{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Milton Crash Data Analysis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/alexhasha/Library/Caches/pypoetry/virtualenvs/milton-maps-gfMaDXEA-py3.11/lib/python3.11/site-packages/geopandas/_compat.py:123: UserWarning: The Shapely GEOS version (3.10.3-CAPI-1.16.1) is incompatible with the GEOS version PyGEOS was compiled with (3.10.4-CAPI-1.16.2). Conversions between both will be slow.\n",
      "  warnings.warn(\n"
     ]
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import folium\n",
    "import geopandas as gpd\n",
    "from shapely.geometry import Point\n",
    "import matplotlib.pyplot as plt\n",
    "import contextily as ctx\n",
    "import milton_maps as mm\n",
    "import seaborn as sns\n",
    "import logging\n",
    "\n",
    "from milton_maps.process_crash_data import *\n",
    "\n",
    "logging.basicConfig(level=logging.INFO)\n",
    "logger = logging.getLogger(\"notebook\")\n",
    "\n",
    "# Suppress warnings in notebook output\n",
    "import warnings\n",
    "warnings.filterwarnings('ignore')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "milton_boundaries = get_milton_boundaries()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:process_crash_data:Found 2173 records missing coordinates, and will be dropped\n",
      "INFO:process_crash_data:Found 555 records outside Milton were dropped by the geoclip.\n"
     ]
    }
   ],
   "source": [
    "crash_geodf = get_crash_data()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['Crash_Number', 'City_Town_Name', 'Crash_Date', 'Crash_Time',\n",
       "       'Crash_Severity', 'Maximum_Injury_Severity_Reported',\n",
       "       'Number_of_Vehicles', 'Total_Nonfatal_Injuries', 'Total_Fatal_Injuries',\n",
       "       'Manner_of_Collision', 'Vehicle_Action_Prior_to_Crash',\n",
       "       'Vehicle_Travel_Directions', 'Most_Harmful_Events',\n",
       "       'Vehicle_Configuration', 'Road_Surface_Condition', 'Ambient_Light',\n",
       "       'Weather_Condition', 'At_Roadway_Intersection',\n",
       "       'Distance_From_Nearest_Roadway_Intersection',\n",
       "       'Distance_From_Nearest_Milemarker', 'Distance_From_Nearest_Exit',\n",
       "       'Distance_From_Nearest_Landmark', 'Non_Motorist_Type', 'X_Cooordinate',\n",
       "       'Y_Cooordinate', 'Crash_DateTime', 'year', 'severity', 'geometry'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "crash_geodf.columns"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Visualize crash locations to help verify filtering logic"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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Oj4t885vfYjgcBsa97/z4Y5tMJqlUKrecddM0abVatFot77qGWJbFYDB44R6pqhoEy/xx1TSN0WgUPCd3azQcx6FQKHB5eUm1WmVmZoZQKISu6zQajcDZjMfj2LZNp9MhnU4TCoUIh8PU63VCoRCtVovhcMj29nbgOGUyGVRVZWVlBVmWsSyLi4sLZudMRFHCME163S7NZpNGo4FhGIRCoVtBkIuLi8Ch838Oh0NkWUbTNABkRaZSqbC1tYVpmoiiyP2N+8ghi/3zDzHMIZIYxrRnaHQX0ZUqWF1ESUSSBoiigWXaOKaNYzmIuuDNLwEcMA3bWx+9wMX3YdvbTpCnD9YS27YpnbfpdkesrKQI6TLjB3cDUO79kuQIpyc1d/6EdR4/fsTV5TVn5+coqsTavTyILWzbDL5D12VGgxHZqRTtToeTkyvub0xjWn2urjqomkw05gYndF3GNC0Mw3Kfi/GTH8sYgcNoZNFpD2k2BvT7FSzTpNVsMxqB5DmPE0zww4SJE/QZYHl5mcvLSw4ODlheXqbT7XB5ecnq6irJZDJ4Xzgc5v79+xSLRZ4/fx5QXV577TU+/PBD2u22l8EJBRQYx1+Qx1Y6x3GoXFfY3d1lZmaWVquJKApeVsmNkq+srKBqKtVKlYvSBYtLi0QiERKJBKqq8vz5cz788EMePHhAOp3BsroIooiiKMGmLgoijj1E8FMBnpEkCAJz8/NMTxewbRtRFDg9OcEwDOYXFilfVzg+vUCjxzC+iBYNIwiuMX9+fh5QL/yxeVUUqtfrcXp66ka8FJVUWmdNXGd/bxeAudk5REl65ec/KdyM1t0X/Q30Za7PnVdcb8mNRPpZGcdxI5bBvXMzYc1Gg+3tbWq1GolEwqWB5HKEw+HA0HMzaw624+BYlked8zdk19FBEMB2cBhzcgQ31XPXCbo559sO0rPNTb75zW9SKBT4//7BH7CxsRE4n5l0hka9zvnZGeH1dRTZpcXJskIul+P8/JylpWUK09N0ux0GA9fg8yO9uq4DUKvXPcfEPbIoirTabUzTRJZlEokktm0HGYv5+TnS6RTFYjGgiuZyuSDLIQgupTKfz5NMJjk5OeXg4IBoNBpkOcaNF7wIdq/X44033sCybXZ3d8nlcrz55psB1arT6dDtdvnDP/xDdF0nlXIdoXgiQdjLLF1cXHB2dsb09DTThQKyJLnf40BI10mlkpTLZdLpdGBYT09Ps7+/T6/XR0kowcy561D0er3AgO73+0HUfmlpiXqjwdLSUmCwvnhvX3zNsW2GnqPiZ1X87NmjR4+IRCK3jOxxqtbLjudH/32np9dzaT4hPUQ6nSYSiXDpORvxeJyDgwPqjTrZ7FRAjxwMBlSrVa6v3eBJJpNhcXGRcrlMpXJNJpMBIJFIEIvFAqfvbnZ13BkSRZFut8vW1haRSCTIDvpzZXp6mp2dHdrtNolEAlmWmZmZCWhr/nrWaDS4KJW4vLpiOBySSia5f/8+uVwuyOyNZ75SqRQHBweBIS8IAq1Wi+Pj42D9DoVCNBoNRqPRC/dJVdUg0yfLchD0ANeZUjyHeRy2bZPJZNA0jaurKwqFApIkkU6ng8yb73DEYjFqtRrxeBzDMBAEgWKxyNXVFYqiBJnG9fV1dnd3mfOCHoZheM9lgpOTEy4vLjAti6Z3HaFQKMjuuZkdkcFwwMnpKcbIYOPBA5rNJoeHh6RSqSBb5z/7AgJPnz6l0WgEc2D9/ioXtR2GRgfHAUVoEtOhM5ihb6RwrAiOFUUyR8hCH0XuosgdZGWIZVggCjj2TaZeEME2g+jQ9+EI+ZlUb9wtm4tSh1qtx/JKEj182wFy4bNCVPpdgZPiOQAzhTyZrEIyOYOsuK/btsW9ewVEsY3juEEtSYJwVKTbtshmM5SvrikUsoTDESSpQX9gEotrgIOqSUiSwGBgouty8P1+UMw0LbqdEc3GgG7XZW3E4hqL+QTDgcLubpFOe0AqowTXOsEEPyyYOEGfAUKhEGtraxweHrK9vY1hjJifXyCVSt3auH1Db3V1lZOTE/b29lheXiabzfL2229zfHzM2dkZV1dXzM7OsrKy4tEobohYjuPQbDY4PDwkn5+mXq8hSRKj0YiLi0va7Q6rqytoIY1atcbp6alLqUqmABgZBtnsFLoeZmtrk2fPnrGxsUHMi/aL0g3vW8B1rETv3P1sAICqqIR1Hcu2EQRQFMWjYelkcjNU+wrDfpnDgz0WPHpTu9OhVqsFtA7/My+j21iWxfn5OcZohCwrGKZJSJJIJhOsra2xv7+PIAjMzMwGUXH/s3drFV6GVwXAbvkMBC7H94yY+VSz4HfcTVnA5We7dQBF9nZ3EUWRh48eMTfrj4FrJJqWdXMQ74sdbjZjZ8wB8rNUga/mnYRPUYS7Bq2D7di0Wy3a7Q6JRJzhcMiP//iPU6lUKZVK6LrOH/zBH/D222+TSqWZLhTY292lcl1hejofRBkzmTTl8hXl8hVzc3PE4wlisRcdr9FohOEZTo7jRkpFUaTj0WAkyaXe+XPA/xeNRtnY2KBcLnN6ekqtXmdxYeGWcQv+c7fK1FSWYrHI1tYWc3NzZLNTyIqCJAqcXZQAWFhYoFCYwTBG6KEQxWKRZrPJ0tISs7OzCIJAr9ejUq1QqVSp1WpcXFwgihKRiEstrNfrLCwsMDc3FwQKHMe9yyIwNTXFzs4OnU7HzZ551xKNRimXr4jFooiekzscDl2KW7tFr9sLIuuJRILZ2dmgXsg0TXZ2diiVSqytrb1A9Ryf35Zl0e/3abfbtxyVWCzG8soyz3eeB7+/qrbH/9227SDb02g0aDQamKZJKBQimUyyMD9PSNeDbEyj0aDVbvPo0SN0Xefs7Izj4yKxWJxGo0GlUgkyEIlEggcPHgTGseM4bG9t0ev1CIfd+pPC9DS2bb3g+Ny9dkVR+Oijj6hUKlSrVfL5PM1mM3DqwuEwiXicy8vLgCqbyWQonZ9jWlaQJa/VaoiiSDabZWZmhkwmE9QxvSwr5jukfrYFCGir4xk1TdMCyvE4FEWh3+9zeHjIcDjktddeIxKJBE6xH0S4C03TyGazVCoVBoNBcD/Oz8/p9XrE43EcxyESiVAsFun3+/T7/WD8ZmZmKBQKWJbF5uYmw+EouB5RFGk2m+i6jqZp6OEwh4eHZDJZpqZyxGLRIDvtL1Ddbo+TkyKCILC6ukI4GiMWjyOJIldXVwwGA2ZnZwO66fn5OQcHB9i2jSzLvP74dQw61NvXLs3Xc15ksUUsZHpZWBtbSNDtZ+hbWfpWGnk0IKzW0JQGAkNMbETR93mEP5Jt77GM3TiT7XBV7lK5brOwmCQa1XjZluJTkSUxQvH4gl6vTzweY25+CsN06W8rqzkkSeTo6BTbdri3XkCU+tj2yKXNaTLD4YhkMkaj0eSkeMGj1xcJhzX6PXcOiaKIokAopDDoGYhpHdsB07Do9QxarSG9rnu8WExjfiFJOKIgyyKSpGCGY8iyRL3eJpPN8NKLmWCCP8aYOEGfEUKhEIVCgadPn6J4kTQf4waev0EuLCwwGAw4Pz8nHo8jyzIbGxvMz89TLBYplUpcXF6wML/g0m7CYWzblbM82N8nm82wtLREtVrl+PiY7e1tRqMRa2v30PUwjUadk5MTcvn8TZGvYyMiYFkm8UScN954g83NTba2tgIKj6qoiMKNI2RZdhCFRxiPwto3+4xDQNuyHTBMByUUYX52nXatzOHhobsZDwYMh0MikQi5XO6VkWzbtrm4vKDRaLC8ssLV1RWj0ZCQpiEAiWSS5eUVjo4OEQWB2dkbVRvb8RIzeBvTx9yz8SBh4Oz4Px0/0vyyXNDLdlgHx3NWb8QRBERJYjDos/v8Oefn52SzWdbv3yeZSLqF45b56hMU8Jwvf8zHz9TLADljtUp3nJ+bShb3tWq1ykmxSCgUAmB5aZlqtcLz5ztMT08TjcXYePCAZCKJYRqEwxGmcjmuri6Jx+OEwzp4jvzc3BwHhwduQb5XF3HX+fTpPn6E26fEtdvt4MzcKPQs2Wz2hWxPoVAIItLb29vkp6cpTE8HYgL+MZPJJNFolKurK9dpqtVYWFjCwebg4CCoKfON6ng8zv379zk7O+Pp06cUCoVAYCGZSLG4sEi73aHT7dDxHIrr62tGoxEHBwdcXV2RSqXcjEU8jqZpSJIUjIVPO/OpVrlcjoODQyrX19i2TbPZDAzTaDRKoVAgGo2iadot2he4xvL83Bx7e3s0Gg3S6fQtB8aloLlZpEajcavGp1AoEIlEghqky4tLACzTRB7LNPjZx/FjtVotev0eAgLtdpvZ2Vnm5+eDuo7xzJHjOFQqFVLJZCDWMT8/z97eHu+//z6iKJJIuGM+GAwoFou3gh+RSAQ9HKZWrRIOu1m3/PT0rUL8VwqXOA5LS0scHx9TqVT47ne/y/r6evB+URTJe9m4fr9PPB6n3+8Hxt/m5ia6rrO4uEihULg1l1/m/PhQVRVd12k2m4ET5M9dP7PX7XYZjUaMRqNbtF+fLubPy9PTUwzDCOb1yDBeSnP0Pzs9PR0IIszNzaFpWpAdGq/V8Z2i+/fvo+u6VxdmIMkysiwTjUap12vB9SQSCep1l+opiCLpdIZBf8DKqltX6lhWEJBzHIdut0OxWHSpzQsLQSbWMi2mp6eZmpri4uLCC9jlmZ9f4OnTp3Q6HQAKhQILizMcX3+IjZvxRgBFk7AtB8HuMRrZqLqMKNUQhRH9URrL1jFtndZwBmWURFcrKFIXMAALy1LpD7PYyN9X50Tbvllf67U+V5dtCrMJEkmXcv4qCILEYADlchVRFJmbnyYUtjBN935adpOl5SyiKHF4UMQ0Le7fn0fRBCxrCDiEwyJtY8R0Pkfx5Ix6rU8ikeDi4hrLcpAk0RPJUWk2+rTaQ9qtIe32iG57SDiiMl2IEo2F0DTZm+butdi2hapCLBalXm9imVNMWktO8MOGiRP0GcHNxJTI53NYls3h4SFra2u3qEDjXH1XqKAT8OB9BR1VVXn48AELCwscHh5yfHwcUOvS6TRHhy71Z3FxEUmWSaZScHx8i4bTajUpFotkMhkKnjERfL9nfFqmiR4O8/jxY3Z2dri4uAjO9aaY3qVmiGPGqX+sm2zDeEG+9xnLQRQgrGskvGLrUsmtX/IpHboedh2pl9BvyuUyF6ULFhYWg1qG0XAIcQKadzKVZMlZptvtvtJg+CQIvt2nmt05H9t2r+UTHd4jYzuA5I1XrVoJ6DjLy8usrrmKa1ZQGHv3GHf+c8wIdPCMssDJcV4Yw1vj4Nxww7udDudnZ+TzeQoFl8Z4enpKSNf5S3/pL7mF6aEQJ8Uiw+GAqayrFDc1laPVbFIqlVheXnLnBq4jmklnKBaLLC8vB7U74/BrG3znRpYlhsMhg8EAxyEwlE48x2V+fv4WTUsQBMLhMOvr64GiVb1WC4rffSPZzwj4EeezszOeP9+m74lMADdz2ht1SZI8lUa3qL5UKqFpoYDSp4fDRCIRCoVpLMum2+nQ6XTcmohmk7PzM4rFYmBMuqplLn3r/Pw8oCD5mZnhcMDR0RF6WCcei5PL5YJsz3j9x3iNCLhGfDyRIJPNcnZ2FmQLul59RqvVwjTNwIidm5sLxBvG6W5+BqRardLpdkmlUpimGWSkGo0GnU4Hy7KCgv/5+Tk0zZ0TtuMQCoVurWH+PRIEgcFgEARSDMNgZmaGYrGIZVk8fvw4yNaGQiHOzs6CmhbfUZyamnKphoXCLZGHu/P67nph2zbdbpf19XU+//nPE/OU9/z77jpgCaLRKMfHx0iSRKVSwbIs4vE4Dx48IJ/PB4GBl1NJX4QgCKRSKSqV62Ce+xmlXs+tofQdRr/mcnzsRFEMHF5FUTAMw4vyKwwHg1d+r23bQVbl8tINTjQaDbrdHpeXl2Sz2UD10Ke+xeNxN8s1NUXRU6XTNI1kKsXZ6Wlw7FQqzcHBPoPBgHA4TDwep1Q6ZzDoBzU97rjYtFttTk6KhHSd+bl5QiHNFSXwshqqpiGKIisrK17QA46O3P3McRw0TeP111+jMyrTGdQRcAUNZFUEASTZzea4qoQ2ogAhtYmmtHEcHcPK0OolMOwo5iCMLPaRxD5hrYwkmUiKw0sScJ8IrsPg0O8ZlEotstkImUz4e+4BkqRSrwy8DJ1GLpfAtnv467zjWJhWg8WlFLIksbd/xM62zcaDBc8RGiDLEpJsEE8kCeshzk6vWF2bxXEqDIcWoijQ7xn0+wbN5hDTdNDDClNTEUIhd41LpcNI0rhz49fiWbSaNY8u16PftxGEjxcRmmCCP26YOEGfAQzD4OLiAhBYWloG4ODggIODgxccIZ8bv7+/TyqVolC4aVLmK8XJsszi4iJPnrgSrFtbWzx99oxIOEwmk2V5ZQVZUXBsm4rHr1+7d49Bf8Du7nNGxoh0Kh1wxP1o7d2MlG07qFqI1157LVC8+uijj1hYXKQwXUBRVY8CdUOPu3GCbo+BEBTwOxiWjSyJiIKILInkclPIiszV1RWAZ8jdRFnH6Vv1et2l8M3NBdLZqqoxGAxufakgiKTSaZKeMex8TNT2k8DP3jiC84Jv4tPaXgV/bEXvnaLkyo+fnJ5yfHSEJMm8/vrrzMzO3o4w+7Q2xvjsr/6WW9fv3Pn5ajiMhiNOz84IRyIUCoVATevi4oLXXnsN27b5/d//fXK5HIPBgFarSaFQcKljeoiZ2TmOjg65vq6Qz+cRRHcezM7OMhwOOT4+ZnFxMVAn9OHXiwkejU6W3aJo0zQDo3x2dpZoNMb5+Rk7OzuBzPS4dLRvJLtGWYmDg4Og3uCucEI0GmX9/jpbm1uUy2Xu379PtVq9cZQdB8e2qdfrlMtllpeXSCQStFotut0euXweWfbq4hwH23K5MX69SaFQwLJtBmO0s0ajQbFY5OjoKDBsLy4uabWaWJarlja/sEAiniASCb/goHzs3fOoodFolPPzM7a2toIsiq7r5KamiESjhEKhoLh/nDI4fpxEIkG1WuXq6io4936/HygRzs/PBxmpcbpfOpPh8PAQy7JeoJ76dLFxap1lWaiqSj6fp1QqBWqHvjpgLpejXC6Tz+eD46VTKU5PT2m1WmQymRfWLP/77sIXtDg4OKBUKvH2228HWWmAQb/Ptac21263CYfD5PN5crkch4eHt9bIV43/3b/555RIJDg7O2M4HAay7f7x3YyYRrPZJJFI3MoE+XNaluXAgfXrhjRN84IEzq3xtSwLy7IwDCOo27ny6pd0XSeTSWPbFktLS0FmyjRNSqVSUMsTj8dBEGh54h1Rz6EGsGyHcCQSqNqFw2F0PYQeCtFsNIjHYt75WNTrdc7PzwOFQkVRvLovC0EUUT3nz78/2WyW0WjEt771rUAkYnl5mex0guPy+ziOhW05SPIN7dqtcXEQRAFzZINgYxk2kiwgiiYhdYgoDGj3phiaCoJoEw5VUeQRomCjmW0GRuoTPWMv3HNcme3r6w6RsMJULswneVwFZJotV9Y8Eo24Aga2xTjPwLYtRkadbC5KvZ6mVLrCcRzuP1hECwlAHz0s0W52yeWnKB6f0u/nEQWJ0lkTBOgPTARJZHo2Tjqle6pyAqomc37WZDSyCIdvnl/DsKjXB9QqXRwHwnqUdgvKV3Vk1Xrl9UwwwR9HTJygzwClUinoh+FTf1ZWVl5whBzHYTQasb+351GK5m9x/H3D8OjoiMFgQKFQoFarsbi4hCBA8bjI1JSApoWwbZuqV/MjCAJzc/PguNK3Z2cuvWI4HCIrCv1en3L5itnZORRV8YrsbzI6oiSTy+eDIt3nOzuumMLiIpl0CtmLVvtwF9YRlmXjk8rcuhfXGDItm2GvyWgooylhJEnCGBlBv5vroD9MAVG6caparRaHh4dMTU2Rz+VdYwYHTXOLiO9mfF5m7H0SjJs0wth/CK/wKByPcnbzXePf6abC3NodEUFwuC6XOTg4oNlsksvluH//PrFYDMu+7ciM4/vJYwkQqPiNO5XjsC2b0kWJbqfDw4ePAuei3+8Hxpb/8+DggHA4zNLSEr//v34fTdP44hd/hGQiQS6Xo1QqEdJ1EvE4guBSaBYXFzk+Pubo6IgFr24noDEJQnBlfhax1Woxrlhm2zbRaIS1tTWq1aonNV1lbs6VRPafDz+y7ht5p6enbG1tMTMzQy6XC5wPURRp1puUy2Wmp6dZWFx0naCxe9nr9Tg7OyObzZLJZDBNk9HIIBaPEYlEvfv84n3yjVhREIhEIgGVzTAMOp0Oe/v7VCsVHMfh+fMdZmZm2HiwgaaFEEXJkxr/3m7reD1Oq9Wi3W57RrJbt+QrTvrOyl3alm9AjwdXev0e9XodcBsjTk+7whILCwuutP0YxfDuMxaLxbAsi1arhSRJtNttV/1sNMS23Ge+1WoFWSqfpjczM8P5+TmlUol79+4F55nJZLi4uAioZIIgoGpaUOCfyWReoI+9DH4d14cffkiv12MwGFAul5nKZmk2m1xcXFAulzEMg2g0ysOHD8nnc4TDbu+aw8PDVzo5L6+ruxlf3wmVZTlwrubn528Z/26Gpsvc3NyNkwjYnkPjOG5vIdu2g6BEt9ulVqvR7w+wLDOglPo/RVFEVdVArKFQKAQNu/2snj+m/n3rdrtonnS7X9uWTqdRVZVIJEK323VrdBSFWDxOvV5naiqHJIokkkkq19du8EMQKJfLXF5eMjU1FTx3PpVSVdWgR9X4cy/LMtvb216g0K0/evjaAxq9C/qjnlfrCKLs98simFeCKCApXjBEFrAtB9sGSRohi2V0xWRkzWLaOpatowk9N7gkeon57/GsvQyGIRDSRAozcURRQFH8NYjgp+Mt5W49jkB/JBAOSfT7ruqlqigg+Fldz9G0bAZ9g0a9T7N5BY7I3Nw015Ua21vHPHi4REgXcJwugjgkGkkhCCJHh6cIoo0gO4RjGom4jqxJhGQRWRbcXkKCQDisIIoCnfYIXVcwDItGfUC10sV2IJ3WSaUjhLQMvd6Ik5NzNG2SCZrghwsTJ+gzQL1R57VHrxEOh4ONW1EUlpeXOTo6Yn9/n7W1NWRZdotCHYe1lZVgI4MbwyOZTLKxscHR0REfffQR6XSG5ZUVQpqKaZqcn5+Tz+eRJInDwwPy+WnK5Suv/kQkn88RTyQ4Pztlb3+fwnSBZquJKLjy2kF/nbF6Gb9QOxqNsr6+Tq1W4+TkhKdPPyKVSrG6ukY6ncYv2nUcx93QBIFcLk9Y14NMkAAokkCj3uBwWGNpaZFMOkO9XsOyLNLpNEte89aRYTA7O4csy/T7PY6OjoLoou8AiZ7x2263X4hEf99wbq7/Dnvse33E+6CvVODV5Qh++Y5r/J6cnKDrOq+//jqFmRkkUcIKsj93vsg3uF/pgL3aaXJunfzLDHe3YP3s9JR4PIHu1Vv4xqNvoMwvLFCpVjAME8d2+O53v8vCwgK53BS7u89ZWV0ln5+m3+tzelJEW7tHKKQFjsnCwgLn5+ccHR+Ry+WZymbdOhRuMly+UetTY8LhsCeY4ATnkc/nPf77RZApnZ+fDzKp4xH4SCTiOfwutWp5eZlYLIZhGux64hP37t1D8ua7YzvYuOIT5+clJElmeroA4M0tk2QieXMvxmmJr6jNGM98NJtNcBxef/11ZFlmb2+PcrlMMpl0s8OC4FZcv8Td9Y8zGo0C9TW/h0okEmFqaopoNMpgMOD4+DhQHrtLTbt7zF7PdXwqlUqQMQA327Cx8eBjnyX/uvymsb1ej83NTVRVDSSXk4lk4HzG43FqtVqglmaaJpFIhGw2S6lUCuTwHccJapaur68D8RhBcKWxtzY3AzrWx12fL6qgKAqPHz8O5pGiKLz33e8GzVV1XefJkyeBBLR/bS+V5f+YgIrf+8rPUvkCAUkvuzY1NRWIRPhO7MXFRUA53NvbYzgcBhLY4/VXPmXUbwQcjUZRVBVVUVDu/PNVBweDAe+88w79fv9WnyFfVEdRFDRNJRxxpbFTqRSiIJBJpzk+Pg4U6BKJhFu7NHRrydLpNAf7+wyGQ8K6TiwW5/LiImjcfH19zfT0NNls1num3TYK4bD+Ugqj7zRvbm4GtVHr6/fQYyJHV+fYjo1peFkgUfScHLcW864IiCOIiBLYloNp2IiSgyzXUMQYIytFb5RBU9tIgoGD+OkjS95U27tKcE8ekohYGIbIaASybIMAI8MN8BgmdHoS9Y7IwJQYmgKzWRXTEsYO5v4zDJtOe0Ct2qfTGaKoEpmsTiKpE9ZThE919naP2Xx2yMOHq4QjAqGQyWhoEYtF6fZ6rNyfwxB6Y5E6AdMB06PuSZLrrEWjKrVaD9O0adTdZrPpTJh0OoIWUhAEBdsETVOp1UxmZvOfcpAmmOAHGxMn6DPA3OxcoMoDN4arqqqBI7S7uxtQHdbX129xrH34m75f6BqNRlhdXXU3fEFkbe0e9Xqdzc3NQCUon89TLl8FUsmCF6VeXbvH9XWZs9NTut0ujx69hiTf2aRuvhjTNKnV62zv7DBTmOHtz32ey4sSx8fHvPved5jOTzM/P89oNHIzVtksvW6PnW1XmnYwcAs7ESAcUohl8ohmnf29PYbzg4CSlM1mKczMoCgqxaLLTy8UZjg9PQl6B7l1J45rM3oGx8gwMLz6JO+Ub12HdXMpNxG726M7Ns7uT7/ANzB6P6YG4AZ+Nud21FySRA4ODigWi8zNzXFvfR095KrnuU1Nb93oT/A9Y9/4Cc5L8KL+onDzft9JGVcpBBHHK3Y3DIPLq0ui0ShvvfUWv/+/fp92u82XvvQlrspXfOc77/KFL34xqF+YmZ3lYH+Ps7NTlpeXAwPYL4TXK7oraFGvu4prnpHk06B8mWYA3TOabobEPb9QKMTS0hKZTIaTkxM++ugj5ufnA8d/vAaoUCiQTKY4PT0J5LTb7TbX19esr6+TSCQCZS7fOL2+LtNut1i/fx9N0+j3ezQaDaanp5Flibudnb7XPen3+xSLRbrdbpClkmWZSCTCO++8w/b2dvDM325c62ZLXPphKyhkx3GIxmKe6p4rujCuNCaKIp1OJ6hhuXs+hmHQbrXcZqjtNpqqkp2aIpVKEQqF+O53v8twOAyM4Ls1MH5Wq1Kp3OoHk0wmcRyH11577QVj16dsJZPJwBEYzwb5Kn/Ly8tBrY6f8e73+4HDE41GCUciVCsV9Pn5W2M1Pkf8Pjb/7b/9N1qtFrquc319zcLCAuvr61iWxerqKrquc3p6GjQNHhdjGP/5cc6PvyYLgsDl5WUg728YBqqqMuU5bm4/M4IeQaPRiFqthuqt+T5F0Fe/UxQF2RMo8OmRd+nK4764n0Hy68ei0SiJRCJwPCVJIpVKub3HOk1CYYWROcCWBzSa3aAOyG8a2+l0SaVTgcpdr9cjHIl6ksxuXWkopAViHYeHh8iyzOzsLOl0OhA5MUzTe5blm1YK3NSJyrLM1tZWIIueTqdZW1+h0ioyMgde9tbN/pgjV2lUlIRAgGCcCunfJlEEW3CzRYLooAhtRiQx7RCGGUFSGlimGmSYPjnc949skd5A5Lqu0ujLiBIooo1tgekIiAKYNkgihDSLTMIgErJIRETspmuCGYbJaGhTvu5QrXQZGRaxqMrCoqvW5tfsNFtVWq0e+ekszUabZ0/3ePTaGtFYnHKvQzIZp91uoykhBNHCMIfBNmU7Dv2RQ0hxacemYWFZDrVqD9OwyGQjpDMRrzZNZjR0qFa6VKtXSJI7Fy9KV59yjCaY4AcbEyfoM4BvZL6sqHbcEbq4uAgkZO9u7OOfK5VK1Ot17t+/jxZynSXbtglHwqysrPD06VNisRjzCwtYpqsuZpkGgiwDIgKuoTA9XSAeT3ByUuTk9ATHsYOI5TgEwDItclNTrspQ+YqpXI77990O95eXF1xeXnF5eYlpmgiiSD6XIxZP0Kg3aHdaDIZDV9EH0DWJsBYilppBGLpSrY1GA1ESvUawIulMBkVVOTzY58MP3g8K4H3J5EqlylX5CttrNuhGV01U1R0P8U4a54aqMF7DNHaFLxg6ztgPx8ukfEp4xxRFkYuLEnt7e+TzeR48fIgkyZ74Abwqy/Nx+ESOz53zuPn15ndfotk0zVtS2v2+W+zcbDS5uLxkdnaWQqHA0vIy3/72t9nc3OTNN99ED4WC89d1ncWlZfb3dimVSszNzd2i/0xNTRGLxSh7dEBN0xh6VDtZUeh0OpjefG01WxwcHATqVneNUr9ovVqtclw8ply+Znl5mXg8dstQ1MM69+7dp1avsb21SavVCnqknJycBL1nHKDb7VA6P2d2bo5oNIbtZUvi8Xggv/1p7k2j0eDo6AhVVbl//35wDMty6yZisRiqpnF8fMxwOOTBgwcBBapRr9PyaG6qqhKPu2IJ0Wg0UHO7ey9VVSUajdJoNILrghtxgEqlQq1Ww3HcZp737t0jFo0ij1HdwHWUfClky7ICGtX19XWQqYvH4ywuLgaOWK1WY29vLzDY79LIfCfGp265wi9dut0ugiAEwQHfgYrFYiiKQq1WC+q6RFEkn89TLBa92qybhrD+3yVJwrYsOt0uuVyOZrMZ0L2+8IUvBL2V/GxUuVzm6uqKpaWl74s6688zVVVJpVI0Gg1yuRzg0gwrlQr9wYDnz58TCoWC7Fe/36dSqbCxtsbCwsILVN6Xfc84bOem5xhArVpx71koxMzMDLIsk81m2d3dpd1uB06uHg5zenFEJC0DDoJq0ht26XQ6QXAtFovRaDRIppJBdsxvyKvIEvF4nHqtRsITXfCziL5wCbj1Rm5LhDCSKOLJaDK+6qqqSqVSYXt7O8jiP3iwgaCOaNau8anEsupmgAyv8F+WX0LLdF/wJQYQRAHbcl+XpSGCaeM4IrYj4jgClqW4a/qnueVeMt20BY4rOqYtkIyazKaG9Ecy3aFAJmaiSjamLRDWbDTZcquXHAdZkonGIh7deEC53OHsrIkkCazey6DrcrBUOw50uwanxQbhiMrycp5uO8/W1gEffbjLo9fuuXaCbYMg0G52iOd0RsYwOF3HcYN/7e4Iq25Rue7iAKurGZLpMJqqIogKw4FDtdKmVu2gqDoL88tkMhlq9Rrf+ta3PsUATTDBDz4mTtBngI8rcvbpH8vLywBcXV25xtFLDB3HcbiuXHN5eRn0CBovyLcsm7m5ecrla2q1GoN+P4h0dzodksnknQyJmxW6f/8+5asrzs7OaDSbzM/NBdFX33kzTYNwOIyqqfQ9w7XZatFstVi7t878/CKHhwdBDVKtViMWj5OdmiKTzVCtVjg9OUEQQBFF4mGZztBktTCLaYyoVCqBspivwBWNRoknEvT7fZaWl92aAtwoZbF47G7sepjBoE+1Un2BwvKy/U248/rHGj7Oi1H/uxS5VyGISkoi7Vabra0totEoDx48RJbcqPMt/e1XnrGP8Tn08bUQ7vf7c4fgvS97u+M5PL5ClNtCw434JxIJZmZmKJVKxONx7nmNE/v9Pqurq8zPz2MHdDXJVeVLJFhcWuLo8AhRlNz+Qf4ViCK6rrOwsBBQc/zO9fFEgkajgeM46Lru9QG6Znt7m9XV1aC/yvj1ybJMLpcjmUxyenrK9vYWU7kcszMzQSZEEEQkWSIaiWBZFslkkrfeeptOp8Nx0ZVNBhgOXSpZPJ5gaso1YrtdN2Kfy+U+sVCBj263y+HhYeAsjNfUdLtdSqUSq6urZLNZDqJR9vf36XQ6gfJZOBwml8uRSMTRtNBLqWl3564gCKTTaU5OTgJaVa1Wo1qtMhgMiEQizM3NkUwmb52Pb4D7z48sy5ydndHv96nV3M72siyTTqeZnZkhEo2+0KxT13Vs26LX692q/fFpc6PRiE6n49UwtTAMvxmu2xB4d3eXy8tLFhcXA4M4m80GvX3883VbC7g0Tp9y5dc9tdttyuVyIFeeyWT4sR/7MUqlUtBWYGNjI8hM+U7V+fk5MzMzaJr2iYILd8ffH79MJkOlUqHb7RKJRGg2m5QuSszOzgbOvJ813d7edjNFXnuCT/O9L0Paay5dOi95bQucoPanVquRSqVAEMhmMhyfHqAnwoiSgKxISBrU6rXg/el02m1uaphIkjvvfDlv30ny6XuGYZDL5chms0Hm191zhECMw91Hbs9XSZJAEPjwww9dqiiuGuTiyiyl5g6GNQoyR47jCpDIqpsNswwbURJdihxeDGbce/BgGzaCImIYYRxHQhRNJMkEQcS2pbus1k8BgZEtokg2s6kh2biJwI3UnF+35L/XrfUx6Q+aqGoKWZG9VhA66/dnOD66BMdlC7gZaYdez3WA9LDC7FwchB6JdIRHr62xtXnARx/usLS04NZxRaM06i2y+fit59gybQadIZf1Pqoskp2KkM6E0VQFB5n+wKFaadKs9wjpYZaWVkkm08GzNp2fJjc1ocNN8MOFiRP0AwZ/85NlmaWlJY6Ojjg4OGBlZSXg9fvvazQanJ+dMz8/f4srP74BiJLI2toa7777Lk+fPguMlZvmei/qmMmS2yU9Ho9zcnLC7u4uhUIh2NiAIEJv2zayt7ENvQyMYzvE4jGWlpcplUrYttt/pVqtsri0xNTUFIpHNwGXJhDVFepdg6Hh9oWxbVcl68hTmcpmp2i3W9SqNZZXVjwHzt1gT09PiEZjLCy6kszdbodmo3FHAe57b28fR3W5ZZOMldN8mmixIAqMhkOePXuKbds8fPiQcCSMZY5lgD7R4fyIpfAJKXm3z/Umq/jie3xFqVAoFHyHbbuv+dkHf95pWoj76+tUKxUWFuYZDkfs7+2iyArD4YDLy0uePHnDrYuwHY6Lx4Dj9hUZow35kf5IJBLU7ui6TsvPMiQSTE9Pk06nKZ6c8Pz5c+bm5oJC67vXqGkaKysrZDKuJPfm5ibzXgNeWRaxbYvt7W1M0+TJkzeIxmKE9BCRSNitPRuN2Nvdw7Is1tfXkSSR4XBIq9UilbyJht/Ar9F6eVG8YRicnJwQ0nWWlpZvmn7iSs8Xi0XiiYRndIqs3buHLMvs7OygKApvvfVWQC97VQH+q+ahqqr0+302NzcD1bVMJkMqlQqM8PHP+jRAX/UP3Gf88vISWZaZmpoikUgERf7jqmR3v1fTQrTb7UAJrdPpeCIJbYbDIZLk9r7J5fKB/LcguMayT4lb8Ir4BcGVmL68vAyK+cGt8cmkXWdjamoKwzC4vnYDQ61WC1mWSCZT5PP5IBMSi8X4iZ/4CarVKtVqNRBWEEWRVCrF+fk59Xo9KO7/JPDns+PYWLbFyBygaC4NrVqtEo1G0XWdeDweNC31565hjLi+viaZTAa9c/6ocDMHPUzTxPIMaf/5qlQqLC4tAQLxeALBkbBGIIbcNSEUUWg264GT4/dC6na7xL1+dpZl0Wg08MUPJEkiGo2SyaTRQhqCF6Tx63pUVQ0cHQTRpbHdyVqenZ1xcHAQULwfPNxgYDVo9+rBRTmAZbg0RVHyAjuOgGM7XkPom/fdzQwJooBtS4zMGIigSAMUachgkMBwIh+r6PlJEFJswpp9UwuKe7n+7TRNm25nRLXSpVbroesqq2tZwnqIVqtDo95hfjGGFqpQr/cJhWQGQ5NWc0D5qoOiiMzOxlAU0QtEdonGQ8zN5djdPWF//5DFpUWWV1Y5Pj7CNAQUScawR3SaA7rNAbZpYVs286tpEgkdxxHp9Wwq103arQG6HmN55Z4bGJFVV/nOMrBsg5AaYWVl5Y80RhNM8IOGiRP0AwrHcQLp6+PjY46Pj1leWUbz6F3tdpvj4yMymUwQPXQdoLFjAKZlkUgkWFpaZHt7O6CryIp8633uJnHzWT/z4vaPKFMqlWi2Wsx5MsOmaVKv11FVlVzONRYGwyGSKCFKEo5DoCIW82oWLi8vefb0Kal0mlQy6UZfBVcpTtdEdE2i0+0HkUBfRvnMk8Ltdbskkgmy2SlEwS2cL3tdxtfv30eWXdqeJEqBQSL6zkKwIb5aOep74/ujx/iwLZudnR0ajQaPXntEKpUK6IkvSQN9JhiNRoER4hsFfhYhFAqhqiqzs7Ps7+9TrVYoTBf43Oc+RygUot/vY5omW1ubHBeL/OkvfQlZkREtgampKRzHoVg8Bgjm7DhEUSSXy7lOyN4efU+MIeXVjqiqysryMpVKhZOTEzqdDnNz8+h66IX75zdFjUQiXF5eUiwWPeXERa6vr7m6umT9/jrZbNZTLXSN78XFRT766COuK2XSqTTGaIQiy7SaTcK6/jE0uFcLDlxdXdLr9dh48NCVkR/7SLl8Tbfb4/XXXw/qY3AElpaXkSSJ7e1ttra2eOONN4hGo0Em9y7Gz8k0TdrtNtVqNajTMU2Te/fuEY/Hgmj+uJqaT3NrtVo06nU63W5wf3K5HJdXlywvLxONRgPn9WVKaf5xDcNA0zROikWXAtbvI0kSoVCIVCp9q9mrL5k9/nN2dpZnz55xXamQy+Vu9SOqVqtBPZEsy0zlcjx79pStrU0ajSaj0Yh4PM7a6ipTuVzQkNVXpPMlqjVNcx3QeDwIMKmqGqjOjQd9XnVvb/7bxrCG9EdtesMmvVGbWChLKp3i7PSMwWCAruvMzc6xu7tLtVoNjl9vuPVdPi3v45qufhzcsbMCMRtX7VMORGP87N3Z2RmDfh89HEENaYT1CP1OBzkUAgRCukqt1qXb7XgqcQphXadWrQS1Kb5anq7rpFIplpYXEWXoGy3MURddTmKZdvDcug6QiOhngcbOW5IkTNMMVPsEQXCDHIU0Z7Vn2LbpUtsEV+QAQQiU4QBECSzDwbLtW3VGLx0jRGxHDZylXm+K7iCBJSifKKP/cUcOKQ6qPE75dEUIhkOTZmNAvd7HGFlomowoCiQSKqGQQyqdpNlsU6nUmV9Ik0pFOD9r0O8bDPomkiyg6wr9vkG7PSIlS4iS6/hV63UqlRZLywXq9S5np2dEwlFWV1YRZRtN0RkNbXpVm/xUhFhco3TWpNUYIIky9dqQTntESI+yvOxmfmTZHR/btuiNWjR611i2SS4+Tzwe+6MM0gQT/MBh4gT9AOBuhN7/b58a53Y4P6J4XGRpaYnRaMTR0RHxWJyZmZlbBeDB572f7iLcpz8YEI3GAj58YHBxx/wOQlc3BeUzs7PE43HOzk7Z3d1lulDAsixmZmbITk2hqe7maVmmV3DvSg/3PCnVeDzO2toas7NzlEolzs7OqFxfI8uyxy3PoikyUwmdevWaXq83FrFOIysKO9vbhMMRZmfdOgGXBufKxM7NzxONRAJHp9/vAyDLCoIwpvrzygDrzQi8Ogh7ly/+KaK1gutOFIvHnJ+fs7KywvzcvGv0jX37p9qFg8zD7fO4e/6vOuSrlLR8J8jPdgiC67zZth3QW2KxGPl8notSiVg0Riwew7RcLvrFxQXPnz8nGo0Rj8f51je/ydLyEoXCLFO5KWzb4uzszG3GmM2+QGlTFIWFhQV6PVeAQFEUUqlUcK5+3xhd1zk5OWF7e4vFxSXS6dQLTpVv1PrNUs/Ozvjoo49otVpksxlWVlZdFT7HFa9wHOj13LmzsrIKjhMUkvuF/J+GBuc4rhR0qXTB8vIykXA4uEFuzVGX09Mi8/PzhMP6zedwheHm5xewLYtnz57x3e++x6NHr7mOs/Virw5fNKHRaFCvu1H8SDjMwsJCIAUdj8cDo96XKe71ejSaDVrNFoPBAEWRg/uraho7OzvMzs5ycXFBu90O6njGxxi4VSvkN1Lt9/sMh0My2Syzs7NB9sN3dO5moPx//X4/yDSdnJyQz7sUHFEUXbWyYhHDMJAkiVqtRrFYpN3uMByOmJqaYnp6OpBLd+XMRwiCwPvvv48kSSwuLmIYBjGvl023273VvDcej3N1dRVQhl91bx3HwbINhmaP/qhFd9igN2wxNNx1T0QmEZ4J5K91XScWi7mS7WeuAIPfAsB3UP4oWSDTNKlWrklnsiiKQiweYzgc3Dqmnx1tNBqEo1EEWySZSnF+2SRqgSA5yLKIqMBVuQwIdLsdut0O/b4rygEQ0nVvnBOICvRHLZqta7rDJoqgk43IRPTEDY1bEBFE0XOAbi9Kqqqyt7fHyckJ4CpBPny0QXd0TXfQ8uaZu5dZho2s3hbaCNbCj1k/bcchEIAT3cdwaMYYmjEvRvZHCz4JgCrZiGPrcb9vcHXZodUaIoqQSIRIpXRUTaJ03qLVGjIcdshmk5yelDzBkwGpVJx+f4hh2MzMxgiHFQRRoHzVoXTmjkcqrdNpjzg7aRCLaSwsJlleXuWjDzfZ2dlmdW2NleVFbES6woilpSSiJGBZDiFd4fy8xfV1n1Qyw+LSHMlECkXRcPdAm4HRo9Ov0x02MW038NLq19DF5B9pnCaY4AcNEyfoM4DP879bKPwy4+Z2RqjIwcFBQFeam59/IVJ5dwt1G6oWGfT7PHnymJ2dHcBVo1FkGcexcTxxBBhzhMYgikJQA3J5ccnpyQm9Xo+FhQXisTiWp+jlKxr5G0qn0wX8+gCX3ra8ssL09DRn52ecn5/zwQcfkM/nmZufJxZLct5pYJomyWSSWDzuqRy5Rnh2KhtEbEejEScnp8Ticaay2cD5Ggz6lErnpNMZItGIdyne9Qi3XI6xsf94l+ZujsZ54S8v/5A/lqIgcnl5we7uLplMhuXlFUyvr4X4PSKXH487/V64fR2vOvI4Fc3/3Uen03H7d4zVePgR+nFFKr/I/Pz8jJXQKoqscF0uI4oif/Wv/lW+8Y1v8Ju/+Zu8+eabiILIdfmKTDZLLp/Htm0uLi4Chapx4QLgVi1GKBQi4mUfxs8/Fotx7949Li4uODjYp9XKMTc3e6u2xYcoisTjcVZXV/n2t7/tFVw/RPT48u64ub2sTs9OAZiZmUVVFLrdLu12m6mpLLJ8u+7le8EwDIrFIul02hP4cO+Sn3k5PSkG4g+WZSEFz7J7rSPDYDgakUqnGQwGvP/++zx48IBCoRA8b6PRiGazSb1ep9frommuMlsqlXKL0D155FKpRKfTQdd1ms1m4KiYpommaSQSCebm5m6aqAqCazhC0GOoWq0yMzMD3NAmO50OzWbT7QM0HAZiDHOzs8iKwt7eHplMJsggjQu8jFPpBoMBvV4vcJ5s2yYUcgUWmo2GuxY4DolkEvn8nGKxSL/fp1qtoioKq6urFAqFwJnxs1H+3BUEgdnZWXZ3d/noo49QFIUf+7EfIxaLUa1WiUQi9Ps9mk1Xec8XKvBr48ZpiKZlYFgDL+vToDtsMjC6mNbIW09demRv1CQWypJIJgK5bFVVKRQK7Oxs02w2A6nrVCqFHta/bydIAFRFRhJFWo0GiWSS4WDoPlfee/yAVCgUolKpUJiZcdUFozEcU6DXHgE2xtBh0B1x3jrhqnKKINnEY3FWZpeI6DH29/dZv7eGI5r0hg1arSqdQY2RMWA4MFClEanYAEWbQhClW/Qw2wEBJ8jQK4pCf9Dn2bNnDIfu+S4vL5HMhjm62sNx3FpJ21ODg9uMBfeecDOnbNcZurUEeGMgia5QgiyPwJGwHRlBsMEWcBzx0wWhXnIDFNm+dQjLW+NnZmJEoyqidHNe8USIeq1Pu90lk06QSMap1xpcXlS5/6DAdGGIbTtB1swB8tMxRFGgdN6i3zdoNgZEoiq56QiG0UaL6Lzx5mM+/OAZe3t74MC99QU0tc+QNp3OkIvzNsOhSSoVo98zSaXTZDJTiIJHc7cNGt1rOoM6pj26dYmmNcISJs1SJ/jhwsQJ+gywtbXFkydPCIVCQW3NOMXkZVBVjcXFRfb397Fs60YK+2Ng2zZXV5e0mk2XyhKLUpiZ4eryknarRTab/WSbruc7KIriRXS1oKbCf4NtW4yGQy/abQdF0T7HP6C7IBDSde7dW2emMMPp6SkXFyXK5TKZTJZm0y2GTyQSLlWk3qBYPCYSiVCrVkmn0oQjEbezuTFieWXFcwQFLNvm/PwcHJiZnUGWJG67Ai/7b8GTRnVuRelvvetle6PAx3tOHkRRpN1us7Ozg67rPHz4CHGsYeXt5FKwm3/vA39COK8IkN7NwICbBfILzH0nfdB3nUrTNG85TYqiMDU1xfPd58TjcVd+td/jc5/7HOVymXa7zVtvvUk4HMEwDZKJJI5jo3gF7pVKJWgM7Nd3gcvbtywrUB0zDJPLiwvm5283CvazPAsLC8RiMU5OTmg2G4FAiP+e8XMuFl2n49GjR8RiMXf+CgJu3ZPN5dUVQ0+SW5ZlTMuk3W65fXb0sHevPpmR6qs2WpbFwsLCCwqLvrLa2toa5XKZwXDI0uISqqa56ouWyenJiUudfPQIQRD46KOP+Oijj6jVauRyuaBHkP+8rKysBipqd4vOZVnm+fPnQdbYb9zqv9/PcJmmyenpCfn8dJANlGU56OtTq9Vo1Os0mk2GwyGiKAa9iXwBF/87fAqbn0Hy74efher3+7TbbVqtlieF7hAK6SQSiaBG7Nvf/janZ2c8efKEwWDAdblMq9Xi4uICWZZZXl4OnDf/uOP3wF9Xe70eh4eHiKLIj/zIj9yiFZ6Xzr36Idlryuz2tSmXy14PIj3oX9UeVBlabbqDJgOjjWEOseyb77xRkXQYmT0GRod4PM512b3fvghFPJ6gVnNlsvv9Pssryy7F1/n0Qs3gzm9JEEil016D0gskSSaVSgf31nEcVE0jmUxSqVQ4PT317oHb06fbt5AUkDWQIiZ6SERSQZIFVHWEFnUbUQP0jBqtQYXOoM5w1MM0LRzbQZJFJDmEJGpuzMkBx3fEvMXID9aIgitmsrm1GTRGjcVi3N+4R61zzmDkBtEc28GyHERJwBU/u51BNA0LURAwRzcOr6zcMAAE3MyqA4iSSSJ8go2CZYcQBIduN83QiX/6cR9bCgRAlW0E4ab1RDisMr8gB+SKGyl4B8u0sSyHq8s28ViPubkCzUaL6+sqMzNZInEdw+jfOr4kCeSnXYnyZmNALKaRL8SQJAHHtul0y8RiIm++9ZinH22xt7eHKIosLKa5btU5LdbRwwpLs2n0UJjK9ZCryyviMTfgiOPQ7tdo9q6xnRuHThIVIlqcRDiLMZg4QRP8cGHiBH0GuL6+5r333uPhw4ek0+lbG7Igviid7S/sfsH38fER19dlNG3+lY6Q4zhUqxUuLi5YmHcNRWNkkEqluLq8pFwuB1z7u59zqXDwQoGRJzWayWQoFApe88K0azDbVtDfxXFsHFtgOBx4m0F4/Au8jcwhHImwsbHB3Nys5wxduL1PcLNHo+GQo8ND0pmM5zCdcHCwTzqdoVIus7S8RCQcdqkSjkPl+pp6rc7a2hqhkP7p+j74tsuYM+TekBcpcgF98WMMYncjFDFGI3a2txmNRrzx5pvo4fCtMb/JyLyoPPdHxfeldiQIQeS73+9zcHDAYNB/wfDo9/tcXblNd/f395FlmZWVFRRFodFo8PDhQ05OThgMhiwvL/POO+8wMzPDo0ePODo6wjAMlxZ0eorj3ChXiYJIq9sKakjm5map1+uYpsnS0nJQ9+WeqmtUp9NpIpEIJycnbG1tsbCwEPQJAtcRvb6+5vj4mFx+iqnpFINRD0lQAl+21Wpz5Ul/+85LrVYN+rt8HKfSz+wYhhH0c2k2m1xdXb3Q48unX52dnTE3N0ehUHAbTh4csL29zcrqCrFolMvLSyqVCmtra27fGknirbfe4r333qNYLHJ6eoqqKNxbXw+cVkmSbtH1bNum1WxyenbGcDgkkUiQy+WIx+NBxrbValGr1Zieng7Gs1qtEQ5HAvEBcGlUV5eXbG9tEY3FSKVSXrF/yO35IrwoKuJn4FqtJtPT09i2Ta/Xo1Kp0Gw2sC0bxcsc+VkSv8Gnf7xQKBQ4PLVajU6nQyQSYWlpiUajwczMDIqivLJWyj8Pv4+R36j29PSU+fl5N1CDu6b5inCiKGIYBtVqlfL1Fdl8it7ArVO8qO9i2H1sxwwyPu5kHIuLeK9ZlkFv1CIbThGJRKjXakSj0YD6dnh4SKPRDMQdHN87eEXQ4uMCVo7jSmTLssJ0fhrbcdXuBFG6FQURBIGpXI7z83NOT4uoYRtT7qNnTRwsRBkkWWTUt0BycBwBB5necMhZrYL/9JXq+wyNHoZpY1kKFjEkAYyRSKOXQpZVoiEHRbARPEfIvzA3OyUEa8Xms7HGqPfX0WMSpctLbNvxnAcBRXWJZoLlejO25dMnXXqdIImIooAggm06GCMLUXLpd3jZQH8cRHGIKIxQ5C6jYQzT1r6PhdLhbiZeFG7fQCGg2bnn2uu52ZtGY4Bl2oR0GdOw2d8vMTe7QCwWpdFoUixe8trjJSRphOPc7BWCx+UrzMSYykWQvGt2t2y37qvbuyak2Tx69JCnTzfZ2dmh2cwxHPVIpcM3nxMspnJRTNOl/EajUVeFUovS7Es4lo2AQFRPEdczhOSw+1wMO592oCaY4AcaEyfoM8CTJ08oFou89957rK6usryyHCiEBUpLoks5uesQhcNhFheXOD4+RhQl5ubm7vTHEHBwaDYbnBSLFKanmZrKBvQZ2TMMfanbF5WuPh6O4+AgeJSOHa/j+Axhr/7AN8RGo1Egpat5maCxo/hlGADE4vGgMHxvbw/HcahUKp6KksbCwiKqorC4tMTB/gH7+3ssLi6OUYyg1+1ydnbKdGGaxFhm4RUXwY31Mu703HGAgjH9dJzxG9UzKBZP3P4fGxtkM1nMl1AeX35+fKKM0KvUwoK/B//34uH8z/i0J0mWSSWTnJ+7mZ9qrYYiy6ytrdFsNrEsN+Ld6/U5ONgHQeD11x9zenpCv98nkUggiiKvvfYa77zzDouLi6RSKX7v934vcEz29vaQJImV1VWi0RhXl5ecnJzgSwoLXubMMAy3kNzrLbS3t8f+/l7gaI07uAI3AYJqtcrR0RHdbpfFxUVPmWzA8+c7SLJIthDj6OoDoqE0qWgBTYlijixOPIn1bDZLqVSi1WpSub6m2WzSbDZZXl7x5pXITSz7xgEqnpxQvroinU4zPT1NsVhkamrqVk1JQIM7PSUcDjM1NYUguFTT+fl5PvzwQwaDPlNTOarVCsvLy4EjYjsO0WiUt99+m62tLc7OzjAMg1KpFCi93W08en5+TqlUIpPJ8OTJE3Rdf6kaXOn8nHQ6HTgAiUSCer0efLdlWW6NjSyTn55mYWHhJpP5Peao3wfq6OgooN9FIm5tXyQc9kRUnFu0teFwSKPR8DKKLWzb4fDwkEwmw2uvvRaIbDx79ozrcpnCzMwrz8OXzM7n8+Tzed5//32+/e1vc+/ePQqFAvl8nn1vzdF1PXA2FEUhO5Xl9PyInlDCtPtAjP6ojSD6DxS3fo4HRQRRQpF0ZEEBAa8m7fRW9iwScXuizc/Pe2qdzksf+Y8b4+D5D77fpdgKAb3rtldlWbZLvdN19LBGakbiutFEwnV+BEn0AjgSI0Oi3YsztMM4joggqHR7PVbDUGsJ2MTp9sMMTY1620LXFAYjE1EQSUZdChuOE6wvvmMrenuEKIpsb28HjWPT6TT3N9a4au4zMgZYpoOkiEi+ChxuRsf02glIsngnU+9erygLgOhmj0Q3k2TbTqAm53iUPNuW6fdT2Gifan0HECUbSTZg6N8jgozPXUpcqzmkVu3R6QwJhRSmpiJEoyqqKmGYNtdXXY6OT7BtCwSB6+sql6UUs/NxDLP5QhBOkpw7tYmO54QLgE2ncw2OxdRU1hOFOSM7lWFubhHbaWLbJg42smyyvDxLq+VgWiaqpqFYIdKxKVrdJrFQmmgoiSy5mWJREm4FoSaY4IcBEyfoM0AikWB2dpajoyN2d3cZDAY8ePAg6Krt466B6xs40WiUxcUFisUTRFEMmuF5n6Lb63N8fBxEN/3j+o4QuNSnVqvlGhQvOUeHsT30ThWMILj9hGZmZzk6PKTZbHhNUQXisTj5fJ5+vx/QYRSvGPou0UwQCM7txItu+8bVtWeAvvXW24Q0DduxCWkhVlZXA6rdaDQiFAphGAZHx8foepjC9HTA/f7k+N7vvlvL8EnQ6/U4OSmSyWbdHjq2/fFeya1zEV7y2s3rt1xK/9xe8m7/97vfdGtO2f61ieTy0/T7A3Z398jlc6yurYKD10zSotPpsL+/hywrrKyuEgrprCgKO893OD4+ZmVlBU3T+NKXvsTe3h7f/OY3+fznP4/jOHzta1/jjTfeYH19HdOycBzIT+cBh2KxiCRJZLNZarUaQNBMUpIkNjY2PEdon9XVNbeh59iQCF4GK5t168aOjo7Y3NxkZWWFo6MjWu02a/cX6Rhlmp0qzXaDvtEioU/TvB5i2zZzc3OBcVGtVGi3OyyvrGCZJru7z8nnpynMzLpZFG4K+cvlMpXraxaXFqnVarz/wQfEPUVEUfQyo957fRrcgwcPbsnNn5+fMz1dIKSHOD46IpfL3crE+A5UOBzm0aNHGIbh0Z4uaTabxONxEomEW0sXi3kKeFfcv3/fCxa8XM1N13UkSQqaYwqCQDKZpFgsBtQyy7KIRCKEw2Hq9TorKyuMRqNb88idP7drzcAtcrdtl97oy+4rinKrHshfm/r9Po16nUq1Sq/XxbZvBDpCoRBvvPEGiqIE5+VT1qZyuZdmxAVBQJIkWq0WX/va1/jSl77E48eP6XW7TOVyqKqKbdtM5XIcHx8HjWh9pFJJSmWBdq+OJAtAzFsAx79k7LmzBUQkNCVMWEsS0dIogo45chgOB/R6/aDpbCgUIp1Oc35+HiglvkoV7nutN7ZHtcK58/ngGbewcDPziqygqSqJRIJmq8n0QgFJEj0DXMSx3UXfshx6gzjF6zi2IzAcmeTTapCZOK9kkFWFemuE4VFlbcfGsiGfChNRFZodV2RFVyUkSUCVXYdGEAQ0Twb9+fPnbj2cJPHw0UNMsUujXcY07JuBHlvAHNtlI8iKGNzjO3cdx3EdIdFroooNluWtcxLgCAz7UUZmnL6VwhFfXB8/Hg6yYoJ1c18k0UaRXrx/3a7BRalNNKawspYhHFZu1YFKssjcQoJke0inIxCqhri+rnJ4eEIscY9YPIxl3Ra3cB2tmz5vgoDXDdyb87JDq1nH03hBVRWajSZHh2XW1vKYgu8IWdiOwXvvvs/Dh6+Ty03xjW98gz//F/4PkpE8sqjgAJLotwjoUK/XP9VITTDBDzomTtBngIuLC5rNJo8fP6ZWq3F8fMxgMODhw4e3NuFxo+WuIxSPJ1hYWODUU9TxVeL6gwFHhweEdZ3Z2TkEQXRVdbxIq29AuDz5PreWf2Fs0wl++outuxNJksRoNOLq6orT09MgUu7XYVQr1YBOZJpmkBmSPNlsvwZDFMC0TGpVV92pUqmQTCbRQhr1miu9LYoiu7vPiUTCxOJxbNtG10Os3bvH/t4eh4eHLC0vc10uMxwM2HjwAFlReGFLe8GIeLVRcdfJueUDCi8aJMLY5+4ep+51T9/Y2ECUJJc3/5LPvhJ3smc3FpcT/P1lBtL3Ou7tuTR2ux2HwaBPt9cln8+xurpKSHPr1kRRpFar0e320PUQi4tLnoCBRSikMTs7y9bmJqIosrS0hK67xddPnjyhXC5TLJ7w1ltvsba2hiCKKKKIZVo4tkA+n8dxHI6OjnAct/8V4CmEKV6UPsy615x1b3+P1dW1wBkZv2K/3uXBgwecnp3x7nvvYhomK6vLhBPQrLcQBIHR0KBaL9NsNejXRZYWVpEVkUHfrQny+8TMzS0gCJBIuI5Bq9VyBUHiMQRBoN1uc3Z2xsLiItP5PIqs0Gy0WF5eRtVCLmnGG+BOt8vR8TF5T93OH/Pz83NGoxH3NzZQFAVVUTk+PuL83O0BdjdzEw6Heeutt/joo48olUr0vYBAp9OhWCwiCAKmaRIKhSgWi1xfXxMOh4lEIoEstf8vFAoRjcU88YcpACJeI9mBVx8Fbl1ROp3m8vISw1Nbuzv3xueV34DUdSw00ul0cPygeaP3Hc1mk1qtRqvVYjh0Q+uaqpKdmmJxcZGrq6tgTRmPgKdSKQzDeMERGz8Xvzap3W7z7rvvBpmmP/fn/lygOpdIJIJ7mclkgmMpikRmOkq11cQyfTlx/xG8WRQEQUCWVDQ1SkRLE9GSCI5Cp9WjVDmj1+shSRKxWCyo59J1nUajgaZpt77zk+JlGaDx18fe6I457nMVjUTQtIRLbyxfMeybSKKCadqYRpjuIIamDlGlDoIkYVgO6XiIasPGsGwGgyFEoDuwMXsjJEmkPxySjkeIRkLUm10sB05rfUp1l5UgCQKKJJIIy2iyxExGR1Utnj9/Hih55vN5FpYKFK+fYlomtu1KXzu2g2X7dTYgyqLnkN4eh7s1jsE4eGukKAoevc7BtkQ6wylMIQl3MqOfYOQRBAdJGTAcqMFrEdUmollBRsjfN+NxjfWNLLJ813u+gSC4QgmptEo+n8P40KReb7C9ecTrj9fRI9xyhASPon1z2jd0ajcYJCCKIyLRGLF4FMu00XWd05MLBARW1nJAy50Vjk21WmFrc5No9PNu3V+1ydHRIblcjlw+R/G4yMH+AVdXVzx89PBTjNUEE/zgY+IEfQa4uLhgfX2dZDIZRK53dnZ47733ePz4MbFYjOFwSLVaZTgcks1mEITbXH8/YisIAicnJziOQyaT4fj4GL/PgrvwW9j2jVHiL6S+M+On8AE3q35rrXYXcr9YVxQFKpUKu7u7Qc8NX874/v37RCKRgPNfLBZxHIdOp8OHH35IIpEgHA6jaRq27dDtdqhWq7RaLTRNY23tHouLC26Be8NVTVpaXubs9JSnT5+6TS2jEWzHIazrrK2tsb+/z9bWFsZoxMrKCmFddxltL91rPnlu6KWO0CsO4RAE4W59XhAEet0usiwHylhj7/gEZ/Ex5+vRTF56jnfPJTin2waSS2u8/S2dTofT0xM0VWV5edltmApBnYtrKN+osPkZjn6/z+XFBclkkna7zenpKUtLS3zxi1/k3Xff5erqii984Qucn58Hc2Bra4u1tTXy03lMwwxqRp4/f06nc8M7NzxHWhDcbMC9e/fY39/n4GDfzTrdoXP6mQhd19FUFWNkMDc3y/LKEpXWCdgStjVCj8g4gGmMCKUk+pSpdSS6dTdI4NM7ffpYOpMlHIlyenrC3t4u+Xw+qOVJJlPkptz+RqVSiZmZQkCDc4dcwDJNzs/OGHlUr0gkQiaTod/vUyqVuHfvHiFNwwGvhugVRh0EGdYnT54AUCqVUBSF1157DVVVaTbdvjP9fp9ut0utVguotYJXjK4oCpqmoYU0+r0+juOQSqfQVJdWpypK4AQpnpplKpXi5OSE/mBAJBIJnBlfkMAwjOB7+70e/cEgULBrt90GqX7Gx1eVa7VajEajQHgjFAqRy+WY9WT5BUGg024HNVeqqgZj4cuf+/cdCO7XuEMWj8f5y3/5LweNeJPJJLmpKbevTFBruYymhe48PA6i5CDJrrQwgGVaY8cXUGWNSChJTM8SkmJYBtSvm9RqdSzLIh6PM53Po4fDDAcD9vb3GY1GDAYDKpUK2WyWeDweZNY+DSxvHXghA/QSOF4Tazfz7sq9S6JEtVJHTcXpj0y6wzjFS5toWGM2LYJtgWNzVe2iyCLhkMRg6NfVSJiGQSoRwTQtrzbFIayrbkNinMD5Nx2HxqDN/zx8ylG1jGlbRFWR2EhiQZBIqiqvvfaIrlGlM2jgU/pcKWzv/L1rFQThxaXxVctp0HcKLNNVgUSQGAxS2ERA+P4U4VRthCyZDK2b+aLKFi5TzN9AneCfLAs4L9+Ubn29bY/QdZV760s8/WiHeqPN9tYxrz9eQ9EcLGvojYXzguN2+3cHVRMZ9IcsLMyyu3uIZEiEwzrF4jmOA6trORC74LhBj1q9xvb2NoNBnz/8w28xNzfH1uYmJydFWs0WU1M5Ot0Okjihw03ww4WJE/QZYGZmJoiKGoaBKIrEYjEGgwEffvghj157RL/fZ29vF0VRSaVSKMrtxcfnn6dSKQCOj4+5vLhAC4VYXV1FVuTAWbId+8WswS2++Hjq5wXiFIAn5XrN06dPEUWRBw8eksvnMEYjtre3OTk5ZW5+jmQyRSqVYjAYBKpQAJeXl5imGWSjHMchlUqxurrK9PQ0ejiCKLrqRpqmBfVEDx484NnmJs+ePePx49ddeg2gh8PMzMzw9OlTCoUCmYzfc8YZ4/J9/wioPeOj8xJH5ma7uz2Wgucc+A6Eu4HfOJziqwOD3xM333f7xZe6WYER8Wqnyv/bSfEYTQuxtLQUOEBudmiAbdvEYjGWlhbdsfE+64onHAbCCP1+n6OjI46Ojpibm3MjvIsLgRpWo9FgZ2eHqaksW1tbJJJJFK//0NzcHLZjB5mgdrvN/t4uS0vLgSpVyJvf+/v7HOzvB+c6bgQoisL5+Tk7Ozuk0gly83Ga3TLtbgvLMlE0v/AeRFXwnH+BbmtAreqq0q2srhHSbwQ9fAN9dXWVynWFk5PjwKlbWloGQaR0cYHjOEFW1jcC3axgnWazycOHD73+QKfU63X6/b7bPDidxXEEhqMB5+dnzM3NBvQ8x3EwDAPLsgIlN5/WGgqFyOVztJot9vf3efz4MWtra8CNjLXviPgOymA4YNAfMBgMqNfqQTPVd7/zHUTRVZIbjUb0B300LcR5qUQ0Gg2yyLVajVAoFDgxfj8g23bV/1RNIxqLMe1JVne7XZ4/32Fzc5PhcBj07vGz2pIkEY/H3chzLhc4WG7fIgXDy0TKAa32Zlz9DFij0UCWZebn54Nsun/sk5MT9vb2kGWZbrfL0tISuVzu1jOQyWRf+mzYtoUv0wxu0b0l3gQ+ZFElqmVhGKJUu6bVaqHICtlslmQyeSuz79cC1Wo1RsMhw+GQQqFw6xn8XhjPAN0Y2i9/z/jvzWYTQRRQtRC27aDpYUKRBK2WgelMcXzRQRAlRqaJLIlompuNUWSBkBaiPxwyGNn4gtuxqNtsNhzSEFMCpmkRUlXCIb++5uZ5bA7q/Net/4tW33bPV3Bo9UQEwaEo2LyemiGdT3F8+RTTkpElE14iMvACU+Fjxsff7xzH7S9kOyBKAoYRpjeawZY/fR2Q69CYqOGu+z2iEGgj2I6bAho/pOP4/1yBiaEhMhgJ9IZuQDOmO0R1kxvhSAHT6pFKx1lbW2R394hKpcqzpwIbD+bRIyKW1ed7wVXvFOl2+kzlkljWAoeHp9ge7fS4eIptW9y7P4ckiWhaiPX1B7z77rs06nVkSebP/tk/y/X1NdVqjXg8zlRuyu11NdbPbIIJfhjwyTv//d8Ay7L4x//4H7O8vIyu66yurvLLv/zLtxbxq6sr/ubf/JvMzLjF93/xL/5FVwPfQ61W4+/9vb/H/fv30XWdhYUFfvZnf5Zms3nru05OTvjqV