{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Jupyter notebook к докладу https://slides.ooni.io/2018/cif/\n",
    "\n",
    "Цветовое кодирование:\n",
    "- серый — единичные измерения поступающие от пробников RIPE Atlas\n",
    "- чёрный — портскан с адреса `178.176.30.221`\n",
    "- синий — `ts=` из блоклиста РКН, совпадает со значением `ts=` в \"дэльтах\"\n",
    "- красный — примерное время блокировки на конкретном пробнике RIPE Atlas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "PROBE_PLOT = True\n",
    "experiment = 's5tg-02'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Populating the interactive namespace from numpy and matplotlib\n"
     ]
    }
   ],
   "source": [
    "%pylab inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pytz import reference\n",
    "TZ = reference.LocalTimezone()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import requests\n",
    "from scipy.optimize import minimize_scalar"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "rkn_ts = {\n",
    "    #<ip ts=\"2018-09-20T03:30:00+03:00\">45.56.118.171</ip>\n",
    "    # no RIPE Atlas data\n",
    "    #<ip ts=\"2018-09-20T17:01:00+03:00\">66.175.214.174</ip>\n",
    "    '66.175.214.174:1080': 1537452060,\n",
    "    #<ip ts=\"2018-09-20T17:01:00+03:00\">45.33.100.246</ip>\n",
    "    '45.33.100.246:27435': 1537452060,\n",
    "    #<ip ts=\"2018-09-20T21:28:00+03:00\">104.200.21.102</ip>\n",
    "    '104.200.21.102:15197': 1537468080,\n",
    "    #<ip ts=\"2018-09-21T01:20:00+03:00\">173.255.215.241</ip>\n",
    "    '173.255.215.241:24914': 1537482000,\n",
    "}\n",
    "scan_ts = {\n",
    "    '45.56.118.171:1080': 1537392745, # no RIPE Atlas data\n",
    "    '66.175.214.174:1080': 1537445876,\n",
    "    '45.33.100.246:27435': 1537445708,\n",
    "    '104.200.21.102:15197': 1537464296,\n",
    "    '173.255.215.241:24914': 1537473342,\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>cert</th>\n",
       "      <th>cert_len</th>\n",
       "      <th>dst</th>\n",
       "      <th>from</th>\n",
       "      <th>prb_id</th>\n",
       "      <th>stored_timestamp</th>\n",
       "      <th>timestamp</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>-----BEGIN CERTIFICATE-----\\nMIICyDCCAbCgAwIBA...</td>\n",
       "      <td>1</td>\n",
       "      <td>66.175.214.174:1080</td>\n",
       "      <td>193.232.224.27</td>\n",
       "      <td>10059</td>\n",
       "      <td>1537443177</td>\n",
       "      <td>2018-09-20 11:31:41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>-----BEGIN CERTIFICATE-----\\nMIICyDCCAbCgAwIBA...</td>\n",
       "      <td>1</td>\n",
       "      <td>66.175.214.174:1080</td>\n",
       "      <td>193.232.224.27</td>\n",
       "      <td>10059</td>\n",
       "      <td>1537443343</td>\n",
       "      <td>2018-09-20 11:34:43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>-----BEGIN CERTIFICATE-----\\nMIICyDCCAbCgAwIBA...</td>\n",
       "      <td>1</td>\n",
       "      <td>66.175.214.174:1080</td>\n",
       "      <td>193.232.224.27</td>\n",
       "      <td>10059</td>\n",
       "      <td>1537443617</td>\n",
       "      <td>2018-09-20 11:37:39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>-----BEGIN CERTIFICATE-----\\nMIICyDCCAbCgAwIBA...</td>\n",
       "      <td>1</td>\n",
       "      <td>66.175.214.174:1080</td>\n",
       "      <td>193.232.224.27</td>\n",
       "      <td>10059</td>\n",
       "      <td>1537443759</td>\n",
       "      <td>2018-09-20 11:40:43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>-----BEGIN CERTIFICATE-----\\nMIICyDCCAbCgAwIBA...</td>\n",
       "      <td>1</td>\n",
       "      <td>66.175.214.174:1080</td>\n",
       "      <td>193.232.224.27</td>\n",
       "      <td>10059</td>\n",
       "      <td>1537443901</td>\n",
       "      <td>2018-09-20 11:43:48</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                cert  cert_len  \\\n",
       "0  -----BEGIN CERTIFICATE-----\\nMIICyDCCAbCgAwIBA...         1   \n",
       "1  -----BEGIN CERTIFICATE-----\\nMIICyDCCAbCgAwIBA...         1   \n",
       "2  -----BEGIN CERTIFICATE-----\\nMIICyDCCAbCgAwIBA...         1   \n",
       "3  -----BEGIN CERTIFICATE-----\\nMIICyDCCAbCgAwIBA...         1   \n",
       "4  -----BEGIN CERTIFICATE-----\\nMIICyDCCAbCgAwIBA...         1   \n",
       "\n",
       "                   dst            from  prb_id  stored_timestamp  \\\n",
       "0  66.175.214.174:1080  193.232.224.27   10059        1537443177   \n",
       "1  66.175.214.174:1080  193.232.224.27   10059        1537443343   \n",
       "2  66.175.214.174:1080  193.232.224.27   10059        1537443617   \n",
       "3  66.175.214.174:1080  193.232.224.27   10059        1537443759   \n",
       "4  66.175.214.174:1080  193.232.224.27   10059        1537443901   \n",
       "\n",
       "            timestamp  \n",
       "0 2018-09-20 11:31:41  \n",
       "1 2018-09-20 11:34:43  \n",
       "2 2018-09-20 11:37:39  \n",
       "3 2018-09-20 11:40:43  \n",
       "4 2018-09-20 11:43:48  "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d = pd.read_json('{}-full.jsonl'.format(experiment), lines=True)\n",
    "d.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "del dst 66.175.214.174:1080\n",
      "add good_cert\n",
      "del cert\n",
      "add stored_utc\n"
     ]
    }
   ],
   "source": [
    "if hasattr(d, 'dst'):\n",
    "    dst = d.dst[0]\n",
    "    print 'del dst', dst\n",
    "    blue_line = rkn_ts[dst] * 1000000000\n",
    "    scan_line = scan_ts[dst] * 1000000000\n",
    "    assert d.dst.nunique() == 1\n",
    "    del d['dst']\n",
    "blue_dt = pd.to_datetime(blue_line, unit='ns')\n",
    "scan_dt = pd.to_datetime(scan_line, unit='ns')\n",
    "if not hasattr(d, 'good_cert'):\n",
    "    known_certs = d.groupby('cert').cert.nunique()\n",
    "    good_cert = max(dict(known_certs).items(), key=lambda _: _[1])[0]\n",
    "    print 'add good_cert'\n",
    "    d['good_cert'] = (d.cert == good_cert)\n",
    "    print 'del cert'\n",
    "    del d['cert']\n",
    "if not hasattr(d, 'stored_utc'):\n",
    "    print 'add stored_utc'\n",
    "    d['stored_utc'] = pd.to_datetime(d.stored_timestamp, unit='s')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "count                     19062\n",
       "mean     0 days 00:01:40.606337\n",
       "std      0 days 00:01:01.398470\n",
       "min             0 days 00:00:00\n",
       "25%             0 days 00:01:05\n",
       "50%             0 days 00:01:37\n",
       "75%             0 days 00:02:12\n",
       "max             0 days 01:22:46\n",
       "dtype: object"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "(d.stored_utc - d.timestamp).describe()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "В некоторый момент с части пробников измерения были сняты, т.к. на данных пробах блокировка уже наступила и тратить RIPE Atlas кредиты на них не имело смысла. Пробы, с которых сигнал о блокировке ещё не был получен, продолжали генерировать измерения."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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V0PkCdfPNN286BEmSJElSDZ1f4rtkyRKWLFnSdBiSJEmSpD46X6CuWLGCFStWNB2GJEmSJKmPzheokiRJkqSZwQJVkiRJktQKFqiSJEmSpFawQJUkSZIktULn32bmmGOOaToESZIkSVINzqBKkiRJklqh8wXq5ZdfzuWXX950GJIkSZKkPjpfoK5atYpVq1Y1HYYkSZIkqY/OF6iSJEmSpJnBAlWSJEmS1AoWqJIkSZKkVuj828xsttlmTYcgSZIkSaqh8wXqq1/96qZDkCRJkiTV4BJfSZIkSVIrdL5A/fa3v823v/3tpsOQJEmSJPXR+QL1pptu4qabbmo6DEmSJElSH50vUCVJkiRJM4MFqiRJkiSpFSxQJUmSJEmt0Pm3mdliiy2aDkGSJEmSVEPnC9RXvepVTYcgSZIkSarBJb6SJEmSpFbofIF6ySWXcMkllzQdhiRJkiSpj1oFakRsFxFfjogfRMQNEfGsiNg+Ir4RET8snx9d9o2I+ERE3BgR342Ifaf3EiZ26623cuuttzYZgiRJkiSphrozqB8HLs7MpwBPBW4A3gZcmpm7A5eWbYBDgN3Lx/HAp6Y0YkmSJElSJ/UtUCNiG+C5wBkAmXlfZv4SOBQ4s+x2JvCS8vpQ4AtZuQrYLiLmTXnkkiRJkqROqfMU312BnwOLIuKpwFLgjcDjMnMtQGaujYjHlv13BHrX1K4pbWt7B42I46lmWJk7dy5DQ0MbdAFz5syZ8NiRt5nZ0PHbaIstHgU0d039cj5Iw8PDTYcwEOvWrZs119oW5nywzPfgmfPBM+eDZ84Hz5wPXtdyXqdA3RTYF3hDZl4dER/noeW8Y4kx2vJhDZmnA6cDzJ8/P1etWlUjlIcbGhpiomM33bS6xA0dv43Wr38W0Nw19cv5IB1xxBFNhzAQw8PDLFy4sOkwZhVzPljme/DM+eCZ88Ez54NnzgevazmvU6CuAdZk5tVl+8tUBepPI2JemT2dB/ysZ/+de47fCbhtqgKerJe//OVNnVqSJEmSNAl970HNzJ8At0bEgtJ0IPB9YDFwVGk7CvhKeb0Y+JPyNN9nAneNLAWWJEmSJGk8dWZQAd4AnB0RmwM3AcdQFbfnRcSxwC3AK8u+XwNeCNwIrC/7Nuaiiy4C4JBDDmkyDEmSJElSH7UK1MxcBuw3RteBY+ybwF9sZFxT5ic/+UnTIUiSJEmSaqj7PqiSJEmSJE0rC1RJkiRJUitYoEqSJEmSWqHuQ5JmrLlz5zYdgiRJkiSphs4XqC9+8YubDkGSJEmSVINLfCVJkiRJrdD5AnXx4sUsXry46TAkSZIkSX10fonvHXfc0XQIkiRJkqQaOj+DKkmSJEmaGSxQJUmSJEmtYIEqSZIkSWqFzt+D+vjHP77pECRJkiRJNXS+QD3kkEOaDkGSJEmSVINLfCVJkiRJrdD5AvX888/n/PPPbzoMSZIkSVIfnV/ie/fddzcdgiRJkiSphs7PoEqSJEmSZgYLVEmSJElSK1igSpIkSZJaofP3oO68885NhyBJkiRJqqHzBepBBx3UdAiSJEmSpBpc4itJkiRJaoXOF6jnnnsu5557btNhSJIkSZL66PwS3/Xr1zcdgiRJkiSphs7PoEqSJEmSZgYLVEmSJElSK1igSpIkSZJaofP3oO66665NhyBJkiRJqqHzBerznve8pkOQJEmSJNXgEl9JkiRJUit0vkA966yzOOuss5oOQ5IkSZLUR+eX+N5///1NhyBJkiRJqqHzM6iSJEmSpJnBAlWSJEmS1AoWqJIkSZKkVuj8PahDQ0NNhyBJkiRJqqF2gRoRmwDXAj/OzD+KiCcB5wDbA9cBr8nM+yJiDvAF4GnAHcCrMvPmKY+8puc85zlNnVqSJEmSNAmTWeL7RuCGnu0PAh/NzN2BXwDHlvZjgV9k5pOBj5b9JEmSJEmaUK0CNSJ2Av4Q+GzZDuD5wJfLLmcCLymvDy3blP4Dy/6NWLRoEYsWLWrq9JIkSZKkmuou8f0Y8DfA1mV7LvDLzHygbK8BdiyvdwRuBcjMByLirrL/7b0DRsTxwPEAc+fO3eB7RefMmTPhsVtssQXQrXtRt9jiUUBz19Qv54M0PDzcdAgDsW7dullzrW1hzgfLfA+eOR88cz545nzwzPngdS3nfQvUiPgj4GeZuTQiFo40j7Fr1uh7qCHzdOB0gPnz5+eqVatqBTza0NAQEx27fv16gAn3mWnWr38W0Nw19cv5IB1xxBFNhzAQw8PDLFy4sOkwZhVzPljme/DM+eCZ88Ez54NnzgevazmvM4P6HODFEfFC4JHANlQzqttFxKZlFnUn4Lay/xpgZ2BNRGwKbAvcOeWRS5IkSZI6pe89qJn59szcKTN3AQ4HvpmZRwLfAl5RdjsK+Ep5vbhsU/q/mZkPm0GVJEmSJKnXxrwP6luBcyLiPcD1wBml/QzgixFxI9XM6eEbF+LG2XPPPZs8vSRJkiSppkkVqJk5DAyX1zcB+4+xz6+BV05BbFNi//0fFqIkSZIkqYUm8z6oM9J9993Hfffd13QYkiRJkqQ+Ol+gnn322Zx99tlNhyFJkiRJ6qPzBaokSZIkaWawQJUkSZIktYIFqiRJkiSpFSxQJUmSJEmtsDHvgzoj7L333k2HIEmSJEmqofMF6j777NN0CJIkSZKkGjq/xPeee+7hnnvuaToMSZIkSVIfnS9QzzvvPM4777ymw5AkSZIk9dH5AlWSJEmSNDNYoEqSJEmSWsECVZIkSZLUChaokiRJkqRW6PzbzDz96U9vOgRJkiRJUg2dL1D32muvpkOQJEmSJNXQ+SW+d911F3fddVfTYUiSJEmS+uh8gXrBBRdwwQUXNB2GJEmSJKmPzheokiRJkqSZwQJVkiRJktQKFqiSJEmSpFawQJUkSZIktULn32bm2c9+dtMhSJIkSZJq6HyBumDBgqZDkCRJkiTV0Pklvrfffju3335702FIkiRJkvrofIF64YUXcuGFFzYdhiRJkiSpj84XqJIkSZKkmcECVZIkSZLUChaokiRJkqRWsECVJEmSJLVC599m5rnPfW7TIUiSJEmSauh8gbrbbrs1HYIkSZIkqYbOL/Fdu3Yta9eubToMSZIkSVIfnS9QL774Yi6++OKmw5AkSZIk9dH5AlWSJEmSNDNYoEqSJEmSWsECVZIkSZLUCn0L1IjYOSK+FRE3RMSKiHhjad8+Ir4RET8snx9d2iMiPhERN0bEdyNi3+m+CEmSJEnSzFfnbWYeAP4qM6+LiK2BpRHxDeBo4NLM/EBEvA14G/BW4BBg9/LxDOBT5XMjDjzwwKZOLUmSJEmahL4FamauBdaW17+KiBuAHYFDgYVltzOBYaoC9VDgC5mZwFURsV1EzCvjDNwTnvCEJk4rSZIkSZqkqOrImjtH7AJcBuwF3JKZ2/X0/SIzHx0RXwU+kJn/VdovBd6amdeOGut44HiAuXPnPu20007boAuYM2cO995777j9q1atAmBoaGiDxm+jU099PgDvfvc3Gzl/v5wP0rx585oOYSDWrVvHVltt1XQYs4o5HyzzPXjmfPDM+eCZ88Ez54M3U3J+wAEHLM3M/frtV2eJLwARsRVwPnBiZt4dEePuOkbbw6rgzDwdOB1g/vz5OVJITtbQ0BATHbto0SIAjjnmmA0av43Wr38WwITXPZ365XyQjjjiiKZDGIjh4WEWLlzYdBizijkfLPM9eOZ88Mz54JnzwTPng9e1nNd6im9EbEZVnJ6dmReU5p9GxLzSPw/4WWlfA+zcc/hOwG1TE64kSZIkqavqPMU3gDOAGzLzH3q6FgNHlddHAV/paf+T8jTfZwJ3NXX/qSRJkiRp5qizxPc5wGuA70XEstL2DuADwHkRcSxwC/DK0vc14IXAjcB6oDtrayVJkiRJ06bOU3z/i7HvKwV42Hu4lKf3/sVGxiVJkiRJmmVqPyRppjr44IObDkGSJEmSVEPnC9TZ8jYkkiRJkjTT1XqK70y2evVqVq9e3XQYkiRJkqQ+Oj+DetlllwGw2267NRyJJEmSJGkinZ9BlSRJkiTNDBaokiRJkqRWsECVJEmSJLWCBaokSZIkqRU6/5CkF73oRU2HIEmSJEmqofMF6g477NB0CJIkSZKkGjq/xHflypWsXLmy6TAkSZIkSX10fgb1iiuuAGDBggUNRyJJkiRJmkjnZ1AlSZIkSTODBaokSZIkqRUsUCVJkiRJrWCBKkmSJElqhc4/JOllL3tZ0yFIkiRJkmrofIG67bbbNh2CJEmSJKmGzi/xXb58OcuXL286DEmSJElSH52fQb3mmmsA2GuvvRqORJIkSZI0kc7PoEqSJEmSZgYLVEmSJElSK1igSpIkSZJawQJVkiRJktQKnX9I0mGHHdZ0CJIkSZKkGjpfoG655ZZNh6BpdMoppwzsXCeddFLffaYrnqGhod8au8lYxtK2eOpoU8xtigWaiWf093jT8WysfjF3/es5kZkYTx11Yp7o+7yumZi/2RxPP1P1/TdI/fI3Fd/nI9r29WzTz/Ze4+W8bfmrq/MF6vXXXw/APvvs03AkUne18YdbP3X+g1U7zMTvL80cM+37a6bFq8EYZEE4m820f38zLd4RkZlNx8D8+fPzda973QYdOzQ0xKpVq8btX7RoEQDHHHPMBo3fRosWHQXAMcec2cj5++VcU8+cD545HyzzPXjmfPDM+eCZ88Ez54M3U3J+8sknL83M/frt50OSJEmSJEmtYIEqSZIkSWoFC1RJkiRJUitYoEqSJEmSWqHzT/E98sgjmw5BkiRJklRD5wvUzTffvOkQJEmSJEk1dH6J75IlS1iyZEnTYUiSJEmS+uh8gbpixQpWrFjRdBiSJEmSpD46X6BKkiRJkmaGaSlQI+LgiFgZETdGxNum4xySJEmSpG6Z8gI1IjYB/hE4BNgDOCIi9pjq80iSJEmSumU6ZlD3B27MzJsy8z7gHODQaTiPJEmSJKlDIjOndsCIVwAHZ+ZxZfs1wDMy84RR+x0PHF82FwArN/CUOwC3b+Cx2jDmfPDM+eCZ88Ey34NnzgfPnA+eOR88cz54MyXnT8zMx/TbaTreBzXGaHtYFZyZpwOnb/TJIq7NzP02dhzVZ84Hz5wPnjkfLPM9eOZ88Mz54JnzwTPng9e1nE/HEt81wM492zsBt03DeSRJkiRJHTIdBeo1wO4R8aSI2Bw4HFg8DeeRJEmSJHXIlC/xzcwHIuIE4OvAJsDnMnPFVJ+nx0YvE9akmfPBM+eDZ84Hy3wPnjkfPHM+eOZ88Mz54HUq51P+kCRJkiRJkjbEdCzxlSRJkiRp0ixQJUmSJEmtMLACNSIOjoiVEXFjRLytp/35EXFdRCyPiDMjYsz7YiPi7HL88oj4XERsVtojIj5Rxv1uROw7zvGfi4ifRcTyUe0nR8SPI2JZ+XjhVF53k1qc870j4qqS72sjYv+pvO4mNZnziNg5Ir4VETdExIqIeGNP3ytL24MR0ZnHkMO05vwpEXFlRNwbEX89wfmfFhHfK+f/REREad8+Ir4RET8snx891dfelBbn/NTy72NZRPxnRMyf6mtvSltzXvreUMZeEREfmsrrblJbcx4RTy3Hfy8iLoyIbab62pvSgpy/NyJujYh1o9rfHBHfLz9fLo2IJ07VNTetxTk/OiJ+Hg/9fn7cVF1z01qc8ydE9Xvk9eV7vbmaKDOn/YPqYUmrgV2BzYH/B+xBVSDfCgyV/f4OOHacMV5I9R6rAXwJeH1P+0Wl/ZnA1eMc/1xgX2D5qPaTgb8eRB4G+dHynP8ncEjPWMNN56sLOQfmAfuW11sDq4A9yvbvAAuAYWC/pnM1Q3L+WODpwHsn+hkBLAGeVY6/qOd7+0PA28rrtwEfbDpfsyDn2/Ts85fAp5vO1yzI+QHAJcCckfGaztcsyPk1wPPK69cCpzadrw7l/JlU/5euG9V+ALBFef164Nym8zULcn408MmmczTLcn56z1h7ADc3ladBzaDuD9yYmTdl5n3AOcChwFzg3sxcVfb7BvDysQbIzK9lQfVDe6fSdSjwhdJ1FbBdRMwb4/jLgDun9Krarc05T2DkL77b0p33yW0055m5NjOvK69/BdwA7Fi2b8hG55xwAAAIUklEQVTMlVN5sS0xbTnPzJ9l5jXA/eOdvHwNtsnMK8vxXwBeUroPBc4sr8/saZ/pWpvzzLy7Z9ctqX7WdEFrc071y/oHMvPekfE28lrbos05XwBc1u/8M1CjOS/7XZWZa8do/1Zmri+bV/HQ/80zXWtz3mFtznlrfj8fVIG6I9VfBUasKW23A5vFQ0sOXwHsPNFAZRr7NcDFfcaejBPKVPbnojvL8Nqc8xOBD0fErcBHgLdP4tg2a03OI2IXYB/g6trRz0zTmfO6518zxvkBHjfyH0D5/NhJjNtmbc75b5YuAUcCfzuJcduszTkfAn4/Iq6OiG9HxNMnMW6btTnny4EXl9ev7Hf+GaTpnNd1LNWMdhe0PecvL7+ffzki/D4fZRpyfjLw6ohYA3wNeMMUjTtpgypQY4y2kcr/cOCjEbEE+BXwQJ+x/gm4LDO/M9HYk4jtU8BuwN7AWuDvJ3Fsm7U5568H3pSZOwNvAs6YxLFt1oqcR8RWwPnAiaNmlLpoOnO+weefxPEzUatznpnvLD9bzgZOmMS4bdbmnG8KPJpqydhbgPMiYqz9Z5o25/y1wF9ExFKq2znum8S4bdZ0zvsHGPFqYD/gw1M5boPanPMLgV0y83epbiM4s8/+M0Wbc34E8PnM3IlqGfEXI6KRB+qOefPtNFjDb/8VYCfKtHFmXgn8PkBEvIDqr7FExNeBxwHXZuZxpe0k4DHA6+qMXUdm/nTkdUR8Bvhq3WNbrrU5B44CRh7g86/AZydxbJs1nvPy17TzgbMz84Ipuap2m86c1z1/71Kv3q/LTyNiXmauLcv1urL0sc057/UvwH8AJ01y/DZqc87XABeMLDWLiAeBHYCfT/IcbdPanGfmD4AXlPGHgD+c5Nht1XTOJxQRBwHvpLr/996pHLtBrc15Zt7Rs/kZ4INTNXbDWptzqtUBB4/EEhGPpPp5PvjfX3IwNwRvCtwEPImHbgjes/Q9tnyeA1wKPH+cMY4DrgAeNar9D/nth8csmSCOXXj4A3vm9bx+E3DOIHIyy3N+A7CwvD4QWNp0vrqQ89L3BeBjE8Q4TLcekjRtOe/pP5mJHzZwTfmajDzI5IWl/cP89kOSPtR0vmZBznfv2ecNwJebztcsyPmfAX9XXg9RLV2LpnPW8ZyPnP8RVD/zX9t0vrqS8579Rj88Zh+qB9vsXudaZspHy3Pe+/v5S4Grms7XLMj5RcDR5fXvUBXOjfw8H+QX5IVUTxVdDbyzp/3DVAXLSqolieMd/0A5dln5+NvSHsA/lr7vMc4v31RPuVpLdePwGsqTsYAvluO+Cyzu/Qcx0z9anPPfA5aWf5RXA09rOlddyHnJa5bv5ZHjR36heWn5GtwL/BT4etO5mgE5f3zJ2d3AL8vrbcY4fj+qe8JWA5+k/DCneuDBpcAPy+ftm87VLMj5+aX9u1TLw3ZsOlezIOebA2eVvusY5xeqmfjR4py/scS1CvgAHfiDQIty/qHS92D5fHJpv4Tq/86RcRc3natZkPP3Ayuoflf8FvCUpnM1C3K+B3B5yfky4AVN5Wjkh50kSZIkSY1q5MZXSZIkSZJGs0CVJEmSJLWCBaokSZIkqRUsUCVJkiRJrWCBKkmSJElqBQtUSVKnRcTyiPh+RCyLiB9HxMlNxzRVIuLkiMiIeHJP25tK235le6uI+OeIWB0RKyLisoh4Rulb13PcvLLPiwZ/JZIkVSxQJUmzwSGZuTfw0aYDmQbfAw7v2X4F8P2e7c8CdwK7Z+aewNHADr0DRMTWwNeAD2bmhdMarSRJE7BAlSR13WbAvWN1RMRbIuKaiPhuRJxS2naJiOU9+7wiIj5fXn8+Il5R98S9+0fEwoj4anm9f0RcERHXl88LSvsmEfGRiPheiekNNU7z78Ch5fhdgbuAn5ft3YBnAO/KzAcBMvOmzPyPnhg3Ay4AFmfm6XWvTZKk6bBp0wFIkjTNtgZ+NboxIl4A7A7sDwSwOCKeC9wyhed+sIw92g+A52bmAxFxEPA+4OXA8cCTgH1K3/Y1znE3cGtE7EVVqJ4LHFP69gSWZeb/TnD854DnAXWKYUmSppUzqJKkzoqITYCtM/OeMbpfUD6uB64DnkJVsALsVu5ZXQZ8eNRxHy59l0bEUJ8Q1gD7jNG+LfCvZab2o1SFJMBBwKcz8wGAzLyzz/gjzqFa5vsS4N9qHgOwJbA91bLff5zEcZIkTQsLVElSl+0KrBqnL4D3Z+be5ePJmXlG6Vs90g68ZdRxbyntXwJO7nP+fwKeERHfpboXdMSpwLcycy/gRcAje2LKOhc2yoXAa4BbMvPunvYVwFMjYrz/7+8FDsvMfwHuj4gjN+DckiRNGQtUSVKXHQZcOU7f14HXRsRWABGxY0Q8dhJj3wFsXo49ISJOGL1DZv4kMw/MzN8Fjuvp2hb4cXl9dE/7fwJ/FhGblnG3L5/fHxEvHS+QzPwf4K3Ae0e1rwauBU6JiChj7R4Rh5ZdHuiZXT4BeG9EbNv3yiVJmibegypJ6qSIeD3VTOUtEfF7pfkxwCYRcV1mLo6I3wGuLLXbOuDVwET3awKcGhEnAnOA15W2pwCXTyK8DwFnRsSbgW/2tH8WGAK+GxH3A58BPgn8H2DxRANm5jnjdB0H/D1wY0SspyqsR88Kk5k3RsQiqvth/2IS1yJJ0pSJzA1ZSSRJUruV9zu9OTM/X6d9I8/1VeBlmXnfVI05avyvZ+YfTMfYkiS1iTOokiRtpMz8o2ke3+JUkjQrOIMqSeqkch9njn6LlfHaJUlS8yxQJUmSJEmt4FN8JUmSJEmtYIEqSZIkSWoFC1RJkiRJUitYoEqSJEmSWuH/A1XI7WMBw1S6AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1152x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "f = figure(figsize=(16,4))\n",
    "axvline(blue_dt, color='blue')\n",
    "axvline(scan_dt, color='black', ls='--')\n",
    "xlim(d.timestamp.min(), d.timestamp.max())\n",
    "f.axes[0].xaxis_date(TZ)\n",
    "d.timestamp.hist(bins=100, color='grey')\n",
    "title(u'Объём поступающих измерений')\n",
    "xlabel(u'День, час, МСК')\n",
    "show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "red_line = {} # prb_id -> timestamp\n",
    "\n",
    "for prb_id in d.prb_id.unique():\n",
    "    prb = d[d.prb_id == prb_id]\n",
    "    yorig = prb.good_cert.astype('int')\n",
    "    xorig = prb.timestamp.astype('int64')\n",
    "    def separator_cost(x):\n",
    "        cls = (xorig < x).astype('int')\n",
    "        return (yorig != cls).sum()\n",
    "    sol = minimize_scalar(separator_cost, bounds=(xorig.min(), xorig.max()), method='Bounded')\n",
    "    assert sol.success == True\n",
    "    red_line[prb_id] = sol.x"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 20873\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 27858\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 401\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 35631\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 10059\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 14011\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 20749\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 3815\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 241\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 23973\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 3696\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 11098\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 11429\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 3854\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 21451\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 17744\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 1341\n"
     ]
    },
    {
     "data": {
      "image/png": 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UmfP6mfN6me/6mfP6mfP6mfP6mfP69VvOu1GULgaOj4hFFDc4ejAz7+7CuBN29NFHN3n4SfG0pwXbbz+j6TAkSZIkqas6FqUR8TVgEJgZEWuAU4HNADLz08BS4CBgFbAe+JsqB542bdrEIh49zgndtKjX774LMH36dHbYfgfvvitJkiSp73QsSjPzqA7tCfzdeA88a9YsTj311PHuBhTT1UcdNXpYZ555JgAnn3zyhMbvKd/7HgBbYUEqSZIkqf904+67PWfZsmUsW7as6TAkSZIkSR30ZVEqSZIkSZoaLEolSZIkSY2xKJUkSZIkNaYbfxKm5+ywww5NhyBJkiRJqqAvi9JvfOMbTYcgSZIkSarA5buSJEmSpMb0ZVF60kkncdJJJzUdhiRJkiSpg75cvnvVVVc1HYIkSZIkqYK+nCmVJEmSJE0NFqWSJEmSpMZYlEqSJEmSGtOX15TOnj276RAkSZIkSRX0ZVH65S9/uekQJEmSJEkVuHxXkiRJktSYvixKTzjhBE444YSmw5AkSZIkddCXy3eXL1/edAiSJEmSpAr6cqZUkiRJkjQ1WJRKkiRJkhpjUSpJkiRJakylojQiDoiIlRGxKiJOHKH9uRFxRUT8OCJuiIiDuh9qdQMDAwwMDDQZgiRJkiSpgo43OoqIacAFwOuANcC1EbE4M29u6fZh4NLMvDAidgeWAnMmId5KFi5c2NShJUmSJEnjUGWmdG9gVWbenpmPAouAQ9r6JLBt+Xw74K7uhShJkiRJ6leRmWN3iDgMOCAzjy1fHwPsk5nHt/R5DvAdYHtgK2C/zLx+hLGOA44DmDVr1isXLVo0oaDXrVvH1ltvPWr7+eefD8D73//+CY3fS/Ys/97qIEMALFjQzJ+76ZRzdZ85r585r5f5rp85r585r585r585r99Uyfm+++57fWbO7dSvyt8pjRG2tVeyRwEXZ+bHIuJVwJci4qWZ+fiTdspcCCwEmDt3bg4ODlY4/FMNDQ0x1r6nnXYawJh9powZM4ovFF+bOqdOOVf3mfP6mfN6me/6mfP6mfP6mfP6mfP69VvOqyzfXQPs3PJ6Nk9dnvs24FKAzLwKeDowsxsBSpIkSZL6V5Wi9Fpg14jYJSI2B44EFrf1uROYBxARL6YoSu/pZqCSJEmSpP7TsSjNzA3A8cDlwC0Ud9ldERFnRMQby27vA/42In4CfA2Yn50uVpUkSZIkbfKqXFNKZi6l+DMvrdtOaXl+M/DH3Q1t4vbcc8+mQ5AkSZIkVVCpKJ1qFixY0HQIkiRJkqQKqlxTKkmSJEnSpOjLovToo4/m6KOPbjoMSZIkSVIHfbl8d82aNU2HIEmSJEmqoC9nSiVJkiRJU4NFqSRJkiSpMRalkiRJkqTG9OU1pa961auaDkGSJEmSVEFfFqXnnHNO0yFIkiRJkipw+a4kSZIkqTF9WZQeeuihHHrooU2HIUmSJEnqoC+X7953331NhyBJkiRJqqAvZ0olSZIkSVODRakkSZIkqTEWpZIkSZKkxvTlNaXz5s1rOgRJkiRJUgV9WZSefPLJTYcgSZIkSarA5buSJEmSpMb0ZVF64IEHcuCBBzYdhiRJkiSpg0pFaUQcEBErI2JVRJw4Sp/DI+LmiFgREV/tbpjj8/DDD/Pwww83GYIkSZIkqYKO15RGxDTgAuB1wBrg2ohYnJk3t/TZFTgJ+OPMfCAinj1ZAUuSJEmS+keVmdK9gVWZeXtmPgosAg5p6/O3wAWZ+QBAZv6qu2FKkiRJkvpRlaJ0J2B1y+s15bZWA8BARPwgIq6OiAO6FaAkSZIkqX9V+ZMwMcK2HGGcXYFBYDbwHxHx0sxc+6SBIo4DjgOYNWsWQ0ND440XgHXr1o2574tf/GKACY/fS/ZcW6RwLcXXoaHljcTRKefqPnNeP3NeL/NdP3NeP3NeP3NeP3Nev37LeZWidA2wc8vr2cBdI/S5OjMfA/4rIlZSFKnXtnbKzIXAQoC5c+fm4ODghIIeGhpirH0nOm5PmjGj+ELxtalz65RzdZ85r585r5f5rp85r585r585r585r1+/5bzK8t1rgV0jYpeI2Bw4Eljc1ud/A/sCRMRMiuW8t3czUEmSJElS/+lYlGbmBuB44HLgFuDSzFwREWdExBvLbpcD90XEzcAVwAcy877JCrqTwcHBvvrkQJIkSZL6VZXlu2TmUmBp27ZTWp4n8N7yIUmSJElSJVWW70qSJEmSNCksSiVJkiRJjbEolSRJkiQ1ptI1pVPN4Ycf3nQIkiRJkqQK+rIofde73tV0CJIkSZKkCvpy+e769etZv35902FIkiRJkjroy5nSgw46CIChoaFmA5EkSZIkjakvZ0olSZIkSVODRakkSZIkqTEWpZIkSZKkxliUSpIkSZIa05c3Opo/f37TIUiSJEmSKrAolSRJkiQ1pi+X7957773ce++9TYchSZIkSeqgL2dKDzvsMMC/UypJkiRJva4vZ0olSZIkSVODRakkSZIkqTEWpZIkSZKkxliUSpIkSZIa05c3OnrnO9/ZdAiSJEmSpAoqzZRGxAERsTIiVkXEiWP0OywiMiLmdi/E8TviiCM44ogjmgxBkiRJklRBx6I0IqYBFwAHArsDR0XE7iP02wb4e+Cabgc5XqtXr2b16tVNhyFJkiRJ6qDKTOnewKrMvD0zHwUWAYeM0O9M4Fzgt12Mb0KOOeYYjjnmmKbDkCRJkiR1UKUo3QlonXZcU277vYjYC9g5M7/VxdgkSZIkSX2uyo2OYoRt+fvGiKcBHwfmdxwo4jjgOIBZs2YxNDRUKch269atG3PftWvXAkx4/F6yZ3kuaxk+p+WNxNEp5+o+c14/c14v810/c14/c14/c14/c16/fst5laJ0DbBzy+vZwF0tr7cBXgoMRQTAHwCLI+KNmXld60CZuRBYCDB37twcHBycUNBDQ0OMte+MGTMAxuwzZZTnMoNmz6lTztV95rx+5rxe5rt+5rx+5rx+5rx+5rx+/ZbzKst3rwV2jYhdImJz4Ehg8XBjZj6YmTMzc05mzgGuBp5SkEqSJEmS1K7jTGlmboiI44HLgWnARZm5IiLOAK7LzMVjj1C/973vfU2HIEmSJEmqoMryXTJzKbC0bdspo/Qd3PiwNs7BBx/cdAiSJEmSpAqqLN+dclauXMnKlSubDkOSJEmS1EGlmdKp5u1vfzvQH3fflSRJkqR+1pczpZIkSZKkqcGiVJIkSZLUGItSSZIkSVJjLEolSZIkSY3pyxsdffjDH246BEmSJElSBX1ZlO63335NhyBJkiRJqqAvl+8uX76c5cuXNx2GJEmSJKmDvpwpPeGEEwD/TqkkSZIk9bq+nCmVJEmSJE0NFqWSJEmSpMZYlEqSJEmSGmNRKkmSJElqTF/e6Ojss89uOgRJkiRJUgV9WZS++tWvbjoESZIkSVIFfbl898orr+TKK69sOgxJkiRJUgd9OVP6wQ9+EPDvlEqSJElSr+vLmVJJkiRJ0tRgUSpJkiRJakylojQiDoiIlRGxKiJOHKH9vRFxc0TcEBHLIuJ53Q9VkiRJktRvOhalETENuAA4ENgdOCoidm/r9mNgbma+DLgMOLfbgUqSJEmS+k+VGx3tDazKzNsBImIRcAhw83CHzLyipf/VwNHdDHK8FixY0OThJUmSJEkVRWaO3SHiMOCAzDy2fH0MsE9mHj9K/08Cv8jMj4zQdhxwHMCsWbNeuWjRogkFvW7dOrbeeusJ7TvV7HnCCQAMMgTAggXLG4ljU8p5rzDn9TPn9TLf9TPn9TPn9TPn9TPn9ZsqOd93332vz8y5nfpVmSmNEbaNWMlGxNHAXOC1I7Vn5kJgIcDcuXNzcHCwwuGfamhoiLH2/e53vwvAfvvtN6Hxe8qMGcUXiq8TzdnG6pRzdZ85r585r5f5rp85r585r585r585r1+/5bxKUboG2Lnl9WzgrvZOEbEf8CHgtZn5SHfCm5iPfKSYpO2LolSSJEmS+liVu+9eC+waEbtExObAkcDi1g4RsRfwGeCNmfmr7ocpSZIkSepHHYvSzNwAHA9cDtwCXJqZKyLijIh4Y9ntPGBr4OsRsTwiFo8ynCRJkiRJv1dl+S6ZuRRY2rbtlJbnrpOVJEmSJI1bleW7kiRJkiRNikozpVPNZz7zmaZDkCRJkiRV0JdF6W677dZ0CJIkSZKkCvpy+e6SJUtYsmRJ02FIkiRJkjroy5nSj33sYwAcfPDBDUciSZIkSRpLX86USpIkSZKmBotSSZIkSVJjLEolSZIkSY2xKJUkSZIkNaYvb3T0pS99qekQJEmSJEkV9GVRuvPOOzcdgiRJkiSpgr5cvnvJJZdwySWXNB2GJEmSJKmDvpwpvfDCCwE44ogjGo5EkiRJkjSWvpwplSRJkiRNDRalkiRJkqTGWJRKkiRJkhpjUSpJkiRJakxf3ujosssuazoESZIkSVIFfVmUzpw5s+kQJEmSJEkVVFq+GxEHRMTKiFgVESeO0L5FRFxStl8TEXO6Heh4XHzxxVx88cVNhiBJkiRJqqDjTGlETAMuAF4HrAGujYjFmXlzS7e3AQ9k5gsj4kjgo0BjfyR0uCCdP39+UyF0xY033sj2a9awYcMG7uAOAE4//Quj9o8IMnPcx6my38DAAKeffnrXjz2eMYbbt9tuO+bNm8cee+yxUceTJEmS1LwqM6V7A6sy8/bMfBRYBBzS1ucQYLhaugyYFxHRvTA3PTfeeCNLlixhw4YNlfeZaFG4scVkXWMMtz/44IMsWbKEG2+8caOPKUmSJKlZVYrSnYDVLa/XlNtG7JOZG4AHgR26EeCmatmyZTz22GNNh9GzHnvsMZYtW9Z0GJIkSZI2UpUbHY0049k+pVWlDxFxHHAcwKxZsxgaGqpw+Kdat27dmPuuXbsWYMLj94JZs2Yxa9YsnrHllgBsyTOAYhltE7bYYovGjj2Wqfw97qTT+1zdZ87rZb7rZ87rZ87rZ87rZ87r1285r1KUrgF2bnk9G7hrlD5rImI6sB1wf/tAmbkQWAgwd+7cHBwcnEDIRSEy1r4zZswAGLNPr1uwYAEPPvggr1q/HoD1PAzArbfe2kg8AwMDjR17NNtttx1HHXVU02FMmk7vc3WfOa+X+a6fOa+fOa+fOa+fOa9fv+W8yvLda4FdI2KXiNgcOBJY3NZnMfDX5fPDgO9lNy4ynKClS5eydOnSpg7fFfPmzWOzzTZrOoyetdlmmzFv3rymw5AkSZK0kTrOlGbmhog4HrgcmAZclJkrIuIM4LrMXAx8DvhSRKyimCE9cjKD7mTLcsnrVDZ8Z9npF11U+WZHk3n33V4Yw7vvSpIkSf2nyvJdMnMpsLRt2yktz38LvLm7oU3cpz71KQDe9a53NRzJxtljjz1g9mwA5jAHgFNPPbWRWIaGhvp6qawkSZKkZlRZvjvlXHrppVx66aVNhyFJkiRJ6qAvi1JJkiRJ0tRgUSpJkiRJaoxFqSRJkiSpMRalkiRJkqTGRFN/TjQi7gF+NsHdZwL3djEcdWbO62fO62fO62W+62fO62fO62fO62fO6zdVcv68zHxWp06NFaUbIyKuy8y5TcexKTHn9TPn9TPn9TLf9TPn9TPn9TPn9TPn9eu3nLt8V5IkSZLUGItSSZIkSVJjpmpRurDpADZB5rx+5rx+5rxe5rt+5rx+5rx+5rx+5rx+fZXzKXlNqSRJkiSpP0zVmVJJkiRJUh+Y1KI0Ig6IiJURsSoiTmzZ/mcR8aOIuCkivhAR00fZ/yvl/jdFxEURsVm5PSLiE+W4N0TEK0bZ/6KI+FVE3NS2/bSI+HlELC8fB3XzvJvUwznfMyKuLvN9XUTs3c3zblKTOY+InSPiioi4JSJWRMQ/tLS9udz2eET0zd3ZYFJz/qKIuCoiHomI949x/FdGxI3l8T8REVFuf2ZE/J+I+M/y6/bdPvem9HDOzyz/fSyPiO9ExI7dPvem9GrOy7Z3l2OviIhzu3neTerVnEfEy8v9b4yIJRGxbbfPvSk9kPOzImJ1RKxr2/7eiLi5/PmyLCKe161zbloP53x+RNwTT/x+fmy3zrlpPZzz50bxe+SPy/d6czVRZk7KA5gG3AY8H9gc+AmwO0Uq53fvAAAJjklEQVQhvBoYKPudAbxtlDEOAqJ8fA14Z8v2b5fb/wi4ZpT9/xR4BXBT2/bTgPdP1rk39ejxnH8HOLBlrKGm89UPOQeeA7yifL4NcCuwe/n6xcBuwBAwt+lcTZGcPxv4Q+CssX5GAD8EXlXu/+2W9/a5wInl8xOBjzadr00g59u29Pl74NNN52sTyPm+wHeBLYbHazpfm0DOrwVeWz5/K3Bm0/nqo5z/EcX/pevatu8LbFk+fydwSdP52gRyPh/4ZNM52sRyvrBlrN2BO5rK02TOlO4NrMrM2zPzUWARcAiwA/BIZt5a9vs/wKEjDZCZS7NE8YN6dtl0CPDFsulqYEZEPGeE/b8P3N/Vs+ptvZzzBIY/2d0OuGtCZ9h7Gs15Zt6dmT8qn/8GuAXYqXx9S2au7ObJ9ohJy3lm/iozrwUeG+3g5fdg28y8qtz/i8CbyuZDgC+Uz7/Qsn2q69mcZ+avW7puRfGzph/0bM4pfkH/p8x8ZHi8jTzXXtHLOd8N+H6n409Bjea87Hd1Zt49wvYrMnN9+fJqnvi/earr2Zz3sV7Oec/8fj6ZRelOFNX/sDXltnuBzeKJ5YSHATuPNVA5RX0M8O8dxh6P48tp6ouif5bY9XLOTwDOi4jVwPnASePYt5f1TM4jYg6wF3BN5einpsnMedXjrxnh+ACzhn/ol1+fPY5xe1kv5/z3y5KAtwCnjGPcXtbLOR8AXhMR10TE/42IPxzHuL2sl3N+E/DG8vmbOx1/Cmk651W9jWLmuh/0es4PLX8/vywifJ+3mYScnwYcHRFrgKXAu7s07rhNZlEaI2wbrvCPBD4eET8EfgNs6DDWp4DvZ+Z/jDX2OGK7EHgBsCdwN/Cxcezby3o55+8E3pOZOwPvAT43jn17WU/kPCK2Br4BnNA2c9SPJjPnEz7+OPafino655n5ofJny1eA48cxbi/r5ZxPB7anWA72AeDSiBip/1TTyzl/K/B3EXE9xaUaj45j3F7WdM47BxhxNDAXOK+b4zaol3O+BJiTmS+juETgCx36TxW9nPOjgIszczbFEuEvRUQjN8Id8WLaLlnDk6v92ZRTwpl5FfAagIjYn+JTVyLicmAWcF1mHltuOxV4FvD2KmNXkZm/HH4eEZ8FvlV13x7XszkH/hoYvgnP14F/Hse+vazxnJefmn0D+Epm/ktXzqq3TWbOqx6/dRlX6/fllxHxnMy8u1yK1y/LGns5562+CvwbcOo4x+9FvZzzNcC/DC8ji4jHgZnAPeM8Rq/p2Zxn5k+B/cvxB4DXj3PsXtV0zscUEfsBH6K4nveRbo7doJ7NeWbe1/Lys8BHuzV2w3o25xSrAA4YjiUink7x87z+319y8i7qnQ7cDuzCExf1vqRse3b5dQtgGfBno4xxLHAl8Iy27a/nyTeA+eEYcczhqTfdeU7L8/cAiyYrD3U+ejzntwCD5fN5wPVN56sfcl62fRFYMEaMQ/TXjY4mLect7acx9g0Dri2/J8M3Izmo3H4eT77R0blN52sTyPmuLX3eDVzWdL42gZy/AzijfD5AsSwtms5Zn+d8+PhPo/iZ/9am89UvOW/p134DmL0obk6za5VzmSqPHs956+/nfwFc3XS+NoGcfxuYXz5/MUWx3MjP88n+JhxEcTfQ24APtWw/j6JIWUmx3HC0/TeU+y4vH6eU2wO4oGy7kVF+4aa4O9XdFBf/rqG8oxXwpXK/G4DFrf8Ipvqjh3P+J8D15T/Ea4BXNp2rfsh5mdcs38vD+w//EvMX5ffgEeCXwOVN52oK5PwPypz9GlhbPt92hP3nUlzjdRvwScof4BQ3LVgG/Gf59ZlN52oTyPk3yu03UCz92qnpXG0COd8c+HLZ9iNG+SVqKj56OOf/UMZ1K/BP9MGHAD2U83PLtsfLr6eV279L8X/n8LiLm87VJpDzc4AVFL8rXgG8qOlcbQI53x34QZnz5cD+TeVo+IedJEmSJEm1a+RCVkmSJEmSwKJUkiRJktQgi1JJkiRJUmMsSiVJkiRJjbEolSRJkiQ1xqJUktR3IuKmiLg5IpZHxM8j4rSmY+qWiDgtIjIiXtiy7T3ltrnl660j4jMRcVtErIiI70fEPmXbupb9nlP2Obj+M5EkqWBRKknqVwdm5p7Ax5sOZBLcCBzZ8vow4OaW1/8M3A/smpkvAeYDM1sHiIhtgKXARzNzyaRGK0nSGCxKJUn9aDPgkZEaIuIDEXFtRNwQEaeX2+ZExE0tfQ6LiIvL5xdHxGFVD9zaPyIGI+Jb5fO9I+LKiPhx+XW3cvu0iDg/Im4sY3p3hcP8b+CQcv/nAw8C95SvXwDsA3w4Mx8HyMzbM/PfWmLcDPgXYHFmLqx6bpIkTYbpTQcgSdIk2Ab4TfvGiNgf2BXYGwhgcUT8KXBnF4/9eDl2u58Cf5qZGyJiP+Bs4FDgOGAXYK+y7ZkVjvFrYHVEvJSiOL0E+Juy7SXA8sz83Rj7XwS8FqhSAEuSNKmcKZUk9ZWImAZsk5kPjdC8f/n4MfAj4EUURSrAC8prUJcD57Xtd17ZtiwiBjqEsAbYa4Tt2wFfL2dkP05RPALsB3w6MzcAZOb9HcYftohiCe+bgG9W3AdgK+CZFEt6LxjHfpIkTQqLUklSv3k+cOsobQGck5l7lo8XZubnyrbbhrcDH2jb7wPl9q8Bp3U4/qeAfSLiBoprO4edCVyRmS8FDgae3hJTVjmxNkuAY4A7M/PXLdtXAC+PiNH+j38EODwzvwo8FhFvmcCxJUnqGotSSVK/ORy4apS2y4G3RsTWABGxU0Q8exxj3wdsXu57fEQc394hM3+RmfMy82XAsS1N2wE/L5/Pb9n+HeAdETG9HPeZ5ddzIuIvRgskMx8G/hE4q237bcB1wOkREeVYu0bEIWWXDS2zyMcDZ0XEdh3PXJKkSeI1pZKkvhER76SYkbwzIv6k3PwsYFpE/CgzF0fEi4GrynptHXA0MNb1lwBnRsQJwBbA28ttLwJ+MI7wzgW+EBHvBb7Xsv2fgQHghoh4DPgs8ElgD2DxWANm5qJRmo4FPgasioj1FMV0++wvmbkqIj5PcX3r343jXCRJ6prInMiKIUmSek/590jvyMyLq2zfyGN9C/hvmflot8ZsG//yzPzzyRhbkqRe4kypJEkTkJlvmOTxLUglSZsEZ0olSX2jvC4z2/8cymjbJUlS8yxKJUmSJEmN8e67kiRJkqTGWJRKkiRJkhpjUSpJkiRJaoxFqSRJkiSpMRalkiRJkqTG/H8LWOSs59hgugAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 11994\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 30741\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 3868\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 3959\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 28137\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 11501\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 26190\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 1227\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 3780\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 27180\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 15121\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 15523\n"
     ]
    },
    {
     "data": {
      "image/png": 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DzTbbrGXdLbfcEmDM7feiLbfcAiiOaYum46viasPr1q3zqsYVM+bVM+bVMt7VM+bVM+bVM+bVM+bV67eYdyMpXQPs0vB4Z+Cu4XbMzIXAQoAdd9wxb7/99jF1OHPmTFrVffzxxwFa7jPRrF//GqA4ptesX//0/W233Zajjjpq3PsfHBxkYGBg3PvRM4x59Yx5tYx39Yx59Yx59Yx59Yx59fot5t1ISpcAJ0XEIooLHD2UmXd3od0xO+aYY+rsvjKTJk3igAMOqHsYkiRJkjRmbZPSiPg6MABMjYg1wHzg+QCZ+TlgKXAwsApYD/zNWAYy3lev7dV6Y23veZMmMXfuXK++K0mSJGlCa5uUZmbLtaFZZE5/N9qOd9xxR+bPnz/aakAxXd1qyeoZZ5wBwGmnnTam9nvRNdcUP+fPn//MAxNSSZIkSRNcN66+23Ouvvpqr0orSZIkSRNAXyalkiRJkqSJwaRUkiRJklQbk1JJkiRJUm268ZUwPWf77bevewiSJEmSpA70ZVJ62WWX1T0ESZIkSVIHXL4rSZIkSapNXyalp556Kqeeemrdw5AkSZIktdGXy3evu+66uocgSZIkSepAX86USpIkSZImBpNSSZIkSVJtTEolSZIkSbXpy3NKd95557qHIEmSJEnqQF8mpV/96lfrHoIkSZIkqQMu35UkSZIk1aYvk9J58+Yxb968uochSZIkSWqjL5fvLlu2rO4hSJIkSZI60JczpZIkSZKkicGkVJIkSZJUG5NSSZIkSVJtOkpKI+KgiFgZEasi4pRhyl8cEddExE8i4uaIOLj7Q+3czJkzmTlzZp1DkCRJkiR1oO2FjiJiEnA+8AZgDXBDRCzJzFsbdvswsDgzPxsRewJLgenjMN6OLFy4sK6uJUmSJEmj0MlM6X7Aqsy8IzMfAxYBc5v2SWCb8v62wF3dG6IkSZIkqV9FZrbeIeIw4KDMPL58fCzw6sw8qWGfHYDvAtsBWwEHZuZNw7R1AnACwLRp0161aNGiMQ163bp1TJ48ecTys88+G4APfOADY2q/F82bNwuAc89dxqzyO1iXnXtuZf23i7m6z5hXz5hXy3hXz5hXz5hXz5hXz5hXb6LEfP/9978pM2e326+T7ymNYbY1Z7JHARdm5jkR8Rrg4ojYOzOf2qBS5kJgIcDs2bNzYGCgg+6fbXBwkFZ1FyxYANByn4lmypTi58DAwNMPqjy+djFX9xnz6hnzahnv6hnz6hnz6hnz6hnz6vVbzDtZvrsG2KXh8c48e3nu24HFAJl5HbA5MLUbA5QkSZIk9a9OktIbgBkRsVtEbAocCSxp2ueXwAEAEbEHRVJ6bzcHKkmSJEnqP22T0sx8AjgJuBK4jeIquysi4qMR8aZyt/cDfxsRPwW+DhyX7U5WlSRJkiRt9Do5p5TMXErxNS+N205ruH8r8MfdHdrYzZo1q+4hSJIkSZI60FFSOtGcW+FVaSVJkiRJY9fJOaWSJEmSJI2LvkxKjznmGI455pi6hyFJkiRJaqMvl++uWbOm7iFIkiRJkjrQlzOlkiRJkqSJwaRUkiRJklQbk1JJkiRJUm368pzS17zmNXUPQZIkSZLUgb5MSj/5yU/WPQRJkiRJUgdcvitJkiRJqk1fJqWHHnoohx56aN3DkCRJkiS10ZfLd++///66hyBJkiRJ6kBfzpRKkiRJkiYGk1JJkiRJUm1MSiVJkiRJtenLc0oPOOCAuocgSZIkSepAXyalH/nIR+oegiRJkiSpAy7flSRJkiTVpi+T0jlz5jBnzpy6hyFJkiRJaqOjpDQiDoqIlRGxKiJOGWGfwyPi1ohYERFf6+4wR+eRRx7hkUceqXMIkiRJkqQOtD2nNCImAecDbwDWADdExJLMvLVhnxnAqcAfZ+aDEfGi8RqwJEmSJKl/dDJTuh+wKjPvyMzHgEXA3KZ9/hY4PzMfBMjM33R3mJIkSZKkftRJUroTsLrh8ZpyW6OZwMyI+EFEXB8RB3VrgJIkSZKk/tXJV8LEMNtymHZmAAPAzsB/RMTembl2g4YiTgBOAJg2bRqDg4OjHS8A69ata1l3jz32ABhz+71o7dpZAAwOLmPW2iKsyyo8vnYxV/cZ8+oZ82oZ7+oZ8+oZ8+oZ8+oZ8+r1W8w7SUrXALs0PN4ZuGuYfa7PzMeBX0TESook9YbGnTJzIbAQYPbs2TkwMDCmQQ8ODtKq7ljb7WVTphQ/BwYGnn5Q5XG2i7m6z5hXz5hXy3hXz5hXz5hXz5hXz5hXr99i3sny3RuAGRGxW0RsChwJLGna51+A/QEiYirFct47ujlQSZIkSVL/aZuUZuYTwEnAlcBtwOLMXBERH42IN5W7XQncHxG3AtcAJ2fm/eM16HYGBgb66pMDSZIkSepXnSzfJTOXAkubtp3WcD+B95U3SZIkSZI60snyXUmSJEmSxoVJqSRJkiSpNialkiRJkqTadHRO6URz+OGH1z0ESZIkSVIH+jIpfde73lX3ECRJkiRJHejL5bvr169n/fr1dQ9DkiRJktRGX86UHnzwwQAMDg7WOxBJkiRJUkt9OVMqSZIkSZoYTEolSZIkSbUxKZUkSZIk1cakVJIkSZJUm7680NFxxx1X9xAkSZIkSR0wKZUkSZIk1aYvl+/ed9993HfffXUPQ5IkSZLURl/OlB522GGA31MqSZIkSb2uL2dKJUmSJEkTg0mpJEmSJKk2JqWSJEmSpNqYlEqSJEmSatOXFzo68cQT6x6CJEmSJKkDHc2URsRBEbEyIlZFxCkt9jssIjIiZndviKN3xBFHcMQRR9Q5BEmSJElSB9ompRExCTgfmAPsCRwVEXsOs9/WwHuAH3Z7kKO1evVqVq9eXfcwJEmSJEltdDJTuh+wKjPvyMzHgEXA3GH2OwM4E/ifLo5vTI499liOPfbYuochSZIkSWqjk6R0J6Bx2nFNue1pEfEKYJfM/FYXxyZJkiRJ6nOdXOgohtmWTxdGPA/4NHBc24YiTgBOAJg2bRqDg4MdDbLZunXrWtZdu3YtwJjb70Vr184CYHBwGbPK41tW4fG1i7m6z5hXz5hXy3hXz5hXz5hXz5hXz5hXr99i3klSugbYpeHxzsBdDY+3BvYGBiMC4PeAJRHxpsy8sbGhzFwILASYPXt2DgwMjGnQg4ODtKo7ZcoUgJb7TDTlIRXHVMPxtYu5us+YV8+YV8t4V8+YV8+YV8+YV8+YV6/fYt7J8t0bgBkRsVtEbAocCSwZKszMhzJzamZOz8zpwPXAsxJSSZIkSZKatZ0pzcwnIuIk4EpgEnBBZq6IiI8CN2bmktYtVO/9739/3UOQJEmSJHWgk+W7ZOZSYGnTttNG2HfguQ/ruTnkkEPqHoIkSZIkqQOdLN+dcFauXMnKlSvrHoYkSZIkqY2OZkonmne84x1Af119V5IkSZL6UV/OlEqSJEmSJgaTUkmSJElSbUxKJUmSJEm1MSmVJEmSJNWmLy909OEPf7juIUiSJEmSOtCXSemBBx5Y9xAkSZIkSR3oy+W7y5YtY9myZXUPQ5IkSZLURl/OlM6bNw/we0olSZIkqdf15UypJEmSJGliMCmVJEmSJNXGpFSSJEmSVBuTUkmSJElSbfryQkef+MQn6h6CJEmSJKkDfZmU/tEf/VHdQ5AkSZIkdaAvl+9ee+21XHvttXUPQ5IkSZLURl/OlH7wgx8E/J5SSZIkSep1fTlTKkmSJEmaGExKJUmSJEm16SgpjYiDImJlRKyKiFOGKX9fRNwaETdHxNURsWv3hypJkiRJ6jdtk9KImAScD8wB9gSOiog9m3b7CTA7M/cFLgXO7PZAJUmSJEn9p5MLHe0HrMrMOwAiYhEwF7h1aIfMvKZh/+uBY7o5yNE699xz6+xekiRJktShyMzWO0QcBhyUmceXj48FXp2ZJ42w/3nAPZn5sWHKTgBOAJg2bdqrFi1aNKZBr1u3jsmTJ4+p7kQ1b94sAM49dxmz5s0DYFmFyffGGPO6GfPqGfNqGe/qGfPqGfPqGfPqGfPqTZSY77///jdl5ux2+3UyUxrDbBs2k42IY4DZwOuHK8/MhcBCgNmzZ+fAwEAH3T/b4OAgrepeddVVABx44IFjar8XTZlS/BwYGHj6wVjjNxbtYq7uM+bVM+bVMt7VM+bVM+bVM+bVM+bV67eYd5KUrgF2aXi8M3BX804RcSDwIeD1mflod4Y3Nh/7WDFJ209JqSRJkiT1o06uvnsDMCMidouITYEjgSWNO0TEK4DPA2/KzN90f5iSJEmSpH7UNinNzCeAk4ArgduAxZm5IiI+GhFvKnc7C5gMfCMilkXEkhGakyRJkiTpaZ0s3yUzlwJLm7ad1nDfdbKSJEmSpFHrZPmuJEmSJEnjoqOZ0onm85//fN1DkCRJkiR1oC+T0t13373uIUiSJEmSOtCXy3evuOIKrrjiirqHIUmSJElqoy9nSs855xwADjnkkJpHIkmSJElqpS9nSiVJkiRJE4NJqSRJkiSpNialkiRJkqTamJRKkiRJkmrTlxc6uvjii+segiRJkiSpA32ZlO6yyy51D0GSJEmS1IG+XL57ySWXcMkll9Q9DEmSJElSG305U/rZz34WgCOOOKLmkUiSJEmSWunLmVJJkiRJ0sRgUipJkiRJqo1JqSRJkiSpNialkiRJkqTa9OWFji699NK6hyBJkiRJ6kBfJqVTp06tewiSJEmSpA50tHw3Ig6KiJURsSoiThmmfLOIuKQs/2FETO/2QEfjwgsv5MILL6xzCJIkSZKkDrSdKY2IScD5wBuANcANEbEkM29t2O3twIOZ+fsRcSTwKaC2LwkdSkiPO+64uoYwrtY9/DAPPPAAXz799GeVRQSZOeo229WbOXMmpw/TXzf6Hk0bW2yxBXPmzGGfffZ5Tv1IkiRJ6g2dzJTuB6zKzDsy8zFgETC3aZ+5wEXl/UuBAyIiujdMDVm+fDn33XcfTz355LDlY00Kn2syWVUbjzzyCJdffjnLly9/zn1JkiRJql8nSelOwOqGx2vKbcPuk5lPAA8B23djgNrQ1VdfDV1I/iayJ598soiDJEmSpAmvkwsdDTfj2ZwVdbIPEXECcALAtGnTGBwc7KD7Z1u3bl3LumvXrgUYc/u9aO3aWUARty223BIoltRWZbPNNqu0v0700/M7nHavc3WfMa+W8a6eMa+eMa+eMa+eMa9ev8W8k6R0DbBLw+OdgbtG2GdNRGwCbAs80NxQZi4EFgLMnj07BwYGxjDkIhlpVXfKlCkALfeZaMpD4te//jWPrF8PwO23315Z/zNnzqy0v3a23XZbjjrqqLqHMa7avc7Vfca8Wsa7esa8esa8esa8esa8ev0W806W794AzIiI3SJiU+BIYEnTPkuAt5b3DwO+l904wXCMli5dytKlS+vqflwdcMABsJGfrjtp0qQiDpIkSZImvLYzpZn5REScBFwJTAIuyMwVEfFR4MbMXAJ8Cbg4IlZRzJAeOZ6DbmfLcnlrP9pnn31YN3UqDzzwrIloYPyuvtsrbXj1XUmSJKm/dLJ8l8xcCixt2nZaw/3/Af6qu0Mbu8985jMAvOtd76p5JONj8lZbMXmrrZg/f35lfQ4ODvb9cllJkiRJ1etk+e6Es3jxYhYvXlz3MCRJkiRJbfRlUipJkiRJmhhMSiVJkiRJtTEplSRJkiTVxqRUkiRJklSbqOvrRCPiXuC/x1h9KnBfF4ej9ox59Yx59Yx5tYx39Yx59Yx59Yx59Yx59SZKzHfNzBe226m2pPS5iIgbM3N23ePYmBjz6hnz6hnzahnv6hnz6hnz6hnz6hnz6vVbzF2+K0mSJEmqjUmpJEmSJKk2EzUpXVj3ADZCxrx6xrx6xrxaxrt6xrx6xrx6xrx6xrx6fRXzCXlOqSRJkiSpP0zUmVJJkiRJUh8Y16Q0Ig6KiJURsSoiTmnY/qcR8eOIuCUiLoqITUao/09l/Vsi4oKIeH65PSLiH8t2b46IV45Q/4KI+E1E3NK0fUFE/CoilpW3g7t53HXq4ZjPiojry3jfGBH7dfO461RnzCNil4i4JiJui4gVEfH3DWV/VW57KiL65upsMK4xf1lEXBcRj0bEB1r0/6qIWF72/48REeX2F0QmyNSFAAAKFUlEQVTEv0XEf5U/t+v2sdelh2N+Rvn7sSwivhsRO3b72OvSqzEvy95dtr0iIs7s5nHXqVdjHhEvL+svj4grImKbbh97XXog5h+PiNURsa5p+/si4tby78vVEbFrt465bj0c8+Mi4t545v358d065rr1cMxfHMX7yJ+Ur/X6cqLMHJcbMAn4OfASYFPgp8CeFInwamBmud9HgbeP0MbBQJS3rwMnNmz/drn9D4EfjlD/dcArgVuati8APjBex17Xrcdj/l1gTkNbg3XHqx9iDuwAvLK8vzVwO7Bn+XgPYHdgEJhdd6wmSMxfBPwB8PFWfyOAHwGvKet/u+G1fSZwSnn/FOBTdcdrI4j5Ng37vAf4XN3x2ghivj9wFbDZUHt1x2sjiPkNwOvL+28Dzqg7Xn0U8z+k+F+6rmn7/sCW5f0TgUvqjtdGEPPjgPPqjtFGFvOFDW3tCdxZV5zGc6Z0P2BVZt6RmY8Bi4C5wPbAo5l5e7nfvwGHDtdAZi7NEsUf6p3LornAV8qi64EpEbHDMPW/DzzQ1aPqbb0c8wSGPtndFrhrTEfYe2qNeWbenZk/Lu//DrgN2Kl8fFtmruzmwfaIcYt5Zv4mM28AHh+p8/I52CYzryvrfwV4c1k8F7iovH9Rw/aJrmdjnpm/bdh1K4q/Nf2gZ2NO8Qb9HzLz0aH2nuOx9opejvnuwPfb9T8B1Rrzcr/rM/PuYbZfk5nry4fX88z/5omuZ2Pex3o55j3z/nw8k9KdKLL/IWvKbfcBz49nlhMeBuzSqqFyivpY4Dtt2h6Nk8pp6guif5bY9XLM5wFnRcRq4Gzg1FHU7WU9E/OImA68Avhhx6OfmMYz5p32v2aY/gGmDf3RL3++aBTt9rJejvnTy5KAo4HTRtFuL+vlmM8EXhsRP4yIf4+IPxhFu72sl2N+C/Cm8v5ftet/Aqk75p16O8XMdT/o9ZgfWr4/vzQifJ03GYeYLwCOiYg1wFLg3V1qd9TGMymNYbYNZfhHAp+OiB8BvwOeaNPWZ4DvZ+Z/tGp7FGP7LPBSYBZwN3DOKOr2sl6O+YnAezNzF+C9wJdGUbeX9UTMI2IycBkwr2nmqB+NZ8zH3P8o6k9EPR3zzPxQ+bfln4CTRtFuL+vlmG8CbEexHOxkYHFEDLf/RNPLMX8b8HcRcRPFqRqPjaLdXlZ3zNsPMOIYYDZwVjfbrVEvx/wKYHpm7ktxisBFbfafKHo55kcBF2bmzhRLhC+OiFouhDvsybRdsoYNs/2dKaeEM/M64LUAEfFGik9diYgrgWnAjZl5fLltPvBC4B2dtN2JzPz10P2I+ALwrU7r9riejTnwVmDoIjzfAL44irq9rPaYl5+aXQb8U2Z+sytH1dvGM+ad9t+4jKvxefl1ROyQmXeXS/H6ZVljL8e80deAfwXmj7L9XtTLMV8DfHNoGVlEPAVMBe4dZR+9pmdjnpk/A95Ytj8T+PNRtt2r6o55SxFxIPAhivN5H+1m2zXq2Zhn5v0ND78AfKpbbdesZ2NOsQrgoKGxRMTmFH/Pq3//kuN3Uu8mwB3AbjxzUu9eZdmLyp+bAVcDfzpCG8cD1wJbNG3/cza8AMyPWoxjOs++6M4ODfffCywarzhUeevxmN8GDJT3DwBuqjte/RDzsuwrwLktxjhIf13oaNxi3lC+gNYXDLihfE6GLkZycLn9LDa80NGZdcdrI4j5jIZ93g1cWne8NoKYvxP4aHl/JsWytKg7Zn0e86H+n0fxN/9tdcerX2LesF/zBWBeQXFxmhmdHMtEufV4zBvfn78FuL7ueG0EMf82cFx5fw+KZLmWv+fj/SQcTHE10J8DH2rYfhZFkrKSYrnhSPWfKOsuK2+nldsDOL8sW84Ib7gprk51N8XJv2sor2gFXFzWuxlY0vhLMNFvPRzzPwFuKn8Rfwi8qu5Y9UPMy7hm+Voeqj/0JuYt5XPwKPBr4Mq6YzUBYv57Zcx+C6wt728zTP3ZFOd4/Rw4j/IPOMVFC64G/qv8+YK6Y7URxPyycvvNFEu/dqo7VhtBzDcFvlqW/ZgR3kRNxFsPx/zvy3HdDvwDffAhQA/F/Myy7Kny54Jy+1UU/zuH2l1Sd6w2gph/ElhB8V7xGuBldcdqI4j5nsAPypgvA95YV4yG/thJkiRJklS5Wk5klSRJkiQJTEolSZIkSTUyKZUkSZIk1cakVJIkSZJUG5NSSZIkSVJtTEolSX0nIm6JiFsjYllE/CoiFtQ9pm6JiAURkRHx+w3b3ltum10+nhwRn4+In0fEioj4fkS8uixb11Bvh3KfQ6o/EkmSCialkqR+NSczZwGfrnsg42A5cGTD48OAWxsefxF4AJiRmXsBxwFTGxuIiK2BpcCnMvOKcR2tJEktmJRKkvrR84FHhyuIiJMj4oaIuDkiTi+3TY+IWxr2OSwiLizvXxgRh3XaceP+ETEQEd8q7+8XEddGxE/Kn7uX2ydFxNkRsbwc07s76OZfgLll/ZcADwH3lo9fCrwa+HBmPgWQmXdk5r82jPH5wDeBJZm5sNNjkyRpPGxS9wAkSRoHWwO/a94YEW8EZgD7AQEsiYjXAb/sYt9PlW03+xnwusx8IiIOBD4BHAqcAOwGvKIse0EHffwWWB0Re1Mkp5cAf1OW7QUsy8wnW9S/AHg90EkCLEnSuHKmVJLUVyJiErB1Zj48TPEby9tPgB8DL6NIUgFeWp6Dugw4q6neWWXZ1RExs80Q1gCvGGb7tsA3yhnZT1MkjwAHAp/LzCcAMvOBNu0PWUSxhPfNwD93WAdgK+AFFEt6zx9FPUmSxoVJqSSp37wEuH2EsgA+mZmzytvvZ+aXyrKfD20HTm6qd3K5/evAgjb9fwZ4dUTcTHFu55AzgGsyc2/gEGDzhjFlJwfW5ArgWOCXmfnbhu0rgJdHxEj/4x8FDs/MrwGPR8TRY+hbkqSuMSmVJPWbw4HrRii7EnhbREwGiIidIuJFo2j7fmDTsu5JEXFS8w6ZeU9mHpCZ+wLHNxRtC/yqvH9cw/bvAu+MiE3Kdl9Q/vxkRLxlpIFk5iPA/wE+3rT958CNwOkREWVbMyJibrnLEw2zyCcBH4+IbdseuSRJ48RzSiVJfSMiTqSYkfxlRPxJufmFwKSI+HFmLomIPYDrynxtHXAM0Or8S4AzImIesBnwjnLby4AfjGJ4ZwIXRcT7gO81bP8iMBO4OSIeB74AnAfsAyxp1WBmLhqh6HjgHGBVRKynSKabZ3/JzFUR8WWK81v/bhTHIklS10TmWFYMSZLUe8rvI70zMy/sZPtz7OtbwF9m5mPdarOp/Ssz88/Go21JknqJM6WSJI1BZv7FOLdvQipJ2ig4UypJ6hvleZnZ/HUoI22XJEn1MymVJEmSJNXGq+9KkiRJkmpjUipJkiRJqo1JqSRJkiSpNialkiRJkqTamJRKkiRJkmrz/wGKSTkTS8Ko3QAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 26580\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 10865\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 12896\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 10822\n"
     ]
    },
    {
     "data": {
      "image/png": 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mXgU8MEKXg4EvZeFaYGpEbDfaQMZa3FW9X7eM8dSTT/Ltb3+bZcuWrXMMkiRJklSXTlxTugNwZ8PrVeU2jbMnn3ySJUuW1B2GJEmSJI1ZJ+6+G0NsG3L6LyKOA44D2HrrrZkxY8aYDjh58uQR9910000Bxjx+N9p0002A4pw2aTq/Ku42PDAw4F2NK2bOq2fOq2W+q2fOq2fOq2fOq2fOq9drOe9EUboK2Knh9Y7AXUN1zMz5wHyA7bffPm+99dYxHXDGjBmMtO8TTzwBMGKfiWbNmtcAxTm9Zs2ap59vscUWHHnkkeN+/P7+fvr6+sb9OHqGOa+eOa+W+a6eOa+eOa+eOa+eOa9er+W8E0XpIuCEiFhIcYOjhzLz7g6MO2ZHH310nYevzKRJk5gzZ07dYUiSJEnSmLUsSiPia0AfsE1ErAJOBTYCyMzPAYuBA4GVwBrg78cSyFjvZFv1ft0yxgaTJnHwwQd7911JkiRJE1rLojQzR1wbmkVF9a7RHnj77bfn1FNPHe1uQDFdPdKS1TPPPBOAk08+eUzjd6Mrryy+nnrqqc+8sCCVJEmSNMF14u67XWfJkiXelVaSJEmSJoCeLEolSZIkSRODRakkSZIkqTYWpZIkSZKk2nTiT8J0na233rruECRJkiRJbejJovQb3/hG3SFIkiRJktrg8l1JkiRJUm16sig96aSTOOmkk+oOQ5IkSZLUQk8u373mmmvqDkGSJEmS1IaenCmVJEmSJE0MFqWSJEmSpNpYlEqSJEmSatOT15TuuOOOdYcgSZIkSWpDTxalX/7yl+sOQZIkSZLUBpfvSpIkSZJq05NF6bx585g3b17dYUiSJEmSWujJ5btLly6tOwRJkiRJUht6cqZUkiRJkjQxWJRKkiRJkmpjUSpJkiRJqk1bRWlE7B8RKyJiZUScOET7H0XElRHxi4i4MSIO7Hyo7ZsxYwYzZsyoMwRJkiRJUhta3ugoIiYB5wJvAlYB10XEosy8uaHbh4FLM/O8iNgdWAxMH4d42zJ//vy6Di1JkiRJGoV2Zkr3AlZm5m2Z+TiwEDi4qU8Cm5fPtwDu6lyIkiRJkqReFZk5coeIQ4H9M/PY8vUxwN6ZeUJDn+2A7wFbApsB+2bmDUOMdRxwHMC0adNeuXDhwjEFPTAwwJQpU4ZtP/vsswF4//vfP6bxu9G8ebMAOOecpcwq/wbr0nPOqez4rXKuzjPn1TPn1TLf1TPn1TPn1TPn1TPn1ZsoOd9nn31uyMzZrfq183dKY4htzZXskcCCzPxURLwGuDgiXpaZTz1rp8z5wHyA2bNnZ19fXxuHf67+/n5G2ve0004DGLHPRDN1avG1r6/v6RdVnl+rnKvzzHn1zHm1zHf1zHn1zHn1zHn1zHn1ei3n7SzfXQXs1PB6R567PPftwKUAmXkN8Dxgm04EKEmSJEnqXe0UpdcBu0bELhGxMXAEsKipzx3AHICI2I2iKL23k4FKkiRJknpPy6I0M9cCJwBXALdQ3GV3eUScERFvLru9D/iHiPhv4GvA3Gx1saokSZIkab3XzjWlZOZiij/z0rjtlIbnNwOv62xoYzdr1qy6Q5AkSZIktaGtonSiOafCu9JKkiRJksaunWtKJUmSJEkaFz1ZlB599NEcffTRdYchSZIkSWqhJ5fvrlq1qu4QJEmSJElt6MmZUkmSJEnSxGBRKkmSJEmqjUWpJEmSJKk2PXlN6Wte85q6Q5AkSZIktaEni9KPf/zjdYcgSZIkSWqDy3clSZIkSbXpyaL0kEMO4ZBDDqk7DEmSJElSCz25fPf++++vOwRJkiRJUht6cqZUkiRJkjQxWJRKkiRJkmpjUSpJkiRJqk1PXlM6Z86cukOQJEmSJLWhJ4vSk08+ue4QJEmSJEltcPmuJEmSJKk2PVmUHnDAARxwwAF1hyFJkiRJaqGtojQi9o+IFRGxMiJOHKbPYRFxc0Qsj4ivdjbM0Xn00Ud59NFH6wxBkiRJktSGlteURsQk4FzgTcAq4LqIWJSZNzf02RU4CXhdZj4YEduOV8CSJEmSpN7RzkzpXsDKzLwtMx8HFgIHN/X5B+DczHwQIDN/19kwJUmSJEm9qJ2idAfgzobXq8ptjWYAMyLiJxFxbUTs36kAJUmSJEm9q50/CRNDbMshxtkV6AN2BH4UES/LzNXPGijiOOA4gGnTptHf3z/aeAEYGBgYcd/ddtsNYMzjd6PVq2cB0N+/lFmri7QurfD8WuVcnWfOq2fOq2W+q2fOq2fOq2fOq2fOq9drOW+nKF0F7NTwekfgriH6XJuZTwD/LyJWUBSp1zV2ysz5wHyA2bNnZ19f35iC7u/vZ6R9xzpuN5s6tfja19f39Isqz7NVztV55rx65rxa5rt65rx65rx65rx65rx6vZbzdpbvXgfsGhG7RMTGwBHAoqY+3wL2AYiIbSiW897WyUAlSZIkSb2nZVGamWuBE4ArgFuASzNzeUScERFvLrtdAdwfETcDVwIfyMz7xyvoVvr6+nrqkwNJkiRJ6lXtLN8lMxcDi5u2ndLwPIH3lg9JkiRJktrSzvJdSZIkSZLGhUWpJEmSJKk2FqWSJEmSpNq0dU3pRHPYYYfVHYIkSZIkqQ09WZQef/zxdYcgSZIkSWpDTy7fXbNmDWvWrKk7DEmSJElSCz05U3rggQcC0N/fX28gkiRJkqQR9eRMqSRJkiRpYrAolSRJkiTVxqJUkiRJklQbi1JJkiRJUm168kZHc+fOrTsESZIkSVIbLEolSZIkSbXpyeW79913H/fdd1/dYUiSJEmSWujJmdJDDz0U8O+USpIkSVK368mZUkmSJEnSxGBRKkmSJEmqjUWpJEmSJKk2FqWSJEmSpNr05I2O3vnOd9YdgiRJkiSpDW3NlEbE/hGxIiJWRsSJI/Q7NCIyImZ3LsTRO/zwwzn88MPrDEGSJEmS1IaWRWlETALOBQ4AdgeOjIjdh+j3fOCfgJ92OsjRuvPOO7nzzjvrDkOSJEmS1EI7M6V7ASsz87bMfBxYCBw8RL8zgU8Cf+hgfGNyzDHHcMwxx9QdhiRJkiSphXaK0h2AxmnHVeW2p0XEnsBOmfmdDsYmSZIkSepx7dzoKIbYlk83RmwAfBqY23KgiOOA4wCmTZtGf39/W0E2GxgYGHHf1atXA4x5/G60evUsAPr7lzKrPL+lFZ5fq5yr88x59cx5tcx39cx59cx59cx59cx59Xot5+0UpauAnRpe7wjc1fD6+cDLgP6IAHghsCgi3pyZ1zcOlJnzgfkAs2fPzr6+vjEF3d/fz0j7Tp06FWDEPhNNeUrFOdVwfq1yrs4z59Uz59Uy39Uz59Uz59Uz59Uz59XrtZy3s3z3OmDXiNglIjYGjgAWDTZm5kOZuU1mTs/M6cC1wHMKUkmSJEmSmrWcKc3MtRFxAnAFMAm4IDOXR8QZwPWZuWjkEar3vve9r+4QJEmSJEltaGf5Lpm5GFjctO2UYfr2rXtY6+aggw6qOwRJkiRJUhvaWb474axYsYIVK1bUHYYkSZIkqYW2Zkonmne84x1Ab919V5IkSZJ6UU/OlEqSJEmSJgaLUkmSJElSbSxKJUmSJEm1sSiVJEmSJNWmJ2909OEPf7juECRJkiRJbejJonTfffetOwRJkiRJUht6cvnu0qVLWbp0ad1hSJIkSZJa6MmZ0nnz5gH+nVJJkiRJ6nY9OVMqSZIkSZoYLEolSZIkSbWxKJUkSZIk1caiVJIkSZJUm5680dHHPvaxukOQJEmSJLWhJ4vS1772tXWHIEmSJElqQ08u37366qu5+uqr6w5DkiRJktRCT86UfvCDHwT8O6WSJEmS1O16cqZUkiRJkjQxWJRKkiRJkmrTVlEaEftHxIqIWBkRJw7R/t6IuDkiboyIJRGxc+dDlSRJkiT1mpZFaURMAs4FDgB2B46MiN2buv0CmJ2ZLwcuAz7Z6UAlSZIkSb2nnRsd7QWszMzbACJiIXAwcPNgh8y8sqH/tcDRnQxytM4555w6Dy9JkiRJalNk5sgdIg4F9s/MY8vXxwB7Z+YJw/T/DPDbzPzIEG3HAccBTJs27ZULFy4cU9ADAwNMmTJlTPtOVPPmzQLgnHOWMmvePACWVlh8r485r5s5r545r5b5rp45r545r545r545r95Eyfk+++xzQ2bObtWvnZnSGGLbkJVsRBwNzAbeOFR7Zs4H5gPMnj07+/r62jj8c/X39zPSvt///vcB2Hfffcc0fjeaOrX42tfX9/SLseZvLFrlXJ1nzqtnzqtlvqtnzqtnzqtnzqtnzqvXazlvpyhdBezU8HpH4K7mThGxL/Ah4I2Z+Vhnwhubj3ykmKTtpaJUkiRJknpRO3ffvQ7YNSJ2iYiNgSOARY0dImJP4PPAmzPzd50PU5IkSZLUi1oWpZm5FjgBuAK4Bbg0M5dHxBkR8eay21nAFODrEbE0IhYNM5wkSZIkSU9rZ/kumbkYWNy07ZSG566TlSRJkiSNWjvLdyVJkiRJGhdtzZRONJ///OfrDkGSJEmS1IaeLEpnzpxZdwiSJEmSpDb05PLdyy+/nMsvv7zuMCRJkiRJLfTkTOmnPvUpAA466KCaI5EkSZIkjaQnZ0olSZIkSRODRakkSZIkqTYWpZIkSZKk2liUSpIkSZJq05M3Orr44ovrDkGSJEmS1IaeLEp32mmnukOQJEmSJLWhJ5fvXnLJJVxyySV1hyFJkiRJaqEnZ0rPO+88AA4//PCaI5EkSZIkjaQnZ0olSZIkSRODRakkSZIkqTYWpZIkSZKk2liUSpIkSZJq05M3OrrsssvqDkGSJEmS1IaeLEq32WabukOQJEmSJLWhreW7EbF/RKyIiJURceIQ7ZMj4pKy/acRMb3TgY7GggULWLBgQZ0hSJIkSZLa0HKmNCImAecCbwJWAddFxKLMvLmh29uBBzPzxRFxBPAJoLY/EjpYkM6dO7euEMbVwCOPsPrBBzn/9NPXaZyIIDPb6jtjxgxOH+J4oxmjE3FssskmHHDAAeyxxx7rdExJkiRJ3aGdmdK9gJWZeVtmPg4sBA5u6nMwcFH5/DJgTkRE58LUoGXLlnH//fezdu3adR5rXYvJOsZ49NFH+fa3v82yZcvW+biSJEmS6tdOUboDcGfD61XltiH7ZOZa4CFg604EqGdbsmQJ+dRTdYdRqyeffJIlS5bUHYYkSZKkDmjnRkdDzXg2T22104eIOA44DmDatGn09/e3cfjnGhgYGHHf1atXA4x5/G60evUsoMjbJptuChRLaqsyefLkSo/Xjl56f4fS6vtcnWfOq2W+q2fOq2fOq2fOq2fOq9drOW+nKF0F7NTwekfgrmH6rIqIDYEtgAeaB8rM+cB8gNmzZ2dfX98YQi6KkZH2nTp1KsCIfSaa8pS45557eHTNGgBuvfXWyo4/Y8aMSo/XyhZbbMGRRx5ZdxjjqtX3uTrPnFfLfFfPnFfPnFfPnFfPnFev13LezvLd64BdI2KXiNgYOAJY1NRnEfDW8vmhwA+yExcbjtHixYtZvHhxXYcfV3PmzCE2aOumyT1r0qRJzJkzp+4wJEmSJHVAy5nSzFwbEScAVwCTgAsyc3lEnAFcn5mLgPOBiyNiJcUM6RHjGXQrm5bLW3vRHnvswcDWW7P6wQfXeayq75zbiTG8+64kSZLUW9pZvktmLgYWN207peH5H4C/7WxoY/fZz34WgOOPP77mSMbHlM02Y8pmm3HqqadWdsz+/v6eXy4rSZIkqXo9uQ700ksv5dJLL607DEmSJElSCz1ZlEqSJEmSJgaLUkmSJElSbSxKJUmSJEm1sSiVJEmSJNUm6vpzohFxL/CbMe6+DXBfB8NRa+a8eua8eua8Wua7eua8eua8eua8eua8ehMl5ztn5gtadaqtKF0XEXF9Zs6uO471iTmvnjmvnjmvlvmunjmvnjmvnjmvnjmvXq/l3OW7kiRJkqTaWJRKkiRJkmozUYvS+XUHsB4y59Uz59Uz59Uy39Uz59Uz59Uz59Uz59XrqZxPyGtKJUmSJEm9YaLOlEqSJEmSesC4FqURsX9ErIiIlRFxYsP2P4uIn0fETRFxUURsOMz+Xyn3vykiLoiIjcrtERH/Vo57Y0T8yTCANMg5AAAKfUlEQVT7XxARv4uIm5q2nxYR/xMRS8vHgZ087zp1cc5nRcS1Zb6vj4i9Onnedaoz5xGxU0RcGRG3RMTyiPjnhra/Lbc9FRE9c3c2GNecvyQiromIxyLi/SMc/5URsaw8/r9FRJTbt4qI/4qIX5Vft+z0udeli3N+ZvnvY2lEfC8itu/0udelW3Netr27HHt5RHyyk+ddp27NeUS8otx/WURcHhGbd/rc69IFOf9oRNwZEQNN298bETeXP1+WRMTOnTrnunVxzudGxL3xzO/nx3bqnOvWxTn/oyh+j/xF+b1eX02UmePyACYBvwZeBGwM/DewO0UhfCcwo+x3BvD2YcY4EIjy8TXgnQ3bv1tufzXw02H2/1PgT4CbmrafBrx/vM69rkeX5/x7wAENY/XXna9eyDmwHfAn5fPnA7cCu5evdwNmAv3A7LpzNUFyvi3wKuCjI/2MAH4GvKbc/7sN39ufBE4sn58IfKLufK0HOd+8oc8/AZ+rO1/rQc73Ab4PTB4cr+58rQc5vw54Y/n8bcCZdeerh3L+aor/Sweatu8DbFo+fydwSd35Wg9yPhf4TN05Ws9yPr9hrN2B2+vK03jOlO4FrMzM2zLzcWAhcDCwNfBYZt5a9vsv4JChBsjMxVmi+EG9Y9l0MPClsulaYGpEbDfE/lcBD3T0rLpbN+c8gcFPdrcA7hrTGXafWnOemXdn5s/L578HbgF2KF/fkpkrOnmyXWLccp6Zv8vM64Anhjt4+R5snpnXlPt/Cfirsvlg4KLy+UUN2ye6rs15Zj7c0HUzip81vaBrc07xC/q/ZOZjg+Ot47l2i27O+UzgqlbHn4BqzXnZ79rMvHuI7Vdm5pry5bU883/zRNe1Oe9h3Zzzrvn9fDyL0h0oqv9Bq8pt9wEbxTPLCQ8FdhppoHKK+hjgP1uMPRonlNPUF0TvLLHr5pzPA86KiDuBs4GTRrFvN+uanEfEdGBP4KdtRz8xjWfO2z3+qiGODzBt8Id++XXbUYzbzbo5508vSwKOAk4ZxbjdrJtzPgN4Q0T8NCJ+GBGvGsW43aybc34T8Oby+d+2Ov4EUnfO2/V2ipnrXtDtOT+k/P38sojw+7zJOOT8NODoiFgFLAbe3aFxR208i9IYYttghX8E8OmI+Bnwe2Bti7E+C1yVmT8aaexRxHYe8MfALOBu4FOj2LebdXPO3wm8JzN3At4DnD+KfbtZV+Q8IqYA3wDmNc0c9aLxzPmYjz+K/Seirs55Zn6o/NnyFeCEUYzbzbo55xsCW1IsB/sAcGlEDNV/ounmnL8NeFdE3EBxqcbjoxi3m9Wd89YBRhwNzAbO6uS4NermnF8OTM/Ml1NcInBRi/4TRTfn/EhgQWbuSLFE+OKIqOVGuENeTNshq3h2tb8j5ZRwZl4DvAEgIvaj+NSViLgCmAZcn5nHlttOBV4AvKOdsduRmfcMPo+ILwDfaXffLte1OQfeCgzehOfrwBdHsW83qz3n5adm3wC+kpnf7MhZdbfxzHm7x29cxtX4vtwTEdtl5t3lUrxeWdbYzTlv9FXgP4BTRzl+N+rmnK8Cvjm4jCwingK2Ae4d5TG6TdfmPDN/CexXjj8D+ItRjt2t6s75iCJiX+BDFNfzPtbJsWvUtTnPzPsbXn4B+ESnxq5Z1+acYhXA/oOxRMTzKH6eV//7S47fRb0bArcBu/DMRb0vLdu2Lb9OBpYAfzbMGMcCVwObNG3/C559A5ifjRDHdJ57053tGp6/B1g4Xnmo8tHlOb8F6CufzwFuqDtfvZDzsu1LwDkjxNhPb93oaNxy3tB+GiPfMOC68j0ZvBnJgeX2s3j2jY4+WXe+1oOc79rQ593AZXXnaz3I+T8CZ5TPZ1AsS4u6c9bjOR88/gYUP/PfVne+eiXnDf2abwCzJ8XNaXZt51wmyqPLc974+/lfA9fWna/1IOffBeaWz3ejKJZr+Xk+3m/CgRR3A/018KGG7WdRFCkrKJYbDrf/2nLfpeXjlHJ7AOeWbcsY5hduirtT3U1x8e8qyjtaAReX+90ILGr8RzDRH12c89cDN5T/EH8KvLLuXPVCzsu8Zvm9PLj/4C8xf12+B48B9wBX1J2rCZDzF5Y5exhYXT7ffIj9Z1Nc4/Vr4DOUP8ApblqwBPhV+XWrunO1HuT8G+X2GymWfu1Qd67Wg5xvDHy5bPs5w/wSNREfXZzzfy7juhX4F3rgQ4Auyvkny7anyq+nldu/T/F/5+C4i+rO1XqQ848Dyyl+V7wSeEnduVoPcr478JMy50uB/erK0eAPO0mSJEmSKlfLhaySJEmSJIFFqSRJkiSpRhalkiRJkqTaWJRKkiRJkmpjUSpJkiRJqo1FqSSp50TETRFxc0QsjYj/iYjT6o6pUyLitIjIiHhxw7b3lNtml6+nRMTnI+LXEbE8Iq6KiL3LtoGG/bYr+xxU/ZlIklSwKJUk9aoDMnMW8Om6AxkHy4AjGl4fCtzc8PqLwAPArpn5UmAusE3jABHxfGAx8InMvHxco5UkaQQWpZKkXrQR8NhQDRHxgYi4LiJujIjTy23TI+Kmhj6HRsSC8vmCiDi03QM39o+Ivoj4Tvl8r4i4OiJ+UX6dWW6fFBFnR8SyMqZ3t3GYbwEHl/u/CHgIuLd8/cfA3sCHM/MpgMy8LTP/oyHGjYBvAosyc3675yZJ0njYsO4AJEkaB88Hft+8MSL2A3YF9gICWBQRfwrc0cFjP1WO3eyXwJ9m5tqI2Bf4GHAIcBywC7Bn2bZVG8d4GLgzIl5GUZxeAvx92fZSYGlmPjnC/hcAbwTaKYAlSRpXzpRKknpKREwCnp+ZjwzRvF/5+AXwc+AlFEUqwB+X16AuBc5q2u+ssm1JRMxoEcIqYM8htm8BfL2ckf00RfEIsC/wucxcC5CZD7QYf9BCiiW8fwX8e5v7AGwGbEWxpPfcUewnSdK4sCiVJPWaFwG3DtMWwMczc1b5eHFmnl+2/XpwO/CBpv0+UG7/GnBai+N/Ftg7Im6kuLZz0JnAlZn5MuAg4HkNMWU7J9bkcuAY4I7MfLhh+3LgFREx3P/xjwGHZeZXgSci4qgxHFuSpI6xKJUk9ZrDgGuGabsCeFtETAGIiB0iYttRjH0/sHG57wkRcUJzh8z8bWbOycyXA8c2NG0B/E/5fG7D9u8B/xgRG5bjblV+/XhE/PVwgWTmo8D/Bj7atP3XwPXA6RER5Vi7RsTBZZe1DbPIJwAfjYgtWp65JEnjxGtKJUk9IyLeSTEjeUdEvL7c/AJgUkT8PDMXRcRuwDVlvTYAHA2MdP0lwJkRMQ+YDLyj3PYS4CejCO+TwEUR8V7gBw3bvwjMAG6MiCeALwCfAfYAFo00YGYuHKbpWOBTwMqIWENRTDfP/pKZKyPiQorrW981inORJKljInMsK4YkSeo+5d8jvT0zF7SzfR2P9R3gbzLz8U6N2TT+FZn55+MxtiRJ3cSZUkmSxiAz/3Kcx7cglSStF5wplST1jPK6zGz+cyjDbZckSfWzKJUkSZIk1ca770qSJEmSamNRKkmSJEmqjUWpJEmSJKk2FqWSJEmSpNpYlEqSJEmSavP/AQowxK3xFqwvAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 3768\n"