79KOBwml8vx9//+378lpwrwv/7X/+Ktt97yMhNr/Pt//+9fOOd//a//dWB4ffGLX+Tb3/72p77unMcB9+sJSqUSGxsbvPnmm9i2zfvffZ/nO8+JRKKsrq4GBbu34IDt2NiO7XZfV1XannKSLMtBb53x7M+tomjnpnhf8KJXfgbj7j9Jkmg2G2xvbyNJEk+evMHc/DyKrDIaGd73uDKl/ubjq/0sLS3x+c9/ni9+8Yt8/vOf58HDh4TDYVRVZf3+Bssrq2ihMJZlY5oWsWgskO4uHh+TSCR4+OAhzWaDzc3NIDpdr9U5PT0lk82ysLiIKP3/fyrf3czdcbNvbcI+3cm2vc3W671pWjdGXNB41KuD8v+J3n/cxAxfZdbcOgHvxyd610tfv/0dTpB5UTWNxaUltNCNmpkv7z0ajbAsPwrufn2n2+Xw8BBZloLMUTKZZHl5mWarxXvffY92p00ykSQaifD48eOg2ecbb77Jl7/85aDmB1wpZlVxx8pvammaJoeHBwFNynHcDMDS0hKO4xbM+31lHMdBVmTOzs54tvmMaCLM7Eqa6/Yx55V9mr0ygmTfzHvv/spCCMWO0W0Og++JjUk6+3CfBZmpXI5MJotpmiwvr7jZl0ad63KZhYUFTxL+ZsyHwyGnp6dB9mh+fp7V1VXq9Trl62tUVXPrYhybS08qeGZmBtEbl263y9bWFs82n3F0dMRoNMIwDA4PDzEMgyePn/DGG29gmibf+c53ODo6CgIgfsYnHo8zPT3NysoKDx885I033uALX/gCf/pP/2l+7Mf+NF/84heZni4QjUTI5XKkUqmgcezu7i7vvvsuW1tbmKbJ7u4u3/zGN3j/u9/l+c4OlUoFRVHI5/MUZmaYnp4mEolgGAbX19dUKhX6vX6g7jYcDpEkiUQiwdLSEk+ePOHtt992KYSqGmSGwF2zxoMJfm1Up9Ph7OyMvb09zs7OcByHarXqGvt+Ab5XfD83N+fWMM7M8LnPfY7hcPiJnA4HB8uxbgUcREnAtgJOHINRh9LFCXt7+1imyeLCIhsbGxQKhWDd9ueQL4JRLpc5Oj5G0zQv6z/6Xo/zLdieYR8sNuPnHBj/N0Ev23adl1Q6jSTLdEc2mycNru0kbSFJ8bKH4ZWiRvQQigyOLTIcxgAZPaSSTsQAkXjMDQyENY14zL0+PaQRi4aRZekF4Q2A/3n4P2n2bCTJQJJMJNFCkQ0EHEYI7LTb/H++e8hVLU13MI/tKC7N1Y8ifLKFcWyAbE8MwR0nx1OUs0yV3mAaW76daf2kEAQHTe8jSCaWJeOMmU+K/KIWqZuFchiN4KyssXUaYasU5bAS4bASYbsUodTQvJjdzTyx7A4z8wnW11fQNJXr6woffXRAqykgS9FPdO6ucpxDp1tldj7Kkyf3SaeT7j0SRM7OLtnZPsEcKYiCK7C0srKCaZqomsr19TWWZaGPsQHcptGfYqJOMMEfA3ymmaB/9s/+Gb/+67/O//l//p88evSId999l5/6qZ8ikUjwsz/7sziOw1/5K38FRVH4L//lvxCPx/nVX/1VvvzlL7O1tUXE6xdTKpX4F//iX/Dw4UOKxSI/8zM/Q6lU4j/+x/8IuM7WV7/6Vaanp/nmN7/JxcUFf/2v/3UUReGf/tN/CsDR0RFf/epX+Zmf+Rl+8zd/k//xP/4HP/3TP02hUOArX/kKAL/zO7/Dz//8z/Mbv/EbfPGLX+Rf/at/xVe+8hWeP3/+QmTx4+ArIlUqFc7OzpifnycajaIoCq+//joffPCBa2CtLJNOuRLaLy3Id9wNrlKpYJgmy8vLbvNAVSWbzXoSqWIgZnB3gxoOh/T7/WAf9Y3Dcdi2Tbvd4eBgH8MweP3114knEh4VxgkiwH6tgU+76vf7QeRTkmRCIZGQrmN6VJ5QKESjUScejwffjeMqBy2vrFCv12m32xwcHPL48euYpsHu7i6bm5ukUimur69JpzPMzM64WQvHGxBufgqMCyR83Mbx8uxXcL/GMjgeAQhhnN7wEmfJ9uod/K7wtqdo5GuL3VRT367LCQ7nj8nd87r14U+GoCh+/BDe8QaDAScnRQAWFxbR/UiuINBqtTk8PAhoSbVazavzkmm3WhwfH3mZo8Ugc+RT0WRJYtAf0Ov2gsj/6ekpy8vLyLJMv9fn9PSMk2KRP//n/zyiJCGIIkOPFiRJEslkksLMDLvPn3NwcMDK6iqK7GY4fUfo+PiYo6MjN1gQDnNwcMDB/gHxRISF1TyNwRndftftYSL5Tr0YDKdli0T1DKOeSKvVZnq6QK1WfWWU2HEcOu02lco19+7dI5GIMxy6Y5jNZkmlUoybQ47jUCqdIQCFQiEIfvhGz+LCItVKhV6vSyqV4vLy0q130kIIuJnig4MDFEWhMFPg7PSM5zs7SLJMv98LaqPy+TyRSITNzU22t7fp9/usra25AREvGHIX/nrg9scJUy6XiUQiLC8vY9s2u7u7dLtdPve5zwWZmXK5TLVaJaTrCKKI5N1bX4nOvy7fCBcEt5+THg6TCoUIh8PEYjGi0SjhcDjIapmmGTigPkzTdLNV9Tqapt00hq3VGAyHQU8fP+NSLBapVquBZLjvGG9ublKv11laWiKRSATZ85fd27v1Vy/LqvhZCUFwM0WDYRPTCjOVmyKVTN+6fv86bqTB3eBco9FgYWEBVVWxbAvxbgfQl5ybN2Vf6gt8nFMnyzLJdJqBYdPoGpSqXd7bu0RRZOKhEHtX+xzUz+mZI3AgrYf4cxtPyCezpBKuaIHsPTOCFwQSBMEN4rivvvK7jxtbXDdNxDuX5wCCaGFZCkg9/mD3iL/06AtooontqIjOCNtyELFv7knw8yWD4HjZ8bHsi+0trJYJphlmYM9hCvFbh/rkcFC1IVJo6K5VjuyJSLino8qMZXRu9gvDEDgt61x2QlgIiCKoio3tCBi2SL2rMJ0y0OSxVdmxse0Ws/MxZGWVrc19GvUmz57us/FglWw26anGvZoG6dKHFXq9AZFwm3gyxOuPl2i3R9gONOtdiienhPUYC4uLRKIR3v7c28iyQqFQYPf5LtlsltnZWQzDIJfLo4d1DOPT0zYnmOAHGZ+pE/TNb36Tn/iJn+CrX/0qAEtLS/z2b/92kF3Z29vjD//wD3n27BmPHj0C4Nd//deZnp7mt3/7t/npn/5pXnvtNf7Tf/pPwTFXV1f5lV/5FX7yJ38S0zSRZZn//t//O1tbW/ze7/0e+XyeN954g1/+5V/mH/7Df8gv/dIvoaoqv/Ebv8Hy8jL/8l/+SwAePHjA17/+dX7t134tcIJ+9Vd/lb/9t/82P/VTPwXAb/zGb/Bf/+t/5d/9u3/HL/zCL3zi6xZFMehVUSgUyGZdKoZhGBiGQSik0e2aHOwfEHsjFkRAX2aYNeoNLi8vg34jqqpycXGBLzksAngOkKppjDxDwzdcKpXK2AYq3DLA/Y3cjQDZrK+vk8lOeZFFF4NB34u4SoFCk2/QKIriRkNFty+EaVp0u11UT52oXq9TKBRQZMX/UmzbJplIsrS0zPb2FufnZ+TzOZaWlzEtk73dPWrVKg8ePiSfn3Z7QSDAmFqOeyVjeOmON7aB3+FTj2+w7p8E/y/gCG426NZHhFuHEQTBpRwNBrfoLr5zMXa0O/819oLneL16s75jCbzk15tsx+1D+7Asm7Ozs8CY0TQ1uO+tZoujo0Pi8ThLS0ucnZ1RLpfp9Xo4jsPB4QGxaIyFhcXgcwCDwYCjoyPAlYK/uLhwO8x7ogabm5sAdHtdvvXNb5JKp1zDGddptcYyAO78CbG2tsbe3h4H+24dkJ858h2hk5MTDg8PcRyHi4sLpvJZphdi1Pun9Ac9bMt25XTF25kd24aIlkQ0w+jhKDWpEQgWvOLOMBqNODo6cOtKcjl8YYN6vc7i4qLr5Hh3wHEcmo06V5eXbGxsBBlB0zQ5OTnx6KBrDIdDTk6KbG5uuk1CPQqp4zhcXl4yGPR5/fXH6LpONBLl+PiYUqnE/Y37gSCJZVlEo1HefPNNtre3OTo6ot1uc//+feLxePAMw03U+a7wSq/XI5VKBVmYSCRCt9tF07QgqxGNRt2eV2+8gSzLLpXOMDj21ORmZ2fdjJwsU6lU6HQ6rK+vB/1/fMfEd3zunoOfRW42m9TrNS8I00YPhYJmr6lUikWvN9SNKqarFre7uxvQKev1OslEgrOzMyzL4vr6mrOzMzY2NohEIi/c27uwHQvHN8K9ZWE0sJAUtx+NO59Ai8Co16N4cuwqv2l6QCOt1+tUKhVGoxGRSJjl5WW63S6dTsebP9xiId91wm6fzydLhtzNXgK0egYfHlWptQeEQxqmZWM7Bv+zuMN2+dxdLGx3Kbvq9fitd7/OQs7i//nG/+v2sRHGTuLjPYmRYfB/7f4BtpNGEF402F1n0nVW2sMB3dEAWQ7T6s0S0crITgPH8Z7d8Wsal+TzT8MbxxsKnLtMu4wIiaFVwCThOa+fngYnySZKuI8oCYiydEvhDQFkyQmCZTcZOIGLmsZFW8cWQFUcZlND0lELy3GwLLe3kCx6V3Xr3tuYVotUWkXXNQaDEe1Wh81nu9y/v0p+OoFptRjvI3R7bAU0TaLTcVz1PnGAwIhoXEYQRFLJFLIicHlRZmoqj4CbpfyRP/UjNBtN1jfuU5iedttb2A6iKPFn/syfodf/3nS8CSb444TP1An60R/9Uf7tv/237O7usr6+zocffsjXv/51fvVXfxUgiAz6UWZwjSNN0/j617/OT//0T7/0uL5krL9Bfutb3+L1118P1IAAvvKVr/B3/+7fZXNzkzfffJNvfetbfPnLX751nK985Sv83M/9HOAaP++99x6/+Iu/eOtcvvzlL/Otb33rpecxHA5vRTdbrVbw8+Ligmw2G/S8sG2bZrPJyUmR+Xm338729jbb29s8fPgwMBx8uOpuvaDHR9xTT/MNnsvLS8CtGZJlGVGUaDab7O3uoqoqyWSSfr9PMpkkGo3d4TI7wXeAgKqp1KpVEFxlJVEQ3KauXvNDPwMEBHK3bo0OjEYGH33wIQ8ePsC2bIaDQVADUC6XaTYansCDl7XyHKHCTIFy+Yrr62v29vZIJBIsLixiGiZHR0fUGw2v2avzamqYILzSavDH8m6z2Jdy7MGlVzgOjpcBG/sSEHzhCHBw1Xk67XZQ7D0YDF5KE3HH2hWeuHsJtyhzLzvDT0CHCyKiXibg5hzcOrHylTv+voy0X+DearU4Pj4mmUwGhedhr07j9PSUwWAQ9LaRZQnLcsfEp2iZphnQOEOhEAcHB+zu7vKjP/qjDAYDBsMh337nHd5++3OEQhrVapV0Oo1lmcGY+Ua6aZgoisLKygoHBwfse3VAvkqYpmksLCzw/vvv0+v1mF+cIT0dpnR9iCO49A1JkhAQgmi7VyKH5ISQjCihcIxsJoNhjDg9PfGaZb4Y8bRtt5+Q4zjMz8/jOA71ep2LiwtisVhwbslUGlEQGRkjDg8PyOfzxOPx4Bk+Oz9nOHSbyAqCew2hkI4eCiEKIhelCxYX5xkMBpyfnzM3NxfQUcapgFeXl0TCYSIR12nyVfwePHhANBrl4OCAd955h/n5eRYWFoJjvMxI7vV6DAYDNE0L3uM7hN1u9xZlEQj6CImiiBYKkUgkqFQqhMPhIBhijEbU6/UgW+xO2zuCHt7vluXK3jcaDZrtBo5gEo6HmEnP0Gy2iCcSzM3NEY1Gb9WA+c+vL8wwGg3Z3t52Ay3xOLF4nEePHvHOO+/w/PlzCl6d0sc1V/Vhmob7vNs3DZMVVfZUy8Ay3edWUSUiSZtm9ZrjY43c1DT1eoNGo4EgCCQSCWZm3Iy1ruucn5+j67pHGRwhCH528OaejDuG/s8XnCDnNh3uZSp5AP2RzbPjGscXDYaGQSoeZTmfZPv8ksPqBZon4x50QnVAUBTKFfifu/+F/+Pe/+PmuF72QfgEYgy/8Tu/S+5NEzoiIHjNRMdO3wFRlFFECwkJSRQQHAfTCtPuz6ArGppcAdtEUjwRA+GF1fdmjGx3/XUXPsFds00B04xi2REQcfPwn4Z76IAg2mihPoriIIuSey0IiB4vQMJCFkxM05fCBxAp1xVKdQ0bGxHIRQfMJoeI4th6L4BjC1jOTRTLv/+joUmlUqfb66HrGoqi0Ol22drco9OZYWEhgyP0sO1XZGe8rHe3a3hrvwPe8yKKIwozMRxH4PDgmFarxaNHj6hUq5TOS6ysrOA4BGqZPu7+PsEEf9whOJ+0IvP/Bti2zT/6R/+If/7P/zmSJGFZFr/yK78SOBqGYbC2tsYXv/hF/s2/+TdEIhF+7dd+jV/4hV/gL/yFv8DXvva1F45ZqVR4++23+cmf/El+5Vd+BYC/83f+DsVi8db7e70ekUiE3/3d3+XHf/zHWV9f56d+6qduOTm/+7u/y1e/+lV6vR71ep3Z2Vm++c1v8qf+1J8K3vMP/sE/4Pd///d55513XjiXX/qlX+Kf/JN/8sLrv/Vbv0U4HH7h9QkmmGCCCSaYYIIfRPR6Pf7aX/trQaB5ggn+uOMzzQT9h//wH/jN3/xNfuu3fotHjx7xwQcf8HM/93PMzMzwN/7G30BRFP7zf/7P/K2/9bdIp9NIksSXv/xlfvzHf/ylHOhWq8VXv/pVHj58yC/90i/977+gO/jFX/xFfv7nfz74vdVqMT8/z2g04smTJ0QiERzHod1us7e3RyqVCpSlfErJ4dEhJ8UT1tfXKcwUGA6GmKbhdYw3A175uACCj1qtRq1WQ5ZlqtUqyWSS1dVVDg8PWV9fp9frcXZ2xsrKCrGYW/chiLdDbQ4Og8GQnZ1t5ufmSKVczrsoiQz6fXZ2dpAVhZlCgUwmg6qqfOMb3+Ty8gJFUdnYuE+32+Pxk8eMhkOeP39OJBIhn8/TarUoFousra0RiUQQPFoduNQPQRB49vQpF6UzpqamePvtt5EkGcex2d7e5rxUYnVlhdXVVY//PRZe+x6wLIsPPnifN95404ty351PN5E5+5VZIO99wk3ncr+u6oP3P2A0Gnq9oOpcXV0SjUaZm5tzHWA/UhtkgsbCvEEh9c2v4xmhl51p8LexouhWq8Xh4SGxWIxwJEKv26XdbhOLxeh2u0SjUTerADz96CM2Njbcgm1PItuVpvZoXc0m77//PqFQiC984QvuHMUX1XCzJJubm2ght4eQqt40M3Uct3Zsf38fgLW1tYAmtHZvjWdPn9FsNnnw4AHlcpmLiwvC4TA/+qM/iqIobnEzLkWk3+txcHBAKBQik8mws7MTUDXD4TA7u1sMqRPNiDi2W8gujYtmCGCZAhE5jWInmZmeJRQKUSqVuLi4CKTXNc0VK1hcXCQajdLpdDg4OGB+fj6o/zs/P+fy8pLXX3+M4kk3NxsNisXjgO718OFDYrE4fv3c9vYOsViUxcVFJElmZIzY3tp2aYfLy4iCWzNWq9V4vrPNxsbGraap4/f59PSUYrGIqqpMTU1RKBRuRDi8TPHu7i7RaJRqtRpQsGYKBa7K5UBkJBwOk0qliMfjQcYH3GdkZ2eHkKaxdu9ekEmsXF9zXjrn4cNHAVV3NBqxt7dHNpNhKpcLso+Hh4dIkkQ0GqXX6zIYDILsZH/Qw3JMJBVCYQVVd5XvfPpTKKTjDFQOdo75/Oc/TyqVCnoPtTttatUa7XYbVVXJZDJEIhGODg8pzMyQz+epVCp84+tfJ+MptfV6Pe7du0c6nf5EwgjN3hWlxnMGoz6OBU4jix25chUF/3/s/WmsLWt61wn+3pjXPO2153k40x3zZqaTNIWVqsYpy5LbUEICCQwqPjST5RYIaD4gPoAQUjfQrkJFdYmiJWi1qIJuuaEwMp24iqKzi7Tz5p3OvWc+e573mucV09sf3ohYa+9zzr03wa1ru86Tee7ee61YsSLeiHjfZ/g////Uc6cKMhJNFwSuRs6pMFdaxzbTybOoaRqWZXF+fs6jR4945513VP+YlAgtqoLcqPoGYRjBuYJr5ArENMXhdWHt6V6zUMLuRZ+HRw1sS8fUDY5rbQrZNIPhmEza5r/7zV9n6CutmJd1RQqhYdpdft/SHD/5xu8nn4KcI7k4OGHz1iKGofoltQjS5gUhvh9yVBf8lf/LP8cdW2QWm2xWXWb0Mo/7OmNNooSGlUKpbY5wB3l+5q3fw2Lhxn0uJZoIyTgdUtYFgT9UGkEinptFsl08KyZVe18yHlmMgyU8UUrm5i9van+G7eHkhhiWxNC1BLo77hl0ahZVLrgSc1SLPqulEUJIai2Lo6aDLwUyIcORrJYHLJVHyTV6WUU2tmZjwMF+g0HfZ34hx+p6CctyIExzeFDn8PAE3/epzlbY2VnDSY3xX8IcF4aSRn2A7ehks9OMeDqGnsMyKgjN5OT4mEePHpFKpfnmN795jYp+2rrd7o8xhq/ttf32t680CPpLf+kv8Vf+yl/hj/yRPwLAW2+9xcHBAX/rb/0t/sSf+BMAfP3rX+ejjz6i3W7jui7VapVvfetbfOMb37i2r263y8/8zM+Qy+X4lV/5lWsK4vPz8y+wuF1cXCTvxT/j16a3yefziaq6rusv3Sbex02zbTvS/LhujuNwdnbG+vp6AiEqFAqsrKy8gJvf3Nik3+vz7Nkz0uk02WyWk5NjXNdlbW0dJ+UkjarTC6GmaSwsLNBoNLi6umJlZZX19XWlDA7JouC6LvV6nXyhGMGGbsINZML8psgPIjhA1NAchmGiO6IbBoZpcu/eXc7Pzzg9PUHTBG+++SamYeBHVLyO46AbOtlcFsMw6PV75HK5CZGDULAIIdQ5nJ+f0u12GY5GFAtFAO7evUcQBOzu7pJKpVheWYliIEnMYHZtoXyF6bqObhjAjSBKTEEthERI+Qr9IYHQtOR7NE3BgHo9JT6ZzxfIZrOUy2UODvZ58uQJa2trCZRIJri1MGqov05OkVA5vywIkvE2k+3je0ARHhxSLJZYW19H1zVkGFKv13n8+HHyLE2LT15eXhKGYRJYx+PYbDaScR4Oh7ieR85xCIIQd+zi+24UUG2wv7/HkyePWVlZpVgsqGsK6IbB7du3efr0Kc+eP2Nne4dSuUQhX+C9997jo48/5sGDB8l9LKL7LT4/NUwamUgI9eOPP+bw8DDqg3mXQqGIHwTcu/sGH338IdLzkJpLEKjgyYh6gsJQkjIKGDLLXHWebDZLo9Hg7OyMjY0NCoVCdH/d5eTkhM8++4x8voDnuVQqFebm5tB1nX6/z8nJCdvb26TT6eSazFSrGIbBxx9/xPr6BoViMQoUVc+NaRrJ+EoJZ6dnaJpgbX0NK5qzRuMRJxHj2dnZmeoFitjqYut0OlxeXrKzs4NlWRwdHdHr9VhZWaFQKCS9Sum0EpkNw5D9/X0ODg44Pz+jUChy+/Ztstlscg/EWkKxxa+PxuOEnlsIQS6fJzg6wvPcSDBXYtu26iEaDJgVIhFJzufz7O7uqt4ix2JMj1D6CF2QLuvopoNhqh4LIZRjrOsxYYMGEfzO8zz6/T61Wo1Wq0UQBBQKBXZ2dsjlcpimyWAwAFQvkxCCZ8+e0e31GI3HeJ7HxsZGIk0wgZ+92IMjRPS+pqCumj6BooVSokmZ9IRIQOiKOtv3JAgfV2vR92tY1iKaMJM+Ok3TOI3oxiuVSvKa0DT0G3DZ61TPE7Y7lahS880rpGcA6I8Cnp51qHWGhBLyGQfDMAlCKJfUPd73B3ihhQzCF3oP1VwUEpo+z/u7/NHZPoWMTRj4XKCCF02TSAIEAkMXGEaItCT/5X/za7gjk/90O8TSynzyPOQihLwj+Klljf/FHdDXA4TmU6/nuF1MsVCceRGILCBApzsqEYQ2afMcz22hGeraJHPiVD9oGEjF3oeFxzKuKEPUu/XjQV4kluPi5IaYNhi6gaGBkBJdAysl6ZuAB1LoXHYN2n0LIcENBQFawr0rAV0LsU0lpqoIWl7eu6USTiPOTjv0+y4zM1nW1otYtgZ4aEafnVtzpFIOT5/ucXlRYzQcc+fuBuVKEdfrMH2mug6Fok2zMSKbtaPnTKBrKQw9g64ZCKGzvr6Obhg8+OwzPv74Y772tXdJpVIR1PnF/rTX9tp+t9hXSpE9GAyuOWHAhEnrhhUKBarVKk+fPuX999/n53/+55P3Op0O3/3ud7Esi3/xL/7FtR4igG9/+9vcv3+fy8vL5LXvfe975PN57t27l2zz67/+69c+973vfS+BvlmWxde//vVr24RhyK//+q9fg8d9GdveVs3Qjx8/5vGjR9eEGcMwpNfr0el08DyP0WiE4ziEYciDBw842N9n0B+wsrKiMPuvmJsMw6DT6dDpdllbW2N7ewspw6RHaX9vn8PDQ5xUKhJX7PPynQm8iO56OrAEGI8VFtkyTUzLSqoCo9GYra0tfv7n/wA/8zM/o6g3I82SMAyVM4XA0A3S6TSD/iAJ/JQAZ5gEIJlcDstUtLm9blctjGGAYZrcvXuPUqnEw4ePOD87U9lUuJYZ/HGXvmmb4LtfYao7evoTCKHRarVwXZdy5OiEErLZDLdv36ZarbK3t8fBwYFSXyfSD1LgcBUMRT+Tbt9r33Dz5YkeRrxQBUGgmLo0wfLK8lQlRBAEAbZts7S0pKh69/aSikCj0WBtdTXpBZESur0eu7u7VKuz3Lp1iyAIaDYaqiJQu+LBg085OzsjDEMKxSK379wln8ux+/wZ+3v70TkqYoyYet7QDR4/fkwYSsaui2XbfO3dd6lWq4lo5CRTmuTbEUJRtY4jzZt8Ps97771HoVBUPR4SkBq26TBXXCPr5LFtE00X+H6IOw7QQgsjzFLIqj66wWDA7u4uMzMzCUEJkDTga5pGvpBne3tbOQoRbPfg4IBCoUClUpm6IBIZBtRqNUqlEguLC4qhMApMC4UC29vbSXDXbDa4urpkY2MjEn1VCYfzszOEUMQSlmXx/PlzfN8jESUBGo066XSaarVKuVzmzp075HI5nj9/zsHBARcX5/R6PZaWVE+XYRjs7OzwzZ/4JnNz87TbbZ49e0Y/EvSddsJexooWBxigkjuWZdLt9tS9GiUe4vH0ImIFIQTpdDqZ3zY2NpibK5Mv2+SKJnbKwDRB02Skci8SJ00Ida9mMml0XePp06cRW12PublZ3njjHtvbm5RKxUhDTTIaDZUWjmViWQbf+ta3+M53vsO3v/1t1tfX8YMgSgK9/KFWQxCzNUqkDJKpJB4PTVPCm6GUyKnrrutEcxj4/phW/4zuqEYQetTrdQ4ODpJk3urqmuqtiisC6luT43qZwzl9TdRT8fJzCELJSXPEZ4ctOgOXlG1RyWcYjj0KuTTplJ2M753Kclzyuf5dKNIH6fsYDoSpHv/1r/wqvVGTUKr1I5QjgnBMGHqE0kWGnroGns+TfZP/zRYcNDS+vx/ih2Do0BhI/tWjgI1RCiPo0j22KXYE37jz5kvPJTkeoTHwMnTHy/hyjsC38EYhvhcLgav+rMCTBIFOGJYYjFYZyyJCf5Hx9AtNSOzUGCc/wDQlaVMnbwkKJuRNyOqSQjqglIslNlSgOgp0hqGuAqAb3xlK8IK41yu+dteRBaqiGnB20qHZHFIoOKxtlDAtlXhU+/HxghZLK1nuvbFFJpuh3e5y/5OnXJ672GaJaWF1lUwyIpKEuD9ZQ6AjhAnoxFTeKysrvPHGG3Q6HT744EN6vb5KnknV7zkej67NA6/ttf1usK80CPq5n/s5/ubf/Jv86q/+Kvv7+/zKr/wKf/fv/l3+4B/8g8k2/+yf/TP+7b/9t+zu7vLP//k/56d/+qf5A3/gD/Dd734XmARA/X6ff/gP/yGdTofz83POz8+Tptnvfve73Lt3j1/4hV/g448/5l//63/NX/2rf5U/9+f+XOKQ/Ok//afZ3d3lL//lv8yjR4/4+3//7/NP/+k/5c//+T+fHMtf+At/gX/wD/4B/+gf/SMePnzIn/kzf4Z+v5+wxX1Zi7OzhmEwGo+Txud4oRsMBhwcHHB1dcXBwQGDwSBhxzs+OWFxaYl8vnAtOzhtcSb96uoKO1JVj5nn4kBQOaQ73LlzF8dxqNdqU8HnlFPHRPNnmokpdjq0KCsZVw5iWuxOp8Nv/MYPeP78eXJeY9cl1i6JKxxOykk0aGQMaZOxsKjKR8Y0v91uN6nWyDDEdhzeeOMN0ukUnz14wPn5OZqmT8YjOY0v2ww7nYmdACwmDoe4sW0cdHFt/xcXF9i2rTRx4uAuOo/l5WW2t7cVScXTJzRbbTXuMpwskAk8Tr7wrdcPdfqcIuielDSaTRqNBivLq0p3J9ptr9fl7OycpeVltnd22NnZYTweJ7pb8/PzSSVESslwOGBv93lUpVymXC6RTqe5vLxg0O9zcnyMaZosLS1FhyRJOTbr6+tsbW3R63V5/OghtdpVdH3Vfbe5uYlt2zx98oRut4fvBximxbvvvpuwnSVO+dTp6prGoN/n448+wjTNBFIaN/J7nsve3i4zM1XmZ9aYL2+RS1cwTCOq7Ok4WoGMVaJSVjo/+/v7OI7DysrKtYSM53ns7e2xsLDAxvo65XI5gX7VajU6nU7CBje5HEqrptGos7KygmkYUVCv4EKariu2JRSL3sHBAXNzc0nlJoYwXl5esry8TLFYZGVlheFQiZwqCwkCn16vTy6XTSCLtm2ztrbG5uYmrVaLZ8+eU61WyWQz6spIxfJYyBcSYolms8kHH3zA06dP8X0/eS6TWyz6PZVK0el2iam/VYWnQLvdVkLMKD86FlQdRpUPKSWO4yjxVc9F13RsM4MWPTmapqPpirRFRJo+0//CMEBoQbRfj62tTe7evcPi4gLpdCqa+0jOr9/vY5pmAqFsNps8f/4cw9BZXFzE9zwMw2RSbb35ZMWBt0rGBKGfXL/AU+epmRpCF5HDPcVsh0RoktHAJ/AlY29Ia3COG/RYW19leXmZXq9HtVplcWmRIFRVoGlY7PQU9SoCic/LyEspaQ99Ptqt8eGzM3qDEZ3+iM5gFGX/tWv3+O9/59tojNU5C01d34igRgYSMz3E0kMc0yV0bf6b//mfc52WOQ7a4ilQ8if/5v+XENA1nYueZDarKkBpU1BOC/IOfHwW8t3UPEXPJl8QVPJzfJFJBCPfpusu0nc38eQ8I7eC5zm4AwPfsxm5FXqjLTrjNUaUVInuxzQhQpzMEDvbR9dDbEOQ0iUZTZLSSP6lDViZUUGFoX3x2hJKQd81lKjqK87Q90NOjtvUa33SKZO19RLptPmS9T3A89tUZ03eeecWMzNlhsMRn332hIODFprIoWlGtK16jvMFm+HAw3V9QKDpGTRxXfg08AMWFhYSQecPPviARqMZIT4CDMP4UqyKr+21/U6yrzQI+nt/7+/xh/7QH+LP/tk/y927d/mLf/Ev8qf+1J/ib/yNv5Fsc3Z2xi/8wi9w584dfumXfolf+IVf4J/8k3+SvP/BBx/wG7/xG9y/f5/t7W0WFhaSf0dHR4DK6v7Lf/kv0XWdb3/72/yxP/bH+ON//I/z1//6X0/2s7Gxwa/+6q/yve99j3feeYe/83f+Dv/tf/vfJvTYAH/4D/9h/vbf/tv8tb/213j33Xf56KOP+LVf+7VrrHNfxiQKErezs8P29vY1HL8QglKpRKlU4uDggE63y+LiEtVqle3tbYQQ1Ot1dN24tqDddF6CQNFR53K5az1DMcXl0tJSAiPJZnPU63XGoxFxVjf+H1Kx3FmWjaYbxI6DlDAYDhXznK6pXgIBvufx4OEDer2e6jGIAyepKkdCCCzbVrA3TSOVSuG640mwMAXnOjk+4vGjh7ieR9xXMr1NGAZkMlnefucdUo7Dp59+yunpiQrGpis0P1YmMAYEqh6gOIBRb2lqYRX6tT6gyVUF31OMWMViCcdJqYBuajNN0yiVSty+c4dUOs3u82ecHJ8kbFU3nZwXDl1OXr+JK5dS0u10OTo8pFqtksvlkuN3XZej42NyuSxzs7MYhpEwvMXaJTENcpz5Ozg4SERLFeTRYmFhgVqtzv3793Fdl36/T71ev3ZdNE2jXC5z69YtCoWCqk4cHjB2XWRUEdrY2MRJpXj+7Cm9XjeBW8XPwng8ptVqRRnz6JyF4NGjR3iex9tvv002m1VVh2gMTk5OkFKyurqKbaUoZReYzW+QtWfQMElbRUzyVKsK0nZ8cky/32d9ff0FDPzx8TFAUqGNbTgccnR0xNLSUgK7isd+NBpxdHTE7OzstaZhyYvXNKaKn6ZQ9zyPo6Oja1o2hmkgtOvV8TAM8Dw3qXjHh61pGsVikXQ6TaFQYH5+XjE53oBLHh4eKk2ytxXt9rNnz/jhD39T0aVHFd/p5Eo2m6Xf6xH4fnImhYKq+riuF1VNSIRZu71eMpax49Tr9tQ2RhpNM0HoCE2PAiFdwcGm+mLCICTwAsb+kGK5gB8E6LrxQqA2GZOQXq9POp1B07UEiuc4Dg8ePOT73/9+ws45uQrq6lzPxk9+iatG01VWpNKb0gxB6IcRQ5wk8CVhAHZKx/dDgiBg6LbpjC6RBJyfn2OaJjs7O0mgNZlLZTI/v6y3UyWXPn8SE0L1n5w3h1w0elQKWSSQSdlYhkEhm742bqYuqORsyjMX6FpfCYpGxyI9F8Pu4WRCdL9F6NvoQjBvDvg//7MHyfhN+pQgrkhftnzeqIbcPw/JWC+yWzqGIJCSk7YgXRTsvLH+ued14ySRUscNs/S9Zfr+Gt3RFgNvi85om767ikueQJjqoH6seV8itJBUfoSTG2GYYBsaaVPgaBJbk6S0kLQmSUX/0roas9n8OGK+U/9Ekji7fh17Yws/1HjJ7cto5HN+1uH8tItp6axvligUXyKSPnW8ftAnlw95+50d5uarjMcuTx7v8vTxOWGQxfP0RNxU1zVyOZtWcwTSRGCqgFZwbc53XZfl5WXeeedtfN/jw48+5OrqEttWcMofn178tb223972lfYE5XI5fvmXf5lf/uVffuU2v/RLv8Qv/dIvvfL973znO18Kr7q2tsa/+lf/6nO3+c53vsOHH374udv84i/+Ir/4i7/4hd/3uRYdrmUrkcO4iTimh44XQ9txWFleIZNV6usLCwsMBgMODw/J5/MsLi7SbrfxPO+avolaEInUn1XAIaPXC/l8AtcKgoBGo0G9Xmc4GtFoNEilUqo5O5rrwjBkNB5HtLSRMygU5Modj9F1A9uyFWY6Ii3Y3t7GW10FFIxRNeoqeuxY+V0IDSHCqKdA9dHYloXnuTQaTS6vrtA0nbn5RYIQri5Op+isIydCQiADstkc7777NT7++GM++eQTmq1WFFzahKGqQCT9PbxqbVSL5rSz88IWL2SPpyISqapgrXaL0WjE1lblBmHBJOkrhCDlOGysr1PP5zk5PqbTabO4uEgun09ghV/WZPQFsfBpNptlfn5BQVqQhH7AyekJYRCwvLKixh9VNWq322QjXZr9/X3CMExEOweDAbdv304CEyklxWJRNbUPh7z33tcYDIb0+/3k/Wl6X9u2WV5eJpPJcHR0RLfTYWNjg2w2i2Ur8oWD/X2ePnnKzs4OxWIhcfbH4zGffPIJb7/9NuWygpydnJxweXnJrVu3KJVKuJ6bXIJ6vU69Xr92vJqmk7HLzOU1tNDE7Quqsws4jkOj0eD87Izbt28nBCXTmfZarcadO3euQUCDIOD4+DgRJ522MAw5PT1F0zQVfNxUh7xhhYLqFZse24uLC0ajUUJKASBDVSJQFQwNCCNyAC/57OQegEajSafTYXtnB9M0abVamKaZaOpcXV1xeXnJ5uYm+ShBcufOHc7Ozvjss884OTlhbW2Nubm5ZCxyuRwXFxeMxyN0Iw1I1YsI9Ht9TFNB+YQQ5HI5et0u4exs0heUzWa5uLjAD3xs00HTTaT0JvA3bdqhVtTGgR9gmAa+dCkU8xwdyCi5kH/JfC8JAp/hcECptIgmVAD3/PlzlpeXk37DQrHwkicnDkauw2dVZSNUP0NV9dGZ9OjpuiLY8MYhYaDmDtW0H/WlhBLP80EEnJ+dKhKQ7W3VTxWEyTM+iblksgZMP0PxmHyeRz8JHAMytkbKMvD9kLRjo2sa5YKqBk7vQtcEQzfgj7/3S/zjH/0XjIIc7lhHoqMZAsfy0f0uy4tD3PYSpumS0iW/sXfOz76xFvW0KNplKRUpwj/+d3uEEhbzGo9qYL2iEKNrgu4Y9HLIT9y5y7AfjeGXmfeSOViAFAToBNp0xfiLg5+sLXBMqPVC4muv6SGp3Ag77SrYraaRMQUpDWxNYAmJEa1jQKK/B7BUGiE06I4MdE2QtnyQcNm1cYO4X1Qw8nSuOg6W4WKZ1+GPtas+hwctNCFYXStSqaTRNPGyZeiaeX4f0wp44801LMvk5PiMg4MzxmOfre0VTGdMEAwVNDVj4boBrVafSjkNMsS2s0kgZJpGEvDPzs5iWRaf3L/PZ589QAiNpaXF10HQa/tdZ19pEPS/VvMDn1DygvpdGKoM4uXlJc1mk5XlZQqF/LVMzdraGr1ej2fPnuF6Lp12h3Q6jZNyksU/dqDCMIwgOZOvyeVytFotTk9PVYUn0lkZj8fU63Wq1VmclEMs6SBDiTseUygUr02Anq/gdZZlYUeB1vvvv8/Dhw+wbZvj42O2t7f5iZ/4CcWGJhV8LpVKoceQNaFjmga6oTMYDBiPx1xEzflzs7OUK1U0Q+nIQBSgCIEQkklXsCKQSKVSvPvuOzx79oyD/X3arRa3b9+mUpkhCPypYf7iSfxlC8+0mxR/783XNaFRq9XQdZ1isai+V04yvsA1Z0/XdWYqFTLpNCenpzx/vsvc3Bxz8/MIIWi3mpRKpcQRTxb6KFibSlrj+1EfkBBKv8c0okqWIjxoNhpsb2+TijRWpJTUGw3Oz8/Z3Nxkf3+farXK4eEhFxcXDIdDNjc3k4b8pDp3ckImk2E4HDIcjpibm1NsXd0up6en5HI5ZmdnMU3V+B9XhVKpFEdHRzx8+JCVlRWq0Tbr6xsRYcRjbt++nQRBlmXheR4ffvgh77zzDqlUisePH1EoFNjY2Ih6gNToxxWYxcVF8vn8tftUExopM4/h58kV0uRzeYbDkWI1NAxVrZuyOKCLtX3U+E4Co2azmQRH15uZ2xHb3Y4K7F96Z0VQK1SFJIaXKghsn9PT00mvX2RxUmQaiup5qhfBMK736I0i0dW5uTkKkW5Ys9mkXq8zOzfHwvw8T58+JZ1Os7y8wv7+HtlslsXFRfr9Po7jMBqNuH//PoeHh6yvrwOQyWYwTZNut0s6nYqOX1V9Ot2uSnREQV8+n+fy6hLP85J5KJ1OE4Yh49GYXD5Hys7THzdVO524XtGUUuK5XlQBE/ihT8ax0HX9mubaTRuNxgRBeE16wLIs3n//fXK5HIuLi5TLpUlS5MY0ED+n6tlSAZAfusgwIAwklq3DKN5WzYsyBE0T6IY2gcWFCsorNIFt2Bgyy/7ReVJ1laGc+PER5DW+xvGc8KqkXgw3nv47ts7Ao9Edous6y9UiDw8v8fyA+WrpxZMFRl6IEBI77fILX/vf8m8efY/n/imeZxOGLiuzGromGXbLLA6L/L6dYz4cgp/oPan+KBCEIfzD7z/n//Xrp+gCPr2QFFIa3bEkdf0WVVWzEOaysLp2m0x+hGF69DsOvjfpfflSNo1++PKfIpAhxaxPe6DjhWBYHun8CNMKQANDCDKmIK2DpYElJKaA8djj8KCFABaXC1iWeiZNQ7I+MySUccVO9YFmHI/DWpahr270IBQcNVMEUmd9dpTA6DqdESfHHWQomV/OMzuXQ9O/PEjHD0Zoms+du4ukUymePdvn7OwS1/W4fWedfMHA9XoIIcnlbE5O2tiWST5vIqUPmAghoyRnjLKAYrHI1997jw8//Ij79+8ThkFSoX5tr+13i32lcLj/tVoMf4qpf5Omx4i96+rqivn5+cShm84OaprGnTt3cByHZ08VY9zS0lLSGzC9bRCEEQNZmAQ1sTPV7XZZXFzk9q3bzM7OJpnfRqMOU05CTGZgW9a1hSbwfTzfS1jzNE0wMzOj+pxGY3zf59atW9i2Tb8/IAhCRqMRqVQ6wsKrRdzQTQzdYG9/n+OTYwr5PLd2dpifX8CKqkRJwKFpNyORyCRBGGLbDm+++SZvvfU2o9GI999/n2fPniXO+GSkJ/t82Q5vZl6vFYAixyXOmCWhiFAK8/V6jVwuRyqdStjzwjBImqbVLqaanIVqHt/c2GB9fY2rqyuePHnMwf5eonSfHOGNIlUYBISBguxomkZ1di7qt3GSfXe7Hc7PzxLWsNhxGgwGHB4csri4SLFYBGBxcZHFxUXlNM/OJhS+cT/JwcEBmqbx7rvvJjAqz/MSKuYgCLi4vOThw4e0Wi3CKQfPcRy2trZZXl7h6OiIp0+fMh6NMEyT9fUNisUSn332WdL7ks1m+frXv45pmnzwwQf85m/+Jp7n89Zbb06Nn/p5cnKSVGduVmDCMKTVamPoNuXyDFJK9vZ2VeLAcfjss8+4urpKKK1jCO18FIhO9+nFgVYul7vmtLvumIODA2ZmZijk8xP4VJTsnQKXvhLKdXh4RDqdZmZm5nqywfOuJTZAQRvj5y6pAoSSk+MjDMNgbm4+cZhjQoJ2q8n7779Pu91mc3OT4XBAu91mbn6eZrPJcDjk9u3bfPvb3+bNN9/E8zw++eQTADrtDrl8jk63QxDGPUAa+UKBbmfyGihIpaEb9Pv9ZC5KpVLRPNBHILAMC12f9P4kYxlK/LGPYSqIrUBgaBYygpfFjHrTz1B8b3a7HTRN4Dg2MathJpthdXU1SiToDMcd+qMmY6+H548JwmBCTx89YMn+kfihRxATKUzB0Xw3wB0FGKbAcnTFIsd1KKtAkM+U6bXGjMcuGxsbUeVOvoDUSgKoa8fyxZY8y2OPT/Yb/JuPj/lfHl3Sc0NKeZW8sIyXlWMkmhaSyo1JF4ZUlgusZlZ4I7XN1nyOrbk8br+Ie7XOcm+BXP6KUAv5tGnhdlRUMxip3hIQ/ObhKf/6wxP8scS24awn+MayhhvA2J+GGko6Y3AMSDsB33hzHk2TOGmffGWIk1HkCq+Y5H/LzAtCQjEikxlgp4ekC31My1eMc7qGoeuYGuhCYGgCI7pYnfaITntEuzPi6eOrhGhA11Uyz7Y0TEMx5Zk6zOY9bs33KKXj81KB0GnL4rhuE4YwHHjsPW8wHvnMzudYWimg6z9+tSWUPpIum9sVtrfXAKjVGnz80WOuLnxsq4Sm6ZiWzuxclnanw2jUQUqX2DmIA/H49yAMyWTSfP3r75HP57l//1MODw//o8f/tb223072uhL0FVi9UefgYJ+VlVUsy0RKkkbe09PTqKegcC2omWZMsm2bW7ducf/+fbrdbhLY+IGvGo51nW6vh+97NJtNCsXiNegMqIk7VpiXKDz/7OwsFxcXVGZmsG0HScjYVRO9+ryChwipMRq7KijTdUzLJAhC1tfXsR2by4sLCoV8km1vtVpks1lcV8H2hCYQUiA1Ra9t2zYpx2Fra4tMJq20gsSE9SzGNSsH9wZefqpHKZQKTrK8vESpVOThw4c8fvyIWu2KO3fuUiwWIsrPlwQ+N16NM8Ivt1ipXbECgcoADvoDer2+gjNpOr70VcO0Ap+pptgwgqtPVYTi6zEzUyWVzvDkyRPOzs546803r1232DdOgqBIM8W0bKXFEjWtKkIJwWA0ZH9/n3KlwswUHXbc9J/NZlhYWEiOwfM8Go0mc3NzLC0tJRTeUoZcXFzQ6XS4e/cu+bxiS7t//z4ff/wxQRBQKpdZXV3D9z3OTk958uQx1WqV+fn5pGqiGzpz8/Pk8ln2dvf49NP7zC8skE5nyBcKtNutpO9LCEG1WmV9fY1PPrnPaDTinXfeJpvNJUQIKmhv0Gq1uHv37gvshVJKer0eg8EgobY+Pj6m1+vx1ltvYZom5+fn7O7uUq/X0TQtYT+artIEQcDR0RG2bSfB0fR3nJycAkyNmZygrG5cu5smpeTq6oput8u9e/dukI+oHiTLsq4Fd3EQlBwjkkYMB7xzB9MyiQ9A13Wq1SqO4/CDH/yAmZkZqtUqDx8+pDIzQzqV5vjomJmZinqOw4Dl5WUWFhY4ODigXq/z4YcfYhiGgpUJga7pyNAnl81yeXHBaDgkk80imPQAdbvdJKDTdZ1cLkc3qhp545DQDwmRiSZQhD/DsIwkqChkqpQys1xe1JBSYlk2vq+SMr7v0+8P6Ha79Ho9+v0Bi4uLGIaJruvs7u7y4YcfJpXv23d2aA5OafauMHULS09hGjaW7mAaDrpmYGgmumYihEYY+CqJEYT4vsSMhj8M1JxkOYrUYBpmO7nYYBomlshxfHlOpVJhdraKlCGaluRRkuv/snviRTjcpGIW3wsxcqDXH9LqjwkCGI49LMvDsU1mSrmXzGESwwxJ58ZYjgtCBbC/9yd/D//Db36f+Qub0NfRAN3weG9xFztr8D+1QvYO88kkaRpqbuiOh/zDH77PeKC+a6SDqcG/P3B5c87kwWWIHIXomsAPVQD0+3c0LgrLOLYRo9qw7BDdGGMYIYOeFUkg/f8HeiWBQeBhZAKcUKIbOoauyDkQglAIXAmGlBgSVLgnyWZtUikTd+zT77k8eXRJJl2eGuP4OsXXLKSQ9bllD9i7SnPVjdd6QX+sMRh67O/W6XZGVGezrK4VrwUiP46p9crH81tk86pvzfNUn9z9+4+57W6xtFLGC5qk0yrhUG80MAwTxxYgbECxLCZwTAlBEOI4Dl//+nt8+NFHPHjw8LfkGry21/bbxV4HQV+Bbayvc3V1xb6/y8rKCrZt02w2OIwa2m+WnG+SHvi+nzSeP3r0iP39Pba3d5IJVBMaF+cXqlHZcTg4OGBxcZGUM2m0LJVKdLtdZmf9RJdjZmaGq6srarUai4tLSAluTGZgTTuYETOc0JChVPS+UhKECpJVu7rim9/8JsVSCU1oWLbNwf4+w+GQsesSBkEU6KhF3XEcPM+73nc01TQcZ5pjLQ2ROJjTLecKh4+USE+SSqV57733ODg84Pmz5/zGb/yAnZ1brK6tomsafhBcO5/JAhaFQ9eRilMXA5ATFqn4RU3TqdfrhGHIzMyMOuYXIikVEiXFI0HiHU86BFRDdjZi2JuZqWJZEwc4QddJFbjqus5wOEIaClaodHkEnu9xeHigmM+WV5TjKieVkyAI2In6RuJeq9PTUzzPZX39FrphqGNFkS0cHx+zvr5ONpslDEOWlpYS6t+19XU2NzYBia7brK6tkc/nOTw8pNPpqL6MfA49cuCyGaX1U6vVuLi44OL8PLnWMQV1EAQ8fvyY58+fJ05foVBIAmJQfUNHx8cvVGfifY1GI1qtFjMzM9i2TavV4uDggK2treheEywvL1MoFDg8POT09JSFhYUXBAHr9Xoi5nqTTrrVaiV9SpOANdYlieu8r3ZqhsMhx8fHrKysJMxL0+cRU+Qn38l0EKSy/OPRiKOjQxYW5slm04xGQwI/SKCMmqZxcHAAwK1bt6jVariuy+bWtnL6whAjYqcM/IDADxJYZb1eZ2tri+PjY+r1Op9++pkSV87nyWSzmKaphHdzueQsi8Uip6enCR0+KJjcycmJEmRMO2QqGroROXxRMkVEJZLYCTM0A9ty6Pf7UT/WEbXaVVR9U1TqqVQqgZrl84WoKq0TSgWN297eplavcXl5SW5uhoHbjioxWjRXmuiaYqiz9RSGbmFqNgIdL3AJgkgTKHqOfS/AdMTkqr6Ik0UIQcYpMOwFuGOf5bvLEcwtTKB4k2nhBsj2RjY+/vtljrHv+7iuSyGfpZQbs3/eQtcErU6fbDpFLnOzsV5iGCG5/BjDGSsoXvyOEPzct36K//Jf/I+sVA+5lQ2wNXjsadw/NTg4ytE9dEjban+/9tkpV4MRPzzbozvWSc14SF/D7WloGY3znkZv6PPzb5rsNSXdsWQhLyhmfP7Nicn/4ec3k9ae+AgNLSSTH2NYAb2W/ePD476USRCSYSARusAwlFCtrgmYAhqMpYYpA7QI8qgJSKVMbt+pEoaSXnfM82cKpn1x3mV+IZuso0mfUTRvpW3J9vwQ01CJMMsIyRpDjg+aNOoDisUUm1tlnJT5QlB8M/H1yrNKguqA4VAxbmqawDBMxmOXBw+eMBissLE9C1qPdEbieSPqjRrVqo5hSHThIKUeQeNUwtV1XRzHxrIs3vva1xgOXhRkfW2v7XeyvQ6CvgJLp9NsbGxwdHTE8+fPKZVKnJycUC6XqczMJNN+TJRwEwsOagGcn5+n3+9zeHhIKpVmZWUFIUTUQH7B6uoqa+trHB4ccHpywsLiIk5ECV4qlaPGSwVZ0jQN27aZnZvj4vyCSmUG0zQZjUcqE63rxFo2EsloOFLMcJoWBTQqSCmXSgz6fYTQyGWzBEHAwvw8ge/z5MkTDg/26fW6LMzPk0qnowDLwvd95JQOCqiJXdch9CeQoLgxORohRIS/lonGjsSPAglN11lf22CmUuXRo4c8fPiQZrOhmuejcZgCwlyDAd5cc+J4RUrlMExenfy8uroinU6Ty+XUdZv+vJjQacu4H4Aph1cIfM/j6PBQOW9bW+zu7rK7t8vy8jK6pt0IEpVpmkY6nVJEF76PbtkEUmnNDAdD7t69mwSwUkKtVqdWqyWBgHpdHUuz2WR5eZn+YKC+S9Milrh9isViktmPIUi2bWOaJhfn5ywsLFCdUbTTmlAMh6lUipOTY549e8bCwgJzc3NYtrqGpmkyPz9PtTobQY7Utfz+979Pv9+n0+nQ6/WYnZ1lcXGRTz75hFqtTj5fTCCGJyen2JaVwL9uPh+NRoNsNksmk2E0GrG7uxtVuxpkczmyEbtbPp/n9u3byXMIinq/WCxeY4OLCSTi8XJdl/39fWZnZykWi8nYJIcSF4Q+pwp0cnJCKpWiWq1eq/jGNhwOVc/dFGTMdd2oOiQIAkXIYBg61dlZQNDtdDg5OWV7e5tSqcTV1RVnZwoS6Tg2T548YWFhgZTjIJGk0yn6vT6yqg447suKg+O1tTVKpRKffvopjUaDWq3G7Owsq6ur5HI5BoN+kv0WUpDLqed+NBpiWkoTLBNdh1KpzMLiPF23RndUJw4mNE2PqjDqedKEhmOmCQNJp90hm82yurqa9NmlUikymfQUk11EvC0E3W4Xx3ZIZ9I8fvyYTDbF1q0leoNLwiBUPTyESCkI5Rg/VM0+QxR7nJACgaGqToFERNpAOmCY12G1UsZnMIHF6pqOYxY4OWqRy+Uol8okVOk3JPDkzXnghr0MDRDfe34QYDuKKnxjLs9po0+93Y+0kl5c2oWAbG6MbqsAckJ+o+EOTQxD4+d+zzf4x//S4AfjPmYqJHBheGkSjNUcn3LUfv+HTw8Z6h3QQoQusHM+Vgbcnk7rmYkvBW5K8M8uOgjPx3c1Pm7qjIYOhSy0Oy7lgkOEF0VDQLQe2SkfoUkGXZvx0OBzVWH/A8xyXAxLQd80MdGnAkGIIgUKJQxDDV1IPCnRIkSkrmvohqBU1tm5rXF86LP3vI7reiyvKM2qOBASUxOBbUi2ZtV9Nh65HB+1uLrqk06bSQD0smB3Gg7+RaaKN5Lh0EfoGjNLZRZmlzg7OKNWq7G7e8BwNOLO3XUMs0++IGjUXdqtDqWyhdCMiFVVHYOSxdAZjkakU2ksy+Kdd9/+rbgEr+21/bax10HQV2DxIr6+vs7JyQmHh4cqCIgCkrjiETNGxVC1aahMDNNZX19nOByyu7tLLpdD1/UksFpfX0fTNRYXlwiCY05PTpifnwfUghiLs4YyRIvaw2YqFc7Pz6nXa8zNzeNF2hrXJP1CyXg8igInK4ETgNImUqKJfT766GPu3LmdHG+lUmFhYYHLy0seP1ZwqUqlkgRBYRAijQg+FsHNDF0QBqoR/HMZt4RixFONz5JQhOgR7iSbzfLe17/O7u4ue7u7tNtttra21McQSXb2OnzpRZamz/lqhsMh7Xab+YUFNE3D98ZJdk4wBW8R1x2oeKMwEjgdjkbcuXMn0ZI6ODjg0/uf4jgOd+/ewb4hBBwf66QKIWlH1Yn19Y2kUTyGhp2cHDM/P0+xWEyOyY/ELfP5fCLSWywU0KTk7PQU13XZ3t5Wxxn1+JydndFut3nrrbd4/vwZn96/z9e+9jUKhULiPDuOw/r6Orlcg5OTE7rdbuI4J9AeXVEkx+MUX2PDMLhz5w6ra2sIBE+fPqXZbKpKURjSajaukRRMW1yh0Q2DUqmU6AHF2kInJyc8fvSIlZUVKpVKAi1bXFwkk8kkFahqtcpgMCCVSjE3N3ctQx+GoaLRFoLFxcWX3itxlePa31Omelm6LC0tvVBhin96nneN7EFKyXjsKoICCa1WM6nWxDTfhWKBZquVMNk9f/4cx1H6TP1+D8dxmJmZSdinYva3MFAJlyAMkKG8xtRXq9WoVqusrKxwdnaWMPUpmJyCwpmGQRiquc1JOfR6/QTWa5oW6XQGBDi2g2aUsE0ngXSGvsTW0pimhW1Z6IaBoRn4vk+v11PiswvzXNepefE5aDQaUf+YxzCi8H/7nbuMjStG7V5UbBVTz+FEHDUMVKUmDEJkOGY8DNANDV0ThFPscPE8OCkaT3oDNaHhWBnCkUa/22dn51akAfey437xfrlZ9b/5elzhlAiOGy6NXpesYxFKyGfSpCPWPk1Fpde+y7AChOVFELh4vtQYdWxGXRsjJVmtlvm579zme/9+l8vDId5IBcaaAbmsRiYiRQysPkKGEWxNi0cSOxeQW4bOoYXXgWZbzT/CgEw5JBMKOkOX/+r//gE/9fVVft9PLKoARFNdc3pUKLedEMMc0e/YDCMY2X9cVUiiaRI745LO+5jR8yYisd94DdAESAQh4EnBMJRoAjQp0JAIIZXOlRBkszbgUyw5HB+28byQ9fVykui5fm1B1xRaoVEfcHXRw7J0NrYq5AvOC9tPH/eP0SaG50u63TH52QLpxQq1gUV1fQvLsTk/PeX05ALP9XnjrR0cJ0Wl4tGoDxgOfPK5iQQGENHlW4BIKtKG/tplfG2/u+z1Hf0VmmVZrK6uJtTXcRZ6IXKkQVWNTk9Pk9dvQn50XWdnZ4fBYMCnn36aVEy2d7bRdY0gDDBNg+XlJQ4PDxOx1NiRC8IQPQwVHDg6ppnKDFeXl5TLZTLpzKTxOQoqgkDBMIRQk6Sh6xwdH7O/v8/lxQVHR0fkcjm++c1vqoAggm2kUinKlQqFQpF6vcb5+TlXtRrplCIR8Hxf0VoTIqZUt4MoCNL1GB4x3WwLRH03mhDIGHQPk8+HQTJO5VKZx48f8dlnn1EqlRgM+hSKRcIw1naYZO9uOh9Jlj+GykXYNE1XwpOe5yXVkBi2FWe2JWEEo9OYXmjiQKjeaHB8fMzm5mYCW8zlciwtLfHgwQNK5RKmaTFVRLpmsRMeU6irALM8lTn2ooph6lpfSxCE1Go1AFqtFo7jJNo4vu9zdXWJ0DSOjo6SiqSmaUqMdWWFdM5mY3uZJw93+dGPfsTt27dZWlqK+hVCdN2gWq2SzeU4PTnl0aNHLC4uMjc3p3qFpq5mfE+CglRtbm7iR+Qe2VxONeEHPq475vDgkIXFBXL53Atj0e12GY/HyfNydnZGt9vl7t27ZLNZcrkc5+fn7O/v0+l0FFQ00kiKIWkrKysJFO+tt95KgpQ4QGm321xdXbGzs/NCv93N6/KiQxRXjEREJDJ6aS9ATNYwHeTFUDBVpRpxcHDIzMyMYrKLBtIwTJaXl9nb3eWTTz6h3W7zxhv3SKcdDEOJGU9rkyVBFzJiPbtOFz4ajWi326ytrZJOp7l9+w4rKyucnp5ycnJCvd7g/v1P2draolQqEYYapmEmvVtCE4hAJoGH57l4rmTYC+h0OpHekMtoNEqOzbZtMpk0QmgRoUqK4XCIF2mGKQfNSKrR8dgdHh6ysLCQsGg2m00+++wxO28vJL04MgZ6SkUTryiww6RaK4Ry2k1HI/Sl+hdNgaGUiFAmfUvq8dYwdRNTd3DMDNlUnvPDDpZlMzs7G5EvfDkX/ov6QVx3rKB1QqfW7fDosI4XBJEelCCdssmmUy+UH4VQFRChBddf1DQC30AKgaaHCE3wjdtLbCwU+R8/3Of5SRNvFKp+E00SswQIEUKogZDJPEiUUHJKIb0zifRV1d7Igl2GHBJ3oPqG+obH975/gOeH/P7/ZFV9WlNQZwmgqYAjW3DR9YDRwMT3oiSYnKaOfnXwAKDpiv5aNz0sx8dKhRi6hqZH11qCik+vQ1e1qBo0DjUMEaIhE1icKdUH42u1tTXDsdPi6qKHANZeEgjF917tqs/xUQtN01hfLymq6s+xLxsASQkh0O24uJ4ks16kO7DoNEL8uSFL28uk0ikOdve5vKrhfxTw5hu3yeXzlEomzUYP28pj2xMIYnz8pmWCq5Ih03Dk1/bafjfY6yDoK7DpyTHW0oj1c1zXTRxNUL07sbq8pmnMzs5e+3wQBKTTaRYXF/nss8+SbHcum8P3vcStN02Tubk5njx5EmUm5bVKxPTUVpmpcHl1SbvVplqdUSGG0JBSLaCep+ixs7kcuqEmzWKhQDrC529ubjIajTFNldH1PI/xeEw6nVbwA1M5xrl8nnrUFzIajXDHLulU+lrVyfVU828MoXrBRxAK3z/BYMdOXbxIqQyjDJUXohzGb7K7u0uz2eRHP/oRt27dYml5GcGE6ja2pErEtPNKFAhNAqZGs4FlWVElxFeOJHGPlkiO5XqApv7u9XocHhwQBAHNZpNcLkc2m2U8HicwycXFRTRdkVi8rA8hrhocHh5i27bafqqB+uxMUaLHBAKxk3t5eZGIZC4sLESkGDZIiWHoLCwsMh6PI8iIRq/X4/Lykq2tTfKlDJetfYZej+07qxztX/Dpp59G9NpbmKYRVRohk8mytbVFrV7j5OSEVqvF2tqa6lvhurSglMrJDGWIlCFC0ynk81xdXjIajTg+Po7gdAtTUCR1LeKKXLVaxTAMGo1GRAKRTeCluq4nVR9F2/2IhcUFBfeLjiHW1VldXSWby3LT+v2+oqIuFJJjfpl9nlOr6zrz8/NJv04ul8O2bQzDQNd1BXny/WtBVhiGSSBwcHCAZVmqEqWJJHhRznCK+YUFPvrwI4rFIouLi6r3Z4qaG1QQ3Ot1cRxFse9HcLPpIKjVamFaJtlcllBK/CDASaXY2dlJgqGDgwN+9KMfsbCwQC6XZTAYsLy8hK6rZzLEx3Ndet0u7XY7EcfN5XKsrKwQhmHSuxgTVHQ63SS5EJNHxKb6orTkWUmlUqTTCva4t7fHwcEBqVSKYqlIu9VByGUF9Qskmq6ezcCPAh8NdF0kgU0YSmQoMAyBGwT4nsSwBLhq/BMHWuhYhoNtZHH0HLaZw7FSjEYuzeYxS4tLpKMkUvy437g7rgXJL7tX4tdiMghN01XFD7i1VMA0dPbP21w0uwoeN0WKMW2aJjHNAE1EM6ImQGq4PQtvpCN0sLMBmq7mtYOLDkdXbVK2znK5QL3VoTYc414T7WUKJ0wC99UMSXYxJPAMdFsiNB0hQsSVhgxhviLoWiEDv8f3fvCUhfWQN1bWlTMSna9SxJLoekgqG2I5Lr6vIaVABhphCFKqaldczQ9DkKH6Dt0K0Y0A3fBV4CcUrFHTDaVNRVwLe/G6TCfDQhQszhAhmpSIUIAmMeVkvrIdg83NCrmczflZl4ODBmtrJSzbmLqmknZryP5ek8CXrKwWqc5mk3vut8JcN+DspE22kkGkHEaXOlIDLwi4dHvMrMywk3J4+vAJjXqTjz9+wJtv3aFUyuD7IbXaJfPziwnsfBqqaVlWRFH/6krsa3ttvxPtdRD0FdhgMCCXy12DSGmoBR1IMu4AvV6PVqtFsVjk/PycMAypRkxfCrOrHL3j42PFspZKJZWXuNE43mcqlUogMzLqownDMHGeYtM1DduyOD8/p1wuq0Bnysfr9XqqCmSY2JZFKEPy+QLFYpGx6/Lmm29SKpWwbZvA96Mqj3fN+QawbYuFhQWy2WxCtzzJiKsDH419/CgIUs7gjQwnAhkxJQihMNzq3KYrMZPKTRgGGIbJ5uYWP/rR+9i2zSeffMLVVY27d++QTmcSLZFr33MjqzcRUpJ4rku73SafzyeBLEQZRiFBjxwPISDqRYh7e1zP5eBgP+kTOz8/5/Hjx5EQbgff99na2sI0jMS3eUkMRBiGnJycMBqNrjXpS6lYB6+urtjY2Limo9LtdqN+l2XOzk6Zm5/HMGJ9oRAhJsKfQqiA+/nz58zPzzM3P0t7eE67X8e0bEa02dhZ5PSwxrNnTxMmuUwmg+er4Fk3dOZm58jnchwfH/PgwQOWl5cVtbVuRNn5CawozsqGYUg+nycIAg4O9mk2W9y5e0+NyZR36Xke9XqNfD5PKpViNBol+kee5/Ho0SOWlpYSCFyhUMBJpbi6vOT4+JhWs5nARY+PjxPNo5cRG8TbxQx6Ny3ukfkim5mZAVQ/WaPZJPBjDSADKZX+0OnpCZ1OJxIWlklSJJPJsLGxgWlaXNWuyGbSkT6TBDTyuXzyzOu6kVTZ1H2h4Hjtdptms8XK6koi2jy9HaggqDpbnapIyah3KMBxLLa3t5ifn2d3d5fTCD65srJCoVhEE7HApIzIT1R1JJPJkk6n0HXlKF5eXmJZFtVqNZmjhBB89tlniYCsbdvoukpU7O7uYRgGpmnSbDa5vLxKKnlvvHGP8dhlPB7TqNdYXJoDzUPTQUcw7HqYjobQourDxE+99jMI1C+6ORWoINCFScrKknEKZO0SjplFSAMhFKzy2ZP76JrO0tLSF8JpNS0SxY1hsVNjHwdIMQucpmlYloUQguHYZ/e8y/3dC7qDMYVsmnwujWUaLyaKIKqGKLIWoQmEpuN1DQZtC4nAMEJMK7pOfsj7T07QgKxt0nc9/FAlmfSYTjkeJjlVEZv+PltHGLG4dojoeQxHBvfmNAZF6HYFhi0Z9X1+7UcfIs0x7yzevb4PVCCkCUAPo2AmTiSpAEhRqU8qLUgF19Z0AUJGNP3qfo3XlaSK/6rHM/oOde9CIGEYRrOAJiEKhLSpIEHXBfPzefJ5h8ODJnt7Debnc2Rzqvd0NPLZ32syHvksLOVZXMqrY/wtMiklF2cdAqAym6MjBb4XaT11DEzLpSbaVGZy3HrzNnuPntFud7j/yUPefvsNCsU843GdWu2K2dm563OXVM+J49jcv//Jb9kxv7bX9tvBXgdBX4Ht7+/jOE6i2yKlRGqTxTIOgnq9HgcHh+Tz+cgpbnN8fEwYhiwsLGAYBsfHx+zu7mIYBu+88w6u63J0pPRC1P4n36tpIqHGhqiEHmH/ZRgy9n2arSaXF5cMBgOCIKDT7VIulaIKhIYMfZrNJplsRmHAE00aqFQqPHj4kMODQwqFPD/5k783coJVv48ZBTEx7CnG0VuWlQRISWY0WrA8d5RQecfb3DQVYKiFUSJIMBXJpupvmRRiJm9+4xvfZH9/L6oMNbh79x6LiwvXvidZcydfqPYXOXdjd8xwMGS2OnvNiXzRGZks3qAovS8uLvA8T8HgUqmkP+Ps7AzTNNne3lHimdPR3BRblTo+FejUajU2Nzev9QENBoOkeb9cLk9BnMbs7u5SKpWoVCqcnZ2ClMgpHRiVJVcBkECJhXa7Xe7cuc0o6NBon2OaNoau9E+6Xo3Z5Qy5fIb93WO63W5UZVsiDMIkc5xOp9na2krY5VqtFhsbGwlRg7pXoyA/Oo9CoYhhGJycnvLGG28mCYN4UIJQUq/XsW0n6Uva29vDNE02NzcBuLi4YH9/n0ajycrqCqlUGstUgXihUOT07JSnT58SN9e/+eabiXjlzYDmOpW1nCCCpkKmlzW939yPpmkJI6QfBEp/y/NwPY9GvYEZUeh3u91Ez2c4HLK8vMza2hqO4xAEAfVajWZDY21tLen1s2yLmZkZLi4uGAyHOI6DDJVe1+npKY1GE9/3KJfLZDPZpN/rpoVhSD53A3YoiJrJVTCUyaR46603WVlZ4fHjxxFZgxEF5CajQLFKrayuUE7YL9W9FYaqGuo4TgI7FFGFYTAYkMlkmJubi8ZPwelAsrAwz8xMRVXH/ADPVX1AMWPfyuoSmzMVXH9AZ1gjDCWBr1jB1NgLYsa2aZNSEvqKDEGdJ0nPZN6pUshWyDhFbDONrhsgtaTKtr+/T61W49atW+TyuaiK/fJexheb4F8c+yDwI6avSQAUM2b2hp4iQTB1+qMxI88jn0mRz6ZfMvco51+LBtH3dPpNi1CqsdYNVSETAi4abbqDMZ4f0B6MCaW6B0JUgkwdK9E8q74oDo00TRKGAhkKhOahmx7+2GTHtPja1zRuVzX+7hMfghBDM/CEJAzgR8efsF5aJudkp+rr1xNZIpq7RTwZC6I+HfWqjMtRUdVHSohFFVTRSEvGQQqBkHHy7GXBSFwtUp8fh1PVIw0IBfpUKiq+ZzMZi82tCifHLXaf11lZKxIEIeenPTrtEdXZDKurRQxTe8X3/vgWhpKrqx712oCZjRlCw0COIPAEujk5xiCU1IYdMtkUO2/f4+jxc5rNFp988hlfe+9tqtUKpyeXtNstisVS8rm4t/Hhw0fs7x/8lhzza3ttv13sdRD0Fdjc3BwHBwdUZ2eZj/RLYosXwm63y/7+Pvl8PtEfKRaLaJqW9A4Nh0POzs6YmZlh59YtHNvGdV36/T7HxyeqMpR2iCf0GFIxMRUMjMdjLi8vaTabgMpOb25ucnx8zNXVJYVCIVr8BGPXjaAuy3Q6HQxDT9y+Wr2ObVmUV0rk8zkymTQS8P2AIKLLjcOP6f4P3/cJwlARMExVr/xQEgYeQRBimUaSIX4Z3ONmfWTyV6zlEy2o16IZ0HSNW7dvEwQB+/v7fPjhB1xdLSewsSAIk+2T3okYBoJaIDrtDmEYUCwW1blElavpXoX4OEQM3wC6nS6XFxesra2pQAcF+VtaWkqEP5WzPXXANypBUkqGwyGHh4dJoDPp91HnlEqlouZ9LXGgjo6U6N3S0lJS1Yrhe/F5JQMZ3Y+Hh4esra0iTI/LxiGhlFhG7JhFi3H/mGp5gbuZLQ53z/j444+4vLzgzp27pKLeL1C9MLOzs2SzWQ4ODvjkk09YX1+f6vcwabfbuK7LzMwMlmUmopuLCwt43uQ+llKRQQRBkLCsnZ6d0Wg0eOuttxKRzaWlJQqFIgcH+zz47DOWV1aolCsYhk4mm2F7a5vj4yOurq5YWlq6VjW7qdvyMm2Yl96WL7GXESjEMDUZsRYiwfd8PG+sKoFRAqDZbLK/v8/q6gqplKPuKU1jcXGRx48f02g0knsgDFTV+Pj4mKvLS1ZWVuj1ezx7+gxN01haWiSbzWIYBqEMcceTiub0nKTuZR1N6JO+mZeek6RUKvCNb3yDx48fcXBwSKvV4s0330QIgeu6nJ2e0+10MU0Tx0kl9N+xrtCE/EQQ+AH9fj+p3AWBqtAOBqOIgCGNphloGhgGpJxUMkfu7+8RCo96t8Fg3MH3lUaP0ASGEcHaQm26u1Ddw/6kcqAbGoZuYhkpUnqOVi9krrBFOpVJjqPbrdHv9ZNn/uzsjPn5eVZWV6Jexs/XI9eSoEJeC0Ljv33fw7Lsaz1pg3FAve2haQZvbswxk7M5uOxT6wxf6VhH7r4SBBUCqUl0WxIowjJ8V2Pc18lmfbQgoDfy8IMAU9cxNQ0pBK4fJj0hoWugmWNkLJkGCE11W/lDI6mE+q6BYQb80bcccobGv7sK6HoCOfTxXdANKJYMxv6A3foRby3eia5+nNJSD5aACUmciIkfklhIJcFEPDdPKOrDkGQPyeM5BWV71XhFIVUUAKjtR6EglBoZQtDACOMAUCb7FkJg2wZr6xXMkzbHhy1A0GoNKZdSbGy+nDjhP8RixEOzOeRwv8XMcolUzmEoBWNXQyIIQ7CcECEkMoDhUKftBlSKsP3OPQ4ePlPskaeX3Lq9zcLiLIcH51iWreDrEWPfw4eP2N3dZWlp4T/6uF/ba/vtZK+DoK/A5hcWqczMsL+3h+e6LC8vTzn40Ol0OTjYJ5fLJRj5OBtdqVQIgoAHDx6gaSrzu7GxkfSEaJqCMI1G+xweHrK1tYkZ7XswHOL7EdvblGM/GAzodLvMz89TqVRUTwgqWHv+/Dn9Xo98oYCGpNVsYllWUr2JF/HhcMjTJ0+iXoVDXHfM2to6qXRGBV5SYpmmglqFQbLgx/CewPdJpZwoo6YRSo0gULTNYeBjZzOkUumXOJDxeVwv/lwrBMUBkFQZwOlFEClpt9q0222+9a1vcXl5yd7eHp1OhzfeeINisaREE+VkP1EUh5QhmlD6QKZpks1mCSK68ZukCmGI6iWIqlye63J0dEihWKRcLhOv6PHnLMueCr6iOEWIFwIg3/c5ODhgNBolzm8MoTk+PmY0GnHv3j103YicAsn52TnNZpNbt25hmEZCPKEOYFL5iS1mV0tn0mTyDrXOIaPxiFQqMxlhGTIYdcAIqPdOSFk5tu8tUj/vcXx0Tr3e4N69eywvL1+79plMhtu3b3N5ecnR0RGVSoVMJkOlUsH3/aS53jAM8vk8zWYT3w+mqnEwiEQzYzhfvV7n8OAAKSWnp6csLy8nQWYmk5583+EhjXqd5eVlsllFa97r9QCVCLhZAZr++xphxouP+I9lk+t5/fWxG/XVRX2D8XdqujYFDVU3cyaTYX5+ntPTUzKZjGpm9iSFQoFsNsve3h6NRoPhcEg+n2dtbS2pZoWqwYLhcMj5+blie9MMxBQ18Xg8ntIxevW5KLp9wRtvvEGpVOLBg4f86Ec/olwuKziVrtPr9fE8L0kYxPPbtNaTpml0Oh2lg5P0XanR6vf7SgMtDhhvWLfbjSonBs12D6mHUeY9ul5CELiKWl8wIUcIQ4lhxGQvFo6ZJWMWcaw8mrBoXeziuSHH9VPanTZhJCSZzWYTiGKxWOTu3btoQpHSfN5YvTJgkZJQhoxHI1Kp9A3mQDhvjah1xvhhiCYMFstpeoOAvvtyIWiA0BeMhybpnIsEdFPipH3coaK+DnxBr2FiRwxmQRCiCQ1D0xVphKYp/aj4fuhayFSIYSs6aySErsDSPEZeBghA0/DGfdIZH1vL8VEr5FdPAsRYEo4l7hhm5jVyJeiOYeANoz4frp9HNC/GdZw4OEkgp1OJIaFNVZAgmstEAkcWCheX7PeLTExtJyWMpUCEGiIWvwZ8qSpSSfVICHQdllZUxWf3WR3LMphfzGPbvzUuV5x0ajWHHBy0yM/msYoZXCnwQ4E/1pESTDskCBQ0LvA0+h0VoNaaAZoxYP2NW+iP1LatVpdKpcj8/Ay12iXZ7AYAnz34jMODQwxDp1j6fCKH1/bafqfZ6yDoKzBdExQqFUzTZH9vj+fPdxPmpW63x+GhgsAtLCwkTYpxZjZWuHcch52dHWYiNrK48hBn0h3H4fj4hHQ6zfLyMqBEH1OpNJ7nES8bUioK6UplBsexk6AmZifLZDLUalfkcjmCMKTZbFIulwkC1Vujmrg1pNQSxfvf/M3fxHHsJPgaR6xPhmkQyuCFjGe3qxqzJ3ooCovteS61q4sk+LMdO9LfmXZMk9+SnzIBiMO0o5iAx6NACMAPVLBQKBYpRTpN+UKBRw8f8sEHH3D37l2lQxMdawwllygtk+FwSL1ep1KpYJqqHygmTHjRyVELdxAEnJ6e4Hke2zs7EeSKqUqCuPGp6T+SEhQxhXqn0yGTyfD8+XOWlpYolUoJJGh7e1vBoKIhabdanJ6esLy8TCaT4aY20/Q3KqhSyNHREZ7nsbWzTq15TGfQJJXNJTAfKSV+OMIPxuhCZVz7ww79fo/SzBy3c5scH5zz4Ycf0mg0uHXrluoXi6i0dV1nYWGBlZUVPv30U+5/8gmFYpFvfOMbjEaj5KiKxSJnZ2cMhwMVECNx3TGtdotSuYxj2wld/MrKCsVikcPDw4SRrlwuR88TVKtVMpkMp6cKAjc7N6cgoeNxckyfl61NejiSe+2Lt/3C7O90NUmqHif9Biud53nomo4eNXgHgSTWoCmXy1xdXdJsNalWZwhCiSlUn83z589YWlpibW0N27aTuWK6R8+yrSiZ4uOkUskzYhgG3W6XUqn0SujQdedb9d4tLS2RSqV5+PAhx8fHVKtVtre3sSwrYr7z8Dw/It7QrkEc4+pQPD+F4YSev9/vk06nb0ASJ2Pd6/WwLItUOoU1TBGKMWHoR3BY9aAJEcHdpACh5sxUSrG7pa0CKTOPbaTRhInn+rSabQAODg/IpDMsLS5RKBSwbBuB4P79T7BtO9LlsqPgTn/h+DSNZI6DFyuKcQVoNBq99Bw1TbBaTbNaTfPspMc4CNA1QcrWEljYyywMBaGv1EDjKothh2iG+oRhSoJA0OsZXLbHGLpGEEr8KGkl0Ah8iRkJN48uQ8a+hjBMDFsSuOC2BTtfr9MXeaTUEJpPPm+g90b8X/eHfHYmCLoBwlfhTLbgcfddAz+qROcsBeNTEL3pQEZDaCFBOKkNxYKek+kwGsso6EFKVTlKgqDpu1RE1ZsbQdG0iVjXbYIgCKMDGoUCpIaDmr9cKdBk5EwJmQRcmoC5+TyaJjg+aoOEwdDDcYwpYdWX2+f1kkmp+rauLvtcnHfJVXNkZwt4aIwCFQS5roZuStJ5j/FQZ9AxCSO2Pk1XxB9Db8yVLlm9s8nR412ajSa6plMuF5Lewk8//Yzj4yPW15fJ5W0ePHj0yuN6ba/td6K9DoK+AotpY/P5PLdu3+Zgf5+nT59SrVap1WoJNXKcOZVS9TvErFqlUomtrS3S6TigIREMHI+HnJyc0O/3mZ+fo9Fo4DgO6XSadqvNwsICFxcXLxyPpmlM++ETNiKNq6sr5ubmEwXpUqlEt9uLAiCDk5MTPvzwQwDee+89fu/v/b2J+Kob4fSVAxO+kFn3PI92u83s3JyigNY0ghD8AOq1c3rdDpZlsbS0lEDJXmly8m/aLX3pchK92W416XY73Lt3DyIHZGlxiUw6zSeffMJHH33E+vo6W9vbk+byaIeapnF5eYnreSwuLiaVgpfEPlEpJ2Zku1QBys5OIl47QendKMPEUJNrr8kIhtfm7OyMzc1NisUiFxfnHB4pGvR+v8/i4iKlUikK+iTDQZ/DwwMqMxUqlfIrAqBJHBbDr+r1Olvbm/j06XlNTNtRcJTIgnCMFw6wbB3fC/AD1Zgs9JBa64RcpsDWvUUujlocHh7QbLW4d/culUolCYhj4o7BYICTSnF0dIRj22SyWTY2NgjDkEqlAqjqYCaTYTz2aDaapFIO+VwO3/d59uxZ8vzous6dO3e4vLzk9PSUVqvF4uIijmMjJaTTKTa3Nmk2mhwdHTEej9ne3ubk5OQLA5ak8iglYVTNeFXvx5ez2JubBFdBEJByFJw1Dlb8wI8SFZMAJu5D0w2dUrlMs9GgVCpiGCa+71EqldB1xSqWz+cTApLrjpZIqKljFra4KjYcDq/pJL30uKfGJb5pfd+nVCrx9a9/nUePHnFycsKnn37KrVu3EsidZcmkwnRtP6jkiGkqGGQYHWsQBPQHAwoRUQZMqqeggsRer0c2m6OUr2LbNsNxj8Gwy9gfMvaG+IGHwCfwPSzHxLHSpO0CabtI2sxj6DaBH9Lv9Wk0zun1ehgRKcT29o7SY9NUMK3regQbvkrEab0YcizV+Lz6VpI3fpJUPxUUaZJkmDYj6sUydMFV18P1Q/IZE0MTeJ9DYWyZEfwuesBNOyST99B1iZ0O8HxNaSE1Q9K26nXqDscTWnBDEHjR/elJQlfCGIK+IIygYboIyKT69AY5hOaCMeC/+KM/Sypl83/83v/Ms+M+GStFviQw7B6WU6A7HJAxbe7NLGMJUGmPuHKDmr80DWSY8NHcvO7qE9PDrui2E3SlFEgRJ/gmgeAX2lQwpAmIJbBHUhCGEblNKJT0kiYxJEkgBKp9szqrgvjz8y6zYQYhHCzT+MK+oJtxkHrWJb2ey/lZl8E4oLhUwi5mGEstOibBsGvgDjWcbIBphRhGyHioM+op4dnA17BTPgjJ0B9T12F5Z53jpweYpoFtW5iWxUcffcT5+Tmbm+tsbs0y9mrMVF9Xgl7b7y57HQR9FRaX94XCsW9sbXN8dMje3h6FQoHFxcVE/2I8HidY/0wmw/b2NvMLCwi4FgAB9HqK7SsMQ9bX18lkMolavMLgO+TyeS4uLiK/OM6PRQutVEKB4/GIRqNBvV6PICIGFxfnKDhRBtu2aTSbZDJZJJKjoyOWl5fxg4AnT57w3e/+dNKorOBuQwXfecl83+50AEG5VEJE5xFIwWg05OzkOGHDK5fLSdP+ixZliaf+lww0E6d+evvYTk9PmZubmzhiUhKEPtlsNmIV89k/OKDdbnP7zp2o7ydEE8phOTs7o5DPJ834LyxqYiqAkdDutNnd3SWVSkUO7o2i1ec2lsgkwBsPFfPZzMxM0kuxvKya/T/99NOEgjj+WEyfbRgGiwsKYhk7lgmmf9phm3Kut7Y20e2A08tDXH9AOmWqMZYgZYAb9IEwwZ9oQkH/3GGIZsDQ6+KFu8ysLJIvbrC/e8IPf/hDtra2WF9fVz0podK/uXPnNuPxGM/zyOVyvPX228lxpNNpTNNMnPR2uwVISlET79HRUSLsGldODcNgYWGBTCbD3t4e+/v7bG1tJe/ruk6pVOLq6opisUilUkl67l56BeIxi34fDAacnpywtLxMJv3jOQgxnDHujdN0PTkuGYYquIqSIPF4O7bDeDym1+uTySgmQzU+SiQ4n89Rr9UYDkbkcgae55PJZEinM0mvE1yH8wVBEO1T6St1Oh3S6XQEIYRbt3bIZF+kCScZCTWXSBlGn+8m1VshQmzb5vbt27Q7bU5PT+n3+9y7dy+BHIKivB4OhwnMVpc6nU4Hx3EU+UPk3Luex3AwYDwaJRUhdX7qeMfjMaPRSIkwG2kEFmmrTCHt4vsunj/C9ceM/A71zgUpO8tsYZWUlQM0RsMxteaFovEO1RxmOw7b29s8efyYfC4XVXgkQigq7729PXJ5RfUdBD6xlIAa54nuyuS6E/U3KRp6BW1S1Z8wDJNK3c2E0WSfMT5L0B8HHFz2SVvGq5Bw8acYDw3stA8oXTghIFPwon2CpSu421Ili6Xr5O0URhAQRppM9csBvcs4wJt8WVzF1o2QdN6l21TvafTJdYvkMw66ofO/+843+L/d/3c0xy0IBK7r0xi2MTWd/3TtXYq2wwgUDFPEdRs5+aEeugkM7uYZRtWg5B1Nm5pSFbpg8rlIJPvHzFvEnUUSGEffNA6lOuaoqjgdCMkIxjc3l8MwNM7PunheSHkmTRhqCY12nAiSN+Zk9buCaw6GHrXLPp3uGCdjM7dQBMdiEOgMhjreWMMda4wHOrolSed9NF1Vx0w7ZNQD39OwUwF2KoJqChh4Y0xTsnFrlWFbVWV/+MP3abfa7Oxss729wtA9RUqfufkXddle22v7nWyvg6CvwqJJPcYzO7bF+vo6tmVxcXHBVa3G/NwcUkoePXpEp9Ph1u3bzM3Oous6nu8p3RsmAVBMk53NZllYXMSJoGWVSoV6vc7l5aVq9o/gFdO9DQrREzIcDrm4vKDdamEYBjMzVcqVMv1en+fPn+P7Htvb2yAE49GYSrkSBQ0he3t7SCk5Pz8nCAJu377N4uISwXiUOLRxdiyG9/m+T6vZolKp4KTSCE1L2Oouzo7odRUt8ObmZtQY/XLV9ens87WxTex6aSUMQoZDlW/0PE9lubUJqltGfQedTpc33niD8XjEs2fP+NH777O9vc3Kyiq6rnNxfkav1+ONN96YWsh4pfbDYDhgd2+XSqWM5/k8efqU1ZUVCoXiVEP4dZs+jdj9Dnyfg4N9dF1nZWUlqRbG0MJcLkc+n+f4+BjXdalWZzm/OGcwGLKzs4NhmKoKdNNpSjKv4EXiqvPzc2im5Lx1yMjvgJD0hy3STh5dM3D9HiHKkQp8GcEtBN44iLRrlDaLF7pcdY7IOiXuvbXJyWGdp0+fUqvVuH37NpVKJao8tRiPx7z99lusra3jpBx8byKWa9s2g8GAfr+fVCh0XU96imIq7TCqOsb3QSqVTipNcfDR6SgSgEajSRAELC8vXyMEeJXFDkoYBBwdHTEcDCIl9c/L+l+38XjM1dUVV1dXSUVDiQmXKRSKyXGEQUAoA9TlkqQzGVKpFHv7+6ytruI4TqTFpLxE07QwTYt+v082m0U564JSqcT5+XkCPRuNRvR6PTqdDv3BAN/zsCyLykyFYqFIJpNB0zUefPaAbC6rWNBeGIcJRK/b7VOr1eh0OslrQgiq1WoC0c2kM2QyGbqdLh9++CFbW1sJm10MYwzDEMuycByHdrudULQHYQAoaG1cGY6hbxcXFxH8TCTB9HX2QIGumeimiW2qvkLXLzByRwSBjyZNWs0utataAkObnZ0ln88zHA6TxBLEwa8K+CWS/f19RuMR79x5B93QE4rzmyaSZIjyPEejEZ2O0rMCxdZoGHrSZ/llGuctU+BYOhftEZ4f4oXhy6FdkQ1HGsGlTbro4WT8ZP2Jjy+ONzZmS+wsVPns8AITWCgVABfh2wzqE2bR5DmImNNKcz1MO2A0Usmdop/jZDiMaMgFi7kSf+abP8tHF1f824c/RNrw7uoOdwoV5rIVxggMgWJtk0RECCIZdy3++3OG5mVMjHHCLx7/OGGGFlPUfLFdZ5NTBxSHusNQQ4uXJo1rgVB8vJoumKlmsCyd46M2Y9dndjaL6wWYph49IyIJitUYKy2r4dCj1RrR645xUiaLqyXMjI2LxjDQ6LQMum2LMBAIXWJnQjIFD9OesJRqmsSwJK5LUqGMod0g8YIRYcqkVC7wwQcf0m4rxs5btzY5Pn2KYQxJpUz030Jdo9f22n472Osg6Cuw4XCoxBsjph4A01QZa9u2OTw8JIhgEa1Wi9u3b7OwsBhh6OPM3aQB/urqisvLS2ZmZhKnEFS2sdlq4rouqVSKTrerlOW5GSSowGM4HOK6Y5aXlykWi1H1RmAaJtlshna7Qz5fSKoESggR3vva1xKI1+LiErZjR06TcjY9z8d2Jk3M8WIUZ23X19eTykQQQq/b4eLsBClDlpaWmJmZeUG7ZHLkL3lFJMk/rq2Y0eoyGo148uQxQASPcq6HSaGk0Wyi6zq5XI5qtUo6neaDDz7gwYMH9Ho9tra3OTo6IpPJMDMzkziycR3nJgud7/kcHR6RclJsbW0RhiGnp2c8f77L/MI8i4uL6BGF6zSsI95fApyJ+oDanTZ371wXPm00GglNdqlUotlssLe/z9VVjfFYjXM6nUoC35sW183CIODg4IB+vw/aLM3+CY3OBboFQmiEgaQ/bGOaOvHqrxi1lMip74bohoamCTw3IPAluiEIAp/usI6dy3DvjTvUqk2ePn3KD3/4Qza3NllcWCSdTlMul/n+/+f7/Pt//wN+9md/lmq1ShixC6bTabSoX6daVXCnfr/P4eEhy8vLjEYjHj58mNw38fh0Om0ajUYSNI7HYy4uLjk5OSUIgkRD6VX32Qt3mZTU6nUa9TqGYXB5ecn8/Fwk6PtqRyEMQxqNBqenp/i+T3W2SiadIQxDWq0WZ6dnnJ2eUSwWkVLpBM3NzUX6TSqgWVhc5PTkJOkBy2Yzyb2uazrpdJrBcJBkl8MwpFQqcXR0xOPH6r4fj8cYhkEmm2Fhfp5sVlV4dUOxwAH4vjd9wtEzJaJKhp/QUdfrDXzfJxcRLuTzefb29mi1WkqANkp6ZKNq0vbWNk+fPuXx48f0+312dnYoFArcvn2bwWCQ9NmNx2OKxcL0ITCMqsrVqtItCsMA3/cZj0eMRi4HBwfJd6nnIkwSRtfvcgPNt7m6aNO7fI5pKGbNdDrNzs5OorNl2zbn5+cMB4Pk+qGpcW7U1XVcXFigUi5fH68bphzRCIQlFZGFZZkqoSVJWPKuf+bzHc6FcopizsL1Qw6u+tQ6YwWHe1UxWQpcV0f0wLJDdEMmlep4qpRRtfFPf+cn+Zv//b+k5vpc9nrIMMC2NH7qmypoI4zhYIoWO18esPnGOZ1eAc+30HWXi6ZgcP6c//3/47/n//Sf/Wdk7QxLpQ3CTplAG/NTP/WTOKkBvUENV6qYQYs6dQIAOc2tl5Sr/wNsErjc3EXcF/Sl+nOiQCgeXqVjpKBxClms+lXFVCAkhEzmbyEEhaKDYeqcHLU52G8mvUFhxEJqmpFQKapnLQhUMiedNllZLZLJWgSaHkHfYDjW6bYsNFPiZFWFx7SDqMI1qVoLDQxdscT5vsB3NTQjROhqm5Rhons6H3/yCd1un1u3brG8sqL6A22LeqOFbvzHwH1f22v77Wmvg6CvwJ4/fx5B03LXChhC0ymXy9i2zePHj2k2mywuLTE3Px9pY7xYwYmzySsrK+Tz+aThOQgCzs7Pkz6IOHtcq9UAJdI3aYxWi3smm0macYUQ+L7K5muaYHZ2NurtUY3TMWNVEATYto1lqezz7Ows9+7dIwiCqPnZJwh8LMucDIBQrr4iRLDJZDLqfEKJH0jOTo4ZDoek02k2Nzdf2iQatbmoBSZaZeK83oso8WufxI4CkSdPnlCtzpJkxSKHwPM9GvU65UoFwzTxA5/RaESxWCSdTnN0dES9Xmc4HCYMa+44uj7EEMNJ/1Ic8AyHw4R6G2BtbRWEguTNVqvotp04ItORzxRJl9J4OTtjdXVVERtEY9MfDDg4OEhosjVNo1yuEAQhH3/8sXLONZJqlZSSVrtFNjOlWh55CpeXl7RaLba3txgFLS4ax2iGorYWQqDpalH1PR+hKaHAwJfousD3FDuYbmgRREbDcwM0GZNChDR7l2jCojq/TLn8LR4/fszjR4+p1+qk02lOTk74yZ/8STY2NxPmLQDHUWLA5+fnpFIpDMNgPB5zGAWjq6urgHomjo+Pk6DHsixFflEoJEkA27ZZWV3h8aPHzMzMJP1GX9aGgwHHR0esrK7i2A4nJ8cMBn1WV1dJpa4Hmgl6KXrOLi8v8TyPO3fuJNsClEolRqMRrVaLWq1Go9HA85SOz+zsLDHhh21ZLC8vc35+zv7+PotLqvdLaSsph7rX7xHKEF0oaulCoYBtW/T7Pba2d0g5Dk4qpQggbgBIhUgeqOi4leik76n+vna7TbvdwvMUo2N1doZyqYLjOEkVo1QqJYFerG+TzWa5uLgglUrx7rvv8vjxYw4PDxMmxlKplMwFoEhgMpns5PmXktFwSCo6buWACyzLxLJMcjnB6ekptm0nwrKxJYQD4zGtZpNWq4XnuZRzi1QqFfL5PL2eIqXxfT9hnjMMg5WVlYSgQDFCmviez/Pnz7Esi/X1DV5FSBDPBjffjvsrlQCsgsy92Kf1ahNCYBokc0kuZdDuexzXB5y1Rp/TBylwRzq9lkW2NCYpfIqJo562MtAa89NzRdbffou9xhFhMOLOQp6FfIZHn/VY3D6n17XQrYDSbI98aUR/mOHscgGQjDsees5jfvYOw+CS//o3/jt+4Wt/kpIv+ezBQzY31ymWbNqdMzVfSA1dCnQJugBvcvtN3ZuTgOXHo5ierArTlR859d8vsuljeVlBSukIKdY4CUhtGho3fQ8IslmLre0K/YGLO47qSVKxFY7HqoJqGDqGoWFZOpalY1q6qnQi8EIF7fNDQX+ggwa5sotph9FcIzEEmFFs5kbfrRmSVDrAczU8T2BFJ6TrOlmjyPNPn9HpdnnnnTcoFAqcHB9RmZmhUFhgNBrQbvUjQd3X9tp+99jrIOgrMMdxePLkiWpoLykolEBVhTTTxLIsfN8nn8+ztblJGOHHb0787XaLq6urpHIDarF3XZfT01MGgwHra6uRcrvGyvIyh4cHaJqeQKgUhj1ESkWBun+wz3jkoutatJ36GYQ+vV6PVquFYzvoumKokhH0LJVKUSqVkuw7TMgV4gbiBHoRLfidTkdBfwxDKXtLQbtV5+pK9SzFgZ1qnn9xHBOYg8K/JccSswS9ynRNm6L7FVNQCzV+7VYbz/OYqZQRgOf7XFxcUK1WWVldwTRNnjx5gm3bzFSrSYY+3t90JBaGIefnF9RqdTY3N6YcZKXP1G61mKnMTCoIr1qTo31alsXW5mYitAuqN+no8HBKD2gSfF1eXjI7O4tt2+zvHTAauczNztJsNjk8POT27dvXqnTtdjvq8VpCWC4X9QOk5iVVv+mx100V/Ax6Pk7aIK5deW6IpkdkHVFAlDjW6sjQhU4YSCzL4p133mFhYYFut8vy8jLz8/OcnZ3xGz/4AT/xrW8l95OUEtu28TyPMAxxXZfnz58zHAxUMBoF7/Pz8+Tz+YQZLn6e4ipQcq6tNk4qxfLKSsLC9mUsCHyOjo5Ip1PMzyvR4lQ6xeHBAU+ePGFlZSVhUlPInokDpmka+Xwe13WvUR/H904qpbRzKjMVTo5PePbsGXt7e9i2TT6fT7rfDENPegePjo6URtJMNdGWkqG8FvAapkE+X2AwGDA3O3ut/+Clt5uM2NOAs7NzOp0Oo+EoCWYWFxfJ5/M4KSfSELsO4cpms3iexyiCrwmh+gl9X1WQCoUC9964R7FY5OFDRaO9c2uH5aVlYmY40zSTQF+gxIVHoyEzM9WoqnL9+D3Pj0gRsqpKFInYuK7qU6rX6wwGA2zbplKpUCyWSKWcqf4wNXbNZpN0Op0428VicYqEARCwu7ubBG/pTPYLq0CCCXxsOByi61ryHdFW0bh/Oadc7XdyDW1DZ7agYRka3ZFHdxS88nNhKBj2DbyxRqE6xrSn5lcBtmZRb51RKhb52tYi6zN9wjCIqopqw56vYxZbZIsOXpDh8HSO3iCN0HxggJMPMX0TKQVBkKI2qPHXf/XfIccpVh2LP/+T32I0qhGGfrT2gY6qrhhRP40uwBYSVwqk1EDETv4XV8leMDkhK0gSTdfenrww3S/3KlOyRBEkXX2IcajWtrSQqkUyCoTMl3zetHQKpmLtdF2fTnvMaOhiGBozMxlM67pOV3QKSVA9HulcNU26PRM7HWJaqsqjAaaQOLpEpQnAlIIxENohuimxQxj1DcJAYJhQNrMcPTvm/OySre1VKlUN6IFQIsyamKVaXeHk5DmddufLj/lre22/A+x1EPQV2NraGu12m2fPn7O8tMTs3ByGrqPpGmFELjAcDnnzzTcxDCNhaVOLsqJCjYVSK5UKpVIpySLGDfBhGLK5tUkum0VousJslxV1cq/XIwwDFXyEkwykpmmsra4RBCFB4CeVHN8P1N+lkNrVFdVqVZXxY8V4Kfn44485PT1lNBrhui6maTEzo7ReFJ2vQazYLYTAG48ZDIesRNl7heX3OTk+xB2PyOfzif7RxKbz1S++qjJuGgmFkLyxjXjJ6idix0bt03NdLi8vKJXL2LaDRAVr4/GYYqlIGIYsLi6yt7fH2HW5OD9nc3NzQvs9nT2PgpDz8zPW19enHGN1nfb29rAsi5WV6V6UqCT1stNm0sgfL4xBEHB8csJgMLhWZQrDkJOp13VDQYSOj49pRnoxi4uLOCknGePxeMTe/h75fI50zqTWOWTodjDMVyveCyGxHF0RIYyCpC9oPAzQtBChKWdaNzQ0Q7EdFtOL5FOzaCLu81KByycff8z777+PEILj42P+5H/+n5NKpRSbGTJpuI9FYFutFmEYsr29fc2hVPCRNNs7OxwdHnJ0dMTOzg6pVCpJJrTaqtqytbVFKpVOHKQvZoWLaMm7He7cuZMEMtlMllu3bnF6esru7i4zMzNR0CJeoJaORWNjx/olI4tpKNHcwWDA0dERe/v73Ll9W+mJAQiJruvMz89jmianp6cIrvfgqMSDSKqk5XKZer1Or9ejUChM+lyi5z8IQ0bDId1ul2azSafTwTRNWs0mxVKJlZUVMulMpF0kokDkJTcpQlWHbZtOp5P058SVol6vh21beJ5PoVDgzp07PHr0kE/vf8p4NGZ9fZ1er0cqlYr005TQ6Wjk4vsBqZTz0ntxPB4xHA6pVmcYj8d0u10ajQadTgcpJcVikaWlJTLZDNZLYIuWpeaser3B3NysYqu8sY2hmxwdHnF0dMTq6irzCwsvvY6K+EaLIM/qtTCiYNd145WwyS8KTl9mMe03QD5tsD2f49PDNl7w8mSQECoQ8jyN8UjHsCaC0AIljOuOXVJpB0l8nypooTfqAQYZK8/IMDg7dTBtjSAYYIgAGUrqT3apbtzFdUIypovng6aFGEaNTnuWx37If/U/fZ8/9ftWccyIwESCCQRSoguh9IrkZMqWKDjh57GDvvLZjRuYpKqkTGCJih9TTNXxbu5D3tzPS0xDEZeESEahhiYkaCGaFGhIdCSauH7k8XpXrw24uuzR77uUy2nGY59B32VlrYRlXafpj/NIupD0Bwbtvkmp6JHO+gS6xBQSS4ChhRgCjGgZMaTEFALDUaiPQApsK8TQBZVUjvFFh4ujE4qlPO12i3ZLks5YLC2VOTxo0el2Kel5FhZWefjo01eO/2t7bb8T7XUQ9BWYphssrawkVMCj0YjV1VVMy2R/f5/Ly0ts26bZbCKlopCd6PeA7wecnZ2h6zpzc3MJLA2g1VKN5bdu3YocwxjiomHoqu/o6dOnNBqNxGFKLHIeDcOYYHimrNVs8fTZ08SJivPbmtASbYz9qAflzTffAOIgSEePKISFUIw9/X5fZUNTaUIp8QKo169o1K7QdT3qX0m/sgr0wmvxgikiSJqEaT7VpAU2dpTDiR7SdBa20+nQ6/ei4EzBCq8uL8kXCoq1SWicn58nvVm7u7sUCgVKN3oCwjCkVqtxFkHXKpXytcAlZjK7c+dO0n8wnfGLD1VG5zZ9jtPXplarcRXRbcdsXqBopE9PTxOdIN/3E5jcgwcPEEJgO5EuU/SFJ8fHaEJjYXmORueQevsCw46aiOWrnQxdF1HlAXRDYFgaoa9oskHRwQsEBBAMLAwni6Gp6pMUMmk039zawnEcGo0GUkqGo2Fyf46GQ+r1RtJX8vjx46RSsL+/z+zsHNXZakL8EY9zt9dT/UHVGQSCUAaMxy4nxydUqzMUCsUEBvllAqBer8fR0VFSyUun0uiGclZM02J5ZYVsLsfhwUHSp1QsFhBiktmNdXI8z8dxZLJvBWUlAacZhsna2hr9fp9Go8HR0RHr6+tRwKyqx0KIpO/m5OSEVCqVVF9U4kTdL2EYRqK8UKtdUSgU8H2P0WhMr9ej3W7T6XQSeKtiLlNjeffe3Sm9mphi+aUjRPymrutkM6qPMO7p6/V6SfXu5OTkWvCgqLsVxXmr1UpIEXRdkaWoxIGLlDIJjOJEg4Lchlxd1XBdNwp8uopRMJNhcWmRfD6HZdkYugpaJ3o909cXyuUyFxeXdLsdKpWZqWdRbXt6esqzZ8+Ym5tje2c7Oo6XBDOIZK5T0GIf1/US8oN43nk51PfHq3JMVy4EMFtwWCq57NcHn/MZ9bPfMiEEO+MjUCKqoQwwTJN6owHoaJrOoHlAv/4MfzwCfgodm3ZjTHGmhyd1xo0cwVhHs3yqX1sGN0AXJpo2JJtW+9aEpJBO4aRTPDy95P2DDL9vp0oQKHFW09DwNYETsSJ4KIdfFwL/2jIVzVmvCCKn7eb4xrN9KCWIqFrKdL/blwhA5UsK9gKEVGvMMFQED6YEKeK9yyQWG499mo0hjfoAoQlmZ7OcnnWZX8hhmjr7ew2Oj9qsrRWnquhTXyXBdwX5lM9ieUygKfigKWQS/BhCwQqlRI2jJjHjI5EQ6BpZK0vQcdl/vk+5XOTNtzfY3d1lf7/B1nYF4bRZWi6xv1+L4OBpKpXCF4/Pa3ttv4PsdRD0lZjKDFWrVUzL4mBvH9/3MQyD3d1dFhYWWFxc4vLyksPDQyzLolgsJmQFjUaDbrfLxsbmhAYZBYtqNBqUy+UkM65YsiSGqaGhkckoJ7Jer5PPF5KJX03QX7AACJChZDgaMRexNgkhcN0xb775BqnUhNFpfX0dz1NVJF3X0XRVCdI1BRHq9/tKDd008AJFkXt6cozve8zMzLC8vPKSJvWXZelk9H+JDIEIwjLx7V+EOYCcwCqYrKVhEHB5eUk+lyedSiFlyKDfp9vtsrm1FbFUhZyenjIzU40awHd59OgRX//GNzANgzAMCMKQi4tzLi4uWVxaolQqIyK61lgnKGZFc5yXZbWvn7GcOtZr5y8lzVaL5ZVlSlNwyJhpa35+nlKpnNDxhmGYsMdlMhkO9g/wPY9iqQRAp9Nhe2eTUdiiH9bRLcXsllTLeNHJCLwQqasNDFOLAh8VBKp+MnUJDEsjbRWRIsvh/imDnquqGJaBjLafn5/HdV2WV1bY2t7m8PCI+fkFYtKHbDZLLpfDMA1mq7Osr68r3Zh+n5OTY/qDPisrK9iWpWCIZ2fIULK4uISu6YQyJAwkpyenaLqWONmvygLfNN/3OTk5IZ/PYzsOR4eHtFstFhYXSafSkXOtUywUaeVbBEHAbKSvI2V8LyuSgHQ6g5Qho/EITWiR+LCBYcTQP3WfOo7NxsYGw+Ew6pHJKMY0oU0gslEgNIj6wqSUzM7OomuT6mIc3KTTaU5PTwlDRbrgeR6+7yOlZHt7i0KhiG1bdDpdnj17Fh3xVGXyJUM0PW+Eoapyuq5LEARcXl4wHo8SQed42+XlZfL5fPJaPI89ffqUg4ODhMxlMj9JBoOhGrORqvj0+316vb4SKJbqfBR8rZT0FyntsQnr4eeZgiM65PM5arU6pVI5ST7FP58+fUqpXOL2ndtRRSUkpsGeDnSnH+JY+8cwDEzTeJnvfu0Yfhy7FgBFv5s6rM5kaPRdOqOXs9VFnyYModuyGPZ0NE2Sq/h0vRGVapWnT5/S7Yzw+w06Zx8jZYjQ0+BD2zPQrQytWo5i+QLyI7WGhCaMi2haSDrVYzAUVCs9QqnR6qXI6AJTV3P2jw4a/CfbM5wct+i0x6xtlEhlLExd3W66KtO8eNnkJHFw8/xfSiXO9X2ogIyEMEPG3xEDCGSYyDW84quZ2pwAlZIggqPZQmLcqPxICaORR+1qQLs1xDB05uazFEspDEOn13dpNoesrpVYXS+x+6xBvT5gdu46Nb0Qigxh4GpkrS5+z8MuONhRbsIUYGgKChevHbpUQWQYH78Gpm7h9yWPHzxF0zRu3V5B6D2Wl7M8ezrm6KDF6noJx+6wuFjkk4+fcXQkubWz/NJxeW2v7XeqvQ6CvgILA6XHIIFysYRzWwmTdbtdZmZmuH37dqJgHjciN5tNarUatm3T6/WYmZkhFUGZ4sleNft6kT6Hgg2dn58jhGB5ZVU1TuuTRX1/fw87YkbTDQMr6kcyTTMhPlB9Hepnp91GCNCEwIjgW2PX5dP79zk/v6BcLuH7Pk+fPmVtbS2itZ5UgrSpBWs4GkUiiBCEUK9d0W7WMU2Tjc1NLNuOxFVhuoU1rj7F/03WpOlfJLyYnJVTO5hUf6KcLaCcrHa7zfb2NpomCAJJva7EZrOZDLqmc1Wr0e/32d7eZnZujl6vy+XlJU8eP+bNt94k9CVnp2dcXV2xtraOEIL9gwMWFxexbZt2u8Xx8THr6+vX+no+117hgAoh2FhfTzLLivrZY39/H9u2WVxcTMY7ZiWr1+sJg5diKTuLtJpgbn6eTDZDe9jB0CwM00OGoSI2MBQBwoumglpdF9c0N3RdU06GJggDiaE7VLJL5GbmqBS7HBwc0Ol0WF5ZJp/PEetJ7e8r6u93332Xb/7ET+COx5yfn2OaFoWCykKahhlRuM/geR7FYolMJsv+/h7Pnz9nc2ODwWDA1dUVm5ubqucpwtQ0G82E9MGOaORfZnE/iJxyuOKeku3tbbLZLJ1ymePjY548ecLCwgLlcgXDMGh32jRbipTBsW3V00cYVQZUoBRXdMIwRDPV8+W6bvK8IaXS/kGSj1jXnj17qrSeTJNyqZRUZ5SzI5ibU+LIuq4nVT/f9xkMBnQ6HQaDQcLIWCyWWF5ejkRnx0rrJpcjk0kRhgqyp+C5cSU2Gqc4nY1I9Jtc140ot1VQMhpNgh6l75Ribm6eVCpFr9djb2+PfD5P+pquktLdiSGGT58+pdVSPY9KQ2jE1dVVpMuzn4gxpzNpqtUZbNvmyZOnmKbJ+sYGpmEkMKr46L/Mo6ZpGjMzFXZ39xgMBuTzOYTQODtT2lH5fJ57d+9hmpFw8jUY5U2nW1U4VACkv9ADlsxrU6XfHy8EmtjN+zifMbi7kufTwzb98av7g4gCXN/T0Q2JxKczGjJfXqBcLvPRhx+xkH2IQEO304RSBx+yrmRsmOhWQK9bwtQC7LSHbo5AAykDPC9keaGNbbn0BxnqnRQN0aE5NElbOv2xR6c9plEfYFo6h/tNtm/NYFs6GQ1cIfBCBVcbjHw6gzG2pVHJKia9JKX1kqBI/f3yMw5RELaYz1PdzTfIsqc+HFeJJsMV02zHLwl0JIYGlpBYUUXG0kBH4nshzfqA2lWfXm9MseiwsVXGcSbuV7mc4vioje8FZDIWc/NZri57FAoOtnP9vknZAdsLI/rtAVenPdbTM9jRvjSh/sV3oyqYSVUViv7WNAOdDPefPiPwPVIph/6wgWkrAoa19RLPn9W4OO+ysKjhpC1u3V7n448f8eTp0efcS6/ttf3Os9dB0Fdgl5eXUUbbTLLLw+FQKZHrOt1uN4HApdPppFF60B/QbDaTio9hGBSLRWzbYTDoc35+ztzcnAouIqdXOeNramKcyqoVi0WOj48xTQuJorIeRyxc/UGfwA8SJi2IJtAwZGZmJunzCcMQy7S4c+cOtVpN0TzrOj/60Y+STG4Ch9NVP5CyEM91yWayhCGMRyNOjg9V5nx2lrnZOZVhnRqzMIJ6xJ5MItYJyfIlkcRA8mRRSxyheOnSbixh6r1QSq6urhRrXy4XNay6NJvNqGKgIE/HR0ek02kVaAI7Ozu02u2kQuB5Hu12m83NLUrlMsPBkFrtiqdPHmPbDv1+n7n5eWZmZkDcZLP78S1uOocJC12/30+cybiiEPeQxfonytlThAwPHjwgn8+Tz+cxDZtSehFDt2n2T+mPW2CD74bESimTSpvK0Bum/oKDqUWMcZ4bYJoW5cwi+dQcmqaCmZ1bO5yenLL7fJe5uVnW1tYUw9vaKjKUpFJpOlGlIozuuzgbbxiG6hOKHBUhIF/Is7W1xd7eHk+fPsV1XWZmZq4RhgyHQ8XENzurdKvEtAP7aos/e3JyQqVSSZ7NQqGAk0pzeXHB6ckJ7ZbSfTk9PaFYKFKKKmw3nV0hBKZlKnx/lGwAsG0nwf1Htc0kWz07O0u/3+f4+JiT42NS0X0am0D13MzOztLtdpOgrVarMRwOsW2bYrFIoVDgyZMnlMtl5ufnI3FOlfjodDqJtpCu6zhOikG/n1znmHXS931GoyG9Xi+pxqjqlhIurVQqZLNZNE3jyZMnZDLZ5DrENhj0SaUmtNBqaEJ0XWd7e5t6vc7V1RWgAmrbtqlWZ0il1HxoWVYiKK30gUI8zyOdTmNZlgremOQ84vnvi0wRPyjoXKOhBKHPzo559OgRuVyOO3fuYDvW51KpC0DT4r4PNzpW/YaDrq5rEEoF90OgaxOClh+78f8l5zGTtbm7lOfTozYj73NYvaJBCgMYdQ0Mc8zluMVb77zFhz/4f9MLr3BSeXSh4MAAHSOqfwgBwsIDwrGgUmyRdsY49hjDDJASBsM0p+erSUWxN/IYez4/sVbh5KRFuZJmbj7Hk8dXtJpDZudyWBqEIXRcj//nD/b47LCOG4QYmmCpkuOn31tnZSYPUt6YyZMTmhprkq4fKRSRQdQWRCij3qApKmsg0gSCJLMjp9Nm8Z2ltklpIbYOllDkDrpQcDQRhHTaQ2qXXcJAMjuXZW4+y/lZl/pVn7mFnEoeCUE2p+DBvZ5LqZyiXEnTqA+o1wcsLOav3bumDmY6IGWkaDb6tOt9FpbySZJxelGJ1/zp0zGNDHvPL2l3Oty9s0XIkKODKwy9RDZnk86YrK6VONhvYtsGM1VBsVxge2uNjz767NX30Wt7bf8/9v48VrI0Te/Dft/Zz4k94u573ryZWZXV1d3TXMYzNGWS4kgUTdO2CBnyQkumDfgvWzbsP2zYgGFQhgUBJiDbsGXANCCLpkSbJEiYBDkUKWFIc8yZnp7ume6qyvVuEXeNfY+zfv7jO+dE3MyqYlMzRqkH+aKy8ua9NyLO8p1z3ud9n/d5fgbjAwj6BqLdbudqam/evKHX63FwcMDBwQE3Nzecnp6ys7PzYKBa15RnTbFYRAhBp9Oh3+/T6/VwXZfpbEapVGJjYwMhYDKZcH1zw/r6BvV6g6xin93kvYJKFjY3NzDTRNrQdSzL4u7+jm6nx9OnTxFCQ8okN5/0/YBev5cn2EmSUKlUefLkCWdnZ0ynUyqVCq7nKdf71PwQlklIJgygmyZxIrm/vWI87GNZFodHRxgprUzmQzHZ68jpEVmr/2EH6P3K6gOZXCTIJAcf+Xcl+AtlXrm3v5dXsAfDAVLKHDRMZzN6vR5HR0dYlkUQKONJ27IIfJ8vvviCjc1NPn7+HNdR8zme5/H48RPanXumkylHR4fpeVXzHz8dTefBv1a+fkgBGQ6H3N3dcXR0lKrfKeGCKI5otVo4jsP6+vqDBCuTIgc4Pzvj8PBQJcvuJpbh0p/eMJrf4VoWllZkMu8RJT6gkjfTVtKt73HvNYFuauhSo1bYoFbYRtOsNGlRnj/7+/u5bLLnFfj+97/PeDwG4NWrV8xmM/7oH/2j+fC/SJ/omVjIAwpMOityeHjI69ev8X2fxto6CA2ZxERRyNX1FZZlpqDWyI/ll1FpViNJKZCTyQTLshgOh1QqFTRNwzJNdnZ3KZXL3N5c8/r1K4QQeSdUPkjSFLARrM6jpd4zKajMNT1WgIeUEk3Xch8kwzCwv4xGmSrP3dzc8PLlyxyobW9v47pufgzPz8/p93vs7u4CSma5UikzHI7Y2tokS24LnsdsOl3pxsxYLPy8wFEsFigWi8xmM/b3d1M/IzNdd+oaKhaLqRBLkivXua7LaDSi0ai/U61XtEHDMGg0GozHI46PjymXFdjTtOx9c5xIVskPQyVjnxUn5IN3za6hDPS+f45XqbOWZbK+vsbV9TXj8Zibm5u8IKTmuZIH7/EufTWjyfm+n0pgP5zryD7LDxOmi5ggfb+iY2LqGoYm0nXy05vvfllommC9bHOyVaTZnTOahe/PsqweAyAMNJIE7idD7KrFR8+fcvfmC2ZzHyNMAKXyqZlApEw4l9eRS6dvU/QmOI4qqM3nBcbTEg/79oI4kZip+fX2ThnD0HEcI5eM1iTMJnP+d3/rx1wN5/mxDYHX1z1uB1P+7B/7hN3GslAnHtxMs+0SecEMyNXTNCRokjilismVV6y+X+bzk4knZFezJkCTMRPA00MsITBEgi7Uts/HEe27Kd32lErN5fET1fmRUinDtS4HRHHCzm4Zw9AwTZ1Syabfm6cUOY31jQI312Maax62bax0+1V31jQ1trZKtJoD6nUX1/tqj7Ls27pmMZ1As3nD1tYGm9slgjBkOrU5Px/w+KSB6xqUyg4bmyWur0aYpk65DMWSg2VbX7OCPsSH+NmLDyDoG4itrS3Ozs549eoVmqYoIHt7+8RJzPb2NpqmcX19nVezNU17cCN3XIdCocDR0RG+79Pv9wl8n7muM5vNctlcz3XZ2tpMKXBpQpVWlm9vbpnP5ywWvppLEVrasdEplcrc392jaRqO66b4QnVLZnNfJfCo72koVbF2u02xWOSjjz5mZ2cbITQWizlxHK9IHKvtT5LUBE430+q2GjQvFAq4jksUR6qqlQ6/5g9usQqEMp5/xn17//G+fGit/nw5oJpFkiT0BwMkkmpKuYqiiE67Q61Ww7IsdF3nqtUCBDu7u+mcjerqZV2UVqtF4PuKSiS0vHtlmibbW9vLuRCxTOLiJMLQ9a98eL23R+mDsNtRQDqT+p7NFJVsbW0tHYBfJti3N7cEQcDjx4/zjhZAr9fj7u6OR48e0Ww2KZVKvH37lp2dHTY3NylYVSzdwTEKaJpB0a5x276kPWiCGaGZS4WwfPvlMlEQQlCwq9SL+9hGMU00lutYT4U6qrUamhD84i/+4oMOT7fbzQ1RM/U9XVO0ojiOc2C+OjfiOA4nJyecnp5yc33FYUo7GwyHjIYjjo8f5WAg+/NPi36/z3A44MmTJ8xmM05PT6lWq2xtb+O6Xi577XkuZ6enRFH0wP8nm7lTx0QdA7EyiKBkh7N+ZXaM1PWWHSuBwHEcDg8POTs7o9vpsLW9lV0FOR3LKyjT00KhkHskrYZpmpTLZQapDHzmUF8qlel0uiwWvqKiInNwfHV9RblUplgsYZoWk8mE588/xnGcvKAxmy3QNAUsVzts5XKZZrNJGIbY9lIqW4kwJA8ky7NzGEVqfimKYiaTCevr68RxRHYPW64z9beQasYwjuO8SPSwA/TTIwmRzlpJKen3ekRRzN7eHo8ePeLzzz9XJtHprJUQ+gNaFmQdoIT5YoHnLn2T3g0pIY4ld4M5N30f19bZrjoUXIOiowx+TUMBouX5/WcPXRMcrheoegYvr0d0xtHXACGBTAQiEURJxOXgnp1SBcct4fs+llVAN2wm82XH6v0KjsZoUmE0qaY/ze69D/s1sYQfXd/zL368hWXpxLFkPgup1jxAEIcRf+UfvuVqOFey2cay2xzFCeOZz9/7zXP+9V/6TvqpSwns7BNVB0SmEtbZPUniCCW4kABISSBhKaS3fE6IvHsoECT593VidJFA1huPZ0QyISbBkBr9e59RP6Jccdndr9DtTFnMIxzHQNME1aqDrtW4vBjQiofs7lcwTY1qzaV5OcD31e9Wqi73d1O6nRk7uwrsSQn3dxOSRLK7V6FSdei0Te5uJxw+qr0HmrPHaL4edI9W8x6Ag4MNpJygabC3X+HstEfrcsCj4zp6CsKiMObstIdhaMQxVCoeH+JD/F6KDyDoG4jXr1+nQ9AqCdze2SFOlLN5pviWGTz6vs/29raaH0gfJpZp5Zz7arVKuVxma2srl+fNhu339vbSjo16JEhglFbaQVCpVFTnplphJYdNk06V3DiOkhUO44S5HzOazEAzmS1iNE1gGBpFT82f/PjHP+Y3f/M3OX78mOcfP2dra5MojhGaV9x/vAABAABJREFURpwsxQj8IEofThqXF+fMplNcVxmYjidjer2uqiintCtdU1Qbr+CpBEQmyJTyJhAgskRyGVkik/87+5/IjsQy6UzimLvbW9YajRywTadT5vM5e3t7+WzFzc0Na2sNSqkHShiG9Pt99vb2aDQaTKcTer0eb9+84eOPn6du8NlnqW5D5l0iEMxmc5rNSx6nqmg/TWQP9tFoxNnZGQcHB1SrVZqtJqZpsrOzi8hAM0o97uLiIqcmZrFYLGi1Wuzs7FCt1Wk2m+zv71MqlWg2m0ynUw4PD3GcAo3SPjJJCMKI7u2UcnUbsxQx8TtEcZhul1jZRoXyLLNAvbiLZ1XUcU4iSIfgTQSz2Yzr6yu6vR4729v82q/9GqPRKE/4wjBUYKzg5ecUyE1S41iJbiQyIUnivNvgFTwePz7h9PQtFxcXbG5scHN9Q6NRp1gqrVBFHiaYq2sme68gCLi5uaZeb7C5uQkoAYnr62tevnjB1tY26xsb6LqOYZi4rst4PPmKeYRMvENCOh+kAHmSg8NcZl0u9zcDeULTKJVK7Ozs0Gq1KJVKaYdCzdMoUGemM1bkCnHvRqVSodvtMp1OqVarSJnkYHo8nlC3zPz1ADvbO0qMQdOYz+e8ePGCOInV3JeUVCoVbm5u0/vFw3WcyZLP5rP0/STFYpF2u00YBuj6UtHQ9xfc3NzS7w9yIYHb21sODw+/tlMnhGC+mD/4vC/DDF+HI7L5rG63x8XFBe12Owdsm1ub6Ib+zvtkYG+1u6Sq9L6/wPO8vHP11Z+p4dkGJTcGAbeDBWIEFc9ko7Kce9Hf6bSuzsBkfytBlpg4SohiJVWdSIkmFJV4Pp9TEjFj3WQRfzUMiiLBbGzgVWMiYq4XC+rVA6zuaxaLKY6rUgbH8pmHjmqsf7mGgNq2r4Fcl8OQq3aPza0S47FPHEtKJRuQzKYBP26PQIJp6Or+ngJaQ9OIk5jm/ZD+dYeCpqOlkvNJpM6BW7bZOKirPpBclsIEYIgETSilyESAIZXFacYUkCSqtpYVI5JEFbBkgpCx6izLhDgWQJHhaIZhBAgBiwEEY8HRUZ1yChh0XXBx3idJqtQbLqDob0fHdc7Pelyc9zk4rFIo2mi6xni0wLY9dB02tgpcNUfUGx6uayIEWJbO3d2Ejc0ilqWztVPi9E2X6cSjXPm654ggCg3a7Q5KlGWM5WT3VI2DwxpvXnW4ao3YO6igaYKtnTJe0SKKEooFiyD4uvmyD/EhfvbiAwj6BqJaq/HJ8+ckScKbN284Pztjd28/Tyo0TaNer2MYRq6UtLu7m1ews0Td9/38a9u22d/f5+zslG63y/Pnz7EdW928E4EUgvF4xNtU8enRo0MGgyGdTockSTC0dGZHKuU6XdfypDkBJvOY160R82Efy6syjKfYpsZ61SWOJvzkJ59hWhY/973vUa3WeXv6Fst2mM18JpNLev2B8g6xLOZznzCKaLdvubu5Qtc1Hj9+zP7+PkEQEobBUk0KiMJIDZv3e2xv72CYBkLKXNXnq5KjVfoc8IB7liftEsaTCdPZlEfHj8gEJTqdDsViEdd1MQyDm5sbfN/n4OAg70oMBoO82m1aJh9//Anf//6v57LZ29s7+L6fJtQCyZKXH0YhzeYlwIr88NdHVpnUNMHR0SGO43CRSjHHcczz58+xLFMRN6RkMhlzfn7O/sE+gR/kinHVapVms6kSvM2tPFHWdZ2NjQ1c1+Xs7IwvvvgipSOViYFWs4Vp2hztPSURPt2Jw2B2Sxgt0uOtkg1NCHTNpOZtU3LWEShRDMO0WCwWNJstbm5uGAwU3TBTPvxTf+pPpfMmi5w2lZluLo+BeNAJymSllYyykivWhKBUKvH48WMlB9/t4jgOm5ubzKZTTNPKVRLfpSllS+n8/Dwf+p/PFzx+fJJ3LarVKsVikW63S+vqisFwwN7ePoVCAc8r0Ov10gR/NSFJu0Hy3WT8/eQ27/68060SAJqg3qgzHo+VJLbnYlu2Khgg0HRBrd6geXmJn3Yls/3IfHMGg8GKkmQNANs2KZWKDEdDavUqSJGvy/l8jlK+03AcB9u2GY/GlIpFQFAul7i6umY0Gj0QmxBCda9M02Q6mVKtVFNgoaTvp9M5luXka9r3lcDC5uYG9XqdZrOVUvf61Ov1vJgjRCbWIJWB6nROv9fP10zWeRMrXaDlPeIhJU7T9NTPq835+TndbhfDMDg8PGRnZ4f7+3vOz845PDpUr9NACCOftViNOM7mktwHAOg90AIKDCOpFU1MXRLFagbSDwJ6wxFJsKBWMJBJnCbyIESswIBEgf4UtAdhzNyPsUyD7shnFqdNdM2gaGuEMSAMTMtlq2bR6s2JvsJDCGA2NdFNiVMMSGRMt3RCLZxijW/xZx0woOTNGC9MothQAjb5alZf6VpMnOhf/gHZ8ZLwf/+tz9iqV+m0p2xsFrFtRRkbDufMwlgp+2lK4SxOlkUKDQijhLA/wSg5YAhMR8c0Fa3bdg08LQBU4SmnQiMxNbV+YhkjkyT9AzKJSWRCnCSqUJZ2Y5NkWaRIEo1ECoLQZTEvUSBgOK1SKd4iBESxssBwPZFSBTW2tstomqB5OSCOExoND6EJPM/k+LjB2WmP89M++4dVyhWH4WBOveGkdFab9p1OtzNld0+xFIolm5vrEdNpgGW5FIs21arLzc2YQtHGMLR31rwKQ7fpdqYEQcjaWo3m5R1Hx1UKBUVhtW0livDmdQfXM1jfKKLrglptWaiIk682Bf4QH+JnMT6AoG8gvvud71AsFomimJOTE968eUMYReylQCeLUqnE8fExzWZTJbP7+7mPj6ZpLBaq4pjNNOi6zt7ePmEYMRqNlAStoSOTmOFowMX5OeVyKU1WHEqlhLu7O2VuaigXgfeVdtT3/DBGaJJq0VQcZdfBNHS6d1e8aDXRNIHnehiGSaFY5nt/4JDOYMp4HqA7BYIZyNEYkhDPMjBMi9blOXEcsbu7y6NHj4gTiabr2LqLAzmAkajB97vbOyaTMdVa/cHx/NohZbFCkpBZR2bpdZIkSsa3VCrjuh6ZBO9oNHow19FqtSgWi9TrjVzytt3u0Gg0VOcsTnA9N593ePHiBYVCgfv7NkLAzu5OthXESULzssl8PldGpvpXJwtfVklW51p1EZMk4fPPP6dUKuVSwUJAEAa8fXtKqVRke0v9nuu63N3dpYqB8NFHylx19fhJKfMB8FarxRdffMHhoUoA+/1+6mtkAzbrJRPLcOlOWiyCyZIvr+lUvU3qxR0s00Eg6Ha7XF5e0m63iaKIYrHI0dEjtne2qZTLLBYLrq6uuLm54c2bN2i6Trlc5pf++B/PuxTZMz07J0uzT9KuoZYKDegITQ24r62t8fr161SOWaPf79MfDNnb3WVtff0dKqLM98EwlGiJ7y+wbRvHcZYdmbQQsbm5SbFUotVs8frVSzY2NimXyyRSMp1Oc7+dlYObbudqh0Ao+XQpkfo7PM0VahnpOhZCoJs6e/t7vH71mvu7e3b39vKBdRCUSmV0Xef29lb5jQ36zGdzDMOgVqvy/PlzXrx4Qa/XI0ke5QCnXC5ze3unujC6mYPj2WymZvh0RUUsFosMhyO2t7fQNAV0yuUSvV6PRqORn5/sXLmuy3Q6XZkLMvE8j9FoRLVaTY+rut89e6bmEDVNsLO7w8XFBdfX17nH0crBRKbH+ez0Le12h0rq5ZXk97AlLWqFXZvvbxRF3N3dcnFxQa/Xw7aVHPnu7m7urbW5uUkQBJyfneedHyGWRRT1vg9V4FYpcFJKfF8JrMzni7zbKKXq0Mj0epFozMOIMJRMFzEg6I0WzIOIJAak4PFeiYJtousarm2k3SnBbJHwRXNMsgC9UGLDVSBttoiZhxHzOCGJQQ9izCjB0jXCVKH0/VCeX/5cx/Y0NF0ihclg7fexsbbAHdwx7UFVWJh7ZzSvDwhCE9ed47mzlOIrMPSQdm/7Sz9heQYFYaLzf/hH/4j/wR/+w2xtl9A0CMOY8cinYBv4s3B54lBdMQREUmDpgp/7TgNTFyktetl3SmRIEvskUj0fEimJ027xNP13kopSxJL82SB5H7Sqr03miwoLv0QUO8TSQEpBgRtMbZCvN2El9G4XvHk95PBI4HkOmibY2Cyh6xo31yPCIGZ9s4hhCBzX4Phx2hE661Gtewx6EYt5nAIpQWPN4/ZmTK3uEIaSQW/OfBYy6M+pVtV9aXO7xOuXbQaDuQJZ+fpbHm9N87i9aeI4Nk+e7XN5cc7leZ/jkwa2rdZSoWixt1/hqjnEdgzKZedLn0Ef4kP8XokPIOgbiDiO0xuy8gYplkpcX12xmM/ZPzigsCId67ouR0dHNJtNrq6uODo6yt3glReHqm5liZXjOOzu7tJqXeF5HrValV6vz83NDY1Gg62tLT777DMQqntkmiaL+ZxioZA+RGQOhlZvpH6YoGsSy9SpFB0cx8LQdYz1BjIO+f73v592pgySyMfQBSVHp+joHB7v4RXKaQU0oXN3xfnpm1zO+5NPPkE3DJJYzXjkd+40iVE0CA3bsQmjaLWh85VdIFitBAuVZGZvulLFnc8X9Pt9Hj8+yZOxXq+HYZq5Wt9oNGIwGPDs2bO8gjwej/EDn0ZDGVVGUcyb169ZX1+nUChwc3PDD37wA1zX5eTk5AFdrNvp0u12+eijjx4YnH75Pnz1A2g+n+czPbquc3p6yubmZqpQdo2UMfsHx2jpYPba2hpxHHN2dobruswXcwrFYn4wut1u3nW0bTsXWDg/P2c+n3N8fJyblQJYhkvN28bUbLqTFuNFT1GrrJqiwdklZrM5r9+85qp1pWajtrfZ3d2lUlEeMVEcE0YhlmXhLxaUyyW+93M/h5POOxUKhRzwZFXZjLqUpAatAtV9krr2IAFdLOaput8m0+mU6+vrVAxAcHNzw2w24+DgIO+WRHE2cQ+7e7sKSNzccHV1xWA4pFIu592RrCvhuR7Hjx/T7bS5ubmh3+8Rp7LUtVo1X/PZ72tCoAn9QUKdU+DS9ZmRV5dJ+5JvJNJ2oOd67O7ucnFxQblcppKqrwnAMo0c/BVLRdbW1jg8OMT1XHRdxzJN1tbW0mMwp1j0cvB72WziL3yMwnLIOkkS5vN5TnV7OOdj5wDq5uaWKIrS7pxSkvN9HyllKo6gKHS6rlEoFJhMJjkgUB1wAaloRJJIigW17be3txwcHFAqFVPqYzbfmODYNicnTxgMhqk3mpYqS8oHyCdTNBRCIwhC7u/vaTabDIdDHMfhyZOTdN07qbGpKigYhsHe/h6vXr5K9yfAcWwESr0sW5thGGKaSyPUbP+HwxHD4YhisUStUSZKIIgS4hgEGgkQZWubiHEQEJqSWLfwHI11W8ezDWZ+xNVwQdTzMYTAtjQcS2cWxPiLhGkYUXANPtktUy2oQloUS/wo5nbgczdc4IcJ7eGC5KtvmdkqI/Q1kkhgmOoYygTutQKbe78Pemf8YjXh70wtDnfPiGILz50jREYlFUymRSw9IIjfH6RXZ1mSINBEgq7F7OwuKdmzqVKE/MWTNf7Wj28IE4ku0pkfoYpIUko+2S0hmONHUhmupmA0kep4ykR12MIggoxOKdTaUiak2XW1ekAkUaA8zuIoQdMFMoZ5WGA034HcgBh0OYUEDG2OlGp9GaaGaUkWi5Czt30OjuoUixZCQL3houuCq9aIKIrZ2ilhGBqWrXP4qM7lxYD23YQgiBmP/Zx6WCxZRK2E1y+66IaG55msbxaZTgOCIMG2lajE2nqB25sx5ZKNaenLx6iUaJpO4At6vT5b2xu4rmR3r8TZaY/rqyH7B1WM1Ji1VveYTgOumkOsxwaO8660+4f4EL934gMI+gYiM/vrdrv0+30AHqXeJudnZ7mRYBbZ7NDZ2RnX19e5FLUCQcs5j6wbVC5XqDfm6UN+wGQyZWt7SynHrdDBDNPAcRwWi0VeHRVZ6yUNNcshWQQxOjEaEtuyMDQl6arrRk4POnr0iI+efYTruURRTGRqaALKBdWyn0wmnJ694fr6miiOqdVqfPs738HzCsTJu1zjlapcKnyQGUrmG4b8KbpAKZATqzBkGZ1OB8syqVRKaAL8KKLb67Gxvo5h6hiGztXVVX4OlDt9TLvdplIu47oOIGi371ksFnz66adIKRmPx4xGI+r1OrVajThW+zdLpZaz+Zv/tBFFERcXF/mwvKapxLLVanF3d4fv+zx99hTLsnJaIALGkzEHBwfouk6z2WI+m7O5tQXAZbPJdvo1qCr++vo6t7c3LBYLBoMBtVotX5thGHJ52WJra5Otygmm0WQeTKgXdyl5de7u7vnss88IgoCDg4N0xsghkQlRum7T/kbadfG5ubnhxcuXfPvTT/E8j3q9nu5Dxs+XeRV/Mh0r7xVNrXuhibwjEqfS87quc3h0hL/wubi4wLZtfN9n/2CfJFY0qCSOOX58nC571ZUz0q6H53nouk6r2WRaq+US9JAmwBJsXWdra4tKpcLV1RXT6TQHAur31B9NW4LyvMsjIDO1yi69JeRZXojvJSFCUK/XGY1GtFotPM/Dti3m8wW6rlOr1ahUKmxubS6ve7GkY1UqFZrNJpPJhGJRddps28YyLabTaU4XBCWmMJ1Oc8nvYrGYAptpPjekVNNiRqMRmqbl69/3/RxQzOeL3Ay2VCrR7XZyqmO7fc/m5mbaPVvO2BweHtDpdHjz5g2ffPIc01IKg0ohS60FJbSSiSKo1+WgR1PAUwjBYuFzc3NLq9VK97vIs2fP2N7eUusyUd0cRX8inxecjMeEYYimaTQvL/E+eoplmmT3H6UCZz1QzJzP57mNwdb2Ngk6b6+nTBcRtqkpE+F0GxFq1ZmGxkbNZTAJKHsGW1UH19KxTV0JVTgG43lIGCX4YcJwoWYrQ5HgOjon20XqJTsvIlmGwDQ0Hm8a7NZcFlFCb+xz0ZmxCL5GMlttGkmshBIQigYoZcztuAfAfjHm8s0aR7t3FLwpUWSQJGqNapqkXBoxW1j0+1ukdmHL92bp1VO2QgwBw/mYWqGMlJLhcIHrGfyXnmzxW60+zf6cJKUPktYpyq7Ov/Rpmc5oSioylxbvlteOTCRRINFMcoAmNIGuiXydZFskpSSJE6IwRtNVB8a0VbFC6hIt8DH1CRIDTUswxRTbHMC0iG5oQIJAUHRNAk+jWnWJIsHFWZ+9/QqVqq1EEWoKCDUvh7k6nGnq2LbO/kGF1686TCYBw8GCel15dRmGRrnsMJsGHJ/UcRyTMIx5/arDbBpg2+p+1Fgr0O/N6XSmbG0v8weQGLpN67pPHCdsbtaJ4jmWreeCCHe3E7Z3Sjk1dXunwvlZj6vmkIOjGqapAJL8pyPoD/EhfqbiAwj6BuLVq1e4rpuClQaz6ZTNzU2klFxdXXF5ecnm5ia1Wi2nSlmWxe7uLpeXl/T7/Xw4PAzDvAuUeY7EcUy9ViPwfe7u7nn06BGbm5vKmT4DG0Ld6AsFNcOgBq+XT6psNoaUtuGHCZqQSwPVtIJ9enbK+dkZ7XabXq/Hiy++4Od//ufxfV+5us9mnJ+dEicJ/V6P6XSK0DR2d3b4+OPnFIsFpbSW1r9FVhWXqoIOGRCLWcwX1Bv15c+z7k765Hs3UcySzPx5l7eQVroy3Q7bOzsYupE+gIckcUytXkXTNGapSePGxga2bROGAfPFnPF4zMnJE4QQTKYTrq6uODw8xLJsDEPn+PgRv/Vbv83d3R17+/tUKxWCIFBJlFd4T6r6q+LLGl1JktBstZhOp3z88fM8sWysrRPHih5nGAokZxQkNIEhdHZ3digWixiGSa1ep3l5ySg1Sy0Vi2xubj6g8tzf3xOGEZ9++indbpdXr15xcHBArVbLk2jD2MO2Cxi6ySKcUvIa3Fzf8dlnn2HbNt/61reoVCqEYYifyoqL9FzIdHbJdV2effQRpXKJKIr4pX/hl3JK2rueQEpBLOLN6zdsbm6yubWFbdkq2U2PUbvdZjgccnR0hGmYmEXV/ZjPZ7n89i/8wi/wK7/yKwyHQw6PDplOJti28ut4+/at6gIOhxwfHxOGYW4KGoYhcRyzttZgPl8wGY+p1evKVLdYxHYctjY38uqzYl+KlIap5dfrkum2ct09WL/LNZA2gB6Epuns7+/x4sVLbm9vODw8xDTNXIq6XC4znUzQVua+sjd0PRchSDs0GySJ6pJYloUfBGkypF6TyVxnoMOyLDzPo9Pp4jg28/mCbrfHeDzmzZs3qdyxS7lcplQqousab96cMptNKRYLSKmk45NEpnRDh063mwI5O0/EQMNxXBzHyb3UGo0GlUqFQqGQCz/M5/NcjlvTNIz0mEopCQN13jqdDq30mimXy3zyySdsbm6m4CdO58lSL6QkYTab0UvFI3x/wdraGr1eT5kRn51zcHBAEATMZnMajVoOgOI4zruMm5ubacFAMPMjbFujXvYouQZGajyspSdWoO6zQZQwD2JsU3V6bFPPvWT2Gx6ZSmecqE4PyNwMtVa0ciC9up6EEHi2TsExqHkmk1nMVTD/ijuOijgWjAcWhrVAN2X+XolUn1WyNCrlOa4zVwBIrlCMpSCOddYbffzJGpPAJJHKsBPULBAItoo+f3R9yt+8KfKPmq/40x/9fuI4YTiYs7HlUC8I/qf/4hH/wa9f85PWhCBO0DXBUcPmT35aoWhphLH80nukopmC+WU6AXL1i+VFlaSzQZq5vP9lO+64M3T9HJECJF2LEUKQTIso0QRwLINq0SYoRkQh7B9Uub+b0rocksgy1aqixpXKNgdHVZoXQ5qXI/b2y1iWznQSIBPJxkaBxTxisYjwCkoMoVpzmE4DNE19vmXpFAoWw+GCStVB1zUsS2djs8jd7ZhqzcVxMmq9AFzu7lQ33rQS4lhd44Wixe5ehdblANczqdXclO6rsbtX4extj/vbMdu7SoDl/n7ytevmQ3yIn7X4AIK+gVhbW+Pg4ADTspXa0hefMx5PqNWq7O3t4TgO19fXzOfzXDI7UypqNBrc39/jOE6uUJYBoDiOidJuied5qdBAwGymuNqaruUqagJVNS+VStzd36u5ICt1ndZ1HMdhPB5TrdWIE0U1MJMQx7GXVT0h+Pann1Ipl+l0Only1+v1uLm5JowikHAxm+X0ulKpxOHhEQcH+/k8StbxWXHHeJjxyYTpZAICXMfJAVCS0jSyp9qDZDIrsa50QR6mmMuoVWs5feX+/p5qrZqbMTabV4RhyP6+kjCXSPq9PqZlUSoViaKI87OzdIi1CkAYRTiOS2NtjV63y4svXvD7fv/3GA6HjEYjPvnkW187B7Qa7z7fpZR0ez3ubm85OTnBdZ38d8IwpNNps7Wlkrvrq2viOFYy6ZoAjNyjSGga1WoN13H44osvANjZ2Xngaj8ej2k2mxweHlKv1ymXy9zd3XF5eZkLRTx58iSnSdlmEccuMRqO+PyLz/E8j08//VbefZFSPtxvKRkOR/k6/sEPfkC/16M/GPAf/od/hZ2dHX7+539eJeMr53Y2m1EoFDg8POTu7o7xeMzu3h6VcgU0wXQyyU1Rs3kigEKhkFf6X718yfr6GmdnZ1QrFW5vbzk9PSWOYyzL4vPPP88NRDe3tui027lk993dHfP5nJMnTygUCuo9qlWmkwlBqICS6iRm19tDkCPy/70PbB7G+yntu7/vODYHB/u8ffuWSqWSdmvU64rFAjc3t0wmE0zTwDQt2u02/UEff+EThlHeoVTborrBUiGi/LPVDNCQIAhS1TMl3PL69WuGwwGapuG6Ho8fP6ZYLKRzi2YOdpMkzueCMlqgaZq4rsNoNGZ3t4RjO0wmE9bW1tB1nfl8wfX1Nc1mUx3PjQ3iOKbZvOT8XHmPFYtFCoUC4/GYOI65vr6m1+sRhAFRGOW0tiBYCq2Uy2WeP39OrZZd81G2FNXfwHAw4PLyMjWjrlCpKopyr9djf3+Ply9f47qeMrzODYlVd7bVanF/f8/jx49TfzEl7mKbOvtrLsoUVWDoWt7NzgRg8qJOInFMHUPXcgn6fDkg0IXqwqe3azx7laL59RFGkuDrjFNX1xoo05sH99f0tVaDqtNE0yRRJN65v0riWMOyInS7Q11vMPINYpmaHWsJW8UFe86Ci6nDcOpzOW4ymn2MiHWiKKZQEkz8OboW8me+V+MPH7tMgpiSa1ArrFouLLcvD/n+fTOLJFbdO03PhESW3w/9BNPKzFHl6l9oGthOvDwOAnLHAwm2oVNybGzDpljU6dz7CATb28pj7ro1QiaSWl2JZhSLNoePqlyeD7i8GFAu27TvlDhEve5wdtpnNPJz7x/PMxHAeOxj2zpCaFSqLjdXQ8IwztdJtebS681o3yshBaXg6jIcBoyGyufs8uKK/YMSpqU6XdWay3wecnU5xLZ0vIKVf+befoXLiz6GqTGfhbTvpz/F2vkQH+JnJz6AoG8gtra2sG2HBIll2xRLJdrte8rlUk5BCsOQ8/Nz4jjOJbJFSoEZj5UUcza8myWW2fCynVZIDcPANE1u7+4ol8tsb++knkEKEGm6riqqKd2lkNJidE2nWq3R6bTZ3N4hjBQlLokCbKeSc6llkpAINfR+fX3N5uYmOzs7hKFySR+PxwyGQ0rFEpZlUa/Xc+pJEARpkqQ8jNR/K/SfdGBcplSX4XBIvd4g8yhKkdCXHt9sbiKL1TQ0e25myne1Wg3bVpSx2WzGZDJl/2Bfdc2ihJvra2UeWq0SRSFxFNPtdnPJ4KvrK6bTmap2v33L3t4us9mMYqHAz3335/jN3/wBvZ4CQpnk86qHzD9bpIPgZ0uVt2zP4jjm5loBtpOTE2zbTsUAVAci+zs7Psu5mUU+x6FmKtT3gyDg8vKSarXK2toaoGhRu7tqVuazzz6jWCo+EPLIaGovX75EIPjkk0+wbYcwDB4kaCJNILLEem1tjVKphOM4tFotQF0jrqeU+eIkIQMASlVsSqFQYGdnOzcHPX37lvX1dRpra1xeXuI4DvV6/UFXazqd5tdLuVLhV//xr1Kv19FTKmG1WuXlixfs7O7y+PgYIQTj8ZhGQ4lhvH37ljAM1bW0s8Pl5SU/93M/h2maNJtNDF3n5773PX70ox8xn88omRndMRVzF+LBsf9p4ss6QA9/rlGr1VhbW+fysqk6UbYFqPnAyWSiOnKOzUfPPsI0TYqFIpVyJafi5qsrLQR4XiG9ztQ1ktH/ZrNZunbVXJBtWzQaDXZ2dtKujI4Q6dB/ks0Vqm0sFgsMh0OkTNB1A03T8w5TNlM0HA5ZLPxU1v2S6WxKvVbj2bNn1Bt1kiRhMV8wHCpVy9vb23Q2THVxWq1WLmKR3fsqlQqe51GpVDAMg6urK96+fcv29jbr62vpfVVdW4mU9FKJ7Gq1yvbOduoRZuQ0oE6npwySU6XLrNMVRTGXl5d0Oh2Oj49zwQdQVDBDF2i6oeZhNAUwlyRIkFI50cgE4hgsQ3tAIVO/9P75/zrp7IfrRBCECW+uJ3SnAe92Qb50bWnqQ7NOZDp9qpLxre9SOb3hIYn5/c91HEk5CIniGM9S3SBNxPyh2gLDFPz9tkUQS1xD46x3TUM2sGxBJCMGszmLICIMYiqeQa2kVMy+Dusp2my63e/un1SvNU01LxNHCUkCuqG6RrZrgHj3Ve9/WAbkMya2ZeqUXQfXsBHSwPMMwmBOGCZ4ns7mpqJp3lyPkZJUHQ48z+TwqMrrV1067Sn7B1U2NouKQl5xGA4WNNY85Rela5TKdk6T03UoFtV1Pp0GuZmqYWhsbCgD1XLFplJx0YTHxfk5pmnw8fNjLi/PuL+fsL1TzruMm1tF/EVEsznk8eNGDpDKFYdqzeXt6y6FosXRo9rXrpkP8SF+1uIDCPoGQlE1lApZv99nNByxWMzZ3d3NE9FSqYRpmvT7faIoYntnRw3dahpraw2CwM9NJLP3jKIIx3Hyh2y702E+V+97fX2dJwMAmlCyxZZlUa1W6Xa71Bt1ldQKqFSqXF9fM5tOiYSrkhchU2W6ZWKZmSVKKanV6hwcHuaD4J1Oh7OzMz799NvKKFHTQEo63S5XrRbf+ta38oLz0kRTCTNoqWu9FILhcIhpWXiem3eMssTny47t6iB59hCHFdNVKXMKWL2xhhA6UipZ7FKpSCGdA7m7u2c8HvPtb387m+JgMlGJdK1WYzQac3tzy/HxIwqFAldXV3z2k5+gaRqffvptXNfh448/5jd+4ze4vLxkd3eX/f2DFfncdyv9Xx9hGHFxcU6hUGB7e3uZTEsl191utzk6OlJJqyAFSeqI9np9Aj+g3mgopTOUsMLZ2Rnr6+t0u938c5Ik4ebmhiAIOD4+fiA2kCQJw+GQzc1NdF3n5cuXHB8fKzCh60qSutfj448/plAopABoeW5ASQmPhiPCKGJtbS2XNZ7P57TbbUzT5Pj4mELBIwyjPCnRhEYQ+Mxms5ROqJTHDg8PqVQqtFotbm9v0TQt3+5snQyHQ9rtNgcHB9i2zeHhIf1Bn7XGGm/fvOFHP/rRA1BtmAaZ2twXX3zBaDRSaaPQsGw7Vzf71V/9VUXDSruxtq0EQ7JEKV+TPARAPz0Oer/7895vCI3d3V2GwyGt1hXHx0c5bbVQ8Dg4OMzvJ9n9xfd9Xr9+/QCQZSBIzd0taaOWZeWdYQUsNWzbolQukyQJtq0A0PvbRQrAVReu3VZy/JalZlxK5TLdbo9er5+LfPR6PebzOeVymU8//ZS1tQaaEGrgPUmwbVup8hWLece72WwyGo0oFAp897vfpVAspHNASwPobO0qxcZ7rq5adLtd9vf3lOBCIrm7U2IJa+vrbKbeT+mBwQ98AHr9Pk+fPKFarTJOZ4Ucx+byskmv1+Pk5Eku+rEUlxFo2sNZr1WqY/a9REpmfgQCbFPLeuIPfu/LlsK7nmjv/ixOJHM/4bI9o9Wfq17OT7EAo1AjCjQsJyaWCo1nqzq2isywMBOBrkn18+WZx9Bj4ljDtub8qz//x/j3/+E/5ltVScWSRInGT8Ymtwvoj6G2FtAf1eiVRkwGAeuNCoPFnNkiJEkkhpUB1eWa/JI9ffB1JraRv0pAFCboRko/FALdMIjCmCiI8+6sJr7unrzyMymJwwQdda5c00SggVQy3ZouFJ3NM9F1wUYKhG5vRkgpqTfctPAWkcTKlkJ1eNQnlEo27fspi3mIUVRzd5WKTas5wvcjPE/HNHUKBZPhYEGt6iJSQFOpeEwmcN2a4DkVOvcjOu0+JydHVOsaYVTi8qKP4yilV8Uk0djdr/D2dYdWa8jBQRVNF4yGCwb9OaalYxjaslP2IT7E75H4AIK+gVgsFtzf39Pr9dB1nbW1Ru7fkXUJ9JSStrGxQa/Xo9Vssre3l1Z7jJweks18ZDQeJU8L/cGQ+7t7Nb+Rzn5cXl7y5MkTIEtQ1ANlY2ODTkeJNGxsbABgWhaWZTGbzcGy0YVUFAzrfbWfrKtimqbqDqXALDNK1VKzP5lSb8JQcfR//OMf59Sara3t/GEuBCTpQLNMJOPxhO2dHbIZklXVmyxWvUkQy5/L1GRPPV3U7ytZbOWa7boeEgXk2p0Oj4+P04q2ltMO19c3ctpQp9ulUqkghODy8oJavZ7LAu/v79PpdNjZ2cnNSS3LxnFcgiBgMBjkA+aLxZzxZEK9VuerOgMS8BdzpJTKPLe5lNU2TTOngwRhwPVVi7W1NWq12nIoP33b9n2bZlOZqbbbbQ4ODyiXSpyeneF5Hjs7u3S73TxxGwwG3N3dcXx8/EC9TkrJzc0N0+mUjz76CNt2uLpq8erVK/b39zEMI/ci2t3dzemDQKpoqBEnCYP+AJlI1hoNpZQYx2i6nned4jjCskyCIMQ0zZTKpFzj7+76JEmSJuOkiS7U63VFjZqMsUwTy7KJ45ggCLi/v2c0GrG+sZ77IHmeUlfrdrsYqUKi4zg46f7e3t6ytbXFfbuNbdsYuvKg0TTB2dkZ3U6Hw8NDWq2Wkh/3POy0a1AoFNA0ndlsxqA/oFAs5p2B/zT9v68Pdb1YlsXh4SGvX7+mVqtRr1fT467juC6mZae/rYoNcRznMz6r51eiOhWaIAc2hmFQKpUYDAb5/UYIjWqlyu3tLUEQ4DjLdSKEEtUIw5DJREljLxZKIOHq6oZMLW40GjEcDnMAnnVv9vb2cmpmHEcEcbJyb1gCs6OjIzzPxfd9RqNRKtVdVuIlQgJJLnaQFR5M02BnZzsXsXjx4iVra2t50WZvb09RCtOEn7RDfHp6CsCzp09pNBo5oH358iWZityzZ88oFIsrwCWdc/ynnHQJJFKpxt0PfDxHx9S15evey8kfJvlfBYCSRDKahVzez+nPQmZhjBTyp0TgkiSB+dAkmOnIFAQhY0rAaDojSJoEsxKl4hhinTjOREUiND1hOCrhOD6/cTHmn/99j/iLf/+Mqm4i0RhJDcPWiIVNu1Oi04Ff/bzHRmXI//gP/wGmkwg0gW4s7/kytVBYDfE1oCWO0gJheiw0XbEL8uKEBqatk6ktZJ0hgAc0xPz9l5+jRmvTTp+mpeBJQ0oFKCxbZz4LkXU3vR4E6xuKaXF7PWY+C/H9iPk8YnO7iO/HCszUXXRdw3YMbNtQUuFFRU9zXQWoxqMAz1Ozc5WqS6s1JAgT7HSNG4bNwd46F5c3vHp5z2g0pVIts7tfJ477VGsOQVDi5nqE7Ripep2aMzo4rPH2TZebG2Va3b6fsLZWoN7wuLjoc9Ua/RRr50N8iJ+d+ACCvoF4+fIlYRjmhnwZFz8DIRn1DcCyLfb3Fee/3+/nD/lkBWxkkc1zzGYzmpeXrK9v0Gg00HSd3d1dXrx4wfn5GbBSJRMC1/PY3t7m9vaGaqWqEl8Zk7mmLPw4FXOVKQhSDx5N00jSThCAZS2pUVJK4lTOOkuus++HoZqZUckGOfBTv5MqgKEeOUEQoOkalmmmvPn8E/IhXU2oB2M2O7IKkiRS8TiEMrxL4oTb21t6vS627aAJiZSKbqcJQblSA6EjND0/L7q+7ChMJxO2tra4vr4mSRJ2dlRHJo7j1EuoxPb2LgjVuTm/OGdtrUGlqjoVP/jBb/DJJ5+oxG08pp7O6HxpSMlwMMg9iobDIY9PTvC8AsrZXB2PbqeTe5pkSW22flR3oMXBwSH1ek3Nvrx9m6t5ffzxxxiGnh8v3/dpNpusr6/namCr4Ojm5oZHjx7lCmH7+/uUy2Vev37NYDCgWCzy9OlTZVAok7TiqmraSaLoRrpu0FhvMBoOuLi44Nmzp1Qt1YX84vPPMS1lZnp3d8u3v/2dB3M93W4Xy7Iol8s5YM7AsWVZSpY6kUSROqdXV2oY+OjoiEpFzWg8f/4897uxbZv19XVs22I0GmPbNi9evODJk6esra1hGhabW5sEYYDnepyfneH7Pt/+znfY2tpif38fIUQuYqJpGo9PThiNRrTbbQXwNI1PPvlW6jX0tbeG31FUqxXW19dpNpuUy6V0LUiSWBlurs6vZKD+PaPeDGjknUoVxWKRdruN7/v5a8oVRUUcDkfYtpuD0iiKODs7pdVq5bNg2Wd2u92cSua6Lo+OjymmUuiFQgHDMHK1tyAI1Bp/x8dKCJXMGrlRrvq5rutKZTAI0NPuZSyS/B4kNA1dUwP8nufy+PFjBoN+3sV58uRJ7keUved0NuPs7OyBUW52bWUzjaPRiOfPn1Msrqo9/vQdXpko48/7/oLxIuJkp7iiYPYlvy/f7/6s3s9BiSbc9he8uZkyi6K06vVPp8CthiYgWBjIebo/Qs0jAbxqXVJyDXpjjdG4TMGbYlnKnDSOdQajMuXigMG4xt993eKv/Q//CJYd8mutl3QGIeObA4LAQCARQtFdo8jkplfn//RrP+Jf+/Q5hpXeyyVKqlrK9J6SbaF45082HyTS/5YFMd1Q3Th1r8iMTGX+PhLQTUV7lDIhjqTqegixPNb5DFJ6fFKgpKfXSgaMtZTqNpunvm2I/F5t2TqJlFxcDNjcLHJ8Usd1TaaTgPOz/oPuUaVq0+3MWNsoYJp6rhI36M9prKnvFUtKfnsy9rHtAgIDTViYbonjRx7f//4PWCwWbO+sk8gRoO7Ja+tF5rOQ5uWA4+M6diqDXShabG2XePO6g20bHD9uUK25aBocHdX57d9q/tTr50N8iJ+F+ACCvoHwPI9isYjv+3nSWi6Xub+/ZzabUSqV8H1Fv7BMK+e2j0YjSqXSAx78Kk3JsiySJOH6+ppSuczu7k7+8NY0gW7oXN9cUa3UHwAoIQTr6+v0el2azSaPjh8xXyxUhdf1GI4SdJGgAbr+MMnOK/ma9mA+JNumjA6yOngcpXMVWWcLWPm5RJKQSBBSMJ/PcgqPehDFy4e/4ifl9AYg5+5ngEoAUiznjeKUzpUpffq+j+3Y3N7dppSuTO5UUa2yxM80DTLg1+v1mM5mnJw8TucvVHKuaGDP0Q0DKRPu7+6YTWd8/PFHuJ6HaZpcnJ/zwx/+EE3TeHT8KH2oG/n+vVvVrdfrjMZjLi8uOHnyhHqtjiZEvv1RGHJ/32Z9YyM39Mxile62sbGemunuKXW5ZjP3KcrWQpIktFothBDs7OzkNLgMHJ2fn9NoNPJZm6yTsLamBAaEEDx79gzLtoiiMF8nmtBT0YYOtm1Tr9fxfZ/T01MMw2A8nrBY+LiuS73R4PXr18ym07yjliUXcRynhYBSLmmcfkierGTJ0GCgAFYYhtRqNbWGNI1Op8v5+TnHjx+jaRqO42Dbdkpls/Ou5tbWlhqojyNFIzUraJpGY20N1/PY3NpkvpgzHA6p1qqp6EhCu93m7OyMxtoaj09OsEyTly9f0h/0U/nx330UpBIvASgZ9/v7e37zN3+TxcJnMhnTbnfQdTWD02g0WF9ff2Bemt2Dsr91XVdgQV928bzUu8z3/fx6dGzVeel0ujQaa5imSRiGfPbZZ1xfX7O+vs6jR49S7xwltNHt9nj+/DmlcimtngsSmRBH8UOJ6q+heJEexWx7R6NRmsCVuenNCRczCq6JbRnouoFhpJV6mQJCQQqI1Oyj5xV4+/Yto9GIRqMBQCITxuMxlxeXeJ7H4eEhr169yq+v0WikfJiKysuo1Wopxc9KdWXW5+uBULZeYwnjecjdYMHemkfJMTC05T1t+VbySwFQIpXBqqkrSeyZH3N6O+V+6BPKTOQie6OfNkRqOpttQ3q/T9Qxn88EpdkaVz5sljoEgckiUCDQMhdUyyPC0GY8domA/86/+R/zP/lvr/Nf++6/xL/zy98njg2EWAU0EoiRUuOqa2EXFGDNVEMBZdwq39+P1bm/nAkgJZqhmARJrI5RjERoEk1oqfz16nlI30sDgYami5X3Xy3kqWeZ0JN8MzRNS5VVl6/xCiaD/oIokmgaTCc+nfaUycSnWLTQNIHrmbiumX9tWTqjoY/rKjpqqWRzfzdlPouwKjoIKFds+v25oskZGqapUyrZDIcL6o0imm4hNAsh9FQNccbR0RHTyZjbm5CNzYLKBXSU+ttpj+vrUe4TNJ0EtO+nOI4y5bVtAz09Fl7BZO+g+s+whj7Eh/jPfnwAQd9A7O/vY9kWb16/YT6f47oujqMoOr1eD8/zcmqcqt6qKm7mUbPaBcoSgcy0sNfrEQQBJycnKWVK5qpF7d4VmqfAVbt9r4QS0jkdwzA4PDzizZvXnJ2eEoYR5VIZ03KIkjkGsfqMFbpZNocUp8mUrqezBCmxWYEjHYl48KAJoyivJucPl/RBI+RydkcCQRjgOh5L1oOap0q3QBUoSVWt0m+9m3usskoMw+DZRx/T73U5Pz/jzZs3bG1tMRlP2NnZwfdnStFLKpqfkmgOMMxsjqHE+dk5JyePc7+c+Vx5Mm1vb+fiEuPxmNvbW/b391NFPcHHH31MkHZahBCcvj3l/u6eRqPB2tpa7nj/wGMGCHyf7e0ddnd28nmvbI+GoyFRFFGvNx7QXKIo4vLyEtu22d3dzd8zCAJGoxH7+/t5wpdFt9tV3abHj7Es6wHAbjabOYha3T5dVw/bbCC80WgQhsHy2KfmlL1eF9dV3b/s/TLj03a7TTYH9/t//+/j6PCQKI7Z2NjIE2LbthiPJ/mM2wMlQDKpYbUGxrMp19dXbG5uYtkW/V6P+WKOlOpz5/M57fs2TjrbowQdlHlxBt6iKGIwHDKbzVJgJPJigUQSBgHz+Vxdp56bq49lVNaNjQ1KqbFso9Gg026z1mjkdNJ3lQy/fL4tO6VZQvzwd5IEgsDH9wMmkwn9fl/NGKZePZWK6gxlcvr39/d0u13evHmTX7unp6e02+1c1GIw6LNYKGW2bFtHoyGO4+adFj2dedJ1nXq9ztnZGYvFAiklX3zxBTc3N5ycnHBycvKAmml3e4zHSqlOSkkUx6nCozrHSVou/yoA9G6XE1SneDydYloWdrHCaccnCqDgxNgiJBEGlaJFydGxLQ09PaamDlJT26UbOts727x6+YrReETBUyIOzWaTUqnEo0dHD7yh+v0+b9++pVQqcnR0lHdy37x5w9Nnz5Rf0Xtb/+URx5JFkHDdmVHyDGpFCz2VQV7FB1kT4t3jIqVkOo/5rDnC0MEzDQbzkOE8TO+HvxPQLR78tRo7pWOu+2/ot4voeky1PKZaHiGEJEkE84VDf1hmPFlD0xJaU3i+9wl/+Z/8B7QHinL97qYpnCoJQ5sf37X4zvbhO7+3BHNZhyjJO2BfsvlSGZ9qhpZ3k7Lr6CGYWoo/LI9vCr7SvzKPr+XhT4t7pPcemYKg9C1dxySKEnpdBXxm0xCvoIQQvIJFr6sU3DY2C1iWkkGvVBz6/Tn1hotp6li2geuajEY+5Yp6hjhuCpZGPoVi6j1Udbm86BOFYJk2hlGg1xtwfn7O5uYGzz56Qqd9w9n5BbZtUq05CJFgWjq7e2XOTvvc3ozxPJOr1pBy2eHJ0zWur4a0WkMeHdfTeSVBpWL/0xbNh/gQP1PxAQR9A2E7tlJls60c7Oi6RqPR4OrqivF4zGQyYX19HVhW/qSU73WBVqkZYRimMx+H+UM7SRLljn5zjl2JVKIRwvnlW1zPoVZt5LSiQqHI8fFj3rx5zXQ25Vvf+jZSCqJIYhBg2S5CaA+eiVkFV6nRZXxt9aDJZj2Ulmj69EjpMqtJNqhEfzAYKsqSrh4+qoqXPPAv+tLIEsX0H1KsPMB4lzevfqtcVlVLwzB49eoVQRBwfXWdV6MR6vMzl3ivUCBJ1Ndra+tsbm6pge0optls4jiOUowTgjBSfkDZjIumqTmt8VipoamKcYUoDBmPxwyHQ87Pz/E8j2q1mndbXNelfa9MWJ89e5YD4iySOKGdSnorsYMlaLlemd3JXOwzMKxp2gPp9ew9M4W/SqWSJ5xJkuTzak+fPs19dLIu0HQ65fXr11SrVY6Ojojj+AG9z09NVj3Po1arEcUxl80ms9mc5598QqFQQEAu8f727Vsm4zG9Xo9XL1/yrU8/JYoiDg8P6fV6JFJSr9cf0H+yWRYhBH4QcnnZpFAs5vtYqyqq2mDQx7YtPvroIzqdDq9evWIn9U3SdQPd0CGlViKU/4xlWznATpKEKFT+V8PhkH6/z2QyIfADtFR2vFgqY5oWo+GQYqGgukeNBp1Om+l0im07RFGI7/t5QUPtR7qGUwrm8rpPiGO1JheLBYvFHN9Xss++77NYLHLKWSYb/ezZMzY3NykUCilwCQkCJaWfzVMNU4AXhiGT6RSZdm1t2yGOYyaTMWEYUSgU+I3f+EE6mxXmQNrzPDzPw3EcdF3n8vKC+XyRg+GTkxOkTAiCKE0u1XmK45jFYpHeF768s/Fuop+rrK3MLyVS8m/9nV/mV99e511e84sz/tiTb/FzByfMYhhGgjiJaM8jbF3HNgQaAlMX1Msm9aKBZajZw6yrdX11jeM6DPoDpXy3u5N2wdRnZKIK6+vr7O7upPQ9VdhaLBY0Ly/5+OOP8/X4VZGBvjBWACiIYX/DxdCVhHZ251oCofeBoZQw9xNeX0/pzUJUvzskLyP9rnIvJbohsZwQhrC75XHVNGkISae9RadbZ63eQ9clUazR7dUAC0NIYhJIBP/rf/f/y3/jv/on+Js/+eFXfkp2D+9Pp6kx8ioFWkUmcy2TzFJBHU/DXDEgTt9H6KDrEIQJUgoMU5DEEqknoL1LQ373+CpanJon09//Odk9KFVBXPmZYWromqB1OaDe8Dg8quEVlqJC5YrN3e2E2TTESoUfylWLTkeJIZipoW6l6nB/NyGOJbquYZpKGnvQn7O+UVR+QUULTdcYjyNKJYfQh1cvX2OaJk+ePMEybdbXN1j4PldXas7V83SkCPGKBls7BU7f9NE0wd5+lc0tpXi4s1fh9E2Xq9aAg8MahqF97Zr+EB/iZzE+gKBvIDShYRomjbry/MnmgEolJZF9dXWFlDI1FFxSlWBJP8tNMFEPgMzTxDAMGiu89uFwwEXzLWZpAUaCLjUIIdQnvH7zipPHTykVy4o2JwTFUpknT57x9vQN7XabSsMikRJBgqHr7z1X4zgmSRWldF1/8JhIkkTRala/K5WUdyGl1wRBQK/X4/r6Gl03KBYL6LpJxu+2LIvFfE6pVOLdh1AW4uH/ENkwcpp8RXHEZDzG930KReVJkv3uwcEBjuNycXnBZDJhf3+fQqGA67qEYcj3v/99JpMJ9UaDbqfLZDzmaQpIkkQNU08mU548eZKDlNubG6IoZH//JDcyDYKA8/NzKpUK5XKZOE44Pn7EfD6n2+3R7/cYjUZcXV1xdXWF4ziUSiXm8zk7O7vYjvNOcqzU1CaTCU93dvM5DimVj9D93R2PHinVugwodDodhsNhLqGdVTYzCpjrurn0dxa+7+fmvVnnC8gT6hcvlPT3d777HQzTSkGQqpFOp1OGg1QYoFJRHaDLSwb9PsfHx6piLkQOgpIkUTLX9Tq1Wo0XL1/mA+xffPEFk8kEz3Upl0vvJITqXIZRyMX5OaPRkOfPP1agRpLTNJVgQCNVRKxxfXPFmzdvlPCBaWIaRt796HTaDAdDSuUiCEHg+2qIv9dhNp2lHjKKSjUcDnNgb1sW9Uadfr/P1tYWhqGns0JKOc+yLphOZwSB/8CjJzuvq4WN1eLH6jEXQnmG2bbNxsYG4/GYcrmcd/CyTo2UCb4f8ObNqVKZjGMeHT1id3eH3d3ddG7r3WsqU8hS5/63f/u3efr0aV6YyYQMsk5Q1mXKaGx7e3ucnDwhTtR9IXv7RMpckj9Jixur+ydlgtBSRbT081f/zq7nLOH9c//eX6Yz8R9seRhLfvnFj4mZ8Wd/4T/PcBYxnIVMFhFRkuD7atgfAd15SH2ss193KHmqyr22tsarV6/yGbJavZ4bsmbXyOXlBfv7+2xtbaHrWr79i8WC+XxOsVREkmR3Ib4ukkQymUcMZiGHGx6ebWDqDxN5Vcf58s7YdBHx6mrC3chPpeeWhaDf3ZDoZkKp5mOaEQzBdhY0tp/xR4NL/tpVgsSi09168NGaBE1Eiorm67QHPs+2G5iGTxQZeffl4ScJdBFzPrngu6MdyuVKPsuzLGipopppp4INqIJVFEYY5nINaTroiZobMyydKEgI/QTDUs8k5YfFg9mh1ci6Rkks0fSlyEL2GIoDpQ6XvT5O1GmQEgxDw/FMPM1i/7CWUsqS/HowUkAzGMypVFVHx3EMXNdgPA4olWwQglLJ4u5GMpsG6dydkq3utKfMZgGm6WAaBvVamX53wdamyenpJZPJhG9961uUSuW04+6yu7PHdLqgednj0fEapqXhBz7j0QKEuvcUS1YO1BzH4OCoxtlpj/b9lK2t4u9wHX2ID/GfvfgAgr6ByJKdWq3G9fV17mJumia1Wo23b9+mCZQ6Pav0t2xoeBUEZYII0+mUUqmcvy6KIlpXTSJ9jOdBFAoM20DOwHIl03GXn3z221QqVWrVOuVyBdf1KBQ9Hj065u3bNwyn52heA01ILPt9ZTjlti4fzBZkEYYhhpEmZGQDopIoDPP5k3a7TZIkbGxssLa+oagySZY8JXiex93dHesy9W9YSRKXsfz36mcJIZjOJpy+fctsNkPTdWSSsLu7n6tnGYbB9s42jmNzdXXFZDKmWq2ohDYd4B6Px8ymU1qtFtvbO7iOQ6ZwdX19k3YTVNV/OBxye3fH4+PjfBA+ThKub1SX6eDgAAl8/tlnqUTvAevr60RRxHQ6zaWu7+7uuL+/zxOsTqdNrVaj0WikHi02vV6XQqGQgwmA6XRCq3nJ1tYW9UY9Py7z+Zybmxu2trZy/yB1vJJcKS/zAFodZG82m1iW9UCSO+tWnJ2dcX9/z9OnT6lWa8Rxkifqk/EoT85LJQVaLi4v6PV6PHr0SIHabM4BRZFMkoTZdMp8sWA2m/Ho0SPW19cpFotcXFxwdXWVzyo9VAYEGSfc3d4wHo9xHIfZbK4EJFZC13USmTCbzxBoWJY6v/v7++i6zmLhM1/MAbi9uWE0GlGulLm7u6fTbhNFIcVikYODA4pF5ZG0WCx49epV3rmVUuK5Ls3LS16+fKnoWuMx8/mcOI4pFArUajWKxa0csGTzTldXV7mfVnbOOp0OBwcHFApqpuy+3cFfLHj27GkO7t68eUMcJw/or/l0lBRsbm2yvr6GYZpYppXPG65ePqt000yZMbueM+W/TKwgSKmAo9EI3/cRQmBaJletK3KD1CgDOUswp3ym9nI1y+U2ptfsSla8CgZzEIRKMP/Gj370HgBajb//4i3/xh//I6yVbMI4YR4mBFHMZB4x89Wf4TyiPYnwozmPNz0qrk65XObg4IA4jjk8PMQPfDShZr2urq4AODw8ZHNz40FBYjDoc3p6RqFQYH9/b2Vdvp9ZZ+s2kRAl0B0HuLZOKVX+yiSaVwGUXHntzI+Xqm+dBf1ZgPz/q2qx6gAVqgGWG0EUZxvDR0/2+OFli395F375OmECOVCtG9AoSs6DBP9WvSRcu6M7m/HRrs2PTiVSpvOXIu32yKxLP8B15/ztq1/hj4R/iJ21OquUUN0QREEqoJPeC4SGKgJlRyw10RaaAki6LsDUCP2YJE5IdB2RzYySbvi7ey4VDzGOEjQ97Tqj7lhSKhCr+kOCyUL5MDkmFB1FCy8UTcajgOVcrJJ6n04Dup0Zs2nIfB6xsxNjO6pLVK46dNozwijBNHXM1Lx0MFhQqTrougInrmcyGi4ol1103WJtzeF174bXr864vr5hd3ePra2tB6wR0/R4dHTM6zevuWr1qa+5XDWHhEnAybMCg27MVWvI45MGVurEWyhYbO+UuGoOsSwdy/76ObcP8SF+1uIDCPoGIgjUzITrupTLZbrdbl5lLxQKqQlfKU+Osj9ADoBWk8AskYqiKH2ftDIeBkymQ8ySRDc04ljkN/3FPMRwBYYxY+TP6JzfYukOBbdEtVanXKrQ2Njh9dtLahrgGCkVavmwEEIQBEFa/RcKZMj8MaGq47aVz/BIIQmCkMVCdRdKpRIbGxvU63UcR3Vn4hRUZUw2w1TO87PZHNd1VHqQeZLIpbhDVlbMqsoyzewEyiX+8PAI07RotS55+eoFOzvb6cvUcaxWq9iOw1WrxatXrzk6OsopaaPRiIuLCzzPo5ECiyAIctU25Vmjjv/F5UXeychV1fp9Ou02jx8/zmmKh4eHnJ2dUSqVqFSqaLpBuVKhUq3ieR6LxYKd3V2mk0lOR+t2u5ylstblcjnvXBmmga7pRHHM3d0djuOyubWlKFopKLm/v8cwjHxbs5hMJtze3ubdhdUuRLfbzWlw75qiDodD3r59S71eZ//g4AFIHw2HTKcTarVarux2e3vL+dk5tVpt+V4pBz8IAobDIRfn5znIDaMQf+Hz7NmzXEhECGVeenZ2zvb2dq5UKGVCp6OA48HBAZ7nEscPrxGhCRaLBVdXquiQfe7BwT4bGxvqOKVdsd8e/IhHj475/PPPuL25wXFdGvWG8lhK/a6EEOipIXGpVKLZbNLpdPKOie8r2pzneaytrVEul2m329RqVY6OHq10a9Kep0yYTCbYtp3OmQgGg0HqibRGoeAhpWQ8HrOYz/JjnUjQDZPhsEMQBEqxTCaqe5Duu+cuO8pfNm+jacv5BpXdSRKxBJpRKqetEikzvz+tp8cti9l0xmg0yn3DMgCUSEkcJyyCmNEkIIqVcqAmBKap49kajmOSm/pqIhdNCMIg9/pRXUvJX/onP3qw/cgRlbK6pw5HFogyf/5v/U3+zX/5z2AaOp6tk0iTuhcThCELP6AzFrQGIcNFzHl7zlFNo1J02dnZ4Sc/+QmdTodK1r1sNrlv3yMQKb11SRVttzucnp6xvr7G9s52LkTzVQBISogTySJMWPgxg0nIwaaHoWu58trXUY5ueguuB3PmfqysbH/Xmj4P6cIZgDDMhGI1wHLiB+OWav0LNh4/48UXv8V/97nJYCYYhQKhSV7OYy7CMWYYMOvWMDXYfDTk7736Ef+rP/FL/Pf/yl/nvltFSj0teClA4roT9rcuATCMmL93/X3+bPWXUqns5ZycbmpEQQKp0SkoNbd3Vdw0TZC5zuoGaLpOFEkiP8awVuhdMoXkWUEg/VYUqueu6gap7yeJJA6XXk9xeh0GscTQl1IOhYJFpz0jjlVncDLx6dxPmU4DvILJwVGVm+sx43GAlZqdlooW97cTxiOfUtlG1zWqNYfrqzFhGKPrynKiUnFot6fEkcAybIrFAqXSlLOzC+r1Ok+enOQ+afnuIfC8Eo+OjvnJT37M/X0fs5BQWdMwHMnOnsvZ2wmtyyEHRxn9DRp1j8CPub4asrG5lML/EB/i90J8AEHfQAwGA9Y31nNlrbdv3+YJjAIOdm4gmf15FwSBehAp81ItB0LZfA9kqjVpmVCg2t/zCANwCjq6mVKRbIldTJDJjNl8xvC6jUhsJB5RGECoI+0Chv7uchH0+4Ocumdb1hIEpd0rkQ6xBqFPr9fn/u6eyWTMyckJe/t7WOayu7SammVKPBqKxtTpdtjb3VPjqFmijpZ/HmJJTVHHR33Psiy2d7YRKIPIcSpLHQZhfjyzpMZzXY6Pj7m+vuHN27ccBCG2bdPpdLAsKx/0zkBFFEUcPXqEYah9uL5uEYVRLh4AsMglpzdy/xGkArtBEPD27VueP3+u/IokLPwF5+fn7OzscHSoBoODIGQ8GdPrdul0OoxGY0ajlnr/xYJ2u02j0aBUKjEcDjk6OsKxnRx8Zh2Fw8PDB7NYYRhyfn5OtVplOBw+OLOLxYJWq8Xm5mYOyLM1FYYhL168IEkSnj17hmkYCnQkMaN01qTRaOSALxsyP3r0iOlkwsuXrzg4PKBeb+D7C65aLba2Ntna3iYIAsIwJIoinqyIe/R6PWzb5smTJ6ks85CDgwNKpTKj8Yhms8nGxgbVWlWd12h5nWTn7Pr6miAMOTo6IoqiVKAiS4RUtyEfvk/Vufb396k3Gqmc+lJmOYqU2t3d3R139/cs5nM0TcN1Xba3t6nVapRKpXTeb3ltTibj/FpW4Ecd7yRRdLBs31cT7TiO8rWd7UuSpFVuCfV6g067kx7jo2XRQSr6VxxF6v5iWTnVLb+ChcgpRe9GLs4hk7TyvbxK35150XU9B3qZ2EsiJWEsmcxCOoOA3thnGilQJFH3KUPX8UzBRjmk6pk4tolh6MQk6ayTxiKSLMKQIJKMFxGLKNuuEY6rE/gFhuNUnlqTWPaUXz/vE8sp2e0hSZS3i0xiTD1is6IRRXDZj+nPwNQ0bEdiWpJKpcKLFy/Y3t5isfCZTqecPD7h7du3+b1VGQrfcnFxyc7uLhsb62jawy716tfZDFAcS+Yp+LkbLnAsjbJromtZgr98TZJI5kGMY2qEsTrn8zBm4mf+W79bCEhiexG6sTxOka9RrIdYToyux2R33Cw0TYDQqFcPsOQ5f/P1DaIyx3RCFjIgMQXxfZHbixoAOwdtdD3htH8O/CH+z//Kf4X/2/f/Y/7RqwFBaKNpMbVKl3qlj64v56Fce859d8jmWgVNz7pvmdpp2gUi8/7JZqGymdBlkWHlpKAbIBORgvRV0CPzDxapOIVhachEnTdIxRVQiobZtRSEEa4VEWASJ0s8ZdvKy63bnTKfhozHPl7BZP+wSrFgoRswn4X0ewvqdY8EyWIREwQxzcshjqOUDW3HIIpixqMA2zYQQlIsWdzdTpnPBMWCh64X8YMIwzB58vRJPtu33G11/1Fzwx2CaIFTS7BLEGkJ40VMrZCwf1jg9M2E+zuTre2S8gzTNTa3SiwWIa1m/3dpzX2ID/GfjfgAgr6B6Ha7HIVHufS1YRgMBgNqtRr9fh8nlezNaHBhGDKbz5VXzsp8gK7rmKaZz+Nk4girP9c1kyhJkzxNYhjqQWLaOkJLDeJiie2m3GlHYicQ+jGTocPGukel6K3M9iwfvolM6PaU0WG1VkNoGklKxcmAWzZTkhnDbm5u5VLeDwBQNg+Rf0P1kxKZ4Loew9GI4VAdo6yiSj4roMQaMoEehJJGzeS0JZIgDHn9+k3O95dS8vLlS2JJDqyEEFiWxcHBPv1+kVaryXy+AODo6CiXkx6NRtzf33N8fIznuiBUon97e/tg3iaOY65aLQzDyGlcal8Tbm5ucmWys7MzHp+omaKLywsGwwEbGxtKcSwFuLVqlXqtxvHxMaPRiJ989hlIJV19d3fH3d1dnmybhkESx9TryntnMBhg2/YDj5MkUX5JcRyzs7PDcDjMfxbHMZeXl1iW9WBGKJtVOD8/p9vt8vHHH+fV8iRR8tW+7z8AQJm09vr6Ogf7qmN0d3fH+dk5vW6PMAyxbYv5fMEPf/hDtra2GI/HdDod6vU6miaYzeb0ej2q1SpbW1tUKhVarStevXpNvVFnNBxRLpfZ3NxUHZ14RUadZVdrOp3x+PFjSqUyEsloNGY2my2ppXKZ+C/mc2zHYX1jMweOmiZYzOdcX19zfXPNdDLBMAxqtTLrT46ZzwMWvs/JyRMsy3xQxJBSUigUaLfbhGGozhUPEzRd1wmDQAEcQd4telfOPkkkcRIhYpVw2bbF4eEBb9++YWNzA8exCcOIyXhCt9vNJaQfP36cS12r45JKB0uZElWVv0wYq2vc0LLunkSIzHh4eY0mKUVVCEU5qlar9P2AX3v1hv3tbeqOx+X9nM54QYiO0AS6pePqyox14i8YLC64Hcz4v/79Fq27GF2DvT0DURgQxpKyY/G9ne+xVXqU3300kZBIDcsx8BdZZTo9klIQLDwMSyMMB6n6nAJeURQTRglJpGa0tqoeC2lxNwq4nyZMmhPWizYb1S0c1+P25pp+v8/Tp0+pVCr5cVPUxWtarSsOD49YW18j5V+pc4T2pfNAcSzpjQPObmcgoFIw2KjYGLp4D5xmx7fZmVFyTQbjgKkf0R776kx9Tbfony0klhNTrAdoRromIggXGlZBWSMICSItrkldkACaoRHHBmGgc/LJHyZ88f9hIx7wD16EtGeS+cxESo26C97BNfXtAVEIQlc0Rk3T+O/9/B/nav4XsrrQl4YQ8Ou39/zJWhlEJlKgpQUBCMM4V31bApovUVtc+adIBRO+6ggun3CqUxksklRQIUEmqvNk2RrBQp3zIIpxrRiBSRgnxIlCV/4iIgxiWs0htZrL4VGVQtFasZmQ1Boub1/3uL2dMJ34zGch1apLqWwjpcxNVOezkF53Rq3uYBgalmXgFSyGQ5+NjQKvX51ye3ODbTv4C9WFXjU2l1Iym015/foVg+k9hY0E00UBRgnzMMCYC2oFh719j9blCMfRqdXV/ULXlWhCvzf+qVfWh/gQPwvxAQR9AxGEak6gXq8rIYNGg9vbW8bjMaPRiL29vTSRVzdZ3/dJ4hivUsmrwdlcRjb/o6UgKBvgBeX4bugGYbJ8OOimIAay56jqJi0591lVXNMt3FKDnc0i4XxCFAYKiEURtuNg6AbT6ZTJeKykcmu1nIITxzGj0SiX7V1bW+Po6IhypYxl2riuw+npKfv7+7namMgTbeVGrzwj0sRLl6w11mi37zEMk2KxoBTjUrMcLc3ExEpVPQx8wlziOuT66hqQHB4+zpXI1DESaFrK7E67Arqu02g08DyPi8tLptMJi8WCSqXCfD6ndXWVm4kKTSMIAi4vLlhfX08Td7Uv/X6f/mCQdjSWym69Xp9Op8OzZx9hWSavXr3i7OyUYqHIoD/g6PCIm5sbZrMZOzs7OI4LKJofKe3OsW2+9emnAIpu1+nQ7XaZTCY0m80H4gpBEOTzKtm6GY1G3N7ePkiMVwUUJpMJJ0+evEeD6/UUJW9jY4Pd3T3iJCGOIrrdLnEcs76xgZ0+fLNZCk3T2NnZzTuTO7u7FEslXr74AiklT558l88/+4xHjx5xcX6Opmv8wi/8Ar/927/N7u4u19fXzOdznjx5QqZgdnR0RLlc5uLiPBWP2EpnC9SswGosFgvu7++VYlqxiNA0/MWcyXTCdgryMkpads1Np1Mc28Y0lY/HdDLh6uqKm5trfN+nVC7y6GQPp2AQiwWaOaXilRmdKYPWTDlsNTIfp6xTkncxZXod6jp+5pGDJDM7XaWwZfM0SSJJtCR7Oa6r6KTt+3uCIGAwHOZU0AzAZ2AuiBJ6o4hpkDDzFTCIYjXOnyCJE3UdGxqUgFZ3wVbNxdDU3E4OmdKKvERw1x/wb//y3+VNe0T86gJNQNnW+UNH3+J48xGWLmiULBoleNn9Mb/59kfsuz3KVkTBlvzp7wleXbr8R79R5rMf6+iORXEvpmtKLvu/zidbL/kD+3+cv/3FX8UxJaY+ZThfS29aD3rIIAVR4PCv/3t/kf/Lf/3P4IcBUZSwCHyQAscs4DpVHFvn2LQYzyNmYcLUT5gGc26HPsebBZ4//4T7+zuur69xHHWfCsOIq6srOp0uJycn1Gr1vOiTzyzysCOUddHCWHJ5P6NU0Nmte9imhq6L1Nj1fRqcrgkO1j1etsa0hz5+Emc3aX7noY6ZaScUGwG6qVJ/IUCzJIaluj9CqmRdmZoKRGqbLYSGTHSSSMMxLb7z7X+OdthivfLXqRMzmdpogKn5TPsOg/sya7tjhp0ZYRBipsbaUgqE+CoIpOIHX8z5Q3shlZKJMDTQkrwgsyod/z4AerfM8HD3v1J1VC47tEIIrLRAqNZ6CpAEmKYOc3VeExKyR9IiiOnfTxgOF1RrDhubpdwbaDXiWOIvEsIw4e52TL3hsr1TwnHN/F4mJayte/Q6M9rtGUEQK98rTVCvu1w1R3z2k8+5ublXXet6ncvLJlLCxsYGpmnmJsVvT18TixGlTYkwsl6iSJtmCRPfR9egUnFZ23BoXg4xTSM1ZBVYls7BUfVrz9WH+BA/a/EBBH0DUfAK9Lo9alXV1dB1Pa/WZpSlbqdDqVTKgU42yxGGYd61yMQI1B8dIx3UzkJRBgxkJPMEOAuZSMKFMqDTTUUnyG68ajbHwDINkAmLxYIw8FnM57x6+Ypqtcrjx4/zyr/nFSiXy4RhyGAw5DYdUDctC8M0eXxygp0mYEIop/ls5iGr3gNEccI4PQ6ZCamUCXEChmmwvr6R0m1mlCsVTMNQ4CmtTkdpd+M+pScBqeIUzGazfE5nNQxNSZnK/Om27AYUi0UeHx/Tabc5Pz8nSZSBoqHreYckiWNazSZC8IAGN5vNaDabbG5sPhAi8BcLLi4v2NraVlLUusbJyRO+ePEF11dXnJycsL+/z8bGJhcX57x69SqlV1XRdJ0kjrm5uaFaraYJus72zi7bOztcX11xfn5OvV7Plbza7TZxHDMcDmm1WhQKBTzPYzabYZomtm0Rx1G6XrTcI2Z7e5vyOzS4xWLBF198gWEYPH36FE3XCQKfbqcDwPr6el59zMBUt9tNu2NWPu6twK3yCNrd3aVQKGCaJqenp3R7qjs0nyuz3uvr63z2aH19fUlx03Uaa2t4BY9Ws8nlZZMgCKjWamgrEt2g6KemadBYW1OzU1FE87KJaZjU6vUUNMklKEH5PNVqNSZjpdh3d3dHHIfU6hWOTrYRRsRo1mM0nhLLCNuyqBV22Nxe4/b6niSJ2d7ezkE+gGVZWJbFZDKhWq3myXN6wHIfniRJVRzJKDvL+ZpsxiuOY7S8Iq4KB5qmcXNzS71R5/j4mFIq3pDNOiAlUQIXd3MuewsSTT6shr9zbYRxQgl4ezdlMIvZKJnYpp5vgxBKtney8Pmf/Y2/Rn+29O+KJfTnCX/7i9/iX3E0PtnZ4q//1l+kL3ro8xp/bG+OqUmmoUacCGwDvn08o1KI+H/8gzWiuWB2q7P2yCeKDT67GTKc/S26UcQs8LCdVOZtpQOzDAlojIMS3WGfhARTsyi6Lqaho+kGuhYDAZ6tsVOzeHu/yObyWcQJzd6czarL7u4uAKenp2iazunpGbPZjGfPnlEolvJ7jxBG3hX7su2JE8l0ERElkpJrYBjK2DSTw/6yOSAhBJahITQUAPpdBD+GneAUY2w3xjClonqmlTGZUsnyhpOU+b0x24JcUU0oIGOZgud7a/yjX4uoHQXoIuDsx9v02zskqcHq+QvQjCl/7u7v8r/8Ez/H0+e7+IGL68y+fDMFBKFB76bA//4/OuN//qdOVNEq2xChnnFxmKCbD+WbMxEeRNrs+BI8tEqFexDZ766AMyFA6JlPUHon0xUoCqOYOIkRWoKMNcaTgEF/wf5BhUrVwTD0JYVbSuJYMh4t6LSnzOcRW1slGute6sVDfq1nz2TT1GmsFxgOfcYjH9c1MQyLaqXK6ZvXtNvX7O3v8NHHJ0i59K3zPJdCocj1zRWXzVOMoo9XJheRUPul5/TZJEmY+AGmrrO+6RD4ifIJelTDdpTNguM8NET/EB/iZz0+gKBvIOr1Or1ej/F4TH/Q5/bmlt3dXTY2NjAMI5VN7ubVWyCVZH5Ii8k6QnFK/zEMkzCMHlABTMMkWRFSym7GuqmhySSXjH0QAhJpYhompVKR+WRMoeBxe3tLoVhgOpvy4uULppMpoCrco/GY+7s75vM55UqFjz76CE3T+Ozzz5hOp7iO82Cb1tbWuLm9ZW1NVXPH4zE3qSLXweEhjmsj41QBCIkUSa5SNh6PuL+7R9NETgdM0h25SOdpqkdHuWqeEIL5Ys7rV6/pdDpsbGzk26IGTTXitAIf55V4Ve2MInU8K5VK3p15kndINDrdNqPRkJMnT/KEN45jWq0WpmWxtbUEedn3DV2ZM4qUB+K4Do5tM1qZyymWijx5+pTb21tarRb9QZ/NzQ2SWDKbzdjf3887N1EU5WaY29s7HB4eIoRgsZhzlQIj13VZLBb0+33a7XaePHe7XRzHwXEcfvKTn+D7PmEY4rouQRhg6EY+l/PmzRvGYyW9WigUmS/m9LpdNE2jWCymaoDqljLN1fQU2MuojlJK5osFzeYltVotBzbf+e53qTcaDIdDTNOkXq8znU65vLzEdV0+/vhj1cF7p8vjOi57e3t88eILzs7OqQ9HbG5u4rpufnxmsxmlUhnHVp2Yzu0ts9mUk5OTFUqmeFCpzRTd3r59A0hqjSr1tSKaHTKe3zHujfAXEZajYdg6sYwYLdqsFV32D3e4u+kwHA6oVpezQZqmYZom4/E499CS2WBCeh0FQUAUhZimQZR2K5cJlFqTSZIohSttOfuj6zrPnj1F0zQs2152frUUTIGivcxD7scBUsvkuEEXgjil4LmWTsUzMTVBFMdEXVXdvhsHdCdB+n6KqioApOA/ef2P6c9i8sx0JSSC/9ev/zqf77WZFqcMJy5/fD3E0hOGfjavKFhEEMY6+xsBT/fnfH7uEU4gCgSGFRFGJqNwSJgYgE7ydZJoaeIupaBWdlJQLABddXuRSLlQQjFCY73k0Oxq+FGSb36UyNQE2mRnZ4cwDOn1esznc54+fYrnealKWJasrp6jlf1Pl6smoGDrOfVNSxP4r8M1Ukqm84jOMPgdAqDlNWOYEsuLsIuq06MZS5+qjKAps9fkAGh5rHPMnv5fpHQq5QMluPvhBTO/xmhyQv++9HArEoiDAjcdyZ//5Tf8hbrHv/Don+NXrn4ZTcs/Ne+0SAl3t3WEJpmMJP+kdccvHm2hp95OGR1aKY7GamYo7fCsUquzruU/U3zp4c66VhlbImNVSPwwxLFioljLtyszQc2OWxwnShyhPWU+CymVbbZ3y3ielVsW5TO172yvYWiUyjbDYcDWtkfoO7x9e8NstuDwcJenz/aRjAGLnZ3NvAgnhGA06eHWI3SXlUtUYGgupu4BCXESECcBURwxnC/QdY3NHYfL0ymt1pDDozqm+cEn6EP83osPIOgbiEKhQLvT4fPPP09nUA4olUoPQA4sk593bzz5vE86A6KnxoNqjmhVPltgGiYyWVah8jY/qCdzOvD5QEkLQBrYpoGQkjiOsKwCvu9zfHyMYVo0m5f0Bz0AfF+ZBNZqNQ4OD9WsS5qArjXWubu9pV6r5cpJABubm9ze3nJ5ecl0OlV0s2qVj58/V/5IK0OdGT1Iotzda3UlE71YLPCDgCROsG2b6WyGbdvs7Ozknj3ZH93Q2d7e5vb2VlHWdC3f26zamSQyB0AySYjCOb1+HyEEB4eHquvTanF7qzRfbcfl+uqavb1dqmmin82fDIfDHCxl3+/1evR6PZ49e/awY5LOiRw/fszt7S2O47C2to5pmmxv71AoFLi5ueHtm1OSJKFcLlMsFh8cn/u7OySwsbmRP/Qty8pnfk5OTojjmNvbW5rNJpVKmSAImU6nzOdzHMfh4uIi96HJPKeyP0IIBsMB1YoygNV1jUk+E1Oj0+lwfX3Nzs4OlUqFi4uLB75DWQU1ihOur5Xc8PbOjupuJWpWbTwec3l5mSvKKRqSw6effkqxWExVlh5GksSpb43yfMqMZzc3N6nVarlwSJIkdLvK06l11aJWraZr18/fZzab5TNus9kM27FZW69RaTgkxoLh7Bp/OidJYnRLwzEMZLKci4niBYP5DWVng829CtOJz2jUp9frpnM1IufqR1GEtSKYAAoEaZrGeDIBoXF7e5PO+lkPFCG/TOFNCIHrenlh5N2QEuZ+xPndjEVqQFy0ddbLNgVb4Icxuiaol2wKjolAzVt81oXdukN/FrMIE8L0HqVrAsvU0ITgxd0dX5E1IiU0SglhaapmD2OXNXfOPNRWXpN2n6W6JZ1s+3x+7oGExVijtBYjkEQrn2EZAaH/FUpV6aEx9Ii/8P/+Tf7073vCk10XTbMQZPcgLX3HCM8VeFYKgtIIooTRIqLsmei6zsHBfn7t2qlEviQDEMbqx753JNKmCkKAY+lECQpMfmUrQp3jRRjz5nrCPIq/6vD+1GE5CUkEdiHGLsbEgWAxNCht+MssIO2aCEBmLYl3tm+pOSjRjATDikkWBkmiEQUalXqN3/h/fkbje99V76ctnz1ZxHPBIEr4S//Ja/5H/+ofoNkf8HL0A2wrzHczjHRu7+o0X9XJQMGvXrX5xcMt4jAhEQLdUEBI09QMaBwlRIEyTYVUxCBfYivAQvDezNbqrO278fB72f6sAH5NIwhiHCtdP5pAM3Rms4BiySKOJbOpAj/TaUCxaHH0qIZXsB6IaaiCVkIYxopq92AbFE1tPJzQvo24vj5lNltw/Hif/YMasewRhzq65qHpDsWix6tXbygWizx6vMckuWHqj9N917GMIrqw08820A0TKT0SGRHEY0bzBfWCxu6Bx8XZlPb9mK3t8nvg7EN8iJ/1+ACCvoHo9XpEUUStWuXg4ADLsnJZ2SxWZ3+A9yhwyoAxVX+Tal7ESMUUMuNGUDQyHQtbt5AiIY5iVb0SGsj4S7ZOIKVGkth4toaUCUmsEkTLsnC9AqZpcHJyws31NQLByckJGxsbuSBAxicQQrCxscHnn3/GZDJ5MFzsuS5ra2ucnp5ydHSkRAa8gqoApoOlcrVTpbhDadVRzcY4joPrejnlTWg6YRQxHI5yKetsn4QQ1GpVOp0OURzhmm72o2VkAEhKwjDg4vycwWCA53lqbkZKTk5O6HZ73N3dslgsqNfrbGwsfUNmsxmXl5dsb2/nqmpSKmPTrDOSyZgLYDKdcH19zebWVu4NdXF5ieM4FIvq9aVSEcc+5OJCCUxsbW2nxrRLxTHlJ7OvOm5pAtPr9RgOh0rBLe3mTKdTdnd3efToEZms93Q65dWrV5RKJarVKlEUMZtN8f2AxWKRS7RLKRkMBvzwhz/k6dOnbKRzRlLKvLvWbDW5bF5iWzbHx8f554LqKHTabQaDAY8fn+A47kqCIfLtGY1GOR3t00+/9SUFgiWFLBNR2NrcpF6vU62qc3x7q87P+vo68/k8n00SQg3638znD8QkMtVFwzAoFAp89NFHVOslJuEt3fENi/ECXTewLZdI+kgSdA2iMAPaqT/SbMjCn2LoNrblUt6w0SlCoqNhImPB7c09i8UCy3byfc+FQYTg/OwsFzvZ3d1BTz16QAHbzc3NBwWFrKOz5GMtk78kkfhhQn8S0mrP6M4CTFNju2qzU7MpuQlCLJAyTKWpgzzByySBjzclfqQxWShvG/VTydtOh8l8kaq1fUWWLmGnMWIsQSOVDBBfQmJLr3EJGIZ8+H0ydpLEMCAEpoMAYSfIRFcthlU8hQYiYTFfcOcm/Ft/6S2HWy5/7k/usb/hpdeejpQhURKxCELiMKNCCnQNPFPHD5McB2TH27LMfG4sAzbvbOpXhxCUPUOJNaRrZpX2lB8yKRlNQ1rdOTepkeXvCAWpqhZxqOFPdYK5RhJq2IU49b9Jz6kkv1+JdHsfPpOWb5lIiTLYTH+WQBLq/OF//o/y+WsFEoSQ6VpKAUZGO5YQzxJ+OJwiZcJ/8/f/Qf7L/5sRXmVEZd3Hn5ncXxYAJZ8tEw27NCMRSS6VHQcSmYBmyJVnJJi2yNdSFMb5tfHe/I9Y6RBlICQ99lr6Zl/X9BAZWkwPbywliVRG0WgC09aZTAIcx6fXnTGdhngFi4PDKsWS/R74kVIyHvnc300wTI2d3dKKIA3oukm5XCNOZnzx4hTPc/nkW0+oNwyieICUMQKDKJK02x3a92M2NzdZLOZoCMpumSCak0gNUy+gCYt3wZ1iJqj72DxIGOsLSrZLoaDTvBhgWQaWzYf4EL+n4gMI+gai3W5zcnLC2voahm7kYgZSKmPM6XSqHNZXDPmyJCkDP1nylj1ilKzucl4gC9uycYwK29UDpIjxgwWt+x5Vb5Mw9JklMyxDkMiYOFHbkaARSQfHVNKcmqYxGg6pVKoYuvLIjsIod4ofjUa54loW2ZeFgvK0ub29zWecQD1st7d3aLfbuSGmTF8osyFcoSHS4W/SXlD2UM0SEUXHkEgBnueyubnJ2dkpANXqEnSBSiCPj4+xbXtZVU/Ua5f/VjNQ93d3DAYDfN/Htm36vR6VSiXtzmxRrVZpXbWYTafc3d3ls02Xl5e46Xasyhy3Wq08gc2+H8VRLmCwsbGBrutsb20znUx48+YNT589w7YdBOq8LhYLdnd3ldFoGlEUcX11RbFYpFZTwE8AQRjSarWWx1bKfIYr86EBME0z9WiCnZ0dHj9+nHdOwjDMJat936fX63F7e8vt7S2DwYBHx484eXySJ4ibm5sEQUCz2eTk8cmKzLs6e9PphKurFttb2w/mpLL1kFHppFTGms+ePaNSqT4Q+1C/kK2HJJVv3aRaqSoqWEqZrFarnJ+fc319TRRFrK2tsb6+TqFYVEPyKcBLohCQGIZOsVjE8zxevnzJ7u4usQwZLGKiMKFcaFD2Ghi6RW96xcwfIFEdrGARo+kSTU8pMklEEIbM5hN0XcPQTUzDwTJdSt4GuqEzm80plSv5Nd/rdel2uywWC4qlojLFLZUwTSsHBwC2bbO5uUUQJsQR2Ok8H2J5P0AVyIkT6I4CTm+nDOchEZJKweRw3aVR0jF1HyHmxHJKLOek1RFIqU2fXYwQaPxr//ZfpdcPkRLqJfjoowqn05jxIlT3qa/hGkkJeuqdogNTGTENNYpmzCRZOf/piRXAdTelKGrglBOSRCW2rqYxS0C3fGI2KBe6DCc1kNpKhi5AJJS8AdPpBgtuKDgar1sz/p2/es7/4r91SKXoEoQ6w6nBYAqjxQI/XlKxEgnrZZvdmrtCkRT5tSxWZ87eza2/InFOc2PqxVVLAJmChYe/64cJv30+ZLSI+F2RwpYQ+jqaIbFc1QUyvBivFqJraruW5/CrO3rpW+VfRKEg8pdKZ5oR8wf+4B/g3/8bn2U9MlQx7MveNyEwIv7h29f8F06eUt+Q3JyX6d/KFNioz0wCDU1PKGzMENJbboSmurckD+8h6hpQ39MNjSSRRJFEU5dIWiwT74HrL1/BKya9iQI9D8QNVr6ME0ksIzSREEsdw9Lp3k6YTgKKRVvJYhdt9FzJTnV94jghCmO63RnDwYJiyWJ93UPXtRSACyzTI4oczs/uGQ7GNBpVnjzZw/EignCoioJIfH/B9VWHwJccHOxQq67Turrm+vqG/aMSZddmvIgRwniv45Wd3zjxkcTIBEbTgP5tzHwsKVdsrq+GrG188An6EL+34gMI+gbiyZMnbG5u5l2PLBG6SxPvbDg6i0wuO5/nSalwWTKdJY/ZwHI2x6IUXWyE1CnaDQxTJ7IjWvTYqpwgSZjNJ+rmrUuiJCCKQ2aLkKnmYJoa/lxV6xaLBfv7++pBIGA0GhKGIeVyhevra3Z391hbXyeJl4Au29atrS1ev37NfD7D8wr5w6pYLFBvNLi5vaWcJoSj0ZBer5c7y5NkVLjUe0hkYCitLkqR0jjUcO/u7i5SSl6/fsXe3h7rG2vomkHWmXI9Nz/mwIrJp2SxmOcGoaBEKDzPY2trK5d53t7exnEcyuUSTwvP6LTbXF1fMRwOsW2b0WjExx9/nKuqSSm5v79nPB7z5OlTNTckFH2j1+3m80SGnqnHKUnk4XDI2zdvOX78GMs06HS6CCFygYyMXtbrdtWc0tNn+QCulJK7uzuklGxtbeXfG4/HFIvFHPRk+391ldLTtreXlWAhsG17qd4nBDs7OxwfH/P69WtarRYvX7yk0+7w6affolJRXkPdbpfDw0PlicSSChSGIRfn5xQKRTY2l52zLCQPaSfVapV6vZaLNuS/lQGCtKLseS6OY6P8QeWDuZvZbEYcx6rgsLZOdzDnbiAZzBJiaaLrNiXPwDUktiExbT1PhsIowtANys4GtlnE0jw8WwE3mXLo/WimALsm0AyBrmt50qTpgjhW3cyFv8APfQx/hlsr4Tg2w9EQwzTodXuMRtkcVI1KpYrtWAihIRGZACJJIglCSRDGdMchvUlILCW1okmjZOJYJp6tp8lTQhAmdEcBZ/dTpmFM1TPZqtmslQw8OwImJHJOksyIkylxslDrbhbwf/w7t/z25ZQkkvxv/4u/n15P4ivlfTqRxm/czZSRZlrZ1/WEKH5I31mNxcLGtCARAsed8nmnyn9ud4KtJ/hx2sKSkrKdMJprfHamEi27ohLWKNYpOD5P1w/50f05eOAnGutWCb1wzzgoE0VKAEI3QirWmO5kk01XYzD3cN0R63qZq/sJf/0f/Cq/+NEEpEHIAUPxSyo7fmeuxzA0XHt1n7L7hUSI5b1ZQ1MvX4k8cV5taKVzQPdDn/4k4GijSK24vEdkvwMwW8SMFxHJ77QDtBK2F2MXQoQOepnULkGBjVViYr63qwWtlb8zKQ1/pjMb2sSxBhpYbozlqmfU937+W/zg+/1sz9/fGAGGA7qW8CsXv8YvPnrMn/8zf5B/4y//CrM7l9hfHlDNSKgcDrFKEeXAztqQyt4hBIQqPmTbnAsApYdOpHM8UZSgSaFACO9KaP/T23lxrI6V+vPwlxTYSgijGEuPAQ23YKLrgs2tMmvrhfzeIKWaXxoOlTCC70dICbZjsLtfoVy28/kggY5plhn0Y968PmUymWKaJmtrJSx7QRgu8v0ej3yuWiMsS+fo0RqlkoOhSza3SozGHa6bfbYODAIjZB6OMbQC2jtgSJIQy0ABXB+m3RjH0Dk6LlMoulw3J7Qu+3yID/F7KT6AoG8gvIK3rESlFKPziwtEmsSHYcjNzc2Dh+NwOKRcLuczDhlVbtVHJKvgr4KgVdlsTehkozCWoahIlu4RBAGarqXD2Al9zWcw9bF0nUUY8v9j779jbNvy/D7ss9bOJ4c6VadyuOmFDhN62JNIeobBlEyRIi2JCrAVYDhAgP2HbNjWH4ZBwDDgvwzIgGzJhoMESpQok6JpDkVyOOQMOcNJPd2v+72bK9epfHLaaS3/sfbZVfVCT3OGxmMP7q9x+95XYZ8d1t57fdfvG8bjMZZlVspFtj/D4RDHcfjgww/46Dvf4fj4iKWl5uceb7VaJQgCrq6u2dkp5l8XQrC2usrz58+5uLygm2lplpZaubj1Pk9G6buQyQXNwVA37vjeUkrW19ZwHYeTkxM0mvbKyh3nQ3/2JTYPQ66vr+l2uwS+z+7uLtKy+M63R6yurrG394hqtcrx8THT6ZS9vT2KxSK2bdNebVOuVDg5PuLo6Ijl5ZUHIGM0GtHpnLO+vk6lfNf9mIdzzjKr7XKpzMIO/Pr6mvF4zLNnz7i4uOT46Ih2e4Xb29vPuI2FUcj5xTnLKyuZjmZBjxtzcXHB9vZ2TlFcdHYKhcKD41/kHgEPdEqLv6Mo4vz8nNXVVebzOZZl8RM/8ROsra3xve99j+vra37jN36Tr33ta9zc3OB5HsvZ+VYZWlGp4rzTMbqnvb1cw7ZoWyyu8qIsy2JtbRXHcbOxfAd8lEE7aK3u6RPMhV0sBhwdHXFwcEChUOC9997DdgPenI25nWpC/XB1/XYWIgHXFngWVD3z9cFoSsH38OwypaBukuO1wHFcaoU2qQq5GZ2SpFG2YwJkbheQjUUDEmzXTMrSOOHq8oZZH8K5scmvVqvs7u5SLBWz/BDzO0mqmc1jYgWzUHEzjJjGimjBR9OaVMOol3Lam2NLQdG3sYVZ/Q6TlGmkUGhsS7CzHLBclVhyjmJCkk6IkxFxOiWKZ/zd7/T5//x2n6uBcSETDlhjc35tSy+kg3gNaTBLmjWOgPD7ACAh4OCmzFcrt1yTEDiat9MJ5euAZ405Ve9uQWIUSv7qrzQYzS3cKgStFClgqRryP/2jP8pKpUHn7xzRnUbIgmZ/ltIWa3SjuwltEjncRgUKlsAqdJjfriDdPvZoAEhenTv85HsKRITNG5q6w634t0C4D/Zb6/v3wb3FEq3Mwgt8Bsjfv+6ftmkXAhxb0qx47F9NSC5GvL9ephTcTUQXesTBNCb9Pt2130tprbE9ZehvUiAx3RGLxaPx+4MtDSh9d1yjG49U2xkg0Tiuwhh1Cv6tP/NjfOfbv0QSL+6zu/OINhQ2tyqoFMcoMeHX9j/iDz/+ERpLFqWlG2Y9jzSysdyUwtIUO0iJxmX+7Z/ay/RKIIUJMk1ilVPT7p/HxSLJYsFMSkhj08UTQn9Wq3SP2nbXmtN5N8ayBEl8R8fLjycraRlzHeEk2MIxILpgo7XKzBEMtXswmHN1MSaKUmp1Y4lt2xaOa+UZfgC27aOSgMODLsdHHTzP5atfe0qazjg7u8T1K5TLLkppurczzjuZxfZqCccVKB2SKhvbjtjcrLD/9ob+NdSWPRI1I4z7OFYJS/r5PCLVEWkSE45g1tc06gEbm2U830NgsbZRo9+/57L0rt7VH4B6B4K+hDKaF7M6fnFxwdnZGY1Gg6WlJRzHye2yFyWEYDqd5i5eC1rcfRC0AD1SSuI4etCJAbIVdfdTeyIQ0sKyDSXPcy0sabpOlkzMgz9JmM1mtNvtvLshpRHFu65La2mJjY0NDg4P6fcHVGtV9L2u1WIf2u02R0dHtNvtPEjT6F3KFIpFPv74Y9bX1/nqV7+aTdTlgy4N3A9nFJnNp8yO/24SveimNJtNoiji6vKKRqOO53oPphWL83N+fk6328V1Xba3t6lkTl4vX74EFt0R4+gXBAFHR8e8ePGC7e1tGs0lpJQUi0WePH1GvV7n5OSEly9fsrW1heM4HB4eUqmUM7rb3Uuu1+8TJ0lGjzOAYTQec3J6ytraGs3mEkFQ4O3bN7x69RrPc6jVa3f7D1xeXmbdoeWcpmGCHM8ol8s0Go0Hx5skSW7UsCgpJevr6xweHnJwcMD29ja2becg9/r6Ogfgk8mERqNBFEU0Gg3q9TpKKabTKb/5m79JpVLhR370Rw2FK/9c6Pa6XF5e8ujRIzN+F0egBXc2tHeT4UqlzMbG5qdWaxdAaGFecfc9IYxhRhhFvH71muvra1ZWVnj8+DHzWPH6ZEg3lAhLUPItqoGNY0uiJGUwTZjFKfNEM09gNE9pAa8uQsqBouRBpeBgyzvKkGU71AtrCCTD+Q1SjIyrW7ywm/+cEpCkKSqc025vUy7XKBaNhbXIjl1pRZpCfxxzdjtnOE+JlUZnIZFKmRwfC7J/Ly6imdgOZzGJMhNPka2Wu5ZgpWpTL0Ug5syiMUpNmIVDYj3nV14P+c9/pctNJ8ZrCqKJJmhJolEKcb4kbf7yQFgC1J1+woylRZDyZyfSQsJ4KNj/7jKbX71iqFOKxSnfiyL2z4psBJqq5zKeeLw8qlJZ8vk//ms7XE0v6U9nvLeyzIcbGywmpP/uH/5p/qPf/uskakI8rdMZaR7Xy9xMXGapxhaC5QJMrHPO+4YOmyYpOS1LCazsSmo0Wkypqr/FwPoz+T47lqAc2Pcmuzo35dDqbgK9WIiRWYfgPiZadA0enAsBtaLL13ZqfHIy5Fv7fR6tFFmqekghSLVxg3t9NvrC8/l7La0XVt5gZQBo0QH6ok/R9zCMRpCmgvGtTRmMO58E21EElYigoJDCuMXZts2/8xe+zv/tP/tO1g29dw4sKK1D4EfUK0MQik73iDB+n//9n/4Z/v2/8Q8RrSm2OwEBaWITDUt4UYNffD3jmzuSRtFGYbQ7li1QiTbdOGPMloMt9B2wXNwPSmnjRLf4GUALY3mdJgYsSWk2ou91BxfXUysQn3OLq9Ro72xrTtkXFD2XadliNAppLadYlmA2Szg9GVCp+Gxt1/F8Ox8jd59jYVtlhoOEN68PGAxGrK4u8+jxGpYzJQwVw5FD53TI+kaF7u2U0TBkda1Moxlg2wZwaR2RKoVSSf6MPT2e4PllKiWPnpoTpSMcFJb00VoRzqeMrhUkgp2dMo1mActyAAspXQpBFc8b/94G4Lt6V/+M1jsQ9CXUIsvn5OSE2WzOzs5OLv5+0NLPakF/W/w75z5/Sli5oDCNx2MazaahTmddoyT5rAmCmciAJS3miaHDaCRRonBsw7M3eTsiF/kvPm/hKCalZGNjk+PjY46Pj/ha7eufoTZpranX61nI4I2h1WW1mIRPJxM2NzZyZzCzEquyyWEWgKkVSImVdxAWn6HQCLRK88mk1qYDdXFxwWw6w3M9o63RRjB9fX0NwHg8Znt7m3K5bOyyLTunJgJcXl4gpaHAFQpFnj57xnmnw/7+PtPpjPZqG9f1sC2LlXabSqXK8fERL16+zPRTxrXMsqy7SQWm66KVyt3C4jjm7PSUcqlEc6mJlIJiscDa2hoff/wx5coatpXdrgKm0wnXV1dsZblSIFBac3vbZTyZ8PTJkwdAeT43uTv3u1Rk16ler3N4eJjnABWLRc7OztBa47ouOzs7TKZTqtUqhYLpHB4cHKA1/ORP/RT7b99yeHhownG7XTY2NnOr8el0ysnxMe12m1q98aku3B29zUw002yM23ko6O9WZkHA5ub6hlevXhFFEU+fPmVjY4PZPOLsJqYbmpDgrWaBtbqL72qkVCQpzCMYzCxmoWY010zDFKYwihTDKMa2BE4voeRZWGiqRU3Jk/iuxJctnKDMzOkzmt8ym4+J5zGWk41/cbeyLBC4vkWhXGCl1cJ3K5mu7Q7OpSlc9iL2r6ZoCasNn8CzsAR4riRNNb1JzOntHGFpPCGJU0UtsJFa0IvMqrNrC8q+zVLZplbUFLwYpQbM5mNgRmc44lff9Pn7L4dcDWPG5ymWL1CxQNrZ5F09XOnOTvZnzv/Dbtxnrg4ekFpwfFPg9h9u8PTxgFJ1jgIsFH/+gz/EqBuw9SN1av+d4N5mlljklwC5dmatVudPP/l5/ubrX8apDAmvWrwZQ7N5RlUacNyNHQa9FmaanxLU5+i+T5oKdlaie/DCZMk4nDw4xM2lAssVL/tcjcqeK4vxtujCiwX6+dR4vP/3Z8crrFR9HCl5cTbg+fkI92oCyuyL0ppQf15uwe+lTIfE9VJKtcjQ3xBYGQDKx+fipz9zwc0mVEbLnI8sZmOHcva7tqso1ULcQGUMgzuN6tc/WOZ/++/9DP/xX/lVrq9N1pNT0JRaikplTKPax7IjtJIUZMjJ9Vu0XeJ/8fNfYzab8v/67RO6k5jhJEDiMhfwj96O+e7ZjP/eN5usVh0zhrLOjkoVvxtwXHRxklhhO58yHZICxxWkiVlgkBboVGfGEYvrbBYiLPnZz5GWeQtNpmYB0pKaUtmmdztlPk8oFJzscgiqVR8/+LQuR2DbAWnic7h/y/FxB8ex+fArT1heKZCmQ5IkxrJgpV1i/02Xly+uKRQdtndrFEvuPZo0mM5TRL835ex0iO/bVKo1zs8m7DwqUPZd+rM5UTJCMCWaaMa3CeWiy87TMn7gIoSDwMKyfLQq8/J5h6PDzg86+N7Vu/qhqHcg6Euo/f393IXqaaYTWWgfoiii3+/nblxwB3xUFjB5HyR92lGuWq1yc3vDykqboHAHmJIk+eyLWRtgsRCimxRwmIUpBd+4Ls3nc5RK8YMsZEBAqhRhGObi9lKpSLvd5uLiIqeKPbDczmh5KysrnJ+f0263c+qVECKfXF9fX1MsFlFKMZlM6A8Gn3V5y/8/o6bA3cq0SjPwRD6B932fft90MsIw4vr6mtvuLY5tulpPnjwxgCTbX8e2OT4+Jk1Tnjx9ynAw4PXr12xublKvN7