     ]
    },
    {
     "data": {
      "image/png": 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dHHfccZ1FOczMmTPHPPb0008Hqlslt4oIMnNCYzbdx623vocIOO64M3nPb34Dmfzo5JOZM2cOO+2003OKR5IkSZKa0namNDN/Ctw3RpO9gG9l5XJgWkRs3q7fp556qvMou+S5FpNN9/H0YeXBAw88wAUXXMC11177nGOSJEmSpCZ045rSLYFlLc+Xl22qweOPP86iRYuaDkOSJEmSJqQbd9+NEbaNOBUYEYcChwJsuummzJw5c0IDrrvuumMeu/766wNMuP9etP766wHVOa03wvlN9h2HV65c6V2Na2bO62fO62W+62fO62fO62fO62fO69dvOe9GUboc2Lrl+VbA7SM1zMz5wHyALbbYIm+66aYJDThz5kzGOvbxxx8HGLPNVLNq1RuA6pzesGrV048BNt54Yw444IBJHX9wcJCBgYFJHUPPZM7rZ87rZb7rZ87rZ87rZ87rZ87r128570ZRugA4PCLOprrB0QOZeUcX+p2wAw88sMnha7X22mszZ86cpsOQJEmSpAlpW5RGxPeAAWCziFgOHAOsDZCZpwELgT2ApcAq4L2dDLzGGvV/ROpUvvtudVzLg0w23nhj774rSZIkaUprW5Rm5pjrQrOqrj483oFf/OIXc8wxx4z3MKCarh5rueoJJ5wAwFFHHTWh/nvRJZdU34855pinn8ybN6/BiCRJkiTpuat/urIGixYt8o60kiRJkjQF9GVRKkmSJEmaGixKJUmSJEmNsSiVJEmSJDWmGx8J03M23XTTpkOQJEmSJHWgL4vS888/v+kQJEmSJEkdcPmuJEmSJKkxfVmUHnnkkRx55JFNhyFJkiRJaqMvl+9edtllTYcgSZIkSepAX86USpIkSZKmBotSSZIkSVJjLEolSZIkSY3py2tKt9pqq6ZDkCRJkiR1oC+L0m9/+9tNhyBJkiRJ6oDLdyVJkiRJjenLonTevHnMmzev6TAkSZIkSW305fLdxYsXNx2CJEmSJKkDfTlTKkmSJEmaGixKJUmSJEmNsSiVJEmSJDWmo6I0InaPiCURsTQijhhh/0si4pKIuDoiromIPbofaudmzpzJzJkzmwxBkiRJktSBtjc6iog1gVOAtwLLgSsiYkFm3tDS7NPAuZl5akTsACwEZkxCvB2ZP39+U0NLkiRJksahk5nSnYGlmXlLZj4GnA3sNaxNAhuVxxsDt3cvREmSJElSv4rMHLtBxD7A7pl5SHl+ELBLZh7e0mZz4CfAC4ANgN0y86oR+joUOBRg+vTprzv77LMnFPTKlSvZcMMNR91/0kknAfDxj398Qv33onnzZgFw8smLmVU+g3XxySfXNn67nKv7zHn9zHm9zHf9zHn9zHn9zHn9zHn9pkrOd91116syc3a7dp18TmmMsG14JXsAcEZmfiki3gCcFRE7ZuZTzzgocz4wH2D27Nk5MDDQwfDPNjg4yFjHHnvssQBjtplqpk2rvg8MDDz9pM7za5dzdZ85r585r5f5rp85r585r585r585r1+/5byT5bvLga1bnm/Fs5fnvh84FyAzLwOeB2zWjQAlSZIkSf2rk6L0CmDbiNgmItYB9gcWDGtzGzAHICK2pypK7+5moJIkSZKk/tO2KM3MJ4DDgYuAG6nusnt9RBwfEe8ozT4G/K+I+BXwPeDgbHexqiRJkiRptdfJNaVk5kKqj3lp3XZ0y+MbgD/pbmgTN2vWrKZDkCRJkiR1oKOidKo5uca70kqSJEmSJq6Ta0olSZIkSZoUfVmUHnjggRx44IFNhyFJkiRJaqMvl+8uX7686RAkSZIkSR3oy5lSSZIkSdLUYFEqSZIkSWqMRakkSZIkqTF9eU3pG97whqZDkCRJkiR1oC+L0s9//vNNhyBJkiRJ6oDLdyVJkiRJjenLonTvvfdm7733bjoMSZIkSVIbfbl899577206BEmSJElSB/pyplSSJEmSNDVYlEqSJEmSGmNRKkmSJElqTF9eUzpnzpymQ5AkSZIkdaAvi9Kjjjqq6RAkSZIkSR1w+a4kSZIkqTF9WZTOnTuXuXPnNh2GJEmSJKmNjorSiNg9IpZExNKIOGKUNvtGxA0RcX1EfLe7YY7PI488wiOPPNJkCJIkSZKkDrS9pjQi1gROAd4KLAeuiIgFmXlDS5ttgSOBP8nM+yPiRZMVsCRJkiSpf3QyU7ozsDQzb8nMx4Czgb2GtflfwCmZeT9AZt7V3TAlSZIkSf2ok6J0S2BZy/PlZVurmcDMiPiviLg8InbvVoCSJEmSpP7VyUfCxAjbcoR+tgUGgK2An0XEjpm54hkdRRwKHAowffp0BgcHxxsvACtXrhzz2O233x5gwv33ohUrZgEwOLiYWSuqtC6u8fza5VzdZ87rZ87rZb7rZ87rZ87rZ87rZ87r128576QoXQ5s3fJ8K+D2EdpcnpmPA/8dEUuoitQrWhtl5nxgPsDs2bNzYGBgQkEPDg4y1rET7beXTZtWfR8YGHj6SZ3n2S7n6j5zXj9zXi/zXT9zXj9zXj9zXj9zXr9+y3kny3evALaNiG0iYh1gf2DBsDY/AnYFiIjNqJbz3tLNQCVJkiRJ/adtUZqZTwCHAxcBNwLnZub1EXF8RLyjNLsIuDcibgAuAT6RmfdOVtDtDAwM9NU7B5IkSZLUrzpZvktmLgQWDtt2dMvjBP62fEmSJEmS1JFOlu9KkiRJkjQpLEolSZIkSY2xKJUkSZIkNaaja0qnmn333bfpECRJkiRJHejLovRDH/pQ0yFIkiRJkjrQl8t3V61axapVq5oOQ5IkSZLURl/OlO6xxx4ADA4ONhuIJEmSJGlMfTlTKkmSJEmaGixKJUmSJEmNsSiVJEmSJDXGolSSJEmS1Ji+vNHRwQcf3HQIkiRJkqQOWJRKkiRJkhrTl8t377nnHu65556mw5AkSZIktdGXM6X77LMP4OeUSpIkSVKv68uZUkmSJEnS1GBRKkmSJElqjEWpJEmSJKkxFqWSJEmSpMb05Y2ODjvssKZDkCRJkiR1oKOZ0ojYPSKWRMTSiDhijHb7RERGxOzuhTh+++23H/vtt1+TIUiSJEmSOtC2KI2INYFTgLnADsABEbHDCO2eD/w18PNuBzley5YtY9myZU2HIUmSJElqo5OZ0p2BpZl5S2Y+BpwN7DVCuxOAE4HfdzG+CTnooIM46KCDmg5DkiRJktRGJ0XplkDrtOPysu1pEfEaYOvM/HEXY5MkSZIk9blObnQUI2zLp3dGrAF8GTi4bUcRhwKHAkyfPp3BwcGOghxu5cqVYx67YsUKgAn334tWrJgFwODgYmaV81tc4/m1y7m6z5zXz5zXy3zXz5zXz5zXz5zXz5zXr99y3klRuhzYuuX5VsDtLc+fD+wIDEYEwIuBBRHxjsy8srWjzJwPzAeYPXt2DgwMTCjowcFBxjp22rRpAGO2mWrKKVXn1MD5tcu5us+c18+c18t818+c18+c18+c18+c16/fct7J8t0rgG0jYpuIWAfYH1gwtDMzH8jMzTJzRmbOAC4HnlWQSpIkSZI0XNuZ0sx8IiIOBy4C1gS+mZnXR8TxwJWZuWDsHur3sY99rOkQJEmSJEkd6GT5Lpm5EFg4bNvRo7QdeO5hPTd77rln0yFIkiRJkjrQyfLdKWfJkiUsWbKk6TAkSZIkSW10NFM61XzgAx8A+uvuu5IkSZLUj/pyplSSJEmSNDVYlEqSJEmSGmNRKkmSJElqjEWpJEmSJKkxfXmjo09/+tNNhyBJkiRJ6kBfFqW77bZb0yFIkiRJkjrQl8t3Fy9ezOLFi5sOQ5IkSZLURl/OlM6bNw/wc0olSZIkqdf15UypJEmSJGlqsCiVJEmSJDXGolSSJEmS1BiLUkmSJElSY/ryRkef+9znmg5BkiRJktSBvixK//iP/7jpECRJkiRJHejL5buXXnopl156adNhSJIkSZLa6MuZ0k9+8pOAn1MqSZIkSb2uL2dKJUmSJElTg0WpJEmSJKkxHRWlEbF7RCyJiKURccQI+/82Im6IiGsiYlFEvLT7oUqSJEmS+k3bojQi1gROAeYCOwAHRMQOw5pdDczOzFcB5wEndjtQSZIkSVL/6eRGRzsDSzPzFoCIOBvYC7hhqEFmXtLS/nLgwG4GOV4nn3xyk8NLkiRJkjoUmTl2g4h9gN0z85Dy/CBgl8w8fJT2XwXuzMzPjLDvUOBQgOnTp7/u7LPPnlDQK1euZMMNN5zQsVPVvHmzADj55MXMmjcPgMU1Ft+rY86bZs7rZ87rZb7rZ87rZ87rZ87rZ87rN1Vyvuuuu16VmbPbtetkpjRG2DZiJRsRBwKzgbeMtD8z5wPzAWbPnp0DAwMdDP9sg4ODjHXsxRdfDMBuu+02of570bRp1feBgYGnn0w0fxPRLufqPnNeP3NeL/NdP3NeP3NeP3NeP3Nev37LeSdF6XJg65bnWwG3D28UEbsBnwLekpmPdie8ifnMZ6pJ2n4qSiVJkiSpH3Vy990rgG0jYpuIWAfYH1jQ2iAiXgN8HXhHZt7V/TAlSZIkSf2obVGamU8AhwMXATcC52bm9RFxfES8ozT7IrAh8P2IWBwRC0bpTpIkSZKkp3WyfJfMXAgsHLbt6JbHrpOVJEmSJI1bJ8t3JUmSJEmaFB3NlE41X//615sOQZIkSZLUgb4sSrfbbrumQ5AkSZIkdaAvl+9ecMEFXHDBBU2HIUmSJElqoy9nSr/0pS8BsOeeezYciSRJkiRpLH05UypJkiRJmhosSiVJkiRJjbEolSRJkiQ1xqJUkiRJktSYvrzR0VlnndV0CJIkSZKkDvRlUbr11ls3HYIkSZIkqQN9uXz3nHPO4Zxzzmk6DEmSJElSG305U3rqqacCsN9++zUciSRJkiRpLH05UypJkiRJmhosSiVJkiRJjbEolSRJkiQ1xqJUkiRJktSYvrzR0Xnnndd0CJIkSZKkDvRlUbrZZps1HYIkSZIkqQMdLd+NiN0jYklELI2II0bYv25EnFP2/zwiZnQ70PE444wzOOOMM5oMQZIkSZLUgbYzpRGxJnAK8FZgOXBFRCzIzBtamr0fuD8z/ygi9ge+ADT2IaFDBenBBx/cVAiTauXDD7Pi/vv5xnHHjfvYiCAzx33czJkzOW4C43Vj7Fbrrbcec+fOZaeddnpO/UiSJEnqDZ3MlO4MLM3MWzLzMeBsYK9hbfYCziyPzwPmRER0L0wNufbaa7n33nt54oknJnT8cy0Kn4tujP3II4/wz//8z1x77bVdiEiSJElS0zopSrcElrU8X162jdgmM58AHgA27UaAeqZFixaRTz3VdBiNevLJJ1m0aFHTYUiSJEnqgk5udDTSjOfwKa9O2hARhwKHAkyfPp3BwcEOhn+2lStXjnnsihUrACbcfy9asWIWUOVtvfXXB6oltXVZd911ax2vE/308x1Ju9e5us+c18t818+c18+c18+c18+c16/fct5JUboc2Lrl+VbA7aO0WR4RawEbA/cN7ygz5wPzAWbPnp0DAwMTCLkqRsY6dtq0aQBjtplqyinxu9/9jkdWrQLgpptuqm38mTNn1jpeOxtvvDEHHHBA02FMqnavc3WfOa+X+a6fOa+fOa+fOa+fOa9fv+W8k+W7VwDbRsQ2EbEOsD+wYFibBcB7yuN9gH/PBi9eXLhwIQsXLmxq+Ek1Z84cYo2Obprct9Zcc03mzJnTdBiSJEmSuqDtTGlmPhERhwMXAWsC38zM6yPieODKzFwAfAM4KyKWUs2Q7j+ZQbezflne2o922mknVm66KSvuv39Cx3fjDrgT5d13JUmSJA3XyfJdMnMhsHDYtqNbHv8e+KvuhjZxX/va1wD40Ic+1HAkk2PDDTZgww024JhjjqltzMHBwb5fLitJkiSpfn25DvTcc8/l3HPPbToMSZIkSVIbfVmUSpIkSZKmBotSSZIkSVJjLEolSZIkSY2xKJUkSZIkNSYa/HiQu4HfTPDwzYB7uhiO2jPn9TPn9TPn9TLf9TPn9TPn9TPn9TPn9ZsqOX9pZr6wXaPGitLnIiKuzMzZTcexOjHn9TPn9TPn9TLf9TPn9TPn9TPn9TPn9eu3nLt8V5IkSZLUGItSSZIkSVJjpmpROr/pAFZD5rx+5rx+5rwJBPhPAAAK1klEQVRe5rt+5rx+5rx+5rx+5rx+fZXzKXlNqSRJkiSpP0zVmVJJkiRJUh+Y1KI0InaPiCURsTQijmjZ/qcR8cuIuC4izoyItUY5/jvl+Osi4psRsXbZHhHxldLvNRHx2lGO/2ZE3BUR1w3bfmxE/DYiFpevPbp53k3q4ZzPiojLS76vjIidu3neTWoy5xGxdURcEhE3RsT1EfE3Lfv+qmx7KiL65u5sMKk5f0VEXBYRj0bEx8cY/3URcW0Z/ysREWX7JhHxbxHx/8r3F3T73JvSwzk/ofz7WBwRP4mILbp97k3p1ZyXfR8pfV8fESd287yb1Ks5j4hXl+OvjYgLImKjbp97U3og55+NiGURsXLY9r+NiBvK75dFEfHSbp1z03o45wdHxN3xh7/PD+nWOTeth3P+kqj+jry6vNabq4kyc1K+gDWBm4GXAesAvwJ2oCqElwEzS7vjgfeP0sceQJSv7wGHtWy/sGx/PfDzUY5/M/Ba4Lph248FPj5Z597UV4/n/CfA3Ja+BpvOVz/kHNgceG15/HzgJmCH8nx7YDtgEJjddK6mSM5fBPwP4LNj/Y4AfgG8oRx/Yctr+0TgiPL4COALTedrNcj5Ri1t/ho4rel8rQY53xW4GFh3qL+m87Ua5PwK4C3l8fuAE5rOVx/l/PVU/5euHLZ9V2D98vgw4Jym87Ua5Pxg4KtN52g1y/n8lr52AG5tKk+TOVO6M7A0M2/JzMeAs4G9gE2BRzPzptLu34C9R+ogMxdmQfWLequyay/gW2XX5cC0iNh8hON/CtzX1bPqbb2c8wSG3tndGLh9QmfYexrNeWbekZm/LI8fAm4EtizPb8zMJd082R4xaTnPzLsy8wrg8dEGLz+DjTLzsnL8t4C/KLv3As4sj89s2T7V9WzOM/PBlqYbUP2u6Qc9m3OqP9D/LjMfHervOZ5rr+jlnG8H/LTd+FNQozkv7S7PzDtG2H5JZq4qTy/nD/83T3U9m/M+1ss575m/zyezKN2SqvofsrxsuwdYO/6wnHAfYOuxOipT1AcB/9qm7/E4vExTfzP6Z4ldL+d8HvDFiFgGnAQcOY5je1nP5DwiZgCvAX7ecfRT02TmvNPxl48wPsD0oV/65fuLxtFvL+vlnD+9LAl4N3D0OPrtZb2c85nAmyLi5xHxHxHxP8bRby/r5ZxfB7yjPP6rduNPIU3nvFPvp5q57ge9nvO9y9/n50WEr/NhJiHnxwIHRsRyYCHwkS71O26TWZTGCNuGKvz9gS9HxC+Ah4An2vT1NeCnmfmzsfoeR2ynAi8HZgF3AF8ax7G9rJdzfhjw0czcGvgo8I1xHNvLeiLnEbEhcD4wb9jMUT+azJxPePxxHD8V9XTOM/NT5XfLd4DDx9FvL+vlnK8FvIBqOdgngHMjYqT2U00v5/x9wIcj4iqqSzUeG0e/vazpnLcPMOJAYDbwxW7226BezvkFwIzMfBXVJQJntmk/VfRyzg8AzsjMraiWCJ8VEY3cCHfEi2m7ZDnPrPa3okwJZ+ZlwJsAIuJtVO+6EhEXAdOBKzPzkLLtGOCFwAc66bsTmfm7occR8Y/Ajzs9tsf1bM6B9wBDN+H5PvBP4zi2lzWe8/Ku2fnAdzLzB105q942mTnvdPzWZVytP5ffRcTmmXlHWYrXL8saeznnrb4L/AtwzDj770W9nPPlwA+GlpFFxFPAZsDd4xyj1/RszjPz18DbSv8zgT8bZ9+9qumcjykidgM+RXU976Pd7LtBPZvzzLy35ek/Al/oVt8N69mcU60C2H0oloh4HtXv8/r/fsnJu6h3LeAWYBv+cFHvK8u+F5Xv6wKLgD8dpY9DgEuB9YZt/zOeeQOYX4wRxwyefdOdzVsefxQ4e7LyUOdXj+f8RmCgPJ4DXNV0vvoh52Xft4CTx4hxkP660dGk5bxl/7GMfcOAK8rPZOhmJHuU7V/kmTc6OrHpfK0GOd+2pc1HgPOaztdqkPMPAseXxzOplqVF0znr85wPjb8G1e/89zWdr37JeUu74TeAeQ3VzWm27eRcpspXj+e89e/zdwKXN52v1SDnFwIHl8fbUxXLjfw+n+wfwh5UdwO9GfhUy/YvUhUpS6iWG452/BPl2MXl6+iyPYBTyr5rGeUPbqq7U91BdfHvcsodrYCzynHXAAta/xFM9a8ezvkbgavKP8SfA69rOlf9kPOS1yyv5aHjh/6IeWf5GTwK/A64qOlcTYGcv7jk7EFgRXm80QjHz6a6xutm4KuUX+BUNy1YBPy/8n2TpnO1GuT8/LL9GqqlX1s2navVIOfrAN8u+37JKH9ETcWvHs7535S4bgL+jj54E6CHcn5i2fdU+X5s2X4x1f+dQ/0uaDpXq0HOPw9cT/W34iXAK5rO1WqQ8x2A/yo5Xwy8rakcDf2ykyRJkiSpdo1cyCpJkiRJEliUSpIkSZIaZFEqSZIkSWqMRakkSZIkqTEWpZIkSZKkxliUSpL6TkRcFxE3RMTiiPhtRBzbdEzdEhHHRkRGxB+1bPto2Ta7PN8wIr4eETdHxPUR8dOI2KXsW9ly3OalzZ71n4kkSRWLUklSv5qbmbOALzcdyCS4Fti/5fk+wA0tz/8JuA/YNjNfCRwMbNbaQUQ8H1gIfCEzL5jUaCVJGoNFqSSpH60NPDrSjoj4RERcERHXRMRxZduMiLiupc0+EXFGeXxGROzT6cCt7SNiICJ+XB7vHBGXRsTV5ft2ZfuaEXFSRFxbYvpIB8P8CNirHP8y4AHg7vL85cAuwKcz8ymAzLwlM/+lJca1gR8ACzJzfqfnJknSZFir6QAkSZoEzwceGr4xIt4GbAvsDASwICLeDNzWxbGfKn0P92vgzZn5RETsBnwO2Bs4FNgGeE3Zt0kHYzwILIuIHamK03OA95Z9rwQWZ+aTYxz/TeAtQCcFsCRJk8qZUklSX4mINYHnZ+bDI+x+W/m6Gvgl8AqqIhXg5eUa1MXAF4cd98Wyb1FEzGwTwnLgNSNs3xj4fpmR/TJV8QiwG3BaZj4BkJn3tel/yNlUS3j/Avhhh8cAbABsQrWk95RxHCdJ0qSwKJUk9ZuXATeNsi+Az2fmrPL1R5n5jbLv5qHtwCeGHfeJsv17wLFtxv8asEtEXEN1beeQE4BLMnNHYE/geS0xZScnNswFwEHAbZn5YMv264FXR8Ro/8c/Cuybmd8FHo+Id09gbEmSusaiVJLUb/YFLhtl30XA+yJiQ4CI2DIiXjSOvu8F1inHHh4Rhw9vkJl3ZuaczHwVcEjLro2B35bHB7ds/wnwwYhYq/S7Sfn++Yh452iBZOYjwP8BPjts+83AlcBxERGlr20jYq/S5ImWWeTDgc9GxMZtz1ySpEniNaWSpL4REYdRzUjeFhFvLJtfCKwZEb/MzAURsT1wWanXVgIHAmNdfwlwQkTMA9YFPlC2vQL4r3GEdyJwZkT8LfDvLdv/CZgJXBMRjwP/CHwV2AlYMFaHmXn2KLsOAb4ELI2IVVTF9PDZXzJzaUScTnV964fHcS6SJHVNZE5kxZAkSb2nfB7prZl5Rifbn+NYPwb+MjMf61afw/q/KDPfPhl9S5LUS5wplSRpAjLzzye5fwtSSdJqwZlSSVLfKNdl5vCPQxltuyRJap5FqSRJkiSpMd59V5IkSZLUGItSSZIkSVJjLEolSZIkSY2xKJUkSZIkNcaiVJIkSZLUmP8PWcMtYPSxj8gAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 12890\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 3834\n"
     ]
    },
    {
     "data": {
      "image/png": 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j4IFRDjkA+FoWrgamRsQ2nfp98sknOwa3tkXh2vTR0+cu9z/00EPMnz+fG2+8cVznkSRJkqSmdeOe0m2B5S3PV5TbVIMnnniChQsXNh2GJEmSJI1LN1bfjWG2DTvUFxHHAMcAbLXVVkyfPn1cJ9x4441HbbvJJpsAjLv/XrTJJs8Gimt69jDXN9ErDq9atcpVjWtmzutnzutlvutnzutnzutnzutnzuvXbznvRlG6Ati+5fl2wJ3DHZiZc4G5AC94wQvy1ltvHdcJp0+fzmhtn3jiCYBRj5lsVq/eEyiuac/Vq596DDBlyhQOO+ywCT3/4OAgAwMDE3oOPZM5r585r5f5rp85r585r585r585r1+/5bwbRek8YHZEXEyxwNFDmXlXF/odtyOOOKLJ09dqww03ZNasWU2HIUmSJEnj0rEojYiLgAFg64hYAZwMbAiQmV8CFgD7AcuA1cBfVTnxeut1vp2111bA7ZlzR0AmU6ZMcfVdSZIkSZNax6I0M0edF5pF9fS+sZ74+c9/PieffPJYmwHFcPVo01VPP/10AE488cRx9d+Lrrii+H7yySc/9WTOnDkNRiRJkiRJa68bq+/2nIULF7oirSRJkiRNAn1ZlEqSJEmSJgeLUkmSJElSYyxKJUmSJEmN6cZHwvScrbbaqukQJEmSJEkV9GVR+q1vfavpECRJkiRJFTh9V5IkSZLUmL4sSk844QROOOGEpsOQJEmSJHXQl9N3r7rqqqZDkCRJkiRV0JcjpZIkSZKkycGiVJIkSZLUGItSSZIkSVJj+vKe0u22267pECRJkiRJFfRlUfr1r3+96RAkSZIkSRU4fVeSJEmS1Ji+LErnzJnDnDlzmg5DkiRJktRBX07fXbx4cdMhSJIkSZIq6MuRUkmSJEnS5GBRKkmSJElqjEWpJEmSJKkxlYrSiNgnIpZGxLKIOH6Y/S+MiCsi4vqIuCEi9ut+qNVNnz6d6dOnNxmCJEmSJKmCjgsdRcT6wDnAG4EVwKKImJeZN7cc9jHg0sz8YkTsAiwAdpiAeCuZO3duU6eWJEmSJI1BlZHSPYBlmXl7Zj4OXAwc0HZMAluUj6cAd3YvREmSJElSv4rMHP2AiIOAfTLz6PL5kcBrM3N2yzHbAD8AngNsCuydmdcN09cxwDEA06ZNe83FF188rqBXrVrFZpttNuL+s846C4APf/jD4+q/F82ZMwOAs89ezIzyM1gXn312befvlHN1nzmvnzmvl/munzmvnzmvnzmvnzmv32TJ+V577XVdZs7sdFyVzymNYba1V7KHAedn5mciYk/gwojYLTOffEajzLnAXICZM2fmwMBAhdP/vsHBQUZre8oppwCMesxkM3Vq8X1gYOCpJ3VeX6ecq/vMef3Meb3Md/3Mef3Mef3Mef3Mef36LedVpu+uALZveb4dvz89913ApQCZeRXwLGDrbgQoSZIkSepfVYrSRcBOEbFjRGwEHArMazvmDmAWQES8nKIo/U03A5UkSZIk9Z+ORWlmrgFmA5cDt1CssrskIk6LiLeUh30I+OuI+DlwEXBUdrpZVZIkSZK0zqtyTymZuYDiY15at53U8vhm4A+7G9r4zZgxo+kQJEmSJEkVVCpKJ5uza1yVVpIkSZI0flXuKZUkSZIkaUL0ZVF6xBFHcMQRRzQdhiRJkiSpg76cvrtixYqmQ5AkSZIkVdCXI6WSJEmSpMnBolSSJEmS1BiLUkmSJElSY/ryntI999yz6RAkSZIkSRX0ZVH6yU9+sukQJEmSJEkVOH1XkiRJktSYvixKDzzwQA488MCmw5AkSZIkddCX03fvv//+pkOQJEmSJFXQlyOlkiRJkqTJwaJUkiRJktQYi1JJkiRJUmP68p7SWbNmNR2CJEmSJKmCvixKTzzxxKZDkCRJkiRV4PRdSZIkSVJj+rIo3Xfffdl3332bDkOSJEmS1EGlojQi9omIpRGxLCKOH+GYgyPi5ohYEhHf7G6YY/Poo4/y6KOPNhmCJEmSJKmCjveURsT6wDnAG4EVwKKImJeZN7ccsxNwAvCHmflgRDxvogKWJEmSJPWPKiOlewDLMvP2zHwcuBg4oO2YvwbOycwHATLz3u6GKUmSJEnqR1WK0m2B5S3PV5TbWk0HpkfETyLi6ojYp1sBSpIkSZL6V5WPhIlhtuUw/ewEDADbAf8ZEbtl5spndBRxDHAMwLRp0xgcHBxrvACsWrVq1LYvf/nLAcbdfy9auXIGAIODi5mxskjr4hqvr1PO1X3mvH7mvF7mu37mvH7mvH7mvH7mvH79lvMqRekKYPuW59sBdw5zzNWZ+QTwPxGxlKJIXdR6UGbOBeYCzJw5MwcGBsYV9ODgIKO1HW+/vWzq1OL7wMDAU0/qvM5OOVf3mfP6mfN6me/6mfP6mfP6mfP6mfP69VvOq0zfXQTsFBE7RsRGwKHAvLZjvgPsBRARW1NM5729m4FKkiRJkvpPx6I0M9cAs4HLgVuASzNzSUScFhFvKQ+7HLg/Im4GrgCOy8z7JyroTgYGBvrqLweSJEmS1K+qTN8lMxcAC9q2ndTyOIEPll+SJEmSJFVSZfquJEmSJEkTwqJUkiRJktQYi1JJkiRJUmMq3VM62Rx88MFNhyBJkiRJqqAvi9L3vve9TYcgSZIkSaqgL6fvrl69mtWrVzcdhiRJkiSpg74cKd1vv/0AGBwcbDYQSZIkSdKo+nKkVJIkSZI0OViUSpIkSZIaY1EqSZIkSWqMRakkSZIkqTF9udDRUUcd1XQIkiRJkqQKLEolSZIkSY3py+m79913H/fdd1/TYUiSJEmSOujLkdKDDjoI8HNKJUmSJKnX9eVIqSRJkiRpcrAolSRJkiQ1xqJUkiRJktQYi1JJkiRJUmP6cqGj97znPU2HIEmSJEmqoNJIaUTsExFLI2JZRBw/ynEHRURGxMzuhTh2hxxyCIccckiTIUiSJEmSKuhYlEbE+sA5wL7ALsBhEbHLMMdtDrwfuKbbQY7V8uXLWb58edNhSJIkSZI6qDJSugewLDNvz8zHgYuBA4Y57nTgTOB/uxjfuBx55JEceeSRTYchSZIkSeqgSlG6LdA67Lii3PaUiHgVsH1mfreLsUmSJEmS+lyVhY5imG351M6I9YDPAkd17CjiGOAYgGnTpjE4OFgpyHarVq0ate3KlSsBxt1/L1q5cgYAg4OLmVFe3+Iar69TztV95rx+5rxe5rt+5rx+5rx+5rx+5rx+/ZbzKkXpCmD7lufbAXe2PN8c2A0YjAiA5wPzIuItmXlta0eZOReYCzBz5swcGBgYV9CDg4OM1nbq1KkAox4z2ZSXVFxTA9fXKefqPnNeP3NeL/NdP3NeP3NeP3NeP3Nev37LeZXpu4uAnSJix4jYCDgUmDe0MzMfysytM3OHzNwBuBr4vYJUkiRJkqR2HUdKM3NNRMwGLgfWB87LzCURcRpwbWbOG72H+n3oQx9qOgRJkiRJUgVVpu+SmQuABW3bThrh2IG1D2vt7L///k2HIEmSJEmqoMr03Uln6dKlLF26tOkwJEmSJEkdVBopnWyOPfZYoL9W35UkSZKkftSXI6WSJEmSpMnBolSSJEmS1BiLUkmSJElSYyxKJUmSJEmN6cuFjj72sY81HYIkSZIkqYK+LEr33nvvpkOQJEmSJFXQl9N3Fy9ezOLFi5sOQ5IkSZLUQV+OlM6ZMwfwc0olSZIkqdf15UipJEmSJGlysCiVJEmSJDXGolSSJEmS1BiLUkmSJElSY/pyoaMzzjij6RAkSZIkSRX0ZVH6ute9rukQJEmSJEkV9OX03SuvvJIrr7yy6TAkSZIkSR305UjpRz7yEcDPKZUkSZKkXteXI6WSJEmSpMnBolSSJEmS1JhKRWlE7BMRSyNiWUQcP8z+D0bEzRFxQ0QsjIgXdT9USZIkSVK/6ViURsT6wDnAvsAuwGERsUvbYdcDMzPzFcBlwJndDlSSJEmS1H+qLHS0B7AsM28HiIiLgQOAm4cOyMwrWo6/Gjiim0GO1dlnn93k6SVJkiRJFUVmjn5AxEHAPpl5dPn8SOC1mTl7hOM/D9ydmR8fZt8xwDEA06ZNe83FF188rqBXrVrFZpttNq62k9WcOTMAOPvsxcyYMweAxTUW3+tizptmzutnzutlvutnzutnzutnzutnzus3WXK+1157XZeZMzsdV2WkNIbZNmwlGxFHADOBNwy3PzPnAnMBZs6cmQMDAxVO//sGBwcZre0Pf/hDAPbee+9x9d+Lpk4tvg8MDDz1ZLz5G49OOVf3mfP6mfN6me/6mfP6mfP6mfP6mfP69VvOqxSlK4DtW55vB9zZflBE7A18FHhDZj7WnfDG5+MfLwZp+6kolSRJkqR+VGX13UXAThGxY0RsBBwKzGs9ICJeBZwLvCUz7+1+mJIkSZKkftSxKM3MNcBs4HLgFuDSzFwSEadFxFvKwz4NbAb8S0Qsjoh5I3QnSZIkSdJTqkzfJTMXAAvatp3U8th5spIkSZKkMasyfVeSJEmSpAlRaaR0sjn33HObDkGSJEmSVEFfFqU777xz0yFIkiRJkiroy+m78+fPZ/78+U2HIUmSJEnqoC9HSj/zmc8AsP/++zcciSRJkiRpNH05UipJkiRJmhwsSiVJkiRJjbEolSRJkiQ1xqJUkiRJktSYvlzo6MILL2w6BEmSJElSBX1ZlG6//fZNhyBJkiRJqqAvp+9ecsklXHLJJU2HIUmSJEnqoC9HSr/4xS8CcMghhzQciSRJkiRpNH05UipJkiRJmhwsSiVJkiRJjbEolSRJkiQ1xqJUkiRJktSYvlzo6LLLLms6BEmSJElSBX1ZlG699dZNhyBJkiRJqqDS9N2I2CcilkbEsog4fpj9G0fEJeX+ayJih24HOhbnn38+559/fpMhSJIkSZIq6DhSGhHrA+cAbwRWAIsiYl5m3txy2LuABzPzpRFxKPApoLEPCR0qSI866qimQphQqx55hJUPPshXTj210vERQWaO+Tyt7aZPn86pFc/XjTiGO3Zo25QpU5g1axa77777WsUjSZIkqXlVRkr3AJZl5u2Z+ThwMXBA2zEHABeUjy8DZkVEdC9MDbnxxhu5//77WbNmTeU24ylI16ZdN/ob7tihbQ899BDz58/nxhtv7FpskiRJkppRpSjdFlje8nxFuW3YYzJzDfAQsFU3AtQzLVy4kHzyyabDaNwTTzzBwoULmw5DkiRJ0lqqstDRcCOe7cNYVY4hIo4BjgGYNm0ag4ODFU7/+1atWjVq25UrVwKMu/9etHLlDKDI27M32QQoptTWZeONN671fFX102vcrtPPubrPnNfLfNfPnNfPnNfPnNfPnNev33JepShdAWzf8nw74M4RjlkRERsAU4AH2jvKzLnAXICZM2fmwMDAOEIuCpHR2k6dOhVg1GMmm/KSuOeee3h09WoAbr311trOP3369FrPV8WUKVM47LDDmg5jwnT6OVf3mfN6me/6mfP6mfP6mfP6mfP69VvOq0zfXQTsFBE7RsRGwKHAvLZj5gHvKB8fBPwou31D4hgsWLCABQsWNHX6CTVr1ixivUqLJve1DTfckFmzZjUdhiRJkqS11HGkNDPXRMRs4HJgfeC8zFwSEacB12bmPOArwIURsYxihPTQiQy6k03K6a39aPfdd2fVVlux8sEHK7fpxuq73eDqu5IkSZLaVZm+S2YuABa0bTup5fH/An/R3dDG7wtf+AIA733vexuOZGJstummbLbpppx88sm1nXNwcLCvp8pKkiRJakZfzgO99NJLufTSS5sOQ5IkSZLUQV8WpZIkSZKkycGiVJIkSZLUGItSSZIkSVJjLEolSZIkSY2Jpj5ONCJ+A/xqnM23Bu7rYjjqzJzXz5zXz5zXy3zXz5zXz5zXz5zXz5zXb7Lk/EWZ+dxOBzVWlK6NiLg2M2c2Hce6xJzXz5zXz5zXy3zXz5zXz5zXz5zXz5zXr99y7vRdSZIkSVJjLEolSZIkSY2ZrEXp3KYDWAeZ8/qZ8/qZ83qZ7/qZ8/qZ8/qZ8/qZ8/r1Vc4n5T2lkiRJkqT+MFlHSiVJkiRJfWBCi9KI2CcilkbEsog4vmX7n0TEzyLipoi4ICI2GKH9N8r2N0VLPaURAAAKjklEQVTEeRGxYbk9IuJzZb83RMSrR2h/XkTcGxE3tW0/JSJ+HRGLy6/9unndTerhnM+IiKvLfF8bEXt087qb1GTOI2L7iLgiIm6JiCUR8bct+/6i3PZkRPTN6mwwoTl/WURcFRGPRcSHRzn/ayLixvL8n4uIKLdvGRH/LyL+u/z+nG5fe1N6OOenl/8+FkfEDyLiBd2+9qb0as7LfX9T9r0kIs7s5nU3qVdzHhGvLNvfGBHzI2KLbl97U3og55+IiOURsapt+wcj4uby98vCiHhRt665aT2c86Mi4jfx9Pvzo7t1zU3r4Zy/MIr3kdeXP+vN1USZOSFfwPrAbcCLgY2AnwO7UBTCy4Hp5XGnAe8aoY/9gCi/LgLe07L9++X2PwCuGaH9HwOvBm5q234K8OGJuvamvno85z8A9m3pa7DpfPVDzoFtgFeXjzcHbgV2KZ+/HNgZGARmNp2rSZLz5wH/B/jEaL8jgJ8Ce5btv9/ys30mcHz5+HjgU03nax3I+RYtx7wf+FLT+VoHcr4X8ENg46H+ms7XOpDzRcAbysfvBE5vOl99lPM/oPi/dFXb9r2ATcrH7wEuaTpf60DOjwI+33SO1rGcz23paxfgl03laSJHSvcAlmXm7Zn5OHAxcACwFfBYZt5aHvf/gAOH6yAzF2SJ4hf1duWuA4CvlbuuBqZGxDbDtP8x8EBXr6q39XLOExj6y+4U4M5xXWHvaTTnmXlXZv6sfPwwcAuwbfn8lsxc2s2L7RETlvPMvDczFwFPjHTy8jXYIjOvKtt/DXhrufsA4ILy8QUt2ye7ns15Zv625dBNKX7X9IOezTnFG/S/z8zHhvpby2vtFb2c852BH3c6/yTUaM7L467OzLuG2X5FZq4un17N0/83T3Y9m/M+1ss575n35xNZlG5LUf0PWVFuuw/YMJ6eTngQsP1oHZVD1EcC/96h77GYXQ5Tnxf9M8Wul3M+B/h0RCwHzgJOGEPbXtYzOY+IHYBXAddUjn5ymsicVz3/imHODzBt6Jd++f15Y+i3l/Vyzp+algQcDpw0hn57WS/nfDrw+oi4JiL+IyL+zxj67WW9nPObgLeUj/+i0/knkaZzXtW7KEau+0Gv5/zA8v35ZRHhz3mbCcj5KcAREbECWAD8TZf6HbOJLEpjmG1DFf6hwGcj4qfAw8CaDn19AfhxZv7naH2PIbYvAi8BZgB3AZ8ZQ9te1ss5fw/wgczcHvgA8JUxtO1lPZHziNgM+BYwp23kqB9NZM7Hff4xtJ+MejrnmfnR8nfLN4DZY+i3l/VyzjcAnkMxHew44NKIGO74yaaXc/5O4H0RcR3FrRqPj6HfXtZ0zjsHGHEEMBP4dDf7bVAv53w+sENmvoLiFoELOhw/WfRyzg8Dzs/M7SimCF8YEY0shDvszbRdsoJnVvvbUQ4JZ+ZVwOsBIuJNFH91JSIuB6YB12bm0eW2k4HnAsdW6buKzLxn6HFEfBn4btW2Pa5ncw68AxhahOdfgH8eQ9te1njOy7+afQv4RmZ+uytX1dsmMudVz986jav1dbknIrbJzLvKqXj9Mq2xl3Pe6pvA94CTx9h/L+rlnK8Avj00jSwingS2Bn4zxnP0mp7NeWb+AnhT2f904M1j7LtXNZ3zUUXE3sBHKe7nfaybfTeoZ3Oemfe3PP0y8Klu9d2wns05xSyAfYZiiYhnUfw+r//9S07cTb0bALcDO/L0Tb27lvueV37fGFgI/MkIfRwNXAk8u237m3nmAjA/HSWOHfj9RXe2aXn8AeDiicpDnV89nvNbgIHy8Szguqbz1Q85L/d9DTh7lBgH6a+FjiYs5y37T2H0BQMWla/J0GIk+5XbP80zFzo6s+l8rQM536nlmL8BLms6X+tAzt8NnFY+nk4xLS2azlmf53zo/OtR/M5/Z9P56pectxzXvgDMqygWp9mpyrVMlq8ez3nr+/O3AVc3na91IOffB44qH7+colhu5Pf5RL8I+1GsBnob8NGW7Z+mKFKWUkw3HKn9mrLt4vLrpHJ7AOeU+25khDfcFKtT3UVx8+8KyhWtgAvLdjcA81r/EUz2rx7O+R8B15X/EK8BXtN0rvoh52Ves/xZHmo/9CbmbeVr8BhwD3B507maBDl/fpmz3wIry8dbDNN+JsU9XrcBn6f8BU6xaMFC4L/L71s2nat1IOffKrffQDH1a9umc7UO5Hwj4Ovlvp8xwpuoyfjVwzn/2zKuW4G/pw/+CNBDOT+z3Pdk+f2UcvsPKf7vHOp3XtO5Wgdy/klgCcV7xSuAlzWdq3Ug57sAPylzvhh4U1M5GvplJ0mSJElS7Rq5kVWSJEmSJLAolSRJkiQ1yKJUkiRJktQYi1JJkiRJUmMsSiVJkiRJjbEolST1nYi4KSJujojFEfHriDil6Zi6JSJOiYiMiJe2bPtAuW1m+XyziDg3Im6LiCUR8eOIeG25b1VLu23KY/av/0okSSpYlEqS+tW+mTkD+GzTgUyAG4FDW54fBNzc8vyfgQeAnTJzV+AoYOvWDiJic2AB8KnMnD+h0UqSNAqLUklSP9oQeGy4HRFxXEQsiogbIuLUctsOEXFTyzEHRcT55ePzI+KgqiduPT4iBiLiu+XjPSLiyoi4vvy+c7l9/Yg4KyJuLGP6mwqn+Q5wQNn+xcBDwG/K5y8BXgt8LDOfBMjM2zPzey0xbgh8G5iXmXOrXpskSRNhg6YDkCRpAmwOPNy+MSLeBOwE7AEEMC8i/hi4o4vnfrLsu90vgD/OzDURsTdwBnAgcAywI/Cqct+WFc7xW2B5ROxGUZxeAvxVuW9XYHFm/m6U9ucBbwCqFMCSJE0oR0olSX0lItYHNs/MR4bZ/aby63rgZ8DLKIpUgJeU96AuBj7d1u7T5b6FETG9QwgrgFcNs30K8C/liOxnKYpHgL2BL2XmGoDMfKBD/0MuppjC+1bgXyu2AdgU2JJiSu85Y2gnSdKEsCiVJPWbFwO3jrAvgE9m5ozy66WZ+ZVy321D24Hj2todV26/CDilw/m/ALw2Im6guLdzyOnAFZm5G7A/8KyWmLLKhbWZDxwJ3JGZv23ZvgR4ZUSM9H/8Y8DBmflN4ImIOHwc55YkqWssSiVJ/eZg4KoR9l0OvDMiNgOIiG0j4nlj6Pt+YKOy7eyImN1+QGbenZmzMvMVwNEtu6YAvy4fH9Wy/QfAuyNig7LfLcvvn4yIt40USGY+Cvwd8Im27bcB1wKnRkSUfe0UEQeUh6xpGUWeDXwiIqZ0vHJJkiaI95RKkvpGRLyHYkTyjoj4o3Lzc4H1I+JnmTkvIl4OXFXWa6uAI4DR7r8EOD0i5gAbA8eW214G/GQM4Z0JXBARHwR+1LL9n4HpwA0R8QTwZeDzwO7AvNE6zMyLR9h1NPAZYFlErKYopttHf8nMZRHxVYr7W983hmuRJKlrInM8M4YkSeo95eeR/jIzz6+yfS3P9V3gzzPz8W712db/5Zn5pxPRtyRJvcSRUkmSxiEz/2yC+7cglSStExwplST1jfK+zGz/OJSRtkuSpOZZlEqSJEmSGuPqu5IkSZKkxliUSpIkSZIaY1EqSZIkSWqMRakkSZIkqTEWpZIkSZKkxvx/GyVIZep//6IAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 14680\n"
     ]
    },
    {
     "data": {