Atm42NDYrFAicnJ4wnBkQttE5BocDjJ0+4vbnh8OjIAMz5HNd1kZbMRLiCarVGq9Xi4OCQ3d0d/MCjXq9SKpcywGv2J46N099oOKTX79NsNFCpotPpUCgU8gBYnQHWTqfDcmaGsLjeaZrS6XQIguDB1+9fH3MunnJ+3uEgcyerVqusra2RpimB71Mul3O90XA4zB3ePvzwKwghODg44JNPPkFrzcbmJlGUcHJyjOf7rLRXv3BiuBi7dyDooXX0F5UJq9UcHRv6WxAEfP3rX6dWqxFFETeDiPNhhJaClarPznKAY89RekSqYyDFdzW+6wA2qbIJQ4v9V7BctZiEECaaMIXZJAEN11OFZwsKrkXRtSg4Lo7dwsfD8SfMrR7T6QQhtaHBSJ1bhJtV6YRUZRS6nMZpwjSvehFvL6dgwd5KQLsWYFt3tFetQaXQEXM8xyKKNcISKMBxYK3lUi9aFD3wHI0lEoScEidj3l51GIYjXlxE/PrbKVejmCgxXVR/yTxT1FznrQEhPjud9EUC2HfBk194ObNvJpqp0ghHUlueooTg1WUVv1/m3/jGiPdWmwy6PrWlIjdxwqA7YaNWYKE9N7qoxb8XCz3wja0Nni79S/zy/lv61wccd8vc3q5+7p4U/QGem3A9sqgUUr62M7u/hxm96k535liSjUaAY99dM3VPQ5iDIAlSWgZUWP/kgKVedtluFvnouM/402D/n0oDyHQ8/FJEUI5xXIElzZPzXlbmZ3/rwXObfHxqJZhP72l1LEWhGuH4qVk8yn9WGB2nEpT8Ev/2n/8mv/jiP0XphCR2saTKMoE0wkrRsU/VnvOt75zxIz/2FCkFU+VyPSgxixWuZRbjhBSkSjGYpfwX3+rxP/u5Vtb9NpqfxTXKr+mnjktg2AMSgRZGTyQzF0Iry2ta6HbSVKGUJo0VtrYQNix0SIuRkzO1uesygSRRiuk8xrMllUKA4woGvTlBYOMHNsWiS/d2SqnsYVmL8eRgySK9bsTB/lsGgxEr7RZ7e6v4QUKS9PPFBpVqJuOIKEpRqaZc9ikUXD49aOI45fJiTPd2SqtVZLldyr6e0Dmds7ETUPIUg1HEuBcTTwRra0XaqwVs2wUspLCxrTKTkeDFy9eMhiO2t9d/0AH4rt7VD0W9A0FfQvV6Pb72ta+x1GphyTva12g04vzigvFo9MACF8jF8q1WC8syQn8gN1FYZLmUy2W63S5XV1dsbW0b+2gh8+DF+6X1woY601lgVnZnYcpyycttg6WUeO5dqKRKU0Ofyy2xTbej0+lwfHzMhx9++JlVfCEEzWaT8/OLzOa5nX/Ptmza7TbHx8cUCgV6vR79wYByqUy9XsOSFkizGmwWX+9maAb8qHsv74eTlXq9nuf69Pt9HNdhc3OTcqnE8+cvsG0rPxdCCKIo5rzTodFosL6+xlKzwenZGQcHB8znIcsrbVzHptlsUigUODo+5vWrV6xvbNBsNpFSYls2y8srlEolOp0Ob9++ZWVlhZV224AvYSbGG5ubJEnC8fExu3u7NJeW7qhiSJIkptu9ZX1jHTScnZ5i2zZJnDAc3BkqgKFEnp+fY9sWy8vLD0Dy7e0to9GIx48f55TGzyvXdWg2m9zc3LC7u0utXmM4GKK0ppGBrW63S6dzzsbGBqUMFAkh2N3d4+rqivF4zPPnz3Mjj/lsxuMnT+9oeDlX5bP1aQrnF5WhHllEUczrV685Pz+n1Wrx5OlTAt8njmPiVHM7Toi1puRbbDZ9XCdB6TFR0idJpvnqtZkaWQjp4Gb5HI/bEalymcWSWSgZTBWTUDNPNLNEM40UtyLGEgJHClyriGP5+HYJV4wJPIllmRVny1p0DjSWZSM+paRXWtMfx+xfz1BS82i5yGrNx3VsM1EClBJcdOfsX06IUk2UphQ9eLzssFy1cGwFJCTJlDgO0SrlqD/mo6MOf//wE/q6RxQGTIYNLCnR2jIUrBQzHm1hbI7HylB+XLBccz1alZgffzJgZyXibx82ORoGD3RVn3OFEGgSZVbY07lmMPLYWon4l37yknbVo+DXGPa2+Z3emOevLplFCVIIVio+P7lW45uPlqhWg3vjeAGEzPbLgcs//8Ezfm53h//hX/nrRGELpe7TfROK/gi3MaBgJdTLKf/iHxrSLN2pbXKApe+uh9Ymy8qMM/2gG7UYfJZt5Qsxv1vnZ7HNRYWR0XX1RjFn3anRWv3TY70BGiHB81P8QoTtRVgWSGFzLzb3B/7QhcYtiSRJfHeebDfFcdMcsC66JOFEkiaCOLSIZhbS8dgsPeFk/BzXn6NVRtUUGpU4PCnaKKGZyVv+2l97y5/7c0/59smEWaQyYKUNxTOjRGvgehSzfxvxqOUbjZEEx7WIwxSsjCp9TxckMFlCuc7UAiEzCmpqDHds1zJUOMs4I6pU4bgWaWxCc4Hc2Y3F5u9rg3RGNbQlaZyilMayJPW6T/d2RrNVwPMcmq0Cx4c9RqOQer2AbQVEocvboysuzq8QQlIqFdjcquN4U+Ikyj7DmDtcXozpdacsr5SQUnB1OaFUcqjWfHN1NUynMednI6IoZWunRrXq5/u9tl7j4O0tt5cRfslmfB1iC5vtp0Wq1QApTRixFA62VaJ7m/Li+Vvm85D3P3hE6WH+7bt6Vz/09Q4EfQkVBAHFUikXiCdJwsXFBdfX15TLZYqFAoPB4EFOkNKa2XSaZ+AsbFqHw2Gu2VlohZaWlri8umJpaQk/KCCl6QRlUiRg8X4w4nLTdTJfV0oTpxrXlkSRcdfyff/BxFQpw5FfBJIqpahWq6ysLHN2dsbOzk5uj3y/PM9jebnF5eUlS0tLOXATglxP8+LFC1qtZZ4+eUKpXMl42OpBWOR9Eet9AfPiuMB8LQxDZvMZ/X4fy7LY2NigVqth38tdWZQQxg3u4vKS6XSa20g7jgFNpWKRTuec2WzG5uYGvu8bLdDjx3Q6HY4OD5lNp6yuruK4xgGuUCiwu7ubBYmeMZlM2NzczDKHwLYs1jc2ePXyJbc3t6yurWbUKVODwYAkSWi1lnEy3db+27copUzeULkCGa7o93sMBn12dnZxM3CqtWaaZeSsrKw8oDR+Xs3nc05OTqjVatQbdWbTGbPZLLfvnkwmnJyc0Gq1WGq1cmF4GEUcHh7QarVotVocHx/zySefGGOC99+nWCx+389d1P1O0MOLc3dhF/S3bq/L61evGQ6Hdx0ujM4OIIw149DkdiyVXcoBaMakasTN1YDBYMLqWoDvW2aiK0CnoJTETAK6eJ5HMXDQ2mFVOYSxZB5JhjMYzmA8N/fKLNXMEkAIJD6u5VMQFiVXEEiJLTUFz8G2DIi3hTEriePYdGmV5PR2zjxN2WwGtGs+rmNMTAQmuPP02gCgWZJgW1AtKLZbinppBigmkznTeM7H5z06g5CPz0ac3YyZe4c4QYRKLcJp2UzwhOmOoX1z3InRaliZKUQy1diBzEVHf/Yn+5SCkGko+Zm1W27my4yjT+sLH5bGWB1rJXCciA8/TNmozrmZ1fnRR+9zdeHyi2d9XvemBK5FJXBMV+9mwunNhGLR5Wdqv7sd7y+/vqHoC4LaGeOuwJFlUq0IGhOk0JRkymRY5n/0p67xbbO4cEeiVUbwz0q+vTjV7F9OsKTAd6xMeK9yXWKnF7K36mFlGq0vKqU18zDFtiRRrHAdyXia8OJ0xDhMiJUm0eoHui9+sNJIyxgUBKUEL0gRIiXNMpzkPcuOf7LPzMw+pEZYGp2a35W2vgsj1QKlBZOexbjvoHXOA4VYcDlR7HpFzmaKOTFaCwrCZacIGyXF2Rx+baL5CztDRjdjzgd376oH75DsOaA0fPtkzm6zgpSxWRQBbE8afdA9qnj+3LiXywMLapzGsjFAJ1akiQItEEgkLrbt4PpmvEjbgCulU7Polr09zWcI0iTNcpAWYM0AkkrV4eZ6zqA/Z3nFoVwuUK0l9G5jikGBm0HI8fER83nI+voK7dU6nU6H09MztrZrOJnGcDaLOT8bMpvFrG9UqdY84xgZpnTORrieje/bjIYhnbMRQcFm91E96xLdXXfft1lZLfPm1Y15Ni77tNcKBL7p/oCFJT0sUeH4sMvBwQm+71GrlYhjY+jwrt7VH6R6B4K+hAqCgO7tLYVCgfHIZKdEUWRW10slrq+vcwvsPCtIKer1Ojc311QqJj9ECPCDgKurK6q1GsVCAa113g26uLhkZ2c7n+BzT3y+oNegDagxgAbiRIPQuJZkNouZh3Nq1eqDiemie7Rw4wLzgN3e3uHy8orj42Pef//9zwUarVaLi4sLer0erVYr/57jOLRXVznvdNjZ3SHIUtkRAp11dZRW2Qvoi8q8OefzObe3t3S7XRzHoVQqsby8Qqu1BJ9awQVjGjEYDDk9PeXm5gYhBDc3N9iOQ61awZKSpaUWQVDg9OyUV69esbW1Rb1ez0FSoVDk9PSEyWTC9s4OhQwESilptVqZqcIRr169Ynt7OwuOFXiuR6lcZjweo1KVnWdBFEecX1zQaDQJ/AAhYH1jnTiO6Hb71Gq1XKAdhiHnnQ71ep1KtXpHF8zyiQz4XP5dJz/n5+copdjc3CSJEwaDAbVaDdd1cx2Q67q0V1dzkwfTgeowmUx4//0PKBYLOI7D27dvmc1mhPM5liU/45b1mSunH7ocfl6Z7p7F1dUVn3zyCVJKPvzwQ1zX5fT0lP39fTa3NgiCIqBMsKeAgicRcobSIzQzSiVN9xY6J3M2tku4jrGV1iQoFQMVEtVHaBuhHAQuUjoUfJuib9MoOySJzSy2GM8thjPNeKaZx9rojFKYz1J6M7CE0ei4lqYS2PiOoOwnCBGTpDCeK4ZTRW8Ws1b32WoV8F1zX42mCTeDkNtRxPU4BKFplmNWanOqQYgUMdN5RJgk/BffPuGXXw6Zh5Ck2eq37lKuRaSxjVKCOHEwuVoSIRRaxEjLQSVG/yAsgdeQhLdG/V0omutQKSRcDy2kgLVKQtW7JqZOFPlme0JhSaNjUUqiMv2OY0+o1Cf0blY4HRVpljf4mWqd7rXDxWzOwWBGLXDwXQs0RGlKyZJMlOIXX1/xk09XsD5/KKC15tf2b/m73zulf1Nm89kEr+kQ6TEasJQw50gLOgdFrA/nKAHivs4IsHGYWD/3gGJ8OQgZThMKjkWSKAJf5rlknX7IRss8OB1LID9FSzbUY8VlL2T/YoLvWkzChErBYTCJGUUJi7bB7x8A6az7oLDdFL+Y4vkKKRWCTEeZPRMFXwx+voh2mjdTNKTpfb0JpLGFTlOU1JBqZgOb8cDNANP9jQh6s5BYJ/zMksS3XFJtOlJSQD8S/EZXkWioFxL+1j84w90yoFRp8k6T1ov+otmJ025Kd7BJrXKBY0+NSYOwmM1ipCVz2+xFfd6RLzQ0JuNLopXAt0vUyk107BDOIlSsMxqhjeM6WDZonaJ0gtaKa+bUgzVSlaBFasCQryn4Fq4TIB2bpSWHfm/GynKFNBXYlqJz1eH66g1JklCplHnydJt6w0XpCcsrPocHU66vxqy0S4zHIacng8z+ukah6LKQKa2slgjDhLOTIYWi+Zx6I6C9WspYDgt9mQFocZQy6M0ho3E2m0UC32PRDbcsD52WePmmQ+fskpWVFo+frDEa33Cwf0kl/P5d+nf1rn7Y6h0I+hKq2Wxy2+3mk+1yucz29jaO45CmKWEYPtBFLF5SjWaT66urnE4mhKBULFGpVrm5vibY3My7R0tLSxlNaAnLspjP5oxH43ug6k6TEEURtmNoVVFsVsVtS5AmCVqp3ABhUcZ8IM31SWAmw/V6nVarxcnJCTs7O7nu5375vk+r1eL8/JxGo/HA6MHQ5c4ZDgYZCILxaEi/P6Ddbpt9ELAIh7v/alt0fm5ubri9vcVxHNbW1mg0DJ1tOp2YF558qDUZDIdcXV4xn8/xM+DVbrdpNBrGErvZZGVlBdd1qVQqPAmecnZ2xtv9fdbX1lheXsa2bVqtJQqFgMPDQ16+eMnm5gb1ej2/HqVSicePH3N+fs6bN2/Y3t5maWkJIKMnKZRWSG0c7zqdDloplldWEFKCVniuy9bWNpPJlM75OY+CAlJKLi8vUEqz0m7n4CSnwQ2HPH369DOucPdrcT56vV5Ombu6uqJYLFIoFHIwFccxj588wXVMJovWml6vy+XFJXt7e/hBgEbw9OlTkiTh4OCA58+fo4Gtre3MeAPiKCKKonziuehgLro4nwZBArOSq5Xi8PAo1ze9//77VCoV4jjGcWwuLi+5velSr2uk8HCkIExgEiYkqUKIBHRMoWixtVPi6GBK53TO+kaA4yz0ZouV3IhUxSDmCONDhRAWAgcpXCzLpmw7lHyb5apNlNjEiWQ0hWkEcWozCQ1tbhpppkIxmCemE2SZ1WWlIUkVSkPgClYqHhaC617IZT/kdhwxT4y7UyWIWa6MqBZHhPGM63FK2bOxbcl/+I/f8DtvI9S9iWqaKPzqxEyAtczmpVk4J4ZaKmSKEC7SNs+DNNToFLwlSTrTuLHRysxSC6+gKTkxytbMU0Hgz9HaxnWiz4ynJLERUrHeGPCzqz9Gsuzyx358nYJr8/bNLcPBnIs0IVEa3zEAKElSojDF920cAZfDOSe9CTtLpXvsyUXWSsrf/F6H//fvnKFDhS9iDj9qs/PBDY3iJKOxScaTAoffW2Jy6/F/+htL/K//5Zh5PMifHK5VolL7UdwkYDK6dz8A0yhlGqUgoB8Z8LQMTMOUj4+GoDVf2ang2lbeEZJZZutolvLqfIwUcDGco9EMsqAlsRBc/Z5K51oUy1ZYtsL1UhwvwXKMKYYlxR1yWQCz/Ki+z5a/j/5Oo4mnFtqgSNAQzy1GXQ/HS0lCi3CaZWx9zqGVrDqn0wt+IYLHRVjxzdg/mcLbsSYUoBKJJTVlP2V9rcbvnAzubcG0gLRW2bUVhElMRJ84LoCSuO4EpCYoOZ+7D3dM3E/RAbPFQCkFtfIKVlzm/LDLaDDOMqGyM6fNe0fIBZ3P0FxLxQrnhyNs2zLUVSnMu9R1iR2LNEkZjVJubyZ8e3ZAFMbEcYxt29RqFdrtJvVGgLBmJGkfrTWFosPqWpnTkwGzacR0GlOt+bRXSzjOgr5tjsFxJEutIi9fXDMYzNl71KDe8DPq3t0VBMF0GnNy1EcpxbP3WnRvp5yfGddZz7NxnTKzqc3H33vDcDhia3uDvb1lNCNKZUl7tcz+26vvO47e1bv6Yat3IOhLKM/zmE2nXMQxW1tbNBqNPOMnDENGoxHN5l3mThzHaK3xPS8HN/V63dCqBKwsL/P69WvG4zGVSsU8SAsFPM/j8vIyn1Q6jp2vyC9ExotuhUAaZ6JY5ULR2WyGlNJ8Tt5BMcYIaB6AIPM9wfbODldXphv07Nmzz+0GrayscHl5yWAweGDj7HseS80mFxcXCGEm9+PJhNbSUt4VSmKjoWm32/iBbzRM8xk319fc3hqr643NDeq1WtYtE9SqVQ4PD0nTlIXBxCIb5+jwiFqtxu7uLsPhkPPzc9bW1qjX61iWxdnZGbPZLO/SeVmO0M3tDaenpznFbUGPe/rUgKT9/X3aq6u0V1Zy2p/neWxtbWHbNicnJ5RKZTzPzU0hppMplUqFbveW29sujx4/zjtiCw1GGIYopeh1u5y4LuVymZvra7a2t7OOkblO89mck9NT2u3255ohLGqRKwTQbrezz+9i23ZufHF5ecnNzQ1Pnz6lmI0FDcymU46PjlheXqZ2z6AhzABOpVJhNBrx4vlzLCnZ3NyiP+iz//YtYRQi73nNCiGykFru3Lfu6S201rx+84aDgwNWV1d5+vQpruvmrod+ELC9tcVkOiWczwkKLoEnGSUp43lKkjg4toPGResQ35NsbFY4ORpxfjZjbb2AfPA0lIYIpDWKBEiy2ZDMOm13oEhg49oOnu3gScl0lpKkNhv1gGnkctaDeayJUki1ySu5O3DzJ0w0by4NaJlGKUIqHFtRdiKWylMKbp/j/oD/4O/fcHgbGuDkSLbbFkfdOVrZeA7MwrvVc2kpQ3/LBOOWPSOJStlk0vyMJUFneqB0pgn7CmGDX5JsrtnZdkCmGtc29txeMSYKF51AkQndF+MJUi2pBiP+lff/OFv1GjeXPYquje1ItrZrHB/2ud0fkSaK+dwArTgDHGlqLMFTdafNuT8GAD45H/DffGzcGwex5n0r5Hduynz0S+tUViLcICUcW8y6bmZ3LBjMbDa2/ihxEhLFI5QWpDrBcwKSaWIWzO9j7y/AKanSnA9mrDcCHPvzV8Ud24DcaZSa+/YexfX3WratKZZjpGuAgLQVlrXISFO5IYABWdm0V2Sif7n47g9eD2jTWqCUwC8lpBEwBbQgnNmEM/ueuEpgOSlekJLGgiS2SBPBT6/+Mf7ywSuGIuG3ezJbVDB0bCE1KEl666LXU+axYLtepujajCNDi3PsiGbthmplYFwdE5dwuoTrXuC5FVLlkKQuth0jLc19wKf14hmi745r8TzVdyGovlNChAH7b0+QQrK51aZSKRgLbqUI5wknxxdUayZCQaUQRTGzWYQlIZzPmEzmOYNjseAjhcDEPUD3dsDKyjKbW23KZRfHVVlgcRedLMa6uVae76CU5vx8xN6jBssrpc8YcGgNk3HMeWdEEDgkicr0kg+vt8kinHJyNKBc9ljfaOB6Fn5gs/+2y+X5lL1HW9xcR7x4/orJZMru7gZ7j5qkqo/WKVIKllpFbm483tW7+oNU70DQl1AHh4fUajU2NzdzJ7VFjsvV1RWWZeUTUDA2zrZt54GlQRBwfX3N1tZWDlJarWWurq7yCa8QhoZ1fHKCADY2NnEch8HArLBFUZjn9di2jca8EMazBM+Vef5LkiTGtjp/ppoOEYD8HPOGpWaTpaUljo+P2dnZzY0H7lcQBCwtLXF2dkatVsupdkIIlpeX6XQ6vHjxnPX1dR49emz0RdlLS0rJbD7nttulWqlydX1Fr9slKATs7OyY7X1KuLw4x6PREMuyuLy8YjgcIqXk8ePHlMtlHNflzdu3BEFArVYDTDaQ53mcnp7y+vVrdnZ2qTcaOLYxcigUChwdHvLy5cuc4uY4LltbWxSKRU6OTxiPRmxvb+fnepGZdHN7y2A4oLXUolqtUq3VOD09pZmBwLW1Neq16j3hE8xmU46Pj2ktL1OrVtnf3+e806G9ukqj0WThF5GmKcfHx/iex8rKyvel3URRxNHREQCtVovRyGTeLHRAg8GA4+NjNre2qFSq2W9poijm6OiQIAhYW1/POlCaJEk5OT4mThJ+4id+gpOTE968ecPHH3/MbDZjNB7jex57e3tIaaEyaqVj23z00UdZF/QhCJJS8iYDQBsbG7z33vuEUZj9rLFukoYXRLlcplQskirw7AStDe0sSS1c20XgonSC0gLft1jbqHB6MuD8fMbqWmBW0gEpPKSIQJhwzEXeiKHCQKribDI3QwqZTXQkYDymfc9BJSPKnsd7awFKOwxmFrcjySyCMDETNNeWuJl17zhKEEApSFmvz/CsCZY157g34pde9/mF7/WIU52DnEmU8vp2RDxzsbOgysV9IixNNPFwCnEOoB1vQpoEKGUjZYwlLKRlaKbSlrRWbeS6YDqPWS4FGcUNXKkIEzO2PCnYXYr41W8FVFcmTGdFhDIULK0FaWrhuhE/srbB1x+tMuiN0WoxKRcUCg6PnjR5PAv56GZEnBiXK9uWWJkt/2iWYEuBFWXGLOL+pE7xq29vSZQicCx6GgbFVRrlGVcDh+m1xzwDM1KSUyJXqwKTweKidZlURUgtSZXgYuD9k2IERrOEMErxMirfg1tMg+dIpkn6fe0jfrAy2TXleoxXjEHoXG4jyDr62lhfC73olhhLdiE1QotcP2pApMjHg6HIfdHHGi3Q/eaJV0iRJQVTjLHAAnplAENaikI5xismCDRpKpgNXRg7MPLRlRnCSu86VMIAoKjv82OtlFEoGQa3/O3Tv8XX1/4I//joAMsO2Vo/xPdClBKAJPDnFINTOjNBq/QV4sinP90hCAb4zgilLDzPdASn0xpxWqBcvELKyJyzDJSmGfBwPZeSs8TJ2xuktHj/g22CYkSSDNFobAFapNhOSr2pqdY0lmWh0oDn34v44KvLaC15/fKcVqtBo1kjjmK0Nnb/tmMTzhTf+eg5QkCjUUbTI05mPARsZh4wHsWcngzwfBvHsZiMI1RL51lwYCjsvd6M89MRpYrLzl6dXnfKeWeUudA52f2ouL6ecnk+orVcor1azp+vnmeztdXg8GDId37nhG63R6lU4OmzXbq3N3S7UK64957DgtW1yu9rNL+rd/XPWr0DQV9CLTWX2NvbfWAsMJ1O6XQ6jMdjNjcNYNFaE8cxt7e3NBoNFo5ny8vLhqqVZbeY7soy19dXjEYjKpUKYLpBbgZ8yuUKILi9vQVgHoYUCkUsSxjHsTQl1tAdRzSqLmmS5uGaJuDSUBLQd8GB1hdoN3Z2dviN3/hNzjpn7O3ufm43aHV1le989BGDwSC3eQYICgVWVtpMMutpx8nsq7VZOXQch2qlytHRIY7jUKlUefbsGeVyGZlNiBf0j7u0cLOfL168zGltjx8/Zn9/n2KxiGVZRGFIr9tlZWUFz/MIQ5OMbT6jkoWgvmBra5u1tdX868+ePePk5JTXb96wvrbO8sqy0RA1lwh8P9cBbWxs5N0l13WpVir0ul2aGSVwc2OD/f193r59y9b2Nu32qplYZxbmcRxxcnKK67qsr63heYYu+Pr1K3zPzyeKWmtubm4YjUY8ffo070J9XqVpymmWBwQGEI3HY5rNJq7rMpvNODg4YGlpiZXl5eysGgvZ884Z8zDk6dNnOI6dYTXNzfUV/UGPR4+e4PkBz569h2VZvHr1KjO9aPHhBx9iOw6g6Xa7dG9vefz48b2X7R1wFkJwdXXF/v4+KysrvP/+B9nKemb2oe7s3c0OmhmplJqCZ2ELQZJq4gS052SdGweyLJZi0WV9o8rp8YDLi5DlFR/Q2MI11tbEKAx1S6lMM5d9jFJptr8mc8i2TBcgKEqEiEBLlJoTRUN8z2Ot7rFa90hSm1lko7WN70oKrkOqUgaTkCSdErgRnhNy1h/zl379nOPujKtRnBlkmQySfFFYGjpPkipErpsAYUnCSZmgMcVyUlRsYVkJfuGGKKqiEhelbJZKLu2yzzfaZdqey7cvR/zyaReEpjs394BtgS0VsYKCBR+ULDpPxxy/qlBf7TMNiyhlIdBUSkN+ZnedP/f+j3J2fMP11QTLuuviGLMRyR/5cIVfObzlajCnHjgUCoauOY9TlBR8Y7vB8HrKaapZW69i23fPmrP+FMeSxlkNOJtCu2kzmaVMIsus7gMqc5NsFBP+B39qwnR2ie+1EJgOniUk0rKoFyNmIw+lP41mPr+EEBQ8E3R5Fwx993sF3+LZRoVv7/dJUv3FG/oBy/VThJ2SqIVDmc5oXDpfIFkAG6OdWXSELITQGTg2FDTjWZDdZ7/bcS7+SE2xGWd4xzz7C7WI2dgjTcByFF6Q4gUxjqtMuK8AKTWqGBNObH6s8RX+0dnH+PUY4RhErRPJ9KpAS2q+uZHy6/slxJOXzBWUKwe0Sh5++ZSiH5IkftaVhUhB2VN0JuesldZw4g0SHTAJHeazCon2qegLZJownq+Q4JJql2JwjeeMc8qr49lcDCJeHo25Gb4iHM/4yccbCHfCbD42msDMnCSJ00wLmxDHc9LE5HoBRHEfKSWOmzCe3FJvhriBNGdYmwWSUqXM3t4mL1/sc3x0wfZuDZHOc42TiQjQXF9NubmeUKsHLK+USJOUg/0eV5dj2qtlhDBd08uLMf3+nOWVIs1mAWmZTs1savRBu3t1lNZ0TkeMxyFb2zWqteABkHLsgGIxAD3h6vqG9fU273+4g9J9lHY5Oe6x+6hBEDj5opRj/26j5l29qx+uegeCvoRqr67mICdN08w9rIPneezu7eJ7PipzRFuAFgNsTJVKJarVKldXV1QqFfMAzgwAhsNhTomTUhIEAbPZHM/30dln93o9JuOJ6R5gOjgIm6vbiOEspt30ieMo7xbZzn2HGfJMo88TsCulWFpqUatXOTk+Zmtz83Mn4YVCgaVMA1Sr1e4mwEKwutrme9/7HsPhkGZzidwSW5mXfK1ep9M5Y2/vkXEpW7yp8omIzlbBUoaDAefnxtXNcRyePXuPYqmIyt5gCz3KxcUlcZKwsrJCkiRMJhNuu10G/T5CiFzjdH5xkQPVcrmE63ns7u5SKpc4PjpmPB6xtbVlnMWKRZ48eUKn0+Hw8DB38XNdl0ajwevXr3OAC+ZFuLy8wubGRp4VpJUiTRMuL6+YTqc8evQI13WzFcUGm5ubnJ2d4vkezUaDWeYG94PQ4K6uruje3vLo0SPevn1Lr9+jXqvj+35uhGBZFuvr6/l2tDZj0tho7+VUSY2m3+9zdnbG5uYm1Wo1B/hPnjxFCMHLly/p9XqcnB6zu7uHsSSPmM/n+b0APOgMTiYTnr94juu6PHnyJKNjpti20ZLFcUQc6zwwdkGGEQKWKja3E5vBPCFMBEK7IFyESBAiysaVoFLx2dgSnJ70szHtmAlk9r8oVqTa7Jtjy0ysb0BRGEOSGC2A55B/T+ssqV1qHE8wDSfYiYMlHVzXo1JwQFtobRPHDkmcUPKy/ZIRvfGM/+iXT7kaxrhZZg3Z2nuSCoRljlamAmGnqEgiLInjCKI46wa5AaPzOuV2D8sz96zlxTh+CNMmKq7zY80iP721RLHoUK54rG7V+Hgw4bg7oeYZHcvl0GWpPDWr+8CqL/jjq5rfdAecXPgwGxL4GsfV/E++8XN4seST73VIU43rGs1Mkii8nEkjKDo2/9xui7/2/JxxohgN5wgEtiX58e0G//rP7pHME06O+hwe3LK6UeXt7ZSb0YwoUcSpZjQ3FEWdwqXjoJcS2pOE0UwSK4Fnp5R8xb//FxKUTLnpP2djZcnQGIUBwVLC5vIEJT3OB+7vopzJnl2exeN2Edc2ixR3sMJcozTV9IYR0yj54o38wCVIZhb9qcT2Fa6vcP0U202RMjNzyEJ6dP74E8YEIhsx2fIVOr857h6X1hcc8AI4SX3nDsdiG4BXTIlmKVJKSo0Q201NiKhe9DYEGoFKTdbTB7s/TX94yXG/S69XJk0FlWLCN1dj9lybf/CyzPT9l1m3H26Sj/mTX/kjfLs7JE0tkntZTQDDuSDWMW9vemz5dbQUpMohxUFIzWjSMp9t2QihmccVktSjVujg+UNA89HplL/9cZ9JlNFGU8XRd9/y22cBf/6DFpXAw7EtLFsyn6coBVoJ0kRmPFKACLSDQBAELsNBSJouum93WqaECe12hW63ydHRGZVqgWo9II4nAMznCRfnYybjmNW1CrW6j5QC2zZanJNjY4zguhbnnREa2N6pUSp7ud7JsqC9VuLooM/Bfo84Ns/JvUdNCsX7mlCBY5eYz1y+97039PtDiqWA7Z0mmh5KRay0S8xmMWcnA7Z3GziLcNnft5nHu3pX/2zVOxD0JVQebjkPOT/vcHt7y8rKitEGWRKdPfB7vR7dbpfV1dUHE8MFuDk8PKTZbNJsNplOp0wmE+r1ev6yWHSS4O4F4mY5MbZtIzL6UqpNQOr1MMS1Jb4jUUmST06vr67wfQ/LsrBtm8lkCmSaoM85PikFW1vbfPSdj7i8vGRtbS13/rp/DtrtNp988gmTyeQejc/Q1xqNBucXF9RqdTPhRaBMAATFQkChUESp1HSjPsVFMWLUIRcZYKnXGzx9+pTT01Ncz4ja1ae6U1dXl/m5OTg4oNfr4Tgu7Xaber2em0PUajWOjo54/foVa2trtJaXsW0TBBuFEa/fvGY2m7G1tUWlUsF2HNY3NgkKBTpnxiZ7e3ubcrlMe3WVs7MzxuMxCwe/PMtn0XhDMxgMub6+Zm1tjWKp9OAcOo5LGBrAgjadFd/3v68bnKEGjjg767C+vp4BGQh8YzWtlAljnc9nPHnyNANdZsxOxhPOTk9YXl6hmoHXRVDr4eEhjUbDZFnJO0CqVMrjx4/RWvPq1Stev3pNmqQ8evQon1Xdd4czvHrBbBby4sUL5rM5X//61ymWSoaKmf2OZUkQDlEYZeeDe8JnQ0mqFx0G8yRbkbcBBykdtM7CiM1SN9VqgNZwdtJHCoc0tTKKn0Ci8B0BIr1HizPHZrokgjTrElnufUFydhGFxvNAqZBExUTTGVLaCG3nFD3Xs4nnXSbdA8LhNf/g1OGi57NUcpnEBmTenVFD83Il6MTGdmPixCZJNa7BVsSpAWaKKsPzAMeb4LgJtnAIRJWiV2KgU4qNIs/eb2UOfopZGCH1gCTRRJkI++/uN2mXfbYrUxqlkGUH1pTkz5QEg0eKiUo5m9iMursk/YRZnFKrBSy1ipRKLsdHffq9OYWCxyL09PJyTMOy+F/9qfd5fjOhM5jhWpIP12q8t1o1+gfHYvdxk1/9qMP/5TePGGb0snmsmEamOydsSGeKZCqwfIth1UIVIB1rEkvyP/6zMU7gkqQQJxPmYRfPXbrr5Cmj8dppzUHYnA9kriP5oooTxTxKqQS2yTDL7yuYRyln1zMOr2fGYfz3O2fUmiTTooUzSTTTSMvGKyiCUoyUCmmrjBoHSSxRiYWwNbZrxrc0LUKjg4oE0tEmOwgejKvPK4HAEgbSLMzmAOYjC5UKio0IxzOUxcUtrzABvioVzIc2OjX20n/sZ/8F3nZfcPztFzjzlO4k4Pw04ujRWyrv32litNbEKma7mXA4l/SnGp08fNNobezMn19fsrF599nmm5BqB7JXgyVitIBEeYzCFo43ozuZ8je/22Mwy8BNdmDhLOKji5iKbfHHd5ooZWjicZwwnyV0OmOj+ZJkmsYCF+cTHFcynyZMpxHd2zme75pzIrOQVmlMWWxbkyQxb9+c8NWvPUJYMYP+iLOzIZYl2N6tUyw6945TUyq7NJsBhwc9bFtSq/m01yp4nvWZc2LbEtezOT8b0lousrtXx3Gte/pKiWOX6d6mvHzxnCRN+cpXnjKZDDg4PGLvUQPHsXAci43NKof7XS7PR6xtVPgC4se7elc/1PUOBH0JpZSi3+9zenoKYDoJ2eR2oZG4vb3lKsv6WXxvAYCm0yk3NzdUKhXOz89J05SrqyuCIHhgNJAkCbPZjFQput1bVldXcweuIPBNzkAc47geZ90pjm227zmSuREtYEnJ1dVlZoZgXhSz2cx0mrKco09Xmqasttu8ffOGo6NjVtrtz33RFoslisWicSIrFfPVM0OXW+N73/suw9GQRr2eH78GbNuhXDZdr5WVNpZtGUF2mjIaDrm4OOfm5oZWq8V7771HsVgkjmM6nQ7TyRTfD1jMToQQzGZzer0eSikODw/xfZ/NzU0qlQqu6+ZW5UbTUODRo0dcXV3lpglr6+torel2b9na3EQpxdu3b1lfX6feqGNbDktLLQpBwPHJCa9fv2ZjY4PVdptSscjR0VFOX1uAHJ0JKebzkE6nQ61Wo9lcyiZdC63YiLOzU9Y31lFpyuvXr7Ftm2fPnn2hG9zCRe/w8JBKpUyr1coNCapVo0G6ub7h6uqKnZ0dCoUiYMT14dxkWhSLxcwm28rH2fHxMY7rsrGxiZTWg2GxCOV99PgxAK9fv+ZtlnfkBwZcplnnE8jG+IwXL15wfX3No0ePWFpqmSR3bbpjC6om2tD4FjTD3EY3+/zANaGgcarRWNnERSKkWWy4j1eqtYAkUVxfaG5vQpbbAZYkA4ESRYzS8YKBRLr4tGySqLVJtpdy4cAGWst8Zdy2DD0Gne2Dya8HYsLpgP7Jt0jjOdJyeD2wkSh0PEOnTr6av6Ao6azdpRMbLUwwZjx3mcemayQl2FKiFRSCEiWnaoJgNXieAZmjRBF4NlIIlEqJ4pT/66/9MvsXNj59Nhtm1vN+ZUbDCVnRil/5qMopgq+sz6jaEGk4Glg0eI9/80/u4DvGwa1YcrAzELXcLnN63KdYdKlUPfr9GddXk4yi47PSLGb3Ivn9b06aYBSn/K3DW25mESXHolz0SZXk1UUPnWlR7ECiHE08UegIkODXJa2qJrBiBD4SSaoVWptQViUkCxc5lWpsJ2ZvOQI8zvt8X2gQpZrDmynlgk3RM9ECqdIMxhH7l1OuxyGp1l+4CPFPVOIO+tq2oT6qVDAbW4QTiZQa20lxCwlJLAjHrjGrsMGyTU5WUE1wvJQ0EUy6NoVGgmUtpv3f56Pv/TuzCcl/J55bCAm2m4nx8+6SYMHSi0OJSgQ6+77jJfzIk10ebVT5he/933HQ2FrgP/jUhWGPoDi6wpYWiQr57FTF/NxwKnl+eciHa3t3ey3uL0SAiXyYkSoPzx0hRcJvHY7pTdNswfH+VjWh0vz25ZB/4w/vUvRc0HB7ayyr1zJNTJKkJLFiOFg4G8aEUcpsmtA5G+K6n51aKaUpFgo8erzN0WGHN2/OqNUDLs77VKo+K+0SrvvQFdYsZKZEkfk8x7FoLRczW/97+601YdZNmmdZQtNpRBimOK65D6W0sa0andMhr98cUCwU+PArj6hUJePxjDdvFJ2zIZtbNSxLEgQOq+tVTo56uL5Fq1X6zDG9q3f1w17vQNCXUJcX50wmE2q1Gu12G8dxDP1NG3e4ywvjnLa0tES1Ws0n4Asb4bOzM8rlMqurq+zv7xsnsnabpSVDHVMZT33h7raxvk6nc0rg+yTJAgQFxImx6pyHisE0oeQ7jOYxjiXoTaeY7J9tms1mpr9QSCmNjfVwiGN/8fBxHIetrS1evnzJ7c0Ny8vLn+kGSUvSbq9ycLjP+sY6gR/kL9lCsUitVqPT6VCtVHPhvVm4F9TrdQ4OD0kSE5Y3GAy4uLhgMpnmWTVLS0uUy+V8fwqFAsPhgPo9oGhZFjc3N8RxzPb2Du32ygNLcKVUHmp530hiZcX8XKfT4dXLlywybLa3TS7T2dkZp6enjMdj1tbW8X2fUqnEk8wme//ggPaKuWbFYhHHcWhm108rA4LiJKZzdoaUFmtraziOzYKkHscxJycnFItFNtY3zFQ6SZhOJt/XDjtNU87OzgDY3NxkPp8zm83yc2Fyq84ys4VGtoJsVi+PjozD3u7eXp4RpZTivNNhMhnz9Nl72I7zuZMrrTVCwaNHjxBC8OrVKw4ODgiCgOXlZZP/lL30z87Ocs3b7u4uu7u7WffFzK4W98riWhgb78WnCtAGLKHNxCPPxMonWPlPZqUMbUgIavWA64spN9dTXNei0fQyGojEwgBQ4xaXcp/4Y1lmFXbB3FzoRBagC70Ar2ZbWsPz0z7/53/0lsuh5r+7NeCDWsgMh+2GjybTnOgUjxBb2sTqbhK6AEKJEgjl8nOPXaaRS2ccE7guu9Uy7xeL/KXvnjNOUyolQ5uJ4+zZEKc4UvB+u0SqTIfru1dH7F+kqNQmim1kwTiwvVeesBzETGLBf+vRhDSBF5c+hxML4Qb8K3/0Z/H8OpaX4AcJtpViZVb0AqjVfWbTAqcnfRrTArc3JvG+WvMfjNPFNTLXyXz9H7+9oTeNaNcC4kgzmyVmwjdKsUtmRR5MmKVXtRayRaSE5VLK7WxGP47x7ZSiK7GdACFFRgOTOYARSYLjhmw0BKOpyyh6OEI+XbejiE9OR7y/Xsa3LY6vp+xfTZhnYvt/eiGophxXUWqYjmc0k0RzizSWpEqSTCXh3IAxy4agFKOUJIklyVySphIr6xYhDG0qR9Q5vP6CEix8DwzBLTuscjMijiwsqe8A0L0taWW6QEli5fdcPLfxigqLEiq1se2YVOc7Yj4j+1kvcSmGfeyoipTnCCHR+q4VYVkpSkkGoxq/NXrFN/cqzKIyqfL49N5oLfHdIZ4zxZIRoPnu6fQzAOh+9acx/XlCo2LovpZtQEGjUUBm76I0UQwHM7a2akhpOoRvX3epNwIazULWbdRopXO77ULBJfDrJIni8OCEQd9n99Ey1ZqhZt4fN0ppJuOIs7MhaNh9VKd7O6N7O6O9ZuducaazH3F2OsDzbHb3jPvb2emQztmAnb0GxWIZnRZ58bxD5+wCx3F4/GSDcjUlTsa4nmRrq8b+2y7F4pSllgm4rlZ9onaZq4sxgZ/ljL2rd/UHqN6BoC+hrq+vefr0WZYjY0CL1prhYEin0wFgfd1MnO/nqCilODs7QwjB2toanuexsbHBbDbDdV1s285toAFGoxHFYpG19TVsx2F//y2woFE55sWUpNwOU1xHYFsC35XIDECpLCPIcZw888eyLHq9Xr5fX1RKKdbX1zk4OODk5ORBMOqiBFCr1XBsl+urazY2N/PXl5SS1bV1PvnkYybTCZUMzCxWi0ulElqZPJ3pdMpsNqPeaLC5uUUQ+Lx58ybTFDXzfa1Uqtzc3Dw4RwA3Nzd4nsejR3v5OUzTlPl8Tq/Xp9frUi6X2dnZwbKMmYUQBogFQcCLFy8Iw5CvfOWruJ6H1prV1VUc1+HwwGiBtrd3KJVKuK5xjwuCgLNOh263yzycs7Ozg51tG8hMBm4Yjcfs7e7ieV6+wqlUysmpCdh98vQpjmuuZbVS4erykuPjY/b29j4DhhY6oF6/x6O9Rwgpc2OKy8tL5vM5R0dZp2dlJTMGEGid0umYQNSnT59SCEwnTWtNr9vl6uqS3d094yL4fUprjUJkznCSly9fMhqNKJfLxjkunnCjB/SvxjTtKk+fPjU0Oh5mO0kpceWdTs3zzMRHG9Rjrrc29J3JPCVVkLMmhSCcxYzHU8oV955QeDH5Np+z1CrSORthWYJqzVvEoyC0h0SS6Hk+IVxQ5aWQSGEhhYVAGsCqjVmHFmBaRqbb+epywF/8hTfEqUXVSdgtx0xiySzVvLrss1Gos9+3UJaxOV7yUy5nNgusp4EoNSvsHyxH/Pmv7ZGGdU5PhpTKHrNpRL1W4M/+2CZ/5dsndKcRFd8hUZrJPCJMFD++VWe3eQcgv3N5xCS0cQvQPSoSzgwtZ2xZTIcJq0UoOJAqeH9tzpIost5cob00A1XgauAxiwStigZbsXDqlQLaqyWEgLOTIZ5v0WwG30deoEkVvLwY8nc+OWcaJ4xDm6LrEkUz4iQlHmmsALTSnw3GNDiY7dqEeaqQKsIWMfvdArdK8TN7IKTEQhuwzMKdM8KxJGs1m7c3Non6/L1bnP/LQUgUK4qWzeVoTrygV/7/oSxX4XgpUoLrpaRpQhoL0tQAIpWCEBqvGON4KQhBEtqMbjwsx9g1p5EZe0mUYtmpWSQQmbMceuEp8oVl3MZNB8l2FI6nM+XPnSYqT3CT4PiKJEpJEyvD/+bnw3lCdLEGa8fY8o6qLYTpNs1jm/JNDb2kWI1rvJkNKQTTrMNkTE+0Elx3W0xnBYSIEdYJ1UKd4axNmnpImWDLCCEUrj0lcEdIGefHdzNKvxD/Lc7Dr7+9ZW+5YoByorJFjqzLdM91z7IspGXGVBCYGArPcx6YENyDh0znfZSKsG2bMIxw7RKBL4nicb5gk6aK2xvTfSoUHForJTzP0NTOTocEBYd6I0Apzc21MVOoN4yZwkK/026XODrsc30VIVour16+YTgcs7OzidIRnfMTXL+O45juU6ns0V4t0zkb4gcOpZJ5PjaXisxnMSfHfZqtdxbZ7+oPVr0DQV9CGdqaCdJc6HYuLy+5urqiXq/TaDSxbSsXiktpsgc6nQ5xHLO3t5frNEqlEhsbG5ydneF5nrGTzkTm4/GY1dVVbNtmfW0NtGZ/f59KpUKSJFi2w2Qe0xsnLNU8xtOEwLNRyrxknQxY3c9rEeKuDf+7rXYGQcD6+jqHR0f0en0ajfpnukGu67C2tsrx8THNZpOgUMhfqeVSiWKhyM31DaVSKU9nT9OUyWRCHEecn5+zurrK3t4eQaGY71OlWuX6+oo0TTONjaBcqXBxcc58NiPIdDBJmtLPgIDneURRxHQ65erqOtMF2SwvL9NoNJEZSLkfYLsI/dzZ2aVULt99Twhsy847cq9fv2Zza5OlZhPLslheXiYIAj55/pzZdIpWymgUhCGeDO5lFpXL5VzMLNDc3tzQ7XZ5tLdHISiAhul0yvX1NSsrK0wmE87Oztja2sqznBbug/1+n/X1dUqlEtfX17nlOsD5+Tla6zzLCCHQSnN1dc311RWPHj3OtVtaayaTMYeHB7Ray9TrdSbjMUopypUKaWq6C592p1sAoZ2dXYQQPH/+nOOLE/7O5a9xEl2SaEMya7kNtitPjLj6c/RkcG8xe/H1nApj/iRKMZwlCGH0QebXNKPRnMuLEaVyg0/PWu+CiQPSNOXkaICUDSrVO0ApEEihESik1PfAj43EQdzv+mQeXHGkubiY8Peed/gH3+0xKYXEqY9AUXRTLKEJs5XuJIU1f0jFrTNILCpOSskTaJnQm1lEqcC1NMslxTfWJ/zUjketvE7kKpKkj0o1jx4vUSy6bArwPJtf+LjDzWhOHCtKvs3PvtfiT391NT9+rTXDeIaUHr6jcQqSwxdteASvVZf1QsDrEOIEIjSllktPX3Mxu+CTty7r5XW+uvRTTOZLSOHQqsYIueiKGODabpuwx/POkIuLMatr5cz17eE1mMUJ/49/dMB3zwbcjkMSpbhIZkhm1BwbpzhCpzbJVOOUBCrWeUeIBdhMFE+aY4RQWAL6ocXfOwyI1SF7zSLtqm/yc7KxtYgosKyIZtVinsJJ10L9Lvqg3iSmh9Fdfl8E8fsqbUwQsjaXFMJofmwAhV+MUan5nsHYGoRECo1lKYqNCCFNIOm07xBOLRxfISydTeZBIrMFgM9BBSK7t7TJiUrI6G9C34M/5L8rkBjvHP1gc5ZtuiGlks31+QZbXkhYv8WW5h6NU4lKHTivU4qLKD1hy9Ecn+5QrfaolvtYVsp87tMf1hlNypjFGPikM+En9yxsKyTVLpZIsKww614tFjju9iWNFdL9/OslTDY133p7yx/bM3q58ThEK810GuG6dv4MhEUH0zxzPN9mnnUrH3S4MFS72Szh9LiPUoKvfe0Jr9+c8PrNMT9SeorteiTJnChKuLqc0Ouajkyj4ZvAbATlikezWeDifAwIhsM5k3HE2kaFej24tz8aP/DY3tngxScdjo8+xrZsvvLVpyyvFBiNbnj7ZsB5Z8jGZjW3zV5qFZnNYk6P++w9buJ5FpYtWF2vsP+2y6sX1z/IgH1X7+qHpt6BoC+hRuMxg8GAWq3GeDzm5OSEq6srWq0WS0utbOKq8smclMbaejgc8ujRIwqFQj4hk1KytLTEfD7n9PSMrS1jrz2fz0mVolgq5j9XLBbz1foojknmEbf9OSApB0V6w4hSwSJNTKq167g57WlRi07ED0L30FqzubnJyckJx8fH1DNtT76on63ENRomG+fi4oKdnR2EXHCYJSvtFY4OD1ldW8N1bIbDIScnJ4zHE1ZWVlhdW6OYnQ+dv3M15VKZs9NT5vO56Yhg6GyWbTMej3IQNJ/NicKQYrHI9fUNl5eXjMcjfN9nY2ODWq2KkPIe3cocl+kS9bi+vqZeb7C8smxAmuFtEc5DOp0zqtUqa2vr9Hpdjo+OTLjqxgaO4+B5Hq7jYJfLnJyckCQpy8vLxJnGpl5v0GotP7CMHmTHv7a2RrVWAwFpktI5O8VxHPb29phOp7x9+xbP82i328znc168eJE5uu2ytNRiMBhi2zblciW3eu73+zx9+jTvQGqt6fe6HB8dsr29Tb1eM4REbQJRDw4OGI1GLLVaJElCf9CnUTdUw+urK9MB29nJtUOLc6dUClKysbHOSeeEX7r4Frd6gIONjwNS0Fdj/pPv/lX++1/98zxt7ACGlmdJK59biEwX89kSCCmZRYpxmOK7kpJvI4TRWaWJyvQ7C7Dy2SV/KQTLyyWSWHF81GN3r0GhuLgXYgQOlgRLK4zbWNb90RK9+DfZarEWRHHMX/wr3+P4XINQlAouua4hsoybmaVJtBlDnpXyr38g+K9eabpzgUwdUq1oFBK+uT7ha8sTXM/GdytsrH0Ty7LxPE29UcBxJKWyl99rP/VoiW/sNNi/GvHq1TU/+qxFe6nw8F4E6kGZZmXIyU2J+rJifGUmVfuHFS5qAzQwGZTY3oBQ93GFj8RYne8PDhhGQ/7w2r9Ad1ylXkqw5N00UAgQlmSpVcD3bY6P+8zfJmzv1HA968Hz5L/+nVN+57hHteAAHjfjEKk1idYMk5SVwjV2sErYUwhLYvsP+VhppCnomO5corTkZOjyuucxiRVRPOMXXrzh3/nJrxqVywJQ64WlfoJkxlJlxiy0uR2XSb+fmbT4zD9+H6UznVJ+1gBjNe36CUbVluUmCZlTRAWY0NH7D9a8TWmMEYQlsGxNUEmY9G2G1y5uQeEXEkSWd2qIm/quQfK5XLFsn7jvO/ewpaJTzfjGM0Gq2TqA66f4xQQpoOA5fP2DZX7l10N2GiWq62OUE6NDh+PDEpOJxz/30xM0ULZtPCm57S1x21sCPk1hM/v7a28G/NSjMq4zB+bf9yxLIRCJadLm8rN8Yc/8O51rio5F93aKUtqAIA3h/DajFIqMFlfk8PAW25bYtsVkEjMZh3S7EzzPxpISKQXSEsRRyslJHykEm1tVymXN06fbfPSdV7x4ccRXvrJNGM44PuwTxynrGxVKZfdBx1lKQWOpwHAU8ubVDfVGwKPHd+5vi06SbXlIWeX68oLRyBjvfPD1xzSagiju4nqC9Y0qR4c9ikWX5pIJXpcWrK6V2H/TpXM6YGungpSCJElRSjOfx9/33L6rd/XDVu9A0JdQS80mR0dHjMdjrq6uKJfL7O7ucn19zeHhAfV6nXK5jG2blvp4PObi4oK9vb0HIaqLsiyjGZnNZpyenuY5Q6vtNrbtgL5zmyuXy0ynU3zPZzILCVNJ0TUaFAW4jkWazgnnxlb78/QlC23Q/dUw+GxnSGtNqVRifX2dk5MT+v0tqrW6Ef3Dgl+EbVusrppuULvdNh0dzMpZrVrlWAiODg+YhyHTyYSlpSV2sy7IIh071xNkx+p5Lq7rMhwO73RBtkW1UmEwGNBsLgEwmUzMiv/JCf3+gGq1wpOnTyll+UEAFxcXXF1dsbv3CAFcX1/R7fawbZvV1cwhzlrcSmZF+eTkmNFozNOnawSBT6GwQblS5fj4iOl0yvbWFpPJBCEEz549YzKZcnZ2ynA4MKJ/22Zjc9Ncv6yDMZ/NOcqCdhfubyYX6JrxeMyTJ0/wPM/oi5pN3rx5gxCC4XBIkiRsbW2xtbXFfD4jDOcsLy8jpaDXGwCwsbFBuVzOtzsej9k/2GdtbS0LXTVdqiiKOTw4QGvNk6dP6ZydcX11RWt5GT8ISJIkpxDen2SaMQKWtJhOp7x584ZPbt/SY0RB+MhsguV7PoEfcDPr8YsH/4jHtU1AEGbZVrlwftFsMVt+MGnTWjCcJkSpomg5OJYAUjQpaQbic+t1/VlmjNbGfW5tvcLZ6ZCT4z47e43ckUkAFtJMPoWZ6Wl9p//RGNex7nTA33n7q/zGtxKOzovYFvjlBPPoNZ84TSSf9D2+sTRjngpSbcbzTiXi3/3KnFd9h7iyRblY4lEjYTQ4ZzSasbq0Sb22gZRmFiukoFz26HWnpKlCyrv705awWfGZlnxqpYeW94t790dXdji4+U3KI5/R3GJpw3zv+naZ+eUSlaLmn/9pTY99ql6FWRQx0yG+dii7JW5nXY5Grynzh0wHZTGzzs+Y+ZxyxefR4yZHh33evr5lc6dGqWQ624NZzG8cdgkcC9+xcSyH7jgi0QpbShKtSVJFqRXSm3qEN4rEB8s3209moGJNsKX562+qDxzNFvfRRxdnwFeRQpBmXQKNCfEMk4jxZM4sDrEti4ofMJyvofQ/PRqQyMbXp3GTV0jwCxHjgU8ay3zH3SDFdVMsFI4wVtSpdlDInJ6W63uybWrAcsB2DKgycF/jBcZaO5xZhGOLZCbwyilOoDLsJI0JgtYLgujdCdR3/za7//DmWQCnNBFm/zPjBDdICAoJWUMeIeDnfnqTt8d9jo7nnFwZ2lWSLQT8iffnbDdC0C6D0Mcv3DIZ1vgsALo71vNeQm+SsNsqZRRHHryb0IvzJPBtmw82A757PMMKMnrbPRCtUk0yVfzLP7vDk3bdZPUcdAl8h9ZyiVQp4jghnKd0b4wWME1VZl6QMp3GHB/2se27xTOlTNhpreazul7BdS3iZEa1VuHZsz0++eQ1zz85QekYKWFru4br3YHvxXlLU02vOyWcxTiuZRZC/PtsDYnrFAhDn5fP9+l2+2xsrOJ6kuPjQ1yvge8bnVa54rK8UuTstI/nQaniAgrHVaxvFjh4O+T8XOM6FpcXU/zA5dmzz9La39W7+mGudyDoS6jl5WUuLi44PDxkd3fXCMO1plqtcnt7m/8pl8uUSiXOz89ZXl6mVqsBn09Ds22bra0t9vf3uby8zClPMlsxTNOU4XDI6uoa0+mUOElIFCTaplV2mc/mpGmKZ0vCSWhsuH3/gTX3ohbGC19UdxNf8+De2trKxe5fqVa5+yYZi0RQq9U4Ozuj2+uxHhSM5iGKjGYm67rs7u7y5PFj/CD4FA3DTGMWAGhxPkqlEoPhgPZqG0ua1eZKtcr+27ecnhlnvtNT00GRUvLhhx/ged5njm1paYnBYMAnn3yMwLjabW1tUqvVze/mmRE6t5cejkZ4vk+nc45lW1TKFRr1GsVigZOTE54/f06aprTb7bxD5/seH3/yCZPxhPfffz+jpJl9SJKU09MTLMvKwJG5daezGRcXF3kuENl5Gw6HFAoF3rx5g23bfPDBB5TLZcIwZDQa0Wg0cByHyWTC0dFRfpwLiuZ8Pmd/f59atcb6+nr+9SRJOT45ZjKZ8uTpE4rFEo7j8PrVK6oVE9w7m04Jw5CNza3cYOLewjRnZ2e8efOGOI4Z+hGOcKm4FSbjsdEb2A5xqvGkz/HwnNvZkKVCDT/w7y3dPhxG9yd/i2/EiUJr8B0rz+8ho4palqG0Pdi5z5F02Lahcb16dcPxQZ/tvTqu5yC0zLJTstmsMKJ8pSCcp4xHM/7h2W/y3dH3AMX+0fugDSUoCSXOp1bQ//5liZUgYaOQ5LqKJJzg2jY//eFTykt7fOekx3/2210OrjVx7LBzOuaPfTDgJ3bq+V3g+xZxnBLHyQOHKkNfjLAsE1a6qPPBnF95c833zgZoIbGCKsX6NcVZlcnMdIvaaymtSsi/+dNf4xdPfgkrtTgd3RCmqemmJGAJScGxeds95GfWvoFjZU55+b10bwKtwfdt9h7VOe+MOHjbZXWtQrNZ4JOzG65HEzxLMY8ljvSo2pKxMvTGVCnmoc/m9jnxfIvJtSSZmZV7NAgbSm2FEzy0dF5cX61BMedvv/yY//Z7HyCEQpOiVEgYx8ziGfNYEaeQphFCzQhESCg3jRfG59HF/glKCnCkJkwenhMA202xA4WfhqSRCeqUliYoxthWihAKKRS2SLOFCoFCojCi+sWzTwmj8bFtRakZIaTOKG9mB6SvcDxFXEgZXrnokcDxIoS16PCY7aRa3AM7i3G0+PuhbfviaMBkAykMuPCKCUEpxrLMc35holDwHf7Ez23xd3+xTzWeMYk1q5WEH9+K2F1K0MpBpw1+s5tSLHXpDWt8Ye5sdl3/k1855n/3F36Mk+4cgWZ3qYhri8WP5BQ1S1r8L//MM/7V/8O3ULHELoiFXzgq0kRDhd+Ef7B/xlc2mmit0EpTKLgUCk62LYc0VXRv5qytV7Lzb/Kw9t90qdZ8mksFoijl4nzEaBiyvFJkqVXCsiQLx8x5OKBaL1GplDg/v2Jzc5WdvTZJMkJplVF8zWFGUcrVxYTROGRzu4bjSo4OBnS7U1rLJaS0cOwqtzcxz59/gkpT3n//MesbZSazG6ZTOD3ps7NXx7I0QqY0WzbjscXRUZ+VdkAcpYShyp4hKftvBhSKFusbRVqtErPpu07Qu/qDVe9A0JdQlmWxublJGIb3VsgFvu+b7JlWi+FwSK/X4/b2ltlsRrVaZTgc4nlePlH/9GTddV02NjbY399nMBjQarUyiofpIiRJQrFkuiJhGKHwETIh8BwiNDqdYlsVetNpHr666PgsSgiRGwt8Xufn019LlaZUKrO6tkrnrMPW1hbVas24e92jMzmOQ6PZ4PbmhmKxyGAw4Pra8I+Xl5fp9Xq0Wq1c86QXHHy96Bndp4OY/axWqxwdHRGFRoQ6Go24vjKhoyILof3gg/fpdru8ePGC0WicOY09pEc5jsP2zg6Tjz/GcRyePHmca7KUUsxmYU6pu7kxlLqdnR0C3+es0+Hw4JD26iormQ5od2eXj6dTrq+uCMOQKIpxXYcwjHBso5E6P++gMeGplmVzfX3FeDxmb28PLzOpSNOU804H13VptVpIKXMQBvDs2TPevn3LaDRCKUWapvT7fUqlEr7vE8cxR0dHeJ6XOwmCsbw+OjpCCMHm5mYGgAz4vbw4Z9Dvs/foMcViiUV2UL3RoJyF9PYHfTzPy/OHTLdOMh4Nc5BerVbZefw+v/XmlHgW049vCUWI1Dae8pCWQ5QKhE6YJzGpMlqIxcr3wk0uVSm2ZSMt664xJLJpXOZN4LvS5Bbp7HdSlWlR7safGcAstpAPpSRR3NxMAME8TDg7HrCxXcsARnbvajMhvb4ac3Ux4s3FmP3JGaPGd7NJtmQ2s4w5A6CVxBYxsfayewamseQv7df4sBryfm3OchEmcRPXX0c5a/zDV1f85791TJik+JZECcHh7YT/56/u05+u8Ue2HdJ4TpoKXk0u+NXvfkKoI1qFCj+6ssNeZYXrqzGNZgE7s5R/dTngP/6VVwxmMY5USGkxu/XxiktsrSqqsekQ/qmvVfkjj55iW4JEJdzOxyajh7sJcqIVkzjEFj0a5RhLcg8A5SeXxRk2YNdifaOC59mcd4b8w7ev6U33sUUdWygcoVF6TiptdhrLzOKIm/GcklegUj5j99kRV/Vlxr0AlQgsR7G81gVc+sMSjp3eaYWANDW6l2ppyH/16/v8qfefgoiIk4h5NCdJE2wpsKR5bqULapEc41j7MFvCdyZEqohS8lNw6PvQ4TKkLgDPUZRLc/ojlySxjabMSbG9FNc37m+FUowUcW61bosUmwRBmk34NYgEIQQWkoUvxIJGp7SxK0hR2BkIEIuGpRYobToGuIpiLSaeGf2QFBpLpEg0Cgstsp/NDkNiqHULkJ43sxbP8exnLUchbU0SCZLQglJqKHnZ+F+YjKw0ikzLAV8pCX6+nWBbGq0DSFxQAZ8M4Ne6Eza2pqg0hHtmKA+GlTKBtee3M/7iX3/LeG40RrWCw5/4YJmff2/pwX0ukIyihHJbM75RzK6z3dfmeREsgVdUvLrqmedFYt6hjiPzwfvgsaE1QhjNoW1LgoJNGCZEobGsjuOU3b06pbKXd2d1dh1ns5CLzi2WZVGtVuj1hqyFy7heQBRN0JnuajqNOT8bIYRgd69BqeQghKGunXfGFIsFqtUljg66HBycUCwWeO/9HcoVzTy6QUrNxlaFN69uuej0WW77hPOEwSBkNkuYTiIuOimOB54nKJYklZrDaCSYTTTlioW0FIjv4xbyrt7VD2G9A0FfUgVBkOtlgiDIKVtATmeqVqtcXFxwfX3NdDplNBohpcSybBzHxrLuuPQLYW8cx8znc8bjsbHMzt5WCwDl+4bWYdk245nCsSWOJZgqgWXZSAFJHDMej9na2vrMfhsQlOTZOZ+uL6KRb21ucd455+TkhMqiG5SVUsoYDCjN9fUNw+GQSqXC+to6jUYd27Z58eJF3h17wF34gtJaEwQBSZpydHSUgY2IMAxpNpvs7e3xySefUCgU8H2f4+NjTk6OWV5u5ceZbwvwfZ/Hjx/z5s2bHJDN53Nub28zAwWH9fV1zs/P2djYYKnZzAwTtrm5vuG802E2nbK+vs58HhLHMY8ePWY8HvH6zSsa9QaXl5esrCyzstKm273l/Pyc8WhMtVbl4vyc1UwHtJhcLjpki4BVrTW3t7d0u112d3eJ45goimg2m4wnY6IownEcypmBw9nZGWEY8vjxY168eAEYYHVxccF0OuXJkyfG7Q6B1oqb21suLi7Y2tqmWjVdn/lsRrfbzbU/SZIwHo2o103IrVIpo+GY8/MLOp0zlFLs7u7SXN7g47NbevNj5smUycQimpvJeXfQo1SY4niSklsmmbuMxAzXsUmShDRJsG0LxzZduGlk6J22Y5zYFmhoMRZtKTC6nxSt05wqthiwajFIH44g4khxcT5iOo3Z2a1jWRYnRz3OTvpsbNaxF2YLGVXFciV/+dfOed2ZsPeHXuMLjVJGG+Q4mnlyZ3Ed3SrsZkqqrGwhRDNLLH7rtsCLicd/+K/+DGmkubme8OLVNX/5xTnzVLFUMsAp1FAoOPSmc/7Gt96wEw1xZcL/tz/iKIxBuniuy/m4z8c3p3ytssNTvcHSksnjStKE//TXPqY/Tan5i85CgutrpmGRUbfEv/dzj7k+hW3d5uZ8xupaiTBVaK0y62/uGmHZcQ2jCcXMxewe2/D+ac0fCkJoLEvSWi5y0L/Gmb1gq5JScCoMQ5uimyAB3064GXUpByXKnsNSdc5cCarlIaXiiPmaj9YS35tjW4KGs8avv4yJYxdppQg0ShlCWLXcpxBMGNys8vHZGVuNAE2K62pcLQljjSUNfVBZIrdYR4cAVIJjLKtMqiqEiU+aSsLEIlEyM1G4O2IBOLam6Cg8V+HYisCPmMuEupuQRA62naBthWWZmbXShhLmCDLjAY1FghQxmkVYrwBtobCy7pChuqlMF7nQtdjC0NkW4GdxTygslDAANihoHEdgS4WTdZm0XkDbxQKT6SxJoXHQzFmABoFadJjuWrAs3Bm1hmguiecSq5iSKwOF2X6jHPB4rcF/8+qM/bHNjzcqLHuCUaL5dk/x0SClvXLJbF6g5c24nDvZ/Xafu5Z9sNKgUk4vBqw1y1iOZDhP+S9/q0OiJH/yw/a9IShQWqGlorAMKlHoNAM4lsJ2QCubKIm4OB+ilCZNNZYtH5ghpFmA62gUUi65WJlFvufZdE6HjEYRxaLL9noFz3/4rtYa+v05VxcjY2v9qI6gxPe+u8/rV8d88JVtbCchiSP6/ZCrywmFosPaulk0WCxCNpdKRKHk5GjCCUfc3HRZabd48mQNx50TxZPslGsKBcnqeoHD/QH93owkTfF8aC5b7FZ8XM84xOae6EC9aXN8kHB2MmNnzwLxMGT8Xb2rH/Z6B4K+hFrQr6rVKpPJxFgaP3qE57mfzdKRMtcMaa2JoogoiojjmDRNH/y867p4nsd4PMbLrJp1RtFaGDE49p2m4f4kZR4Zt6s0iUmSGMu2c4H8/VqspJsO0ecLhu9PesxKoaZSqdBut3Pzg2KxSBRFjMdjbm5uGAyGCCEoFAOKhSLvvfeecXXLPrPZXOKsc0Z7PsfzjWDbCOPz9chsdc3k+iy2O5tOsS2L1vIyzUaD0WiUu6Atyvd91tfXc4CzyEWK4zjv+IAJE93c3OT4+JjbbpcoDHFcl5WVlWzSb7O7u5vrttI0xbZt2u0VgsBQ4168eEGaKpaXW2xubhFGIUeHh7x8+ZJypcJSq4Xt2LRaSwRBwNHxMS9evKDZbNJsNs3kU5iDXQDRbq+Xd7A6nQ5LS0v4vs/r169ZWlpia2uL0WjEfD7PLcOvrq64vr42rnpBkJ/nXq/HxcUF29vbWXCrWbkcDoccHx2xsrJCs9nIJ73zcI5lSarVClopJuMRk8mEKIq4vLxkMpkwn8+RUuI4DrVajc2tHfbPp3x080vodEA4cVDCaAkWI3I4neMpeFr6MY5uE25dDencjD0SKpUAz1YUXInvWkRxjLinU5uFKaN5amzfnYzrIjSgkBZ55sygPyeMEqQUFIsOhYJZbY7jlIvOiChWbO3UKBRdQLCxZcIDO50B6xtVLEswmocMw4j/+lfOeXMxo+DZOIUw1yCgod2ecLBfRqVGfJzMbbiNcJuCVDtoJFKmbNcd/rUne9jSolx3qFR9bvdvmCaKgiWZZW53AFqlFJjRjeDV0CctDDmKYgpSYJPiWA5YPoPZjN+6fsvek2U839z/3zp4xeUooewZswmNQKWpOQ9OyO1I8up6Sp0C6xsVet0ZSsE4Y8OYbgH59TL/LRhGiovRLZu1+j3dy93KtxDGUHmRo6S1sS//ducl71VTBqHNs6Up3+qUmUQ2vq2whSJKY/qziGdtn7E4I04FibZwpaIQzEFDrARxKvmj733A+ejvc9tbYjQpo7XEdSJqlR5LjRsmw4DxMOCvfnzA//znn5nVeYwWxHWyTkq2vyrNwHTeGZwCIa4zJnB9NBKlLGZRgcG0RqwsbKlplBKKbko5iAmcFClN/2SeCnSqEa5GOUn+lHQwHUElJL7QuBmIlFohhMmlSnVCjDLgRyuEyDo2GcBZ5PgIlOnsoDNTB4HOBo3pmSgEKVJIYyxhgSU02ShAC2moZ4K7Z7xagCFTLhAtnrn3XeIEWYhqSppKlBJMhw7SVvi+Nt3ZbBsKwR//0V1enl7wehzzaqTyd4eUiuXmJaXihOtenT+xOeQvPS+gbRuh0ruXTCaWSacJQQ3KjRvSqITrCBoFl9404u98csE3t5q4UpKkhtr2v/kvfw1ha1TsIyyJsBc0QIFW5vq3fLi6HOM4Fo1mgaDgZB+aAaHs787ZCN+3aa+W0BpGw5DZLKZa99nYrJiusxlQaExW1831hH5vRr1RYKlVwHFSXEfx+PEWz5+/5fjohvWNKhcXPQb9Ga3lIktLxbuFF4xrrOdWqFSKHB6+JIlTnjzZYWevRZL2iJMou+KKVKX0eyHXlxN8X1BvCqp1Fz8w95+5dPepq9l1dgQbWzYHb2POO1Nqte9jEvKu3tUPYb0DQV9CPX/xnJ/85k8SRVHu3nV6esr21lauvViUUgrLsnAcB9u2KRaL91xgdJ4xtPgThmFufbyoKI6ZzWasra3dE1CaBPsFm2AepfiejVYps9kMx7bzbKD7tbDfvk+Hu2ecZlYv7wvUxWKiI1lbW6PT6XB6ekYQ+Nzc3JAkCeVKhZ2dHSpVowvZ398nDMMcBAFUqxXOz02uTnv17jgWr6M0TZlOpvR6XXq9npksWxLXdXny5EkOTBzH4fLykm63++Acr6+vc3R0xNHxMZZlcX19TRRF7O7u3oFBIVhqLTOZTDk9PWFnZ4d2exXXvXPmWXRIcmpgNpmoVKvYtsPz5y8olUqsrq4hLYnnGgMH3/dRqcnjWV9bx3FsgiDAdVwcxyGch9xcX9Nut3M9kO/7PHr0iJOTE16+fGnyKqSk1WpxcXHBIk8qiiJmsxm1Wg0pJcPhkLOzM9bW1qjX6/l4m0wmnJ6esry8nIMlrSEMw8yQoU57dS13qzNjyCaKIl69fEm/3zeuhGmK67oEQUClUmFzc5NGo8H5+TlKKYaTiOPuLUf973D6NuDmpkLtURc7SFhMqlUqGZwVOLgZc7X8bZSCdrnGXrNN4Pn0+wlCg28LKoFDo+RQUQkaGIwTroYh/WlMvexQLTgIkYWbCo1tCa66U+azGJklo0dxSr83w/dtIODsdEiaKra2a5nzkhlnxZLDxlaNk6M+v/68x19+/paLgbmHpFQUdlLK40ZG08wHKMu751xfFRmPJSIxWo9o4DDpQ7mc8id++pil2g7/4td/lqODW85OB2zvNoxVPgJhCUpFF6U0UZSQppo4mgEpQtjMUsmr8QQbgSMttEqJZlNSfAq2x0hNeTs758fZATSXvQuUtjLDiDsbcikttE5QOmEYRtQpUCjYFIsVLEsQa5t5YlOwDW1qsWqstGAU2cyV4DdPOqyW66Z7IBfPicVijX6w+iIEzJMIlymL1Jmt6hzQvLwpMo4sQix8S/PhWoFK45zJSGELC5DME5lTIC0UjpXy4uSSwU2B9fUzlBIoJbHtzIY5snj10TqWJzifzUGKnAolM8GK7+ZzVpRtdjJNs+eNgiRNUHqKJec5SAicIc2WJFEurq2pFWIsuSCO3T07fQskgmhBS8uIZQKV0dpS3IySh7kyaJGgdIwQMaBItUWKjcCApAQbjcASConGFgobhchAUKwt0gziLJ7RktRcE204o4uu0/3OzwK8GkqexpPgaZgBrlSkSJLsOOS9caAFBNUYhCCc2CSxJI0l2k3zLu3izJQCj2++t8yvvnxBmlhIqQj8OdVKD6Vszq/atOtddss+FX9Gf1IAVxp7cwFaadJRgsMM7TgUC116hzH2tuniOVpwOwz5e791wk45yPVw/amNFdhoLRGY3CFzAyi0Ujj+nK8tb1IoumzvmK72QvezOIcLSu3mZpXLyzGH+30QmsB3WF2rMJvFJLFZiFlc//ncaITCMGVto0KlYihyaE0Uj6k1Kqyvr3B8fM5wMMQPLDa3almm2cJxUmTub2VOjvrs75/gOm7WjUqI41vTsREKrROm05iz0wmzacRK26GxZOO4Ou8Y5hflQd112zxfsLZpc/Q2JEl4V+/qD1S9A0FfQlUrRt/j+34eePrmzZs8F+aBq01Wn9bl3AdCC20KmAnrQl+0+J3ZdApAsVi4tw1j86k1xKkmThWVgoXSCpWmWJb1hSDozh3ucwhpd42Z/L+V1kynEwaDIUopjo+PaK+u0m63qdUbDzROVkXi+z63t7cPAN+CInhzc0OjuWQ6XWjiMGIwGJgQ0F6PUrnMykqbWq2KJSXPn79gNBpRqVQA0y1bGFMsjmdBnVtdXeXg4ID5fE61WmVlZeVBJwhEpufaIIqMwcDKykp+3vv9PsPhkEajQbVae3AOtFL0+31c12F3dwfXddBK5XS6J0+eIqXg6OiIt7MZGxsbjEZjptMJ77//ASpN8sDSre1tAt9HSkmtVsPzPM7OzgyAWl9nPB6bHKFHj5CW5Pb2lkqlgmVJRqMRh4eHlMtlVrJA1EUe1fHxMb7vs7q6al64GtI04fjY6IPuGzKIbOZ4eXWZa9darRabm5tUq1WCIMDP9lFrzWAwoN/vs72zS2+c8K23r5jJOaPOGpORTTppEyxNsYIYnUjm3YDJwCUOrpHJAN92OO5d8fb2lL/wjW9QCyqEiWYaplyOQq7Hken4aME0MpOtSsFiq+niWHEGgsyqKMKsxq6tF2i2ijiO0TxNJxEX56Psnol5/LRJofBZd8RiyWXqR/wHv/yaOLFBmFX5VElGoU1U7BEMiwSNftYfkVhezIffOOFqf4WzC480NRS59XbEj71/g/f/Y+9PY2zL0vM88Flrj2eeYh5v3DnnyqxKVnEskkVaKoqiTGtoWZDkbrkNuaWG2oBhNGC0Gg3/sNBuqAXIrXZDFmzAAiRZsiyLoiiKU3Ema67MrMyb9964Mc9x5nGPa/WPtc+JiLxZHH6lirhfIepmRJw4Z++11177e9f3fu/rO7y99Qq2I1hZq/Bsu8X52YCVlQrzJQ9HSuJU4TkWQtq0xkN0PEFpSJUiVUPGOsFGYMQXBegYhI/jSJzEojkZGiPkMGAc9VC6yjBMcSyBhcjEQyBVhv5Ycm2z3Y9ZKxCC1WKNdy4mKBxcmWZiBYIgtUi0SfD/2VdP2GtG/I0fehNXqKxfYqp2ZnbDrxvPD6KARJnEchoblZC1ckh3YiMENPIxd9Zf5hcOdgxda9pLOAML0315TWsS0GwvGyB0u4nnJySRTadVZP/pApNhjuJahGfl8N1lkuTcgA0yDx4g72VeOEiEUETXC/R6+o8GnZqz0oJqIcS1p9YG2TXgSrlSayOcbklwrxQGzLHrK5EBkTGSVLbhlOoUKVOETLB0iiBB6JRU22hhYWf1HYnGyihrlkhMNUjb048h1fKa8IFZqK9Tmk01yJyXJTUqdbAATyo8ofGkxlKaDuAIjRaaUZpV0Wa9meb/09giGttoLbAdhe2oqU/wbC2d0ihfXlvl8dnvECUO/UGJKPY4u1hGSkWj2sZ1Q5I4z59Yj/gXe4pRx0WR6XqnCblChFvxKZQG5HIB++0BlZVatl6b8fRyZiNjbb1Mc9jD8m20kgipMlZENn+UxHISpIgYxnkmk5g4SmciI7Mq7LX+10LRZc2tMByE2LakVDIsjIP9LicnAzY2q1iWoN8POTs1laWNzQq562uLMEIJSTKgkPX7DAYjNjfvUWtoknQyLXrh2HmSOMfTZyecnF4wP9/g3r1VJkGXZ9sn2E6ZxryLUgnNizGnp2OKJcHdhw75vLlOYgZ8Pgp+ng+BpFyC1XWHJx8Oft/Xv4gX8d0UL0DQJxBCCP7BP/gHfPGLX+T+/ft4nsfGxga7u7vkcrkbKnCWZeSEoyiaJZXTmC7E1xfk4XCI7/tXySrQ7w8oFos4zhWoiaIIEKhMRSuKYySSYBICxlPnO/X8TEHQlX/NNAG5/jpjAtvr9bm4uGAwMKDPzxTnXnn5ZazMfBSmvHuNZVnMz89zfHzM4uIinufNxqJWr3NxcUG306FYLNJuGxU9pRS1Wo0oiqhWqywvLWXHrllYmOf8/Jy5uXl834Ctet3030yPc/rv2toaR0dHeK7Lg/v3PyIKccWSd1yPjY1Nnj59wu7uLsVikWazSZqmWcVnaqZnKAZK69k4rK+vk8sX0JqsonTE3Ny88VASgjuOw/HRUUabS03/TL2GEJJ8Ps/+/j6PHz9mc2ODarWKEOZabW1tYVkWBwcHuK7L6uoq5XKZVqtFLpejWCwSxzGHh4d0Oh3W1tZmyn9TAJ0kCXfu3DH9RRkN7uLigkG/z4MHD2egWACWFDx9us3uzs5MrrtUKrG5uTG7rka4QBkfo5MTiqUiXq5Isznit9/Z49YbglFgBA10YjE+u+qLM9ccJhFUZEpiiEd0x5qfefeb/M2f/DyO5RMm0BomtAcxg0mKkJqFqkslZ1HJa2xrQphG5lxFTBTFdNsB6xtVFpdLs+ZzBBSKHmsbFjtPgswTIzFVIG60PCCA/+mbj4kTGymTGZ1qKrwQRi7t/hwr1T4y21nWgFUYsPIw4eWHHjbC0KQciOMia+4rrFdN9SSXd1nfqLK/26aQd7k9X2S9nufZ5YCG9Lic9JgkEZ6EYWxT9hIWcn30SJEIiSeZJTlCSIIgIdQJBcvjd/dO+Du/+nX+/P2QipfQmTgU3IRUaDwpEQoGoaDkwUtLRc4Pso0PbQDC59df54PWGeNEM9E2Sl+/+zXJJEeqBF9+1uK/E+/y13/oFVOV+KgAxbVv845HOzG0Lkto0qyKJgXU8zEVL+Fi7PPSyhK/flzJ3kPN0vlpSKFRWrBUW+bv/KUN/pO/93XOf6OeXQNTERISvLqmutRivfw2t5Y+Sxj3OWl+mSgemnknjaS055oqdxSLmdK3zHjEs/QxS+SFNH5u5muqiHi1m66nICG7L6yM0qq1Aa2zwqGGJE4ZDmP6vcBUE9KESk0wv0QGqsHKKG1K2whML5yFMkBGaFMVmsl/M7t+MxZZdhFsDL9xCoCEsAGJ0IpUKFwLbMzvPIxPEZifpdk9GWeGq2JKqFKmAqSUwM0n+MUE29VIMVVMn94v5nPvzJcYjpao1/epljtEkfHQ8lxzbMcnDbZzLq+txvyQlnzZl8SxoUBiSWxRpFwIKdZaaCXBjrEsgedZTBJFMefw6laNwfkIpTS/tNMEbcDtdQggAC0VKnGYjMpcjiNyS1VazTG5vHvVR2hmwmxVEAJyOZtczr4GkmBlzRiMXpwNcT2L87Mh1ZrPwmIxq0jdBCBpqrm86NFuBWxsLHF+3uHg4JR64z62naJUiudVGPbg0aMnjEYTbm+tc2trgVR3EZZmYbHI0WEPxy0zHAScX4xYW3eoz8lra52Y7kd8bNy0NRCze6LWkNTnX9DhXsQfrXgxoz+B+MY3vsHbb79NI2uen/YHLS0tcXFxQRybxV8Igeu6dLtdHj9+zPb2NsfHx/R6veeU5aYL12AwoFQqmQReSlKlGI2GlMvlG6BGpSmDfpckUURJitKSvO8b89AovFaF4SNfRibZCDTI2e6UeaZrkiSm0+nw9OlTvvHNb7Kzs4Pv+7z88iu88cYbWb9NyrSsfyM30mZdrlYNIGi1blLW0Brbtnny5DHf+MbXOT42lY833niDO3fusL6+TqfdIQgmgAGG8/NG6KDZbM7Gy/M85hcWACMuME1Mpn1L3W6X8Xh8EwRmyQ/ZWOcLBba2bjMYDNjd3aVWr/PSSy9xe2uLYqkEwuxNa60Zjw3YaTQa1Ot1BML0Au3v4fu5a5UXRc73M5qdaeSdTCbESYwQUCqVuH//PpVKhadPn3J6ekqSVXGSJJmJYdy7d4/l5WX6fVN5q1Qqpl/o9JQgCKjX6xxlRrJKKS4uLgAjZT4z4tWabrfD0eEh6+sbFIrF2SNbWpKLiwt2d3dZXl7mrbfe4uHDh9lY7BFFUUbTNBe11+vN5Nk7w5TOJKbZTOm380gB+iPJwNWEMMPuoXGkJEoTpKW4GAx47/gA2xpR9EM2GvDKmsubt3K8uVnkwbLLQjVGyD7juMUk6pCoIUpN6PdGpKlifqH4XIVHCgPuzHzT7O106HWC5yqz4zDkrJ/RiqTg+hbA1J1+qCxG+/dJk0zqWGa7zU7AZeRwPNjk0cUqee9t/uL3/BTLvpGLTpXpWypXfOYXiuzvtQkmEX/pe2+xVMlx2h/RH6dEkU0rsCk5KT+00iNn26w7FqGe9lVopO3g5xyk8TOl0M/xd371G8Rhnicdj8+td/GclEFkM4kteoGiPTESzn/y1Tq5rH9Qc7VZcLu6wk/e/hSuFCRaZ/WTLKOKXXqdBaQ0yf1XD075hQ9OZ+vG9aRqdk8BBcdjfWWBs5FDyUvwMzEDWyrKXkqsJNo1oP3TSw8JEhsp1bWKhjEZFUIRxDl+cOs+a/U6//GfXKa8GWGXLKy8xKtBeTNi6d4pnqzz5to9PjzpM4pL9MLXeG8/uErkBbOk0bUFvm/WAjmlz2WffPM/puepZps6YJTmhtGEMEkQQs42V0yFzKwpaaIZ9COOj/o8fdLm2dMWcaJYWs6xeatAre5+ZOg0hhQX4RDgMMEmxNIhkshUi0iRIsEWMZ6McEWEJ0I8EeIS4okAd/q9iHBkgis0nkzxhaZkKXLS9Ce5QmNnfUYAUmfGrZgqUKqvqkBa61lfjdYCaZsbWV8frmyMFcbY+M+8/Rp7R+t0ujVsK8WxFeNxnt1nK+x9e57fOS8QpIIfWBzz07c7vLoAKxWHe1XJ59e71BsnOE7MeOLTWNXZfZoyChNeW62wNpcnX3DodQO+ftQ1fUxTHHK9IJLRw6RMcWxJY75ArzdhMomvrQM3lVGnhuZTz7rp73M5h/X1CpeXI06O+iyvlFhdq+C6182BzYgEQcLBXpduZ8LaeomNW2XuP7jFaDThyZMjHLuG5zY4PRrzzW9+yGg0IZ/P0Zj3SFQLpcwzYn6xQLXm8+TDNmdnIza3HOYWjDrmtA8Pfe2kxVX+8FHF1xvPZ23k7hcXX+ybv4g/WvFiRn8C8YM/+IMMBgPa7TZz83NMJgFaK1ZWVuh0OqbvZWkJIcRMEnva29Hv97m8vDSJeD5PuVKhVCziuu5MAa1QKABmmZuKKEx7YqYLueu5VGyPy9MxYezMEjVTkk+ukmGuHloG6CiSJMbzvJkkc5qmjMZjWs0WrZbp86lUKty9e5dyuYyTVUYsyyKXy5GmCWEUzqpV1z8DbShr83PzXF5eUKvVCIKAy8tLut0OlmWxsbGBEIJms0mpVJpVKGq1Gufn51xcXLK5uWlApOezuLTM+dkZ8/PzuJ4HQlCvNzg5Pr5BuwNYW1vn9OyM4+PjTMVOXBHBr4XA9PncuXOXZ8+2cR0Hz899ZMdbE8eGxuZmAgqWZaHRnJ+fE4YR9x88wHac6yOAbdusrq6SLxR4tr3NaDRia2trdq6bGxsU8sZvaDAYsLq6Oqts3blzB9/3GY1GTCaTzBBVcnl5yeXlBVtbtykVi2xvb7O3t8/Cgqm6TSXFpzGZjNnf22N+fp65ucbs+ExlIeDp06f4vs/Dhw+Np1Qux507d3j69ClSStbW1pCWRRzHnJwcU6vXsZw8pycDLoaXKK04fDrHUilht+WSKmZ9EEBWYRDUCwkTbeGYHzCKIgqOx1mvTapKgI0QEtuycWzJ1IRU6Yj+pMso7FP0PdA2qdZ0uxNKZQ9nlohkvQxKMRpFnJ0OAT/z3YBffe+UrzW7HHYnCODOvM8PP5zLmtGvz4tr/y0gVZJep8ju7suUFltU50NKBQ8VrTEcWfSDhLVGlT/x2kNynmR9o8LOszZ+zqExZ+bj4nKZIEjY3+2weavGf/aj9/l//upvctCKQEuq+YifXh5T9zSDVHPXs7lMFb0kxhEC37YYhiNSrXljaZPdU0US+wiZ8u1mjluVHl+82+SDyyJHfR+A9cqYH7xT4LP37pJmxiyzPEhrJmGLlwqSaGGNf/msheXEpvl9WGISFBBIpACFJlXwa08u+OH7C+RmnkX6iip2bch+6qXP8d/+5s8zao9ZL0eUvRSloRvYnEU1/tMf/ixaazy/Q687B9VL/GlfknlXxpGLHa+wUMqBhj/zxqugbX5p931Sa2g+U3lY4Qpvr73JpzY3iNOUZn/Icn2O//6XfXqTAT/wsEiaQhRp8r7EcyEIuVJFm233Xx8c04OiZnNCE6P4neNtvnb6jEEUYEvJS401vn/lARUnT5KkxJGp+gz6IUmSGgWwlRJn50NqNZ9q3UHrmFQn10xAuXbWIIyBkZHBBsP6lKY3RwqFJEYYYt/HzFezWWTksd3Zz31hAO6UBWhhhBPS7BgkGqGNoEMgdFaVMwMyFUaIJhbRxMKybWQ1xhLGw2h6iKZUbsDSZ2+v8fd/7h1OogWOj5dJI0UyNueRW5KcaMkvfrvMDz7scKeUcL/cJdHQThRfGYdoERHFLq3TPFtrQ3ZOAvI5h1fXavz5t82zoFzx+fb2Gd0gBO0wlae/ft9OAa1tx7y0XKZU8vB9m+blkPWN6nMbJ2SjMauYXJOQnn7m8kqJi/MRfs7GFN+vKJJKQa8bcHzUJ5ez2bpTJ593SNWYWr3M1u11nm3vk88XiKOYo6Nj5ubq3Lmzwtn5KXt7R9y+05j1OllSM7/o0WqOWFq2qdasrPdner+J2bH9XnFz4+cKutrWx778RbyI79p4AYI+gZgmpvv7+xwdHvG1r32NXC7Hm2++OfP5qVarFAqFmSBCPp9nbm5u1pMzHo/p9fpcXlxwdno6U4NzHAff92cUufFolElj+zeOwXE8euMQhCRJNI7UWFIQhsHsPaYLZhRFJEmM6xgOcxTF5AsFur0enXabVqtFEAQUCgXW1tepVqu4bkZj44pHPaVupZkkdiFfuFGRn+2wakWpVGRvb4/33nsXDZRLJW7f3qJYKuI6LmmqGAwGXFxccOvWLaaiB4uLixwdHTG/ME+hUJxVg87PTmk2m6ysrmYVNiO60Gq1WVhYwPdzBMGY0WiIFNJIXa+vUyqVP541kFFiavUaq8Eqx8cn2Jnqn23blErlrMpyzmQy4fbt2zOwlqYpvW6PeqM+89JRqZqN0dR3wrasmez006dPjfT23ByWZbGQeQ6ZMXoPy7K4d+8euVxu1p9Ur9exbJt+v8/h4SEryyvUa4Zad+vWFk+ePObb3/42y8vL9Hq92YMxiiL29/dxHJuVlZUb9B4B7O7s0Ol0WFxcnM1HIQTlTOBid3cXKSXLyyuZ2W3I+sYm552IXhDz289+CWH5jAY+S4tjTns2USpQqZFNnlKHXEvzcDlkzyoQSpNkJqlC2RrP0hz1T2mNR7y7N+HdwxG9SUIl5/IjD1f5Y6+sIEVAEA8puBagSBPNZByztGz6w8yOtWYyiWhejhj0QwpFM29X1sr87DsH/ONHJ8YTJ0tuv3U05v2TPaSjSFMrSxOvqgemT0TgyJTeMKXou9TddSaBYjDSSGkqHCsljy/eauBnPi6lisfKaplOe0ytlkNaFpYUrK1XONjr8PjRJdISTGhRrAfY2iFF8PUJ/KALZVtQRvLHSx47ymY7EaTCou76vL18h8+t3OOvPfo5tM5jWYowFfzcTpnX5ye8udLn7dUeQSI5GLt89v6PIIVNmiaz6w7Q7LxPb7CH1glVAb3OAqk5fWaK49f6DWwLBkHCXmvES8uVbMyzV2nFbnPM1/bbtEYR9XyZB/IhbXnCV/tdRJriWg6fu3ubP7l2D7Shgh10D7m7PGH3dIOeNcDzjIfTJCjik2Nrvcs4npC3zX31Zz71gM9trvO1wwH90KLiFVmpNbg138DK6GFBnFCXko2FOf7+lw5wbHjrVpFiwUIpRZyoq4bwa8D5uSUh+1drQz/750++wruXB1hC4tkOiVJ8+fgp7x0f8iPl16k7BaQlcVybxnyecsnD823SVHFxMcK2p6IPV8Q/MQUb+tqaOUVFs/UzW0OmHLusgvNxEGi2uYFETokh2lQLrGnyOztnfe315ktmQjjXN8qEEFiOxs0nhCOHOLBQaYzKrLUyJiAacYOK4rbyDLwJuUZM6rk4JYnQGneUkutIdrTL+ycLvPFGi1JlQmKHNFWC1oLJuEC7WcB2yoTqgHvzOT6zWOfzn1ql6JtNpkLB5VeOto0YgjD36fWNDD0FCUKzNbfM21tz2LZkbr7I0WGX4TCiVPKurre4AhTXNxivl5akVCwsFhkOIg72uty918DzDW0uTTXNizEXF0Mac3kWFotY1vS9IE4GrK3X6Xb6PH2yjWXb3Lq1xp07i6S6x+KSz7PtIcdHPTY2qxh2uiKYJDgu1Ocsc1/qq+O5ftzfeTZcj2uCJlgYXcAX8SL+6MQLEPQJRJyEbG1t4bouOzs7LC8v8dZbnzaVobk5Tk5O6Ha7FAqFmeJXFEXk8/mZ1HAul6Ner5MkSQaIehwcHLC8vDxb5JRSDIdDisUSzgzAmE7nME4574yolQqoNFMj0orJeGIqUDPQpOm0WxwdHQGmSjGZjI0wQL9PqVymUW9Qr9dM9ShTsJn2+lxfVZVSOK6RXoqjyDw8tNlZlRhwMB6Pubxs0mq3jEiDUrz88ssGLAhzPFqTSU8vsX9wwMLiIoWsclWr1Ti/uMiqQfmZwMPi4hLnF+c0MvloMXtICU5OTnE9l2aziQDW1tY4PDzg8OCAl19+5WOv4TT5V2nK/MIiYWgU0mzb5tYtU7UZj8c0my1WV1duiDwIYcQfJuMJKjVqfKdnpywvLRm5aiEIg4iDw0MajQbr6+s0m00ODg4ZDoesr6/jui7FYpHFpSX6T56wnoFPlQkwlEqlGeA8PTsjTRXlStVcG4wQxN2793j69MmMfjm9RmfnZ0wmE+7duzdT6Js+6Hd2nnFwcMDq6ipSSra3t7lz585M3KJer6OUYn9/nyRJ6Pa6zM3PkWiXo3afs+EJo9ilUNcML+F3d33eXg95dOYRJtPNSo1rax4sRKhiSkWmXEYuKtVU3ISUkH/25Nex9mI65wtMJmauSiFoDgN2mgN+a/uE//zf28pm8FSa1qiqOZ6FUprxKKLdGjMYBORyDhtbNXJ5l6cfjOkFMf/064ekWuHIqYysUcKKU0nVi+mNbLQSM4lZI0cvQWjuNBy+940FlhsuxbzFcJLyrBmQKs2tRoGXFyv0uymQAqYvqjGXp1L1s5xToQW4ruT23TqTScxlLyDec5FOgESileZZCCdtuOWBL1KE5fNXvu+nwHII0wTfdrCk5Fl7H9seAFfiKJNE8uXTAl85y2MBYeRQq8ZY0mHqZQIwGsUMJ8cMxs8w0gc+JQcWSxHHnRzIxECf2bpj8uai56KT5xMrpRQ/++4Jv/TonCBRWFISx21IUz5/f4v/+793hyAeYGHdSNi0hlgl+I7is/dCWv0Kp808nmNxf0XjOkNUJgesUVnCLVir5bm3vMZc7S675x26k2i26T9T+wKiKCEB/n+/3OFPvpnypz9bIUk1ccLsPnAslzANn18QsjLMlB78tHPGt5tHFB0fzzZ/mySm+WdIwJF3zmfvf3ZGoxLXCs5JrEhTjedZTBv2r6ex32kPX00NheV0I+E7h8jW0mlIIRHCzv5OzhLx2cBn/wSxSYr//q8/oRskLFTy3NuYZ32hgiUkaXav2X5KMDRUUMdPs+qoNlW0a4AZDanWJFrzX/+f3+Y//q9/lzsWnPYNiPYtU31OtWYUQsmT7J97TPpVtNPHsxPC0GbYb1ApJtxdO2J7r8Bf/nyVNavEsB9SLpsNPde16SdjUEWknaASx4iIZEBIKwOOXCflL761QS1vRHFKZY98weXifEAuZ2U08Oc7CcyYfvTnEtuW+L7DxcWQ4+M+6xsV0kRxejJkPI5Z36hSrd20oxDC3CedzjmaBMuy8FyX9bVllO6TphGuZ5Tjdp61aTVHzC3kUCql055QKgtc7yb99DtXfzIw+BFq5/QmMd9ZCBxU+vEbAC/iRXy3xoueoE8gxsGAR48eMTc3l/VsGIWvMAxRSlEsFWe9KlZWDQjDqwfv9V4gx3GoVKpZNcO/YbqapilBEMz6gYyKXMaXngRguZQLLqnW2LbxCVEqxXHd7KFvXluv13nw4MHMU+a6EMPWrVusr69RLBaNeeus3H6zCjQ9bse+CcZ0BoiazSaPHz/mww8/ZDIZs7mxyWuvvoplWaRZpUFkpA4TJuH2PY/zs7PZmEyrQZ12i/FoNPv53PwcaE2r1cx2d5Ps82Fn5xlnZ2csLCzw0suv8ODBA5aWljg9PaXb7V7RArO+higKabda7O7s8P4H73NyfMzC4iLFYolisUij0QBgMgmQUlDKqIjTayalAWuj0ZDBoM/h0SFpksyU6IxU9hG2ZbG+vo7neSwuLlEqFTk6OuLx48f0ej3G47H57IWFWQ9Rp9NBZN5SZH0HC/MLOI7N7s4z+oP+rOpUKBS4f/8BSTYWYRjSbrc5PztnbW0tq6TJGe3x6dOnbG9vs7S0xKuvvsrdu3dJkoS9vT3i2HDmhZQ05uZYW1vn6OiINEmp1uY4boVMkpTfePRrxKmgMq+RvkArydeOPV5Zi3hlOWSjFvPyUshnbgW8tBGyOwrpT4TpYZCKdmiRFi6J5ZhWs8xk4gGmwiKEwrUNHevD0z4/860LHMvGygQ8ksSA6mASc7jf4WDPSKmvr1fZul2nUvaxsuv08+8eEaUaW2QAKEsOTK+KZjLKkfNDlJIkiUWSStLEJJG1QsSf+/Qt7q3nKObNZxdzFm+sF3hrs8hixSaVCUurLo6TIkRiduulcZxXSl+ZdCKQ0qJQ8HByNjKuZg3uCQqNkIJQCz4MFF8bKy6SJaTtIoUgZztIIRiFAf/k3V+k4I+QQmUGrtfvS0GQWCDhe9aWSRLFoB9ycWZUJU9PBvQH+yitENlOsNbww2sJjp2glZ1JUUOaGgEC10lQgUfRtbnVKNz4vHePe/zbD4w643zRY75YoGgJXMfmdw/P+J1nx7iW/bFJ20pxkUSlHPW7tJN93MoROn9AN7pglEwoe0Xytp8l7lP4C0HYI4kjcu6V0Mo0yS/nfcZRzFe390HAJFT8r1/r8bf/lwuiSOO7HkXfrKuNYhXf8a6tB4CAnONjzXp9BO83D0mVmgEglWrCMMFxLEqex7P+OYlMcBzTsD49Fq01UWxMUR1PgpxW2fQMCE1XwutU3WkP0tQyYVbEgRs57UcRlAFtAins7D2fb9ifrnuDIOYf/OYzAPabI9rDgHf3W/zL33nC1z48wRMpzqyyImY9N0b8QaASQRxCmoBWJu+e9hTFGqr1PPeWXd4706yUzVEMIhiEMI4EFV9g5xLOdJFa7pStakRRFKj7OV67dcHW+jPOu5rh2OFr7S/h5DWDQZD1oJqBsKQ2FM5UYLkRQupZ5UtaKdKJKeoIP1KkqcqewZK5+TzjccSgH34cO3p2zh//BUIKKlWfYGJ6f3Z3OqRKs3W7Rq2eu9YnZr7SVHF5MWJ355JyxeWVV+9ljIBdIIcQZoOgWDIV5OOjPsN+wGQcMRrFNObtbN5kx/B7Y+Ls8DUzd3U008ktsEE7pInFxcXHbAC8iBfxXRwvQNAnEL3xOZ1em1/5lV/hOEtiv/SlL/HP//k/ZzgcksRXCbG0TNVgPB7PEnqTJKnZQ1hrzWhkEpYpFQ5M0z8wo1wBV6ILmbABWpMkCQXPJgpDUqXI56+JIiBwsqrD/Pz8DFC9/PLLzM/Ps729TbPZukYFmLp9XMUViQJc18GyLCaTCZPJmKPjY95//3329vbwPI8HDx7w8OFLLCwsUK1WKZXLM1GDm82bJjlcXl6m1WrNxkcIQb1Ww/N8zs/PUGmKEOB5PnPz85ydnnJ8fMT29lMAbNuiXKlQq9ZYXl4xCnyWZGNjE4Tg4GAfrdIZBfH4+IgPH33I3v4eSZJQrVS4vLxkNBqyurrKZBKQJDFojePYxHHMaDi62XwKlEpFpJQ8ffqUKAxZW1uf7TYbNb0Bt27dmtEc2502o9GIe/fuzkh6MqwAAQAASURBVIxQnzx5guM4bGxsYFkWw+GQOI6pZapx00SwXC5z966p6jx9+pTz8zMDfISRTb99+zYAT54Ytbu5uXkajTmEFNi2RRAEvPPOO2xvb7O4uMgrr7wyo0zeuXOHyWTCwcHBTGpbCEGhWMT3feYXl+hPBOf9AMsSpJFCCMMtLyzD6nrK7UbCYdOiFVmsLqR8/0shP/byhMcdn0I5pZ9aCK0ZRjZefoDlROjUJhoXs8/Ts539VCncTPXut7Zb5FyfXJa0oiEMUk5PjAv82kaVzVs1xgJ+/v0z/slX9vjlR6cAnPWMUthUEWpaNRDCiCeEqc3bSwVeWdF4XohtJ+T9kDfXNP+XH7qL5ziz5PGjX3GS0B2HDIMJSocgIiCe3SVX9/fVfSMQNAo+eVlBhA2T3FsRSkSkIkSRosMyL9U2TIUyA1JpmvLf/faXmCQBjqXI5YdobRkqX5bnqNQCbeF4AX/25fscHvQ4PuqbygWwvlHB9QM8x8XzLKRlqlC3y4I/9/KEvG8SI60FUmqqRU3VrRCn8GqjgPsRRcufeeeY9ijichiy2xpx1O4TpYpaMY/Smt94cvEd187V0gbdICJMx6ipPDWKIB3TnYxZKW4aQ+FroRS0W0OOz/bxHJv5chFbSmxL0igVKPoev/DOI47a3dmAawm//eGYv/tv2nhOEVsa8OfbDvPFKjnHy+aExpY2lXwJKa483kZRMJPb1grCMMGSEtezsaXZ2AmSmI+LMDDgyFCjMgNUqWdVJjHLa69zyz5C65pVW7jxH0Jz7X2mkIpsc8lUOISY+tHcPK6ff/+MncsRAPWCSzXvslD2kELw5ccnXLSHuJnpKkLh5IxMdxJK4onFqOUyaHqEY1OJ1RhhhAQj351owf/rP/9+HmyFPL7UCJGwWoaVCiyWNa2K4rLkYNuag/MCu0cS4Z7hl/cZpj22n1bZ32mwca9JqEb8i/1fII5TxqMQUDw+GFBSDrliDykVKrIQIsZ2IizbbOK4dsjlMXx43qLXGwNm3ItFj3LZ5/JidA1U/cFDCMjljH9Qp2PMozdv1SgUvZmX1hT0h0HC4X6P5uWI1bUKy8s5Fpdy3LmzyflFk6PDLq5Tya6RoDGXpzHns7/f4/RkTD4P+QLcAGG/FwoS157QN5lzgA3aJQotDvcnHO2P/tDn/iJexL/L8YIO9wlEs3/MnbuvEQ+XyPl53v/gEXEc89M//dMMBgMKxQLFQnG2O5Qv5Nnf28dxHJaXl7Fte9aHMY1utzOjz00fgsPRyBhuetPdW8PFB7IHnSJVEMaGkhIFEVEYkpv3rxKJaw9XIQRhGGJZlpGiXl7m6OiIZzvPCMOA5eXl7PNvluFniQXgeh62bXN0dES708GxbebnF2jMNfAzStX0E6fGn7uZeWoul5seyeytK5UquVye07Mzbm/dxrIEtm2zvLzE7u4ug6HxCJpMAsIgoNlqMhqPWF5eYTwacf/BA/oZlXAymVAsFFDKmJ6uLK9wdHRIqVwmSRJ63R62Y1Or1ajV6uQz6lqaKpqXl2xu3kIIODs7y6gMHaIootPpUK/XTW9Nlny4rku5XOb09JS7d+/OzG27vQ7n5+dsbGzMqjmj0YjjTEp7cXGJNE15/Pgxw+GQu3fvzkQxBoMB9Xo9k7g2dIo4jpFS4Pkum7c2aV5ecnR0xGg8Zn19Hd/zZyBZCDHzSJpWIC8uzrPq3IRarYZt26RpOpubhUKBO3fuzJQLV9fWDKXu9BTP8xFOiZ2LEZFSVH1BlCTkcwmD0MZzoIuLW435vqUJD6sRUmh2+i6/9GGBi/6Yh3GJ+tKAD84rCKFxcuPZHNDqSr1MZcldqhVJaoBWbxJTzS8gCRiOzhiMe7i5gJWVTWp1U537tx+c8vPfPmUSGxd6V0r+2htlkkzdSik9q2pOP3f6WXNFj//T516nMxrRG0dGhjhL+D+qKHf9XlVaE8Ux7YHZ8a/kTEO61qaKkqbaeHgpU8mYGkPmPJvvvT3Pz387wrXzWIUhWDFC2YTjInld5u3N+uym0xqeXXTYvhgw3zDHvlRrcoZmMi6RpgZ0S6HI5Qf8tdfe4mCvS67gsHGriutY7O0k5HIOlnRI0iAzaU1xHAvblrySh6VCyL/80OMy8JFaIJSF41h87kGNT5XyHB/1WFkt4ziSn//2Ce8cdmZ3sWPbDMKIiZQUVIpvC056E9IptSu7BlGUkMQpv/DhHpdjl6qvsK+ZkSot6Ec2v3vQ5fO3ri09GrqdMWmqUbS4aCtiUaeeqR12xxP+6e98g3/8619BWAIVa4Q1RQqarz0a8D9+9Ql/5dOvQSZA4Dkuc8UqzWGXII4ounkcad+okM8Xyjxun6GUJoyyv/NMk3qYJuRsh5JraFpToDOdMkGQ4Ho22XJhKGR6in70VZsO1wDPten20balq3pY9nt9NaGvAJAx1BHamNByo8cFJlHKV/damaErpInx2xJSUPEtLgcRHxw0WW8USAUkWEjLJNdpLBh3nUxMBKIxOJ6Rs1dCEytTNRIYWt6DVzWfedjk3+7U2NfXO/E1toyR8ZD67RGTocXh3gKTsfn7yvyQ+28eU8zHaA2DpE0gIvr9kFLZ46uP2wQDC7/oQ+2SYFQmCX1UaqpA+VKPGoLmqMDvHl5wf75OuWzsJqSE+fk8e7sdzk4HrKxWfg962fMxhZqVao71jSrNixFRlOK6FtOLobVm0A85PuohBNzaMiBJCEjSIavrVfr9OXZ3DikUfBrzBeJ4iJSapZU8w0FAuzXh4av+DZGZ3+s4pzPDVAwFVz1SmciMdhiNFIf7I5SS5PIveoJexB+teAGCPoGIkoDL3j7rCw8ZtCa0Wy1+8id/knfeeYfDw0Neevklbm3eIggCo9SWM/0unU6HJElYW1ubVQ3A0N6m8sjSkrPEYTwaU6/XsCx79rrpEmdZDhCSZkmeJQWJMkmZ7/vXnqTXkjelmEwm2LaNl4GZ9fV1fN/n4ODAGHlubGT9IR935kbiepq03717j1KpZB4y2eddNw3UQLlUxnEcut3uNRA0fawLpGWxtLzEzs4OiwsLlEolpkpn+Xyeg/19cvkcl81zIjXELaU4lmRxcZ5Ou41j29Qz/6Hzs1PyW1smkZWSjY11zs/PeJr13GxublIql2f9VdMen0ajztOn2yRJTK1W4+LigkKhyMrKCkmScHF5SRTH5PzcVfIhDM2w2+2aHiUpGY9HHOzvU280mJ+fR0pJEIbs7++Ty+VZWjaKgZPJhCAI2NraolgskqbpjT4gMA/U4WDI3t4ui0uLVMoVpJQsLC6QLxQ4Ojziw0ePuH379kxN8O7duxweHrK3t4uURqJ8Z+cZuVyOt956i0KxwOPHj3n27NlM6GHqD3Tr1i22n23Prlur1aSxtMlBK2EcpxR9i5/59X/DH/vMHX7rgwNsaeG5kCSai9Dh5w5cfu7AJHg60TjhhHslj3074I5yUVpgz+ga00HMqCyzT70+VzW2JWietwmSbxCEbbNx4CRcNp+RdpbZ6df4V4/62LbFQtFDSguJSbqOLsdYQpNocGYoyFRXYiXwbM2PvbyMLV0qeZP89oN4Rje9HvIjXH8yaqcBbwmJEggt0ColK6Z9x56OP/HaCgfNEe8eauw4j21JEqUouDZ/7jMbrFSvGyJr/tFvPCaMp31dCsuSrM41CeIuk9AHDZXSkB9rfJq641Nv5CiVPSxLXPH/haBYWKPde0wSJ9i2xHGnvX+Kkp/wlz+zwXm4TpR28RzBS8tlFss5hsOQg70OR4c9/uU3f4evtMpcv8PjNDHVaCU4740o52zKrnMltKA1zcshF+dDtIavne0RSZvTXpmCG2NbqVGni1xSAcPglDBOcTMZq+EwJAwT5uYLSCnwafOPv/R19vumZr19dsEwCI2aWmoqKkIaRKJSjY7hVx+3cJyv8wOFT81Moj3HZa5Uoz8ZUvBzz03BTy3c4munu/TCMXZik8s7SCmI04QoTfi+1Xt4tvPRIg5aG9rcdc8Z05x+fTPqCvdMK03PhZhSmciu03WUdPM/pbAMEMpoYddj+ne9SUSYKHJZdh3HiihNs7lgYUnoDANspXAAWwgSKbA8hQrsm6AsNfS4KaBTAgIlSIVEac2feusH+ftf+gX+7KuXbJ86PO3kiZXA1SnSCxHLI3MNyiGVItTLLeBKnMMctwGXv3j6Af++fIskVvwvv7PPpO/z+bc1R5GFVeyjSx20lkgtKSd59rYdQHA6GBGGCd1OQGMubyo5eYfV9QpHBz1O6LK4VP6Ygf/4mF5LKQXzC8Ws2tPl9t06nmcAdLs15vioT6XqsbRcwvOuGzUrNAPuP9hgPA548mSft4ov4XgRSTrCtjW5vIW0LEqlDDD/Pn1h19kbBqPNsgPQNkrZdDsxJ0cT8nmP1fUKnY73Hd7tRbyI7854QYf7hCJMRpx1dsmXXL7ns9/DkydPODk54Qtf+AJSSL7yla8YwOHYs+b+jY0NUxU4Pp71YAAzaexisYgU0vTRJDFxHM1AQRTHhGFIuWwW7jhVGRVG4zgSWzJThvtOIEZpzWQywXGcmdKZlJKFhQUePHjIaDTi8ePHTCYTbhoZZvz87Invui62bVOvVTNAAdOd62uMZPN6YSh+l5eXhoYw5YJcq9tXyhUK+QJnZ2ekaUqSJPQHA8Io5PT8iMPzJ4hij9KSojgHQTKg1WzNjs6yrmh1w+Ew+2xFoVhidXXNAJ25OeYXFmbS4EyPDz0zdO31+6yurvLKK69w//49FhcXZ/1Bw+EAxHVKi6mi2LZNfzAgiWMODg5wHIf1zMhUKcXJ8TFxFLO+YehyaaqM8WixOFMLbLfbOI4zu9ZkI5PP56lUKuzu7HJyckIcxaChVCxx7949iqUSjx494uzM9Gf4vs/de/fI5/N89atf5enTJ8zPz/HZz36W+fl5PNfjzu07BEHA3p6hA07nYLVaZXNjk/39fQ729ynXl7gcO/TDmIJvMV+FdHhB3m/QaceUZETJTSkXFJ5UiEghxhq7r6hMYlRZ0JvvkkR57Ot0t9Cb0TccLzBneo3zM+25QsBWNcfp5a8wHDWx7QIODo6ySJKQ83CfX9q+IAojCkIjpUOaCiZj06sWacFW3fRJRCkkShOnECsjJ/xDm4p6cQmwcS2Xci5P0bPxHYucY1PyHcq+SyXnUsm7VPMe9aLPXDHHQrnAQiXPfMkn59im+qMERrXKHH+Uxuz1Dtlu79Iad2ZzNefa/NUfussXb83x0lyRtaLH9yxV+N+/tcGb2e70tNn+ohNx3JowmhSIYhfbTpkOlu8k1IoD5msdSq7kzdv3uHXbNGgbqfybYK5W2cJzysAERIxSCWkaEicjPLeC691lo17lRx4u88MPFlksG7n4YtFjc6vGL773m3zQKxMrgX2NIKsz5SqNIogT+uOYV+dLpIlZL1rNMWenQ5aWyzx4OEesk2ydkAwjj+4kTz/MkWhTAU91yuhav+FwEFIsueacSNHE/Ec/MsdnNxWP9o8ZjkN0Cio0SoHSFggpSCONijRIUKnN18/2b4yHEALPdpgr1XAtZ7bKTWO93ODHt14DDUM1YRBPaE4G9KOAe/UlPr/xCh/3+FWpJokVnm9EEcz7KrRQN6s32RoiBTfWavOzmdtRBrSfB+bT9zGA3Lq2rn58SlBwLRxrphCCn7NxPZs01QSThFRpKjkHS4ClNTYKy1L4pZh8JcRyrlHIhM6opdlxaqNe5wtNTiraUY+LUPMz2z6DfMT6eo+V9Q7WagvZGGVVMwPynGwM5EeeVyL7jKPBEKU0/+9/+y1GA02qBL/xrofoeKwGNZajBitRjVq/ys5Tl0mY3YOOol7PcXkxJM56tABKJY9K1ef4sM/Jcd+M8XduErp2PMzQrmUJllfLWJbg6LBHFKYcZRTUxaUSa+tVPM957j2UirHdMQ8ebhFHMR98sIPQRaQQhGFCrxuyuGxnIH52hWc03Otx3eB4+r0Z0az/J7U5Ow052BsxN19kc6uG59kUC88f14t4Ed/N8aIS9AnEdBEfBV1855S1lQf0ul1+4id+gnfffZevfOUrrK+vkyQJ3/t934fKqjOVSgXbto209tERq6ur+L7PYDDA93PkcjkjTiAE3SDAzvo20iQmTZXpF8qOwVDgIEm1Ic0jCQJjwOrn/GsMi+l+o6HnBEFgKhdiqnRmKiLlcokHDx/y7W9/m3fffZf7Dx5SrV5RBrQ2i6wlBL7v0+v1SJIEx3Fv9D5orWeKae12m4uLC6IoIlWK/mBAvd64yVnWIKTF4tISz7afIoRgMBrQH7YQbkx1DWzP0DYMtx7cQsr55QkSd3YO1WqVQrHI2dkZhWIRKQ2QLBZNleTo8DAzXjXnnaZGlW/Q79NsNhmNhrRbFktLSzd6sFzXpVQs0ut2mWs0kNaV4pXrupRKJdqtFpPxmPFoxIOHD2d9QOfn5zSbTe7eu0chX0BpRa/fZzAYcO/+fSzLotfvoZRibm7uBu3BiGYYvyHP82aVuvX1dXK5HJ7nzbyH9vf2kFKSJAmDwYDz83OEELzyyitsbGxm56tmwO3u3bs8ffqUg4MDNjc3Z3POsiwjD16dpxfn6YYJBd/i4WqRX/nwXYqe4v29ff6r/+gn+H/8w3+LHEiKCyEFX5BEgnFgUXjYwrISqirm9GyR+xXNWmHCe7JIrATJpISTHyKshFyxTRJ6aG3N+uOkEIQqpeQ5/IXPVUhHMXHoYOkIqWLiFFJlk8qY4yDFFpIkDAkiTarFrJ+okPfxfcmfej3hS497DCIzf+ZyKT982+aV8hb7e33WN8q4noNnSxpFmYkHiNncJKv5mAqCNAkKgFakSqGVynbgHTQm8f2wvc03zt5lFI9RaFzpsF5Z4YdvfR8FJ08wjtgq+jxsFKlWTRViMAh4/OiSWj3HwmKJnO/wP/z6B5ycJlQ2BWeXC6wunuI4MVpNJc8VSepwf+5lKqXcbG7P7tksCRdC4Nh5VhY+x/buNxF00TpBCItqaYta9SUuuj5Mk9EsQSdLdPM5G0WRSWoApC3MknOV4guk1igBtbzLlueyu9OhWHI5PzPUo7l5sxsfRhZu7ia962rOa9LEJj+Vos96mjzX0NCmnyeE4I+/VeXhhs1/87NnnPVitK3N4gCoRBP1U9ACp5gZsUqTxP/uzjnff3/pqnozEyaA0TDCdiTFoodG8wPrD6mIIr+z+4TQjSjlcrw2v85rCxu41vTRe5O7prQmSRS+f81Xafqqj5y0+UuJEOnsmlnSnMZ0KVBqusv/kT+89o0QNkwpcR958XSdL+VcXl2p8I39K0Bu2wJL2vRGESjNK4vlWQVtWkSUQhDHFo5n5nmaGCl8rQRaKYRlyHie1LhSYwlhgGx/QKVSYphqxjo0NEtxtfmkpEJqSTJyEWX9XBeqEBCEHpPQQria33hvMMMF8cRi7zJm+8DC8hVCZcLuAqSWYGvu38rRmM/T7QZ02hPm5s2aHgYJvW7A4nKJ0TBCCo84TmfS1h8XU8Bq9syMeIzrWqxvVnn2tMUH759jWZKt23UjwT0Dts+/X5pOqFRd7j+4zQfvP2Hn2QV379dot9o4nqZUkVeg+KO09NnoTB+42WZE9lkCB7RNFMDRwYjz8wn1RoH5hWKmiPcHp/+9iBfx3RIvQNAnEFdUKkVndIFlubz06gNILU5OTvj0pz/N9vY2yyvLfPD+++TyOTY3N7Ftm2KxyObmJgcHBxwdHbG2tk6v16dSreA4LlIKlDIeOgJIkgTbdnBdB5l5zgAMRjG5nEOaGtrQbB9QylmV5wZRXZj3CsMwMxE1oa8lAePRGJWmFIpFHn/4IZubmywuLs6ay6fn7vs+aZqa/iLbJk1S4jhmOBoy6Pfp9/sZ2MqxurpKpVIxPUStJtVqFStLVKcy1ZPJmG63wzgY0jts4pc0+XmJ7XKVkF37fK8Iw/GAvNVAKZMoSSlZXlri2bNndNodkjSheXlJEASUSiUuLy9pt1rMzc+TpppOp8Pe7h6OY+h0S0tL7O3tMZlMcMtXNAnLsqjVahweHhLH8cwgdnpM1WqVDz74AMdxuHv3HoVCAa01vczbZ3V1lWq1igCCccDh4QG1Wo1S0SgIDgfDmQnrTa+KDL4KQbVWxbZtDg8Pefr0Kesb6zTqDWzHYWF+gWKhwKNHj2bVx2KxyKc+9SlqtTpJaqoHJgkzs6RYLM6AkG3brK2tEWbeQsVynV6Uo5cq8r7Fg9UijjPh5957zKYS7H7Y4+xTFv/tX//z/Op7v8UHhxe8cyYZCUGuMWDQdInTIoEqsFGJOd23eXujx63qhO1OgTB0oTNPrtrE9kNK88eMuvOo2Md4nQjuzBf4qz98FxF+i4nrYFs+OjMNnfaaoC2kNPLHGkiTCL9QJueZ6xPHMW4xx1/+gbf433024KR5itaaxUoNzysRZru32087rG+UKRQtLCEQOmU0TBgOEsajmDA0Aiaua+HnHEoVl2LBxXZchFZonSIApS2SRPH+xTZfPv8KCCg4eSxpEaURzzr7jOOA7618P5dnEzY2qswtFDNlMY1KSwwGIaenA54+bvI/P3vC7uCYJGkgkgljVeTgeI1qpUshb/qqhuMiKirxk5//dHab6xtz8+Z6JfHcIrZ+SKPsUKlZ2LaPJT2S1LjQOLMqJ1egQ8Pf/mf/itOghiM1UUbdciXE6qYLiW/DX/7+VV5dmuf4qMfuTpvllRJzc/nZGqJCD+2PQaRwo19EIYQmDvK404aIaz1Fs9tCaCBF64TNhsff/Kll/st/eExzkgAKFWnisYJUIF2NW5bY/sioiAH/4MuP+Z7bC9jWzYpJMIk5OuixsFSkUPBmIhovLa/gjTw818gZS0s+B0JmYFlAHJv7zfSK6Jt8N5ER3KaVECERSmIUCyVaKKScmg5/VNhAPJcPC0FG/5wqwonZy/SskqBn68oXX13mqG3mTj9I0GiC2IhivzJXpBAp0kQZNsK0/1QolIZonMlvq+xqZzRACeQtTU4acOwIWMxXuHM/j+5o/ATObYdQxpieLDOwUktKqUdu/tyA1KynTmS0rjSVXHSrBOMcA9kmDjJgYYM2SgxYjiKdSKRtxlkr45TUWBvx2fUqcXJJvVGg1wuoN3IopTk57hsAs1EhCFIO9xIOD7ps3qrhutZ3BgoCoiglSY0nnxCCXM5hfaPKk8eXLC4VKZW93xdoaA1x0md5uUq/v8ze3hG2I2m3YGnNxbKunslXtcBsE/MGilbXfmuZCpCyGY00+ztDpLS4c3eO05N+BgLNcymK/vCiEC/iRfy7HC9A0CcR4uqBE8U2zd4A3zmiXlylVCqyurrK4uIiP/uvf5a5xhy5XI4vfvGLxmfHcSgUCmxubnJ4eMjOzjOCIGBtbRXbnkoBmx39yWTC+cUFG+vrWLbxUkmnEtmRolax6A5jPAeicEKSJqaaJC2mlocZWwGBIMx6lKaePFMQcpb50Jydn7G0tMza+jqXlxfs7+0TRiGrK1fHBgYEJUnCwcEBUlqMxyPCKMKSFvl8jvn5eSqVSlZxMsnG3Nw8OzvPGI9GlErF7ByHXDYvabXPifUItwo5VyNtsAy1G+DG7jaAtMAtaAhgPB7jOM5MaCKOY95//9sUiyXq9Tq3tm4Dmq999Wvs7e3RaDSyylGNV14t4Nj2TCzg/PycTrtN5SOS2Ea2XDAYDMjlcrOxm5rbWpbF3Nw89UYDEATBhL3dPaq1GouLiwggimIODw+QQrCyskKapjPBhSlovQKk2b/KSEJrpfA8j83NTS4vL9nb3SOOYhaXlvA9fwbMBoMBhUKBN954g1KpPAPM1/uYpj8olUpsbW3xbGcHy7KI44QkVaQU6SUWjiO4vZBnvqz53775IYMg4v2uzR/bHPP//V+/xP/hJz7Hj3/mT/NnvtchSjT/29d/g5/91iNGYUzJU9y1Brz3qMjCaoJA86MbA4SE3XaOKCgQn/u4uRHlQsJ/+MOr3KmuMBlLeid9XnswT6Xms3+k0Sh83yGIDKVtuu8uBNypBrx75pr+ISk47vVNPnpnk+YooB9O+NVHe/zQw03WFzaMrG82BsbdvcbJ8YCnj1sUCi6OKxiPYpQC1zWy1qWyhbQEaaIZj2OODoYIoFT2KJeNOWYcp/S6QzqdMd+YvEekEnKygJLGv8uzPaSwOO6e8Wi8w9t3XqZWy2VJfkYtksadvlBw+PKjMw7jA5xiiu2lNPdyzN8eESc5zptLgEAKhWsl/PUfeB3XsmaS3DfuEyluXHchRVbJcvHcAtfTLK3BttTzFRoB6JRUC3ypCQSkGiwBrmX+LsnA0FZtwLj/JXZzn+L+7ZdwbItud0J/EFKp5NA6pehPGA5LeMUByBiy3g8QRJMCBSu+qopYAt+3aTZHlEoejguWHWHZCoQFJCzVXP7WX1rjv/yfDjg+jbNrLLDLGq8msf0EtzBA6ymw0vytn3nM3/zpl2b3cBimnBwP8HM21Zqf3YPmPrRtycJikYO9DtVhRKU6NaE2QMDYs1xVg4KJkdG2LIlJ+gVCWEhstE5MdS4b5CiE8VBTLFszryEpVHbdbibTH70u5hWmCnQljGDd6CO5qmCYebFU8fmrP3SHzjH4jmQcp6xUc3z/7QZvrVY43OvTa48pNAq4QhAKiHUmXw9IaehoKpVEgY2XV3gSchI8Ca4AW2iWciWW7CqPZBsCjwWGDKwckTA9rY4QxEOPZ5156g1BozygkBsjpbkXwtDjojOX3YcJ7108QghDS5Y2aAnh2KcwN8QpQjRwQQu8fMTc6pAffBgxR8zxeQvPrTG38CkAWs0xQZiydbuGbVvkchJImIwjdnda3Noy/T0fB2SkFHQ7E85O+6yuVrBssxFaqfrc2qpzdtqnVPIpltw/QMVFk6gB9+6vMhpNePJ4n0ajyFyjCgyZCnjMjItnc2Y6z67Ib6b/x0Erm2475uhwQqnss7ZeyeYgM+AnhGBvt/37HNuLeBHfXfECBH0CYcCFwFDQqiSOpjU8Qkj41GdewbPzfPWr3+D21m3CMKRer/MzP/MzVCoVvvCFL5AkCcVika2tLXZ2dgytzHVmXODxeIyUknv37tFsNnny5Cm3tm5RKpVnT0PbMY/BSZhQcI3oQRAENKYqZkx3ibLdQWkAgsoS6mkopQhDo4BWrVRZXlnBsiyWFpfwPY+dnV0m4zG3bt3K5LuNYarGJN1zc3MsLS1RKBTxfO+aSEJW6cmOt1Ao4vs5o9ZWKtHtdpkEY5Q1xq6EeK5GSOPC/XFyoNcTPCEEbg5UYJTc4iShnfUDTQHRxsY6jbk50ywvBWtrq+zu7tJsNplfWMCxLRzbeCYlSWKkzZOEZrPJ6urqVTWNKe2tSLfbZW5uLgMNMUdHR3S7XZI0JUkN4EgzcKi1Zm11DSklaZpyenZKfzBg69YtLMui3W6Ty+VmogbTc7waN41KE5RKSVMDhizLysba9E+NRiPq9Trb29u4rsutrS2iMKTZauH5mULgNeAzlWWfKsNVq1U21tfZ2dkhjmOKtWUuAuNtMld2WagINH1+a/uQgmtxmnN4dKn48eUe/+hf/xb//Le/yuubc0SXHr/27hndUcI06eu4RVYXBD/99glF36GUd/lrW1VGaoXffNokimHTW+FHP3ObfMHL5qJmJ0wZDEIqtTyF/ALD8TlKxWiMzec0x9My5VP1hL2moJtoHDTDQJPzrnb4B6Hm7/3qHnGa8CMPb2VjKwgTRXcSkXMt1jaqpKlmf69DseiyuFik1sjjulPfD3PvTAFFEqUMhxGdTsDRYZ80VZl6n01+HpLTgLIsILRFGCQkiTFbTBJt6HPlEbVaBqRvznBzbSzBP3z3Q6xCQhLbFJeHdPcrXGznyZVC8nVD81IThx999T5vbS3OEnatNMK6ngRf3S/TvMySRg3x5r1lQIy8Pl2uCZzcWSgiWykf9CzqrqIVCZIMAID526KjeWuthxQxJ2dfx3LK3N1YQ1qSw/0eag1KZYdCbsJkkmfcnsfOjbDtBJVaREEBW0Oh1rxx/JWqj+1IgknMcJjg+Ypy1VQBp7s8S3WPv/NX7/DX/vE3CMYeCIm0wfbGeIUujhuSxlf+a19/0qYzjqj4NuNRwunJAMeRrKyWr1WIMnCqBaWyT6nkc3E+pFB0sW35HCpRKmEStBgM+9hO3tCPslkLTmYcG6N0ihIxKtUMegrft7BmqpNG8XNahRJCZmnvlFL3URqhQJIl7VpeJ97xnaJe8OgQ8n/74y+RovDsK2PVuYUcZ2djciUP23VxgASFk4tJE4sksnDzqendiiVagSU0ttC42ZclQEnJ5+dfJRbv8JVvSz78UFJ90Ecg6DzuU773xux4glGJy8Sl7ZQg6wtDKkgkw1GFWyvH2AL8cpV4ZBmQK8FyBUG/hO1H5ObGvHRryP0l2CrkqUof13HROiUIW/RH74N+i2ZzzMpKiXz+ShjHzDNDhTw86LKx+XxFaNr/lCQpB3tdLClZWinNQEZjzngQHex3uH23ge87/H44SOsEZJ+HDzf4+nBEFGsca4VUH5EyZAqts6l47T+m1UWBEA4ChzSRXJwHHB+OWVuvsrhUmnlXzc0VGA0jtp82kULg516ow72IP1rxAgR9ApGmPmFYJk4KICxct00QB5x2trGFR6O0imUJFhcXuXfvHh988AGDwYDFxaWs98JctmKpxL3799nZ2eH05BT/to9jO7OKw+LiIvV6nYODA54+eWKoZdUaAPWSUWDSgOc6JJMRWil8P4e47utBRpMTgjg2ibqTeaAA2LbN5uYma+vrNwzfwFC9Hj58wLNnz3jy5Albt29TKVem26TMzc1z797djHIFZDur00ZerTRJqgiDgH6/l/UJtajX6ywuLrJRWWMQndEaHpGqePq2v8cj/CqkJVDAydkhnW6Xes1UffL5HHu7u7MqC0KitWBtfZ3j42P29vbMzzE+TL1ej1arRRAYUYnJJGA0Gt0AQVJKqtUqh4eHRFGE718Zzq6urhHFERcX50wmE3rdDv1+n7v37uN5Hkpp2u0OF+fnrK6sUCwW6fcHgAEhZtiuwI/WoLSaVYGMvHDEeDymWCziOE7mwVThvfe+zd7e3kye++GDB7TbbXZ3dynkC9Tq9exBaqibl5eXTCYTVldXsW2TPDXm5hgMhpycnDKIXBIBRc9iY87DcSZE8YBxFJMkIfXqhPe7iuZ+jtfnx5TdIYOzFpdqwNLiEstjlzQ112aUi+jJFk87eb74yhuoxGN9ZRMpBC+v3yKKFNuPLxgOI3KZs7sQUK74nF08Ybzzm4RhD6VTkiQAPGyRJXgyQWhJXZf4qSWb3+4kPO5prmM+JytcRqngn3z1hB+8u06k4BfeP+XLe23GUYolBfcXSrxSzLGwYJqHczn7+UbkK0YprmdTcy1q9RxRlGYgSOI4kmbQRpyBtCRCXfGSkiTFsiSOsLAcMQNAz3sQwfbFgM54QrGI2d0uR9S2uowuCgRDh2DsYvsxK4s+f+ELm1fzRl29z40ehmshhMCy5QwEXbFlxTUq0vRMr27EP/7pV/jZ3/0Wz4ZlUiVY9DSjRDBRkGpByda8VO5TyytibeGJlHcOv8m92iorWQP58VGXpeUS/UGJtaUTLttzDEdVYiURQlEsDJivNWm2G88dc6HgUijYQAwiMVQ6kXJdBKCSs1ksFOmUjg29ykqRlqnEJJFH2jf3WjI2PUN/91ff4S9/+g5hS5EvOCyvlHBdmVXOFcYzyYytJQULi0V2nrUY9ENq9dzsc7XWdHq7NDsfkiQT4jhFSpuTizWWFl7DsWyTtZMaumcmDJFECVppcnmzmSauXTezdWVnVLdrwEYYlTmdqc0JLKaeQAiRCcrdrCLpj5WeM2DYzkyIldKkiWIySgjHMYPmiNqKTU4KYi1JrIRcJUIriRCacGiTJFZGAzWVwdm802BZko2FOl8I3+DzPxHxX/X2ScIG0hGU7908jkmYp1Hpc9FpYGV9W3HiYFuKhXqLlXLAvF/k+1/t84udGmmQ3Y+ZAXI0cFnMaX58fcxKrYzAZjKJiROF69hY+IzGl4x6J5TLDarZBgSImV+Q5ztsbpU4PupxctRjbaOKbd/soZFSkM+7JKlid7eNkLC4ZICQlLCyWmZvt8PxYY/NrRqOY/GdYnpfpmlIvujw4MFt3n33Q7afnHP/4SIqCdDEMzbHjY4pgZkvmQJcGAqOD0d0O+b5WSp5N+jrxqjcVCgLRZel5eJ3PK4X8SK+G+MFCPoEYhLOg13EccbkvCZSGnARJxFhGhBFIRt3N3Apc3x8zNnZGZ///OcZjUa0Ox3qtVpmdiko5PPc3tri2bNnHOwfsL6xTr/fn/XOWJbF7du3ubi45PDwkP5gAMBcyWMUaqTQOJZgOJkgpczoWs/RxxFCEEXGFHEKglTWeCmkwL4GnK7/TT6f5/79++zv7/PkyRM21tc5OzNmnb1eN2sWveofUFqTJglBENDvD+h0OwSTCbbtUKsZTn25VGJ1ddU8sCcx/eCSNDLGg0bdNnvTj1JCPtIvA2DnFMV8ga3bWzPZ8cWlJXZ3duj1+9RqNVAphXye9fUNtrefsn9gaGmtllGYq1arrK2t4fs+29vPaLXapo/nOUocmYiFj+u6bG5uIoSRwb68uOTo8JDBoM/a2hrlUhEhjNfTweEB9XqdRqNBEASEYcjCwgJSSsLw6ppMKU1Kp2itZmByMplwdHREtVplfX0dKQWHh0f0+/3Z/Dg5OUFpTaVSpV5vcHCwj+d7mXGuOQfP8zg6OsoqZRuGRqchCANsv0hf20hLsFT1qOQVMEFaE+p5l4uOolgMcBYUlxcxvzbycPo2+UJIOGnQCxRevsUP3LLJWRP2RUQiFCW9QKm8ysXxgCRWWa8E2JYgX/AYDkLm5ouzY5zEH6DEh0yCj/Df5YRISyxpIZSFNWng6QKNChAJvrkd4y4I7KwSIoVpiLckdCfwte1TfvdwxIfnAzzHIu9YxErz9b0WHzo2f+PHHlIoeob69RxtXszm+PVE1fNuzs+6X6Hg5BlFY6zUw3EsPM9mSl8RoWCpMH8DAF03TVZa8z/89i4qzSSJMwlxtxjjFruksURohVOIeVh6JUvSr97rxvF+h7AtORMcgCuqXKquV4Ju7kTkyksMI8UPLI353fM8o8QoehUsKNialxsD7qz1MLUKA/KCcEBrMmQuX2ZxqYRtS87PBowCl0mYY2nhgiRpkqQWtpVi24rhqECcPr9TbfqTlKmECIUmQTAFQdNz1dTyJU7O55BOhO2EIDRJ5BIHebzMLHVw5CLymg9PI/72r77LX3nrHvdW69jO9ffKxiDrwxBAPu9QKLj0upMskTYv6Q72OW++A1pjWT5RZAxGe/0DkjRkc/V7kVhobTE11BXYRJHCcmKENH1lXPN1M6pr0vR5MDU+nXIap8emmRqkTr+ugK/IAK6+Gj89nbfPbzFpBacnQ4IgZWWtRLs9IRyF2AWPvFSMNGiRGhCmBZarSVNNqiBKIZYG4sXa3HNSmOpZ3vfIiSJv3BnwzlGXqKewcgLLEdfOA+quxfzWLs1+iSh2cOyUSrFP2Y+5W1gAQt6cW+fZa/vsfdggGTFlGmJ5cHsroJSz6AeKvKtwHEkSKxzbjGGSTLAYsrC4eWWerDWtyxEgWV2rUCi46FXYfnKJtARr61WkhDSNAJGBIIf6nPEa2n3WRggxq7o4jsXaWoXdnTa9bsDcfOG5cf64iOMRC0tVGsc19vdPKJULLK8uEcbHs3l441pqC3DQ2mY0UBwdDhDC4sHDeS4uRuzvdbh7fx7HkQSThMPDLnGUcvf+HGenA5qXL8xSX8QfrXgBgj6BKBRaFEsDpEiyXUNDs1EZbSlIRrSGR9xZfp39vR737t1leWWFr3/967RaLV577TXq9QZpRqEqFAozatzu7i5BEMz8YoQQ2I7D8soyuXyOJ48fm4qNVqRxik2CY+eJwog0TXFcxzxI5fMAIgiCbNfa+UjS9J1jmjzfuXOHi4sLHj9+zCADYsPhEJV5E0VxxGg0ptNu0+t1SZIU13WpViusra5RKOSxLItms8nJyQlhGOH5Pr5TJueWCaKR6Q2QkMba9BJfU0n6TuGXYdDrMhmPcbJennKpRKlc5vzsjHLmY6SUYm1tlePjI54+ecLi0hJLS0vXepfMbmqjUef4+Jgoim7QBmdKcO228XOSxs8pCCb0en0mkzGdTpvbt2+zsLCQgc6Iw4MDfM8zfUCZ4EW1WsV1HcbjMdvb2zNK4fVdXnPRzD+VilHpu7i44MmTJ0RRRK/Xm1EULy4uphcZKQVLS0uMRkOOj464fefOrGeoUqlw+/ZtdrI+oNXVNcaTCf1eH+UvEisoexZLVYsoOac3+BAhUkg7oAWjcZGl+TPq9QkfPPLx4hpBKoGAn35dUXRSzkcpZyIhkZq69Hi2n2enPaKA2Y10XctsagtBoehyfjowzdiuxSTo0u0/zk48owkBqUoJVUqQaM6PatzNF7Ftm2Gi+NYZ/OunEaoksCxxzZ/GvI1h/cM3di55/yKm4FgUXGMUSpRSsC1GacovPz7j7nLpuerJ1f0zTcbBJJny6kOycCyXVxce8pv7XyVJA8qeAaCJUgyjIVW/wp3Grez9rqo/0898cj7gvB+iVJ44dHD8mCS0mSbnlpNiewlJ4PJ//L7Xnj/WDKBNHezT9PmTcRyL8cTsGk9BlMrWLyluzrtpWJbHX/yxP8Uv/vI/5VONMZaVI0wsbCuhOZhwZ21i/kRdVeNiDbFKADMn5+aLTJKEIChz0kooj/LUqj0cOyVJbJrtCv2JRRJ9vHfLdEfcTJ6EqwrJ1bV5+1aR405Ea9wniTxjxqtBSI2wjOy2kOAUwbUV/cDi5/f2+fT9tec/T1y9t87G1fUsWs0R/d6EQsFDCE2z/SFaa1ynQJopBdq2ixAO4/Elw3GTUt70cZkLlqKVIAg0Xn5Kb8vmArMCB1fgxjK7/hkgm4wj/Jy5N8yYiOw118QRbpwHsyrfR3vGphGECYNhxOatCvm8QxynDNoj5vIOnrRINYQokBZKg+Uo9NgiCiwcJyFUxgNMC4GW4AG2Lak38pyd9vkLb2/w3lkPt3JFNbTsJKvUwXCc59X6kIY3JNIKATjaoSSL2DJFaYdVd4M/e6fKlxcesXsS0usVcFzF0lyMK30m0YhBGCJERMmzaRQM6E0S83yq1YpZv48Zh1434PJygGNX8H2zeRYGCUII2q0RqT5HyxOi2DzrbFlDiQXqjTmkFGw/bXFy3GduroDM6HO5vMPW7bpZW/7AoUnSPrV6jrPzlCeP9ykU7lMoV0nSPlMBBINfLcBGK5tOO+HoYEy1lmNltTITbnny+JKjgy61eo6T4z6Oa7F1p04u5+B5Nh+8f/x7HcyLeBHfdfECBH0CYVvBDQNFkwtlu7qZklEYj2n1z3n9U6/h2j6O4/DqK6/wzW9+k/fee4/XX3+dWq0+A0KlUonbt2/zdPspQRBkXj9TMhMIKWfGpEYEQDMJI2zX7F5LSxJFMc+2n3FyfEwulyOfz5PP5/E8D9f1mEwmWJZlJJz/kOdsWRYrKyscHx/PKkTtdpvDw0NDA+sZqecojvFcj/v3jVLaVAluei6VSoXT0zPa7TZLyyvYlkfJbzAM2sRJkCVxV2aZv++18DSxFXJ6arx3TPXMZmFhke3tp/SzapDWGsuyZlWSuUaD1dXVmboc2UhXKob2NhwOb4AgKSW1Wo39/f2MEmf6o46Pj+n3++TzeaSUzM/Pz4QWjo+PCYKA+/fv4zgOl5eXFAoFisUCYRiyvb1t1Ofq9Y+lAYqMmuQ4DouLi6RpyqNHj7Btm1deeZWNjXWCIKDdbmfz0PDFXdcovj19+pTLy0uWlpZnFYxqtToD3FJK4jghSiFIHaQlqeYlp2f/gu7gCUolCCBN8yw7DY4Th6OzVRq1Fq8/7COsU3QqWJQex6nFIFQI18ioL0uf+d4C/6gpuHV5yffXFxgNQ8rlqeQf5AsuaaoIwxjHtbKEUs12xadSsN1YESpFwRaceBN+9j1JMpKME82t1Tybdz12BleeR7OxE6bCYQmN8l0sOyXn24RBwlBrekFCrExF9NeeXrDRyPHjLy/fSCOvds/l87VJ8XzS+drcK+wfXXLCIYN4gIjN7+u5Gj+29YM4OMafSV1vbjbxrYMuYWySzVFrjtLCBbaXZMaUJplPY4uXy/co5pybIEhwI8G93gd0PRzPIu4ZTpHWYgbClL624aCvf2NAUG8QUq18D9/3oIHntNk++TLDZMREmARdaIFSGkdrYmCgfOp+4epY0HRVAkiiSYMeQ/oXGKdNodE6TxwUnxvPq7jSoRNTMHQttIbvv1fia3tDJkGB870YvxEhJIy7Fm7gwmfArQq0Z0CQAnYuNRfDAYulq56h6wBo6vWTpJrRMDL9YzsdLEeSLwSE0QjbMj2SKhNlEFIghY1OJozG55Tyi7Pj1RomE0WcJhQdPas6CjGVJ58qfUqEMLv+aFMZ1EoxHETYloXlW9fA0hVt7vo1FwKUug6APn5kg0mCbcmZKEC16nN0OCANEqycIGceQIQohJDYnsL1U4Khg+Uo8I2inJAKoQUSjUxSkjhlNIpYq+f59EKNr561kRYIO0HaCWTzb79vcy/IU86PSFIXlUnA23aCwqIit3CEz6bvs+7NcV7uEumYrWKVX93r8aRzQap6FFzFJLHpBwmWJajnPeI4QFouz/ou32qeUs07vLRQ4vSoR2OuSL9rxmAyibm4MHLuYbJDp/cYywbH8QHNJDojlZeMgxLzC8uzeWLdADwGCP1hQ6mUXD4ln/PRWvPB+7t8+u27WJYiSScIIkyq55AmFmenARdnE1ZWK7NKlLFUsNjYqPLt9864vByyvFJmeaU8o/ZVKj4Liy/ocC/ij1a8AEGfQFzRT7LdN20oLTMWSUbfGIddojjAc3KZp45DLpdjMBjMgFC5XCZNjU9EuVxmfW2d/f39Gz0p2VuSJsksaXccF2Epcg5EUYglJb7vsbS0hJRilhwfHx+jtEYKSa/XRSnF++9/gJDSmPJlD14p5Yx+J6/1BU33YMMwnPXQTIUXwjDk8PCQRqPBxsYmxVKJ8XjE3u4uwEz2+Xo4rku9XqPZatJozOG4Lnm3Rt6r0EtCpjvHf8BCFQiNX9E0W5csDZZnVZNisUi5VOL8/BzHceh2Te9PGAbYts3R0TGLi4vYtn0jeXY9j1KpRKvVolarzc71o5S4XC6HbdtsbGwAzADKeDyhUCzSbDaNR9DduxQKBbrdLlJKKpUKQRCwvb2NlJKt27eN19JHrrYQGA8OaaFSNfP10Vpz/8EDNjbWZ2qDq2trHOzvMxgMMjNdQalUZG1tjaPDQ4rFEuVScXYe1VqVjc1Ndp49YzKZILw6ibBwLEG/+88g3btWIdB0Q5sfWxvzuC/YjmPGoxI68piv9Hl6WONJr8IXluD15QBpKdLQ5lvbLr80MopSXzt+xg8vLBFMkhtn6bqGLjYcRBSKHkkyyo5RolIDTiKlCZXx7hFAox5z5/URZL0KtjPgRxfe5O/+yhGxAkddjaFSoLTgdsMC6WFbIY5jMQwSmqMILcDOEog41fyLbx4zClP+/TdWZ8c43T3XWmUbH98ZmGutGfRD