      "image/png": 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EfCki/hAR142wPyLinyNieURcExEv6343x+aUU07hlFNOabobkiRJkqQ2Opm+ezbwWeDcEfbPB2aW2y7AGeXnqG677TZOPPFEMrOznraYNWsWJ5xwAgAR8aQ6zjrrLKBaKrnVM57xDObPn8+OO+445jYlSZIkSd3XdqQ0M38E3DNKkb2Ac7NyBTAlIrbspPHxJKRPpY41a9bwrW99i2uvvfYptytJkiRJeuq6cU3p1sCKlscry7ae9Mgjj7BkyZKmuyFJkiRJojur78Yw24YdvoyIQ4FDAbbYYgtmzZo1rgY32GCDUY/dcMMNAUYtM9lW6F21ajYAAwNLAZi9ahUAS2s6j9WrV0+6mE12xrx+xrxexrt+xrx+xrx+xrx+xrx+/RbzbiSlK4FtWh5PB24brmBmLgQWAmy11VZ50003javBWbNmMdqxDz30EMCIZTbddFMOOOCAcbXdlClTqp9z5859wobHHk+wgYGB2tpSxZjXz5jXy3jXz5jXz5jXz5jXz5jXr99i3o2kdBFwREScR7XA0b2ZeXsX6h23Aw88cMR966yzDvPmzauxN5IkSZKkkbRNSiPi68BcYGpErASOA9YDyMzPA4uBPYDlwP3A2zptfLiVc8dqLHW4+q4kSZIk9Za2SWlmjjrPNauM8N1jbXirrbbi2GOPHethQDVcPdr025NOOgmAY445Zlz1S5IkSZLq0Y3Vd3vOkiVLXGFXkiRJkiaBvkxKJUmSJEmTg0mpJEmSJKkxJqWSJEmSpMZ04ythes4WW2zRdBckSZIkSR3oy6T0oosuaroLkiRJkqQOOH1XkiRJktSYvkxKjzrqKI466qimuyFJkiRJaqMvp+9efvnlTXdBkiRJktSBvhwplSRJkiRNDialkiRJkqTGmJRKkiRJkhrTl9eUTp8+vekuSJIkSZI60JdJ6Ve+8pWmuyBJkiRJ6oDTdyVJkiRJjenLpHTBggUsWLCg6W5IkiRJktroy+m7S5cubboLkiRJkqQO9OVIqSRJkiRpcjAplSRJkiQ1xqRUkiRJktSYjpLSiNg9IpZFxPKIOHKY/c+JiEsj4pcRcU1E7NH9rnZu1qxZzJo1q8kuSJIkSZI60Haho4hYBzgdeA2wErgyIhZl5g0txT4CXJCZZ0TEDsBiYMYE9LcjCxcubKppSZIkSdIYdDJSujOwPDNvycwHgfOAvYaUSWCTcn9T4LbudVGSJEmS1K8iM0cvELEPsHtmHlIeHwTskplHtJTZEvgesBmwEbBbZl49TF2HAocCTJs27eXnnXfeuDq9evVqNt544xH3n3LKKQB88IMfHFf9vWjBgtkAnHZa9XU3s8v3sC497bRa2m8Xc3WfMa+fMa+X8a6fMa+fMa+fMa+fMa/fZIn5rrvuenVmzmlXrpPvKY1htg3NZA8Azs7MUyPiFcCXI+LFmfnoEw7KXAgsBJgzZ07OnTu3g+afbGBggNGOPf744wFGLTPZTJlS/XzsnMqGus6xXczVfca8fsa8Xsa7fsa8fsa8fsa8fsa8fv0W806m764Etml5PJ0nT899B3ABQGZeDjwdmNqNDkqSJEmS+lcnSemVwMyI2DYi1gf2BxYNKfNbYB5ARGxPlZTe2c2OSpIkSZL6T9ukNDMfBo4ALgFupFpl9/qIODEi3lCKfQD4x4j4FfB14OBsd7GqJEmSJGmt18k1pWTmYqqveWnddmzL/RuAv+5u18Zv9uzZTXdBkiRJktSBjpLSyea0mlaklSRJkiQ9NZ1cUypJkiRJ0oToy6T0wAMP5MADD2y6G5IkSZKkNvpy+u7KlSub7oIkSZIkqQN9OVIqSZIkSZocTEolSZIkSY0xKZUkSZIkNaYvryl9xSte0XQXJEmSJEkd6Muk9BOf+ETTXZAkSZIkdcDpu5IkSZKkxvRlUrr33nuz9957N90NSZIkSVIbfTl99+677266C5IkSZKkDvTlSKkkSZIkaXIwKZUkSZIkNcakVJIkSZLUmL68pnTevHlNd0GSJEmS1IG+TEqPOeaYprsgSZIkSeqA03clSZIkSY3py6R0/vz5zJ8/v+luSJIkSZLa6CgpjYjdI2JZRCyPiCNHKLNvRNwQEddHxNe6282xWbNmDWvWrGmyC5IkSZKkDrS9pjQi1gFOB14DrASujIhFmXlDS5mZwFHAX2fmHyPi2RPVYUmSJElS/+hkpHRnYHlm3pKZDwLnAXsNKfOPwOmZ+UeAzPxDd7spSZIkSepHnSSlWwMrWh6vLNtazQJmRcRPI+KKiNi9Wx2UJEmSJPWvTr4SJobZlsPUMxOYC0wHfhwRL87MVU+oKOJQ4FCAadOmMTAwMNb+ArB69epRj91+++0Bxl1/L1q1ajYAAwNLAZi9qgrt0prOsV3M1X3GvH7GvF7Gu37GvH7GvH7GvH7GvH79FvNOktKVwDYtj6cDtw1T5orMfAj474hYRpWkXtlaKDMXAgsB5syZk3Pnzh1XpwcGBhjt2PHW28umTKl+PnZuZUNd59ou5uo+Y14/Y14v410/Y14/Y14/Y14/Y16/fot5J9N3rwRmRsS2EbE+sD+waEiZfwd2BYiIqVTTeW/pZkclSZIkSf2nbVKamQ8DRwCXADcCF2Tm9RFxYkS8oRS7BLg7Im4ALgU+lJl3T1Sn25k7d25ffXIgSZIkSf2qk+m7ZOZiYPGQbce23E/g/eUmSZIkSVJHOpm+K0mSJEnShDAplSRJkiQ1xqRUkiRJktSYjq4pnWz23XffprsgSZIkSepAXyalhx9+eNNdkCRJkiR1oC+n795///3cf//9TXdDkiRJktRGX46U7rHHHgAMDAw02xFJkiRJ0qj6cqRUkiRJkjQ5mJRKkiRJkhpjUipJkiRJaoxJqSRJkiSpMX250NHBBx/cdBckSZIkSR0wKZUkSZIkNaYvp+/edddd3HXXXU13Q5IkSZLURl+OlO6zzz6A31MqSZIkSb2uL0dKJUmSJEmTg0mpJEmSJKkxJqWSJEmSpMaYlEqSJEmSGtOXCx0ddthhTXdBkiRJktSBjkZKI2L3iFgWEcsj4shRyu0TERkRc7rXxbHbb7/92G+//ZrsgiRJkiSpA22T0ohYBzgdmA/sABwQETsMU+6ZwD8BP+t2J8dqxYoVrFixouluSJIkSZLa6GSkdGdgeWbekpkPAucBew1T7iTgZOB/uti/cTnooIM46KCDmu6GJEmSJKmNTpLSrYHWYceVZdtjIuKlwDaZ+e0u9k2SJEmS1Oc6WegohtmWj+2MeBrwGeDgthVFHAocCjBt2jQGBgY66uRQq1evHvXYVatWAYy7/l60atVsAAYGlgIwu5zj0prOsV3M1X3GvH7GvF7Gu37GvH7GvH7GvH7GvH79FvNOktKVwDYtj6cDt7U8fibwYmAgIgD+AlgUEW/IzKtaK8rMhcBCgDlz5uTcuXPH1emBgQFGO3bKlCkAo5aZbMopPX5ONZ9ju5ir+4x5/Yx5vYx3/Yx5/Yx5/Yx5/Yx5/fot5p1M370SmBkR20bE+sD+wKLBnZl5b2ZOzcwZmTkDuAJ4UkIqSZIkSdJQbUdKM/PhiDgCuARYB/hSZl4fEScCV2XmotFrqN8HPvCBprsgSZIkSepAJ9N3yczFwOIh244doezcp96tp2bPPfdsuguSJEmSpA50Mn130lm2bBnLli1ruhuSJEmSpDY6GimdbN75zncC/bX6riRJkiT1o74cKZUkSZIkTQ4mpZIkSZKkxpiUSpIkSZIaY1IqSZIkSWpMXy509JGPfKTpLkiSJEmSOtCXSeluu+3WdBckSZIkSR3oy+m7S5cuZenSpU13Q5IkSZLURl+OlC5YsADwe0olSZIkqdf15UipJEmSJGlyMCmVJEmSJDXGpFSSJEmS1BiTUkmSJElSY/pyoaOPf/zjTXdBkiRJktSBvkxKX/nKVzbdBUmSJElSB/py+u5ll13GZZdd1nQ3JEmSJElt9OVI6dFHHw34PaWSJEmS1Ov6cqRUkiRJkjQ5mJRKkiRJkhrTUVIaEbtHxLKIWB4RRw6z//0RcUNEXBMRSyLiud3vqiRJkiSp37RNSiNiHeB0YD6wA3BAROwwpNgvgTmZ+RLgQuDkbndUkiRJktR/OlnoaGdgeWbeAhAR5wF7ATcMFsjMS1vKXwEc2M1OjtVpp53WZPOSJEmSpA5FZo5eIGIfYPfMPKQ8PgjYJTOPGKH8Z4E7MvOjw+w7FDgUYNq0aS8/77zzxtXp1atXs/HGG4/r2MlqwYLZAJx22lIAZi9YAMDSmhLwtTHmTTPm9TPm9TLe9TPm9TPm9TPm9TPm9ZssMd91112vzsw57cp1MlIaw2wbNpONiAOBOcCrh9ufmQuBhQBz5szJuXPndtD8kw0MDDDasT/4wQ8A2G233cZVfy+aMqX6+dh5lw3jjeFYtYu5us+Y18+Y18t418+Y18+Y18+Y18+Y16/fYt5JUroS2Kbl8XTgtqGFImI34MPAqzPzge50b3w++tFqkLafklJJkiRJ6kedrL57JTAzIraNiPWB/YFFrQUi4qXAmcAbMvMP3e+mJEmSJKkftU1KM/Nh4AjgEuBG4ILMvD4iToyIN5RinwY2Br4REUsjYtEI1UmSJEmS9JhOpu+SmYuBxUO2Hdty33mykiRJkqQx62T6riRJkiRJE6KjkdLJ5swzz2y6C5IkSZKkDvRlUrrddts13QVJkiRJUgf6cvruxRdfzMUXX9x0NyRJkiRJbfTlSOmpp54KwJ577tlwTyRJkiRJo+nLkVJJkiRJ0uRgUipJkiRJaoxJqSRJkiSpMSalkiRJkqTG9OVCR1/+8peb7oIkSZIkqQN9mZRus802TXdBkiRJktSBvpy+e/7553P++ec33Q1JkiRJUht9OVJ6xhlnALDffvs13BNJkiRJ0mj6cqRUkiRJkjQ5mJRKkiRJkhpjUipJkiRJaoxJqSRJkiSpMX250NGFF17YdBckSZIkSR3oy6R06tSpTXdBkiRJktSBjqbvRsTuEbEsIpZHxJHD7N8gIs4v+38WETO63dGxOPvsszn77LOb7IIkSZIkqQORmaMXiFgHuAl4DbASuBI4IDNvaClzOPCSzHxXROwPvDEzR/2S0Dlz5uRVV101rk4PDAwwd+7cEfcP7hsYGBhX/b1o8HQfO6UnbZhY7WJeh2uvvZYlS5Zw7733dlQ+Imj3+u6F40aqY9asWdx0002NtF13Hd1ouxv1jSXm3W57bXwOh8Z7bYxB3W1PRMzH049uHTcZ2u7070o/x6Dutsfzt3yy//9qOv4zZ858Sv8/634NTvbnDYZ/ndcdg3Z1RASf//znue2226JdXZ2MlO4MLM/MWzLzQeA8YK8hZfYCzin3LwTmRUTbxqVOXXvttVx88cUdJ6TAuH/R6j5usrfdjTq6+Y9hIuqro22fw8lfx2Rsu1d+9yZj7PqpjrW17W7UMdl/hyZ7/Mdbx2R/3rpRXx0xH0sbnSSlWwMrWh6vLNuGLZOZDwP3Alt03AupjSVLlvDQQw813Q1JkiRJXdbJQkfDjXgOTXs7KUNEHAocCjBt2rRxT69dvXr1qMeuWrUK6K/pu6tWzQZgYGApALPLOS6t6RzbxXyiTZs2jWnTpjXWfhM22GADZs2a1XQ31irGvF7Gu37GvH7GvH7GvH7GvH79FvNOktKVwDYtj6cDt41QZmVErAtsCtwztKLMXAgshOqa0vFeo9ju+sYpU6YANH4NZDeVU3r8nGo+x6avKT3ttNPGNHW3H3Tj+kaNjTGvl/GunzGvnzGvnzGvnzGvX7/FvJPpu1cCMyNi24hYH9gfWDSkzCLgreX+PsAPs8GLuhYvXszixYubal4TYN68eay33npNd0OSJElSl7VNSss1okcAlwA3Ahdk5vURcWJEvKEU+yKwRUQsB94PPOlrY+q04YYbsuGGGzbZBXXZjjvuyJ577smmm27a8THjXWur7uMme9vdqKPb66I1uc6az2H9bfdKHZOx7V753ZuMseunOtbWtrtRx2T/HZrs8R9vHZP9eetGfXXEfCxtdDJ9l8xcDCwesu3Ylvv/A7yp41Yn2Oc+9zkADj/88IZ7om7acccd2XHHHZvuRm0GBgY44IADmu7GWsWY18t418/rVEWQAAALoElEQVSY18+Y18+Y18+Y12+yxPy44467upNynUzfnXQuuOACLrjggqa7IUmSJElqoy+TUkmSJEnS5GBSKkmSJElqjEmpJEmSJKkxJqWSJEmSpMZEU18nGhF3AreO8/CpwF1d7I7aM+b1M+b1M+b1Mt71M+b1M+b1M+b1M+b1mywxf25mPqtdocaS0qciIq7KzDlN92NtYszrZ8zrZ8zrZbzrZ8zrZ8zrZ8zrZ8zr128xd/quJEmSJKkxJqWSJEmSpMZM1qR0YdMdWAsZ8/oZ8/oZ83oZ7/oZ8/oZ8/oZ8/oZ8/r1Vcwn5TWlkiRJkqT+MFlHSiVJkiRJfWBCk9KI2D0ilkXE8og4smX730XELyLiuog4JyLWHeH4r5bjr4uIL0XEemV7RMQ/l3qviYiXjXD8lyLiDxFx3ZDtx0fE7yJiabnt0c3zblIPx3x2RFxR4n1VROzczfNuUpMxj4htIuLSiLgxIq6PiPe27HtT2fZoRPTN6mwwoTF/YURcHhEPRMQHR2n/5RFxbWn/nyMiyvbNI+L7EfFf5edm3T73pvRwzE8qvx9LI+J7EbFVt8+9Kb0a87LvPaXu6yPi5G6ed5N6NeYRsVM5/tqIuDgiNun2uTelB2L+sYhYERGrh2x/f0TcUP6+LImI53brnJvWwzE/OCLujMffnx/SrXNuWg/H/DlRvY/8ZXmtN5cTZeaE3IB1gJuB5wHrA78CdqBKhFcAs0q5E4F3jFDHHkCU29eBw1q2f7ds/yvgZyMc/yrgZcB1Q7YfD3xwos69qVuPx/x7wPyWugaajlc/xBzYEnhZuf9M4CZgh/J4e2A7YACY03SsJknMnw38JfCx0f5GAD8HXlGO/27La/tk4Mhy/0jgU03Hay2I+SYtZf4J+HzT8VoLYr4r8ANgg8H6mo7XWhDzK4FXl/tvB05qOl59FPO/ovpfunrI9l2BDcv9w4Dzm47XWhDzg4HPNh2jtSzmC1vq2gH4TVNxmsiR0p2B5Zl5S2Y+CJwH7AVsATyQmTeVct8H9h6ugsxcnAXVH+rpZddewLll1xXAlIjYcpjjfwTc09Wz6m29HPMEBj/Z3RS4bVxn2HsajXlm3p6Zvyj3/wzcCGxdHt+Ymcu6ebI9YsJinpl/yMwrgYdGarw8B5tk5uXl+HOBvy+79wLOKffPadk+2fVszDPzTy1FN6L6W9MPejbmVG/QP5mZDwzW9xTPtVf0csy3A37Urv1JqNGYl3JXZObtw2y/NDPvLw+v4PH/zZNdz8a8j/VyzHvm/flEJqVbU2X/g1aWbXcB68Xj0wn3AbYZraIyRH0Q8B9t6h6LI8ow9Zeif6bY9XLMFwCfjogVwCnAUWM4tpf1TMwjYgbwUuBnHfd+cprImHfa/sph2geYNvhHv/x89hjq7WW9HPPHpiUBbwGOHUO9vayXYz4L+NuI+FlE/GdE/OUY6u1lvRzz64A3lPtvatf+JNJ0zDv1DqqR637Q6zHfu7w/vzAifJ0PMQExPx44MCJWAouB93Sp3jGbyKQ0htk2mOHvD3wmIn4O/Bl4uE1dnwN+lJk/Hq3uMfTtDOD5wGzgduDUMRzby3o55ocB78vMbYD3AV8cw7G9rCdiHhEbAxcBC4aMHPWjiYz5uNsfw/GTUU/HPDM/XP62fBU4Ygz19rJejvm6wGZU08E+BFwQEcOVn2x6OeZvB94dEVdTXarx4Bjq7WVNx7x9ByMOBOYAn+5mvQ3q5ZhfDMzIzJdQXSJwTpvyk0Uvx/wA4OzMnE41RfjLEdHIQrjDXkzbJSt5YrY/nTIknJmXA38LEBGvpfrUlYi4BJgGXJWZh5RtxwHPAt7ZSd2dyMzfD96PiC8A3+702B7XszEH3goMLsLzDeBfx3BsL2s85uVTs4uAr2bmv3XlrHrbRMa80/Zbp3G1Pi+/j4gtM/P2MhWvX6Y19nLMW30N+A5w3Bjr70W9HPOVwL8NTiOLiEeBqcCdY2yj1/RszDPz18BrS/2zgP81xrp7VdMxH1VE7AZ8mOp63ge6WXeDejbmmXl3y8MvAJ/qVt0N69mYU80C2H2wLxHxdKq/5/W/f8mJu6h3XeAWYFsev6j3RWXfs8vPDYAlwN+NUMchwGXAM4Zs/188cQGYn4/Sjxk8edGdLVvuvw84b6LiUOetx2N+IzC33J8HXN10vPoh5mXfucBpo/RxgP5a6GjCYt6y/3hGXzDgyvKcDC5GskfZ/mmeuNDRyU3Hay2I+cyWMu8BLmw6XmtBzN8FnFjuz6KalhZNx6zPYz7Y/tOo/ua/vel49UvMW8oNXQDmpVSL08zs5Fwmy63HY976/vyNwBVNx2stiPl3gYPL/e2pkuVG/p5P9JOwB9VqoDcDH27Z/mmqJGUZ1XTDkY5/uBy7tNyOLdsDOL3su5YR3nBTrU51O9XFvyspK1oBXy7HXQMsav0lmOy3Ho753wBXl1/EnwEvbzpW/RDzEtcsr+XB4wffxLyxPAcPAL8HLmk6VpMg5n9RYvYnYFW5v8kwx8+husbrZuCzlD/gVIsWLAH+q/zcvOlYrQUxv6hsv4Zq6tfWTcdqLYj5+sBXyr5fMMKbqMl46+GYv7f06ybgk/TBhwA9FPOTy75Hy8/jy/YfUP3vHKx3UdOxWgti/gngeqr3ipcCL2w6VmtBzHcAflpivhR4bVMxGvxjJ0mSJElS7Rq5kFWSJEmSJDAplSRJkiQ1yKRUkiRJktQYk1JJkiRJUmNMSiVJkiRJjTEplST1nYi4LiJuiIilEfG7iDi+6T51S0QcHxEZES9o2fa+sm1OebxxRJwZETdHxPUR8aOI2KXsW91y3JalzJ71n4kkSRWTUklSv5qfmbOBzzTdkQlwLbB/y+N9gBtaHv8rcA8wMzNfBBwMTG2tICKeCSwGPpWZF09obyVJGoVJqSSpH60HPDDcjoj4UERcGRHXRMQJZduMiLiupcw+EXF2uX92ROzTacOt5SNibkR8u9zfOSIui4hflp/ble3rRMQpEXFt6dN7Omjm34G9yvHPA+4F7iyPnw/sAnwkMx8FyMxbMvM7LX1cD/g3YFFmLuz03CRJmgjrNt0BSZImwDOBPw/dGBGvBWYCOwMBLIqIVwG/7WLbj5a6h/o18KrMfDgidgM+DuwNHApsC7y07Nu8gzb+BKyIiBdTJafnA28r+14ELM3MR0Y5/kvAq4FOEmBJkiaUI6WSpL4SEesAz8zM+4bZ/dpy+yXwC+CFVEkqwPPLNahLgU8POe7TZd+SiJjVpgsrgZcOs31T4BtlRPYzVMkjwG7A5zPzYYDMvKdN/YPOo5rC+/fANzs8BmAjYHOqKb2nj+E4SZImhEmpJKnfPA+4aYR9AXwiM2eX2wsy84tl382D24EPDTnuQ2X714Hj27T/OWCXiLiG6trOQScBl2bmi4E9gae39Ck7ObEhLgYOAn6bmX9q2X49sFNEjPQ//gFg38z8GvBQRLxlHG1LktQ1JqWSpH6zL3D5CPsuAd4eERsDRMTWEfHsMdR9N7B+OfaIiDhiaIHMvCMz52XmS4BDWnZtCvyu3D+4Zfv3gHdFxLql3s3Lz09ExBtH6khmrgH+L/CxIdtvBq4CToiIKHXNjIi9SpGHW0aRjwA+FhGbtj1zSZImiNeUSpL6RkQcRjUi+duI+Juy+VnAOhHxi8xcFBHbA5eXfG01cCAw2vWXACdFxAJgA+CdZdsLgZ+OoXsnA+dExPuBH7Zs/1dgFnBNRDwEfAH4LLAjsGi0CjPzvBF2HQKcCiyPiPupkumho79k5vKIOIvq+tZ3j+FcJEnqmsgcz4whSZJ6T/k+0t9k5tmdbH+KbX0b+IfMfLBbdQ6p/5LMfN1E1C1JUi9xpFSSpHHIzNdPcP0mpJKktYIjpZKkvlGuy8yhX4cy0nZJktQ8k1JJkiRJUmNcfVeSJEmS1BiTUkmSJElSY0xKJUmSJEmNMSmVJEmSJDXGpFSSJEmS1Jj/D45MEXWgpghMAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 34179\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 32510\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 22777\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 3714\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 2274\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 18691\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 2590\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 30097\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 21662\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 35632\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 11473\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 11902\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 11437\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 31479\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 18906\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 30988\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 14230\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 22643\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 31198\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 28161\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 19878\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 26656\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 19803\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 35271\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 4440\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 11487\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 884\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 652\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 13321\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 3892\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 25354\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 3613\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 4352\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 21035\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 310\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 3804\n"
     ]
    },
    {
     "data": {
      "image/png": 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8804uuuiirsOQJEmSJGB+Vt/NJNsmHbpLcgxwDMBDH/pQli5dOqcTbrXVVtMeu/XWWwPMuf9htPXWDwDmfk0PmJCT2a5QvGHDBlc1HjBzPnjmfLDM9+CZ88Ez54NnzgfPnA/eqOV8PorSdcAuPc93Bm6YrGFVnQ2cDbDjjjvWtddeO6cTLl26lOmOvfPOOwGmbbPY3HbbPsDcr2mf2267+/jtttuOww8/fFbHj42NsXz58jmdW3NjzgfPnA+W+R48cz545nzwzPngmfPBG7Wcz0dRugI4Nsl5NAsc3VpVN85Dv3N2xBFHdHn6obbFFluw7777dh2GJEmSJAF9FKVJPg4sB3ZIsg44GdgCoKreA6wEng1cB9wG/Hm/J5+P1WvnarGtvrspfSTNDOvNN9+cAw880NV3JUmSJA2NGYvSqpp2nmc11dBfzfbEO+64IyeddNJsDwOa4erppp+efvrpAJx44olz6n8YXXxx8/3kk0+eWwf/+q8A7GxBKkmSJGmIzMfqu0PnoosucoVZSZIkSVoERrIolSRJkiQtDhalkiRJkqTOWJRKkiRJkjozHx8JM3Qe+tCHdh2CJEmSJKkPI1mUfvrTn+46BEmSJElSH5y+K0mSJEnqzEgWpSeccAInnHBC12FIkiRJkmYwktN3L7300q5DkCRJkiT1YSRHSiVJkiRJi4NFqSRJkiSpMxalkiRJkqTOjOQ9pTvvvHPXIUiSJEmS+jCSRelHPvKRrkOQJEmSJPXB6buSJEmSpM6MZFF63HHHcdxxx3UdhiRJkiRpBiM5fXfVqlVdhyBJkiRJ6sNIjpRKkiRJkhYHi1JJkiRJUmcsSiVJkiRJnemrKE2yf5I1Sa5Lcvwk+x+Z5OIk30xyZZJnz3+o/Vu6dClLly7tMgRJkiRJUh9mXOgoyWbAWcAzgXXAZUlWVNU1Pc1eD5xfVe9OsgewEth1AeLty9lnn93VqSVJkiRJs9DPSOnewHVVdX1V/RI4DzhoQpsCtm0fbwfcMH8hSpIkSZJGVapq+gbJIcD+VXV0+/xI4GlVdWxPm0cAXwQeDDwQ2K+qrpikr2OAYwCWLFnyW+edd96cgt6wYQPbbLPNlPvPOOMMAF796lfPqf9hdNxxewFw5plz+7ibvdrPbV115plzOn6mnGv+mfPBM+eDZb4Hz5wPnjkfPHM+eOZ88BZLzp/xjGdcUVXLZmrXz+eUZpJtEyvZw4FzquptSfYBPpzkiVV1170OqjobOBtg2bJltXz58j5O/+vGxsaY7thTTjkFYNo2i8322zff53xNbQcLlXPNP3M+eOZ8sMz34JnzwTPng2fOB8+cD96o5byf6bvrgF16nu/Mr0/P/QvgfICquhS4P7DDfAQoSZIkSRpd/RSllwG7JXl0ki2Bw4AVE9r8ANgXIMnjaYrSH89noJIkSZKk0TNjUVpVG4FjgQuBb9Ossnt1ktOSPLdt9rfAXyb5FvBx4Kia6WZVSZIkSdJ9Xj/3lFJVK2k+5qV320k9j68Bfmd+Q5u7vfbaq+sQJEmSJEl96KsoXWzOnOMKs5IkSZKkwernnlJJkiRJkhbESBalRxxxBEcccUTXYUiSJEmSZjCS03fXrVvXdQiSJEmSpD6M5EipJEmSJGlxsCiVJEmSJHXGolSSJEmS1JmRvKd0n3326ToESZIkSVIfRrIoffOb39x1CJIkSZKkPjh9V5IkSZLUmZEsSg8++GAOPvjgrsOQJEmSJM1gJKfv/uQnP+k6BEmSJElSH0ZypFSSJEmStDhYlEqSJEmSOmNRKkmSJEnqzEjeU7rvvvt2HYIkSZIkqQ8jWZSeeOKJXYcgSZIkSeqD03clSZIkSZ0ZyaL0gAMO4IADDug6DEmSJEnSDPoqSpPsn2RNkuuSHD9Fm0OTXJPk6iQfm98wZ+f222/n9ttv7zIESZIkSVIfZrynNMlmwFnAM4F1wGVJVlTVNT1tdgNOAH6nqn6a5OELFbAkSZIkaXT0M1K6N3BdVV1fVb8EzgMOmtDmL4GzquqnAFX1o/kNU5IkSZI0ivopSncC1vY8X9du67UUWJrkK0m+mmT/+QpQkiRJkjS6+vlImEyyrSbpZzdgObAz8O9JnlhV6+/VUXIMcAzAkiVLGBsbm228AGzYsGHaYx//+McDzLn/YbR+/V4AjI2tmtPxe61vXopVC5RzzT9zPnjmfLDM9+CZ88Ez54NnzgfPnA/eqOW8n6J0HbBLz/OdgRsmafPVqroT+M8ka2iK1Mt6G1XV2cDZAMuWLavly5fPKeixsTGmO3au/Q6z7bdvvs/52toOFirnmn/mfPDM+WCZ78Ez54NnzgfPnA+eOR+8Uct5P9N3LwN2S/LoJFsChwErJrT5J+AZAEl2oJnOe/18BipJkiRJGj0zFqVVtRE4FrgQ+DZwflVdneS0JM9tm10I/CTJNcDFwGuq6icLFfRMli9fPlJ/OZAkSZKkUdXP9F2qaiWwcsK2k3oeF/Cq9kuSJEmSpL70M31XkiRJkqQFYVEqSZIkSeqMRakkSZIkqTN93VO62Bx66KFdhyBJkiRJ6sNIFqWveMUrug5BkiRJktSHkZy+e9ttt3Hbbbd1HYYkSZIkaQYjOVL67Gc/G4CxsbFuA5EkSZIkTWskR0olSZIkSYuDRakkSZIkqTMWpZIkSZKkzliUSpIkSZI6M5ILHR111FFdhyBJkiRJ6oNFqSRJkiSpMyM5fffmm2/m5ptv7joMSZIkSdIMRnKk9JBDDgH8nFJJkiRJGnYjOVIqSZIkSVocLEolSZIkSZ2xKJUkSZIkdcaiVJIkSZLUmZFc6OjlL3951yFIkiRJkvrQ10hpkv2TrElyXZLjp2l3SJJKsmz+Qpy9F7zgBbzgBS/oMgRJkiRJUh9mLEqTbAacBRwA7AEcnmSPSdo9CPhr4GvzHeRsrV27lrVr13YdhiRJkiRpBv2MlO4NXFdV11fVL4HzgIMmaXc68Bbgv+cxvjk58sgjOfLII7sOQ5IkSZI0g36K0p2A3mHHde22uyV5CrBLVX1+HmOTJEmSJI24fhY6yiTb6u6dyf2AtwNHzdhRcgxwDMCSJUsYGxvrK8iJNmzYMO2x69evB5hz/8No/fq9ABgbWzWn4/dqc7JqgXKu+WfOB8+cD5b5HjxzPnjmfPDM+eCZ88EbtZz3U5SuA3bpeb4zcEPP8wcBTwTGkgD8BrAiyXOr6vLejqrqbOBsgGXLltXy5cvnFPTY2BjTHbv99tsDTNtmsWkvae7XtIk5mSnnmn/mfPDM+WCZ78Ez54NnzgfPnA+eOR+8Uct5P9N3LwN2S/LoJFsChwErxndW1a1VtUNV7VpVuwJfBX6tIJUkSZIkaaIZR0qramOSY4ELgc2AD1TV1UlOAy6vqhXT9zB4f/u3f9t1CJIkSZKkPvQzfZeqWgmsnLDtpCnaLt/0sDbNgQce2HUIkiRJkqQ+9DN9d9FZs2YNa9as6ToMSZIkSdIM+hopXWxe+tKXAqO1+q4kSZIkjaKRHCmVJEmSJC0OFqWSJEmSpM5YlEqSJEmSOmNRKkmSJEnqzEgudPT617++6xAkSZIkSX0YyaJ0v/326zoESZIkSVIfRnL67qpVq1i1alXXYUiSJEmSZjCSI6XHHXcc4OeUSpIkSdKwG8mRUkmSJEnS4mBRKkmSJEnqjEWpJEmSJKkzFqWSJEmSpM6M5EJHb3rTm7oOQZIkSZLUh5EsSp/+9Kd3HYIkSZIkqQ8jOX33kksu4ZJLLuk6DEmSJEnSDEZypPS1r30t4OeUSpIkSdKwG8mRUkmSJEnS4mBRKkmSJEnqTF9FaZL9k6xJcl2S4yfZ/6ok1yS5MslFSR41/6FKkiRJkkbNjEVpks2As4ADgD2Aw5PsMaHZN4FlVfUk4FPAW+Y7UEmSJEnS6OlnoaO9geuq6nqAJOcBBwHXjDeoqot72n8VOGI+g5ytM888s8vTS5IkSZL6lKqavkFyCLB/VR3dPj8SeFpVHTtF+3cCN1XVGybZdwxwDMCSJUt+67zzzptT0Bs2bGCbbbaZ07GL1XHH7QXAmWeumtPxex13HACr5liw3xdz3jVzPnjmfLDM9+CZ88Ez54NnzgfPnA/eYsn5M57xjCuqatlM7foZKc0k2yatZJMcASwD/mCy/VV1NnA2wLJly2r58uV9nP7XjY2NMd2xX/rSlwDYb7/95tT/MNp+++b7XHM23sFC5Vzzz5wPnjkfLPM9eOZ88Mz54JnzwTPngzdqOe+nKF0H7NLzfGfghomNkuwHvA74g6q6Y37Cm5s3vKEZpB2lolSSJEmSRlE/q+9eBuyW5NFJtgQOA1b0NkjyFOC9wHOr6kfzH6YkSZIkaRTNWJRW1UbgWOBC4NvA+VV1dZLTkjy3bfZWYBvgk0lWJVkxRXeSJEmSJN2tn+m7VNVKYOWEbSf1PHaerCRJkiRp1vqZvitJkiRJ0oLoa6R0sXnve9/bdQiSJEmSpD6MZFG6++67dx2CJEmSJKkPIzl994ILLuCCCy7oOgxJkiRJ0gxGcqT0bW97GwAHHnhgx5FIkiRJkqYzkiOlkiRJkqTFwaJUkiRJktQZi1JJkiRJUmcsSiVJkiRJnRnJhY4+/OEPdx2CJEmSJKkPI1mU7rLLLl2HIEmSJEnqw0hO3/3EJz7BJz7xia7DkCRJkiTNYCRHSt/97ncD8IIXvKDjSCRJkiRJ0xnJkVJJkiRJ0uJgUSpJkiRJ6oxFqSRJkiSpMxalkiRJkqTOjORCR5/61Ke6DkGSJEmS1IeRLEp32GGHrkOQJEmSJPWhr+m7SfZPsibJdUmOn2T/Vkk+0e7/WpJd5zvQ2TjnnHM455xzugxBkiRJktSHGUdKk2wGnAU8E1gHXJZkRVVd09PsL4CfVtVvJjkM+Hugsw8JHS9IjzrqqK5CGCqrV6/mwevWsXHjRs499dRJ2yShqqbsY+nSpZw6ybEzHdeP2fTxgAc8gAMOOIA999xzk84pSZIkaTj0M1K6N3BdVV1fVb8EzgMOmtDmIODc9vGngH2TZP7C1FytXr2aCy64gI0bN07bbq6F5aYWpLPt4/bbb+dzn/scq1ev3uTzSpIkSepeP0XpTsDanufr2m2TtqmqjcCtwEPnI0Btmosuuog777yz6zDm1a9+9SsuuuiirsOQJEmSNA/6WehoshHPiUNb/bQhyTHAMQBLlixhbGysj9P/ug0bNkx77Pr16wHm3P8wWr9+LwDGxlbN6rglS5awZMkSHrD11kAzDXcuttpqqzkfu1BG6fWdzEzvc80/cz5Y5nvwzPngmfPBM+eDZ84Hb9Ry3k9Rug7Ypef5zsANU7RZl2RzYDvglokdVdXZwNkAy5Ytq+XLl88h5KYYme7Y7bffHmDaNotNe0mzvqYzzzyTW2+9lX1uuw2Aa6+9dk7nX7p06ZyPXQjbbbcdhx9+eNdhLKiZ3ueaf+Z8sMz34JnzwTPng2fOB8+cD96o5byf6buXAbsleXSSLYHDgBUT2qwAXtw+PgT415qPmw3naOXKlaxcubKr0w+Vfffdly222KLrMObVZpttxr777tt1GJIkSZLmwYwjpVW1McmxwIXAZsAHqurqJKcBl1fVCuD9wIeTXEczQnrYQgY9k63bqari7lVqN//AB6Zd7Giuq+i6+q4kSZKkTdHP9F2qaiWwcsK2k3oe/zfwp/Mb2ty9613vAuAVr3hFx5EMhz333BN23hmAk08+eU59jI2Njfx0WUmSJEmD18/03UXn/PPP5/zzz+86DEmSJEnSDEayKJUkSZIkLQ4WpZIkSZKkzliUSpIkSZI6Y1EqSZIkSepMuvo40SQ/Br4/x8N3AG6ex3A0M3M+eOZ88Mz5YJnvwTPng2fOB8+cD545H7zFkvNHVdXDZmrUWVG6KZJcXlXLuo7jvsScD545HzxzPljme/DM+eCZ88Ez54Nnzgdv1HLu9F1JkiRJUmcsSiVJkiRJnVmsRenZXQdwH2TOB8+cD545HyzzPXjmfPDM+eCZ88Ez54M3UjlflPeUSpIkSZJGw2IdKZUkSZIkjYAFLUqT7J9kTZLrkhzfs/0Pk3wjyVVJzk2y+RTHf7Q9/qokH0iyRbs9Sd7R9ntlkqdOcfwHkvwoyVUTtp8vRUOaAAAKa0lEQVSS5L+SrGq/nj2f192lIc75Xkm+2ub78iR7z+d1d6nLnCfZJcnFSb6d5Ook/7Nn35+22+5KMjKrs8GC5vxxSS5NckeSV09z/t9Ksro9/zuSpN3+kCT/N8l/tN8fPN/X3pUhzvnp7c/HqiRfTLLjfF97V4Y15+2+V7Z9X53kLfN53V0a1pwneXJ7/OokFyTZdr6vvStDkPM3JlmbZMOE7a9Kck3778tFSR41X9fctSHO+VFJfpx7fj8/er6uuWtDnPNHpvk98pvte727mqiqFuQL2Az4LvAYYEvgW8AeNIXwWmBp2+404C+m6OPZQNqvjwMv79n+hXb7/wC+NsXxvw88FbhqwvZTgFcv1LV39TXkOf8icEBPX2Nd52sUcg48Anhq+/hBwLXAHu3zxwO7A2PAsq5ztUhy/nDgt4E3TvdvBPB1YJ/2+C/0vLffAhzfPj4e+Puu83UfyPm2PW3+GnhP1/m6D+T8GcCXgK3G++s6X/eBnF8G/EH7+CXA6V3na4Ry/j9o/i/dMGH7M4Ct28cvBz7Rdb7uAzk/Cnhn1zm6j+X87J6+9gC+11WeFnKkdG/guqq6vqp+CZwHHAQ8FLijqq5t2/1f4ODJOqiqldWi+Yd653bXQcCH2l1fBbZP8ohJjv8ycMu8XtVwG+acFzD+l93tgBvmdIXDp9OcV9WNVfWN9vHPgW8DO7XPv11Va+bzYofEguW8qn5UVZcBd0518vY12LaqLm2P/xDwvHb3QcC57eNze7YvdkOb86r6WU/TB9L8WzMKhjbnNL+g/11V3THe3yZe67AY5pzvDnx5pvMvQp3mvG331aq6cZLtF1fVbe3Tr3LP/82L3dDmfIQNc86H5vfzhSxKd6Kp/seta7fdDGyRe6YTHgLsMl1H7RD1kcC/zND3bBzbDlN/IKMzxW6Yc34c8NYka4EzgBNmcewwG5qcJ9kVeArwtb6jX5wWMuf9nn/dJOcHWDL+j377/eGz6HeYDXPO756WBLwIOGkW/Q6zYc75UuD3knwtyb8l+e1Z9DvMhjnnVwHPbR//6UznX0S6znm//oJm5HoUDHvOD25/P/9UEt/nEyxAzk8BjkiyDlgJvHKe+p21hSxKM8m28Qr/MODtSb4O/BzYOENf7wK+XFX/Pl3fs4jt3cBjgb2AG4G3zeLYYTbMOX858DdVtQvwN8D7Z3HsMBuKnCfZBvg0cNyEkaNRtJA5n/P5Z3H8YjTUOa+q17X/tnwUOHYW/Q6zYc755sCDaaaDvQY4P8lk7RebYc75S4C/SnIFza0av5xFv8Os65zPHGByBLAMeOt89tuhYc75BcCuVfUkmlsEzp2h/WIxzDk/HDinqnammSL84SSdLIQ76c2082Qd9672d6YdEq6qS4HfA0jyLJq/upLkQmAJcHlVHd1uOxl4GPDSfvruR1X9cPxxkvcBn+/32CE3tDkHXgyML8LzSeAfZ3HsMOs85+1fzT4NfLSqPjMvVzXcFjLn/Z6/dxpX7+vywySPqKob26l4ozKtcZhz3utjwD8DJ8+y/2E0zDlfB3xmfBpZkruAHYAfz/Icw2Zoc15V3wGe1fa/FPjjWfY9rLrO+bSS7Ae8juZ+3jvms+8ODW3Oq+onPU/fB/z9fPXdsaHNOc0sgP3HY0lyf5p/zwf/+0st3E29mwPXA4/mnpt6n9Due3j7fSvgIuAPp+jjaOAS4AETtv8x914A5uvTxLErv77oziN6Hv8NcN5C5WGQX0Oe828Dy9vH+wJXdJ2vUch5u+9DwJnTxDjGaC10tGA579l/CtMvGHBZ+5qML0by7Hb7W7n3Qkdv6Tpf94Gc79bT5pXAp7rO130g5y8DTmsfL6WZlpauczbiOR8///1o/s1/Sdf5GpWc97SbuADMU2gWp9mtn2tZLF9DnvPe38+fD3y163zdB3L+BeCo9vHjaYrlTv49X+gX4dk0q4F+F3hdz/a30hQpa2imG051/Mb22FXt10nt9gBntftWM8Uv3DSrU91Ic/PvOtoVrYAPt8ddCazo/SFY7F9DnPPfBa5ofxC/BvxW17kahZy3ea32vTx+/PgvMc9vX4M7gB8CF3adq0WQ899oc/YzYH37eNtJjl9Gc4/Xd4F30v4DTrNowUXAf7TfH9J1ru4DOf90u/1KmqlfO3Wdq/tAzrcEPtLu+wZT/BK1GL+GOOf/s43rWuDvGIE/AgxRzt/S7rur/X5Ku/1LNP93jve7outc3Qdy/mbgaprfFS8GHtd1ru4DOd8D+Eqb81XAs7rK0fg/dpIkSZIkDVwnN7JKkiRJkgQWpZIkSZKkDlmUSpIkSZI6Y1EqSZIkSeqMRakkSZIkqTMWpZKkkZPkqiTXJFmV5L+SnNJ1TPMlySlJKslv9mz7m3bbsvb5Nknem+S7Sa5O8uUkT2v3beg57hFtmwMHfyWSJDUsSiVJo+qAqtoLeHvXgSyA1cBhPc8PAa7pef6PwC3AblX1BOAoYIfeDpI8CFgJ/H1VXbCg0UqSNA2LUknSKNoCuGOyHUlek+SyJFcmObXdtmuSq3raHJLknPbxOUkO6ffEve2TLE/y+fbx3kkuSfLN9vvu7fbNkpyRZHUb0yv7OM0/AQe1xz8GuBX4cfv8scDTgNdX1V0AVXV9Vf1zT4xbAJ8BVlTV2f1emyRJC2HzrgOQJGkBPAj4+cSNSZ4F7AbsDQRYkeT3gR/M47nvavue6DvA71fVxiT7AW8CDgaOAR4NPKXd95A+zvEzYG2SJ9IUp58A/rzd9wRgVVX9aprjPwD8AdBPASxJ0oJypFSSNFKSbAY8qKp+McnuZ7Vf3wS+ATyOpkgFeGx7D+oq4K0Tjntru++iJEtnCGEd8JRJtm8HfLIdkX07TfEIsB/wnqraCFBVt8zQ/7jzaKbwPg/4bJ/HADwQeAjNlN6zZnGcJEkLwqJUkjRqHgNcO8W+AG+uqr3ar9+sqve3+747vh14zYTjXtNu/zhwygznfxfwtCRX0tzbOe504OKqeiJwIHD/npiqnwub4ALgSOAHVfWznu1XA09OMtX/8XcAh1bVx4A7k7xoDueWJGneWJRKkkbNocClU+y7EHhJkm0AkuyU5OGz6PsnwJbtsccmOXZig6q6qar2raonAUf37NoO+K/28VE9278IvCzJ5m2/D2m/vznJ86cKpKpuB/438MYJ278LXA6cmiRtX7slOahtsrFnFPlY4I1JtpvxyiVJWiDeUypJGhlJXk4zIvmDJL/bbn4YsFmSb1TViiSPBy5t67UNwBHAdPdfApye5DhgK+Cl7bbHAV+ZRXhvAc5N8irgX3u2/yOwFLgyyZ3A+4B3AnsCK6brsKrOm2LX0cDbgOuS3EZTTE8c/aWqrkvyQZr7W/9qFtciSdK8SdVcZgxJkjR82s8j/V5VndPP9k081+eBP6mqX85XnxP6v7Cq/mgh+pYkaZg4UipJ0hxU1XMWuH8LUknSfYIjpZKkkdHel1kTPw5lqu2SJKl7FqWSJEmSpM64+q4kSZIkqTMWpZIkSZKkzliUSpIkSZI6Y1EqSZIkSeqMRakkSZIkqTP/P88pCCQIkMUkAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 35318\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 35437\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 23328\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 20984\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 2559\n"
     ]
    },
    {
     "data": {
      "image/png": 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6+uiWmFv1t27dOr75zW9yyy23tPVckiRJklRVO+4p3QVY1fB6oNymSeCJJ57g6quvrjsMSZIkSRupdqy+G8NsG3aYLyJOAE4A2H777enr6xvXCTfffPNRj91yyy0Bxt1/N9pyyy2A9lzTFsPkp9WKxYODg65q3GHmvPPMeWeZ784z551nzjvPnHeeOe+8Xst5O4rSAWBGw+tdgbuHa5iZC4AFADvvvHPefvvt4zphX18fox37+OOPA4zaZrJZu3ZfoD3XtO/atU/pa9ttt+Woo44a9Zj+/n7mzJmzwedWdea888x5Z5nvzjPnnWfOO8+cd54577xey3k7itIlwMkRsYhigaPfZuY9beh33I4++ug6Tz+pTJkyhblz59YdhiRJkqSNVMuiNCK+BswBdoiIAeBMYFOAzPwMsBQ4CFgJrAX+up0Bdnrl3Hb00S0xt+pviy22cPVdSZIkSbVqWZRm5qjzOrOodN421hPvvPPOnHnmmWM9DCiGq0ebbnruuecCcPrpp4+r/250zTXF1/HmbLjO3vve9254X5IkSZK0Adqx+m7Xufrqq11RVpIkSZImgZ4sSiVJkiRJk4NFqSRJkiSpNhalkiRJkqTatOMjYbrO9ttvX3cIkiRJkqQKerIoveKKK+oOQZIkSZJUgdN3JUmSJEm16cmi9LTTTuO0006rOwxJkiRJUgs9OX33uuuuqzsESZIkSVIFPTlSKkmSJEmaHCxKJUmSJEm1sSiVJEmSJNWmJ+8p3XXXXesOQZIkSZJUQU8WpV/+8pfrDkGSJEmSVIHTdyVJkiRJtenJonT+/PnMnz+/7jAkSZIkSS305PTdZcuW1R2CJEmSJKmCnhwplSRJkiRNDhalkiRJkqTaWJRKkiRJkmpTqSiNiAMjYkVErIyIU4fZ/5yIuCYifhIRN0fEQe0Ptbq+vj76+vrqDEGSJEmSVEHLhY4iYgpwMfAaYAC4ISKWZOZtDc0+CCzOzE9HxF7AUmDmBMRbyYIFC+o6tSRJkiRpDKqMlO4DrMzMOzPzMWARcEhTmwS2KZ9vC9zdvhAlSZIkSb0qMnP0BhGHAQdm5vHl62OAV2bmyQ1tdgK+A2wHbAUckJk3DdPXCcAJANOnT3/FokWLxhX04OAgU6dOHXH/BRdcAMB73vOecfXfjebPnwXARRdt+MfdzCo/w3XZRRdVPqZVztV+5rzzzHlnme/OM+edZ847z5x3njnvvMmS8/333/+mzJzdql2VzymNYbY1V7JHAQsz88KI2Be4NCL2zswnn3JQ5gJgAcDs2bNzzpw5FU7/dP39/Yx27FlnnQUwapvJZtq04mtbrqnsbCx9tcq52s+cd5457yzz3XnmvPPMeeeZ884z553XazmvMn13AJjR8HpXnj4992+AxQCZeR3wTGCHdgQoSZIkSepdVYrSG4DdI2K3iNgMOBJY0tTmV8BcgIjYk6Iova+dgUqSJEmSek/LojQz1wMnA1cBP6NYZXd5RJwTEa8vm70b+NuI+CnwNeC4bHWzqiRJkiRpo1flnlIycynFx7w0bjuj4fltwB+3N7TxmzVrVt0hSJIkSZIqqFSUTjYXjWFVWUmSJElSfarcUypJkiRJ0oToyaL06KOP5uijj647DEmSJElSCz05fXdgYKDuECRJkiRJFfTkSKkkSZIkaXKwKJUkSZIk1caiVJIkSZJUm568p3TfffetOwRJkiRJUgU9WZR+9KMfrTsESZIkSVIFTt+VJEmSJNWmJ4vSQw89lEMPPbTuMCRJkiRJLfTk9N3777+/7hAkSZIkSRX05EipJEmSJGlysCiVJEmSJNXGolSSJEmSVJuevKd07ty5dYcgSZIkSaqgJ4vS008/ve4QJEmSJEkVOH1XkiRJklSbnixK582bx7x58+oOQ5IkSZLUQqWiNCIOjIgVEbEyIk4doc3hEXFbRCyPiK+2N8yxWbduHevWraszBEmSJElSBS3vKY2IKcDFwGuAAeCGiFiSmbc1tNkdOA3448x8MCKePVEBS5IkSZJ6R5WR0n2AlZl5Z2Y+BiwCDmlq87fAxZn5IEBm/qa9YUqSJEmSelGVonQXYFXD64FyW6M+oC8i/jsiro+IA9sVoCRJkiSpd1X5SJgYZlsO08/uwBxgV+AHEbF3Zq55SkcRJwAnAEyfPp3+/v6xxgvA4ODgqMfuueeeAOPuvxutWTMLgP7+ZRvc16w1xbdl2Rjy0yrnaj9z3nnmvLPMd+eZ884z551nzjvPnHder+W8SlE6AMxoeL0rcPcwba7PzMeBX0TECooi9YbGRpm5AFgAMHv27JwzZ864gu7v72e0Y8fbbzebNq342pZrKzsbS1+tcq72M+edZ847y3x3njnvPHPeeea888x55/VazqtM370B2D0idouIzYAjgSVNbf4V2B8gInagmM57ZzsDlSRJkiT1npZFaWauB04GrgJ+BizOzOURcU5EvL5sdhVwf0TcBlwDnJKZ909U0K3MmTOnp/5yIEmSJEm9qsr0XTJzKbC0adsZDc8TeFf5kCRJkiSpkirTdyVJkiRJmhAWpZIkSZKk2liUSpIkSZJqU+me0snm8MMPrzsESZIkSVIFPVmUvvWtb607BEmSJElSBT05fXft2rWsXbu27jAkSZIkSS305EjpQQcdBEB/f3+9gUiSJEmSRtWTI6WSJEmSpMnBolSSJEmSVBuLUkmSJElSbSxKJUmSJEm16cmFjo477ri6Q5AkSZIkVWBRKkmSJEmqTU9O3129ejWrV6+uOwxJkiRJUgs9OVJ62GGHAX5OqSRJkiR1u54cKZUkSZIkTQ4WpZIkSZKk2liUSpIkSZJqY1EqSZIkSapNTy50dNJJJ9UdgiRJkiSpgkojpRFxYESsiIiVEXHqKO0Oi4iMiNntC3HsjjjiCI444og6Q5AkSZIkVdCyKI2IKcDFwDxgL+CoiNhrmHZbA+8AftjuIMdq1apVrFq1qu4wJEmSJEktVBkp3QdYmZl3ZuZjwCLgkGHanQucB/xfG+Mbl2OOOYZjjjmm7jAkSZIkSS1UKUp3ARqHHQfKbb8TES8DZmTmt9oYmyRJkiSpx1VZ6CiG2Za/2xnxDODjwHEtO4o4ATgBYPr06fT391cKstng4OCox65ZswZg3P13ozVrZgHQ379sg/uaVeZn2Rjy0yrnaj9z3nnmvLPMd+eZ884z551nzjvPnHder+W8SlE6AMxoeL0rcHfD662BvYH+iAD4A2BJRLw+M29s7CgzFwALAGbPnp1z5swZV9D9/f2Mduy0adMARm0z2ZSX1J5rGkd+WuVc7WfOO8+cd5b57jxz3nnmvPPMeeeZ887rtZxXmb57A7B7ROwWEZsBRwJLhnZm5m8zc4fMnJmZM4HrgacVpJIkSZIkNWs5UpqZ6yPiZOAqYArwhcxcHhHnADdm5pLRe+i8d7/73XWHIEmSJEmqoMr0XTJzKbC0adsZI7Sds+FhbZiDDz647hAkSZIkSRVUmb476axYsYIVK1bUHYYkSZIkqYVKI6WTzYknngj01uq7kiRJktSLenKkVJIkSZI0OViUSpIkSZJqY1EqSZIkSaqNRakkSZIkqTY9udDRBz/4wbpDkCRJkiRV0JNF6QEHHFB3CJIkSZKkCnpy+u6yZctYtmxZ3WFIkiRJklroyZHS+fPnA35OqSRJkiR1u54cKZUkSZIkTQ4WpZIkSZKk2liUSpIkSZJqY1EqSZIkSapNTy509JGPfKTuECRJkiRJFfRkUfqqV72q7hAkSZIkSRX05PTda6+9lmuvvbbuMCRJkiRJLfTkSOn73/9+wM8plSRJkqRu15MjpZIkSZKkycGiVJIkSZJUm0pFaUQcGBErImJlRJw6zP53RcRtEXFzRFwdEc9tf6iSJEmSpF7TsiiNiCnAxcA8YC/gqIjYq6nZT4DZmfkS4HLgvHYHKkmSJEnqPVUWOtoHWJmZdwJExCLgEOC2oQaZeU1D++uBo9sZ5FhddNFFdZ5ekiRJklRRZOboDSIOAw7MzOPL18cAr8zMk0do/0ng3sz80DD7TgBOAJg+fforFi1aNK6gBwcHmTp16riOnazmz58FwEUXLdvgvmbNnw/AsjEU7xtjzutmzjvPnHeW+e48c9555rzzzHnnmfPOmyw533///W/KzNmt2lUZKY1htg1byUbE0cBsYL/h9mfmAmABwOzZs3POnDkVTv90/f39jHbsd7/7XQAOOOCAcfXfjaZNK76ON2fDdTaWvlrlXO1nzjvPnHeW+e48c9555rzzzHnnmfPO67WcVylKB4AZDa93Be5ubhQRBwAfAPbLzEfbE974fOhDxSBtLxWlkiRJktSLqqy+ewOwe0TsFhGbAUcCSxobRMTLgM8Cr8/M37Q/TEmSJElSL2pZlGbmeuBk4CrgZ8DizFweEedExOvLZucDU4GvR8SyiFgyQneSJEmSJP1Olem7ZOZSYGnTtjManjtPVpIkSZI0ZlWm70qSJEmSNCEqjZRONp/97GfrDkGSJEmSVEFPFqV77LFH3SFIkiRJkiroyem7V155JVdeeWXdYUiSJEmSWujJkdILL7wQgIMPPrjmSCRJkiRJo+nJkVJJkiRJ0uRgUSpJkiRJqo1FqSRJkiSpNhalkiRJkqTa9ORCR5deemndIUiSJEmSKujJonTGjBl1hyBJkiRJqqAnp+9edtllXHbZZXWHIUmSJElqoSdHSj/96U8DcMQRR9QciSRJkiRpND05UipJkiRJmhwsSiVJkiRJtbEolSRJkiTVxqJUkiRJklSbnlzo6PLLL687BEmSJElSBT1ZlO6www51hyBJkiRJqqDS9N2IODAiVkTEyog4dZj9m0fEZeX+H0bEzHYHOhYLFy5k4cKFdYYgSZIkSaqg5UhpREwBLgZeAwwAN0TEksy8raHZ3wAPZuYLIuJI4GNAbR8SOlSQHnfccXWF0PUGH3mET513HuvWrRu1XUSQmfT19XH22WdX7n/ouA0xXB9bbLEF8+bN48UvfvEG9S1JkiSpO1QZKd0HWJmZd2bmY8Ai4JCmNocAl5TPLwfmRkS0L0y10+Ajj7B69eqWBSkw7sJyQwvSkfpYt24d3/zmN7nllls2uH9JkiRJ9atSlO4CrGp4PVBuG7ZNZq4Hfgts344A1X5rHnwQ2lA01uWJJ57g6quvrjsMSZIkSW1QZaGj4UY8myuaKm2IiBOAEwCmT59Of39/hdM/3eDg4KjHrlmzBmDc/XejNWtmAdDfv2yD+9pzs83YdLPN6Ovrq3zM5ptvPqb2ndBL39/htPo5V/uZ884y351nzjvPnHeeOe88c955vZbzKkXpADCj4fWuwN0jtBmIiE2AbYEHmjvKzAXAAoDZs2fnnDlzxhFyUYyMduy0adMARm0z2ZSX1JZrGnjsMdavX8/tt99e+Zi+vr4xtZ9o2267LUcddVTdYUyoVj/naj9z3lnmu/PMeeeZ884z551nzjuv13JepSi9Adg9InYDfg0cCbypqc0S4FjgOuAw4HvZjpsKx2np0qV1nXpSmLbddqxevbruMMZtypQpzJ07t+4wJEmSJLVBy6I0M9dHxMnAVcAU4AuZuTwizgFuzMwlwOeBSyNiJcUI6ZETGXQrW265ZZ2n73pTt9oKKFayrbr67li5+q4kSZKkKqqMlJKZS4GlTdvOaHj+f8Ab2xva+H3qU58C4K1vfWvNkXSvqVttxXvf+97K7fv7+3t+uqwkSZKkzquy+u6ks3jxYhYvXlx3GJIkSZKkFnqyKJUkSZIkTQ4WpZIkSZKk2liUSpIkSZJqY1EqSZIkSapN1PVxohFxH/DLcR6+AzB5P2hzcjLnnWfOO8+cd5b57jxz3nnmvPPMeeeZ886bLDl/bmbu2KpRbUXphoiIGzNzdt1xbEzMeeeZ884z551lvjvPnHeeOe88c9555rzzei3nTt+VJEmSJNXGolSSJEmSVJvJWpQuqDuAjZA57zxz3nnmvLPMd+eZ884z551nzjvPnHdeT+V8Ut5TKkmSJEnqDZN1pFSSJEmS1AMmtCiNiAMjYkVErIyIUxu2/1lE/Dgibo2ISyJikxGO/0p5/K0R8YWI2LTcHhHxibLfmyPi5SMc/4WI+E1E3Nq0/ayI+HXbcWhDAAAKbklEQVRELCsfB7XzuuvUxTmfFRHXl/m+MSL2aed116nOnEfEjIi4JiJ+FhHLI+LvG/a9sdz2ZET0zOpsMKE5f2FEXBcRj0bEe0Y5/ysi4pby/J+IiCi3Pysi/iMi/qf8ul27r70uXZzzc8t/H8si4jsRsXO7r70u3Zrzct/by76XR8R57bzuOnVrziPipeXxt0TElRGxTbuvvS5dkPMPR8SqiBhs2v6uiLit/P1ydUQ8t13XXLcuzvlxEXFf/P79+fHtuua6dXHOnxPF+8iflD/r9dVEmTkhD2AKcAfwPGAz4KfAXhSF8Cqgr2x3DvA3I/RxEBDl42vASQ3bv11u/yPghyMc/6fAy4Fbm7afBbxnoq69rkeX5/w7wLyGvvrrzlcv5BzYCXh5+Xxr4HZgr/L1nsAeQD8wu+5cTZKcPxv4Q+DDo/2OAH4E7Fse/+2Gn+3zgFPL56cCH6s7XxtBzrdpaPMO4DN152sjyPn+wHeBzYf6qztfG0HObwD2K5+/BTi37nz1UM7/iOL/0sGm7fsDW5bPTwIuqztfG0HOjwM+WXeONrKcL2joay/grrryNJEjpfsAKzPzzsx8DFgEHAJsDzyambeX7f4DOHS4DjJzaZYoflHvWu46BPhSuet6YFpE7DTM8d8HHmjrVXW3bs55AkN/2d0WuHtcV9h9as15Zt6TmT8unz8M/AzYpXz9s8xc0c6L7RITlvPM/E1m3gA8PtLJy+/BNpl5XXn8l4C/LHcfAlxSPr+kYftk17U5z8yHGppuRfG7phd0bc4p3qD/Q2Y+OtTfBl5rt+jmnO8BfL/V+SehWnNetrs+M+8ZZvs1mbm2fHk9v/+/ebLr2pz3sG7Oede8P5/IonQXiup/yEC5bTWwafx+OuFhwIzROiqHqI8B/r1F32NxcjlM/YXonSl23Zzz+cD5EbEKuAA4bQzHdrOuyXlEzAReBvywcvST00TmvOr5B4Y5P8D0oV/65ddnj6HfbtbNOf/dtCTgzcAZY+i3m3VzzvuAV0fEDyPiPyPiD8fQbzfr5pzfCry+fP7GVuefROrOeVV/QzFy3Qu6PeeHlu/PL48If86bTEDOzwKOjogBYCnw9jb1O2YTWZTGMNuGKvwjgY9HxI+Ah4H1Lfr6FPD9zPzBaH2PIbZPA88HZgH3ABeO4dhu1s05Pwl4Z2bOAN4JfH4Mx3azrsh5REwFrgDmN40c9aKJzPm4zz+G4yejrs55Zn6g/N3yFeDkMfTbzbo555sA21FMBzsFWBwRw7WfbLo5528B3hYRN1HcqvHYGPrtZnXnvHWAEUcDs4Hz29lvjbo551cCMzPzJRS3CFzSov1k0c05PwpYmJm7UkwRvjQialkId9ibadtkgKdW+7tSDgln5nXAqwEi4rUUf3UlIq4CpgM3Zubx5bYzgR2BE6v0XUVm/u/Q84j4Z+BbVY/tcl2bc+BYYGgRnq8DnxvDsd2s9pyXfzW7AvhKZn6jLVfV3SYy51XP3ziNq/H78r8RsVNm3lNOxeuVaY3dnPNGXwX+DThzjP13o27O+QDwjaFpZBHxJLADcN8Yz9Ftujbnmflz4LVl/33AX4yx725Vd85HFREHAB+guJ/30Xb2XaOuzXlm3t/w8p+Bj7Wr75p1bc4pZgEcOBRLRDyT4vd559+/5MTd1LsJcCewG7+/qfdF5b5nl183B64G/myEPo4HrgW2aNr+Fzx1AZgfjRLHTJ6+6M5ODc/fCSyaqDx08tHlOf8ZMKd8Phe4qe589ULOy31fAi4aJcZ+emuhownLecP+sxh9wYAbyu/J0GIkB5Xbz+epCx2dV3e+NoKc797Q5u3A5XXnayPI+d8B55TP+yimpUXdOevxnA+d/xkUv/PfUne+eiXnDe2aF4B5GcXiNLtXuZbJ8ujynDe+P38DcH3d+doIcv5t4Ljy+Z4UxXItv88n+ptwEMVqoHcAH2jYfj5FkbKCYrrhSMevL49dVj7OKLcHcHG57xZGeMNNsTrVPRQ3/w5QrmgFXFoedzOwpPEfwWR/dHHO/wS4qfyH+EPgFXXnqhdyXuY1y5/loeOH3sS8ofwePAr8L3BV3bmaBDn/gzJnDwFryufbDHP8bIp7vO4APkn5C5xi0YKrgf8pvz6r7lxtBDm/otx+M8XUr13qztVGkPPNgC+X+37MCG+iJuOji3P+92VctwP/QA/8EaCLcn5eue/J8utZ5fbvUvzfOdTvkrpztRHk/KPAcor3itcAL6w7VxtBzvcC/rvM+TLgtXXlaOiXnSRJkiRJHVfLjaySJEmSJIFFqSRJkiSpRhalkiRJkqTaWJRKkiRJkmpjUSpJkiRJqo1FqSSp50TErRFxW0Qsi4hfR8RZdcfULhFxVkRkRLygYds7y22zy9dTI+KzEXFHRCyPiO9HxCvLfYMNx+1Utjm481ciSVLBolSS1KvmZeYs4ON1BzIBbgGObHh9GHBbw+vPAQ8Au2fmi4DjgB0aO4iIrYGlwMcy88oJjVaSpFFYlEqSetGmwKPD7YiIUyLihoi4OSLOLrfNjIhbG9ocFhELy+cLI+KwqidubB8RcyLiW+XzfSLi2oj4Sfl1j3L7lIi4ICJuKWN6e4XT/CtwSHn884DfAveVr58PvBL4YGY+CZCZd2bmvzXEuCnwDWBJZi6oem2SJE2ETeoOQJKkCbA18HDzxoh4LbA7sA8QwJKI+FPgV20895Nl381+DvxpZq6PiAOAjwCHAicAuwEvK/c9q8I5HgJWRcTeFMXpZcBfl/teBCzLzCdGOf4LwH5AlQJYkqQJ5UipJKmnRMQUYOvMfGSY3a8tHz8Bfgy8kKJIBXh+eQ/qMuD8puPOL/ddHRF9LUIYAF42zPZtga+XI7IfpygeAQ4APpOZ6wEy84EW/Q9ZRDGF9y+Bf6l4DMBWwLMopvRePIbjJEmaEBalkqRe8zzg9hH2BfDRzJxVPl6QmZ8v990xtB04pem4U8rtXwPOanH+TwGvjIibKe7tHHIucE1m7g0cDDyzIaascmFNrgSOAX6VmQ81bF8OvDQiRvo//lHg8Mz8KvB4RLx5HOeWJKltLEolSb3mcOC6EfZdBbwlIqYCRMQuEfHsMfR9P7BZeezJEXFyc4PMvDcz52bmS4DjG3ZtC/y6fH5cw/bvAH8XEZuU/T6r/PrRiHjDSIFk5jrgfcCHm7bfAdwInB0RUfa1e0QcUjZZ3zCKfDLw4YjYtuWVS5I0QbynVJLUMyLiJIoRyV9FxJ+Um3cEpkTEjzNzSUTsCVxX1muDwNHAaPdfApwbEfOBzYETy20vBP57DOGdB1wSEe8Cvtew/XNAH3BzRDwO/DPwSeDFwJLROszMRSPsOh64EFgZEWspiunm0V8yc2VEfJHi/ta3jeFaJElqm8gcz4whSZK6T/l5pHdl5sIq2zfwXN8C/iozH2tXn039X5WZfz4RfUuS1E0cKZUkaRwy83UT3L8FqSRpo+BIqSSpZ5T3ZWbzx6GMtF2SJNXPolSSJEmSVBtX35UkSZIk1caiVJIkSZJUG4tSSZIkSVJtLEolSZIkSbWxKJUkSZIk1eb/AxahGN9vWX2CAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 15209\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 11116\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 11046\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 17703\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 34154\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 11361\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 33182\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 11344\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 28662\n"
     ]
    },
    {
     "data": {
      "image/png": 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93HXXUQCcdtoFHYtjpOOOuusu1po0iYduvpndd9991H1LkiRJUjtaFqWZ+aOImDpCkwOAC7Oobq6LiM0jYpvMvGc0gYy1uKv6uF7qo9VxTz35JJdffvmY+pYkSZKkdnTimtLtgOUNr1eU29QDnnzySa666qq6w5AkSZLUozpx990YYtuQU3ARcSxwLMBWW23FtGnTxjTgeuutN+KxG264IcCY++9GG264AVDdOW3QlMOBgQHvalwxc149c14t8109c149c149c149c169Xst5J4rSFcCUhtfbA3cP1TAz5wHzALbddtu8/fbbxzTgtGnTGOnYxx9/HGDENhPNqlV7AtWd056rVj093mabbcY222xDX19fJWOr0N/fb84rZs6rZb6rZ86rZ86rZ86rZ86r12s570RRuhA4PiIWUNzg6KHRXk/aaUcccUSdw/eUSZMmMXPmTB544IG6Q5EkSZLUg9r5SJhvAtcCO0fEioh4e0S8MyLeWTZZBNwJLAO+DBw3lkAihloF3H3H9VIfrY5ba9IkDjjgAO++K0mSJGnctHP33cNa7E/g3aMdeNttt+XUU08d7WFAMV192GHDh3XGGWcAcPLJJ4+p/2509dXF17HmbMwDWpBKkiRJGkeduPtu17nqqqu8Y6wkSZIkTQA9WZRKkiRJkiYGi1JJkiRJUm0sSiVJkiRJtenER8J0na222qruECRJkiRJbejJovTb3/523SFIkiRJktrg8l1JkiRJUm16sig96aSTOOmkk+oOQ5IkSZLUQk8u37322mvrDkGSJEmS1IaenCmVJEmSJE0MFqWSJEmSpNpYlEqSJEmSatOT15Ruv/32dYcgSZIkSWpDTxalF198cd0hSJIkSZLa4PJdSZIkSVJterIonTNnDnPmzKk7DEmSJElSCz25fHfx4sV1hyBJkiRJakNPzpRKkiRJkiYGi1JJkiRJUm0sSiVJkiRJtWmrKI2IfSNiaUQsi4gTh9j/goi4OiJ+ERE3RcR+nQ+1fdOmTWPatGl1hiBJkiRJakPLGx1FxCTgPOCNwArg+ohYmJm3NjT7KHBpZn4hInYFFgFTxyHetsybN6+uoSVJkiRJo9DOTOkewLLMvDMzHwMWAAc0tUlg0/L5ZsDdnQtRkiRJktSrIjNHbhBxELBvZh5Tvj4SeHVmHt/QZhvg+8AWwEbArMy8cYi+jgWOBZg8efKrFixYMKagBwYG2HjjjYfdf/bZZwPwwQ9+cEz9d6M5c6YDcO651XzczfTyc14Xn3su0Drn6jxzXj1zXi3zXT1zXj1zXj1zXj1zXr2JkvO99977xsyc0apdO59TGkNsa65kDwPmZ+Y5EbEncFFE7JaZTz3joMx5wDyAGTNmZF9fXxvDP1t/fz8jHTt37lyAEdtMNJtvXnyt7JzKAQfHa5VzdZ45r545r5b5rp45r545r545r545r16v5byd5bsrgCkNr7fn2ctz3w5cCpCZ1wLrA1t3IkBJkiRJUu9qpyi9HtgpInaMiHWBQ4GFTW1+A8wEiIhdKIrS+zoZqCRJkiSp97QsSjPzCeB44ErgNoq77C6JiNMj4s1lsw8A/xgRvwS+CRydrS5WlSRJkiSt8dq5ppTMXETxMS+N205peH4r8LrOhjZ206dPrzsESZIkSVIb2ipKJ5pzyzvGSpIkSZK6WzvXlEqSJEmSNC56sig94ogjOOKII+oOQ5IkSZLUQk8u312xYkXdIUiSJEmS2tCTM6WSJEmSpInBolSSJEmSVBuLUkmSJElSbXrymtI999yz7hAkSZIkSW3oyaL0k5/8ZN0hSJIkSZLa4PJdSZIkSVJterIoPfDAAznwwAPrDkOSJEmS1EJPLt994IEH6g5BkiRJktSGnpwplSRJkiRNDBalkiRJkqTaWJRKkiRJkmrTk9eUzpw5s+4QJEmSJElt6Mmi9OSTT647BEmSJElSG1y+K0mSJEmqTU8WpbNnz2b27Nl1hyFJkiRJaqGtojQi9o2IpRGxLCJOHKbNwRFxa0QsiYhvdDbM0Vm9ejWrV6+uMwRJkiRJUhtaXlMaEZOA84A3AiuA6yNiYWbe2tBmJ+Ak4HWZ+fuIeP54BSxJkiRJ6h3tzJTuASzLzDsz8zFgAXBAU5t/BM7LzN8DZObvOhumJEmSJKkXtVOUbgcsb3i9otzWaBowLSJ+EhHXRcS+nQpQkiRJktS72vlImBhiWw7Rz05AH7A98OOI2C0zVz6jo4hjgWMBJk+eTH9//2jjBWBgYGDEY3fZZReAMfffjVaunA5Af//iSsabvrJ46xaXOWyVc3WeOa+eOa+W+a6eOa+eOa+eOa+eOa9er+W8naJ0BTCl4fX2wN1DtLkuMx8Hfh0RSymK1OsbG2XmPGAewIwZM7Kvr29MQff39zPSsWPtt5ttvnnxtbJzKwccHK9VztV55rx65rxa5rt65rx65rx65rx65rx6vZbzdpbvXg/sFBE7RsS6wKHAwqY2/wrsDRARW1Ms572zk4FKkiRJknpPy6I0M58AjgeuBG4DLs3MJRFxekS8uWx2JfBARNwKXA2ckJkPjFfQrfT19fXUXw4kSZIkqVe1s3yXzFwELGradkrD8wTeXz4kSZIkSWpLO8t3JUmSJEkaFxalkiRJkqTaWJRKkiRJkmrT1jWlE83BBx9cdwiSJEmSpDb0ZFF63HHH1R2CJEmSJKkNPbl8d9WqVaxataruMCRJkiRJLfTkTOl+++0HQH9/f72BSJIkSZJG1JMzpZIkSZKkicGiVJIkSZJUG4tSSZIkSVJtLEolSZIkSbXpyRsdHX300XWHIEmSJElqg0WpJEmSJKk2Pbl89/777+f++++vOwxJkiRJUgs9OVN60EEHAX5OqSRJkiR1u56cKZUkSZIkTQwWpZIkSZKk2liUSpIkSZJqY1EqSZIkSapNT97o6F3velfdIUiSJEmS2tDWTGlE7BsRSyNiWUScOEK7gyIiI2JG50IcvUMOOYRDDjmkzhAkSZIkSW1oWZRGxCTgPGA2sCtwWETsOkS7TYD3Aj/tdJCjtXz5cpYvX153GJIkSZKkFtqZKd0DWJaZd2bmY8AC4IAh2p0BnAn8sYPxjcmRRx7JkUceWXcYkiRJkqQW2ilKtwMapx1XlNueFhGvAKZk5nc7GJskSZIkqce1c6OjGGJbPr0zYi3gM8DRLTuKOBY4FmDy5Mn09/e3FWSzgYGBEY9duXIlwJj770YrV04HoL9/cSXjTS9zuLjMYaucq/PMefXMebXMd/XMefXMefXMefXMefV6LeftFKUrgCkNr7cH7m54vQmwG9AfEQB/BiyMiDdn5g2NHWXmPGAewIwZM7Kvr29MQff39zPSsZtvvjnAiG0mmvKUqjunphy2yrk6z5xXz5xXy3xXz5xXz5xXz5xXz5xXr9dy3s7y3euBnSJix4hYFzgUWDi4MzMfysytM3NqZk4FrgOeVZBKkiRJktSs5UxpZj4REccDVwKTgK9l5pKIOB24ITMXjtxD9T7wgQ/UHYIkSZIkqQ3tLN8lMxcBi5q2nTJM277nHtZzs//++9cdgiRJkiSpDe0s351wli5dytKlS+sOQ5IkSZLUQlszpRPNO97xDqC37r4rSZIkSb2oJ2dKJUmSJEkTg0WpJEmSJKk2FqWSJEmSpNpYlEqSJEmSatOTNzr66Ec/WncIkiRJkqQ29GRROmvWrLpDkCRJkiS1oSeX7y5evJjFixfXHYYkSZIkqYWenCmdM2cO4OeUSpIkSVK368mZUkmSJEnSxGBRKkmSJEmqjUWpJEmSJKk2FqWSJEmSpNr05I2OPvGJT9QdgiRJkiSpDT1ZlL72ta+tOwRJkiRJUht6cvnuNddcwzXXXFN3GJIkSZKkFnpypvTDH/4w4OeUSpIkSVK368mZUkmSJEnSxGBRKkmSJEmqTVtFaUTsGxFLI2JZRJw4xP73R8StEXFTRFwVETt0PlRJkiRJUq9pWZRGxCTgPGA2sCtwWETs2tTsF8CMzHwZcBlwZqcDlSRJkiT1nnZudLQHsCwz7wSIiAXAAcCtgw0y8+qG9tcBR3QyyNE699xz6xxekiRJktSmyMyRG0QcBOybmceUr48EXp2Zxw/T/nPAvZn5sSH2HQscCzB58uRXLViwYExBDwwMsPHGG4/p2IlqzpzpAJx77uJKxps+Zw4Ai8sCf03Med3MefXMebXMd/XMefXMefXMefXMefUmSs733nvvGzNzRqt27cyUxhDbhqxkI+IIYAaw11D7M3MeMA9gxowZ2dfX18bwz9bf389Ix/7gBz8AYNasWWPqvxttvnnxdaw5G+uAg+O1yrk6z5xXz5xXy3xXz5xXz5xXz5xXz5xXr9dy3k5RugKY0vB6e+Du5kYRMQv4CLBXZj7amfDG5mMfKyZpe6kolSRJkqRe1M7dd68HdoqIHSNiXeBQYGFjg4h4BfAl4M2Z+bvOhylJkiRJ6kUti9LMfAI4HrgSuA24NDOXRMTpEfHmstlZwMbAtyJicUQsHKY7SZIkSZKe1s7yXTJzEbCoadspDc9dJytJkiRJGrV2lu9KkiRJkjQu2popnWi+9KUv1R2CJEmSJKkNPVmU7rzzznWHIEmSJElqQ08u373iiiu44oor6g5DkiRJktRCT86UnnPOOQDsv//+NUciSZIkSRpJT86USpIkSZImBotSSZIkSVJtLEolSZIkSbWxKJUkSZIk1aYnb3R00UUX1R2CJEmSJKkNPVmUTpkype4QJEmSJElt6Mnlu5dccgmXXHJJ3WFIkiRJklroyZnSL3zhCwAccsghNUciSZIkSRpJT86USpIkSZImBotSSZIkSVJtLEolSZIkSbWxKJUkSZIk1aYnb3R02WWX1R2CJEmSJKkNPVmUbr311nWHIEmSJElqQ1vLdyNi34hYGhHLIuLEIfavFxGXlPt/GhFTOx3oaMyfP5/58+fXGYIkSZIkqQ0tZ0ojYhJwHvBGYAVwfUQszMxbG5q9Hfh9Zr44Ig4FPg3U9iGhgwXp0UcfXVcIE97AI4/w4IMPcv5ppwEwbdo0TiufDyciyMxRjzWa4zbYYANmz57N7rvvPupxJEmSJHWfdmZK9wCWZeadmfkYsAA4oKnNAcAF5fPLgJkREZ0LU1W6+eabuf/++3nqySdHddxYCtLRHrd69Wouv/xybr755jGNJUmSJKm7tFOUbgcsb3i9otw2ZJvMfAJ4CNiqEwGqeldddRWMscCswpNPPlnEKEmSJGnCa+dGR0PNeDZXLO20ISKOBY4FmDx5Mv39/W0M/2wDAwMjHrty5UqAMfffjVaunA5Af//icR9r8uTJbLDhhkCxbBdgvfXWe/p5t+il93corb7P1XnmvFrmu3rmvHrmvHrmvHrmvHq9lvN2itIVwJSG19sDdw/TZkVErA1sBjzY3FFmzgPmAcyYMSP7+vrGEHJRjIx07Oabbw4wYpuJpjylSs7p3HPPZfWqVQDcfvvtQFGcDj7vBpttthmHHXZY3WGMq1bf5+o8c14t8109c149c149c149c169Xst5O8t3rwd2iogdI2Jd4FBgYVObhcBR5fODgB/mWC8w7IBFixaxaNGiuoaf8GbOnAldfEnwpEmTihglSZIkTXgtZ0oz84mIOB64EpgEfC0zl0TE6cANmbkQ+CpwUUQso5ghPXQ8g25lw3LpqcZm9913Z2DrrXnwwWdNdo/Iu+9KkiRJGq12lu+SmYuARU3bTml4/kfgLZ0Nbew+//nPA3DcccfVHMnEtfFGG7HxRhtx6qmnAsUSgV5fLitJkiSpeu0s351wLr30Ui699NK6w5AkSZIktdCTRakkSZIkaWKwKJUkSZIk1caiVJIkSZJUG4tSSZIkSVJtoq6PE42I+4D/GePhWwP3dzActWbOq2fOq2fOq2W+q2fOq2fOq2fOq2fOqzdRcr5DZj6vVaPaitLnIiJuyMwZdcexJjHn1TPn1TPn1TLf1TPn1TPn1TPn1TPn1eu1nLt8V5IkSZJUG4tSSZIkSVJtJmpROq/uANZA5rx65rx65rxa5rt65rx65rx65rx65rx6PZXzCXlNqSRJkiSpN0zUmVJJkiRJUg8Y16I0IvaNiKURsSwiTmzY/pcR8fOIuCWgcbYwAAAKm0lEQVQiLoiItYc5/uvl8bdExNciYp1ye0TEZ8t+b4qIVw5z/Nci4ncRcUvT9rkR8duIWFw+9uvkedepi3M+PSKuK/N9Q0Ts0cnzrlOdOY+IKRFxdUTcFhFLIuKfGva9pdz2VET0zN3ZYFxz/pKIuDYiHo2ID44w/qsi4uZy/M9GRJTbt4yI/4iI/y6/btHpc69LF+f8jPLfx+KI+H5EbNvpc69Lt+a83Peesu8lEXFmJ8+7Tt2a84h4eXn8zRFxRURs2ulzr0sX5PzjEbE8Igaatr8/Im4tf75cFRE7dOqc69bFOT86Iu6LP/1+fkynzrluXZzzF0Txe+Qvyu/1+mqizByXBzAJuAN4IbAu8EtgV4pCeDkwrWx3OvD2YfrYD4jy8U3gXQ3bv1dufw3w02GOfwPwSuCWpu1zgQ+O17nX9ejynH8fmN3QV3/d+eqFnAPbAK8sn28C3A7sWr7eBdgZ6Adm1J2rCZLz5wN/Dnx8pJ8RwM+APcvjv9fwvX0mcGL5/ETg03Xnaw3I+aYNbd4LfLHufK0BOd8b+AGw3mB/dedrDcj59cBe5fO3AWfUna8eyvlrKP4vHWjavjewYfn8XcAldedrDcj50cDn6s7RGpbzeQ197QrcVVeexnOmdA9gWWbemZmPAQuAA4CtgEcz8/ay3X8ABw7VQWYuyhLFD+rty10HABeWu64DNo+IbYY4/kfAgx09q+7WzTlPYPAvu5sBd4/pDLtPrTnPzHsy8+fl8z8AtwHbla9vy8ylnTzZLjFuOc/M32Xm9cDjww1evgebZua15fEXAn9T7j4AuKB8fkHD9omua3OemQ83NN2I4mdNL+janFP8gv6pzHx0sL/neK7doptzvjPwo1bjT0C15rxsd11m3jPE9qszc1X58jr+9H/zRNe1Oe9h3Zzzrvn9fDyL0u0oqv9BK8pt9wPrxJ+WEx4ETBmpo3KK+kjg31v0PRrHl9PUX4veWWLXzTmfA5wVEcuBs4GTRnFsN+uanEfEVOAVwE/bjn5iGs+ctzv+iiHGB5g8+EO//Pr8UfTbzbo5508vSwIOB04ZRb/drJtzPg14fUT8NCL+MyL+fBT9drNuzvktwJvL529pNf4EUnfO2/V2ipnrXtDtOT+w/P38sojw+7zJOOR8LnBERKwAFgHv6VC/ozaeRWkMsW2wwj8U+ExE/Az4A/BEi74+D/woM388Ut+jiO0LwIuA6cA9wDmjOLabdXPO3wW8LzOnAO8DvjqKY7tZV+Q8IjYGvg3MaZo56kXjmfMxjz+K4yeirs55Zn6k/NnydeD4UfTbzbo552sDW1AsBzsBuDQihmo/0XRzzt8GvDsibqS4VOOxUfTbzerOeesAI44AZgBndbLfGnVzzq8ApmbmyyguEbigRfuJoptzfhgwPzO3p1gifFFE1HIj3CEvpu2QFTyz2t+ecko4M68FXg8QEftQ/NWViLgSmAzckJnHlNtOBZ4HvKOdvtuRmf87+Dwivgx8t91ju1zX5hw4Chi8Cc+3gK+M4thuVnvOy7+afRv4emZ+pyNn1d3GM+ftjt+4jKvxffnfiNgmM+8pl+L1yrLGbs55o28A/wacOsr+u1E353wF8J3BZWQR8RSwNXDfKMfoNl2b88z8FbBP2f804K9H2Xe3qjvnI4qIWcBHKK7nfbSTfdeoa3OemQ80vPwy8OlO9V2zrs05xSqAfQdjiYj1KX6eV//7S47fRb1rA3cCO/Kni3pfWu57fvl1PeAq4C+H6eMY4Bpgg6btf80zbwDzsxHimMqzb7qzTcPz9wELxisPVT66POe3AX3l85nAjXXnqxdyXu67EDh3hBj76a0bHY1bzhv2z2XkGwZcX74ngzcj2a/cfhbPvNHRmXXnaw3I+U4Nbd4DXFZ3vtaAnL8TOL18Po1iWVrUnbMez/ng+GtR/Mx/W9356pWcN7RrvgHMKyhuTrNTO+cyUR5dnvPG38//Friu7nytATn/HnB0+XwXimK5lp/n4/0m7EdxN9A7gI80bD+LokhZSrHccLjjnyiPXVw+Tim3B3Beue9mhvmFm+LuVPdQXPy7gvKOVsBF5XE3AQsb/xFM9EcX5/wvgBvLf4g/BV5Vd656IedlXrP8Xh48fvCXmL8t34NHgf8Frqw7VxMg539W5uxhYGX5fNMhjp9BcY3XHcDnKH+AU9y04Crgv8uvW9adqzUg598ut99EsfRru7pztQbkfF3g4nLfzxnml6iJ+OjinP9TGdftwKfogT8CdFHOzyz3PVV+nVtu/wHF/52D/S6sO1drQM4/CSyh+F3xauAldedqDcj5rsBPypwvBvapK0eDP+wkSZIkSapcLReySpIkSZIEFqWSJEmSpBpZlEqSJEmSamNRKkmSJEmqjUWpJEmSJKk2FqWSpJ4TEbdExK0RsTgifhsRc+uOqVMiYm5EZES8uGHb+8ptM8rXG0fElyLijohYEhE/iohXl/sGGo7bpmyzf/VnIklSwaJUktSrZmfmdOAzdQcyDm4GDm14fRBwa8PrrwAPAjtl5kuBo4GtGzuIiE2ARcCnM/OKcY1WkqQRWJRKknrROsCjQ+2IiBMi4vqIuCkiTiu3TY2IWxraHBQR88vn8yPioHYHbmwfEX0R8d3y+R4RcU1E/KL8unO5fVJEnB0RN5cxvaeNYf4VOKA8/oXAQ8B95esXAa8GPpqZTwFk5p2Z+W8NMa4DfAdYmJnz2j03SZLGw9p1ByBJ0jjYBPhD88aI2AfYCdgDCGBhRLwB+E0Hx36q7LvZr4A3ZOYTETEL+ARwIHAssCPwinLflm2M8TCwPCJ2oyhOLwH+odz3UmBxZj45wvFfA/YC2imAJUkaV86USpJ6SkRMAjbJzEeG2L1P+fgF8HPgJRRFKsCLymtQFwNnNR13VrnvqoiY1iKEFcArhti+GfCtckb2MxTFI8As4IuZ+QRAZj7Yov9BCyiW8P4N8C9tHgOwEbAlxZLe80ZxnCRJ48KiVJLUa14I3D7MvgA+mZnTy8eLM/Or5b47BrcDJzQdd0K5/ZvA3Bbjfx54dUTcRHFt56AzgKszczdgf2D9hpiynRNrcgVwJPCbzHy4YfsS4OURMdz/8Y8CB2fmN4DHI+LwMYwtSVLHWJRKknrNwcC1w+y7EnhbRGwMEBHbRcTzR9H3A8C65bHHR8TxzQ0y897MnJmZLwOOadi1GfDb8vnRDdu/D7wzItYu+92y/PrJiPjb4QLJzNXAh4CPN22/A7gBOC0iouxrp4g4oGzyRMMs8vHAxyNis5ZnLknSOPGaUklSz4iId1HMSP4mIv6i3Pw8YFJE/DwzF0bELsC1Zb02ABwBjHT9JcAZETEHWA94R7ntJcBPRhHemcAFEfF+4IcN278CTANuiojHgS8DnwN2BxaO1GFmLhhm1zHAOcCyiFhFUUw3z/6Smcsi4nyK61vfPYpzkSSpYyJzLCuGJEnqPuXnkd6VmfPb2f4cx/ou8HeZ+Vin+mzq/8rM/Kvx6FuSpG7iTKkkSWOQmW8a5/4tSCVJawRnSiVJPaO8LjObPw5luO2SJKl+FqWSJEmSpNp4911JkiRJUm0sSiVJkiRJtbEolSRJkiTVxqJUkiRJklQbi1JJkiRJUm3+P+u33LrbNpMjAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 28228\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 17706\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 4496\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 11423\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 4358\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 11426\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 28335\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 3880\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 25203\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 3553\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 626\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 20001\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 4453\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 31213\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 19166\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 19146\n"
     ]
    },
    {
     "data": {
      "image/png": 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15TL1mA0bNrBs2bK6w5AkSZLUQzpx990YZtmwQ3MRcSxwLMCOO+7IrFmzxrTDrbbaqum2kydPBhhz/91o8uStgXqOaevJk9lss83+vG/vblyNtWvXmuuKmfNqme/qmfPqmfPqmfPqmfPq9VrOO1GUrgF2bXg9A7hzuIaZuRBYCLDzzjvnLbfcMqYdzpo1i2bbrl+/HqBpm4lm3bpXAPUc0yvWrWPryZO55ZZbmDJlCkcccUTlMWyK+vv76evrqzuMTYo5r5b5rp45r545r545r545r16v5bwTReli4PiIWERxg6MHM/OuDvQ7ZkceeWSdu+9ZkyZNYu7cuXWHIUmSJKmHtCxKI+JrQB8wLSLWAKcAWwBk5ueApcCBwGpgHfDWdna82WbVf0XqRL777sb00ZH9AfPmzfPuu5IkSZI6qmVRmplN52pmUe3802h3/IxnPINTTjlltJsBxXB1symkZ5xxBgAnn3zymPrvRlddVfwca842ducDAwMWpJIkSZI6rvrhygosW7bMu8RKkiRJ0gTQk0WpJEmSJGlisCiVJEmSJNXGolSSJEmSVJtOfCVM19lxxx3rDkGSJEmS1IaeLEq/8Y1v1B2CJEmSJKkNTt+VJEmSJNWmJ4vSk046iZNOOqnuMCRJkiRJLfTk9N1rrrmm7hAkSZIkSW3oyZFSSZIkSdLEYFEqSZIkSaqNRakkSZIkqTY9eU3pjBkz6g5BkiRJktSGnixKv/zlL9cdgiRJkiSpDU7flSRJkiTVpieL0gULFrBgwYK6w5AkSZIktdCT03dXrFhRdwiSJEmSpDb05EipJEmSJGlisCiVJEmSJNXGolSSJEmSVJu2itKI2D8iVkXE6og4cZj1z4yIqyLiFxFxQ0Qc2PlQ2zdr1ixmzZpVZwiSJEmSpDa0vNFRREwCzgVeD6wBlkfE4sy8uaHZh4DLMvP8iNgTWArMHId427Jw4cK6di1JkiRJGoV2Rkr3BlZn5q2Z+SiwCJg3pE0C25XPpwB3di5ESZIkSVKvisxs3iDiEGD/zDymfH0UsE9mHt/QZifgu8D2wDbAfpl5/TB9HQscCzB9+vSXLVq0aExBr127lm233XbE9WeddRYA73//+8fUfzdasGA2AOecU/3X3cxesIANGzaw8jOfqXzfm7JW57k6z5xXy3xXz5xXz5xXz5xXz5xXb6LkfN99970+M+e0atfO95TGMMuGVrJHABdm5tkR8Qrgkoh4YWY+/hcbZS4EFgLMmTMn+/r62tj9k/X399Ns21NPPRWgaZuJZurU4mctxzR1KgMDAz2Vz4mg1XmuzjPn1TLf1TPn1TPn1TPn1TPn1eu1nLczfXcNsGvD6xk8eXru24HLADLzGuApwLROBChJkiRJ6l3tFKXLgd0jYreI2BI4HFg8pM3twFyAiHg+RVF6TycDlSRJkiT1npZFaWY+BhwPXAn8iuIuuzdFxOkR8aay2fuAf4yIXwJfA+Znq4tVJUmSJEmbvHauKSUzl1J8zUvjsg83PL8ZeFVnQxu72bNn1x2CJEmSJKkNbRWlE80555xTdwiSJEmSpDa0c02pJEmSJEnjoieL0iOPPJIjjzyy7jAkSZIkSS305PTdNWvW1B2CJEmSJKkNPTlSKkmSJEmaGCxKJUmSJEm1sSiVJEmSJNWmJ68pfcUrXlF3CJIkSZKkNvRkUfrxj3+87hAkSZIkSW1w+q4kSZIkqTY9WZQefPDBHHzwwXWHIUmSJElqoSen79533311hyBJkiRJakNPjpRKkiRJkiYGi1JJkiRJUm0sSiVJkiRJtenJa0rnzp1bdwiSJEmSpDb0ZFF68skn1x2CJEmSJKkNTt+VJEmSJNWmJ4vSAw44gAMOOKDuMCRJkiRJLbRVlEbE/hGxKiJWR8SJI7Q5NCJujoibIuKrnQ1zdB5++GEefvjhOkOQJEmSJLWh5TWlETEJOBd4PbAGWB4RizPz5oY2uwMnAa/KzAci4unjFbAkSZIkqXe0M1K6N7A6M2/NzEeBRcC8IW3+ETg3Mx8AyMzfdzZMSZIkSVIvaqco3QW4o+H1mnJZo1nArIj4SURcGxH7dypASZIkSVLvaucrYWKYZTlMP7sDfcAM4EcR8cLMHPiLjiKOBY4FmD59Ov39/aONF4C1a9c23fb5z38+wJj770YDA7MB6O9fUfm+Zw8MsGHDhp7K50TQ6jxX55nzapnv6pnz6pnz6pnz6pnz6vVaztspStcAuza8ngHcOUybazNzPfC/EbGKokhd3tgoMxcCCwHmzJmTfX19Ywq6v7+fZtuOtd9uNnVq8bOWY5s6lYGBgZ7MazdrdZ6r88x5tcx39cx59cx59cx59cx59Xot5+1M310O7B4Ru0XElsDhwOIhbf4d2BcgIqZRTOe9tZOBSpIkSZJ6T8uiNDMfA44HrgR+BVyWmTdFxOkR8aay2ZXAfRFxM3AVcEJm3jdeQbfS19fXU385kCRJkqRe1c70XTJzKbB0yLIPNzxP4L3lQ5IkSZKktrQzfVeSJEmSpHFhUSpJkiRJqo1FqSRJkiSpNm1dUzrRHHrooXWHIEmSJElqQ08Wpccdd1zdIUiSJEmS2tCT03fXrVvHunXr6g5DkiRJktRCT46UHnjggQD09/fXG4gkSZIkqameHCmVJEmSJE0MFqWSJEmSpNpYlEqSJEmSamNRKkmSJEmqTU/e6Gj+/Pl1hyBJkiRJaoNFqSRJkiSpNj05fffee+/l3nvvrTsMSZIkSVILPTlSesghhwB+T6kkSZIkdbueHCmVJEmSJE0MFqWSJEmSpNpYlEqSJEmSamNRKkmSJEmqTU/e6Ohd73pX3SFIkiRJktrQ1khpROwfEasiYnVEnNik3SERkRExp3Mhjt5hhx3GYYcdVmcIkiRJkqQ2tCxKI2IScC5wALAncERE7DlMu6cC/wz8tNNBjtYdd9zBHXfcUXcYkiRJkqQW2hkp3RtYnZm3ZuajwCJg3jDtzgDOBP7UwfjG5KijjuKoo46qOwxJkiRJUgvtFKW7AI3DjmvKZX8WES8Bds3M73QwNkmSJElSj2vnRkcxzLL888qIzYBPAfNbdhRxLHAswPTp0+nv728ryKHWrl3bdNuBgQGAMfffjQYGZgPQ37+i8n3PHhhgw4YNPZXPiaDVea7OM+fVMt/VM+fVM+fVM+fVM+fV67Wct1OUrgF2bXg9A7iz4fVTgRcC/REB8AxgcUS8KTOva+woMxcCCwHmzJmTfX19Ywq6v7+fZttOnToVoGmbiaY8pHqOaepUBgYGeiqfE0Gr81ydZ86rZb6rZ86rZ86rZ86rZ86r12s5b2f67nJg94jYLSK2BA4HFg+uzMwHM3NaZs7MzJnAtcCTClJJkiRJkoZqOVKamY9FxPHAlcAk4IuZeVNEnA5cl5mLm/dQvfe97311hyBJkiRJakM703fJzKXA0iHLPjxC276ND2vjHHTQQXWHIEmSJElqQzvTdyecVatWsWrVqrrDkCRJkiS10NZI6UTzjne8A+itu+9KkiRJUi/qyZFSSZIkSdLEYFEqSZIkSaqNRakkSZIkqTYWpZIkSZKk2vTkjY4+9KEP1R2CJEmSJKkNPVmU7rfffnWHIEmSJElqQ09O312xYgUrVqyoOwxJkiRJUgs9OVK6YMECwO8plSRJkqRu15MjpZIkSZKkicGiVJIkSZJUG4tSSZIkSVJtLEolSZIkSbXpyRsdfexjH6s7BEmSJElSG3qyKH3lK19ZdwiSJEmSpDb05PTdq6++mquvvrruMCRJkiRJLfTkSOkHPvABwO8plSRJkqRu15MjpZIkSZKkicGiVJIkSZJUm7aK0ojYPyJWRcTqiDhxmPXvjYibI+KGiFgWEc/qfKiSJEmSpF7TsiiNiEnAucABwJ7AERGx55BmvwDmZOaLgMuBMzsdqCRJkiSp97Rzo6O9gdWZeStARCwC5gE3DzbIzKsa2l8LHNnJIEfrnHPOqXP3kiRJkqQ2RWY2bxBxCLB/Zh5Tvj4K2Cczjx+h/WeBuzPzI8OsOxY4FmD69OkvW7Ro0ZiCXrt2Ldtuu+2Ytp2oFiyYDcA556yofN+zFyxgw4YNrPzMZyrf96ZsUzzP62bOq2W+q2fOq2fOq2fOq2fOqzdRcr7vvvten5lzWrVrZ6Q0hlk2bCUbEUcCc4DXDbc+MxcCCwHmzJmTfX19bez+yfr7+2m27fe//30A9ttvvzH1342mTi1+jjVnG7vzgYGBeva9CWt1nqvzzHm1zHf1zHn1zHn1zHn1zHn1ei3n7RSla4BdG17PAO4c2igi9gM+CLwuMx/pTHhj85GPFIO0vVSUSpIkSVIvaufuu8uB3SNit4jYEjgcWNzYICJeAnweeFNm/r7zYUqSJEmSelHLojQzHwOOB64EfgVclpk3RcTpEfGmstkngW2Br0fEiohYPEJ3kiRJkiT9WTvTd8nMpcDSIcs+3PDcebKSJEmSpFFrZ/quJEmSJEnjoq2R0onm85//fN0hSJIkSZLa0JNF6R577FF3CJIkSZKkNvTk9N0lS5awZMmSusOQJEmSJLXQkyOlZ599NgAHHXRQzZFIkiRJkprpyZFSSZIkSdLEYFEqSZIkSaqNRakkSZIkqTYWpZIkSZKk2vTkjY4uueSSukOQJEmSJLWhJ4vSXXfdte4QJEmSJElt6Mnpu5deeimXXnpp3WFIkiRJklroyZHS888/H4DDDjus5kgkSZIkSc305EipJEmSJGlisCiVJEmSJNXGolSSJEmSVBuLUkmSJElSbXryRkeXX3553SFIkiRJktrQk0XptGnT6g5BkiRJktSGtqbvRsT+EbEqIlZHxInDrN8qIi4t1/80ImZ2OtDRuPDCC7nwwgvrDEGSJEmS1IaWI6URMQk4F3g9sAZYHhGLM/PmhmZvBx7IzOdGxOHAJ4DaviR0sCCdP39+XSH0lLUPPcSj69dz2mmnbVQ/EUFmjnm7wZ9Tpkxh7ty57LXXXhsVjyRJkqT6tTNSujewOjNvzcxHgUXAvCFt5gEXlc8vB+ZGRHQuTNVl5cqV3HfffWMqJocaax+D2w3+fPDBB1myZAkrV67c6JgkSZIk1audonQX4I6G12vKZcO2yczHgAeBHTsRoOq1bNky8vHH6w7jSdavX8+yZcvqDkOSJEnSRmrnRkfDjXgOHfJqpw0RcSxwLMD06dPp7+9vY/dPtnbt2qbbDgwMAIy5/240MDAbgP7+FZXud/r06Ww9eTKbbbYZs2bNqnTf7eil93ioVue5Os+cV8t8V8+cV8+cV8+cV8+cV6/Xct5OUboG2LXh9QzgzhHarImIzYEpwP1DO8rMhcBCgDlz5mRfX98YQi4KkWbbTp06FaBpm4mmPKTKj+mcc87h4XXr2HryZG655ZZK993KlClTOOKII+oOY9y0Os/Veea8Wua7eua8eua8eua8eua8er2W83am7y4Hdo+I3SJiS+BwYPGQNouBo8vnhwA/yE5chDhGS5cuZenSpXXtvqfMnTuX2KytmzRXaosttmDu3Ll1hyFJkiRpI7UcKc3MxyLieOBKYBLwxcy8KSJOB67LzMXABcAlEbGaYoT08PEMupXJkyfXufuestdee7F2xx1Zt27dRvfl3XclSZIkDdXO9F0ycymwdMiyDzc8/xPw5s6GNnbnnXceAMcdd1zNkfSGbbfZhsfWr+eUU06pOxRJkiRJPab75mV2wGWXXcZll11WdxiSJEmSpBZ6siiVJEmSJE0MFqWSJEmSpNpYlEqSJEmSamNRKkmSJEmqTdT1daIRcQ/wmzFuPg24t4PhqDVzXj1zXj1zXi3zXT1zXj1zXj1zXj1zXr2JkvNnZebTWjWqrSjdGBFxXWbOqTuOTYk5r545r545r5b5rp45r545r545r545r16v5dzpu5IkSZKk2liUSpIkSZJqM1GL0oV1B7AJMufVM+fVM+fVMt/VM+fVM+fVM+fVM+fV66mcT8hrSiVJkiRJvWGijpRKkiRJknrAuBalEbF/RKyKiNURcWLD8r+OiJ9HxI0RcVFEbD7C9l8pt78xIr4YEVuUyyMiPl32e0NEvHSE7b8YEb+PiBuHLD81In4bESvKx4GdPO46dXHOZ0fEtWW+r4uEQn69AAAKXUlEQVSIvTt53HWqM+cRsWtEXBURv4qImyLiXxrWvblc9nhE9Mzd2WBcc/68iLgmIh6JiPc32f/LImJluf9PR0SUy3eIiO9FxP+UP7fv9LHXpYtzfkb572NFRHw3Inbu9LHXpVtzXq57d9n3TRFxZiePu07dmvOIeHG5/cqIWBIR23X62OvSBTn/aETcERFrhyx/b0TcXP5+WRYRz+rUMdeti3M+PyLuiSc+nx/TqWOuWxfn/JlRfI78RXmu11cTZea4PIBJwK+BZwNbAr8E9qQohO8AZpXtTgfePkIfBwJRPr4GvKth+RXl8pcDPx1h+9cCLwVuHLL8VOD943XsdT26POffBQ5o6Ku/7nz1Qs6BnYCXls+fCtwC7Fm+fj6wB9APzKk7VxMk508H/gr4aLPfEcDPgFeU21/RcG6fCZxYPj8R+ETd+doEcr5dQ5t/Bj5Xd742gZzvC3wf2Gqwv7rztQnkfDnwuvL524Az6s5XD+X85RT/l64dsnxfYHL5/F3ApXXnaxPI+Xzgs3XnaBPL+cKGvvYEbqsrT+M5Uro3sDozb83MR4FFwDxgR+CRzLylbPc94ODhOsjMpVmi+EU9o1w1D7i4XHUtMDUidhpm+x8C93f0qLpbN+c8gcG/7E4B7hzTEXafWnOemXdl5s/L538EfgXsUr7+VWau6uTBdolxy3lm/j4zlwPrR9p5+R5sl5nXlNtfDPxduXoecFH5/KKG5RNd1+Y8M//Q0HQbit81vaBrc07xAf1fM/ORwf428li7RTfnfA/gh632PwHVmvOy3bWZedcwy6/KzHXly2t54v/mia5rc97DujnnXfP5fDyL0l0oqv9Ba8pl9wJbxBPTCQ8Bdm3WUTlEfRTwny36Ho3jy2HqL0bvTLHr5pwvAD4ZEXcAZwEnjWLbbtY1OY+ImcBLgJ+2Hf3ENJ45b3f/a4bZP8D0wV/65c+nj6LfbtbNOf/ztCTgLcCHR9FvN+vmnM8CXhMRP42I/4qIvxpFv92sm3N+I/Cm8vmbW+1/Aqk75+16O8XIdS/o9pwfXH4+vzwiPM+HGIecnwocGRFrgKXAuzvU76iNZ1EawywbrPAPBz4VET8D/gg81qKv84AfZuaPmvU9itjOB54DzAbuAs4exbbdrJtz/i7gPZm5K/Ae4IJRbNvNuiLnEbEt8A1gwZCRo140njkf8/5Hsf1E1NU5z8wPlr9bvgIcP4p+u1k353xzYHuK6WAnAJdFxHDtJ5puzvnbgH+KiOspLtV4dBT9drO6c946wIgjgTnAJzvZb426OedLgJmZ+SKKSwQuatF+oujmnB8BXJiZMyimCF8SEbXcCHfYi2k7ZA1/We3PoBwSzsxrgNcARMQbKP7qSkRcCUwHrsvMY8plpwBPA97RTt/tyMzfDT6PiC8A32l32y7XtTkHjgYGb8LzdeDfRrFtN6s95+Vfzb4BfCUzv9mRo+pu45nzdvffOI2r8X35XUTslJl3lVPxemVaYzfnvNFXgf8AThll/92om3O+Bvjm4DSyiHgcmAbcM8p9dJuuzXlm/jfwhrL/WcDfjLLvblV3zpuKiP2AD1Jcz/tIJ/uuUdfmPDPva3j5BeATneq7Zl2bc4pZAPsPxhIRT6H4fV7955ccv4t6NwduBXbjiYt6X1Cue3r5cytgGfDXI/RxDHA1sPWQ5X/DX94A5mdN4pjJk2+6s1PD8/cAi8YrD1U+ujznvwL6yudzgevrzlcv5LxcdzFwTpMY++mtGx2NW84b1p9K8xsGLC/fk8GbkRxYLv8kf3mjozPrztcmkPPdG9q8G7i87nxtAjl/J3B6+XwWxbS0qDtnPZ7zwf1vRvE7/21156tXct7QbugNYF5CcXOa3ds5lony6PKcN34+/3vg2rrztQnk/Apgfvn8+RTFci2/z8f7TTiQ4m6gvwY+2LD8kxRFyiqK6YYjbf9Yue2K8vHhcnkA55brVjLCB26Ku1PdRXHx7xrKO1oBl5Tb3QAsbvxHMNEfXZzzVwPXl/8Qfwq8rO5c9ULOy7xmeS4Pbj/4Iebvy/fgEeB3wJV152oC5PwZZc7+AAyUz7cbZvs5FNd4/Rr4LOUvcIqbFiwD/qf8uUPdudoEcv6NcvkNFFO/dqk7V5tAzrcEvlyu+zkjfIiaiI8uzvm/lHHdAvwrPfBHgC7K+ZnlusfLn6eWy79P8X/nYL+L687VJpDzjwM3UXxWvAp4Xt252gRyvifwkzLnK4A31JWjwV92kiRJkiRVrpYLWSVJkiRJAotSSZIkSVKNLEolSZIkSbWxKJUkSZIk1caiVJIkSZJUG4tSSVLPiYgbI+LmiFgREb+NiFPrjqlTIuLUiMiIeG7DsveUy+aUr7eNiM9HxK8j4qaI+GFE7FOuW9uw3U5lm4OqPxJJkgoWpZKkXnVAZs4GPlV3IONgJXB4w+tDgJsbXv8bcD+we2a+AJgPTGvsICKeCiwFPpGZS8Y1WkmSmrAolST1oi2AR4ZbEREnRMTyiLghIk4rl82MiBsb2hwSEReWzy+MiEPa3XFj+4joi4jvlM/3joirI+IX5c89yuWTIuKsiFhZxvTuNnbz78C8cvtnAw8C95SvnwPsA3woMx8HyMxbM/M/GmLcAvgmsDgzF7Z7bJIkjYfN6w5AkqRx8FTgj0MXRsQbgN2BvYEAFkfEa4HbO7jvx8u+h/pv4LWZ+VhE7Ad8DDgYOBbYDXhJuW6HNvbxB+COiHghRXF6KfDWct0LgBWZuaHJ9l8EXge0UwBLkjSuHCmVJPWUiJgEPDUzHxpm9RvKxy+AnwPPoyhSAZ5TXoO6AvjkkO0+Wa5bFhGzWoSwBnjJMMunAF8vR2Q/RVE8AuwHfC4zHwPIzPtb9D9oEcUU3r8DvtXmNgDbADtQTOk9dxTbSZI0LixKJUm95tnALSOsC+DjmTm7fDw3My8o1/16cDlwwpDtTiiXfw04tcX+zwP2iYgbKK7tHHQGcFVmvhA4CHhKQ0zZzoENsQQ4Crg9M//QsPwm4MURMdL/8Y8Ah2bmV4H1EfGWMexbkqSOsSiVJPWaQ4FrRlh3JfC2iNgWICJ2iYinj6Lv+4Aty22Pj4jjhzbIzLszc25mvgg4pmHVFOC35fP5Dcu/C7wzIjYv+92h/PnxiPj7kQLJzIeB/wN8dMjyXwPXAadFRJR97R4R88omjzWMIh8PfDQiprQ8ckmSxonXlEqSekZEvItiRPL2iHh1ufhpwKSI+HlmLo6I5wPXlPXaWuBIoNn1lwBnRMQCYCvgHeWy5wE/GUV4ZwIXRcR7gR80LP83YBZwQ0SsB74AfBbYC1jcrMPMXDTCqmOAs4HVEbGOopgeOvpLZq6OiC9RXN/6T6M4FkmSOiYyxzJjSJKk7lN+H+ltmXlhO8s3cl/fAf6vzHy0U30O6f/KzHzjePQtSVI3caRUkqQxyMy/Hef+LUglSZsER0olST2jvC4zh34dykjLJUlS/SxKJUmSJEm18e67kiRJkqTaWJRKkiRJkmpjUSpJkiRJqo1FqSRJkiSpNhalkiRJkqTa/P9njdGcBR+d/AAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 