7rkv87nNNzgPTknSlKpfYaO8iiUkKlUzKupMeAE4uJjwK9+4INIqKwIU6J+t4Pp93MIEgHCUYy43z3/xp9/Mej2u6JpXmw3XZtGMznnV3zAz4fzI/SXFFFg8T0MFj2bzgnyhQGNxHUSZOWI6h7+FK1KUtkCAbZvzejyEe42ta1465i3X6/nZN/GkBJT4aEhxs4flqm/JQoipKpyLJsRIZV/RwAqu4D/9oTn+5Td7/Ibq0+5I4pFCpGBnuZ9bFiBSHFuQKk2UaI52nlFfXsKqVJGef61ickWJGw1DwjDh3v15LFsyHAS0On3iJCWOU2zLCI+Q9WcpkZEglTF4TVMjOR1Fim43plA0Yz0DTuLqfKWc9vp8xPtHCwNqcLKqwPTvnp+TNytABsx9pzU1SZSpomZy7b5vY1mC5mmP+nIZK+eRFwqJIEKjpMYrJqSpZDJwsZyQsTSdKiJN6XdHdM4HaK2pVHzarTH/yY/e4df+m0uKmwkCC5VeGcKCYHC+CIsX+P4Y1zHU6ETZLDi3WbJeIkin80Oy7NVxpKDmupyOTpC5iN12hfvzXfJOQhBLBkFMTsQkWvHOSYmvnpzPzjdnSX5kvcEfv7dAvztBKc356QDXsSlXNQcnu1i2RRRa2JaF41hobZMmA5rt96mWl1hcupq7RrhGP9dH9PvF9HoIYdQqc3mHlZVVHn/4jMcfnvDKq6socZpRKQVxLDjYHdJqmXWsUs3NAJAR+FG0WuPZ87NQyEQ8skojAubn87/XIb2IF/FdFy9A0CcUWkl0psijlIUgnvUMTPOIKJ0QxAMKuoIUkpOTE8qVCnfv3uX999/ngw8+4PXXXyeXy816A9I0xfevZI+vR5Q5qYORyg4jRblok2ZSyK7rMjc/T6GQNw/jrDo19Qd65513AKjVqqjp71PFxaWhU1WrVeI4vtZorbJzMpS4er1OsVji2bNtTk5OAFheXubOnbuk6dQfwyGfz3NxeTmrzFwPS0oajQaXl036/R6NRh3X8ih5dUZBlyQNEZYgDRXa+f3pcFprLFch3Zjj42NKpZKhqqmUXC7H9rNndDodcrkc8/NzNBpzM1rfyckpm7duoVU621iWUlKv16+JIPizz3Jdl3K5TKvVYn5+fjYuQpgEqFyu0G638DyPvf091tbWWFhYZDAYzPqAoiji6VOj5nbnzm1c96oqp1XWU4HIqjQx52dn7OzsMh6PWVtbI5/P02o2mWvM4fumUlWpVAFjwHs/M2EFwdzcHMPhkP29XV566aVZz5RAUK/X6fV6nJyek3g1AA6a3+Jeed9QuFID/t47LbDf8xkv91lO5ljJQ1Rt0pcTQGOvBvxup8y/aQrUiW9oVhYIB0g1XllTKJwzGERsbFZuzgVLUii6DIchC7qIbeWmF9UcpxQkyszBaVFwGJgkOV+00Vi0J0NKFckXHpT45Q/7JFnVJEogUYKKD//Zj7/Kb+/0eO+oy3gc0Q1itDDvKbNr59mSnGPxG08v+exWg5VKbgaObygT/h5zUSlN83JErZ5nuVJhpdqY/b3Jjz9GgjqjQf3jXzlg1E+wqybhTbUC2yOO54m6JoEpuDb/xR97ACTXkt9p4nWzCsS1o52KnSilGQxCfN++1j/yHIGK61UWISzCUDPoD1hcmseyU5JEsVq/Qy8MeHb2LQrCVAy7KRwGNrDAWrhAv2+ksa+ud4rnRoTRd1aoqpWij0/WRQYItGb6P0SEUVObggSoFWz+1Mt13ihVGOck//Are7RHily2Y5/3TE8RWpOk5vrXdELaukR1O1iLK9iVSnbtrwBjqzWhUHTJF4yXWy5nU62t82z/MUkaoZXFVA1zMokBBUIz6NvEQQ+lwbZBpQo/n+L5172PmFVqs7t/RoGbXmMDeDSWlIxGMa7nzJ41+sa1/ygQNiAnDBJyeduo6mW/MK8zRsoy85pDGxEA17XodCac73eZWyvhlfLkpMASMFECaYFfjBl3XaKxhSgkBAiGFwMm7QHLyyXmGgXQsP20iYoS8nVwvT6JqqCVDSKdgbRvdjTfI5aZr8cMCdBANfGZ2LeoLfg0JyFxJjVqCUEj53HQHzHIf5WcZ/Ho4iFKWNyu9ci7CanSjGKXdy+qvN+sMVfwkBLCKKU5CPnlozavP1gAoN+b0B8E3L7TYBLsk6YxWnlYls4ocmTeZC5RMmAStCnk5w2trhdwfNgjSRRz8wWWV8o3hAn+oOF6No4Dtq24d2+Lx0+ekc/nuX1ngTC+ZDSM2d8bYEmLV19b4vRkwOFBlzt3G9i2JAgSDva7BJOYhy+Ze+/ooGek/ovObJw/3qb4RbyI7954AYI+gdBaoJQkjEoobSOExrbGSBkgSJgK9igdM0l6pHqBNLHo9Xqsb2ywsGgW33fffZcPP/yQ1157bUZzG4/HVz0qH4nxeIzrukRRRKo0sVJY0lQhXM+D4XD22mniY1nWzMsGoFarsbGxOWu6V1MVMq25c+fOVeXjGn3j6j1NejSZTGi1moxGI05OTtjc3Mx6ZAS2ZbG4uMjOzs5M0ey6wACA7/tUqhUum5dUKmUsy6Lg1ci7JQZBjBBGKlilGsv+/R8oSic4eUG73eTi4gIpJZeXl8ZDyLbJ5XI8fOkl/AywrK6ucnZ2xsHBPouLi3i+d6MaNK349AeDjBInZnSjer3O7u4uYRSRz+WYVW2EoFIps7Ozw2g8RgrTe3V2dkq73Z7R4U5PTxkMhqyvr3F+fp7R9CRCyBn9S2vNaDTk7Oyc4XBItVrlrbfeYmFhkUkwod/vc3JywtbWLYSQNypzhv6WqRDaNusbmzz64AOOjg7Z3Lw1e20URvS6XWyvykjbtMYDRuNvIiuaOM2SP+C4n8O2NV85c/jRjSZWr8ruzjqO1NgSCm7K3GJE69I1/RcIdKoRWuOW4HZjQt4PWNuqUqvmbiTfAMWiR6czIY4V9fp92r3tWaO4uNYQ7ksIlKAZOXi+4far1CTDSmv+g5fv0dB7vNMxHP75guDVtQb/4edepuhJHtRSfklDL0xIlMaxZJYIG2BS9m3KvsPFMOTd4y5rtbyphqk/eNIQhQlhkLC6Vr1GlZv+/TVFNkxSNR2Ho8sJ20dDKq7DmJRQm+qFtARaaJQSeI7kJ1+bZ63uoIkz+fNpB8nUK8aEucY3wYzWmnZrxGAQcOtWbZYom8q1SaOVfv5ek9JmPIqI45hKpYDWVxsxLy+/wmpti/fOn9Gc9LEtnx+7tcJ6YY6LsyH7u13WNjS1egEpwLFsXr9zyVcfrfBxcFLKlC++8TECLUyrGtaNOpWh8sWmQpS9RmsYjaFWdHlzq4zrRfy9L+3hWVMQpAlic12j1OZ2NaHmOnSDER6SZOdDTgoFXr3zEpZlZX1/KaNhlDXLXx2343jUqrdodh7j2BohzK6NVilxEiJlAaFrnJ8NWVhyqNUdM+LSiArMzjtLsqXgI72c2RyagiMJjUaBJFEzEPxxs/OjILLbndC6HHHn3txs9KZgSSlIE/VcH4vjSKo1H9+zaR0NqK8ILhLFN4+6tIYhuZzH3ZU5lvJzhCNDiwt1wqQbsLhUobFYZKp/0Gjk2d3tUJ2zUYUAO1UEo5oBjtnBhG7KN5rwQdNmo1bGs+CDQNPd36X4vTZ3q8UZBV2hOR1O+B8fvc/aWsxYReSKXd4/W+Bw0KDgjOmOYgr5GvvdmIVitlGlNUmsqOddenHKbz9r8mZxjvPTAY1GgULBY9yKsk0LnZmRK4IgwXUzkQodk6ShqZB3JuzvdWjMFfA8i+OjPoWCS6X68c/v7xTT/rxaPcfFxTmvv/4yw+GIvd1DSsWHIG12nrWo1fOsb1RxHInjWDx90uT4qEe57HN02MPP2dx/OI/n2eQLLlGUcHjYY+t2Dc+ziKKUk6PBH/i4XsSL+G6IFyDoEwpTIUmJ4xKJyuHYPgX/EiG1oXQIAVITxAOiZEI8NoCjUi6jlWZ+YZ67d+/y+PFjHj16xEsvvYRt2wRBQPmaWef1GI/HeL5PFEXEcbZDLiGIAlzXvepTynZ8roOPMDKJTD4zShWZdKrAiCjoOM2+n57dRyJ76ygMCcOAl19+mX6/z9OnTzk7O5v11whh+n5yuRyXzSaFQuG5c5FSMtdo8OTpU0ajEeVyGdfOUcw1CJIBqY5nfUFS8/s+UNJEIR2FXxA823lGPpenWq2xvr5BHEfs7u0RhVdVHdd1uXXrFu+++y4nJ8fcvn0nEyQAtM4MbYt02m3qtXrmB5GZ41WqSGl8fia+T6/XZzweEwQTRqMR/X5/5unTbLauks1rlTkpJU+ePJnRGNI0ndEcbduaAZtyuYzjOFlFaYFUKRzHZW1tjZ2dHebmGjfmyuLiIufn51SrVfKFAgJTqdra2mJ7+wmlUplGo4FSivPzM5JUodwKSsHX9r/Jg9pNulqUaHTqUCm02W7NEyV9bje63LknyVkWF2N41NMI5bKwCN2JQ85SxEoSK0nNS5gvd+imNtqWCDHdJTeytEKAnzdCHr3OBGl5OHKdKNlHkKK08R4pWpBoeDLyEZbNIExotkJibd7rv/+VEz5TD/jJNzf5D+bKPP5gyP/nL/0Uju2RJBPOzs5RvYg/+eoK/+rRGWmYmOwvm+k5S1L2nRlumETqGo3oGk/p96oDaU0QJFiWxPWu0UCz9prpJsRUDGHWDK80vXHCJEpJkTCU4CqzsgsDKoXWbBQ9furNuql+CJE169tGLUpY16hFzObq9bk3GIScnPRYWChSLHlw89WzY32+L81QSS3LpljKofXwxu8rfp7v35yKNFxl9surJWxHcnTQI4k1c/MF8naON9cXidMDnuwvMw6njsiaUiHgtTtHvLL0+eeHNnvNleEpVweqBVrHIFK0UCQJTEYplYqLEJK319f41OYZ7x+auRJEmiAxVKuim/DFRQsdDvEEaJ3iS5vK4JRf/OoxX/jMj2FbFt3OBMexKBQyEHOtQjRXe0iSBPSHR2gVzn7n+2VWFl9DSh/XH1FrKCznKsGebpxM6UxSyFmVRmuT6ItrZ2/wkMCyLSzb+o7Utoz1dG3sTM+PZQksKUlSNXvd9AVJovH8q4q9ma9GOGRuIQ8CfvbrB3y7OybOKkWp0nyw3+TljQU+u/mQcddFVBXashkHiZHNzoBWrZ7n/HzISrnAYeLhlwdIJyaJcqAthJViuwFBt0IvzBO3Na4GJQRNGfK3vvKItxZrPKyXsYRgpzvkNH6ftfULpNDYpKzVLnk2nGcwhpPQoeDnmIwUOcfcixpmkvZCWLiW4Ml5jzeLBhguLBYzKqJPkm2+SUsipamgBkGMEClCWDh2nm4n4GC/y+JSicUl08s2GSecnfYpljzsP8Dm3c0QlMse52cDhuNL7t5bZTAY8d57jymVCywtV1hcKmJZZh3yfJvVtQpPPrzk7HTA8kqZ1bVytqFmhFtWVyvsPGtxfNhnfrHA2cmAwSD6fY/kRbyI76Z4AYI+kdAIEmxrSM6NCOMaaZqbcXenVAPTaxAwifpMhiYhnVKStNKsrq0RxzE7Ozu888473Lp1iyRJPrYSpJRiMpmQz+cZAHEmc+tYxvxQK420rGwX+CMdJkIQRzHpzCj1I03FSn0s0Jgm6GmamuMWktFohFKKfD5PtVrl5OSEo6MjFhcXZ1UGy7JYWFjg8PCQcGlppnR3PQqFAoV8nlarRblcxpIOJb/OMGwxDjtIC5JQoe2Pb/C+OsasIdlK8cqCpYVVGtVFM4ZSkiYJhXye84tziqUiUkqUUszNzVGt1Tg6OmJ5eQX/WjVICEmtVuXo6IgoCsnl81kCkdLL/I7ee/ddpsajjuPgui65XI5qtTq7zkEQUqlUGI9HXFxcEMcxIHBdB8/zZqar4/GYIAxAw61bm8wvLOC6Hr7vc3l5yf7eHpVKdVZVq1ar1Go1Dg8PefDgwYz/0pibo9fvc3p6xtbWlunJAsqVMouLS+zv7+PnckwmEy4vLylV5jkeajqDf8Npf0LNczPqmSbV8Dv7PidhRD4vKRb7HPQrHPQ0X3EDXKnphR55L+H/+mqLIPX51wd1DocWngXa0gSxxTeOF3DdMvlMGrvTnjAaRdy9N0eqFJetPr/w9AOefHsMWgIxP76xwO16HykibCnoxQ7f6iaMYwh1TGsUIoRCyJRoVKHbVfybXgu77POX5jNneeGSpg7HR6ecnnXZ2Jzn9YbLxnKZv/0LH5Aq8G1JwbOxNURBSixTlNIzZalpAkRWVf290hoNhGGMZcubu+pi2vswnVsmiZmBYlLeOenSDxMINdKSpr/AF9TKNq6lGfRSPvepAo5t6F9IjRBWdkwWQhsK1VTy/qMRBBEnRz0q5RwLiyWmavhXCbOhYX7cCaapRbs7JJf38VyBUs/ph09PM6OlZZQlS7K4VMJxLE5OBsRxwtJSic8sv8FJ/4yc+wRXWaSpQFkK17PYrK1zp775HUZYzPowBdokzyLrddBT6WxNGGjiGHJ5gyKFsPgbP/g2P/P+h7N3cizNq3OKH5nLs+WazaQ0q4JZWmBhsSL7/M+//Yv82e/5Mfq9CY25ApadSWZf66+R0mJ54S1qlduMxudoFJ5bplCYR4qEMDJzQsrEGEdPL1HmQ2RJ0/cnxZWUuukDuhlXwgZ/uORaK00Yxnje8waeU3pUkiiKzk2KomUZdUEpBRcq5d3OCKE09YKL5dgoDeMo4f39C+bLZW4VNwgnLk65wLDdIYgUji+RmN6/lZUSbzZL7GyXcfIjHC/Cso1QBtqs37lyi6Tr0ZXXxQUksdJ8+bTNl09beHbAG3f22cwrImV6+TRQcmM2aiO+deyTas0XXl7i155ezjyx0kSRxArPd1CpIgpTkqyBcGm1NPP1SaI6KBdpRxg+tjn+OE5BRLjOEsHY5fCgw9x8IQNPZmDnFwo8eTyh25nQmMt/7DNVKW3eC6PUeL2ymMs7WJZg0B/RaHiUy0Xa7S5r5RU2NhrESW82F+JY0esFsz4u4w8kZ78H8HybtY0qTz68pNuZUCy5bN6q/qHmz4t4Ef+uxwsQ9ImEBhRoo9Lm2l0UIVKmhtYg5eyBleqESdRHWhWSa8IG07fZ2NjAdhz2dnd59913cRyH27dvZ/SyK7CSpilxHONngCLOdhO1Mr04nU57JpzwEXEnAMIwAK3xfP/G+2ptnOyN5Or0KX31u9PTU05OTqjVatTrDdrtNrl8Htd1cV2X9fV1Hj9+TLPVYnFhYXZ+tVqNk5MT2u02a2vPS9BalsX8/DwHBwdEUUQul8N3ihS9OmE8ROkIyxZGLtsyyeH1XViVyf8msXm44UEqQ/yilfHlTeo5/Zy9vT3CTHpcZz/fWN/g3Xff4eTkhDt3bl8DQcwMSIejEZ7ncXF+zuHhIZ1OB9u2qdVqjMdjXnrpJSqVihGUkFdN2v1+j1arzXA4oNlsUigUKRQKgJ5JXE8mE5aXl5mbnyefL9DrdRn0+6yt+RlFz/RpXRYKHB8fcffePSzLRkrJysoKH3zw/2fvz4Mt2+76TvCz1p7PPN15yJs353yTnp6EJKwJbIQoTAHGUIbygKMau110hKvc7SrbUeXoCux2ud0mXF12uTAewG67KWPAgEEgBAgNIOnNc2a+zLzzeO6Zpz2u1X/sc869NzOfBOWOUInIX0RG3rx5zh7WWnuv3/D9fb9vcXJywszMDJCSZSwuLnHv7ju0O2WqY1FYIQTz8wv0ej3u3L5DHEfk80VGuLy+95usFDZBz3H7JMOHlttk7TSoPuo6FLyAbFRDZw/IZfq0eyUiZRKTUKk0KWuTblziXjPHTl/gGjF2vok0YlTkcdLKMhoU2W4OubFQpN7r85V3vsxLhz1uneTY7dm0BlkSXRhDnjS/eCcGmUEnJQwluLlSxfGO6cs27eEAaaROcOIXSfozWFIQa82vvXHAH3/6aro+lMXuzh71egu0wDRsDOny9HKVD12a4YXNJrWsjWmkrG9xnFDvBXiGZE5I4njS6Mx0TXwtC4IEZ1oFGq+l6bPEmWfrNCD68maTL+00cDOSUV8hx9qaKoR2MyJvSXK25P03XcRYIFRMQxdSGJxIn9VWc4Q/isjmbFzPmj4j25ttbNuYqtxPdLjO9gno6fFSu1/v8wsvbfHaXoc4TrhcKZJdLnJl5t1FIB80IQXVmRymZbC30yEMEhIxYq05h+doTmQfpMLDYDYoYdSLGFeNd3X4J+M6TTZpxj1CCrSF0hHtZoJtmWPR2/QGhRB81/Vr3L8X83e/42nMw20M06QzaCMEJOrMeQSESiMF1BjyNz/7/6EiF/iv179t+pGzVZjJz65TwnVKZ64xQesEQ0KhIE71aUgrb6ZhplpWcqLPpEGPBVKFTBMC00WXkmBMBW3/AKZU2tdSKEx6G0/X3mSM41ilzHByEuSlrGdqzHT6lc0mGih6FlGQpNVJ0yBjm4zCgLd3Drj+TfP4fRszmyFRbXodH8/JpAVNIahUs3zs5jy3mn1u94c4uQ7SSkAnKRQzEYRNh0K+R7efQys5wUGmlU6hyblDquUj/BAid5JESEc0LyyU0yTjrvJEKcsfvTJHcxjxhbt1crZBGMaYlsS2DZSWqCBiaczkNoGmhmFMox5SKT/NKHyTMOojxFhcWCRIkWPQXqHfbFObyTG/cMrMBuB6FjMzWfb3OjiuSS5nT+cgDBL6/YB2K00Caa2ZXyicYXdLacWLRY9mY0ivG+D7gpmZCnt7B1SqeSq1LFE0YDQK2dvtEIWKK9dn6LRH7O60sR0Dz7Om16OUYjRM6fCjKKFQdHFOW1wf22P7Q2GPg6Cvh+mzP8RIOcQ0YqTUqSbFmQ1ca8Uo6lH2SsRJTK/Xo1qtjkv0aaVlfm6OQj7PxsYGh4eH3L17l6tXr6UEBmPChDiOiaJoStscRgrblMRRSK/Xwx+NsGyb27dusbi4QK1WO606ac1wNJyKqZ61JEkYjUbUqrVzmSutU2f9+PiYYrGIUoq7Y/ruK+Pme6U0CwsLbG1tsbe7y0ytNt24LctiZnaW46Mj5ubmpmx3p4GGmFaSJoGSYVjk3Ao9v06sQkwrddiSOFU0V0kqECiNSdYZdAJeNn3xG4ZgFHbJuRUMaU7PUywWsSyLZrPJ0tISSZLgBwFxHCGEYHd3h8XFhTHtdXp9nudRKBTY3dlhe2uLVqtFJpPh8uXL46qXwZtvvoFl2ziOMw3+4jhmOBxyfHxMr9cbB76ahYV58oU8ExhUvz/g7jt3qVZrlMfBSjaT4U6vz/7BPqurF8aMfSbLS0vcuXOHVqtFrZbCNzzPY2lpid3d3WkPkwAK+TyVSoX9vT1y2WzaKwYYpsnM7By33n6LUrmC5ZX4l59/jeXSfRwzIWsl1Ic2v7lR5o+tt4h0gqFcPKvN/UHIRRbwZQ8zP0AIhVQm+aRIoy8pYPFKS+AVD6nWDlPl93EckKtabO+u8t/9wpd5brbPJ5b6LM75/N7WAkcjwUk/h9Zp9QmZ0jYPQgvHlERJSKJtXtzpYEqTUq7IIMpjSYGOMqjYRiudQn3QBLHiN97c5+lMhoP9I7rdHjdv3qTTabOzvY/SZaq1DD/w/nUa/YCtRspGJ0UK7yllHb7/PctoP+H4aMDCUgHxCBHhR74SNIRBMoZMMZ2P6c/i4V6NRCX89q2UtWrtYob774zwhzHSSB1jP1SYwA99osZ81Up77mSWlDksQYhJn8KkAisYjiJarZRNTqOR5MnlHebm81Oh2tNq1AQCyrni8Fc2jvl/ffoW4RmdoVeOWrz981/kL33sCt9yfeHcfYjzXz8zKOl9F0sepmGws9Vke2OLy4Us2f46CzIgQeEoi7mMxSDQHNcbzNQqPBgAPXw2gdYGSidMsIOjgabTjphfcJFCTskogJRoAnA8D+Fl0KMhBimRweSQEoHSim6S6h5VbfCSgIHe5e9/8Tf4G9/6ya8JzX2QiloIcJyUaXHybylMDOkCagxNFiAmZTljfD8TdjgxTmo9qsr3MOObmJxkbEEQE4aKTOY8A+UkCFKKM8xmTCGRxpjtTmvNXtvHMSXWeP2EQYwtQBoGriVpD3xMJ8IITMLAwcx4NJsj8hUPyxKY6HFlsMAfuVShvvU6YSQZ9fJERMQjg1Hdw+84SCIuflOPTmARR6nHLo0RBSei0dlkbRl0bBGpBDUO3qsygydMYlvxJ59bZBaf/f0jPnZ1ltd2Wxx1fDKGJO+YhHFCexhRy7t8x3MrjE5ge7tFdRASxwnSECzMraH0DO3OJv3hMf1eTN6bZW7uIvu7Pr1uRLHkTIOXs3M9O58jDGPu3W2QyVgYUhAECWGYYDsG+bzD7FwO3485OuxRrWawbHN6nELR4c6tLrZjcuXaArnMDK+8coe337rH+97/JCO/x8b99NiXLldxvTTYCsOE3e0Oa+sVbFsShgkH+z26HZ+l5QJxrDipD6hU352U5LE9tm9EexwEfT3srBOhJ9m8+BwO/+zLMYiGJK5PIZ+jXq9TKpWmUKUJe5tlWVy+fJl+v0+j0eCll17k0qVLrKysYBjGlBluEkyEYZKW9lXAcDiikM9x5coVms0WOzs71Ot1VlZWKBaLmKbJaDjCNE0c255unGkD/oA4iigUHqarbbfbaA0X1tawbZujw0N2d3cpFotM4Cmu67K4uMjm5ibtTodatUoypjSuVmscHhzQarWmAqLp2IjpvczMzEyb+S3LwrPzZJ0yQdxH6ZQ6XNopSYLWKTRBCInExAektsm7ZTwni214ONbDMATLsiiVShweHgLQ6XYZDgaYpsXs7CyH4/u6fOXKtALXaDZpNBo0Gg3y+TxXrlxhcWkJ13HH+PIAy7IZ9Ptpn1c6oIRhSKPRoN/vo7Xm4sWLKdNcFJ1SLAtwHRfDNNne2SZfyGNZNvZYVHVj4z7lcplCYUL3nWd2dpa93V2KhcKUrGFmZmYqPjsxKSXz8/Pcvn2bo6MjlpaWGA6H9PoD+v0+swvLxCLHFzfe4Qtv3uG//ERMoiTr5RGdwOSt4zzNkc1yoUdBuBz5EReLPbY6OYLYY8YqYApoJAF2vs+NUhZDOATuMXOz+wgxdizH+i+2FXHxwgZb967yfSsj7ogRYZjl9aMI1yyhdQpPOn22NEJpgtigVkiodwXCCIiUyXHXJUkMtCkxpBxD1dJnTYxlUdt+BBloNJpcuXKFYrFIPp+O7+7uFoEfsbBY4K984ime3zjitd0WQay4NJPnA+s15goundaIra0WXsamXPG+quM7ocaPwhh/FJHJWPijCHsiyApT3/UsoE5rTXcUce+oR89P2axESWOZQCCQQuBkDa5cdPjEN00ERAVCOJhGjjOdMmmvjIZSKUe+4BGGKUGDUpqDvYT5hQKWdZ6+91w1eHpsiBLFj//GaQAkznwmiDX/6++8w/svzpBzHrH1nDYhnf81gmze5lZrj2s5g06g0QJc7UzHpznUzGQF/+6zb/KjP/DRR/a8nF7zqdCswETrVA+q1QiwnZQNK0kEoM71O6WXKJDVWZLDXazQROsUmiSFRApoxgOGKiRrwjASxImBbcW0hsf8j7/9ef70U8+yXMuP3/WnPTxnl8gYoYfSZ6r+gqmQr0SmxBakhCgCE4QYX0tKx5wSpEzo+R8Nczy9sXPhzfSzabIlxLIkrmedm6K0/0WMe2TEtJdkQs5yGihD1jZoDUMEYNlpP1IwinG8NIBybYltgPJihh0b083jN44YjBI808Ig3SM/9fIe//KNl5ktKmYrA3rWiPjWGsc9iQ4FeUezUDQZNXxC44T5YlrhPmgfY3hFLi/adJoWM1UfLcDGoCIzzFo5XDNku2Py8ptv8/1PdBgFCqNZ4X3LNX7zVkg7iBkkCtcyWK04PLUg+dydO7y/coPDpEV4GKNiuHK1hmUZCFFkbuZp9EGXYdJjZbmItDQLKzZyX7O12eLiepVs1j4zpgLTlKxcKFPq+vT7ISpRZLM2+YKL65nTiqDrJRwd9hgMQkq2MZ2zTMZKK6i1DNmswLJG3Ly5zksvvs3LL93CcU0q1Ryzc5kxhC895/JKkbt3GuzvdqjNZNnf6xJFCRfWyuQLzrQadf9e413W0WN7bN+Y9jgI+jqaFqfwKTHdcM9m79LPKR0zirqUqwvsbB0wGo3I5XLTvgBIKzKTfqD19XX29/d56623aDabXL16lTAMsW0bc6y9EcQKT0ISRRhS4HkZPC/D0nKWSrXK4cE+t2/fplgssrq6ymg0wrYdpDSYbJpKKepjKusHCQySJKFer1OpVnCdFJo1Gvnk8rmUYGCcNVRas7S0xM7ODnu7u1Qrlanj4ToOtVqNo6NjKpUKlmU95FBWq1UODg7pdDrUajVMw07FU4MmYdwHJKa0wDAYBjE5q0TGy2FKh62jY8QwT35mkVpxJhXsO9PAHscxo9GIdrtNs9mk1+sjZcpINzc7Sy6Xw7JS8crtnR2WlpampAUHBweYpsm1a9dZWVnG8zJMmMjQqfCq6zoMh0OmDmQUc3LSoNvtEoQhV69eI5PJYFqHRGGIlAZJojg5OWFra5NOp5Oyxh3XWVhcTKtj5TKlVtqPdP16DtNIYSrz8/O0Wi0ODg5YXV2d6jqtrq7y9ttvp0xWY4fIcRyWl5fx/YCjky77x236gcY0M2jTojsc8u9f/RI6yTCKJFkr4WIpDYK22i7HA5uDbpmVOCGK5umYe6wUYjQ2sUqduWUR0m7kmV1NsCSUK0dpAKTOgKp0yshkSEV1/oCRMLFMwZsHOWaKikZXphWgB0xKSBIIglRYVWiJZcT4Y2rlME4AhSkFlpGSAiidkosXx8/HhQsXpppRpmmOK30O9fohWjvkXZOPXzP56LXZafZ7ct3ZvINlSu7eOeHq9ZmH2J7S6qRiMAjodny6nSClIQ5ijo96NE4GmJbBwmKBUskbvwcehJrCv/q1N2kNo+nvhCWwyul5ZvMmSMHcbEp4kuoKGQhhIEUGKZy0eqDHVPZaoSVIHWGaCZmMIo4VB3vdqYP7yHeYTudpcmW//Mo9/Dj918Rp1zr9WWnwY82vvrbJD7z/8kPHmlQhzkP/0v8QGt7c6PDUBY/OI9qK9BjdZiXGA2P90CfPBXDpWU1Gw4RuJ2ZxOYMhLSa9JkqnT8VZlj+RyWAurnDwzutUBEgtiHRMKxpwEvcRaCwB9/wkhUNphecG3Ott8KX9K5S2dnFNn2sX1pkpFR8xppMskwAhkcImhR+mUDNJinkUk4qPMNK/0dOBmBzibFwpBA/c+9c2349w3bQicdYm78lJ34+ccNBPS5an4/ze1RLbzSFxoqZ9ckKAP4oYRAnoiL/3734HDSwWMnzg8g3mTJNue0Qha2Eb8NLmCT/xm/coXBwwHHkUcgNcT8Ozm5zKd2osM+b131uhWJbYzgnSEFzOatonIW++vkbGEHz0k8doKciZLiiNLWNiBTtdh6O+xFceQdJHDQ4oG3UK7hxN38ERgm9ecnm70eAXX9NYwuD9Ffj51+uU3SO+/4nLFEunSY8wiDk86LG0ksW0Nf0gwE8i5pdN6vsJ9945Yf1yjVzOPpfgMwwolT1KZe/MeE/Wamq2beBlLHq94NznTCv9fXbclxiEfTLZPDdurvPaq7exnQIXLqyRqNb4uU/nyHVN1i6Wuf32MfX6gFLZY/1ydUqHbxiwtFygXu/8gdbPY3ts/0e3x0HQ18EMmfZlGHqCX5+Ijr77d/xoQDEHjuPQaDTwPG/KCnY2EEqUolqtsrS0xP2NDTY2NsY6NxmKpeJUP0ijsQzBoDtCaU0mkwqnIQTZbIb19UvMzs6xu7vDK6+8SrfbOUNeoKdVoE6nc44ae2L9fp/hcMja2hpCCMIwSI8xP4ch5dTH0UqTyWSYX1hgf2+PdqdDqVSawsNqtVSXp93uUJuZeWCI9Fh/qMzR0RHlMRObZxcoeXMkuopluNimh8Bks7mNnVSYKy6jlWaLYwqFMt3OgLmZBYQQUzhaq9Wi0+ng+z6O41Aul7l48SKel8GyJlA5iWkarK2t8eKLL/HGG28QhiH9fp/V1VUuXLhAJpOKy6UN4dOyAwJJNpvj5KROksSAoF4/ptfrMhyNuHz5CoVCEa0VtmXj+z7tdput7S3qx3Ucx+HatWtIKTk8PKBcqeB5HoaULC8v8+Zbb1E/PmZhIb0v2z5lhUurRCkrXD6fpzYzQ6vZTAMt1wUEhWKZYRJy97DPKPFSlI0GEUa8vfNL9IcWSah5+zjLxy62sKTm2bkeK3mfvb5DmEi2jxOedYrcaa3SF20cbwAIQt8hq2skIkDIiHYUYFvRGPLz4EOQVgyz3oCByuFIySiWiK/pzE35+tDjIFMKTaL1tAYSKVBxjGOYBHGCa1pcGWe8y+Xy6RWINDlRrdYolQtAjNIpZAwFWkTj7H3atLyz1U6ZCXMmv/XSDtWKxzMXa7iOSRQltFtDms0RUZhq5lxcr5AZCxMKKdBK02oO2d5oEi8XqFQzSHnesb231eQLu/1TLUx9OnIaOO7FVPMmTy1502SJGItnCixMo8CkGq1Jpr2BSkdjCFiCliHQRQiLNMeveBC4ppl0nKR/Xt4+4dwsno9l0MDL2w2+/32XviY0bArXGnvwgzghVmAZED4QCE3O348eqCKJ8+N2WsVmOmdJojk5HpHJWGSyDpyhC3/UKhOAzGTJXLzKW299kYqlGKiESAk8qXENOA4kW6qTxlJaMFHw+r2dt/nxP/4D/IN//zPQ2+Kn2/N86MZl3r9WwTlDiJGKuBrjSp2RBkIahFAIYY2JEEzSBWCMgx81rXCdrXpNkiz6bGXpgTF6lKWsZjG5nDMdvAmVespAmfZWCjFmgxsfSxip0LAxZkf7wIUKL+902GgMMDRYUiBMSXMQMooS+sHkQjS3j/vcbzzPd1xf5ElRZNsweOGNI37uC9v4UQJmllolYhS4ZByfOJEoLUllJhKUktSuN9l/Y4b9jQqmlRBHBiqROJmYj32wS9lN9YqEiJFCESu408hwNEjnvuvHjEJAmxScmA+sDHjpuMhJz+eF/UNavknRhXFLEBkLDvrwq/c2eM/N5fH8aQ4PujiOoFSW+FFAdzgiiGPAZmElw/F+yN07ddYv1ygUnPFDoyfFfkg7vc508KXHVUrTafv0ugG5JechSJ1pSOL41C8Iox6zc1UuXb7A3Xc22d1usXIhPyVKgPQZGAwC1Bg+Xq540wBosuod1+LieuXRi+WxPbZvUHscBH0dbK5wCdORBOEQPxoQxBPa2NMXHXDOSYiTAD/pUa4UqR+fUKlUEEKQKDXFziulUmdgnOW/euUqtWqVN998k+PjI4SA0Wg4PZdtCtpRRBzFY/pnMdkzkVJQKOS5ceMGx8fHvPzyy7Tbbe7du8vs7Cyu63J4dISXyTxEya1UWq3IFwpkslk00O+nrHCFfIEzLtLUlpeWOBgzxRULxfFxEhqNBlEUcXCwT6lcwjInNLNMx2hmZoZbt27T7/cpFgtYpkutcGHMmjTODGsoFQb0un1YFNOgrVRKqyatVovhcESz2SAIAjzPo1KpUCgU0uDCMM6dczJdahx0zszU2NnZIZPJ8Mwzz7CwsIDSelphON2pTqt/tZkZHNchSRIazSb9/oBms8nq6gUq5VSLRZOyAm5ubrC9vY0QgtXVC6yuruBlMsRRRLfb5ejwYBxwpn1bKysrbG9tUSqVyWTSTGG5XE5Z4XZ3uHb1GqaZbnLzc3O0mk0ODg9YWVlGKcFOPeD+8ZCINNPrWpJixuKdu1+hZ/QxzAwoeHXD43JtyFIhII4lrqW4UPZxTMXtssWvPG/x3qpHIV+jncxgSRCm5n5vQGCGHAwVBSf6qgmAdMA0JoKh1sxkQ+6dJJhSEymBfNAxHwdTrhXRDyykSMk+pISM16M/zE2hQomCoYqxDINvX1tgZWGBRqPBRCfr/JxrTMNGawOdaHq9HrZtYlkCdIQ/CtneatEZRXyl2efOcY9RGKM2NbnX9vjmxTLXq1m8jM3KaqoZs7XRpFTxsO2zDofGcYuYlkwbmKOEai2bNsCLFLL4y797n0iAoUDJsQ/8QIHD1Jr3rXkoDRqZPguY48qBiWDSS6DQUqNJEDqtkmmdoI0QOMYwskiZ/g6djIOhmAlBwqTSIwSY5xr4z07K6VMrtCYI4jE09fw46ykF2pkvjv8KLcleT3GhKDkenp/zoiMYRpr7wejhPpcz1ZDp4HAKRev3QgaDiAtrxZTgRZy+B43TR51zkSYwW6gQXfsAr99+iRk5wpEQa8GbPc2tpEck06DDEJowthBSMYqHHA/h2bU1mvW3+KbCAf/4tyL+wUiSjUzed73CD31slXI2XWfp9acVnpSsRXEa+IwFYM/BJB+AKn6NCtAjWT2n39UEfsLMjPnQ/00sjtPqTkq9nCb0tE5/bxhp8JV1TX7kj6zx628e8aV7DZQAS6TQSY3GkqlUA6RVoigRfPr2Hr/a3aJ9LFHJeH8DBgc5glaEP3SoLbXIekMsI0ZrQRjZtEcuIjNi+QN7DBsuvYMCrhBUZvtUZwPe6ubZu1/mWmVIzpYkeNxvSOpDAz8yWCgowigAnUIco8RgNtPHMzVLhYSdtkHGVBiI6ZgaAjKWZrMV8+tvf4UPXbqJGTk0GkPWr+RRKHqjkCBOUBoGYYxhBMwvuxim5P47J6xdqlAq2SAUvh+htcRxTKQwpkmbOFZ02j5Hhz2CIKY2k2Vm5mEJCQT4fjxd51prRn6D1QtVer0Bd+9u4mWuUpvJEUV9wihhf7dLp5MKvvp+zMFeF8+zUnjdmeNnshaP7bH9YbLHQdDXwar5ZVzXIYoDev4J9f42sfbPbVaTrOXkBZSohGHQppIrog4VrVaLUqk0PqJGCEkcx5imOWarSXO0lUqFpeVlgiCg0+nw0ksv4XketaKDY6bZQ8syp71CE29Fj50TQ55m/hYXlwiCgDfffBPXdRkMBly5cuVcgACp6Gar1eLixYtpj4xStNutlMHN9Zj4GJMdVWlNPp/2rRwfHXFhdZV8Pp9u96ZJPp9nMBjQbrWp1cakEFoTRRFSSjKZDPl8jnr9mEIhj5QSaaQCd9OTCZ0ypdXr+GOWN0iFTZMk4e233yaXy41Z7CrTwEfrhzWyp84c6fwEYUgQhjiOw82bT7CwsDit/JzboM5+kbSnKZ8vcFI/ptvt0Wo1MU2LdrvF3FxKcy0EOI5NHMdUq1XW1i5SKpfTqp1ONYkWFhbGuj+1McmBoFatclI/YWdnmyvjXqUJK9zbb6escPPz89PrAGicNKhUqnRGJpv1ETEa0xAslR2WKw4bx0e8efseYgmKsx26BzN064JfeKnKN13qc2N2iGMqwkTy6naW3XjI+hM7vLY1R3DPxkOSmDFW0ac4N8TqL/J8vcd751soXyJl8ojMe+p4RqFNNW+xG/pcqw340s4yRWfESS87htiljFxKQaIlptQMI40UCVJqkkQihaJablEsdmjV5xlE6YaesQMSq8kbnWN+eOHj0yAITp+/806kRAqH5olPt9uiUvOI44Bmo48wJb+x12SzOSTvmMwWXAajiJ4f8fmjDpcvV7lyoYIQEEYJUkp6nYDqjDFep6eN7NVqBrSeNiiXKx7ZnI1hGHSGaY+foUEoSMaB0HSdaVhxJBlbpo7xOFMiMBCcca5PV3Ka5ReTSrFC63R8DDmpRKUVIohRKgJiUoKFUyDvN1+u8dr+7njMxkd/IEB7ouzxzp0TPM+iUHDJ5Z1zWeezUODT72m+5Ylr/NLv3uXPXbWZywpGURqOZUxBlMCvbMQs18oPQcEmlr4O0vGdMJdpDd1OQC5n43nmGYbG8ytxLMGDIc5DA5cqcyx/83fwdz79SwijRURMCGMsoEZIBUIz8l1MS0FsIYVkqZznpQ2Hb13ocSXv82rg0QxDfuULB/zumw3+9g8/ydpMlpShTgCK074gA7SVOsf6lHL73QKdCdrg3UyIU8a/s8FrFKtUW8yerAk41XJKEwtJkoxJEQRnH94k0ZhW2nuHgGLG5nvfs8h1zyFXcXn1uMnPvjScBkCTNS+lwNCaIIaCm9BIZLokRbrWLTsmDA1adcXcjMVOcwHTGldizRDH8xGBTRBbOEUfK9tFIMhlByhtYGb7bB0VuVOfRUq4MV+mN2wyCBRSwJMzPrFSGEJgyEn9TiNIEMQoLTBkqo03IWpNiJEyIY5MXtvbZmt0h3m9yjPVG2Sygs5oxCCMxo93SqLSGwUYQjC34GEYkq2NJvFKjnLFpNkccrTvUyi6VGsZMhmHdsunftwnSRTVWo7aTCYNksbscpNqb7vl02n7JLEiSdQ4OB1XqeMO12+sMhr53Lm9ieddI1GwvdUkSRSXLlfJ5W2SJGUE3N1us3axMtaA+oMzCz62x/aNYL8/6qLH9v9Xk9LANGxsM0Pem6HgVjDE2ReNnr7USP+JAIJ4QKzTvppms0kcT8Qp0xdhFEXT7P4ERRLHCWEYsLK6ynPPPTdl+zrZv4eKA2q1GrXazPT352x8/maziWWZrF5Y5ebNm9y8eRPXS5nQDg4OqNdPCIJg7Fhoms0mhmGQzxfSDG4Y0u12KZfL5wOmCYaFtHq1tLyMUor9/f0U+24YLC0u8sQTT0xhcUmS4mCSJGFra4vbt2+zt7+PaZk0Gg1Go9ED95Bu7ZqUsc2yLLrd3nRsbdumVCqRzeW4fv06KysrZLPZ8xTjDyan0xHHkJKR7/Pmm2/Sabe5fv16KvqqJwChM9994Ptap7TjR4eHnJw0OD4+RkrJk08+QZIkNJutdIOTEtd1KRQKXLt2nUq1ek44M4oiBoMBvV6Pra1tojgNJKRhsLK6QrvdptVqTR2hTCbDwsIi+/v7DIdDlDoVWp2bn6c31GzUR4RaYZmCS3MeVxctoqTJ3/753yaOoV/PUigMyM3FCAntA8FvvpDnn/z2HD/52Tn+8afn+OytDL3IIlYe12/s8eyH7nHtg+9w7dldyrWQoONSdCO+7/qQN45dklFuvB7OQq70NAs+7JVQWjCnHZQM+LbLdQa9AaWMjwASJYkSmQZAhqKY7TEKPCwzJopNlDYo5voIO2A2E+HaQyQaU2reu1JHmnAQ9Pnbv/Tjp3P8YJVCn2moF5ILa2vUZubodGIGA838fIm2JdhuDalmbbKOmVY2VEIho+iHQ372xde5X38TPxpimYJqzUszu36UrtKJM6rSPp1yxeXSlQqZjMXR4YBbb9X50qv7mJNKBqmDbianf4wkHcaFvDmtRqZrNq0CCWFMYU2n93oaJEz0g+Q4IDKEhyGzmEYWQ2aRMoeUeQyZQ4gcEhchTaR0+djlZQpOcm7pqzNVoLIr+N4PXmd5uYhlGdTrfe7dbdDt+g89Hw/69O+9WGBrOOIn3gr44k5MlKoM8FY94Z+/GfDGqM13f/Dy1KF/uG4xDvbE5OezkC97TKM/hrsJMZYrENPncDJQjwoo/sa3fzfNwCGRCsuMMc0Iy4yRQjMYZvCFQmuDojHDlbkqPd+fMr7VvFQawc5LXNeg1Qr58V+8Q5RoolgzZXzTNmgH9Lhn6cxY/cfY6Xid/ltrTRSm12UYEybAUza5yfxEkZpq5Ey/jyYKFaZpTItuEwIQx5DUcg7H3QFan1aAzs7JOHxEWgJhnKLEtIAodLCshGhocTAAu9rALQxRpqLXrnC0t06jvkw08ggHHsJQCDMmTASB1mQtRcUL0eM+wP3OkF5gYkrNh5aGXCqFp8+9ENimYhgZ7HdbDKL0mpVOSHQ8HbOzwadrmkRRzEZ4h5azRz/06fnB9BmcWKw03VHAKAqYnbNZWPLY2+lycNRDOxGlRQNFxOZGi9dfPeRgv0NtJseNm3MsLRdwXeuBdxMMBin19fx8HqU0/V5wHk0Shyjd4cqVFeI45vXX3uHeO00s22L9cpVcPk0cTogSlNYcHHRJEv04AHpsf2jtcSXo62bpW8U2PUrZBQI1wI/6D0AZzlKYaqIkZBC2yRdqtFtthsNhqkcjU3jXRJRUjntutIBEKcIgIl/IU63VeDaT5bXXXuXk+Jhep83Fixe5fPnSlKb5FEqepmNHI5+TkxNKpRIZL236LBaLFAoFhitDDo+O2NraRAhBuVymWCxyfJwSGZimidaabq+HUmrcaH727k9NK0WpVKJWq3F4eMjq6iqe56FIg8aZmRnu3r1Lr9ejVCohpKRWq9HpdOh1uwyHA3zfp9FokMmcZXg77SswDINsNku7k1aUIHX6KpUK3c3NNIhLv/LgNJ3+c+wcaa1pNBrcvXuXdqfD+vo6Fy5cOK/j9OB0j9Os6YY1oNE4YTQcotFUqhXCIMB13XHlq8/EOXCcVMhuwhY1EaFtNhpsjem3Pc+j1+vSajbT3ikhyGZzzM3NsbW1RS6XO2WFm52l0Wiwv7/PhbW16SXm8hXuHAQM4wQpYaXqslqTIDv8nV/8bVojH6OsuPOOwdOLNtGlA46seQYNi2gIfheSjGR12SfnKe4cZpELmv5oLq3UoFEiIekZzOaz/LFLTb58N8Pz9zTf9WSJXSPEcn2EPHXKlBbUW2Xq7RI/y4jvXRHIUBDnuvzJZx0+v5lgWQ4qcdFaYMiEbhDTDx0MM0EjsayYYq6Ll+tiCIH0s7QGhRQyJjV+AjqRmNmYzU46xipJwHz49XgWUmWZNsvLqywszqH1EK19fvHOIRqwDIlGM/J9QgaQKCwpOe4JXtx6g93WPZ5d/TAzswV6vYD9vS6ra+U0+zzG/U9gfY5jMr+QR2vBycmAT203sNFYCiIJ1jhJIsbBRizA0fDJD5RJxmzjab9fyor4KDHNs/c2CYhOF79AijEES1hoVAoxlAlCKKSMECJCCDhuvMKffU+Dn365Qi88D9UqOjE/9j3vIZN18DKaYskjihJ2dzo0Tobk8y7iq6TlPNnkQ9fgC2/Cp5ttfvnIRWiw3ZBG0+Q911yWciFpw7d4iIL4UfeZJoo0rmedJj7Gla2zz/70uqaJm7NMnukPf+87f4i//9lPsz84wpQJiZaEkUVgBim5hD/D9z73fqQO+O1b28y4UZrcSk6JcFJhVMW9rT5/6V9+BWlICrbJxRmbH/3WJ9L+okdUqqbX+eCFT3/3bp+FBwOgyb+DMIWpTqBuD55S65Rl1LZPe1sBUJo4TvAyKdxSjQMgzjw7OddCkFZu02LRBJ6qzsAmH7j28Z5mIEkANXTQOUXXlwgtyORGoEckviboFdGyjDn0yeY75Eo+prY43l+hOXQBTSHXpju0+ZPXVlnM3SbvKlw3SyeKCeIEW6RR9lsNg1ESEw9NLEPhxwagkGYynX8/ljimwnVDtLbBVLxxcoeyUyVWj56rMFa0hykCJFMU5CPBIAkwYjAsSWnOYmbWZW9rhGVbzM5lH+q9hVTItd0esbvToVB0WFousr8r0meqkCYrR6OIQT/E9zto5WDZFt1un2q1xMW1FYQxYEK8AalQ6upqmY2NJvXj/lSP6LE9tj9s9jgI+rrZJDsr8OwiRW+GWAVEcdolegoJOQUoaK0YBV0ymSpexqPdbpPNZjHGUKcJHO48xl4RRSG2Zad0puMqwtUbT3Kwu8lbb73F8fExV65coVKppGxIY1y+EJJWq8loNDonwDrJlOVyOdYzGRYXFjg+PubevXtIKYmiiHyhgO/72LZFq9kkn89PNYrebTQMKVlaWuL4+JiDgwMuXb6MSFI4yYSBrj7uNZLSoFgqUyyWUCohDEOOjo5oNJvMzc3hOM4UyjZRhZ8EcNs7OwRBMD1vLpdDA/1+D8d1zszOZCMWCJk6RkEQ0G53ODw84OTkBNO0uHnjBouLi9PzidPOVs4fDFSiaHfadNqdaWB4oVSi2+2yu7uLEALX82g1m+kcIDBME8M0CYMQndP0ez22trc4PDjAsiwurq8zP7/ASb3OwcE+xWIR20mzenPzCykr3OEhF1ZXgZTtbHl5hTt3blOtpmsJYK8Z0vJTx6ectViuSiRdfvmFT/PGnS7CMtlKJHkHtl9cYO25I7zLOwyWXMLQxDI0FzyTT9oL9FTCL9Blq1Uj8kGgsA3NSi1idXHIU3NNMrbLk4tDvvDaHL++EfGdV9d5c3iA7fkgFUFgEgZZ2r0yGoNX21lu9yQfrNnUnISeUghskjDPJ6+0yTsBhoAv785x96jBzEJEKGOEEWEIcIXEDXK8vFskpeKWXCz3eeM4j2G3UthSijLjr/30z/H//PPfj2lZU4dzCitLcS1MIGSGdNBaoLUkURMxUkEUxgRqgCbBECaGAUkscYwMw6DHG3tf4UOXvo3llSL33mlycnRCMQdCWkh7oiSfMsnV60Pa7RFdR7LRHGJowQeL8MWOJpKny02Twoa+bdVFSpfjhoNSkpwH+ayJFEypt9+tgqDHmYAwTJ+RwWBINpvFNCf9dSnNvBYmhh5rb0lFHLfo9DapegH/1Qf3ePEgx0bLRQq4UvF5djGmYKeV2gkZjG0blMouB/spJa/tvLuYahwP+bYrQwzD5vWDHCpM79c2TD70tOKTl1skavTI7z4Ir5sEC3Gs0l4mawL7FdNrm/w7/d74fX0GDnf6mj39/P/1459gr9Pmp19+jf3hEYmZIJMyOTXH97zng3znM1f4/Euf4agf8MELAUEiuNN2psdPYkWiFWnhRZIzTQZhwu3DgP/pV25zZV3yXU9de9cxOn9dX9veLUjUOqVENg2REiCMHfnTv9Nxi8KEbNZGSjEdW6UhGWsHTcdGgDDSH7SGb7myxK+/1SBWYGsxhnLqcaVFYEhFv6XP7IOnFscmgoS8G1ByfBqjGq1uaRybKiZCsVpDHHg4uQ6uVDRauWkAZFkRxXKHSGS4XJ2hWjDZa75KL2piS7Cs9DpuN21eP3YYBS49ZXKhOKLlW4xiA3MMJx2FBolSXJzpEqsIzzMxhEM3GNAJ+mTM7KPHGU0QJzQHPmjStUJK3BInKWFEMSO5cCnLvdt9up0R5Up2OkdRlNDt+DROhgyHIfMLeWbnchiGpFB0uXvnhMP9LsNRxHAQYpppn5FtB1xYq9BtFzk4qFOvj1hazhMnvemzD5DN2Sws5Nnb7WDbJuWK9x9ddXxsj+3/aPY4CPo62IN6H4ZhUvTmGEU9uskJE+2JyWZ0uoFrwnhEEPcplQocHhwTBAH5fB4xrgS53nk63kQp4iQ51QeK0kx3rlTjA0vzbG5tsrW5yQsvvMDy8goX1y/iud4YJpWwv7+P67rUarVH9GukToLjONi2TaFQYGVlhcFwSOPkhOa4KtPv96dB1IOmzwYIKu1hKpfL7O3tsbyygm1PBC3TatDm5haDQVoBm2yuhmHgeR6zc7M0m03a7Q6zszOPOAkplTdpJSb9P7Asm0I+T7PZnBJOpOxHKVg9CAI63Q7142NardaYLtxmYXGRlZWVNIgaQwFPd7txmvmM8xWFIY1mEyHSwEsaklKxiJSS4XA4pTk3pEEURSilMAxjrEEi6fd7tDttdra3iaKYxcUFlpeXyeXyIASzs7M0GifU68csLi0hGLPCraxw/96YFS6fR2soFAtUq1W2tra4dPkKAIedAC0EGUuw5h7Tf+cu/+ytV9kdeogonYej0OC9CzEbe5JXPjvPhdWElVkfbQrCusN3XHawhMSOJX9qtsROecT9UYRCczlrsSRytPJ9LANsy2Q2H3Pj0pBDU/KZruaStYDb7XEoA4RMGPUNfP+IaiGLRtPoSN7u5km0RinohzbLRR/bDAgSTcHW9JM+Fy8nFNo32Ag3ybgJaEG9a3PULSLMNO9c9iKKhTZRu0I+q7lZFlyaT6Og9164x0/95j/mP//W/wLXyjxQlR0vnPQBGGexUzruSzM1Xtg6JlYaPwxAKKRIhYH9yCDvKfIeCDx6fptG/5iiXaDqbTE6PCY2QRoSyy2SqV0jJsfhfp8oUqxeKPO5l3dQWmOZkjcTwUfLCe/0NEdRuvRmTbg2Y/K9f+wCO0ezdPwcSkvMTkzG1VRzgmrOxxgTHbiOjW0Z2JYxdf4nMNo4PqVgC8MQ0zzvBGk1gbqlgUOvf5c49okSTaIlT872eWqujyEFltQgDIKw99A7IJNJx240irAdc3wND79tpOFgm4rvuhHwwTWHOwcpHHh91mQuO0oZyaQzmZZ37Q06a1GoMAx5jgZcCKbvqgeDpwk87uzlna++aJaKRf76xz7MUTtkvwOlfIUnlmaI/CY/9zu/zG++vcl3rvTJmprfO8pSH1kICdpP6du1AmmAYwpsQ2Ibkn4Ys9Mb4W5n+Cfd1/nhDzyBY707JO7RvWy/f0thgqle1YTS+kH41YQNcaIhpbWiPzxkOOoQ6wDEElpnpmMkRKortLvdwbQkz87ZvHAQESaaMekoiU71k6puxN22yVj66Nw8JAk4mZhCdYRhQq1SJ1EGvUGeCZkEgBSKYqFNudhCKUmnV0QIhWlEzM4c4yc2wkz4d6/dJkgCDKPMSmlEwUl7f7bbDrc7NnFikCgDy4hphYpa1qcf2PhJ6j5ZZsLqbIdCLiUdShINZtrf5Jjmu64/MV6kYZSWayfdp2I8YLFSdEcB1aykOuOwv9cll0+r+Sf1AfX6AK2gUvFYXi2SyYw1h3Q6fyM/4v69BqZpsLRcoDaTSQNTMUZX1GYJo4j793bI5a5RLGWIk+GZ64NyJUMQxBzsd9MExeMo6LH9IbPHQdDXwR5inkLgWDlKmXn8cICvBjDJOI9Na41WEOuYYdCh7BVQSrG5ucnMzAyO4zAcjdLG+CmIWhNH4wbqMbQnTtIgKA5D6n6H5aUl5ufmuHv3LpubGxwfH3H58mWWlpZotzs0Gg0uXLiA63po9WhssFKKRqNBuVymWq1SrVZZWFig2+mwsbFBs9nE8zwcxyGXyz/iGCJtPxWMqxTLvPbaaxweHHBh7eK0qbtQLOE4hzQaJ9NgZnynADi2Q6FY5OSkTrlcmtKBnx1327ZTSFy7Pf2dlJJSqcz29nYaMFo2fuDTaXc4OanTbDYJgmAsmppSZZfLZVzPA61T6BRp4DS+HcaygdMq1GAwpNVukc1kKZZKp0CjscNnWRZKKd566y2CMIQx5M0wjFRbQyvu3LkzZaNbW1ujVCqNdZvSUXCcVDx2b29vTO6QOiClUpliscDO9jZXr10bi67CwuIi9+7epdlJs+ex1lgGZII7/NTvvMKbI0UnKKE0RLYg6oKZ1bwkTNYXEy4l0Okb9EdZsjnNntbYtiQjBN1AQ2SwInKsZDRaC2Y9wSuNhN9rFvi2S01yjPBjzR+91uLf7lZQSnB3lAAZEOm1IyFfsbFtn067hmdLeoEmGTeMl9yIZ+Y6AJgSEg1+ZGDJBt3SG/zFxe9A2wb/5oUXibUg4ypsQ7FWHoIz4CtbNUrFQ75tRTHrStRY5LOQiagZ+3zmtb/P+vJ3cqn6BJa0p/N7+mxO4FMShMUHL13iN97a4LjTJ2Ml47UgCJK0B+Fy1R/3QZioeETfb6OO7kDQQkqDOJE4piQcNPAHz9OJr+DlK6xcKJPJ2LRHEZMmdF8Ifs+XFGy4nNH4iWI3gg+s5jlqVmkFJdS4ihlpg44PvUCw2xwgGJHSr5sUXYuVmk25mMEck4EkSSrADOC6LlEUEwRhCsscB/x6/D6ZoH3e3H2DqjOem8noaIgTjUBjkjwEg02fSQPHMen3Q4pF7yEI6sTymQXqhksYD8mYPldmR0ghybtZkiTAsfNkMzOP7Nl5lE2y6VIybSA/nWDOBUWnP58Pjt7NhBDMlWxs5bO1d4dP7TzP1uE+NXvEd61G9CLJr+3m+fJhJj1WAmo0rrRosHOSrH36/spYBt0wZibj8amNDYp2kT/1TRcmd/LIezvtWXnw2s5+7lEwt/SdpVRKAPBulowFqA1DMvLbHBy/SBh1USqFvbZ6WyAvUS5eHQeZ6Wdd16BazfCjF5/hl9865NNv7dEP0ovwzISCE3HYtnEKgqCt0kBonPDSCiwnYeXKCY6bQjBtK2Fpfo/jXo6gVyBJLGwrIJ/tUqm0EQI63QKmGTFT6ZPLdwmVxdC38XsK3wloBSaW1PSPcmgBfiyxpaZixnRlRCQVnh0SJgYbLQdDaC5U04C+VNmhI0J0YjCfzxMEEX7ks1SaYS5fojP03xUSN56hdAd8xKKKEsUgDCnXPFqNkKPDPqNRzKCfVn7KZQ/bOa+NFYYx9eM+5bLH7HwOfxTTbAxJEsXCYh5pCJRKSGSHS5cWef21e7z91j2efe81bCciTsLpsaQUzM7lGA1jdrc7ZLKP28gf2x8uexwEfT1MnAZCkyZUQ5gUvBqDoEUYj0im1SA9dXr0OPutdZqpNE2TXq837b3pdbssLi6cRdClDGpCTJnOkqmSe0Kv2yXjpoHDM8+8h8XFRW7fvs0rr7zC5uYmWmuklCwsLExf1o9KBPV6PUajEcvLy1MnybIsisXStEKUJAm3bt1mfX2dcqV8rhp2lqVKac3MzAyFQoGdiQCpYSJIjzkzM8P+/h7zc/O47nl4nRApK9rdu/fGdNlFOHeedNzK5TI7OzvT3xmGQalUYmPjPpsbGwwGQzrdDtFYYLZcrjA7O0OpVMJ2UkdYqQQ11veRYwakicN7Gpxpkjim0+kw8n0q5TKelxk3WaeOxiRTm8lkuHb9Or7vE/gBB4cHUw2oCUuf4zhj/abZtEKmJ03vmjiKaDQa7Ozs0Ol02NvbY/3S5Skr3NLyCrfefot6vc7sTFolsy2LC+tXuLMzQABH/RZv7t+h3d6mBfiRhSEVpqFxi4KwKxmcJGTKknvK4B6gTVAhiDYYnmCv7XN9JstMTtAYaJROx6SaEUTAK/2Ye70MCIP3LvSpuSMSbaRzIzRapjCUaaEFiJRNGHr81992jc/f2men3sYQmsVCxGKhj2OmY5AxFfWBTSvS5LQglj2GuTbvX73Cf7f4cV56Y49/c+81+rHmrbaBaUGuss9TVZhzBZ1hGiQBJDIgFDGO6vLZ2/+Kf5tYXKo8x7dc/DiLudnzgZCe5HAVeVvwnZeW+Lk37tKLE6LEBCGwDLi5EHCpMiIKDQwrXTDK7xKN2hh2BqEEvh8RJ5IksUH7lLMN5tevTHVYZvM2hhDEWmOM6fEHhmSoFEEiEBJuzmUYhG4qv3yK6xpfIYRqEjgbhKFiEIUMophrQlArZlLiFtNkNErJCgzDwLZtlFLEcTxdkypRaJUQx7DXanHY6VOeSZvdkwda49J1LvC8WdKyx+kHJs3YSZI2359Syp8XNjVNF+XM0hu+PU4ypOtrEARIaTI/9wGEeHc43cOW0g7LsZ7NZJjO9hKdhbxNrvXhStWjHVylNN2OT6WQ4emVBT7y1DU2j074vfsnvHrks9sMUYki8TUMIYk0KgbTEczNutNkBXD6s4a8LPN7m4d84skVHBP2W4NUgLjsYRkTJ1VPA6HzVasHoXzjTz/Qi4qAbMbiuD4gjlPyg3NkPUCSKDpBzG/dPWSvuYElI67NZFjIp0k2hKLVvYNh2JQK6wBYliSbtSkUHTTw4ZvP8oMf/k/4yu1XSFRMr5vwk599BWUKzGwahEV9TTLWBHYcKCwn2PlTaB1xgffXKvxmsk840Ni+RbXaxTA0A99hFGdAQKnaIlGS5qhErASm1WdGzNMJTVxDcUamiaypGMSSjCnp+wFZN53lUWijtSAGDjp5AAwnRMSKbqCp5WJiM0BGBhfty+RclzBO6PmngcVZ+/0E7KMwIWMnzM47bNxt42UsLl2pks3aD30/ihK2t9qEYczlqzN4nonWUKlm2LjX5OhowPxCDiE0cezjOBbXb6zz2mu3uX17m6eevoiUrTG7aWqmKVlYynPnVp29ve7XvN7H9ti+kexxEPT1sGlPAaeBEGCZHqXMPMOgy8Bvp2SkmtPMq9ZY0iPv1ZCkvQrr6+vMz8+TqIRbt249RFcdRRFCyHGGN6U9BVAqRqkE23bQKmUzm5ubp1qrsbuzMyUhKJfLmKaJIQVJcn6znIiLHh4dkcvlUpIGTqEovj8iDEOefPJJMtksO9s73N+4z2V5iUKheCbDOh6L8R/HcVhdXeX111/n6PiYleWVsaCoplQucXh4QLPZYGFhYfrd8RWRzWbJZDwajcZUv+hMTMhEIDQN1hSjkU+nc8jh4SHtdptOp0M2m2VudpZKtUqxUJhCCZVKSJL4FBoj5DigGYc+GpjQ1QKj0YhWs4VhSGZqtXFmXaNVMiVgmOxhUkqKhZRwot/rc3h4kIrhjk9mmAZLS8ssLi5Me0XSoFjRabfY3Nyk0Wjgui4XL17k5OSEmdnZ8TgLMhmPhcVF9vf2yOdyuK5LEGu26yEnw5AZ4Iv33uC432Exq/AHNraZTK/Py2r0nKJ3LPEbmrR7N70OwzWwy+kH//7tTf5WZp2ZjMdKWZCkzL4ME/jUXsRGOMIwPIZRkV+85ZExExg1CB0TMxtDPIGDpH9LmTpkRcvmvSsXeGZxhc+/+LtgbAGKYMxc5BiaUST5vb0chXwLpQWmSPjZ11/BFjM8s1Li2toMf8F8Hz9x+3dQIsZwUpjcuieIIoHjaNwzFYFYg601FVOwMerw8v5n+c37L/Bk+Sp/7r3fTTU/O50HrSOGoy4b9zaxhn3+m297grudDl/eeBkpYtZrkkpWEUUGUaiIdIBre2SiEIUAkQo+aiDwYyzbwDQcZNJGkEyd+2dXq3xls8kgSIiSlNZXqJTKWGm4XLNZKJS4f+yeSzScM3H+Hxpo+4qN4wFZ1yLrnbKiTZ7nSQJh0muXPg+aZBQwHA75hVdf4mLRIogltpmy7k0CoYm+UZhY5LLLCGImUrYpdW/CaBRRrWVP+0dg2g8yLkzQC3t88egdbK1Yth3s8WLpKMnuyCdsH/Ch3NL0OT9rj0repLA/hW2dre5M3xQPBUDnRk3wQJDxQBABhEHCaBgxv5gfj6FkfWGW9YVZfgiLru/xb377Lp97ZZtBEiINgZeXzM+4FDPnt2Y13iMKjpVW30j411/aZbvZYhCEaaIhZ/PtT8zznpUch4NjEqWoeVUKTu7ctU1owh+83geDnELJoV4f0myMmJs/PcZk8F7YavJvbx0Q6jhNZJDl5QN4ci7iw4sRpuEQqxGd/gbFwgWEkBhG2oelSREEv/3mm/zIt1zg2vJ14iSBJfi1t99h72iAL8HISAwv7aXMaHBdzXtWlri2+mHyRoid/A7lQiF9VhT8enjExt0q+xtVtDRZu3HAyAbDARWkkYxh+JhWxKiVpWoLhgHnAqDJ/LqGoh9LqrbFUAnCcd8fIlXuUSr90mCQxfY6CKHZ7bTIiDzfsvYcTqeMjiWuZTII4imxzR/UTENgSkm5YlEvhLiOjeuaZ+ZKoJSi3wvZ3+/SagzxMhZxpNBu+ols1mbtYpl7dxs4jkG5kkpVhFGffKHE+voKd+5scu8dl8tXZ9G6zWRNR6HipD5AJfqRkPbH9ti+ke1xEPR1sAncIN07xy76OGOecUoUvBn8cIhKwrEDoFKyAi3JeRUydpFmvY00DKoT53rM2GkYxnTPnmrpGBJppKQGo1BN/hMQY1rY9AuJStKNen2dMAx5++236fV6PP/889y8eZOZcQXh7KZ5fHxMr9fj2tWrD7wg9RQGl8vlkFKOhTgVm5tbXL58mWw2y6McDKUU8/PzbGxssL21zeLCwjRYtC2LWq3GyckJlWp1HKCcBlGGYVCrpcKlvu+TyaRicincQE/Z2yb38JWvfJk4jvE8j9ULF5gZa+1IwyBJFEop/DEMCJFWKeJYMwoUCoVlSjzHwDJk2kQ8vs5+v0e32yWXz5Mf3//vD06dUoOn4zCBRAoMaXC2xKeUpt/vs7O7w/7eHlJK1tYusri0iOu4bGzcZ2d7mxs3bmIYBoJUVLbZaHB4dMTcwjIbhz77HT9tStZw3O8Qi4B6aJAyBZ2/skxZI1xNMtCYMiYxBE5ekncynPTStep6V/hfNgO+yWjxvlUPKSR+rPjsts/vHkk+8oEdXr5/BT9UCA3DJGLl0hH2zkU6iUAYOpVE0WlfhJAakUiuLKbkDVIKnlh7ht95SxCLXcpuiNKCOy2b1+oZQnNALTfuOxGCKEn4F797n7/8rdcompIwSPjL7/kWfvHu5zkaJgQR5O0A19SgDAYqoTxlAtMkCFwpiJXElArH8Hn55A5bv/ZPuOHW+D9/14+gdECr1WBrcwfLUpRKLoP2gA9dmmO1epnbBy+htCJKbLTQRHqEqS0uzz6FbO6RIEhiRRgmqERjWSk8LC3yqWmPIMCzqxWeWanx0uYJgVIoIdJqmxTMZQ3+9AcqjEKbWMtHPVpf1ZojzeZRjytLJaTQ0yb4SXribECSVmE0o5FPz0846fcIoww3agMilZJgWOMANlEQacFmr8oHidE6Onfefi8kSRT5/IOZbTGtQAPcbtxnFPvYToE9bdHvDdN+wIxNKBJuN+7y7PyTuKZ77vjv1hs0oYHOZK0zlZ/TpMzv3x4OgLTW9HoBQorx8c8fUwqDWj7LX/meD/OXvwsO2n0sQ/J//8X/wDBMzl2C1ppOGFF2bPKWQTNuIYMyL24dUvBMCp6N0orjns8//907XFioUy62xhUdiSVzeFaNmlfkidoyFS+La1pYhsm7BUCQVgBmZ7McHvYpV7w0WBx/Zq814hde2ydUiqI30Y+S+LHglQOTkm3zgZzGkDZxPCKOB1hmAcOUBEFMGMbEkeLX37jPN6/v8dTFZXojn2EQ8P/4oT+FlIK/+A9/Ah0baUDsJPy//8xHKBbzmEYO0yiwu3uXvROmwf6Ts3mWbM3P9UNeeNVFRbDxxgKXntmjXfdwyyOkoYgDk0G9TNbw0fl3n+00EBdYElQiSJQ4+wqerqvdo0WknccyFIKI3ZernFwM+dMf0vijBCdjYRkBQfwuJzp7zgeObUpJ3nVwLBu0ycJCnu2tDof7XbK5tD8oDGM6bZ/BIMQfxaxcKBFHCdtbLdbWK3he6uZlczYLSwUO9ro4rkl2LHwaRl2Wlmv4o0V2dvbJF/LMLxYIww6DfjAWbFZcuFii230slvrY/nDZ4yDo62njN52QYvpitQybYmaO/qhDZ1g/LUtr8OwcxcwMwSim1WqxsrKC57pT3LbS6lwlSGtNGIZYpjmmWE4FGgGSOMZx7NPAZZx61aS6GUdHR1QqFVZXL7C5ucGLL77I2toaly5dwrIskiSZMpqtrKxQKBSm5xRCECcpDKxWm5lC8eSY/S0MAzY3N7l8+RKu6/Kobci2bZaXl7l16zb1ep25ufmpM1gslTg8PKTZaDI7O4uQxrTiI4WgVCpxcHBAs9XCNC1836c/6DMcDOh0OvT7faIoolQqMTs7y8zMDPl8AcNMA58wTgiGEcNAMQwnjEhpOnwUJgSxYhCkVRrblGRdg3LWplawcUxNv9shTmIqlQqO45zrFZrM5Zli4BmewNNAbjKfk+9Jw5jC48Iw5PDwkK2tLcIwZG5ujpWVVfLjyhfA0vIKr7/+Go3GCTNjymzTMFhZuUCzO+TO3oh6P+DnX/sXFIo+P7jyXempjAilzTMQxfNm2hrbgbXaiLKAdnyRvXYXA00iBDpRHJ1Y/PvA4tMNjW1EdLuS2DdYvzqkPrJJEgPDMXCFIBZ9HEPTW9jGPblAZABmMm1rMyOLnDPiI1dW0+sTglI5w43qOq8MDH5ld4MgtNBSkSsekXf8dLxE2odk6xqNUcSvvrjDR+ZL1GYzdDs+f+Z9H+dTt+5z1D5AqYQoSWiN5BQOx/j+DQSDJEEg0uNJlcJ8VMRxcMLf+qf/kD/7iW/n8PCIWi3D7HyOKIq5984JRwddlhcvY5sOWye36PsdAHJ2jYq9xmJxnVa/T9JvEIUS0zTSRvSJY5pEmG4eaZxWX2xT8pc+/h7+2a+/zOvHLRhTKl+b8/jkEyWKjmKvkUP/75CAixPNXjsiY3dZnSucccjOVn8nlPMQRTEKSaINTCnY7zm8eJDnfQs9QhL82MAYV7f2ey6dZBkeCICSRNNsDMmPBVPPmYCzCrDNUQsmED+dAufSfixwDBs/DugGvYeCoEeZ1tDrhQwGIZWq9wceq69lcazotAMKRQfLenAuxv2DWgMK07RYrRUB+Gvf+Qn+x//waTpBjCFS0F+sNHnb5I9fWuAz20c4tmLQUxRsSd52x/1