13251\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 3888\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 462\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 25003\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 3782\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 26538\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 4383\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 4854\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 26966\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 13910\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 30569\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 11992\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 4204\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 4123\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 1316\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 17781\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 20223\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 20955\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 28036\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 27016\n"
     ]
    },
    {
     "data": {
      "image/png": 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zvtc9+yyPPvIIS5cu3dCwJEmSJG3k2nFN6W7AisrrleUy9bDMZNGiRXWHIUmSJGmca8fdd2OQZYMOtUXEycDJADvttBPTpk0b1Q633HLLYbfdaqutAEbdfzfaaqsXAvUdUzXnLyzzO2nSJO90PIbWrFljfjvMnHeW+e48c9555rzzzHnnmfPO67Wct6MoXQlMqbyeDDwwWMPMnAvMBdh1113znnvuGdUOp02bxnDbPv300wDDthlv1q49AKjvmKo5P2DtWgAeeughjjvuuFri2Rj09/fT19dXdxgbFXPeWea788x555nzzjPnnWfOO6/Xct6OonQBcGpEzKe4wdHqzHywDf2O2vHHH1/n7jcKEcHMmTPrDkOSJEnSONe0KI2IrwJ9wMSIWAmcBWwOkJmXAQuBw4DlwFrgnWMV7IbeQXYs99fu/rp535tsuik77rgjL95333aFJ0mSJGkj1bQozcxh52dmUb38zUh3vOuuu3LWWWeNdDOgGK4ebtroueeeC8CZZ545qv670Y03Fv+ONmcbar2cDwQjSZIkSRuoHXff7TqLFi3yzrCSJEmSNA70ZFEqSZIkSRofLEolSZIkSbWxKJUkSZIk1aYdXwnTdXbaaae6Q5AkSZIktaAni9Lrrruu7hAkSZIkSS1w+q4kSZIkqTY9WZSefvrpnH766XWHIUmSJElqoien795yyy11hyBJkiRJakFPjpRKkiRJksYHi1JJkiRJUm0sSiVJkiRJtenJa0onT55cdwiSJEmSpBb0ZFF61VVX1R2CJEmSJKkFTt+VJEmSJNWmJ4vS2bNnM3v27LrDkCRJkiQ10ZPTd5csWVJ3CJIkSZKkFvTkSKkkSZIkaXywKJUkSZIk1caiVJIkSZJUm5aK0og4JCKWRcTyiDhtkPW7R8SNEfHjiLgjIg5rf6itmzZtGtOmTaszBEmSJElSC5re6CgiNgUuBt4CrAQWR8SCzLy70uxjwDWZeWlE7AMsBKaOQbwtmTt3bl27liRJkiSNQCsjpfsByzPz3sx8CpgPHNHQJoHtyufbAw+0L0RJkiRJUq+KzBy+QcRRwCGZeVL5+gRg/8w8tdJmF+CbwA7A1sBBmXn7IH2dDJwMMGnSpNfNnz9/VEGvWbOGbbbZZsj1F1xwAQAf+tCHRtV/N5o9ezoAF11Uz9fdVHM+vfwO2CUXXVRLLBuLZue52s+cd5b57jxz3nnmvPPMeeeZ884bLzk/8MADb8/MGc3atfI9pTHIssZK9jhgXmZeGBEHAFdGxCszc916G2XOBeYCzJgxI/v6+lrY/fP19/cz3LZz5swBGLbNeDNhQvFvXce0Xs7LYHopv92o2Xmu9jPnnWW+O8+cd5457zxz3nnmvPN6LeetTN9dCUypvJ7M86fnvhu4BiAzbwFeAExsR4CSJEmSpN7VSlG6GNgzIvaIiC2AY4EFDW3uB2YCRMTeFEXpw+0MVJIkSZLUe5oWpZn5DHAqcAPwU4q77N4VEedExNvKZh8E/joifgJ8FZiVzS5WlSRJkiRt9Fq5ppTMXEjxNS/VZWdWnt8NvL69oY3e9OnT6w5BkiRJktSClorS8eYi7worSZIkSeNCK9eUSpIkSZI0JnqyKD3++OM5/vjj6w5DkiRJktRET07fXblyZd0hSJIkSZJa0JMjpZIkSZKk8cGiVJIkSZJUG4tSSZIkSVJtevKa0gMOOKDuECRJkiRJLejJovSTn/xk3SFIkiRJklrg9F1JkiRJUm16sig98sgjOfLII+sOQ5IkSZLURE9O33300UfrDkGSJEmS1IKeHCmVJEmSJI0PFqWSJEmSpNpYlEqSJEmSatOT15TOnDmz7hAkSZIkSS3oyaL0jDPOqDsESZIkSVILnL4rSZIkSapNTxalhx56KIceemjdYUiSJEmSmmipKI2IQyJiWUQsj4jThmhzdETcHRF3RcRX2hvmyDzxxBM88cQTdYYgSZIkSWpB02tKI2JT4GLgLcBKYHFELMjMuytt9gROB16fmb+JiBeNVcCSJEmSpN7RykjpfsDyzLw3M58C5gNHNLT5a+DizPwNQGb+ur1hSpIkSZJ6UStF6W7AisrrleWyqmnAtIj4fkTcGhGHtCtASZIkSVLvauUrYWKQZTlIP3sCfcBk4LsR8crMXLVeRxEnAycDTJo0if7+/pHGC8CaNWuG3XbvvfcGGHX/3WjVqukA9PcvqWX/1ZxPX1W8rUt6KL/dqNl5rvYz551lvjvPnHeeOe88c9555rzzei3nrRSlK4EpldeTgQcGaXNrZj4N/HdELKMoUhdXG2XmXGAuwIwZM7Kvr29UQff39zPctqPtt5tNmFD8W9exrZfzMphezHM3aXaeq/3MeWeZ784z551nzjvPnHeeOe+8Xst5K9N3FwN7RsQeEbEFcCywoKHN14ADASJiIsV03nvbGagkSZIkqfc0LUoz8xngVOAG4KfANZl5V0ScExFvK5vdADwaEXcDNwIfzsxHxyroZvr6+nrqLweSJEmS1Ktamb5LZi4EFjYsO7PyPIEPlA9JkiRJklrSyvRdSZIkSZLGhEWpJEmSJKk2FqWSJEmSpNq0dE3peHP00UfXHYIkSZIkqQU9WZSecsopdYcgSZIkSWpBT07fXbt2LWvXrq07DEmSJElSEz05UnrYYYcB0N/fX28gkiRJkqRh9eRIqSRJkiRpfLAolSRJkiTVxqJUkiRJklQbi1JJkiRJUm168kZHs2bNqjsESZIkSVILLEolSZIkSbXpyem7jzzyCI888kjdYUiSJEmSmujJkdKjjjoK8HtKJUmSJKnb9eRIqSRJkiRpfLAolSRJkiTVxqJUkiRJklQbi1JJkiRJUm168kZH73vf++oOQZIkSZLUgpZGSiPikIhYFhHLI+K0YdodFREZETPaF+LIHXPMMRxzzDF1hiBJkiRJakHTojQiNgUuBg4F9gGOi4h9Bmm3LfB3wA/aHeRIrVixghUrVtQdhiRJkiSpiVZGSvcDlmfmvZn5FDAfOGKQducC5wP/08b4RuWEE07ghBNOqDsMSZIkSVITrRSluwHVYceV5bLfi4jXAFMy8+ttjE2SJEmS1ONaudFRDLIsf78yYhPgM8Csph1FnAycDDBp0iT6+/tbCrLRmjVrht121apVAKPuvxutWjUdgP7+JbXsv5rz6WV+l/RQfrtRs/Nc7WfOO8t8d5457zxz3nnmvPPMeef1Ws5bKUpXAlMqrycDD1Rebwu8EuiPCIA/ABZExNsy87ZqR5k5F5gLMGPGjOzr6xtV0P39/Qy37YQJEwCGbTPelIdU2zGtl/MezG83anaeq/3MeWeZ784z551nzjvPnHeeOe+8Xst5K9N3FwN7RsQeEbEFcCywYGBlZq7OzImZOTUzpwK3As8rSCVJkiRJatR0pDQzn4mIU4EbgE2BL2bmXRFxDnBbZi4YvofO++AHP1h3CJIkSZKkFrQyfZfMXAgsbFh25hBt+zY8rA1z+OGH1x2CJEmSJKkFrUzfHXeWLVvGsmXL6g5DkiRJktRESyOl48173vMeoLfuvitJkiRJvagnR0olSZIkSeODRakkSZIkqTYWpZIkSZKk2liUSpIkSZJq05M3OvrYxz5WdwiSJEmSpBb0ZFF60EEH1R2CJEmSJKkFPTl9d8mSJSxZsqTuMCRJkiRJTfTkSOns2bMBv6dUkiRJkrpdT46USpIkSZLGB4tSSZIkSVJtLEolSZIkSbWxKJUkSZIk1aYnb3T0iU98ou4QJEmSJEkt6Mmi9I//+I/rDkGSJEmS1IKenL578803c/PNN9cdhiRJkiSpiZ4cKf3IRz4C+D2lkiRJktTtenKkVJIkSZI0PliUSpIkSZJq01JRGhGHRMSyiFgeEacNsv4DEXF3RNwREYsi4sXtD1WSJEmS1GuaFqURsSlwMXAosA9wXETs09Dsx8CMzHwVcC1wfrsDlSRJkiT1nlZudLQfsDwz7wWIiPnAEcDdAw0y88ZK+1uB49sZ5EhddNFFde5ekiRJktSiyMzhG0QcBRySmSeVr08A9s/MU4do/1ngV5l53iDrTgZOBpg0adLr5s+fP6qg16xZwzbbbDOqbcer2bOnA3DRRUtq2X8159NnzwZgicX/mNoYz/O6mfPOMt+dZ847z5x3njnvPHPeeeMl5wceeODtmTmjWbtWRkpjkGWDVrIRcTwwA3jzYOszcy4wF2DGjBnZ19fXwu6fr7+/n+G2/fa3vw3AQQcdNKr+u9GECcW/o83Zhlov52UwdcWysWh2nqv9zHlnme/OM+edZ847z5x3njnvvF7LeStF6UpgSuX1ZOCBxkYRcRDwUeDNmflke8IbnfPOKwZpe6kolSRJkqRe1MrddxcDe0bEHhGxBXAssKDaICJeA3wOeFtm/rr9YUqSJEmSelHTojQznwFOBW4Afgpck5l3RcQ5EfG2stmngW2Af46IJRGxYIjuJEmSJEn6vVam75KZC4GFDcvOrDx3nqwkSZIkacRamb4rSZIkSdKYaGmkdLz53Oc+V3cIkiRJkqQW9GRRutdee9UdgiRJkiSpBT05fff666/n+uuvrzsMSZIkSVITPTlSeuGFFwJw+OGH1xyJJEmSJGk4PTlSKkmSJEkaHyxKJUmSJEm1sSiVJEmSJNXGolSSJEmSVJuevNHRlVdeWXcIkiRJkqQW9GRROmXKlLpDkCRJkiS1oCen71599dVcffXVdYchSZIkSWqiJ0dKL730UgCOOeaYmiORJEmSJA2nJ0dKJUmSJEnjg0WpJEmSJKk2FqWSJEmSpNpYlEqSJEmSatOTNzq69tpr6w5BkiRJktSCnixKJ06cWHcIkiRJkqQWtDR9NyIOiYhlEbE8Ik4bZP2WEXF1uf4HETG13YGOxLx585g3b16dIUiSJEmSWtB0pDQiNgUuBt4CrAQWR8SCzLy70uzdwG8y82URcSzwKaC2LwkdKEhnzZpVVwg9a+nSpWy/YgXrnn2Wy88+u6VtIoLM3KD9DvSx/fbbM3PmTPbdd98N6k+SJElSd2hlpHQ/YHlm3puZTwHzgSMa2hwBXF4+vxaYGRHRvjDVDZYuXcrXvvY11j377Ii229CCtNrH6tWruf7661m6dOkG9ylJkiSpfq0UpbsBKyqvV5bLBm2Tmc8Aq4Gd2hGguseiRYtYt25d3WHw9NNPs2jRorrDkCRJktQGrdzoaLARz8ahr1baEBEnAycDTJo0if7+/hZ2/3xr1qwZdttVq1YBjLr/brRq1XQA+vuX1LL/NWvWMGnSJCZNmsQLt9oKgGnTptUSy4Been8H0+w8V/uZ884y351nzjvPnHeeOe88c955vZbzVorSlcCUyuvJwANDtFkZEZsB2wOPNXaUmXOBuQAzZszIvr6+UYRcFCPDbTthwgSAYduMN+Uh1XZM/f39LF++nNWrV3PA2rUA3HPPPbXEArD99ttz3HHH1bb/Tmh2nqv9zHlnme/OM+edZ847z5x3njnvvF7LeSvTdxcDe0bEHhGxBXAssKChzQLgxPL5UcB/ZjsuJBylhQsXsnDhwrp237NmzpzJJpu0dMPmMbX55pszc+bMusOQJEmS1AZNR0oz85mIOBW4AdgU+GJm3hUR5wC3ZeYC4AvAlRGxnGKE9NixDLqZrcrppWqvgTvebjJv3ohuduTddyVJkiQNpZXpu2TmQmBhw7IzK8//B/iL9oY2epdccgkAp5xySs2R9J59990XphSzuc8666yao5EkSZI03tU/F3MMXHPNNVxzzTV1hyFJkiRJaqIni1JJkiRJ0vhgUSpJkiRJqo1FqSRJkiSpNhalkiRJkqTaRF1fJxoRDwO/GOXmE4FH2hiOmjPnnWfOO8+cd5b57jxz3nnmvPPMeeeZ884bLzl/cWbu3KxRbUXphoiI2zJzRt1xbEzMeeeZ884z551lvjvPnHeeOe88c9555rzzei3nTt+VJEmSJNXGolSSJEmSVJvxWpTOrTuAjZA57zxz3nnmvLPMd+eZ884z551nzjvPnHdeT+V8XF5TKkmSJEnqDeN1pFSSJEmS1APGtCiNiEMiYllELI+I0yrL/yQifhQRd0bE5RGx2RDbf7nc/s6I+GJEbF4uj4j4x7LfOyLitUO8hdn+AAAKeklEQVRs/8WI+HVE3NmwfE5E/DIilpSPw9p53HXq4pxPj4hby3zfFhH7tfO461RnziNiSkTcGBE/jYi7IuLvK+v+oly2LiJ65u5sMKY5f3lE3BIRT0bEh4bZ/+siYmm5/3+MiCiX7xgR34qI/yr/3aHdx16XLs75ueXPx5KI+GZE7NruY69Lt+a8XPe3Zd93RcT57TzuOnVrziPi1eX2SyPi+ojYrt3HXpcuyPnHI2JFRKxpWP6BiLi7/P2yKCJe3K5jrlsX53xWRDwcz30+P6ldx1y3Ls757lF8jvxxea7XVxNl5pg8gE2BnwMvAbYAfgLsQ1EIrwCmle3OAd49RB+HAVE+vgq8r7L8G+XyPwJ+MMT2bwJeC9zZsHwO8KGxOva6Hl2e828Ch1b66q87X72Qc2AX4LXl822Be4B9ytd7A3sB/cCMunM1TnL+IuAPgY8P9zsC+CFwQLn9Nyrn9vnAaeXz04BP1Z2vjSDn21Xa/B1wWd352ghyfiDwbWDLgf7qztdGkPPFwJvL5+8Czq07Xz2U8z+i+L90TcPyA4GtyufvA66uO18bQc5nAZ+tO0cbWc7nVvraB7ivrjyN5UjpfsDyzLw3M58C5gNHADsBT2bmPWW7bwFHDtZBZi7MEsUv6snlqiOAK8pVtwITImKXQba/CXisrUfV3bo55wkM/GV3e+CBUR1h96k155n5YGb+qHz+O+CnwG7l659m5rJ2HmyXGLOcZ+avM3Mx8PRQOy/fg+0y85Zy+yuAPy9XHwFcXj6/vLJ8vOvanGfmbytNt6b4XdMLujbnFB/Q/yEznxzobwOPtVt0c873Am5qtv9xqNacl+1uzcwHB1l+Y2auLV/eynP/N493XZvzHtbNOe+az+djWZTuRlH9D1hZLnsE2Dyem054FDBluI7KIeoTgP9o0vdInFoOU38xemeKXTfnfDbw6YhYAVwAnD6CbbtZ1+Q8IqYCrwF+0HL049NY5rzV/a8cZP8AkwZ+6Zf/vmgE/Xazbs7576clAe8AzhxBv92sm3M+DXhjRPwgIr4TEX84gn67WTfn/E7gbeXzv2i2/3Gk7py36t0UI9e9oNtzfmT5+fzaiPA8bzAGOZ8DHB8RK4GFwN+2qd8RG8uiNAZZNlDhHwt8JiJ+CPwOeKZJX5cAN2Xmd4frewSxXQq8FJgOPAhcOIJtu1k35/x9wPszcwrwfuALI9i2m3VFziNiG+A6YHbDyFEvGsucj3r/I9h+POrqnGfmR8vfLV8GTh1Bv92sm3O+GbADxXSwDwPXRMRg7cebbs75u4C/iYjbKS7VeGoE/XazunPePMCI44EZwKfb2W+Nujnn1wNTM/NVFJcIXN6k/XjRzTk/DpiXmZMppghfGRG13Ah30Itp22Ql61f7kymHhDPzFuCNABFxMMVfXYmIG4BJwG2ZeVK57CxgZ+A9rfTdisx8aOB5RHwe+Hqr23a5rs05cCIwcBOefwb+aQTbdrPac17+1ew64MuZ+S9tOaruNpY5b3X/1Wlc1ffloYjYJTMfLKfi9cq0xm7OedVXgH8Hzhph/92om3O+EviXgWlkEbEOmAg8PMJ9dJuuzXlm/gw4uOx/GvCnI+y7W9Wd82FFxEHARymu532ynX3XqGtznpmPVl5+HvhUu/quWdfmnGIWwCEDsUTECyh+n3f+80uO3UW9mwH3Anvw3EW9ryjXvaj8d0tgEfAnQ/RxEnAz8MKG5X/K+jeA+eEwcUzl+Tfd2aXy/P3A/LHKQycfXZ7znwJ95fOZwO1156sXcl6uuwK4aJgY++mtGx2NWc4r6+cw/A0DFpfvycDNSA4rl3+a9W90dH7d+doIcr5npc3fAtfWna+NIOfvBc4pn0+jmJYWdeesx3M+sP9NKH7nv6vufPVKzivtGm8A8xqKm9Ps2cqxjJdHl+e8+vn87cCtdedrI8j5N4BZ5fO9KYrlWn6fj/WbcBjF3UB/Dny0svzTFEXKMorphkNt/0y57ZLycWa5PICLy3VLGeIDN8XdqR6kuPh3JeUdrYAry+3uABZUfwjG+6OLc/4G4PbyB/EHwOvqzlUv5LzMa5bn8sD2Ax9i3l6+B08CDwE31J2rcZDzPyhz9ltgVfl8u0G2n0FxjdfPgc9S/gKnuGnBIuC/yn93rDtXG0HOryuX30Ex9Wu3unO1EeR8C+Cqct2PGOJD1Hh8dHHO/76M6x7gH+iBPwJ0Uc7PL9etK/+dUy7/NsX/nQP9Lqg7VxtBzj8J3EXxWfFG4OV152ojyPk+wPfLnC8BDq4rRwO/7CRJkiRJ6rhaLmSVJEmSJAksSiVJkiRJNbIolSRJkiTVxqJUkiRJklQbi1JJkiRJUm0sSiVJPSci7oyIuyNiSUT8MiLm1B1Tu0TEnIjIiHhZZdn7y2UzytfbRMTnIuLnEXFXRNwUEfuX69ZUttulbHN4549EkqSCRakkqVcdmpnTgc/UHcgYWAocW3l9FHB35fU/AY8Be2bmK4BZwMRqBxGxLbAQ+FRmXj+m0UqSNAyLUklSL9oceHKwFRHx4YhYHBF3RMTZ5bKpEXFnpc1RETGvfD4vIo5qdcfV9hHRFxFfL5/vFxE3R8SPy3/3KpdvGhEXRMTSMqa/bWE3XwOOKLd/CbAaeLh8/VJgf+BjmbkOIDPvzcx/r8S4OfAvwILMnNvqsUmSNBY2qzsASZLGwLbA7xoXRsTBwJ7AfkAACyLiTcD9bdz3urLvRj8D3pSZz0TEQcAngCOBk4E9gNeU63ZsYR+/BVZExCspitOrgXeW614BLMnMZ4fZ/ovAm4FWCmBJksaUI6WSpJ4SEZsC22bm44OsPrh8/Bj4EfByiiIV4KXlNahLgE83bPfpct2iiJjWJISVwGsGWb498M/liOxnKIpHgIOAyzLzGYDMfKxJ/wPmU0zh/XPgX1vcBmBrYEeKKb0Xj2A7SZLGhEWpJKnXvAS4Z4h1AXwyM6eXj5dl5hfKdT8fWA58uGG7D5fLvwrMabL/S4D9I+IOims7B5wL3JiZrwQOB15QiSlbObAG1wMnAPdn5m8ry+8CXh0RQ/0f/yRwdGZ+BXg6It4xin1LktQ2FqWSpF5zNHDLEOtuAN4VEdsARMRuEfGiEfT9KLBFue2pEXFqY4PM/FVmzszMVwEnVVZtD/yyfD6rsvybwHsjYrOy3x3Lfz8ZEW8fKpDMfAL4P8DHG5b/HLgNODsiouxrz4g4omzyTGUU+VTg4xGxfdMjlyRpjHhNqSSpZ0TE+yhGJO+PiDeUi3cGNo2IH2XmgojYG7ilrNfWAMcDw11/CXBuRMwGtgTeUy57OfD9EYR3PnB5RHwA+M/K8n8CpgF3RMTTwOeBzwL7AguG6zAz5w+x6iTgQmB5RKylKKYbR3/JzOUR8SWK61v/ZgTHIklS20TmaGYMSZLUfcrvI70vM+e1snwD9/V14H9l5lPt6rOh/xsy861j0bckSd3EkVJJkkYhM/9sjPu3IJUkbRQcKZUk9Yzyusxs/DqUoZZLkqT6WZRKkiRJkmrj3XclSZIkSbWxKJUkSZIk1caiVJIkSZJUG4tSSZIkSVJtLEolSZIkSbX5/2Td0jNpRJdhAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 12873\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 17708\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 3879\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 11716\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 4862\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 3763\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 3869\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 27383\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 17619\n"
     ]
    },
    {
     "data": {
      "image/png": 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05zwi+PvbbmPChAk8sHw5e+2114jHkyRJkqR+DWdKM/MHwP3DNDkEuDgL1wBTImKHRv0+/vjj1TGaCLVhnG09rlPGbncc/W3Xr1/P4sWLWb58+ajGlCRJkiRozTWlOwF3VF6vLrepy61bt46lS5fWHYYkSZKkcawVd9+NQbYNOvUWEccDxwNss802zJgxY1QDbrrppsMeu/nmmwOMuv9OtPnmzwDqO6dqzp8xIL/e7Xhs9PX1mds2M+ftZb7bz5y3nzlvP3Pefua8/bot560oSlcDO1deTwPuHKxhZs4H5gPsuOOOecstt4xqwBkzZjDcsevWrQMYts14s3btvkB951TN+b5r1z4Ry+TJkznqqKNqianb9fb20tPTU3cYGxRz3l7mu/3MefuZ8/Yz5+1nztuv23LeiqJ0EXBSRCykuMHRg5l5Vwv6HbVjjjmmzuE3GBMnTmT27Nl1hyFJkiRpHGtYlEbEl4AeYNuIWA2cDkwEyMxPAUuAg4BVwFrgH5oZeKON/nQ563i5A24njt3uOCKK1doTJkzg4IMP9u67kiRJkp6WhkVpZg67NjOLauZtIx14++235/TTTx/pYUAxXT3cktGzzjoLgFNPPXVU/XeiK68svo42Z0/Xk3L+ve8BMM2CVJIkSdLT1Iq773acpUuXeldYSZIkSRoHurIolSRJkiSNDxalkiRJkqTaWJRKkiRJkmrTij8J03G22WabukOQJEmSJDWhK4vSr3zlK3WHIEmSJElqgst3JUmSJEm16cqi9JRTTuGUU06pOwxJkiRJUgNduXz36quvrjsESZIkSVITunKmVJIkSZI0PliUSpIkSZJqY1EqSZIkSapNV15TOm3atLpDkCRJkiQ1oSuL0s9//vN1hyBJkiRJaoLLdyVJkiRJtenKonTu3LnMnTu37jAkSZIkSQ105fLdZcuW1R2CJEmSJKkJXTlTKkmSJEkaHyxKJUmSJEm1sSiVJEmSJNWmqaI0Ig6IiJURsSoiTh5k/7Mj4sqI+FlE3BARB7U+1ObNmDGDGTNm1BmCJEmSJKkJDW90FBEbA+cDrwVWA9dGxKLMvKnS7P3AZZn5yYjYA1gCTB+DeJsyf/78uoaWJEmSJI1AMzOlewOrMvPWzHwMWAgcMqBNAluWzycDd7YuREmSJElSt4rMHL5BxGHAAZl5XPn6WGCfzDyp0mYH4NvAVsAWwP6Zef0gfR0PHA8wderUly5cuHBUQff19TFp0qQh95977rkAvPvd7x5V/51o7tyZAJx3Xj1/7qaa85nl34Bddt55tcSyoWj0OVfrmfP2Mt/tZ87bz5y3nzlvP3PefuMl5/vtt9/1mTmrUbtm/k5pDLJtYCV7FLAgMz8aEfsCl0TECzPz8ScdlDkfmA8wa9as7OnpaWL4p+rt7WW4Y+fNmwcwbJvxZsqU4mtd5/SknJfBdFN+O1Gjz7laz5y3l/luP3Pefua8/cx5+5nz9uu2nDezfHc1sHPl9TSeujz3LcBlAJl5NbAZsG0rApQkSZIkda9mitJrgV0jYpeI2AQ4Elg0oM3twGyAiNidoii9p5WBSpIkSZK6T8OiNDPXAycBVwA3U9xld0VEnBkRbyibvQv4x4j4P+BLwJxsdLGqJEmSJGmD18w1pWTmEoo/81Lddlrl+U3AK1ob2ujNnDmz7hAkSZIkSU1oqigdb87zrrCSJEmSNC40c02pJEmSJEljoiuL0mOOOYZjjjmm7jAkSZIkSQ105fLd1atX1x2CJEmSJKkJXTlTKkmSJEkaHyxKJUmSJEm1sSiVJEmSJNWmK68p3XfffesOQZIkSZLUhK4sSs8+++y6Q5AkSZIkNcHlu5IkSZKk2nRlUXrooYdy6KGH1h2GJEmSJKmBrly+e99999UdgiRJkiSpCV05UypJkiRJGh8sSiVJkiRJtbEolSRJkiTVpiuvKZ09e3bdIUiSJEmSmtCVRempp55adwiSJEmSpCa4fFeSJEmSVJuuLEoPPPBADjzwwLrDkCRJkiQ10FRRGhEHRMTKiFgVEScP0ebwiLgpIlZExBdbG+bIPPLIIzzyyCN1hiBJkiRJakLDa0ojYmPgfOC1wGrg2ohYlJk3VdrsCpwCvCIzH4iI7cYqYEmSJElS92hmpnRvYFVm3pqZjwELgUMGtPlH4PzMfAAgM3/X2jAlSZIkSd2omaJ0J+COyuvV5baqGcCMiPjfiLgmIg5oVYCSJEmSpO7VzJ+EiUG25SD97Ar0ANOAH0bECzNzzZM6ijgeOB5g6tSp9Pb2jjReAPr6+oY9dvfddwcYdf+daM2amQD09i6rZfxqzmeuKd7WZV2U307U6HOu1jPn7WW+28+ct585bz9z3n7mvP26LefNFKWrgZ0rr6cBdw7S5prMXAf8KiJWUhSp11YbZeZ8YD7ArFmzsqenZ1RB9/b2Mtyxo+23k02ZUnyt69yelPMymG7Mcydp9DlX65nz9jLf7WfO28+ct585bz9z3n7dlvNmlu9eC+waEbtExCbAkcCiAW2+BuwHEBHbUiznvbWVgUqSJEmSuk/DojQz1wMnAVcANwOXZeaKiDgzIt5QNrsCuC8ibgKuBN6TmfeNVdCN9PT0dNX/HEiSJElSt2pm+S6ZuQRYMmDbaZXnCbyzfEiSJEmS1JRmlu9KkiRJkjQmLEolSZIkSbWxKJUkSZIk1aapa0rHm8MPP7zuECRJkiRJTejKovTEE0+sOwRJkiRJUhO6cvnu2rVrWbt2bd1hSJIkSZIa6MqZ0oMOOgiA3t7eegORJEmSJA2rK2dKJUmSJEnjg0WpJEmSJKk2FqWSJEmSpNpYlEqSJEmSatOVNzqaM2dO3SFIkiRJkppgUSpJkiRJqk1XLt+99957uffee+sOQ5IkSZLUQFfOlB522GGAf6dUkiRJkjpdV86USpIkSZLGB4tSSZIkSVJtLEolSZIkSbWxKJUkSZIk1aYrb3R0wgkn1B2CJEmSJKkJTc2URsQBEbEyIlZFxMnDtDssIjIiZrUuxJE74ogjOOKII+oMQZIkSZLUhIZFaURsDJwPHAjsARwVEXsM0u6ZwD8DP251kCN1xx13cMcdd9QdhiRJkiSpgWZmSvcGVmXmrZn5GLAQOGSQdmcB5wB/aGF8o3Lsscdy7LHH1h2GJEmSJKmBZorSnYDqtOPqctsTIuIlwM6Z+fUWxiZJkiRJ6nLN3OgoBtmWT+yM2Aj4GDCnYUcRxwPHA0ydOpXe3t6mghyor69v2GPXrFkDMOr+O9GaNTMB6O1dVsv41ZzPLPO7rIvy24kafc7Veua8vcx3+5nz9jPn7WfO28+ct1+35byZonQ1sHPl9TTgzsrrZwIvBHojAmB7YFFEvCEzr6t2lJnzgfkAs2bNyp6enlEF3dvby3DHTpkyBWDYNuNNeUq1ndOTct6F+e1EjT7naj1z3l7mu/3MefuZ8/Yz5+1nztuv23LezPLda4FdI2KXiNgEOBJY1L8zMx/MzG0zc3pmTgeuAZ5SkEqSJEmSNFDDmdLMXB8RJwFXABsDF2Tmiog4E7guMxcN30P7vetd76o7BEmSJElSE5pZvktmLgGWDNh22hBte55+WE/PwQcfXHcIkiRJkqQmNLN8d9xZuXIlK1eurDsMSZIkSVIDTc2Ujjdvfetbge66+64kSZIkdaOunCmVJEmSJI0PFqWSJEmSpNpYlEqSJEmSamNRKkmSJEmqTVfe6Oj9739/3SFIkiRJkprQlUXp/vvvX3cIkiRJkqQmdOXy3WXLlrFs2bK6w5AkSZIkNdCVM6Vz584F/DulkiRJktTpunKmVJIkSZI0PliUSpIkSZJqY1EqSZIkSaqNRakkSZIkqTZdeaOjD33oQ3WHIEmSJElqQlcWpS9/+cvrDkGSJEmS1ISuXL571VVXcdVVV9UdhiRJkiSpga6cKX3ve98L+HdKJUmSJKnTdeVMqSRJkiRpfLAolSRJkiTVpqmiNCIOiIiVEbEqIk4eZP87I+KmiLghIpZGxHNaH6okSZIkqds0LEojYmPgfOBAYA/gqIjYY0CznwGzMvNFwOXAOa0OVJIkSZLUfZq50dHewKrMvBUgIhYChwA39TfIzCsr7a8BjmllkCN13nnn1Tm8JEmSJKlJkZnDN4g4DDggM48rXx8L7JOZJw3R/uPA3Zn5gUH2HQ8cDzB16tSXLly4cFRB9/X1MWnSpFEdO17NnTsTgPPOW1bL+NWcz5w7F4BlFv9jakP8nNfNnLeX+W4/c95+5rz9zHn7mfP2Gy8532+//a7PzFmN2jUzUxqDbBu0ko2IY4BZwKsH25+Z84H5ALNmzcqenp4mhn+q3t5ehjv2u9/9LgD777//qPrvRFOmFF9Hm7On60k5L4OpK5YNRaPPuVrPnLeX+W4/c95+5rz9zHn7mfP267acN1OUrgZ2rryeBtw5sFFE7A+8D3h1Zj7amvBG5wMfKCZpu6kolSRJkqRu1Mzdd68Fdo2IXSJiE+BIYFG1QUS8BPg08IbM/F3rw5QkSZIkdaOGRWlmrgdOAq4AbgYuy8wVEXFmRLyhbPYRYBLw5YhYFhGLhuhOkiRJkqQnNLN8l8xcAiwZsO20ynPXyUqSJEmSRqyZ5buSJEmSJI2JpmZKx5tPf/rTdYcgSZIkSWpCVxalu+22W90hSJIkSZKa0JXLdxcvXszixYvrDkOSJEmS1EBXzpR+9KMfBeDggw+uORJJkiRJ0nC6cqZUkiRJkjQ+WJRKkiRJkmpjUSpJkiRJqo1FqSRJkiSpNl15o6NLLrmk7hAkSZIkSU3oyqJ05513rjsESZIkSVITunL57qWXXsqll15adxiSJEmSpAa6cqb0k5/8JABHHHFEzZFIkiRJkobTlTOlkiRJkqTxwaJUkiRJklQbi1JJkiRJUm0sSiVJkiRJtenKGx1dfvnldYcgSZIkSWpCVxal2267bd0hSJIkSZKa0NTy3Yg4ICJWRsSqiDh5kP2bRsSl5f4fR8T0Vgc6EgsWLGDBggV1hiBJkiRJakLDmdKI2Bg4H3gtsBq4NiIWZeZNlWZvAR7IzOdHxJHAh4Ha/khof0E6Z86cukLoWsuXL2er1atZv349F51xxhPbI4LMHHF/Izmuv+3kyZOZPXs2e+2114jHkyRJktRZmpkp3RtYlZm3ZuZjwELgkAFtDgEuKp9fDsyOiGhdmOoEy5cvZ/Hixaxfv/4p+0ZTkI70uP62Dz74IIsXL2b58uWjGlOSJElS52imKN0JuKPyenW5bdA2mbkeeBDYphUBqnMsXbqUdevW1R0GAOvWrWPp0qV1hyFJkiTpaWrmRkeDzXgOnN5qpg0RcTxwPMDUqVPp7e1tYvin6uvrG/bYNWvWAIy6/060Zs1MAHp7l9Uyfl9fH1OnTmXq1Kk8Y/PNAZgxY0YtsVR103s8UKPPuVrPnLeX+W4/c95+5rz9zHn7mfP267acN1OUrgZ2rryeBtw5RJvVETEBmAzcP7CjzJwPzAeYNWtW9vT0jCLkohAZ7tgpU6YADNtmvClPqbZz6u3tZdWqVTz44IPsu3YtALfcckstsfSbPHkyRx11VK0xjKVGn3O1njlvL/Pdfua8/cx5+5nz9jPn7ddtOW9m+e61wK4RsUtEbAIcCSwa0GYR8Kby+WHA93K0Fxm2wJIlS1iyZEldw3et2bNnM3HixLrDAGDixInMnj277jAkSZIkPU0NZ0ozc31EnARcAWwMXJCZKyLiTOC6zFwEfA64JCJWUcyQHjmWQTeyebm8VK3Vf7fbCRdc8JSbHXn3XUmSJEmj0czyXTJzCbBkwLbTKs//APxda0MbvU984hMAnHjiiTVH0n322msvmDYNgNNPP73maCRJkiSNd80s3x13LrvsMi677LK6w5AkSZIkNdCVRakkSZIkaXywKJUkSZIk1caiVJIkSZJUG4tSSZIkSVJtoq4/JxoR9wC/HuXh2wL3tjAcNWbO28+ct585by/z3X7mvP3MefuZ8/Yz5+03XnL+nMx8VqNGtRWlT0dEXJeZs+qOY0NiztvPnLefOW8v891+5rz9zHn7mfP2M+ft1205d/muJEmSJKk2FqWSJEmSpNqM16J0ft0BbIDMefuZ8/Yz5+1lvtvPnLefOW8/c970YZPQAAAKyklEQVR+5rz9uirn4/KaUkmSJElSdxivM6WSJEmSpC4wpkVpRBwQESsjYlVEnFzZ/pqI+GlE3BgRF0XEhCGO/0J5/I0RcUFETCy3R0T8V9nvDRHxZ0Mcf0FE/C4ibhywfV5E/CYilpWPg1p53nXq4JzPjIhrynxfFxF7t/K861RnziNi54i4MiJujogVEfEvlX1/V257PCK65u5sMKY5f0FEXB0Rj0bEu4cZ/6URsbwc/78iIsrtW0fEdyLiF+XXrVp97nXp4JyfVX5/LIuIb0fEjq0+97p0as7LfW8v+14REee08rzr1Kk5j4gXl8cvj4jFEbFlq8+9Lh2Q8w9GxB0R0Tdg+zsj4qby58vSiHhOq865bh2c8zkRcU/86ffz41p1znXr4Jw/O4rfI39Wftbrq4kyc0wewMbAL4HnApsA/wfsQVEI3wHMKNudCbxliD4OAqJ8fAk4obL9m+X2lwE/HuL4VwF/Btw4YPs84N1jde51PTo8598GDqz01Vt3vroh58AOwJ+Vz58J3ALsUb7eHdgN6AVm1Z2rcZLz7YA/Bz443M8I4CfAvuXx36x8ts8BTi6fnwx8uO58bQA537LS5p+BT9Wdrw0g5/sB3wU27e+v7nxtADm/Fnh1+fzNwFl156uLcv4yin9L+wZs3w/YvHx+AnBp3fnaAHI+B/h43TnawHI+v9LXHsBtdeVpLGdK9wZWZeatmfkYsBA4BNgGeDQzbynbfQc4dLAOMnNJlih+UE8rdx0CXFzuugaYEhE7DHL8D4D7W3pWna2Tc55A///sTgbuHNUZdp5ac56Zd2XmT8vnvwduBnYqX9+cmStbebIdYsxynpm/y8xrgXVDDV6+B1tm5tXl8RcDf13uPgS4qHx+UWX7eNexOc/MhypNt6D4WdMNOjbnFL+g/3tmPtrf39M8107RyTnfDfhBo/HHoVpzXra7JjPvGmT7lZm5tnx5DX/6t3m869icd7FOznnH/H4+lkXpThTVf7/V5bZ7gYnxp+WEhwE7D9dROUV9LPCtBn2PxEnlNPUF0T1L7Do553OBj0TEHcC5wCkjOLaTdUzOI2I68BLgx01HPz6NZc6bHX/1IOMDTO3/oV9+3W4E/XayTs75E8uSgKOB00bQbyfr5JzPAF4ZET+OiO9HxJ+PoN9O1sk5vxF4Q/n87xqNP47UnfNmvYVi5robdHrODy1/P788IvycDzAGOZ8HHBMRq4ElwNtb1O+IjWVRGoNs66/wjwQ+FhE/AX4PrG/Q1yeAH2TmD4frewSxfRJ4HjATuAv46AiO7WSdnPMTgHdk5s7AO4DPjeDYTtYROY+IScBXgLkDZo660VjmfNTjj+D48aijc56Z7yt/tnwBOGkE/XayTs75BGAriuVg7wEui4jB2o83nZzzNwNvi4jrKS7VeGwE/XayunPeOMCIY4BZwEda2W+NOjnni4HpmfkiiksELmrQfrzo5JwfBSzIzGkUS4QviYhaboQ76MW0LbKaJ1f70yinhDPzauCVABHxOor/dSUirgCmAtdl5nHlttOBZwFvbabvZmTmb/ufR8RngK83e2yH69icA28C+m/C82XgsyM4tpPVnvPyf82+AnwhM7/akrPqbGOZ82bHry7jqr4vv42IHTLzrnIpXrcsa+zknFd9EfgGcPoI++9EnZzz1cBX+5eRRcTjwLbAPSMco9N0bM4z8+fA68r+ZwCvH2HfnarunA8rIvYH3kdxPe+jrey7Rh2b88y8r/LyM8CHW9V3zTo25xSrAA7ojyUiNqP4ed7+319y7C7qnQDcCuzCny7q3bPct135dVNgKfCaIfo4DrgKeMaA7a/nyTeA+ckwcUznqTfd2aHy/B3AwrHKQzsfHZ7zm4Ge8vls4Pq689UNOS/3XQycN0yMvXTXjY7GLOeV/fMY/oYB15bvSf/NSA4qt3+EJ9/o6Jy687UB5HzXSpu3A5fXna8NIOf/BJxZPp9BsSwt6s5Zl+e8f/yNKH7mv7nufHVLzivtBt4A5iUUN6fZtZlzGS+PDs959ffzvwGuqTtfG0DOvwnMKZ/vTlEs1/LzfKzfhIMo7gb6S+B9le0foShSVlIsNxzq+PXlscvKx2nl9gDOL/ctZ4hfuCnuTnUXxcW/qynvaAVcUh53A7Co+k0w3h8dnPO/AK4vvxF/DLy07lx1Q87LvGb5We4/vv+XmL8p34NHgd8CV9Sdq3GQ8+3LnD0ErCmfbznI8bMorvH6JfBxyh/gFDctWAr8ovy6dd252gBy/pVy+w0US792qjtXG0DONwE+X+77KUP8EjUeHx2c838p47oF+He64D8BOijn55T7Hi+/ziu3f5fi387+fhfVnasNIOdnAysofle8EnhB3bnaAHK+B/C/Zc6XAa+rK0f9P+wkSZIkSWq7Wi5klSRJkiQJLEolSZIkSTWyKJUkSZIk1caiVJIkSZJUG4tSSZIkSVJtLEolSV0nIm6MiJsiYllE/CYi5tUdU6tExLyIyIh4fmXbO8pts8rXkyLi0xHxy4hYERE/iIh9yn19leN2KNsc3P4zkSSpYFEqSepWB2bmTOBjdQcyBpYDR1ZeHwbcVHn9WeB+YNfM3BOYA2xb7SAingksAT6cmYvHNFpJkoZhUSpJ6kYTgUcH2xER74mIayPihog4o9w2PSJurLQ5LCIWlM8XRMRhzQ5cbR8RPRHx9fL53hFxVUT8rPy6W7l944g4NyKWlzG9vYlhvgYcUh7/XOBB4J7y9fOAfYD3Z+bjAJl5a2Z+oxLjROCrwKLMnN/suUmSNBYm1B2AJElj4JnA7wdujIjXAbsCewMBLIqIVwG3t3Dsx8u+B/o58KrMXB8R+wMfAg4Fjgd2AV5S7tu6iTEeAu6IiBdSFKeXAv9Q7tsTWJaZfxzm+AuAVwPNFMCSJI0pZ0olSV0lIjYGnpmZDw+y+3Xl42fAT4EXUBSpAM8rr0FdBnxkwHEfKfctjYgZDUJYDbxkkO2TgS+XM7IfoygeAfYHPpWZ6wEy8/4G/fdbSLGE96+B/27yGIAtgK0plvSeP4LjJEkaExalkqRu81zgliH2BXB2Zs4sH8/PzM+V+37Zvx14z4Dj3lNu/xIwr8H4nwD2iYgbKK7t7HcWcGVmvhA4GNisElM2c2IDLAaOBW7PzIcq21cAL46Iof6NfxQ4PDO/CKyLiKNHMbYkSS1jUSpJ6jaHA1cPse8K4M0RMQkgInaKiO1G0Pd9wCblsSdFxEkDG2Tm3Zk5OzNfBBxX2TUZ+E35fE5l+7eBf4qICWW/W5dfz46IvxkqkMx8BPg34IMDtv8SuA44IyKi7GvXiDikbLK+Mot8EvDBiJjc8MwlSRojXlMqSeoaEXECxYzk7RHxF+XmZwEbR8RPM3NRROwOXF3Wa33AMcBw118CnBURc4FNgbeW214A/O8IwjsHuCgi3gl8r7L9s8AM4IaIWAd8Bvg4sBewaLgOM3PhELuOAz4KrIqItRTF9MDZXzJzVURcSHF969tGcC6SJLVMZI5mxZAkSZ2n/Hukt2Xmgma2P82xvg78bWY+1qo+B/R/RWb+5Vj0LUlSJ3GmVJKkUcjMvxrj/i1IJUkbBGdKJUldo7wuMwf+OZShtkuSpPpZlEqSJEmSauPddyVJkiRJtbEolSRJkiTVxqJUkiRJklQbi1JJkiRJUm0sSiVJkiRJtfn/L8jtDtdn2NMAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 3867\n"
     ]
    },
    {
     "data": {
      "image/png": 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HHntsVNuSJEmSNm1NR0oz86fA70cochDwzaxcB0yNiBc0q/fJJ58crr1mh47puHXr1o2YkI5n2+0+rs46BsquX7+ehQsXsnTp0o1uX5IkSdKmqx3XlO4ArGh4vLJsU49bt24dixcvrrsbkiRJkiawdqy+G0NsG3LoLSKOA44D2G677Zg5c+aYGtxiiy1GPHbLLbcEGHP93WjLLZ8F1HdOjTF/1qD4utrx+FizZo2x7TBj3lnGu/OMeecZ884z5p1nzDuv12LejqR0JbBjw+PpwN1DFczMecA8gBe+8IV5++23j6nBmTNnMtKx69atAxixzESzdu3eQH3n1BjzvdeufaovU6ZM4YgjjqilT72uv7+fvr6+uruxSTHmnWW8O8+Yd54x7zxj3nnGvPN6LebtSEoXACdExKVUCxytzsx72lDvmB111FF1Nr/JmDx5MnPmzKm7G5IkSZImsKZJaUR8B+gDto+IlcBpwGSAzPwKsAg4AFgOrAXe00rDz3jG0JezjtdKthN99d1uqSOimq09adIkDjzwQFfflSRJkrRRmialmTni3MysspkPjbbh5z//+Zx22mmjPQyohqtHmjJ61llnAXDKKaeMqf5udPXV1c+xxmxjbRDzn/wEgOkmpJIkSZI2UjtW3+06ixcvdlVYSZIkSZoAejIplSRJkiRNDCalkiRJkqTamJRKkiRJkmrTjq+E6Trbbbdd3V2QJEmSJLWgJ5PSK664ou4uSJIkSZJa4PRdSZIkSVJtejIpPfnkkzn55JPr7oYkSZIkqYmenL577bXX1t0FSZIkSVILenKkVJIkSZI0MZiUSpIkSZJqY1IqSZIkSapNT15TOn369Lq7IEmSJElqQU8mpd/61rfq7oIkSZIkqQVO35UkSZIk1aYnk9K5c+cyd+7curshSZIkSWqiJ6fvLlmypO4uSJIkSZJa0JMjpZIkSZKkicGkVJIkSZJUG5NSSZIkSVJtWkpKI2K/iFgWEcsj4qQh9r8oIq6OiJsi4uaIOKD9XW3dzJkzmTlzZp1dkCRJkiS1oOlCRxGxGXAe8GZgJXB9RCzIzNsain0CmJ+Z50fErsAiYMY49Lcl8+bNq6tpSZIkSdIotDJSuiewPDPvzMwngEuBgwaVSeDZ5f4U4O72dVGSJEmS1KsiM0cuEHEIsF9mHlseHw3slZknNJR5AfBj4DnAVsC+mXnjEHUdBxwHMG3atNdceumlY+r0mjVr2HrrrYfdf8455wDw0Y9+dEz1d6O5c2cBcO659XzdTWPMZ5XvgF1y7rm19GVT0ex1rvYz5p1lvDvPmHeeMe88Y955xrzzJkrM99lnnxszc3azcq18T2kMsW1wJnsEcGFmfj4i9gYujojdM/PJDQ7KnAfMA5g9e3b29fW10PzT9ff3M9Kxp59+OsCIZSaaqVOrn3Wd0wYxL53ppfh2o2avc7WfMe8s4915xrzzjHnnGfPOM+ad12sxb2X67kpgx4bH03n69Nz3AfMBMvNa4JnA9u3ooCRJkiSpd7WSlF4P7BwRL46IzYHDgQWDyvwWmAMQES+nSkrvb2dHJUmSJEm9p2lSmpnrgROAK4HfUK2ye2tEnBkRbyvF/h74HxHxa+A7wDHZ7GJVSZIkSdImr5VrSsnMRVRf89K47dSG+7cBr2tv18Zu1qxZdXdBkiRJktSClpLSieZcV4WVJEmSpAmhlWtKJUmSJEkaFz2ZlB511FEcddRRdXdDkiRJktRET07fXblyZd1dkCRJkiS1oCdHSiVJkiRJE4NJqSRJkiSpNialkiRJkqTa9OQ1pXvvvXfdXZAkSZIktaAnk9LPfOYzdXdBkiRJktQCp+9KkiRJkmrTk0npwQcfzMEHH1x3NyRJkiRJTfTk9N0HH3yw7i5IkiRJklrQkyOlkiRJkqSJwaRUkiRJklQbk1JJkiRJUm168prSOXPm1N0FSZIkSVILejIpPeWUU+rugiRJkiSpBU7flSRJkiTVpieT0v3335/999+/7m5IkiRJkppoKSmNiP0iYllELI+Ik4Ypc2hE3BYRt0bEJe3t5ug89thjPPbYY3V2QZIkSZLUgqbXlEbEZsB5wJuBlcD1EbEgM29rKLMzcDLwusx8KCKeN14dliRJkiT1jlZGSvcElmfmnZn5BHApcNCgMv8DOC8zHwLIzPva201JkiRJUi9qJSndAVjR8Hhl2dZoJjAzIn4eEddFxH7t6qAkSZIkqXe18pUwMcS2HKKenYE+YDrws4jYPTNXbVBRxHHAcQDTpk2jv79/tP0FYM2aNSMe+/KXvxxgzPV3o1WrZgHQ37+klvYbYz5rVfW0Lumh+HajZq9ztZ8x7yzj3XnGvPOMeecZ884z5p3XazFvJSldCezY8Hg6cPcQZa7LzHXA/4uIZVRJ6vWNhTJzHjAPYPbs2dnX1zemTvf39zPSsWOtt5tNnVr9rOvcNoh56UwvxrmbNHudq/2MeWcZ784z5p1nzDvPmHeeMe+8Xot5K9N3rwd2jogXR8TmwOHAgkFlfgDsAxAR21NN572znR2VJEmSJPWepklpZq4HTgCuBH4DzM/MWyPizIh4Wyl2JfBgRNwGXA2cmJkPjlenm+nr6+upTw4kSZIkqVe1Mn2XzFwELBq07dSG+wn8XblJkiRJktSSVqbvSpIkSZI0LkxKJUmSJEm1MSmVJEmSJNWmpWtKJ5pDDz207i5IkiRJklrQk0npBz/4wbq7IEmSJElqQU9O3127di1r166tuxuSJEmSpCZ6cqT0gAMOAKC/v7/ejkiSJEmSRtSTI6WSJEmSpInBpFSSJEmSVBuTUkmSJElSbUxKJUmSJEm16cmFjo455pi6uyBJkiRJaoFJqSRJkiSpNj05ffeBBx7ggQceqLsbkiRJkqQmenKk9JBDDgH8nlJJkiRJ6nY9OVIqSZIkSZoYTEolSZIkSbUxKZUkSZIk1cakVJIkSZJUm55c6Oj444+vuwuSJEmSpBa0NFIaEftFxLKIWB4RJ41Q7pCIyIiY3b4ujt5hhx3GYYcdVmcXJEmSJEktaJqURsRmwHnA/sCuwBERsesQ5bYB/gb4Rbs7OVorVqxgxYoVdXdDkiRJktREKyOlewLLM/POzHwCuBQ4aIhyZwFnA39oY//G5Oijj+boo4+uuxuSJEmSpCZaSUp3ABqHHVeWbU+JiFcBO2bmD9vYN0mSJElSj2tloaMYYls+tTPiGcAXgGOaVhRxHHAcwLRp0+jv72+pk4OtWbNmxGNXrVoFMOb6u9GqVbMA6O9fUkv7jTGfVeK7pIfi242avc7Vfsa8s4x35xnzzjPmnWfMO8+Yd16vxbyVpHQlsGPD4+nA3Q2PtwF2B/ojAuD5wIKIeFtm3tBYUWbOA+YBzJ49O/v6+sbU6f7+fkY6durUqQAjlployinVdk4bxLwH49uNmr3O1X7GvLOMd+cZ884z5p1nzDvPmHder8W8lem71wM7R8SLI2Jz4HBgwcDOzFydmdtn5ozMnAFcBzwtIZUkSZIkabCmI6WZuT4iTgCuBDYDLsjMWyPiTOCGzFwwcg2d9/d///d1d0GSJEmS1IJWpu+SmYuARYO2nTpM2b6N79bGOfDAA+vugiRJkiSpBa1M351wli1bxrJly+ruhiRJkiSpiZZGSiea97///UBvrb4rSZIkSb2oJ0dKJUmSJEkTg0mpJEmSJKk2JqWSJEmSpNqYlEqSJEmSatOTCx194hOfqLsLkiRJkqQW9GRSuu+++9bdBUmSJElSC3py+u6SJUtYsmRJ3d2QJEmSJDXRkyOlc+fOBfyeUkmSJEnqdj05UipJkiRJmhhMSiVJkiRJtTEplSRJkiTVxqRUkiRJklSbnlzo6NOf/nTdXZAkSZIktaAnk9I///M/r7sLkiRJkqQW9OT03WuuuYZrrrmm7m5IkiRJkproyZHSj33sY4DfUypJkiRJ3a4nR0olSZIkSRODSakkSZIkqTYtJaURsV9ELIuI5RFx0hD7/y4ibouImyNicUTs1P6uSpIkSZJ6TdOkNCI2A84D9gd2BY6IiF0HFbsJmJ2ZrwAuB85ud0clSZIkSb2nlYWO9gSWZ+adABFxKXAQcNtAgcy8uqH8dcBR7ezkaJ177rl1Ni9JkiRJalFk5sgFIg4B9svMY8vjo4G9MvOEYcp/Cbg3Mz85xL7jgOMApk2b9ppLL710TJ1es2YNW2+99ZiOnajmzp0FwLnnLqml/caYz5o7F4AlJv/jalN8ndfNmHeW8e48Y955xrzzjHnnGfPOmygx32effW7MzNnNyrUyUhpDbBsyk42Io4DZwJuG2p+Z84B5ALNnz86+vr4Wmn+6/v5+Rjr2qquuAmDfffcdU/3daOrU6udYY7axNoh56UxdfdlUNHudq/2MeWcZ784z5p1nzDvPmHeeMe+8Xot5K0npSmDHhsfTgbsHF4qIfYGPA2/KzMfb072x+eQnq0HaXkpKJUmSJKkXtbL67vXAzhHx4ojYHDgcWNBYICJeBXwVeFtm3tf+bkqSJEmSelHTpDQz1wMnAFcCvwHmZ+atEXFmRLytFPscsDXw3YhYEhELhqlOkiRJkqSntDJ9l8xcBCwatO3UhvvOk5UkSZIkjVor03clSZIkSRoXLY2UTjRf/epX6+6CJEmSJKkFPZmU7rLLLnV3QZIkSZLUgp6cvrtw4UIWLlxYdzckSZIkSU305Ejp5z//eQAOPPDAmnsiSZIkSRpJT46USpIkSZImBpNSSZIkSVJtTEolSZIkSbUxKZUkSZIk1aYnFzq6+OKL6+6CJEmSJKkFPZmU7rjjjnV3QZIkSZLUgp6cvnvZZZdx2WWX1d0NSZIkSVITPTlSev755wNw2GGH1dwTSZIkSdJIenKkVJIkSZI0MZiUSpIkSZJqY1IqSZIkSaqNSakkSZIkqTY9udDR5ZdfXncXJEmSJEkt6MmkdPvtt6+7C5IkSZKkFrQ0fTci9ouIZRGxPCJOGmL/FhFxWdn/i4iY0e6OjsaFF17IhRdeWGcXJEmSJEktaDpSGhGbAecBbwZWAtdHxILMvK2h2PuAhzLzzyLicOCzQG1fEjqQkB5zzDEALF26lMWLF7N69WqmTJnCnDlz2GOPPerq3oS2dOlSnrNyJevXr+ebZ55JZm5UfRHRch0DZX0OJUmSpN7RykjpnsDyzLwzM58ALgUOGlTmIOCicv9yYE5ERPu6OXZLly5l4cKFrF69GoDVq1ezcOFCli5dWnPPJp6BWK5fvx5goxPS0dYxUNbnUJIkSeodrSSlOwArGh6vLNuGLJOZ64HVwHbt6ODGWrx4MevWrdtg27p161i8eHFNPZq4hoplXXwOJUmSpN7QykJHQ414Dh7eaqUMEXEccBzAtGnT6O/vb6H5p1uzZs2Ix65atQqA/v5+pk2bxrRp04YsN9b267Bq1SwA+vuX1NL+mjVrnorls7bcEoCZM2fW0pdGE+k5HK1mr3O1nzHvLOPdeca884x55xnzzjPmnddrMW8lKV0J7NjweDpw9zBlVkbEJGAK8PvBFWXmPGAewOzZs7Ovr28MXa4SkZGOnTp1KgB9fX2ce+65T03dbTRlyhSOOOKIMbVfh3JKI573eOrv72f58uWsXr2avdeuBeD222+vpS8DJtpzOFrNXudqP2PeWca784x55xnzzjPmnWfMO6/XYt7K9N3rgZ0j4sURsTlwOLBgUJkFwLvL/UOAn2Q7Ljgco0WLFrFo0SIA5syZw+TJkzfYP3nyZObMmVNH1ya0oWJZF59DSZIkqTc0HSnNzPURcQJwJbAZcEFm3hoRZwI3ZOYC4OvAxRGxnGqE9PDx7HQzW5bppcBTK7S6+u7GG4jZpAsuYP369aNaOXc4rr4rSZIkbdpamb5LZi4CFg3admrD/T8Af93ero3dl7/8ZQA++MEPAlUyZQLTHnvssQdMnw7Aqaee2qS0JEmSJI2slem7E878+fOZP39+3d2QJEmSJDXRk0mpJEmSJGliMCmVJEmSJNXGpFSSJEmSVBuTUkmSJElSbaKurxONiPuB/xzj4dsDD7SxO2rOmHeeMe88Y95ZxrvzjHnnGfPOM+adZ8w7b6LEfKfMfG6zQrUlpRsjIm7IzNl192NTYsw7z5hr2pghAAALCUlEQVR3njHvLOPdeca884x55xnzzjPmnddrMXf6riRJkiSpNialkiRJkqTaTNSkdF7dHdgEGfPOM+adZ8w7y3h3njHvPGPeeca884x55/VUzCfkNaWSJEmSpN4wUUdKJUmSJEk9YFyT0ojYLyKWRcTyiDipYftfRMSvIuKWiLgoIiYNc/y3y/G3RMQFETG5bI+I+GKp9+aIePUwx18QEfdFxC2Dtp8eEb+LiCXldkA7z7tOXRzzWRFxXYn3DRGxZzvPu051xjwidoyIqyPiNxFxa0T8bcO+vy7bnoyInlmdDcY15i+LiGsj4vGI+OgI7b8mIpaW9r8YEVG2bxsR/xoR/1F+Pqfd516XLo75WeX3Y0lE/DgiXtjuc69Lt8a87PtwqfvWiDi7neddp26NeUS8shy/NCIWRsSz233udemCmH8qIlZExJpB2/8uIm4rf18WR8RO7TrnunVxzI+JiPvjT+/Pj23XOdeti2P+oqjeR95UXuv15USZOS43YDPgDuAlwObAr4FdqRLhFcDMUu5M4H3D1HEAEOX2HeD4hu0/KttfC/ximOPfCLwauGXQ9tOBj47Xudd16/KY/xjYv6Gu/rrj1QsxB14AvLrc3wa4Hdi1PH45sAvQD8yuO1YTJObPA/4b8KmR/kYAvwT2Lsf/qOG1fTZwUrl/EvDZuuO1CcT82Q1l/gb4St3x2gRivg9wFbDFQH11x2sTiPn1wJvK/fcCZ9Udrx6K+Wup/peuGbR9H2DLcv944LK647UJxPwY4Et1x2gTi/m8hrp2Be6qK07jOVK6J7A8M+/MzCeAS4GDgO2AxzPz9lLuX4GDh6ogMxdlQfWHenrZdRDwzbLrOmBqRLxgiON/Cvy+rWfV3bo55gkMfLI7Bbh7TGfYfWqNeWbek5m/KvcfAX4D7FAe/yYzl7XzZLvEuMU8M+/LzOuBdcM1Xp6DZ2fmteX4bwJvL7sPAi4q9y9q2D7RdW3MM/PhhqJbUf2t6QVdG3OqN+j/mJmPD9S3kefaLbo55rsAP23W/gRUa8xLuesy854htl+dmWvLw+v40//mia5rY97DujnmXfP+fDyT0h2osv8BK8u2B4DJ8afphIcAO45UURmiPhr4lyZ1j8YJZZj6guidKXbdHPO5wOciYgVwDnDyKI7tZl0T84iYAbwK+EXLvZ+YxjPmrba/coj2AaYN/NEvP583inq7WTfH/KlpScCRwKmjqLebdXPMZwJviIhfRMS/RcR/G0W93aybY34L8LZy/6+btT+B1B3zVr2PauS6F3R7zA8u788vjwhf54OMQ8xPB46KiJXAIuDDbap31MYzKY0htg1k+IcDX4iIXwKPAOub1PVl4KeZ+bOR6h5F384HXgrMAu4BPj+KY7tZN8f8eOAjmbkj8BHg66M4tpt1RcwjYmvgCmDuoJGjXjSeMR9z+6M4fiLq6phn5sfL35ZvAyeMot5u1s0xnwQ8h2o62InA/IgYqvxE080xfy/woYi4kepSjSdGUW83qzvmzTsYcRQwG/hcO+utUTfHfCEwIzNfQXWJwEVNyk8U3RzzI4ALM3M61RThiyOiloVwh7yYtk1WsmG2P50yJJyZ1wJvAIiIt1B96kpEXAlMA27IzGPLttOA5wLvb6XuVmTmfw3cj4ivAT9s9dgu17UxB94NDCzC813gn0ZxbDerPeblU7MrgG9n5vfaclbdbTxj3mr7jdO4Gp+X/4qIF2TmPWUqXq9Ma+zmmDe6BPhn4LRR1t+NujnmK4HvDUwji4gnge2B+0fZRrfp2phn5r8Dbyn1zwT+apR1d6u6Yz6iiNgX+DjV9byPt7PuGnVtzDPzwYaHXwM+2666a9a1MaeaBbDfQF8i4plUf887//4lx++i3knAncCL+dNFvbuVfc8rP7cAFgN/MUwdxwLXAM8atP2v2HABmF+O0I8ZPH3RnRc03P8IcOl4xaGTty6P+W+AvnJ/DnBj3fHqhZiXfd8Ezh2hj/301kJH4xbzhv2nM/KCAdeX52RgMZIDyvbPseFCR2fXHa9NIOY7N5T5MHB53fHaBGL+AeDMcn8m1bS0qDtmPR7zgfafQfU3/711x6tXYt5QbvACMK+iWpxm51bOZaLcujzmje/P3wFcV3e8NoGY/wg4ptx/OVWyXMvf8/F+Eg6gWg30DuDjDds/R5WkLKOabjjc8evLsUvK7dSyPYDzyr6lDPOGm2p1qnuoLv5dSVnRCri4HHczsKDxl2Ci37o45q8Hbiy/iL8AXlN3rHoh5iWuWV7LA8cPvIl5R3kOHgf+C7iy7lhNgJg/v8TsYWBVuf/sIY6fTXWN1x3Alyh/wKkWLVgM/Ef5uW3dsdoEYn5F2X4z1dSvHeqO1SYQ882Bb5V9v2KYN1ET8dbFMf/b0q/bgX+kBz4E6KKYn132PVl+nl62X0X1v3Og3gV1x2oTiPlngFup3iteDbys7lhtAjHfFfh5ifkS4C11xWjgj50kSZIkSR1Xy4WskiRJkiSBSakkSZIkqUYmpZIkSZKk2piUSpIkSZJqY1IqSZIkSaqNSakkqedExC0RcVtELImI30XE6XX3qV0i4vSIyIj4s4ZtHynbZpfHW0fEVyPijoi4NSJ+GhF7lX1rGo57QSlzYOfPRJKkikmpJKlX7Z+Zs4Av1N2RcbAUOLzh8SHAbQ2P/wn4PbBzZu4GHANs31hBRGwDLAI+m5kLx7W3kiSNwKRUktSLJgOPD7UjIk6MiOsj4uaIOKNsmxERtzSUOSQiLiz3L4yIQ1ptuLF8RPRFxA/L/T0j4pqIuKn83KVs3ywizomIpaVPH26hmR8AB5XjXwKsBu4vj18K7AV8IjOfBMjMOzPznxv6OBn4HrAgM+e1em6SJI2HSXV3QJKkcbAN8MjgjRHxFmBnYE8ggAUR8Ubgt21s+8lS92D/DrwxM9dHxL7Ap4GDgeOAFwOvKvu2baGNh4EVEbE7VXJ6GfCesm83YElm/nGE4y8A3gS0kgBLkjSuHCmVJPWUiNgM2CYzHx1i91vK7SbgV8DLqJJUgJeWa1CXAJ8bdNznyr7FETGzSRdWAq8aYvsU4LtlRPYLVMkjwL7AVzJzPUBm/r5J/QMupZrC+3bg+y0eA7AVsC3VlN7zRnGcJEnjwqRUktRrXgLcPsy+AD6TmbPK7c8y8+tl3x0D24ETBx13Ytn+HeD0Ju1/GdgrIm6murZzwFnA1Zm5O3Ag8MyGPmUrJzbIQuBo4LeZ+XDD9luBV0bEcP/jHwcOzcxLgHURceQY2pYkqW1MSiVJveZQ4Nph9l0JvDcitgaIiB0i4nmjqPtBYPNy7AkRccLgApl5b2bOycxXAMc27JoC/K7cP6Zh+4+BD0TEpFLvtuXnZyLiHcN1JDMfA/4B+NSg7XcANwBnRESUunaOiINKkfUNo8gnAJ+KiClNz1ySpHHiNaWSpJ4REcdTjUj+NiJeXzY/F9gsIn6VmQsi4uXAtSVfWwMcBYx0/SXAWRExF9gCeH/Z9jLg56Po3tnARRHxd8BPGrb/EzATuDki1gFfA74E7AEsGKnCzLx0mF3HAp8HlkfEWqpkevDoL5m5PCK+QXV964dGcS6SJLVNZI5lxpAkSd2nfB/pXZl5YSvbN7KtHwLvzMwn2lXnoPqvzMy/HI+6JUnqJo6USpI0Bpn51nGu34RUkrRJcKRUktQzynWZOfjrUIbbLkmS6mdSKkmSJEmqjavvSpIkSZJqY1IqSZIkSaqNSakkSZIkqTYmpZIkSZKk2piUSpIkSZJq8/8Dk3abDNRfqNQAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 26666\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 3828\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 21062\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 847\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 4042\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 11038\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 3946\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 32988\n"
     ]
    },
    {
     "data": {
      "image/png": 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JiPsj4pYh1kdEnBMRSyLipoh4RfvDHJmzzjqLs846q+4wJEmSJElNtDJ89wLgc8BXh1i/L7BDue0BfKH8HNZ9993HySef3FqUQESQmQBMmzZt2H3PP/98oJoquXG/0RptG+089t13vxWAk0++sGNxjCTnG264Ifvuuy+77bbbiI8jSZIkae3VtCjNzB9HxNRhNjkA+GpW1cs1ETEpIrbJzHuHa/eZZ54ZUaCjLe7WtCgcr8duRxsj2W/lypV8//vfB8CyVJIkSVKr2nFN6bbA0obHy8oyrWX+8Ic/sHDhwrrDkCRJkjSOtGP23Rhk2aBdbBFxNHA0wJZbbsm0adNGdcANNthg2H032mgjgFG334022mhDoL5zapbzRsuXLwdgkbMgr5EVK1Y4k3SHmfPOMt+dZ847z5x3njnvPHPeeb2W83YUpcuA7RoeTwHuGWzDzJwLzAV4/vOfn3fccceoDjht2jSG2/fpp58GGHab8eaJJ/YE6junZjnvN3HiRCZNmgTAzJkzxziq3tbX12cOO8ycd5b57jxz3nnmvPPMeeeZ887rtZy3oyidD8yOiHlUExw92ux60rF2+OGH13n4tdaECROYNWsWfO97dYciSZIkaZxoWpRGxDeBmcBWEbEMOBFYDyAzvwgsAPYDlgBPAP/UyoHXWWdkl7N2wwy44+nY7WhjJPs5+64kSZKk0Whl9t3DmqxP4N0jPfDznvc8TjzxxJHuBlTd1YcdNnRYp556KgDHH3/8qNrvRldeWf0cbc7WVLOcS5IkSdJotGP23a6zcOFCZ4GVJEmSpHGgJ4tSSZIkSdL4YFEqSZIkSaqNRakkSZIkqTbt+EqYrrPlllvWHYIkSZIkqQU9WZR++9vfrjsESZIkSVILHL4rSZIkSapNTxalxx13HMcdd1zdYUiSJEmSmujJ4btXX3113SFIkiRJklrQkz2lkiRJkqTxwaJUkiRJklQbi1JJkiRJUm168prSKVOm1B2CJEmSJKkFPVmUfu1rX6s7BEmSJElSCxy+K0mSJEmqTU8WpXPmzGHOnDl1hyFJkiRJaqInh+8uWrSo7hAkSZIkSS3oyZ5SSZIkSdL4YFEqSZIkSaqNRakkSZIkqTYtFaURsU9ELI6IJRFx7CDr/ywiroyIGyPipojYr/2htm7atGlMmzatzhAkSZIkSS1oOtFRREwAzgVeCywDrouI+Zl5W8NmHwMuycwvRMTOwAJg6hjE25K5c+fWdWhJkiRJ0gi00lO6O7AkM+/KzKeAecABA7ZJYLNyfyJwT/tClCRJkiT1qsjM4TeIOAjYJzOPKo+PAPbIzNkN22wD/BDYHNgY2DszbxikraOBowEmT5785/PmzRtV0CtWrGCTTTYZcv1ZZ50FwIc+9KFRtd+N5syZDsDZZ9fzdTfNct5oevmO2EVnnz2WIfW8keRc7WHOO8t8d5457zxz3nnmvPPMeeeNl5zvtddeN2TmjGbbtfI9pTHIsoGV7GHABZn56YjYE7goInbNzGdW2ylzLjAXYMaMGTlz5swWDv+n+vr6GG7fk046CWDYbcabSZOqn3WdU7Ocr6YE20v5r8OIcq62MOedZb47z5x3njnvPHPeeea883ot560M310GbNfweAp/Ojz37cAlAJl5NfAcYKt2BChJkiRJ6l2tFKXXATtExPYRsT5wKDB/wDa/BmYBRMROVEXpA+0MVJIkSZLUe5oWpZm5CpgNXAHcTjXL7q0RcUpEvLFs9kHgnyPi58A3gSOz2cWqkiRJkqS1XivXlJKZC6i+5qVx2QkN928D/qq9oY3e9OnT6w5BkiRJktSClorS8eZsZ32VJEmSpHGhlWtKJUmSJEkaEz1ZlB5++OEcfvjhdYchSZIkSWqiJ4fvLlu2rO4QJEmSJEkt6MmeUkmSJEnS+GBRKkmSJEmqjUWpJEmSJKk2PXlN6Z577ll3CJIkSZKkFvRkUfqJT3yi7hAkSZIkSS1w+K4kSZIkqTY9WZQeeOCBHHjggXWHIUmSJElqoieH7z700EN1hyBJkiRJakFP9pRKkiRJksYHi1JJkiRJUm0sSiVJkiRJtenJa0pnzZpVdwiSJEmSpBb0ZFF6/PHH1x2CJEmSJKkFDt+VJEmSJNWmJ4vSfffdl3333bfuMCRJkiRJTbRUlEbEPhGxOCKWRMSxQ2xzcETcFhG3RsQ32hvmyKxcuZKVK1fWGYIkSZIkqQVNrymNiAnAucBrgWXAdRExPzNva9hmB+A44K8y85GIeO5YBSxJkiRJ6h2t9JTuDizJzLsy8ylgHnDAgG3+GTg3Mx8ByMz72xumJEmSJKkXtVKUbgssbXi8rCxrNA2YFhE/iYhrImKfdgUoSZIkSepdrXwlTAyyLAdpZwdgJjAF+O+I2DUzl6/WUMTRwNEAkydPpq+vb6TxArBixYph991pp50ARt1+N1q+fDoAfX2Lajl+s5w3mr68etoX9VD+6zCSnKs9zHlnme/OM+edZ847z5x3njnvvF7LeStF6TJgu4bHU4B7Btnmmsx8GvhlRCymKlKva9woM+cCcwFmzJiRM2fOHFXQfX19DLfvaNvtZpMmVT/rOrdmOV9NCbYXn4dOGlHO1RbmvLPMd+eZ884z551nzjvPnHder+W8leG71wE7RMT2EbE+cCgwf8A23wP2AoiIraiG897VzkAlSZIkSb2naVGamauA2cAVwO3AJZl5a0ScEhFvLJtdATwUEbcBVwIfzsyHxiroZmbOnNlTnxxIkiRJUq9qZfgumbkAWDBg2QkN9xP4QLlJkiRJktSSVobvSpIkSZI0JixKJUmSJEm1sSiVJEmSJNWmpWtKx5uDDz647hAkSZIkSS3oyaL0Xe96V90hSJIkSZJa0JPDd5944gmeeOKJusOQJEmSJDXRkz2l++23HwB9fX31BiJJkiRJGlZP9pRKkiRJksYHi1JJkiRJUm0sSiVJkiRJtbEolSRJkiTVpicnOjryyCPrDkGSJEmS1AKLUkmSJElSbXpy+O6DDz7Igw8+WHcYkiRJkqQmerKn9KCDDgL8nlJJkiRJ6nY92VMqSZIkSRofLEolSZIkSbWxKJUkSZIk1caiVJIkSZJUm56c6OiYY46pOwRJkiRJUgta6imNiH0iYnFELImIY4fZ7qCIyIiY0b4QR+6QQw7hkEMOqTMESZIkSVILmhalETEBOBfYF9gZOCwidh5ku02B9wLXtjvIkVq6dClLly6tOwxJkiRJUhOt9JTuDizJzLsy8ylgHnDAINudCpwB/L6N8Y3KEUccwRFHHFF3GJIkSZKkJlopSrcFGrsdl5VlfxQRLwe2y8wftDE2SZIkSVKPa2WioxhkWf5xZcQ6wGeBI5s2FHE0cDTA5MmT6evraynIgVasWDHsvsuXLwcYdfvdaPny6QD09S2q5fjNct5oesn/oh7Kfx1GknO1hznvLPPdeea888x555nzzjPnnddrOW+lKF0GbNfweApwT8PjTYFdgb6IAHgeMD8i3piZ1zc2lJlzgbkAM2bMyJkzZ44q6L6+Pobbd9KkSQDDbjPelFOq7Zya5Xw1PZj/Oowo52oLc95Z5rvzzHnnmfPOM+edZ847r9dy3srw3euAHSJi+4hYHzgUmN+/MjMfzcytMnNqZk4FrgH+pCCVJEmSJGmgpj2lmbkqImYDVwATgK9k5q0RcQpwfWbOH76FzvvgBz9YdwiSJEmSpBa0MnyXzFwALBiw7IQhtp255mGtmf3337/uECRJkiRJLWhl+O64s3jxYhYvXlx3GJIkSZKkJlrqKR1v3vGOdwC9NfuuJEmSJPWinuwplSRJkiSNDxalkiRJkqTaWJRKkiRJkmpjUSpJkiRJqk1PTnT0sY99rO4QJEmSJEkt6MmidO+99647BEmSJElSC3py+O6iRYtYtGhR3WFIkiRJkproyZ7SOXPmAH5PqSRJkiR1u57sKZUkSZIkjQ8WpZIkSZKk2liUSpIkSZJqY1EqSZIkSapNT050dPrpp9cdgiRJkiSpBT1ZlL7yla+sOwRJkiRJUgt6cvjuVVddxVVXXVV3GJIkSZKkJnqyp/QjH/kI4PeUSpIkSVK368meUkmSJEnS+GBRKkmSJEmqTUtFaUTsExGLI2JJRBw7yPoPRMRtEXFTRCyMiBe0P1RJkiRJUq9pWpRGxATgXGBfYGfgsIjYecBmNwIzMvOlwKXAGe0OVJIkSZLUe1qZ6Gh3YElm3gUQEfOAA4Db+jfIzCsbtr8GOLydQY7U2WefXefhJUmSJEktiswcfoOIg4B9MvOo8vgIYI/MnD3E9p8D7svMjw+y7mjgaIDJkyf/+bx580YV9IoVK9hkk01Gte94NWfOdADOPntRLccfSc6nz5kDwCI/HFgja+PrvG7mvLPMd+eZ884z551nzjvPnHfeeMn5XnvtdUNmzmi2XSs9pTHIskEr2Yg4HJgBvGaw9Zk5F5gLMGPGjJw5c2YLh/9TfX19DLfvj370IwD23nvvUbXfjSZNqn6ONmdrqlnOV1OCrSvWXjGinKstzHlnme/OM+edZ847z5x3njnvvF7LeStF6TJgu4bHU4B7Bm4UEXsDHwVek5lPtie80fn4x6tO2l4qSiVJkiSpF7Uy++51wA4RsX1ErA8cCsxv3CAiXg58CXhjZt7f/jAlSZIkSb2oaVGamauA2cAVwO3AJZl5a0ScEhFvLJudCWwCfCsiFkXE/CGakyRJkiTpj1oZvktmLgAWDFh2QsN9x8lKkiRJkkasleG7kiRJkiSNiZZ6SsebL33pS3WHIEmSJElqQU8WpTvuuGPdIUiSJEmSWtCTw3cvu+wyLrvssrrDkCRJkiQ10ZM9pZ/+9KcB2H///WuORJIkSZI0nJ7sKZUkSZIkjQ8WpZIkSZKk2liUSpIkSZJqY1EqSZIkSapNT050dNFFF9UdgiRJkiSpBT1ZlG633XZ1hyBJkiRJakFPDt+9+OKLufjii+sOQ5IkSZLURE/2lH7hC18A4JBDDqk5EkmSJEnScHqyp1SSJEmSND5YlEqSJEmSamNRKkmSJEmqjUWpJEmSJKk2PTnR0aWXXlp3CJIkSZKkFvRkUbrVVlvVHYIkSZIkqQUtDd+NiH0iYnFELImIYwdZv0FEXFzWXxsRU9sd6EhccMEFXHDBBXWGIEmSJElqQdOe0oiYAJwLvBZYBlwXEfMz87aGzd4OPJKZL46IQ4FPAbV9SWh/QXrkkUfWFcJa5eabb+byyy9n5cqVALz17rsBuPDkk4kIMnON2u9vo//nxIkTmTVrFrvtttuahi5JkiSpZq30lO4OLMnMuzLzKWAecMCAbQ4ALiz3LwVmRUS0L0x1q5tvvpnvfe97fyxIB1rTgrSxjf6fjz76KJdddhk333zzGrctSZIkqV6tFKXbAksbHi8rywbdJjNXAY8CW7YjQHW3hQsX8swzz3T8uE8//TQLFy7s+HElSZIktVcrEx0N1uM5sPurlW2IiKOBowEmT55MX19fC4f/UytWrBh23+XLlwOMuv1utHz5dAD6+hbVcvyhcj558mQmT5682rINN9oIgGnTpo15XL30HA/U7HWu9jPnnWW+O8+cd5457zxz3nnmvPN6LeetFKXLgO0aHk8B7hlim2URsS4wEXh4YEOZOReYCzBjxoycOXPmKEKuCpHh9p00aRLAsNuMN+WUajunoXJ+9tln8+ijj662bM8nngDgjjvuGNOYJk6cyGGHHTamx6hTs9e52s+cd5b57jxz3nnmvPPMeeeZ887rtZy3Mnz3OmCHiNg+ItYHDgXmD9hmPvDWcv8g4D+zHRcTjtKCBQtYsGBBXYdfq8yaNYt11mlpEue2Wm+99Zg1a1bHjytJkiSpvZr2lGbmqoiYDVwBTAC+kpm3RsQpwPWZOR84D7goIpZQ9ZAeOpZBN7NRGT6qsdc/A27j7LuNnH1XkiRJ0nBaGb5LZi4AFgxYdkLD/d8Df9/e0Ebv85//PADvete7ao5k7bDbbrutXiBeeSUAJ554Yk0RSZIkSRovOj/usgMuueQSLrnkkrrDkCRJkiQ10ZNFqSRJkiRpfLAolSRJkiTVxqJUkiRJklQbi1JJkiRJUm2irq8TjYgHgF+NcvetgAfbGI6aM+dndU12AAALPElEQVSdZ847z5x3lvnuPHPeeea888x555nzzhsvOX9BZm7dbKPaitI1ERHXZ+aMuuNYm5jzzjPnnWfOO8t8d5457zxz3nnmvPPMeef1Ws4dvitJkiRJqo1FqSRJkiSpNuO1KJ1bdwBrIXPeeea888x5Z5nvzjPnnWfOO8+cd54577yeyvm4vKZUkiRJktQbxmtPqSRJkiSpB4xpURoR+0TE4ohYEhHHNiz/m4j4WUTcEhEXRsS6Q+z/9bL/LRHxlYhYryyPiDintHtTRLxiiP2/EhH3R8QtA5afFBG/iYhF5bZfO8+7Tl2c8+kRcU3J9/URsXs7z7tOdeY8IraLiCsj4vaIuDUi3tew7u/LsmciomdmZ4MxzflLIuLqiHgyIj40zPH/PCJuLsc/JyKiLN8iIv5fRPxv+bl5u8+9Ll2c81PL78eiiPhhRDy/3edel27NeVn3ntL2rRFxRjvPu07dmvOIeFnZ/+aIuCwiNmv3udelC3J+WkQsjYgVA5Z/ICJuK39fFkbEC9p1znXr4pwfGREPxLPvz49q1znXrYtz/mdRvY+8sbzW66uJMnNMbsAE4E7ghcD6wM+BnakK4aXAtLLdKcDbh2hjPyDK7ZvAMQ3LLy/L/xK4doj9Xw28ArhlwPKTgA+N1bnXdevynP8Q2Lehrb6689ULOQe2AV5R7m8K3AHsXB7vBOwI9AEz6s7VOMn5c4G/AE4b7m8E8FNgz7L/5Q2v7TOAY8v9Y4FP1Z2vtSDnmzVs817gi3Xnay3I+V7Aj4AN+turO19rQc6vA15T7r8NOLXufPVQzv+S6n/pigHL9wI2KvePAS6uO19rQc6PBD5Xd47WspzPbWhrZ+DuuvI0lj2luwNLMvOuzHwKmAccAGwJPJmZd5Tt/h9w4GANZOaCLKj+UE8pqw4AvlpWXQNMiohtBtn/x8DDbT2r7tbNOU+g/5PdicA9ozrD7lNrzjPz3sz8Wbn/GHA7sG15fHtmLm7nyXaJMct5Zt6fmdcBTw918PIcbJaZV5f9vwq8qaw+ALiw3L+wYfl417U5z8zfNWy6MdXfml7QtTmneoP+ycx8sr+9NTzXbtHNOd8R+HGz449Dtea8bHdNZt47yPIrM/OJ8vAanv3fPN51bc57WDfnvGven49lUbotVfXfb1lZ9iCwXjw7nPAgYLvhGipd1EcA/9Gk7ZGYXbqpvxK9M8Sum3M+BzgzIpYCZwHHjWDfbtY1OY+IqcDLgWtbjn58Gsuct3r8ZYMcH2By/x/98vO5I2i3m3Vzzv84LAl4C3DCCNrtZt2c82nAqyLi2oj4r4j4ixG02826Oee3AG8s9/++2fHHkbpz3qq3U/Vc94Juz/mB5f35pRHh63yAMcj5ScDhEbEMWAC8p03tjthYFqUxyLL+Cv9Q4LMR8VPgMWBVk7Y+D/w4M/97uLZHENsXgBcB04F7gU+PYN9u1s05PwZ4f2ZuB7wfOG8E+3azrsh5RGwCfBuYM6DnqBeNZc5HffwR7D8edXXOM/Oj5W/L14HZI2i3m3VzztcFNqcaDvZh4JKIGGz78aabc/424N0RcQPVpRpPjaDdblZ3zpsHGHE4MAM4s53t1qibc34ZMDUzX0p1icCFTbYfL7o554cBF2TmFKohwhdFRC0T4Q56MW2bLGP1an8KpUs4M68GXgUQEa+j+tSViLgCmAxcn5lHlWUnAlsD72il7VZk5m/770fEl4EftLpvl+vanANvBfon4fkW8G8j2Leb1Z7z8qnZt4GvZ+Z32nJW3W0sc97q8RuHcTU+L7+NiG0y894yFK9XhjV2c84bfQP4d+DEEbbfjbo558uA7/QPI4uIZ4CtgAdGeIxu07U5z8xfAK8r7U8DXj/CtrtV3TkfVkTsDXyU6nreJ9vZdo26NueZ+VDDwy8Dn2pX2zXr2pxTjQLYpz+WiHgO1d/zzr9/ybG7qHdd4C5ge569qHeXsu655ecGwELgb4Zo4yjgKmDDActfz+oTwPx0mDim8qeT7mzTcP/9wLyxykMnb12e89uBmeX+LOCGuvPVCzkv674KnD1MjH301kRHY5bzhvUnMfyEAdeV56R/MpL9yvIzWX2iozPqztdakPMdGrZ5D3Bp3flaC3L+TuCUcn8a1bC0qDtnPZ7z/uOvQ/U3/21156tXct6w3cAJYF5ONTnNDq2cy3i5dXnOG9+fvxm4pu58rQU5vxw4stzfiapYruXv+Vg/CftRzQZ6J/DRhuVnUhUpi6mGGw61/6qy76JyO6EsD+Dcsu5mhnjDTTU71b1UF/8uo8xoBVxU9rsJmN/4SzDeb12c878Gbii/iNcCf153rnoh5yWvWV7L/fv3v4l5c3kOngR+C1xRd67GQc6fV3L2O2B5ub/ZIPvPoLrG607gc5Q/4FSTFiwE/rf83KLuXK0FOf92WX4T1dCvbevO1VqQ8/WBr5V1P2OIN1Hj8dbFOX9fiesO4JP0wIcAXZTzM8q6Z8rPk8ryH1H97+xvd37duVoLcv4J4Faq94pXAi+pO1drQc53Bn5Scr4IeF1dOer/YydJkiRJUsfVciGrJEmSJElgUSpJkiRJqpFFqSRJkiSpNhalkiRJkqTaWJRKkiRJkmpjUSpJ6jkRcUtE3BYRiyLiNxFxUt0xtUtEnBQRGREvblj2/rJsRnm8SUR8KSLujIhbI+LHEbFHWbeiYb9tyjb7d/5MJEmqWJRKknrVvpk5Hfhs3YGMgZuBQxseHwTc1vD434CHgR0ycxfgSGCrxgYiYlNgAfCpzLxsTKOVJGkYFqWSpF60HvDkYCsi4sMRcV1E3BQRJ5dlUyPiloZtDoqIC8r9CyLioFYP3Lh9RMyMiB+U+7tHxFURcWP5uWNZPiEizoqIm0tM72nhMN8DDij7vxB4FHigPH4RsAfwscx8BiAz78rMf2+IcT3gO8D8zJzb6rlJkjQW1q07AEmSxsCmwGMDF0bE64AdgN2BAOZHxKuBX7fx2M+Utgf6BfDqzFwVEXsDpwMHAkcD2wMvL+u2aOEYvwOWRsSuVMXpxcA/lXW7AIsy8w/D7P8V4DVAKwWwJEljyp5SSVJPiYgJwKaZ+fggq19XbjcCPwNeQlWkAryoXIO6CDhzwH5nlnULI2JakxCWAS8fZPlE4FulR/azVMUjwN7AFzNzFUBmPtyk/X7zqIbwvgn4bov7AGwMbEE1pPfcEewnSdKYsCiVJPWaFwJ3DLEugE9k5vRye3FmnlfW3dm/HPjwgP0+XJZ/EzipyfE/D+wRETdRXdvZ71TgyszcFdgfeE5DTNnKiQ1wGXAE8OvM/F3D8luBl0XEUP/jnwQOzsxvAE9HxFtGcWxJktrGolSS1GsOBq4eYt0VwNsiYhOAiNg2Ip47grYfAtYv+86OiNkDN8jM+zJzVma+FDiqYdVE4Dfl/pENy38IvDMi1i3tblF+fiIi3jxUIJm5Evi/wGkDlt8JXA+cHBFR2tohIg4om6xq6EWeDZwWERObnrkkSWPEa0olST0jIo6h6pH8dUT8dVm8NTAhIn6WmfMjYifg6lKvrQAOB4a7/hLg1IiYA2wAvKMsewnwkxGEdwZwYUR8APjPhuX/BkwDboqIp4EvA58DdgPmD9dgZs4bYtVRwKeBJRHxBFUxPbD3l8xcEhHnU13f+u4RnIskSW0TmaMZMSRJUvcp30d6d2Ze0MryNTzWD4C/y8yn2tXmgPavyMy/HYu2JUnqJvaUSpI0Cpn5hjFu34JUkrRWsKdUktQzynWZOfDrUIZaLkmS6mdRKkmSJEmqjbPvSpIkSZJqY1EqSZIkSaqNRakkSZIkqTYWpZIkSZKk2liUSpIkSZJq8/8Bq8BserN9QgcAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 17285\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 3841\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 18806\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 29176\n"
     ]
    },
    {
     "data": {
      "image/png": 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7vfWee5gwYQK/W7KE3XfffdRtSJIkacPVsijNzGsjYuoImxwEXJLFX7M3RMQWEbFtZt5Xoe3Kgba7jTqP3S1t9GL83bDteLbXar/B9Q8//DALFizg3nvv5ZZbbuHxxx8f92O32m/9+vUsWLAAwMJUkiRJlbXjmtLtgeUNj1eUyySNo3Xr1nHzzTc/qSCt27p161i0aFHdYUiSJKmHtGP23Rhi2ZBdLhFxPHA8wNZbb8306dPHdMBNNtlkxH0322wzgDG3340222xToL5zapVztV8v5XzTpvdcr86AvXr16p6NvReZ784z551nzjvPnHeeOe+8fst5O4rSFcAODY+nACuH2jAz5wJzAbbbbru86667xnTA6dOnM9K+69atAxhxm16zZs3eQH3n1Crnar8qOW/3tbBjtfeaNUDx+pw0aRJHHHFEzRGNzcDAALNmzao7jA2G+e48c9555rzzzHnnmfPO67ect6MonQ+cGBHzKCY4erjK9aTj6cgjj6zz8FJHTJw4kT322OMp15TWaeLEicyePbvuMCRJktRDWhalEfF1YBawTUSsAE4DJgJk5gXAQuAAYBmwBnhb1YPXOQNur82+Ox5t9GL83bDteLbXar+hZt99wQteUPvsuwATJkzgwAMPdJIjSZIkjUqV2XdHHIdXzrr77tEeeLvttuPUU08d7W5A0V090vDAs846C4BTTjllTO13o2uuKX6edtpptRy/Vc7VflVzvvvuu9dfCH7vewBMqTsOSZIk9Zx2zL7bdRYtWuQMoJIkSZLUA/qyKJUkSZIk9QaLUkmSJElSbSxKJUmSJEm1acdXwnSdrbfeuu4QJEmSJEkV9GVReuWVV9YdgiRJkiSpAofvSpIkSZJq05dF6cknn8zJJ59cdxiSJEmSpBb6cvju9ddfX3cIkiRJkqQK+rKnVJIkSZLUGyxKJUmSJEm1sSiVJEmSJNWmL68pnTJlSt0hSJIkSZIq6Mui9Ctf+UrdIUiSJEmSKnD4riRJkiSpNn1ZlM6ZM4c5c+bUHYYkSZIkqYW+HL67ePHiukOQJEmSJFXQlz2lkiRJkqTeYFEqSZIkSaqNRakkSZIkqTaVitKI2C8ilkbEsog4aYj1L4iIayLipxFxa0Qc0P5Qq5s+fTrTp0+vMwRJkiRJUgUtJzqKiI2A84HXAyuAGyNifmbe0bDZR4DLM/PzEbELsBCYOg7xVjJ37ty6Di1JkiRJGoUqPaV7Assy8+7MfAyYBxzUtE0CzynvTwJWti9ESZIkSVK/iswceYOIQ4D9MvO48vFRwF6ZeWLDNtsC3wa2BJ4F7JuZNw/R1vHA8QCTJ09+xbx588YU9OrVq9l8882HXX/uuecC8IEPfGBM7XejOXNmAHDeefV83U2rnKv9einnM8rvBV583nk1R/L09FLO+4H57jxz3nnmvPPMeeeZ887rlZzvs88+N2fmzFbbVfme0hhiWXMlewRwUWZ+OiL2Bi6NiN0y8/En7ZQ5F5gLMHPmzJw1a1aFwz/VwMAAI+17+umnA4y4Ta/ZYoviZ13n1Crnar+eynn5Au2ZeIfRUznvA+a788x555nzzjPnnWfOO6/fcl5l+O4KYIeGx1N46vDctwOXA2Tm9cAzgW3aEaAkSZIkqX9VKUpvBKZFxI4RsTFwODC/aZt7gdkAEbEzRVF6fzsDlSRJkiT1n5ZFaWauB04ErgbupJhl9/aIODMi3lRu9n7g7yPiv4GvA8dkq4tVJUmSJEkbvCrXlJKZCym+5qVx2akN9+8AXt3e0MZuxowZdYcgSZIkSaqgUlHaa87r8RlAJUmSJGlDUeWaUkmSJEmSxkVfFqVHHnkkRx55ZN1hSJIkSZJa6MvhuytWrKg7BEmSJElSBX3ZUypJkiRJ6g0WpZIkSZKk2liUSpIkSZJq05fXlO699951hyBJkiRJqqAvi9JPfOITdYcgSZIkSarA4buSJEmSpNr0ZVF68MEHc/DBB9cdhiRJkiSphb4cvvvggw/WHYIkSZIkqYK+7CmVJEmSJPUGi1JJkiRJUm0sSiVJkiRJtenLa0pnz55ddwiSJEmSpAr6sig95ZRT6g5BkiRJklSBw3clSZIkSbXpy6J0//33Z//99687DEmSJElSC5WK0ojYLyKWRsSyiDhpmG0OjYg7IuL2iPhae8McnbVr17J27do6Q5AkSZIkVdDymtKI2Ag4H3g9sAK4MSLmZ+YdDdtMA04GXp2Zv4uI541XwJIkSZKk/lGlp3RPYFlm3p2ZjwHzgIOatvl74PzM/B1AZv62vWFKkiRJkvpRlaJ0e2B5w+MV5bJG04HpEfGjiLghIvZrV4CSJEmSpP5V5SthYohlOUQ704BZwBTgBxGxW2auelJDEccDxwNMnjyZgYGB0cYLwOrVq0fcd+eddwYYc/vdaNWqGQAMDCyu5fitcq7266Wcz1hVvNUX90i8w+mlnPcD89155rzzzHnnmfPOM+ed1285r1KUrgB2aHg8BVg5xDY3ZOY64P9FxFKKIvXGxo0ycy4wF2DmzJk5a9asMQU9MDDASPuOtd1utsUWxc+6zq1VztV+PZXz8gXaM/EOo6dy3gfMd+eZ884z551nzjvPnHdev+W8yvDdG4FpEbFjRGwMHA7Mb9rm34F9ACJiG4rhvHe3M1BJkiRJUv9pWZRm5nrgROBq4E7g8sy8PSLOjIg3lZtdDTwYEXcA1wAfzMwHxyvoVmbNmtVX/zmQJEmSpH5VZfgumbkQWNi07NSG+wm8r7xJkiRJklRJleG7kiRJkiSNC4tSSZIkSVJtLEolSZIkSbWpdE1przn00EPrDkGSJEmSVEFfFqXvete76g5BkiRJklRBXw7fXbNmDWvWrKk7DEmSJElSC33ZU3rAAQcAMDAwUG8gkiRJkqQR9WVPqSRJkiSpN1iUSpIkSZJqY1EqSZIkSaqNRakkSZIkqTZ9OdHRMcccU3cIkiRJkqQKLEolSZIkSbXpy+G7DzzwAA888EDdYUiSJEmSWujLntJDDjkE8HtKJUmSJKnb9WVPqSRJkiSpN1iUSpIkSZJqY1EqSZIkSaqNRakkSZIkqTZ9OdHRCSecUHcIkiRJkqQKKvWURsR+EbE0IpZFxEkjbHdIRGREzGxfiKN32GGHcdhhh9UZgiRJkiSpgpZFaURsBJwP7A/sAhwREbsMsd2zgf8N/LjdQY7W8uXLWb58ed1hSJIkSZJaqNJTuiewLDPvzszHgHnAQUNsdxZwNvA/bYxvTI466iiOOuqousOQJEmSJLVQpSjdHmjsdlxRLntCRLwM2CEzv9XG2CRJkiRJfa7KREcxxLJ8YmXEM4DPAMe0bCjieOB4gMmTJzMwMFApyGarV68ecd9Vq1YBjLn9brRq1QwABgYW13L8VjlX+/VSzmeU77nFPRLvcHop5/3AfHeeOe88c9555rzzzHnn9VvOqxSlK4AdGh5PAVY2PH42sBswEBEAzwfmR8SbMvOmxoYycy4wF2DmzJk5a9asMQU9MDDASPtuscUWACNu02vKU6rtnFrlXO3XUznvk/dcT+W8D5jvzjPnnWfOO8+cd54577x+y3mV4bs3AtMiYseI2Bg4HJg/uDIzH87MbTJzamZOBW4AnlKQSpIkSZLUrGVPaWauj4gTgauBjYALM/P2iDgTuCkz54/cQue9//3vrzsESZIkSVIFVYbvkpkLgYVNy04dZttZTz+sp+fAAw+sOwRJkiRJUgVVhu/2nKVLl7J06dK6w5AkSZIktVCpp7TXvOMd7wD6a/ZdSZIkSepHfdlTKkmSJEnqDRalkiRJkqTaWJRKkiRJkmpjUSpJkiRJqk1fTnT0kY98pO4QJEmSJEkV9GVRuu+++9YdgiRJkiSpgr4cvrt48WIWL15cdxiSJEmSpBb6sqd0zpw5gN9TKkmSJEndri97SiVJkiRJvcGiVJIkSZJUG4tSSZIkSVJtLEolSZIkSbXpy4mOPv7xj9cdgiRJkiSpgr4sSl/1qlfVHYIkSZIkqYK+HL573XXXcd1119UdhiRJkiSphb7sKf3Qhz4E+D2lkiRJktTt+rKnVJIkSZLUGyxKJUmSJEm1qVSURsR+EbE0IpZFxElDrH9fRNwREbdGxKKIeGH7Q5UkSZIk9ZuWRWlEbAScD+wP7AIcERG7NG32U2BmZr4UuAI4u92BSpIkSZL6T5WJjvYElmXm3QARMQ84CLhjcIPMvKZh+xuAI9sZ5Gidd955dR5ekiRJklRRZObIG0QcAuyXmceVj48C9srME4fZ/rPArzPzo0OsOx44HmDy5MmvmDdv3piCXr16NZtvvvmY9u1Vc+bMAOC88xbXcvwNMed166Wcz5gzB4DFPf4PoV7KeT8w351nzjvPnHeeOe88c955vZLzffbZ5+bMnNlquyo9pTHEsiEr2Yg4EpgJvG6o9Zk5F5gLMHPmzJw1a1aFwz/VwMAAI+373e9+F4B99913TO13oy22KH6ONWdPV6ucq/16KuflC7Rn4h1GT+W8D5jvzjPnnWfOO8+cd54577x+y3mVonQFsEPD4ynAyuaNImJf4MPA6zLz0faENzYf/WjRSdtPRakkSZIk9aMqs+/eCEyLiB0jYmPgcGB+4wYR8TLgC8CbMvO37Q9TkiRJktSPWhalmbkeOBG4GrgTuDwzb4+IMyPiTeVm5wCbA9+IiMURMX+Y5iRJkiRJekKV4btk5kJgYdOyUxvuO05WkiRJkjRqVYbvSpIkSZI0Lir1lPaaL3zhC3WHIEmSJEmqoC+L0p122qnuECRJkiRJFfTl8N0FCxawYMGCusOQJEmSJLXQlz2ln/70pwE48MADa45EkiRJkjSSvuwplSRJkiT1BotSSZIkSVJtLEolSZIkSbWxKJUkSZIk1aYvJzq69NJL6w5BkiRJklRBXxalO+ywQ90hSJIkSZIq6Mvhu5dddhmXXXZZ3WFIkiRJklroy57Sz3/+8wAcdthhNUciSZIkSRpJX/aUSpIkSZJ6g0WpJEmSJKk2FqWSJEmSpNpYlEqSJEmSatOXEx1dccUVdYcgSZIkSaqgL4vSbbbZpu4QJEmSJEkVVBq+GxH7RcTSiFgWEScNsX6TiLisXP/jiJja7kBH46KLLuKiiy6qMwRJkiRJUgWRmSNvELERcBfwemAFcCNwRGbe0bDNu4CXZuY7I+Jw4M2ZOeKXhM6cOTNvuummMQU9MDDArFmzhl0/uG5gYGBM7XejwdOt65Ra5VztN1TOlyxZwqJFi3j44YeftHzTTTdl//33Z/fdd+9ghH+Kacs3v5n169dzybHH0uozpZWIGFMbY92v0fTp07nrrrtqOXY72qszd2NprznfdcZfZxudPPZIr/ENJQedPna35rzd7XXTc1j1s7xb8t9rn91D7Tdt2rRR//7spvh77Tkca87bHUerNiKCCy64gJUrV0ar/av0lO4JLMvMuzPzMWAecFDTNgcBF5f3rwBmR0TLg0uqbsmSJSxYsOApBSnA2rVr+Y//+A+WLFlSS0zr168HaMsvl7G20c5fbHUfu9M5MP7ef+32ehseu/PHbnd7vZjHbsm/n93t0Yuvg17PXas2RtNulaJ0e2B5w+MV5bIht8nM9cDDwNaVo5DU0qJFi1i3bt2w6//4xz+yaNGiDkbUOiZJkiSplSoTHQ3V49lc9lbZhog4HjgeYPLkyWMeXrt69eoR9121ahXQX8N3V62aAcDAwOJajt8q52q/5pxPnjyZyZMnt9yvk8/TYEybbrYZUAyZ6mWbbLJJz59DLzHfnWfOO8+cd5457zxz3nn9lvMqRekKYIeGx1OAlcNssyIiJgCTgIeaG8rMucBcKK4pHes1iq2ub9xiiy0A+uoayPKUajsnryntvOacn3feeUMO3W00adIkjjjiiHGO7E8GY9p7zRqAtl3bUJexXlOqsTHfnWfOO8+cd5457zxz3nn9lvMqw3dvBKZFxI4RsTFwODC/aZv5wNHl/UOA72WNF3gtXLiQhQsX1nV4aVzMnj2biRMnDrt+o402Yvbs2R2MqHVMkiRJUiste0ozc31EnAhcDWwEXJiZt0fEmcBNmTkf+BJwaUQso+ghPXw8g25ls3IoodRPBmfW7abZdwePN+HCC1m/fn3hvC+PAAAMAUlEQVRPzmDXDr0+g6Dx9+bsi/3Uhsfu/LHb3V4v5rFb8t8Pn92dPF672+vF57Dd88mO5+y7lfev64+48fxKmM997nMAvOtd7xpT+93Ir4TZ8PRUzut+gbZJT+W8D5jvzjPnnWfOO8+cd54577xeyXlE3JyZM1ttV2X4bs+5/PLLufzyy+sOQ5IkSZLUQl8WpZIkSZKk3mBRKkmSJEmqjUWpJEmSJKk2FqWSJEmSpNrUNvtuRNwP/HKMu28DPNDGcNSaOe88c9555ryzzHfnmfPOM+edZ847z5x3Xq/k/IWZ+dxWG9VWlD4dEXFTlamF1T7mvPPMeeeZ884y351nzjvPnHeeOe88c955/ZZzh+9KkiRJkmpjUSpJkiRJqk2vFqVz6w5gA2TOO8+cd5457yzz3XnmvPPMeeeZ884z553XVznvyWtKJUmSJEn9oVd7SiVJkiRJfWBci9KI2C8ilkbEsog4qWH5X0bELRFxW0RcHBEThtn/q+X+t0XEhRExsVweEfGvZbu3RsTLh9n/woj4bUTc1rT89Ij4VUQsLm8HtPO869TFOZ8RETeU+b4pIvZs53nXqc6cR8QOEXFNRNwZEbdHxD80rPtf5bLHI6JvZmeDcc35SyLi+oh4NCI+MMLxXxERS8rj/2tERLl8q4j4TkT8vPy5ZbvPvS5dnPOzyvfH4oj4dkRs1+5zr0u35rxc956y7dsj4ux2nnedujXnEbFHuf+SiFgQEc9p97nXpQty/rGIWB4Rq5uWvy8i7ig/XxZFxAvbdc516+KcHxMR98ef/j4/rl3nXLcuzvkLovg78qfla72+migzx+UGbAT8AngRsDHw38AuFIXwcmB6ud2ZwNuHaeMAIMrb14ETGpZfVS7/c+DHw+z/WuDlwG1Ny08HPjBe517Xrctz/m1g/4a2BurOVz/kHNgWeHl5/9nAXcAu5eOdgZ2AAWBm3bnqkZw/D3gl8LGRPiOAnwB7l/tf1fDaPhs4qbx/EvCpuvO1AeT8OQ3b/G/ggrrztQHkfB/gu8Amg+3Vna8NIOc3Aq8r7x8LnFV3vvoo539O8bt0ddPyfYDNyvsnAJfVna8NIOfHAJ+tO0cbWM7nNrS1C3BPXXkaz57SPYFlmXl3Zj4GzAMOArYGHs3Mu8rtvgMcPFQDmbkwSxQf1FPKVQcBl5SrbgC2iIhth9j/WuChtp5Vd+vmnCcw+J/dScDKMZ1h96k155l5X2beUt7/PXAnsH35+M7MXNrOk+0S45bzzPxtZt4IrBvu4OVz8JzMvL7c/xLgb8rVBwEXl/cvblje67o255n5SMOmz6L4rOkHXZtzij/QP5mZjw629zTPtVt0c853Aq5tdfweVGvOy+1uyMz7hlh+TWauKR/ewJ9+N/e6rs15H+vmnHfN3+fjWZRuT1H9D1pRLnsAmBh/Gk54CLDDSA2VXdRHAf/Vou3ROLHspr4w+meIXTfnfA5wTkQsB84FTh7Fvt2sa3IeEVOBlwE/rhx9bxrPnFc9/oohjg8wefBDv/z5vFG02826OedPDEsC3gKcOop2u1k353w68JqI+HFEfD8iXjmKdrtZN+f8NuBN5f3/1er4PaTunFf1doqe637Q7Tk/uPz7/IqI8HXeZBxyfjpwZESsABYC72lTu6M2nkVpDLFssMI/HPhMRPwE+D2wvkVbnwOuzcwfjNT2KGL7PPBiYAZwH/DpUezbzbo55ycA783MHYD3Al8axb7drCtyHhGbA1cCc5p6jvrReOZ8zMcfxf69qKtznpkfLj9bvgqcOIp2u1k353wCsCXFcLAPApdHxFDb95puzvmxwLsj4maKSzUeG0W73azunLcOMOJIYCZwTjvbrVE353wBMDUzX0pxicDFLbbvFd2c8yOAizJzCsUQ4UsjopaJcIe8mLZNVvDkan8KZZdwZl4PvAYgIt5A8V9XIuJqYDJwU2YeVy47DXgu8I4qbVeRmb8ZvB8RXwS+VXXfLte1OQeOBgYn4fkG8G+j2Leb1Z7z8r9mVwJfzcxvtuWsutt45rzq8RuHcTU+L7+JiG0z875yKF6/DGvs5pw3+hrwn8Bpo2y/G3VzzlcA3xwcRhYRjwPbAPeP8hjdpmtznpk/A95Qtj8d+OtRtt2t6s75iCJiX+DDFNfzPtrOtmvUtTnPzAcbHn4R+FS72q5Z1+acYhTAfoOxRMQzKT7PO//3S47fRb0TgLuBHfnTRb27luueV/7cBFgE/OUwbRwHXAds2rT8r3nyBDA/GSGOqTx10p1tG+6/F5g3Xnno5K3Lc34nMKu8Pxu4ue589UPOy3WXAOeNEOMA/TXR0bjlvGH96Yw8YcCN5XMyOBnJAeXyc3jyREdn152vDSDn0xq2eQ9wRd352gBy/k7gzPL+dIphaVF3zvo854PHfwbFZ/6xdeerX3LesF3zBDAvo5icZlqVc+mVW5fnvPHv8zcDN9Sdrw0g51cBx5T3d6Yolmv5PB/vJ+EAitlAfwF8uGH5ORRFylKK4YbD7b++3HdxeTu1XB7A+eW6JQzzBzfF7FT3UVz8u4JyRivg0nK/W4H5jW+CXr91cc7/Ari5fCP+GHhF3bnqh5yXec3ytTy4/+AfMW8un4NHgd8AV9edqx7I+fPLnD0CrCrvP2eI/WdSXOP1C+CzlB/gFJMWLAJ+Xv7cqu5cbQA5v7JcfivF0K/t687VBpDzjYGvlOtuYZg/onrx1sU5/4cyrruAT9IH/wToopyfXa57vPx5ern8uxS/OwfbnV93rjaAnH8CuJ3ib8VrgJfUnasNIOe7AD8qc74YeENdORr8sJMkSZIkqeNquZBVkiRJkiSwKJUkSZIk1ciiVJIkSZJUG4tSSZIkSVJtLEolSZIkSbWxKJUk9Z2IuC0i7oiIxRHxq4g4ve6Y2iUiTo+IjIg/a1j23nLZzPLx5hHxhYj4RUTcHhHXRsRe5brVDfttW25zYOfPRJKkgkWpJKlf7Z+ZM4DP1B3IOFgCHN7w+BDgjobH/wY8BEzLzF2BY4BtGhuIiGcDC4FPZeaCcY1WkqQRWJRKkvrRRODRoVZExAcj4saIuDUiziiXTY2I2xq2OSQiLirvXxQRh1Q9cOP2ETErIr5V3t8zIq6LiJ+WP3cql28UEedGxJIypvdUOMy/AweV+78IeBi4v3z8YmAv4COZ+ThAZt6dmf/ZEONE4JvA/MycW/XcJEkaDxPqDkCSpHHwbOD3zQsj4g3ANGBPIID5EfFa4N42Hvvxsu1mPwNem5nrI2Jf4OPAwcDxwI7Ay8p1W1U4xiPA8ojYjaI4vQx4W7luV2BxZv5xhP0vBF4HVCmAJUkaV/aUSpL6SkRsBDw7M/8wxOo3lLefArcAL6EoUgFeXF6Duhg4p2m/c8p1iyJieosQVgAvG2L5JOAbZY/sZyiKR4B9gQsycz1AZj7Uov1B8yiG8P4N8H8r7gPwLGAriiG9549iP0mSxoVFqSSp37wIuGuYdQF8IjNnlLc/y8wvlet+Mbgc+GDTfh8sl38dOL3F8T8H7BURt1Jc2znoLOCazNwNOBB4ZkNMWeXEmiwAjgLuzcxHGpbfDuwREcP9jn8UODQzvwasi4i3jOHYkiS1jUWpJKnfHApcP8y6q4FjI2JzgIjYPiKeN4q2HwQ2Lvc9MSJObN4gM3+dmbMz86XAcQ2rJgG/Ku8f07D828A7I2JC2e5W5c9PRMSbhwskM9cC/wR8rGn5L4CbgDMiIsq2pkXEQeUm6xt6kU8EPhYRk1qeuSRJ48RrSiVJfSMiTqDokbw3Iv6iXPxcYKOIuCUz50fEzsD1Zb22GjgSGOn6S4CzImIOsAnwjnLZS4AfjSK8s4GLI+J9wPcalv8bMB24NSLWAV8EPgvsDswfqcHMnDfMquOATwPLImINRTHd3PtLZi6LiC9TXN/67lGciyRJbROZYxkxJElS9ym/j/SezLyoyvKneaxvAX+bmY+1q82m9q/OzL8aj7YlSeom9pRKkjQGmfnGcW7fglSStEGwp1SS1DfK6zKz+etQhlsuSZLqZ1EqSZIkSaqNs+9KkiRJkmpjUSpJkiRJqo1FqSRJkiSpNhalkiRJkqTaWJRKkiRJkmrz/wGgi0OoIMdkjgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 22038\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 10262\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 30817\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 34854\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 3953\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prb_id: 12642\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "if PROBE_PLOT:\n",
    "    for prb_id, red_dt in sorted(red_line.items(), key=lambda x: x[1]):\n",
    "        prb = d[d.prb_id == prb_id]\n",
    "        red_dt = pd.to_datetime(red_dt, unit='ns').floor('s')\n",
    "                                 \n",
    "        print 'prb_id: {}'.format(prb_id)\n",
    "        f = figure(figsize=(16,3))\n",
    "        xlim(d.timestamp.min(), d.timestamp.max())\n",
    "        grid()\n",
    "        f.axes[0].xaxis_date(TZ)\n",
    "        xlabel(u'День, час, МСК')\n",
    "        title('prb_id: {}, red_line: {} UTC'.format(prb_id, red_dt))\n",
    "        scatter(list(prb.timestamp), prb.good_cert.astype('int'), color='grey')\n",
    "        axvline(red_dt, color='red')\n",
    "        axvline(blue_dt, color='blue')\n",
    "        axvline(scan_dt, color='black', ls='--')\n",
    "        show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>prb_id</th>\n",
       "      <th>line</th>\n",
       "      <th>dt</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>20873</td>\n",
       "      <td>1.537452e+18</td>\n",
       "      <td>2018-09-20 13:54:05.749366016</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>27858</td>\n",
       "      <td>1.537452e+18</td>\n",
       "      <td>2018-09-20 13:54:26.396821504</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>401</td>\n",
       "      <td>1.537452e+18</td>\n",
       "      <td>2018-09-20 13:54:33.396821248</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>35631</td>\n",
       "      <td>1.537452e+18</td>\n",
       "      <td>2018-09-20 13:54:33.546485248</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>10059</td>\n",
       "      <td>1.537452e+18</td>\n",
       "      <td>2018-09-20 13:55:15.433940992</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     prb_id          line                            dt\n",
       "123   20873  1.537452e+18 2018-09-20 13:54:05.749366016\n",
       "54    27858  1.537452e+18 2018-09-20 13:54:26.396821504\n",
       "110     401  1.537452e+18 2018-09-20 13:54:33.396821248\n",
       "96    35631  1.537452e+18 2018-09-20 13:54:33.546485248\n",
       "101   10059  1.537452e+18 2018-09-20 13:55:15.433940992"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "red = pd.DataFrame.from_records(red_line.items(), columns=['prb_id', 'line'])\n",
    "red['dt'] = pd.to_datetime(red.line, unit='ns')\n",
    "red.sort_values(by=['line'], inplace=True)\n",
    "red.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x648 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "f = figure(figsize=(12,9))\n",
    "ylim(d.timestamp.min(), red.dt.quantile(0.90))\n",
    "axhline(blue_dt, color='blue', label=u'`ts=` из блоклиста', lw=3)\n",
    "axhline(scan_dt, color='black', ls='--', label=u'портскан с 178.176.30.221', lw=3)\n",
    "scatter(range(len(red.dt)), list(red.dt), color='red', label=u'моменты блокировки на разных пробниках')\n",
    "title(u'Блокировка сервиса {}, эксперимент {}'.format(dst, experiment))\n",
    "legend(loc='upper left')\n",
    "ylabel(u'День, час, МСК')\n",
    "f.axes[0].yaxis_date(TZ)\n",
    "grid()\n",
    "show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "count                        27\n",
       "mean     0 days 00:04:24.336745\n",
       "std      0 days 00:01:23.808878\n",
       "min      0 days 00:02:17.503397\n",
       "25%      0 days 00:03:17.525762\n",
       "50%      0 days 00:04:36.639974\n",
       "75%      0 days 00:05:18.177827\n",
       "max      0 days 00:06:54.250633\n",
       "Name: advance, dtype: object"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "the_fastest_draw = red[red.dt < blue_dt].copy()\n",
    "the_fastest_draw['advance'] = blue_dt - the_fastest_draw.dt\n",
    "the_fastest_draw.advance.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "ip_to_prb_id = dict(zip(d['from'], d.prb_id))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "whois = []\n",
    "if PROBE_PLOT:\n",
    "    with requests.Session() as sess:\n",
    "        for ip in set(d[d.prb_id.isin(the_fastest_draw.prb_id)]['from']):\n",
    "            wh = sess.get('https://stat.ripe.net/data/prefix-overview/data.json?resource={}/32'.format(ip)).json()\n",
    "            assert len(wh['data']['asns']) == 1\n",
    "            whois.append({\n",
    "                'ip': ip,\n",
    "                'prb_id': ip_to_prb_id[ip],\n",
    "                'resource': wh['data']['resource'],\n",
    "                'asn': wh['data']['asns'][0]['asn'],\n",
    "                'holder': wh['data']['asns'][0]['holder'],\n",
    "            })"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ip</th>\n",
       "      <th>prb_id</th>\n",
       "      <th>resource</th>\n",
       "      <th>asn</th>\n",
       "      <th>holder</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>195.34.46.43</td>\n",
       "      <td>401</td>\n",
       "      <td>195.34.32.0/19</td>\n",
       "      <td>8359</td>\n",
       "      <td>MTS - MTS PJSC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>195.34.46.44</td>\n",
       "      <td>241</td>\n",
       "      <td>195.34.32.0/19</td>\n",
       "      <td>8359</td>\n",
       "      <td>MTS - MTS PJSC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>85.141.144.7</td>\n",
       "      <td>1227</td>\n",
       "      <td>85.140.0.0/15</td>\n",
       "      <td>8359</td>\n",
       "      <td>MTS - MTS PJSC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>91.76.130.44</td>\n",
       "      <td>3815</td>\n",
       "      <td>91.76.0.0/14</td>\n",
       "      <td>8359</td>\n",
       "      <td>MTS - MTS PJSC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>91.79.193.40</td>\n",
       "      <td>20873</td>\n",
       "      <td>91.76.0.0/14</td>\n",
       "      <td>8359</td>\n",
       "      <td>MTS - MTS PJSC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>91.79.78.136</td>\n",
       "      <td>11098</td>\n",
       "      <td>91.76.0.0/14</td>\n",
       "      <td>8359</td>\n",
       "      <td>MTS - MTS PJSC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>195.42.184.129</td>\n",
       "      <td>23973</td>\n",
       "      <td>195.42.160.0/19</td>\n",
       "      <td>8515</td>\n",
       "      <td>DATAFORCE-AS - CJSC \"DataForce IP\"</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>193.232.224.27</td>\n",
       "      <td>10059</td>\n",
       "      <td>193.232.224.0/24</td>\n",
       "      <td>20821</td>\n",
       "      <td>RUBIT-2-AS - Limited Liability Company \"Busine...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>109.252.105.219</td>\n",
       "      <td>3868</td>\n",
       "      <td>109.252.0.0/16</td>\n",
       "      <td>25513</td>\n",
       "      <td>ASN-MGTS-USPD - OJS Moscow city telephone network</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>109.252.14.245</td>\n",
       "      <td>14011</td>\n",
       "      <td>109.252.0.0/16</td>\n",
       "      <td>25513</td>\n",
       "      <td>ASN-MGTS-USPD - OJS Moscow city telephone network</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>109.252.29.220</td>\n",
       "      <td>17744</td>\n",
       "      <td>109.252.0.0/16</td>\n",
       "      <td>25513</td>\n",
       "      <td>ASN-MGTS-USPD - OJS Moscow city telephone network</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>109.252.58.7</td>\n",
       "      <td>30741</td>\n",
       "      <td>109.252.0.0/16</td>\n",
       "      <td>25513</td>\n",
       "      <td>ASN-MGTS-USPD - OJS Moscow city telephone network</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>109.252.72.225</td>\n",
       "      <td>11429</td>\n",
       "      <td>109.252.0.0/16</td>\n",
       "      <td>25513</td>\n",
       "      <td>ASN-MGTS-USPD - OJS Moscow city telephone network</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>37.190.60.252</td>\n",
       "      <td>3854</td>\n",
       "      <td>37.190.0.0/17</td>\n",
       "      <td>25513</td>\n",
       "      <td>ASN-MGTS-USPD - OJS Moscow city telephone network</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>46.138.171.147</td>\n",
       "      <td>26190</td>\n",
       "      <td>46.138.0.0/16</td>\n",
       "      <td>25513</td>\n",
       "      <td>ASN-MGTS-USPD - OJS Moscow city telephone network</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>79.139.234.152</td>\n",
       "      <td>3780</td>\n",
       "      <td>79.139.128.0/17</td>\n",
       "      <td>25513</td>\n",
       "      <td>ASN-MGTS-USPD - OJS Moscow city telephone network</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>95.165.142.64</td>\n",
       "      <td>27180</td>\n",
       "      <td>95.165.0.0/16</td>\n",
       "      <td>25513</td>\n",
       "      <td>ASN-MGTS-USPD - OJS Moscow city telephone network</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>89.207.94.137</td>\n",
       "      <td>27858</td>\n",
       "      <td>89.207.88.0/21</td>\n",
       "      <td>28891</td>\n",
       "      <td>CITTEL - CJSC City Telecom</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>195.209.139.6</td>\n",
       "      <td>20749</td>\n",
       "      <td>195.209.139.0/24</td>\n",
       "      <td>29114</td>\n",
       "      <td>RUBIT-AS - Limited Liability Company \"Business...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>188.162.228.48</td>\n",
       "      <td>35631</td>\n",
       "      <td>188.162.228.0/24</td>\n",
       "      <td>31195</td>\n",
       "      <td>MF-DV-AS - PJSC MegaFon</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>31.173.100.135</td>\n",
       "      <td>3959</td>\n",
       "      <td>31.173.100.0/24</td>\n",
       "      <td>31224</td>\n",
       "      <td>MF-UGSM-AS - PJSC MegaFon</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>94.127.203.159</td>\n",
       "      <td>1341</td>\n",
       "      <td>94.127.200.0/22</td>\n",
       "      <td>39264</td>\n",
       "      <td>METROMAX-AS - Sakha-Belcom Ltd.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>195.138.206.20</td>\n",
       "      <td>3696</td>\n",
       "      <td>195.138.206.0/24</td>\n",
       "      <td>41554</td>\n",
       "      <td>LEGIONCOM-AS - LEGIONCOM LTD</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>37.19.76.24</td>\n",
       "      <td>11994</td>\n",
       "      <td>37.19.72.0/21</td>\n",
       "      <td>42322</td>\n",
       "      <td>LLC-ZHANR-AS - MTS PJSC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>146.247.3.122</td>\n",
       "      <td>28137</td>\n",
       "      <td>146.247.0.0/21</td>\n",
       "      <td>57079</td>\n",
       "      <td>VARIANTTV-AS - OOO firma \"Variant-TV\"</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>109.70.252.4</td>\n",
       "      <td>11501</td>\n",
       "      <td>109.70.248.0/21</td>\n",
       "      <td>196847</td>\n",
       "      <td>TERMINAL-AS - OJSC SHEREMETYEVO INTERNATIONAL ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>185.54.40.8</td>\n",
       "      <td>21451</td>\n",
       "      <td>185.54.40.0/22</td>\n",
       "      <td>202078</td>\n",
       "      <td>MIXAS - Mix LLC</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                 ip  prb_id          resource     asn  \\\n",
       "0      195.34.46.43     401    195.34.32.0/19    8359   \n",
       "1      195.34.46.44     241    195.34.32.0/19    8359   \n",
       "2      85.141.144.7    1227     85.140.0.0/15    8359   \n",
       "3      91.76.130.44    3815      91.76.0.0/14    8359   \n",
       "4      91.79.193.40   20873      91.76.0.0/14    8359   \n",
       "5      91.79.78.136   11098      91.76.0.0/14    8359   \n",
       "6    195.42.184.129   23973   195.42.160.0/19    8515   \n",
       "7    193.232.224.27   10059  193.232.224.0/24   20821   \n",
       "8   109.252.105.219    3868    109.252.0.0/16   25513   \n",
       "9    109.252.14.245   14011    109.252.0.0/16   25513   \n",
       "10   109.252.29.220   17744    109.252.0.0/16   25513   \n",
       "11     109.252.58.7   30741    109.252.0.0/16   25513   \n",
       "12   109.252.72.225   11429    109.252.0.0/16   25513   \n",
       "13    37.190.60.252    3854     37.190.0.0/17   25513   \n",
       "14   46.138.171.147   26190     46.138.0.0/16   25513   \n",
       "15   79.139.234.152    3780   79.139.128.0/17   25513   \n",
       "16    95.165.142.64   27180     95.165.0.0/16   25513   \n",
       "17    89.207.94.137   27858    89.207.88.0/21   28891   \n",
       "18    195.209.139.6   20749  195.209.139.0/24   29114   \n",
       "19   188.162.228.48   35631  188.162.228.0/24   31195   \n",
       "20   31.173.100.135    3959   31.173.100.0/24   31224   \n",
       "21   94.127.203.159    1341   94.127.200.0/22   39264   \n",
       "22   195.138.206.20    3696  195.138.206.0/24   41554   \n",
       "23      37.19.76.24   11994     37.19.72.0/21   42322   \n",
       "24    146.247.3.122   28137    146.247.0.0/21   57079   \n",
       "25     109.70.252.4   11501   109.70.248.0/21  196847   \n",
       "26      185.54.40.8   21451    185.54.40.0/22  202078   \n",
       "\n",
       "                                               holder  \n",
       "0                                      MTS - MTS PJSC  \n",
       "1                                      MTS - MTS PJSC  \n",
       "2                                      MTS - MTS PJSC  \n",
       "3                                      MTS - MTS PJSC  \n",
       "4                                      MTS - MTS PJSC  \n",
       "5                                      MTS - MTS PJSC  \n",
       "6                  DATAFORCE-AS - CJSC \"DataForce IP\"  \n",
       "7   RUBIT-2-AS - Limited Liability Company \"Busine...  \n",
       "8   ASN-MGTS-USPD - OJS Moscow city telephone network  \n",
       "9   ASN-MGTS-USPD - OJS Moscow city telephone network  \n",
       "10  ASN-MGTS-USPD - OJS Moscow city telephone network  \n",
       "11  ASN-MGTS-USPD - OJS Moscow city telephone network  \n",
       "12  ASN-MGTS-USPD - OJS Moscow city telephone network  \n",
       "13  ASN-MGTS-USPD - OJS Moscow city telephone network  \n",
       "14  ASN-MGTS-USPD - OJS Moscow city telephone network  \n",
       "15  ASN-MGTS-USPD - OJS Moscow city telephone network  \n",
       "16  ASN-MGTS-USPD - OJS Moscow city telephone network  \n",
       "17                         CITTEL - CJSC City Telecom  \n",
       "18  RUBIT-AS - Limited Liability Company \"Business...  \n",
       "19                            MF-DV-AS - PJSC MegaFon  \n",
       "20                          MF-UGSM-AS - PJSC MegaFon  \n",
       "21                    METROMAX-AS - Sakha-Belcom Ltd.  \n",
       "22                       LEGIONCOM-AS - LEGIONCOM LTD  \n",
       "23                            LLC-ZHANR-AS - MTS PJSC  \n",
       "24              VARIANTTV-AS - OOO firma \"Variant-TV\"  \n",
       "25  TERMINAL-AS - OJSC SHEREMETYEVO INTERNATIONAL ...  \n",
       "26                                    MIXAS - Mix LLC  "
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "whois.sort(key=lambda x: (x['asn'], x['ip']))\n",
    "pd.DataFrame(whois, columns=['ip', 'prb_id', 'resource', 'asn', 'holder'])"
   ]
  }
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