MitD26fYCNg6yLFVC2mGffjRA0CPWTV45dvjUxitIDFQikbHLjJvjg2s1nlu8gichUSGm4WGaKcFOcVwNardGzM5mp3fw/HaTUZRQ9iwSFaVJEwmuqfEjwRt1m29aC6b3e7ay1myMGI3itHl/BH/nl3+GH3zfJ/joM1co57LEScKbm/uUjBnu9jb5+DNX+KZSjfpxn9FAI6WPEAParRBDuiQqwDDSADqX9Xju2gFvHxUYNtPldu+VJbLFHpXMEH9g4pgwsgW9ZIEZ0mtUeiJEe2YOtcAyNH4cMVdQ7LXH1bDJ2psk36TCD1xGysQ2hggkr93v8NpylplZl9m8jW0aBGeIRqYr4RER2ORxM6Qg71rkXAcpJMNhguOaVGsZOp2AZnMECCxLUiy6LK0U2bjXJJOxKJbybG222NvpsHqhhGWnkONqNcNoEHK432NltYgzriiFUYuL67P0+n3u3L6PbV8iUTG7Oy0c1+TiShHLNkD8PiK5x/bYvoHscRD0dbRJdePB7Kdr5ShmZhn6Xfx4gNYa07ApeDMYeBwc7VEsFqlUqyl18/g4KlGYxumUaq2J4xhrXC1JlCYaY1TCwMdznbSx/szpDSk5qdfp9Xpcv3GDixfXmJ2d4fbtO2xsbNBoNHniiZtkMhm2trcpFotpIPLAvQyHI4IwpFwunbtnyzJZXV0dEzFscvny5TFM7PQiJjCvxcVFNjc32drenrLTaa1xbJtyuUy9fkylUsZxTaRI4W3DYRro+L7PnTt3uH/v3rSPYdI75bou165dY3d3l6tXr6bjEcVEQUgcKxrdhKNuxCBUJJx1AAVSgGNJirlUrTtJND0/pj0IOWoqKm5EtZChWqlimhP9DKbwt4l3f+rIpVl1tEaPs9BpNWtmOpdiPC9BEHB0dDjt+ymXy1y/cYNyuZJWe8ZjnzIOGniuy+bmJqVSCcu2URoC7XDQiznqd/kPr/9rcnNNBvFpdk8lJjlX0RxZqermA6aUJO9GfPdCj5/67Ap/5QfW+KWXvsCXjxyWcyN2+wWcrE8QavpNiZQapwT5ecnVC0e8tb+CFAY6gSgKsGxBP7DQJxf5C6senQheasd0Y828LXnPnKBvRKwXZpmEi6YpyeQcum9lyBR7lCsjEiXRegLf0kipCMIM2q8w9Pt8efuY63OCJy5epdkYsL/X5k88d5Hn75e4vbnFE0t1bH1mFQowx3O1HyTTqZv2fMmEunKwOgn/82/9En/lk5+gWEp1bqRhsrRSZGujhedZLNQuMF9YJYiHoKFZj+h1A1qtISedPI4ysM0Y07bHMNKIKPQxhCZTvsBklQBI6aCGgvcUPL7t2iq5GQtT9Ch4mjAa0upa+JE36az5A1uQaLaaIcVcTGbcmN/vD8jnc+PgPGUBSxJFkiREykAaiieWFvjivQ2+vFvksO9wozaglgnxY4M7jQy3TrL8t3+kwnAY4nnWOGmhGQxCRqOI+YXKV23CB41tpHDSKFH0fJ9BEGLFBoaVamhJIbGkNf38wyamfZGNkyHHR31yORvfj2mcjKYEDY5rjgOLM1mLR47mo3ok03MMBxFRlFAs5R+qAgkMDJHFkBlgzLg1huJdmpvlT7zvCZ6/vUEvjNAa1ktZLhayfHHvhPvxfRJ/FlMKbDT9/hDTNDEtSS8cYJuaKLY57EpiIxiLcEsMHaIURIlE6wSVGCAiNvoBd35P8cWFN3nvrOByJodCcLuh+Mx9l25g4VgxBTfA0C5zusJ33XyKneYwDRpEgmeEdKOIzlAjEWRtg24gGYUCR4ZYdh7byqEUBEFCuepRrXopLfnvahq+yf/y27/Av/j1KrOFEv1RwE7jBKcQYuY9Prh+CXXSIxhZmIY1DlZ88vkiZed91NtfIo5HGIabJuh0QqYYguMiVdpHG/bz7LdKqd7TGDWhEs3WkWC2phjFkoyppkFJrASREpTtmNmizQ89a/BGY4F/8/xh+p4RCmmM01cCtJYIoQgbNpYh8EPF8/c6vP9KgfklB88yGAYpccu5FTStUp6+uyfHzNgmhYyDIU1aJxH9Xsz8QoGFhTxzc+NKrRBYljHdawxDoMb05MsrJTbuN9nd6bC8WsCyUpKd+YUCmxst9na7LC4V8DIWSsVoo8e162u8/NLbvPHGXbJZl5mZPOWqjWnKKUvgY3tsf5jscRD0dbRzujtnNlkpDXJOhaxTJghHKJ3g2SWydoXmSQulFEtLS9i2NXbK0hef0gohJVqBFmPV7zgm43nTzX8SBCmVYJjGNON+do/f29vDcRzm5+aI4xjHcXjqqaeoVivcvn2br3zlK5TKZaQQrF65ipTGQxjzdqtFxvPGlZ5TE0JM+1bu3r3LwcEBKyurDzlASikcx2FpaYn79zdotVqUy2USQEhJtVqj0WzSH/QxTJOTep2joyPa7TZJkkwDgQnJQi6bxXYc2u02h4dHKYseKfVv2tuk6Y9i6t2Yo15ENN2d0r8ytsFc0aWYtXAtiWsbSJGOe6vns3tYp9UboXSBfNEjViDP9PxMyf7G/mwcK6JEEyeK/ihmFKQ4eduUFLImC0srWOaYQIGUNW9ra4u9vT08z+PatavMzS2kcMDpOTSJSmi32uzu7RKFIUopDg8PWVhapt4K2KiP2GnV+Znf+QLrNwcMtCZrnIHzJDZFMaItNVGSQsAmMKhYCYTULFoJ/+7lGS4vz3F76xjhm1Rn6yQnJZ6YOeR+p4auWtikNLVlb8SM2eTW0Rztbg5Uwkj0yNqK98y1+M29FX5g3mPBk5hS88fmrKkP65mwQol33rrPk+9J9VFGfsy//O1dXr/bIlO6yMJT93GcECFSGimNIAg8jvZWyekBWUOQMwW1kyY/9/Nf5MpzS3iOx/FhwHOXCixW19g6bpPP+VNnxDMEaMGuH3MYxCkwS2j8JK3SCZ32CGScmOwwx2HYZSm7hCEtlIowRJMwiNnf62A7BrZtomKTIEiZndqtEaNhlAoP154kbN1GxSk9rSUVcSQQuRXs/Mq5B1RKl+OjNkIIVpZmcDN9otgkUQGJ1jS7BfzE+Y9wVgT9QPPWboeFQnqvhmmOKdvTam4Ux4RhgDRduqMhGdfgL3z8Q3x5Y4tYKbbaHlvt89WVa7N5Co7Bxv0mtZkspZKHNFKq32zWfiRkbPLATKqSF4orvHxwi5NelyQx0vddlNCLQrJuxJXqCiW3+FXuXRMECQf7XQb9kLn5HJWKh1KaMEwIw4ReL0BpTS5nnxuT06BKn+kHGv/mEY5tpx3geRauez7Bk1ZELKTwkGJC7JJqsjEmy/mOZ57lW67d4H/4lX+HDgxut1p85vAOnqMpygsUZ7Icd/sUchnCICKMIkbRgJgYoVNK6+4owMumfUiJTtAoLKkYxiZCqFSQODEx7ZDYHnJvbw7P2cBA4sSCmgN/dDXhl98p0xu59H2XSq7PnjwEnuLuKy2eudlmJtej4CUgoRdJbtWzvLydJYhM/uZ/cEE7FLIhf/GP3eepuQsct3oMbMX/duse9U5KxW5YJtquMHJGbCcthK3JLlkkKo9KBD/2r75A9QL88RuX+fPPvW9asRFCorkI0qfRfpMwagOQtwTlfBM/WAJDYJqa2NAM9xIMTyBM0CFEozRwnq8meCYMEjmdZilgxo3ZHij+mw9f4/rFC9xYF7zdrPPKRgDI6TpTiQE6wTRH9JuFMbGGph8owiAhjlISGtMISOLfX1+QYxoUPBfbdAl9wd7ukNpMNoWvj4OdCehjQtShNZiWgT+KUSrV4FpZLbF5v8nebpfllSKmKbEdg9ULRXZ2OmxutChXvHFiIiCJB9i2RafTxfNc5ubmQfZJkniMJrC/+oU/tsf2DWaPg6Cvo50K843x9uMiO4BpOOTdmVRzQSWUMnOEvqLVarO2doFMJjMNnpROWWG0FkRxKsAmhSBJEoIgJJfLESWKoR8Tx2OojUpwHYfpW1+n19Ptdjk5OWF5eZlMxiNJThnKlpeXKRaL3Lp1i8PDw7Q6o1OdjSQ5rRrEcQrXm52dfWQjpRApgcHCwgL37t3DcRzm5uamJAMTfHqSJCwuLk6d/6mGD4JcPk+pWOTe3Xsopej1euO+oxVqtdq4apLSfU+auZVSFAoF9vcPaDQaQAp1C2PFQSviuBsxShSK8zCFjGNweS7HbNFOuQBESvkrhMb3QwjaLJZsMDI0fcWtgwHVrMVs0SHvmRgyvR8/TOgPE4JEMQpj+iNFrBWRUsTJJNMvcExJOWuxMpOh6KWkFJlMqlWzsrLC6soK3nj+JzYZg929XQb9PrOzc8zNzREEPr1BwP2DPtv1Pm/sfok7Bz1azS6RGWBozimBaw13egaX8hF7vkWYGNNEtZSaJTfizn2PZ9bm+JHvvszf+plPc7+e5T/7eMAvDEL6hxWerPaoLA2RBtSbHre7NieqRKtXIEk0npVQ9mLeO+uzH2s85fJEUTBM9Gn+fux3jmLIuYLOcXOM2NR85oVD3t7qUsiaGInF4as3sRaOyRT7qUMal+i1slQsG4mmH8KaB54peN+syd3XDjArVZbnshiGppTLYFnvpzfYZzg8Ag2tKGFn5HMQxghS8cY4MfCjlO1NJTZFRxFFFsNEUKlcJp+7gG2mnkkxv4wQ99ndeZM7t+rYtkEmk2NpcYWnnyiDUARBmyBuAgWSQo2wd0AwGjAYKjphHtXLYJwMyZddfuv2Eb91u05nGGEozVNzVd5nxSgVAApBqrWSy/r0kogwOe2V+4Oa1tAaJgz8iDJQb/tUCw62BUEYIKWBNGx6o5hBkLAyk2G26PHXP/ER/u6nP0f4AB3wjfkCf/t7nyJJoHEySDVOjgeYpiQMYtbWK++qRn824FBRkWY3hzA6dHoFhr6Da4dUSk0GgSQn1h86TmsQ8uJ2k3ovQCpNVRqsFFzW1svn2LVsxwQ0fhjzS6/us9saUs7VcdwmCTHrlYtUuDElJREJxKEiAUz7/DmDIKHfD1lcmjjEAkgFZgUmQjg8zGJ3PhHmui5/5/v+NFprNk6a3D0+QQjBtbkau606P/G5F1A6wvUMHNdkEGiGQR+VSAypMKy06pgkipiUQCMNpfX4XZ/uNloL7MyAfr9Eo5vnrtlllQqWoZnNhtycHfB6PUOcSJr9HBdqKTtYYX7A9fk2hgGdQbp/ZYyE13dyRMLEsCfnk/RCj7/3i0fMzr/M8fEMSBsdgZUJQFioSCEticZF457GnEqnpD0SGjvws/EGv3r7f+XnfvS/xJjuK5ILi59kpvweOv37KBVRqzl8dvNnKGS79IaFlCQlD0gIuxo11AihMF2JU4LDWJAhYd5LxvuLZpQI7vckH7u2ynPrF6fz8je//aP8vc98gRe2eqDTIFYaMbb26d3OAnpKZDRTcpBSMhoqckUTxzQJ4/BduARPq0CmIci7Dq5lo5XB/l4P2zGZmc0xlq4bQ1In/VzjfSyICYOY0TBiZi6L45hkMhara2U27zc5OuizsJTHMASOa1KpZNjcaNI4GU4rn2ngVGV2VGVjc4e9vTZrF6sYxgiBQ7/bf5erf2yP7RvTHgdBXwdL2eBOg5+zukFaMxbeBNfKk/NmUDrBNnLs7O5RrVao1WpT+NPEuR+OIkahYvN4iGklSASohE4/wPQUcTOg2Q3xXMmox1hA1TlXBDIMg/39faIoolDIjylrU1MqJQnIZrM8++yzbG5ucvfuXZ5//nmuX7/O/Pz8NHgZDofTnpvJ/U4ICc4er9vtIqVka2sb0zSp1Wqn4zP+fDaTYX5+nqOjI3q9XioMqxRHx8fU6/UpLOzy5cs0Gg0WFxcplUoMBgMODw/o9XrTniQ1Fl0tFPK0Wi0ABqOYzZOI1igmIR0MyWkQlHEMri8WqOUtpIzROkzhJCqh1xvQ7fZxPYdCvoqTNQkOBvijDr1WnWEHtDkLRhmldBrwJGlD+YSMYGrj8yVaM4wSRu2EQZhwfSlPKWORzxcoFot4nkcmm53OvdYa3x+xt7fHyUmDUrnIzZs3yWZT/LoWJsd1zWG7xytbv8qX9hLUwCBbCB8C+Th2SDCyEDjcH8SsuQEYglCDJQUigoZf5C/+p+t89MlZWq0OWSsitAUHdxf5nqu7fO6ox6vNMvHmDIYVs1hr8j5H8HJ7GfoReUPxLdc6LOVClDJ5ft/EMwSmEIwe1NIYj5HSqR5Np+PT7/r8+u/tMfJj2n5abqtkIvRBhla7jEJgScViMSFJFM1QkDXgZk7SjzR2AutFya/uHfDce5+iH/r4Udrzk88ukfdWiE9gOzI5ieNxAAtBbNIJHJQAkdgITJbtkM8dFbg+D1WnzL3jIy5Wi5iGgcCmXFhjbu4Y24mYnVlkce4KctyMnq6vOfygx9Hx22hDE8hFjrp9HMfg4tU8vh+zudPhF3/3Hu+cDKZ6PFprPrdzxDs/8zl+7HuuUfTS3hIpFcXckFC1OerMpKxz/3tsDM0atw9y53jEvJ9wYSYzFvI06AwTDpo+haxJOe/iDwdY3RZ/9dlrHNout+p1XEvzvc8usVpNNZ8MQzO/UKBSzdDrBvh+TGGpQC7vPFwFGlsYK/p+RM61+PJGi82dJYbR4rnqy359FscKaR60MLnHF47epuH3CEYe/eYMQSimOi22IfjwpRn+0rXaA+fU/OQX7vHrrx+Scwd8y9UjIjnkyI9INJzsnfDJ4g1+d/MF3mM/hQhT4c8wUez2RoQZRZuIRj8kCRKWXIsrubQKlFZ+HIQwEVgIaU+DoIkw8/QqHigrCSFYn6myPlMlhd8lVLKa+YLHfrtPNWdjSolrm+AbREqyXAvJuAqlBYaQxEmMBsLk7HnEGYbKcZUztAmVIjQiTCwUgvVSwOv1DKahCCLJ0E8df9806fsCU5hESVrF/tQbNXzM6f6VHj7tFRKWpH40z/zSIUfHS4SDCK1jDMdN+17DGAwjRQQo0ve/1qAkVh6GBwlJkjAIDf7EP/xH/OSf+2Fmi/npGGUzC2QzC9P76219gYWLe1TzAw5bZaLYxC5psvkQP7TIVlogJXGQRSUmvlAc6wDdn2UkEqpZmz/zoQW++z3LD63JH3nuOb61WOcnn78PwOieRZg4pIwugihRGIbgez6yRNaVdDshhZKHY5n0g3AMKzu/3s/C4HKOTc4Zw+CaIe2Wz5VrM1iWQRQlY8pyeSZlmiZBd7Y74/WkqR/1WVwqIg1BLmdzYa3M5kYT2zGozWRpt0Yc7HeZncszN5dLYYIIDENiWxaGUWTk+2xv7+PYLpmsy+HhMTs7ew+Nx2N7bN/I9jgI+jqYnnQWT5p8p3Qzp/+vtcaQJnm3itaaZr2FABYXF6dO/elnYRRGSCmpFhykYRElmjCIECgiJRiECbmsSTVnslFPe0zOVmmEEPi+z+HhIa7jsLW1TbPZYnFxkUKhMP3sJJi5dOkSpVKJt956i1deeYUrV65w6dIltFK0Wi28R0Dhzt5/o9Gg2+ly8+ZNer0eW1tbU02hs6a0Znl5mf39/SkJw7179zg8PCSTyfD000+zsLCAlGk16vDwkFwuh+04ZDJZGo0GuXx+vDGnVa1isUCz2cQwDDaOAxpBek+mKajlbQqehWUK0IqMI6nlBYgeifbRyieKIlqtAd1BB9tLiA2PQRSmIn2D58mFu1giQWvFKIrY7mte2BMURAHHXWB++QmWCwMkARg5tL2IYZhYhiRRGj9K8CNFexjxzkGfm8sFso7NxYsXuXfvHsVikXK5TBTHHB4csL+/RyaT5fr16+QLeaSQaKAz8Pmnv/Mizx+8zuVCh9vHBUqWyUGsGdRtLCQjTit4y4v73N+dxQ9cUAabwwxaCbSCC2WX0BRcnfX42FNzGFLwc7/xJVYq8HJd8+kdhw8OV/j+m0P8pROGSuEFGV67P8tvtQ3mKgb95pDFec16acQoMFA6wRCKVqQJlMaREJ6NlScNwgJ2A6hsNNES7h0NibRG2lBxIxxDpSryo4iRbRELSSsEQyRUbZOPVw2q42x9oBSOVFywDTKeTaxj/DA5w46VnvRbVz7M7fYmXznYpBPGREqCNiBxkYnHeiamsZMhUQZGLqITpjTz79Q71Bwb17Qo5PM8+cR1uoN9FmauIIRBnPjnGsRcp0CxsMorr73E8dGA2dksy6slLEuSyzv8xjvH3KmnFS4hxTSAkgIOOkP+8Wc3+GvfsQZCIYTGNDQFp0XfztALco/uvP792rhvLVbQHUXUGy1iTP7mb/wEfmQghGK9WuCvf/zj7O8cMhzGPP30E3yk5vLmrkd72CeIE446Iz7z9iHHvSGxOMF1QoaxpOgVmesWKVgOL9zr8cZ+hyBOsAxJLZf2sB11fRKl02cjSfDjh/PoWgv80OGQBv/f+28AkEQW7cPFlFXzTLgfJprfunOMbUn+4scuj2/T5qe/eJdPvX4IxHzy+jF9MaAVRxhCYgLW+Ptf2nsBCprL5k2U1jimwZVyjjv1Pj/7yg5kIYoUnm3QlJrvfs8yAgMhXAw5DoSEBYyhV2cSYJPExlezNDlm8X/68E1+4nOvcdzzx1pcGrRDKdfh4mKXUWLRC32kSOnKg0QSJGOGSQEoOY51NToxQafVzrOmNCnD32Q5AGGcugxBbHDYs6l5CQhNFAlOAgct9IRT5BRAqFKmx0QbNI/LJANNZi4m6lqgdcpcOiaY02cYMYUh0XH6nOdWjGmVbxiZ/Of/9F+zVizwT/6LH3zk+H3iPe/nn33K4pPvH/DBy23C2OCdXZ/N4wphB7rtGexsiJeJQA64canF63dWWRAN/i+f+CCX1mvTJOWDNhiE5PMu/9V3PkvSgSCCIEqY9IhJKfjoM7N85Jk56sd99vfbaJXBsdJ3/FkNngfNs0zyroNpWgQB7O30mJvPT+GZg37A1maLQtGlVsviuiZCQP24TxgmXLxUwR9F7O12yeUdiiUXKQWFosPySpHtrTa9XpBWi2ZzzM7lMIwHKNNJEDLg0voarWaXt2+9M9YlNKhUyl91fT62x/aNZo+DoK+DpRTZaZZMT/tGBGEYMhgMyWazTMQFHTNDu9Oh3W6n0C7XJVFMRTIh/TlRCbYpKeedKcyt10vouxZLMzny+ex485s4/NaYHjs1KSVHR0eMRiOeeeYZisUie3t73Llzh1RnJkOlklahTNMkSRKq1Sof+MA38cYbb3L79m2CIGB9ff0cFO5B6tVJpWh3d5eFxQVKpRKFQoE4jrl//z5Xrlwhk8mcfl4pioUCtVqNjY0N9vb2mOgjXbhwAcdxpqxpy8tLjEY+QqYbfKVaZXtrC380mjaOpsQIHtVajXarRduPQUhsU3BlwWGhLDGNGKUDtPbRRIQqBKI0qBnGtJoBSgaYbsTLr7Z5eWPEVqD45tUW760N6CsDP44xrRBHwnpRIJyQLzbrOI0javvv8FuvWnzH00Nsx6BsLDKz/Am83DyaBD9U7DZjNusjmoOQ7caQy3M5SuUK8/MD7ty5w+zsLCcnJyBg/dJlqtUKcpxRTpTi3mGLv/7z/4HAaJKtHKHiWWIl8JXGdgRD6aKGGYTXIx6z0EmpWVw4YHd/kTg2kUAYmGgFx4OQvGvxsSuzU0y+oQQ3Chk+a3ToZkp8pe/wxd+yyFJAGDAyJJ4Tg2PSGg4RwEk3IUnANBRhbPJ0OeFTJ4qXW4qPzRqMEs1ZPzdvQqA0L3cU33dthr/7M7cIE40wwJQaz0z1cbQWGLFCdyNKNc1zi0OWczEruogMcmgUx+YxeXeANGBpET73Qp3lxZsoP0OkFE7+lMbckAZP1Na5Xr7AL3zlFfpaow1B1oKKGbN73+PuXoYbc4JWNp4+i4mSnAQBFz0HITWeWyJRPlJaxPHozHMwrq4mIbZVBkyqVQ/fT+mDLSsNAr6002LqF56plCmd5oHfOuhS7wVUcmlwZFmQyQSUoyOC2CRM3D9AIDTJRmtMqZAihgAqnk+90eHHP/0bjGQWpU4TFW/taf78//YpfmTxhKsX1zkalPnx39lkv90nTBJGYcIoSnCdIUvzuwipaLQqxMpA00VyQBhJ4sgg9F3QAj9S9PxTFirLEASRIoo14mF07dTi4FTLZtgpodVZyNn5uuen3zrkz37oElnXJYhMfvX1XQBuLtfJ2DG7fowhJMakQj/+rik0L/feZLFwGUc6DKOEzijkUi3LE7k8X/J30BjYOstnbh0zV8zy4ct5DGlhmhmESPs4UzTTwwHPgw3yjzbBSiXHX/vkDV7eabHTHGJIwaUZlwP/DbZ7DQyhUq0mrdDaohOaTHSotBKgJIj0uY9GWaTUlPN9LCTO2C0wpeZkeIZoB7DGZCnjlYLWGssUHPdMtDjD8fCATQRYw8BGxWlQJA1NPNRYeTndEyeRkzBAj+Gx0hSPOKhms9PhP/mf/mc+sjDP3/jPfuBcIuNPf/tH+Nxbr/JrXyrybZdNPnLR5P0XBN2LPT7fHHK3aSAMxUKtT2L53DuYIWxbUIzZH/a5LGrnHptRGPPKTpuD9pBOc8STi0Xes5jjTmfER56e5ctvN/CDhNmSw3d9ZInv+2haQcpkbVQCYaixnAkkTqXP7wOVSNswKHgOjuWglcHhfh/DNJiZPdXfKxRdLqxVODrs8c6dE/IFh0LBoXEyZHm1hOMYWJakUHA4POjhZSwcxyRl+vPI1Ad02j7rlyqUK5mH4KNSmpgyS6+j2draGMtMuCwuzjM3XyKMel9lXT62x/aNZ4+DoK+D9Xp9cvn8OQy4BlqtFoeHh1y5chXG7/0oitnf22c0mkCeThDSJE4EGDa2ZWCakl63gxSpTo0h07+FTpvaM66NY6ckCJPWHcsyz1WCoihkZ2cHy7Km1M6XL19mZWWFXq9Hp9Nhd3eX4+Nj1tfXyeVyJHGMaVo8/fTT3L5zh83NLdrtDlKKKRRuen/jzS2OE3Z3d/E8j/n5eYRI2dAmFZ67d+9y+fJlPM9L2dikZDgcEoYhcRxTKBS4efMmtVp1ir2eWCaTJZPJwjgjWCmXsc204TqKTpXuhZBglYFWSrQgYKFssVRRaFpEaohSAUqHQIwmdcj6Xej3FNgBr7y4z95Owu9sJowcKM0obhSHDCNJkChsJxhnTgVaapYsm6IR0pnpcdAyWK5IfunFLB++NiJKdjju/DRv1q/iiTluXq1y9fIyvYHJST9mvzminLGYL7ksL69gmibNZpOFxQXm5ubH7HqMiTAU+/UBf/Pf/xq9cERxvoGQmsHIQAoYJJrVskvvJOHFzxf4pj8akVjp/QVakRgxc3OHNOsL9PoOSBASwkjz5EKOJWkQx4o7R8fsJD4fjGt8/IkWn3m1zSDO4xQNYiEh0eT0kI8vJXy6kcKd8mWbZgNO+nkWK11iBSuuQ6HQ5DNHNVYykovZtMct1mBLiLTmNw41B6EkTBTPv93E8gRxqJHjqkii0ucoitO/bywMWSkGLGZj5DBEB4oTZ4dlL07nRKfO7DxD2rsv0NXXub6+QCgSpiy2Y+C9YRj8yQ89x89+5k2StsNuG275kowteG5NsJ/v8A9+8L+lG7QxjJTaW2nBVqfFzUzaIyBFGqiHYZISmKjTvgHDUGQyHteuLjIKuuztdtnaarGwaIIpaA7O9BCcqSAx7vHwQ8Vh16eSl6m2kgDbhrnKEBUfctBbItHW1wiE0v42x4wpZPpYIsSQCWGo0IHg5z//W7xw1MPO588EFpOrEsSxy0/uz/A/zOzSbh3S7s2Rd7N0RiGDMMQwYpYXdjCtiIPOLIkykSLBlBqIkdLGsDS2FxCPvClF+Nl3h2FIYvU1msqFnCaVwmHhq35UafiFF+v8wHNP8OrOEUGiAM1SIWSgYhRgPWLMLCHoqwEncZ0Fcwk/jlJomdZ84EKVz7+8g1eI6EU9DJ3h8+8c89Gr6xiGiRQTBsdJtDBBADwMgXtUEKTH86/H7yTPNvnmSzW4NPl/zdPqYxwP6uz1DumEA7Y6XXb7fWzDJ1YhcQJaSYRMF3rkewT9ArVSi4ztM2NmEFqQMROiRHC7mVbzE5XuVlkvpZTOmAklJ8KQgjBRuOZXB1+KSXOXSN8nKlGYYkgQlBGGTgkLzhxAxZqwq3CrX13vKk4s2uJN/vYv/i0+fO0/5bnliwwGfTJZl//bD36Sv/Or/4q3jwq89ZLNbE5Aqc+xFWDmwTAUuwNBu7NI3LNhmJCdV/yT52/z0afWpue4e9zjn3/hHY67oynB0FcO2ny05/N0psZf/cEbhGHMO7frrF+qjuGd6XcNI0VcqCTVenMti0EQPbTGTSkpuA6e7SAwaLdSGNz6peqYYj09oJSSUtmlUHQZDkKOjnrcv9ckn0+DISHSStTMXI7N+01O6gMWFgsYhqBxMiAIYq5cq1EqedM1AwIpTQwjgz+U3Ns+5uDgCMMwWLu4wtJyFcuOiOMu0aD7VWb5sT22bzz7usr/JknCf//f//dcvHgRz/O4dOkSP/ZjP3ZuAzg6OuKHf/iHWVxcJJPJ8MlPfpJ33nnn3HF83+dHf/RHqVar5HI5vu/7vo+jo6Nzn9ne3uY7v/M7yWQyzM7O8lf/6l8ljs9z3n/2s5/lve997zQA+Kmf+qmHrvkf/aN/xNraGq7r8oEPfICvfOUrf+D73tvbxfeDce/nmAQgTsYwskwanOj0BdVqtTAMg0uXL1MqlzFNi94woN5sMejWadT3ONzbptM4RsoU5jal+YwjhBApxnccIMnxf5qmOc1ESSlpNJp0Oh0mAqgT2JvjOFQqFdbW1nj66adxXZd33nmH0Wg0ziqqtGH36lXW1i7QbDbQWp9r3E8z2alz22g2GAz6rK6mzjykG6RlWaytrWEYBvfv3ycIAoQQHB4e8vzzz9Pv95mbm/v/sfff4bZkV3kv/Juz4sphr7VzOrnPOZ3U3eokIUQjJITACIQN5gKyQCQbC9C9pPsYjM3FNthI4rMB4Q+Q7QsiyGATJJBaLRS7JXVLHU9OO+eVY4U55/dHrb3POd0tGf6S4TtDz6PeZ+3aq6pmVc2a7xjv+w4KhQKFQuEmvdL+d+zvLwpDwiB5Wbte0tMojuORrsnQDzQbzWj0d+C7gumSGVHe2kSqQaRbKNNFmyFhGFPbVQyCiKudPf700fOke5pPLisibbCygoVchG8bBjFIGSbXQCcZ31Anmppxy0UIw5oZcrgSsd6xGXQFtY5AmIiufJb3P/kpfuJffppf+PefoOSHuLYgUoaV2oB+qBBSMDMzwx133MHMzOwBAMIYglBxca3N+z/9AvVBF9sbYtkRWklStkYeNEANKU86CM/ns4+NoVtFAFLaJROnoZtl54pDUNNELU1Q10QdzYUrA65tdllfa/EHn3mBS500q+2Ir07N8W33RNx9bIPZzDaz6W0emN/ie+8UXG0nL1vPdsiUHXIZj48/l6fdd8j6AZ4d8P2zA+JUnd+6NuCP12Ku9TX10PB0O+C3r4Z8dFtxpJLm/HKHMNbYabDTEMeCVs9iMJR0+pJhKFicCjk8EySAF5BG0JQtpvyYSENXJddjoAUdDVkLMJepljPkfAdrlBlV0c32x//wdafxjoaUFvscOjHAXWzypG7xD+5/E7m0xHUiLJnocmxL4bgxzeGQdqfG3l47cQOM1MGCPhEtu6TTHpYUiVDbtsiXegj7OVY3P8H6xicJohhGc0Tyv/0K8n4VGFw7AWxC7GfMBdKC6liPjNPkZvHZfiTmHralyKUGTBbqTBW28UyPYd9iaUfwl+dWADjfMuSrMca8GABd/zmOPf7LZUnWCnlwPMBxPOq95Bks5Fq4bkinnz0AQMmaOBlrx06AhOXGB9WJG0OZxEXxbxJhsP84vGw94qZ/PXt5jc8+8UWeO3Ph4Hf7c+f/qnamtSZS0cE3xlqTdmx0LBItjlQMVcBGa8AgAinskfbnOnVrfz6WI2ryjXPYjT/ffPyjqq2wkcJBvOgVLoRgIlPlnsk7eO38A7z1jq/jHfd+PT9+3xv5gTsf4VR5Fkd4xEGKYWsM3cszVdnh0MQ2iymf2zIOpVSMMoLH13Kstn3CyEYpi0KmjzJDAOayAyr5mJSXWDrkfI1rdELZfPFIi/1/G3LZHlZK0Ft3cbMF/HIytwx3NVHHEHUNQUMT1DRuXt40BjdemxtHZrlWoJht8MSV3+e7fue/8n/+7h9Rr+3S3a4RqgyNrE0032Gj0mApluzsjLOxPc3K2jRry1M01n0am4JubHE1cBiE18e+NQh578fPsNlokbYH5L0hBW+IMT0+dXHz4BiiMEZKgWVfvx5aa+qdgH4YJ9dYWLiOhWO/6LxI7LAzvo8tHYLAsLHepVLNksslDVGDICaONQd2E1KQzXmJxXXKOaC17Y+M51mMT2Sp1/qJDX0/ZGury9RMgUIhAbYJDrewrQwqzrJ8rcVTT51la2uHqakJ7rn3Ng4dLiKtNlHUQevrFe9bcSv+vsRXtBL0S7/0S/zGb/wG//W//ldOnz7NU089xdve9jYKhQLveMc7MMbw5je/Gcdx+NM//VPy+Tzvete7eN3rXsfZs2fJZJLmbT/+4z/OBz/4QT7wgQ9QKBT4kR/5Eb71W7+Vz3zmM0ACtt70pjcxOTnJ448/zubmJt/zPd+D4zj8m3/zbwC4du0ab3rTm/ihH/ohfu/3fo/HHnuMt7/97UxNTfGGN7wBgD/8wz/kne98J+9973t54IEHeM973sMb3vAGLly4wPj4+N/4vIUQrK2uMj8/j+e5IARhGNDr9ZiZmT1Y6ERRRLPZZHx8nKnJKSzLSvjx9QGpIGa+msGSyWS7tbFBt9vGsuSowpT8vWVZN1V89l3c9vU6ggRsbWxs4Hke09PTNBqJFujFvX88z+PwoUNcvHSJ5eVljhw+nCzCR9ssLCywt7dHrVbjyuXLHDt2LOG8j5ZvwXDA1tYW4+MTZDPZF73grltnX7t2lWvXrgGwsbFBLpfjjjvuwPM8zp07R61Wo1J5sbD5OtVuaWmJVCpFtVolikLiONF8SJlkFZs9TT9SpEky57Nli2wqQJkuSncxBMkxGxj0Be0OvLDe5qNP1Wnmlvgn6Xm+sKXph4ZsFnqW4AbqPJalX5YWIgATS+x8SBgaimlDN5Q4Q4hzhsWMoHCyQ3/gcu0yfPjPPssjX38vSx2PZi9ktdbn6GRuBIw0S7s1VjvrrPeWWaqt0ugNaA8MV8+msfOJFW6yU4HvB9jSxTOalT4sZiXlIynWahaXLmTgBKxdWKTVDGn2k1abOjbECoQtGB9zqddDnlnrU805CA390PDEoIbfqHJXYZY7JhTdiQCJhKHLk9t9Lg5dMIauDhBSMDebw4uy/OVTkmPTTW6fapP1JPf7Pp/qKp4c1HiyL4gGKczIfckCyvEew/5EkhwIwa9KdM9QsQOCQJDyNUdmQw5NB1gSUo7BaEHaZNhxN7EE9EdNb0dSDAACDRUr5q+fXeE1d8wRR4OkfaIUHIgbRvEtd5/ifzx9mfM7A1r9PJYV87nVv+Zrb1+kkqnSHLSIVIRjOZTSRdrDBr/6V3/Im2fvYWH+MNlsGmNirt8ZBttyCMI2sRrQ7q6yU/siWDGWcQhCc8CAS57om8OMqgnzZRdG1cobgZttK0rZNv1GDoU3es4MjqVw7Yi0F5B2h1iEDIYOjX6ajVqXj51/geVOh/nZDWABIyGO9/V9Lw+oQLAy9Al1jxm3xSc7hQM7/pTfBwyxtm8a+6SwkQi5JRojRFKh0De/lg4qIJovS4dDwyivghD6BtD20mMFWJiscMcdpwm3r8HaHgA7XYepjDWq6JmDpNF+RMbgixRVt4pWiQ7MAK5lcWWvi7TNwV4sqdlud+kFimIm6dfzpao8N85lN865NzeqFRgkwrhIqQGJMYlZizYRX2qBmnNT5NwUk5kSE6kKl9YusLG7yuNXI3Bjmq0culvka05FDKOQ850hV2tpVlvJNffdkGJmgNIRtd1xOAYXL3mcqjj4XkTRTkb0a47U+asrFYQlEmc3ODD+0ZHBc/qkS116cQHpWgTBECMGpKcKxD2beJDMm5YvcEsSEyVzkOW8HB3uevRDh17gkPNC5sbanN8q86v/82PEYcSx2SEXZEytVT6472wBQSum1+DgXhAWeGOSISlsEXF+fY/bZip8+sISe50BWTcmVEDiBo5vK8I4QdxBFBOGiUuq40iM0fy/H1vmLz+/QaMVYYxh8YkNvut1szx4Ww7XshhG6uA6e7Yk7UosKTHGYmeri5SSSvU6q2Fzo81wEFOpZigU/dF+DHt720hnCyWa9Idl0n7l4JwKBZ92a8jmejthhKQdSqXU6N6S2LaPilw2Njusrl4jGA4Zq5RZWJgil7dQuksYRQf34Yup7bfiVvx9iK8oCHr88cf55m/+Zt70pjcBsLi4yO///u8fVFcuXbrEZz/7WV544QVOnz4NwG/8xm8wOTnJ7//+7/P2t7+dVqvFb//2b/P+97+fRx55BID3ve99nDx5ks9+9rM8+OCDfOQjH+Hs2bN89KMfZWJigrvvvptf+IVf4Kd+6qf4+Z//eVzX5b3vfS+HDh3iV37lVwA4efIkn/70p3n3u999AILe9a538f3f//287W1vA+C9730vH/zgB/md3/kdfvqnf/pvfN6zs7Ps7u6yurrKwuICruPQ7XYxxpA+0ANBv9/HGEM+X7ie5RUQK3BsG8e2cEeZJ9uW2JaNPdL5GGMIwwjXdV8WBLmum3ydEAwGA5rNJpVKhfHxcc6cOUOtVmNsbOwlL2fbcZifn+fixYtcvnJlZKWdVH06nQ6e5zE+Ps7Vq1exbZtDhw4lBr5asb29hWPbTIyPI29o7om5bo2czWaZnJzimWeeIQxD5ufnOXHiBKmUTxhGlEoltre3KZVKNx3bvkX00tLSwfdEUXQAgBida6QEe92Y/bxyNS+ZLscY9gFQiBQQxdBpCZ5cb/DRC7ucfUbh5AYcd13KVclmOz54wQOsdR0CJUjZBmUE8oYFiSMh1obdQCVZ0VhgWxBpgRRmX6aFQGLbcOrhAf8wVcWSLeTap3AjlxeCcbrBAhnP5uzmGo+ePc9OsETsbwAKG58wTtHfdYhDgw2o2AEtEFJzMWyzWPS41nRxjGF5qNEmYHJMUnaT+2N7J2IwTNCbTkRrCAsyJYuCdBmkFedWO3y+fpk7Jx1cV/DcTpkg3uFkN8+47yKFTS9WfL7Z4/zQZ/S+TSqeseFap4UjBN90xxz3HLqdpy4+RtUd8ub5IbHJ8Lm9EjfKhlNS8z2LMVs1mzE/Jpe2aHVjnDGJlZOMVQSPHK5jSUM/TEbdtw15X5JKzfDRi4bDU3qUWBgteDhguxFhSFmCDz+1xP/4eIN/9OAMU/kC9svqEODNdx/hVz/yHC2RVG9bw2v8l8++j2+96x8ykZ/AlhaRjllrbvA/nvlDrrY2+RdXO7ynMsZdx08jpYvWiRWvJR2UDmm0VohVzG7tXNIfy8lhbMNaPXqxlOUlIQDH1jfrC0fyCikE5cIAxBaDwMVxBAKF50TYtiYKBf1Bml4/zee3n+epc+tsbaWxizaOHVGyo4Od/M3WPgJlQKKIwuj6x/tVGXF97K8/uuaG/xcvS9sTJBSfsK+wU18aBcWhZr9XtJ+vM2hOfIktk1ay3/GqY0yPlbgUr+H7IcOhywtrY9w+FpCzLNpKJRbyNxxhZOAO/zi+TDFQAwRQSnsMQsUnrm3jZkbnYwTaSIQI+dE/eIxvf+VdfPv9994wF91wNObGn6/PVfuJm+sLT4EwdmJ3bSQICyOC0Zx+vbJtRhdMjDQ7OuhRr2/zW2e2ycg6D1U7fOILYwxCl27ORWAolYcU4hxLgxbne33OfDZHHEGhGuBUIAyLDNseIikEMV3N8r7HNSeqAdNjAbanKBa6nJ4QvLBRRtgj4wVjUJEm5XYpTbTZ3JhCWgKvLAk6KSxXgrWH4+dxMjYGQdQXRDXNdDYmyLr01PVmztfTB9fDtRUGgTKSmUKX81tllg1UIxtX2xwrhPjuGpu7EwgX/ExIFHg4mcT+3/LAzYHlJlbTsXL4l3/xOcDnUD5CaZeR7wEYUMBAGVw7mbifOv8oRW+IEHmi6F7+/Z9s8PGndtAmsbs2Gi6v9Pg3v3uJH3nLAg+dymAFEbGOUMNNunGdbkNjSQfPmabVqDA/X8V1rzsITk3l2dvtsbnRZme7Q7HsMozO0epsIC3Dbh22agJhFZgq3YOOXcrlNOMTWS5fqhHHmlOnJ7BtiZQugjS13SHLy1dpNluUSkWOHZunVPYx9Amj4OUpmV/iiboVt+LvanxFQdDDDz/Mf/7P/5mLFy9y/Phxnn32WT796U/zrne9C4BgRGm60WVMSonneXz605/m7W9/O1/4wheIoojXve51B9vcdtttzM/P88QTT/Dggw/yxBNPcMcddzAxcf2l+IY3vIEf/uEf5syZM7ziFa/giSeeuOk79rf5sR/7MSBpqvmFL3yBn/mZn7npWF73utfxxBNPvOz5BUFwcA4A7XbCp/U8n5mZGZaXl9nc2GCsUqFWqx3oYJSKDxb1nucdGBEYDLEyRFGcdNs2Cb1LkPTmsSyJ1olLlFKKMAywbfsme+owDIFkURqrpJ9Qu90mCAKKxeLBMZw5c4aZmRmmpqbwvCSLbExi7+x6PocOH2FjfY3z588zNjZGuVxmd3ePfL7AwvwcZ8+d5fLly7iuy+TkJM1GnUajkVDebPslVMT98Ww0GgdmDIVCAd/3MVoThklGrVgsUqvV6PV6ZLLZA6pQvV5nZWWFTCZDtVod6YCi0XgklBMDNLsx3ZFrHsB8WWOJAZFKqG/GaMIgAUCfXNnjE2s7bF2VWMYmV1C42AhhkfMlrm1IIVBC0lEulxppbq8EDGMPIyIMAkdCypKs9WPascTNWJh6FlN0afQcMq6FZRlsIdgMNONpUEIzVIZBT5CVitlUgGNW+cC5bZ5fr7C0t0NIB7e0jYuFhUcUp/GlIVIWjpa4UiKMD2EOP9VDYbNDkzvGC+z2PLphskgZ92LiEWWtOuax1w4wo/Wr5Qr8nGTcS5GWNsIVBJEiHngEYsjx/BhXe12u1Kus+4IxFYOAWt+m27CwHYHlC4wyiXusSWqCwhJ89OIGj9xepa1B4oCQfMv8gDdOD/hszacbW8xnQu4qDSEq0207LCwW+D++bpH/8lfXMHvgTwquNrLIaxb3THUo+HFSwJEu8+MnqI4d59Rhi08+/ZcI3RoZOogRBTU5R2ekO4oDm1Zb8YEnNnjHG6ZI2TaDOH6Zl77grQ8e5dcfX0ORuINd2V7mP3zk3RypHiHv52gP21zZvYqQERnHYSfM8uN/8pd8871X+K57Xk06lcZgaLU32dpeIYx6aNNkOBwgpU8UJYvoXmiS+s2oQSJCvOR4XDHyOjGCpPByY68tgRRQzgcoHQICpSyGQ49WxyOKHQLV539e+hCNtqYzLJMdtxASPDfCkckizLMtcBWhud6898VjAlByYzzLYifMMVbM0okVkdaEwwI2XXJOTBxbIBLwnyRhDFpLlLQxWoJxMNbNe7GlxLIk2AqUwHJfCpRUaEjnm7gieaU5hR6mpzDaecm2ALdVQ6x4jTCs4GJzaL7L6soYUeTziaUxXr1oYVl9+ipJmOjRq/J0/m7u8+/EtywybgohoD/U/NEzq+xYXVzLSoiG2sZ2NLZUDIaKP/z8M2QclzfeeermkTs4lZsrP1+qYpTM5QJjbLQJ0DomVtFNjmO1XouPvbDF2nqP1051GU+1+c8rPrva8P3Hhlxaz9Dp+1TGLEIpsbTBlRYGi7z0STk2k9MBextZgqZD0IJeReBkDKlCso/1qEGuaChNLPDIXffi2QIVhxz2tnj7ayZ5YWOHj52/SKR7ZLMDOlGaerNK1o8JhxKUxMkYLNvHDCagp0nZFlJ4xCqkPKOoGRvHBu8Gyt+LK6ICw1xxiCVshAHPFniWJACMa1iue7zlODylfOR4k7Bv0W55pHIuflYg5YvG2AKtJbZMMVndIK3HcPqSg1vuBi6eNTquaxsxd8z1gT6PPvnXfPa5MTzHwvcTWvt+r70gMvzeRzZ46LZjCKMJOldAdUdsDYc40vT713C8Bn5qfJQcGxmeuBZTM3nK5RSNRo+d2gtosw04tGNBN9BIFGmnwfLuZ4ji03zDfXO4ns34RI6d7c6o8uoQBmmuXllnd7eO53lkMmnK5SzprGIY1G8a4X33WWMMWhl6vRuSG7fiVvw9CGG+gvVNrTX/9//9f/PLv/zLCdVLKX7xF3/xAGhEUcTRo0d54IEH+M3f/E0ymQzvfve7+emf/mle//rX8+EPf5j3v//9vO1tb7sJbADcf//9fM3XfA2/9Eu/xA/8wA+wvLzMhz/84YPf9/uJC9uHPvQh3vjGN3L8+HHe9ra33QRyPvShD/GmN72Jfr9Po9FgZmaGxx9/nIceeuhgm5/8yZ/kE5/4BJ/73Odecn4///M/z7/6V//qJZ+///3vv8kB7VbciltxK27FrbgVt+J/5+j3+3znd34nrVbrJe0sbsWt+LsYX9FK0B/90R/xe7/3e7z//e/n9OnTPPPMM/zYj/0Y09PTvPWtb8VxHP7kT/6E7/u+76NcLmNZFq973et44xvf+HeCm/ozP/MzvPOd7zz4d7vdZm5ujlOnTpHLJY3ehsOA3d0ddnZ2uO22k7ieizGGTqfDyvIys3Nz5PN5HNvBsm0iBVc3OuRzLtOlFLaVVI4uXbpMKpVifn4+cQmLYi5cuEClWmFq5MIGsLW1xfr6OnfeddeBOcLZM2doNBq88pWvxHVdtrd32Nzc4OjRo9TrdXZ2dkhn0kxNzpBKp0dC7uvEhGAYcP7CeVqtFgsLC8zNzuK6Lp1ul+eee45+v0+5XOb06dM3VZX2Q0pJt9vlhRdeIIoibr/9dkqlEiqO6XQ7XLhwkUKhkFDrjOHC+fPMzs6Sz+fZ3t4e6YzGKZWKSYf0OL5JYCylRCNZq8VstkOMgHLGYHc2OXHaB6tNFA1pNxIqSS5neGJtjz94ZpN4KKhdcBES7FTI2PFtXlGf5pHDaf74TMQL24nuxioIlC/RGKYymmOlgJTdoC171HUMSqA7Losix04nBUbzdSeGCAvaQvCphsLyNB1Cjqkid8RVIgOZooVlS/I2fLFp+MBKiC0lXnENyxuglYOFjzYSKTTxULB9LodR4FVsLF8ihMZJ9XH8AUJo4sAjbmXpbEosKXAdyb9889386//5DFGsCYYJN9/zJUZC1rEopBw6A0Vhqk5dGYKex9zskEnHIFSOOHbQGhw7ptbrc+ZKilTVxuz7Xd/ALjMGLEdwqJDhq44bzjQv8A/yPinHJK6HJBUCYyThsIjRKf58pctPfPfXHtwzYaz53Jk92v2IYzNZZso+3U5ItxcgEBRKPsViKqkgAB9/5qNU1B42SeXHEolyrhYa/uS5Ir1OMhVGoctPfvN9dJwrHJ+ZZqfRRwuVUANHou/9vPQXrtT4Yucs+fSAMLZvZq2JxHSg1iqwszONtDTGCPzUABmGvPHeGb7hxD3okegnVh02Nj+RVEmki0DQ6Hf50FMWF/YKiIwEeb3BpdEG1Y95/f1VvvrISZSyUNpCYJAWB1RXSyocS+E4BtvSOLbGtRS2BSv1Pr/xxCeoN0sEfQcVCqSXXCgpBAtT27z18Bv4lUefpoMiVe4QBAVezM8TQnFHqcE/WJA07Vn+5BIMQgXG0I80kVJYVsxEZZN0uk8nSDOIUhhj4UgPX3p0OpJuL6nPSiHIez7j+Sz1Xp9BFJPxXK481wDVY/y4IookKrax7BjXjujvgokcfuwfnyB2I57b3iIa7vLwuIdrZbi8K9FxyKkpiefaRPEQx85w+7HvQwiLj1z+FI9dSyr6DhZxHBPoCMdx+IZjr+VVs/fy3HPPccedd2JZSYWs1VniXz72PjLpPhgIQgelbCxLEcUWzXaZTjt/03i5PY97F2b40W97FSnvxirVl7diePH7TpuQWHVQqkOsBnTDLn924WN84pkMzZrH2+9wODW2hybmj9bTXAzh4dKA+yZ7fOzZHE9eyjIxJtiWDgKDheChxR5fX82yF4d8tL9NbaDYWcrT3E6jYwthwSuOVPjH9x9CG8Uddy0Qho2DapbSmisXdylXslQqmQPu44VzO4xVslSqGbSOqdXP0+gsoVRIFBmMyjA7fTuVsRkA9na77O32OHSkxF89v8LvfWaTeGBIlQXIpIpoW4bxbJ/5sQ6urfAshRTwhZUJdjrpg4lmPjJstyJuO97h9Jhh3NOstQ1/vFZNKqUvrgQBWgtsK8YTkjsn22x3fTa7Lp40ODJhQwTaIm0LfugV9/KuDz7Jt716h1Je8QePj3FpxcP3RjzgEfVTWgKtDcNA8/X3lHnNqVUQA4Q1oqUbQRgYXN8GE2DbGYLOaYJAUSy5SO8yw+FOUg3WhijuM4wFtYGLRCSGSAk5hLQT8vxOie3hBD/1hpM4tkUQxCxfbWOMTb3RZHp6gmPHJzCmT6wimo0+62stMhkPaQkGg4g4StxlLUvi+zaplEMu/7+yDLkVt+LvVnxFQdBP/MRP8NM//dN8x3d8BwB33HEHy8vL/Nt/+29561vfCsC9997LM888Q6vVIgxDqtUqDzzwAPfddx8Ak5OThGFIs9m8yZZ5e3ubycnJg21e7OK27x534zYvdpTb3t4mn8+TSqWwLAvLsl52m/3veHF4nnew6L8xbNs+ACCWZbG3J8jlcqRSqUSPoTX9Xi/ppzOyrRZCIC0LhEVnoNEDHzFI4TiJKrXX61EsFg/0P1GUCGU918Ua6W9upFjYloVtWSit6ff7pFKpZP9AJpNGKYXruiwsLFCpVFhdXeHipQtMjE8wNTWJ57ojArqhEyUUuyNHjrC7u4sxhoWFBQqFAnfeeSfPPPMMg8EArTWu6ybUvtFxSCkJgoBz584RBAF33nkn1UoFpRSWbWNZCZ2v3W6zvLzMzOxsomPq92k2m7RaLebn58nlssQjf+N9p6X98zYIdpuarY5CC4nvwmwlZqsDyD5hENJqaTxPouwhn1mt8bnlDsNYYTs2sYyJhmBrib3j82RhjfS1Wb7xqMdMFj6/rmi1DHQ08/M5XnmqyqnZPCenCixv77G0scu1lRYbvZA/fiEg7CjuOq74q1WLMG/YCobEKqTkGnI4LEY5Yq2xvUTPo7VGaYhjwzBO1Lkm1rhujNICW0TEysGSMbjgjfdorfkMNxSkLFIliQhT0ExhIkinJOM5j7AZ0mnHif4H6EcKpTShSigQKkgMOvp9xXCguPtYCT39HNQdLq7NsGTb7BQUc9kGvpfoQVZ6FqurHlGokbG+3vzwxSDIEmTSDt/wylN88I+v8sFBxBvHUmT8EGMgjl2EyiGNzydXB7z23hPsS9uMAWkMdy7maLeG9LpDrjX7eL5NJu2ijWFjvcWgHzIzW0BIwZFDd/H4uWfJRDuMuYpACS42HL54OUcwEDBSIkWje6jbvcATzykWShWyVZswVmhA7LuyKbj3WJmrZ8p0ozUce4DScrSwSpz4Wv0U6zt5tNJYIsZoSRxYFNIRn7l2jvNnchjlMllJ8+rbK7j+BMPBygi02zh6yD0nIlpdwcquT+hYCEtgYoOOIqoLHV5z9KvIpQ2OHWBLgSXBkgYpNXv9Fmd3djm3FvDCyoDuUOFZhkeOT/CdDy+y3gzphzCMIFIxsbIQYdKXxbUtdhtjyXM9Wefcao7GVgYddcnNGGKVaElsO+CBVMxrTi5SnTrKpJfjn80GnNts0g0jyuk0d8wd5fPX1ql1e9h2n2ImJFB9xrNjZD2XyWwWAdR7MeXsJIcqU9i2MwJyAIJnVq/wg5/9c9oXHWpXJPnFAU5qSDyQtJZSqKHF1AOaxYk0Wd/jgflZllY+TRB2sCzBqQmLYKhwHDcxDCHE96ZwHBcQvOH4a/DdFJ9aeZLmsA2OoeqP8drFB3l49h7UiFK8/x4AKBUO87133sX/58kzpP0ejhOgjaLRLhCGLuEgRaBGjowjk42MY/H5c+t88LMX+PZH7tqfQnk5EBQpxTMr6zy5tMrSbh1lNBP5HA8dWeCVh8YPTCAMgvP1i1zeHbK3U6CcMxzOKiDAaEGgFKGCvQAMitnqgCcu+Oy1NDIn6UuBpTUfv+rhyjavKmd4S26KS36X9dyA4PaAwxPHeNWhU5TS45x9fg2jDa5jsU+9BLBMsliOwgjb3qf0gZ+6/hnYTE3ezvj4CQaDDktXmwwCm34njawm2i/LV/zGFz9H/bMesbGRGYnlCXp9gRWEHDnc5fhkB9+9TgGMleTcVpnVpgdoHBKV1CWhWSjaLF0qcu5igJuOSdsS7QeEykMofZPZRnKZBVL2CU2K53bSvGFxD0dmWWn7dGOJJSDvBdw+lvT9CiJFpBVCxKT9kCCyQQpsK6HeYkBqQRQn9tonjxTR+hIGhWMler5hECV6NpnQ+oKgi+NKFhZLrG9eJOis4jgpXMcljgNQikBZaBMlNHgjMCq5GxAxti3Y6QastYYcm8jheVmmptM8//xlUimf4WDA6uo6E5MZHEcyVskgpeDK5Rpaw/RM0qDVcS1sO2lUKwR0uy+5TW/Frfg7HV9RENTv928S7UPykrlRw7IfhUJCRr506RJPPfUUv/ALvwAkIMlxHB577DHe8pa3AHDhwgVWVlYOaGsPPfQQv/iLv8jOzs6Bi9ujjz560HNmf5sPfehDN+3z0UcfPfgO13W59957eeyxx3jzm98MJGDlscce40d+5Ef+Vue9b4ma9BxQdDodyuUyUiaTplKKbrfL9PQ0Y2MVtNFsbmwQDAPcTBlNQLuxx6AjDwwAut3udbtkOLCEdhznwIVGa81wmChb9/NfcRQxGAyZmEiam2qtD3RExiR6mkwmw7Fjx2k2GiyvrFCr7bEwP0+pXE6cazY3KRaLzM3OUiwWuXz5MteuXmPx0OIBEHr22Wd4/oUXeMXdd5NKpQ6OKYoinnvuObrdLqdPn6YyAkDGGGIVs7KywtjYGNPT01y7do3z587R7XZpt9tks1kWFxfJZDI3Aat9RzwpLWIDtVbMSj1INBwOLFahmB2wBXQ6fQY9TTpn+O/PX+bTF4cEkUQLjUwZtI5Jj9m01i20gvZGCR1bfLS0zhdXUhyWOe6Zc8kVc3ztwycZq95Mczw0VeHQZIWvuef6Z+utBp9ausrlvTXCqI2DIR5CZZjha3NVTOAiUpJ0zj6wQ060K9c58fEwjZPqI4RGihBwMCOnrdxUgOUYOtse8UBgavCa01M8fGeFP3ousT22NExMe6jYEAbJ86YjQ6TAT1nMzPkMB5pON0ZK+McPTJOTPZ6UIQsFm/qRBruXywwbFr1CkiWOB4J4IChNNdm5VEVHBstLnKFufgBAIPiqExW0Ntw5dpzPbFxhrT/kLsY4XfZwLcl6W/Fcs8Pn6z2+esyn1wvpdgLarYDhMBrdmy7jE1kyWRfXtQ+6nxdKPo8/t8EfvnCNlnWJXhCztVfFp4LXitmqOeQzmhtVNsZc70dqS8Wl3hLV6RIL+RytwYBBqBK7dzWyWbAk337X7fzuFzWtXo10aogUBqUsmoM0e7sltMoghB4J1kdLXWEYRjbn6mfZWsojBPz3z8D8kZh/dKdPJTVMvl9GzGbhdfc3+NAll60dH6METikiVw75+kqaI5MRUoLSEcGwBVoTaY//cf4Zntmssb1dIRy66DjpoTMUkv/x9C5/8dQm/+SRu4ljGzDYjiGOLIziQJMTq0SLueMZZk8vc7STB5VFkyWOMkRDw6+/4zvRRqGNPjBkmCoZTs7sj6pACovFyhjDqIclJAZDs58kS4ahQmmD5ya9s8qZEq7j7l+R0XUxaC0o3QZhC4Y7FvWz2YNnQVqQXRQUFxSdYcQgjOmFV2n0m6RMiAoHgMQWLkJ4KBUBkkrpdvb79khh8dUL9/Pw7D1s9fYQwGRuHOtl7Oj29yuE4O4j38Iv5mf4n194nC/uJuBaRDaW9hmE9oH7ZnLbC0LVpRMNeN9jH2XP/yTfcvqbmcrPMew3efryCs8utWl2YgIiVocN9gZdgijRptlSslJr8ML6Jl9cmeL7XnUMSwoc2+daa53BMI0KwXcS4+z9O3vaM1wOBRc6Nl8dSo5MDVkYD7i65VOyAnTaYygECsEHL6d5PB1wV8VwcmKaV81UOTw7h2cnVRNLJlrOwWBAHI16rh3YzBg836bfiw7MLxJtp8/6WotSOTXqoSOwLZdMuozvaWxbU6v3ef+5Z6h3u7QHXbpqDKWtpPeWiLAtgbRcIsvjuecdVpfTHDs6wHcVg8hmo5WlNUgSjikJp9LwhY7BCMGyALskyLkaq1yna8WIehpLV1DaThI1N1xZ1w4ZNBXjlYCdQYZHzxb56sMt7hzv0I1sLKFxlea5a3mYg7SvKWZjjIFXHevw9MUUQSiwUubgXkmMijSTVY+vvmOS5fUi3d4ew2FEaAYYFCKGoRJJfypd4NChIrmcR61dJ+5ZRGHS9kIKAUbgWIlDIGiklbznLRSxFuz20km/Na0RQmJbOer1dSwpOXXqMIgey0s7DIchc3MFPN+mWEpx7HiFleUmcaxJpRysF9t53yoE3Yq/Z/EVBUHf9E3fxC/+4i8yPz/P6dOnefrpp3nXu97F937v9x5s84EPfIBqtcr8/DzPP/88P/qjP8qb3/xmXv/61wMJOPq+7/s+3vnOd1Iul8nn8/zzf/7Peeihh3jwwQcBeP3rX8+pU6f47u/+bn75l3+Zra0t/sW/+Bf8s3/2zw4qNT/0Qz/Ef/pP/4mf/Mmf5Hu/93v52Mc+xh/90R/xwQ9+8OBY3vnOd/LWt76V++67j/vvv5/3vOc99Hq9A7e4v3nsqysNg+GQMAzJ5fIHn4VBQBzHlMpj5PJ54jhGKcX07DxdlSFV0ARNQ7lYYG5ujiAMePaZZxMKRxBgWRZhGCaVlxuAkdZ6VCEaHcXIGS6KQrLZpCv1zfas14/YsizGxsYOKGjXrl1jd2+PbDbLYDBgYWEBy7LI5/IcPXacK5cvsbS0zOHDhxkbG+P06dt57rnnOHPmDHfddTeum/TvOXv2LI1Gg5MnTzI1NYVW17N7O9s7BEHA0SNH8HyfI0eOcOHCBQaDAbOzsywsLuI6DsaMemfc0G+DkRPcTjNivRUSmqSz+eI4zIz1CYIkpTXsa4bOgH/34fNs1VwQ4FgRjpSESoKlccsxuUjS2xPEgaC5WkCs5bAmbE597QKPnJ7HGtlv7688rpt6XRfh7382Uyjy7XfdizH3cnF9nWtr6wzqEW7fYiZjEaShFSd2wBLIWoLICNaNi+9qwjhm2PexvAxepkusNY4VEikX0ImFa1nhlQbYWnEsd5if/MZTXNhqEyhNMeUghcCYiMWjaXZriZ7OyQqyaZuJMQ/XlVTHbWq9gLGsxze+eo5/+luPMnVK46RiHqwOeTa1Qn23StRLFq1uLmRyokWtM4dfNIQtjaxYCDtJd+9bHEspmM4obp/qU+8NeOxyA6VLdE3Mtt/nw+tdoqFLjINlW+QPNfnA55/jmxZO4roWuZzH+GSWdNrBtq2bXPoAdjtD3vfEVV5Yq1Mdv4zv9tneO0KsLJqxxd0TQ2pNm95AkPYMUiaOi/2hRSmb3EuRkkxmAn790+f4hW+6i0LKR+shvUEE2mC51xcH333PnazVA/7o6UsMVEB/4BFGORJRs0ZaSX8gg8B2Q3TgQibCchUycZgnHsLKVZvfieHUxJD7phUF45ARBr/vspiXeOkQg6Fq2TxUcPBsyX/4vTPcUa0zN9lCWBGx1vzVTsS2UjQbE4SBiwoEjIDY/uo0lDa//eGnyU4klRDbibBsCxVJjNKkMokhCUA8XKCQuoc3veZ2DlfHyWd8BkHEC5eWSQCEnYBJMZo/9r3eRpXnMB7SGuzSHTbwnQwThXlmykdp9yKWN5sESuHbFgJBM605OqNJe/bo2UmOYaZUJZWOqd7vMFg3dNdBh0m/qOyCITUuyXrJ62y7vcJ66yJKx4y7NmkpAI0ymt6ghuekKRdOMla8YyT61gfH69oO84Wp63Pmi2hoclRR33+2sRwmqw/yxpPjPHTbkH//6OM0BzfMnTcsGnUU0u33QEqGgeDS7jne/fgZvOY4l84WWas5KC2QjiA1ZSPtkXWzbWNJSaQVgygmm/J4ammDE+MlHl6cpt3p0ukN0coDAfXA0I8lBddGyoiHSiGf7fgEQvLoRpZvmO/wlocbPPp0gQvrPuFeQLXggGeR8X1OTi3y6juPMFcB31GJ0U6sCGJFHLWSeXM4pNMOyJcclAoOxi+Vcmg2BsSxxnGSZ3OskiEIYtrtgGzuOjPix/7bh6E3JM5pLMunG7jIuA9pj7hrY1vR6B5KBtF1ArT2cdKCet3j8096jE3F4PgoEvBzLA2zAj65qbAyBiVG1SphaIRp3HaJdLFOrtIj6MWE3TJR7I0quIq8EyH6A2oyS9bdoT5MsRP7/LdPOEwVIjIZRRgmiR1jknfr6YU+tpXc++OFiK++q8NfP11k0E+qTPvGAtmszTu/7QS7e310PI6QuwSmizYmqeQAlkiquB3dRVk9hPBRKjE48jyXKFQEwxjL8XBkQNpRRCqBvK6lcC3NWivHUk3i2lBybSzp0WyGbG/vIqUkjDqUx2wWD5dYWWqyvNRgbqGE79vkCykOHZasrjRZX28zOZXD8yyuv9z+95ch3Ipb8beJrygI+o//8T/ysz/7s/zTf/pP2dnZYXp6mh/8wR/k537u5w622dzc5J3vfCfb29tMTU3xPd/zPfzsz/7sTd/z7ne/Gyklb3nLWwiCgDe84Q38+q//+sHvLcviL/7iL/jhH/5hHnroITKZDG9961v51//6Xx9sc+jQIT74wQ/y4z/+4/zqr/4qs7Oz/NZv/daBPTbAt3/7t7O7u8vP/dzPsbW1xd13381f/dVf3eQ69zeJZO1k0FrTajZxHPdAC2RG1ZuZmVky6TQCaNTrCCnxUjl2ahEzYw47DYPjOkgrcfmK4pilpSVW19awpBy5w4X0BwO0Mfi+j9b6gMohRgfSHdW39zVKwIGj2o26mv0Ddz2PmdlZiqUSy8vLXLx4gbHyGJZlJRlPAZlMlmPHT9DtdhFSoJRifHyc48ePc/78ec6ceYE77riD9fV1tra2OHLkCPPz8yMHvOTY+oMBG5ubzM/P46dSYAzpdJqjR48yHA4pFov4nnfglpQAoH1wKYiVZredVIAiY7AsmBuzmC4PCYMu9Xof8LjUrfPrn1wd9SYxWDLJ9mulQUmMZxCWITMT4o9JBk2JiQQzpTw//213UC149HrRiLudut4DxSRUsheH2f+dSXQ3RyYnOTKiUxpjUHs7DPd2cQch2iRWykMNH92FS80B02MDmoMhtWaaQXMMFfl4mTZYAzwnIlI+RkukMExnhlxeq1CaTK5txrOxpSRSmpRr4/s2g0FEpZIsTNLjFvmUSzplMxzE9IcRShtedaRCr9dl2LUJIpvIG6J8wbwtuDfbpB1bOBj2Iofl1hgpR5OuGIaOod8wiIxEugJhgdCGw/k+3/1Aj516nb+6NonSIKTGFhKtMgl9xDVYOrECjsMce6LNkWNj+L6d9MISAqUNl3Y6tAYRhZTD0fEcsdL85icvcW23h+u3SKf7NFoFImVjWzFxbHOhl+P2Yx0uLnn0BtYBVa+YVdxzan9BZ4iNoB/Y/OKHH+fnHnmIoCswQmCnkmoGxmBJScqVnJrJ8HbnNn7zM8s0IwswSKlGNCiB1hJpKXx3QLdRoFTepT7IjAAcGDuhH/a6Dld8lymTZVNE3FdtUXTgNSXYn64tDL5t+Ny6yxsWGzjFGhqNUZK1vqFuFFI79Acp1L7L9Y0ZXGOQliCIBVMqRyiHKGOTygYEgYsRFp5jY4/+6J+9/quZKOWxYocoVviuw/LmHg/ePkekQsJ4eAAktEmcsDJe8aCvyCDo0Bk00EYxCLs0+7uMF+boDTWtYYwyhl6Y/H19EBJqw8nZAunR4ksIqGTTVDNloriFtWCRP6xIenlJtLZwnZDbpyaJVcRa6xLxyNVtO9JkpSBnCWyhiVTM9MS9LEx9DVLaXK9ivHiO/lL9fLjhGb8+P9qWy6mJGf6PByPe9+ln6IVRAgr3/zCOoZ/Qp7QWSAlSJM11h4UdtjoltBE4lsHKCZLGY4m9chQrLE8miZlY0e4NsIXgz588g7WdVNQ80mTSbfxMgV7P8GTN8HVeDmPXSTsx/3A85AM7Lhe7Lp0rBR6e6PP197V5+GSf7qBILrdIaexOXFtSLUb4VkCn0WenHzDoRyi177IpkCJHP+zyvk/+GY5n8epjxxjgMow0roTH15/hv29sYlkxSllsbk2w18ijBLi25BVzJVa2rtLaskgtBrgUaA4cUnaM9AKaw9JB9fTFYdsKK+VAOxnZnRUbP73HZC6PLyyWGoYVW9P2e0hRQgKeZQhHPcLCfo6o53LbRIifUoS2oawlR1OCii/53ecN62QpVXZYblcpMqTl+OiqxcauQNeS40g7itKo6P/K410soRMTR+DEXMyRhUN89kydpY0eQsDh8RSzUyl+53NX2esGCGP4ltOK+bwZJaQO2OXsDgUtPeDq3jnuzbwa180QRl2kENi2JLYEnptBxBKCgJSjsWVIbCzWOkW+uFPFSM3t41n21juI0Gd3t4PjOIyNFajtNckXSqRSDguHSqyutFhZajC3UCSddsjmPOYXS6ytNFlfazMzk8NP7SdTFbfiVvx9iq8oCMrlcrznPe/hPe95z5fc5h3veAfveMc7vuz3+L7Pr/3ar/Frv/ZrX3KbhYWFl9DdXhyvfe1refrpp7/sNj/yIz/yt6a/vTj2udJxrGi1ElqXFAJtNNqYpKKSzyEtiygK2dvbpVSu0B4YXFfiOwKtFa7rAIY4Vniuy+LiIo7jEIYhOzs7dDodrl69ihCCmZkZMpnMTYAGEi2Rbdu4rnsAfpRSN1dVboj9SlEmk6FUKtFsNlFac+niRaanpykUiwhpkU6nSaczI1viBFjNzc0RRRFXrlzhqaeeotPpUKlUOHLkyAEFUghBHMesrq6STqcpFApEUYRt25iRNsjzfPKF4nXra3NzE7co1mw1ItabIZFJMv0zJZ/FqiQctmg0B/jpZH/ve3wLiSbS9gHV4/rJamTgEaIRjsZxLXKTLrePV3jrQ0fIeRb1+oCN9Ta5vE+h6PO/ii9n6CGEwK5OkC0U6W/tsrTVYrkdcq4D2nJ48KikI89ywkuxVTOcWXKxIoturYLWSY8Ny4ooZFt886GIT60U0DrFw0crAMwUUyxWMlzYbOM7ieGC59mocH8hKAiVphvEDGKFCjSnpwu89niV/+sPPsnGlk21O87QWceRPbK+S99oLAChSeuQacvh4bEe/Vjg2QppDGu7NvW+TSkTUy6H3DOXxyZDHAdstbqAhycFcj+/LsBCYEsYKtDaxrUtstnrWeSL223+4PPLbLaGxEpjW5Lpos/t00VW630cW+CmO4BBKftAoAwwiC1e6OV59V0Nhn1BEAp83zBbCcl4SZLAloZrjQRQ2m7AL//l83zdwjRhLkU/iihnJEerPjnfxXcs2q0I03L4vx64j//nyU8mAETtez0bLCcmm+kgOh65XAeBoblzA3VSJKJmHUJ/kGF2GgZBlivtIUfzAaCJjcAeaUuWux6TbgY3v0VkNCZ2QCqWOqCFwUQWWktQAvEy4m9IjB5yjotwYKcdEioPMxJz17s97pybBmChUibUBj8tmcgVEcCx2Tx77XXCOBiBoOuVoKxXOABBGEPazTMIu3TDJgZDd9Ak4+Uo5fLk0w6NXnhQMdHARmOA1obbF4qkPTvplyMk3/qKh3jvJx/FkgGRcjBGIoTBc4dk7Bz3HyqwN9gg1hFagBQJBbAdG7paoE2ELRTTWiCFM5rv/peP7P7luek5TejFZtTLR+B5LpfWt2i3Brz1lSf5/LUNvnBtDyEgGiqk6h1UQ1VsMTbbxHYESiUasumje6yen0xE9P6ockpCG1U6MbrZT54Nooii59CNNYuHZsjnM0zHefqX/4ydqYC1Sx4fWYmZTPmcLhex7DanCiH/ZybiUzWP9cjnTG8CpzDFw3fM0e77NPsO5XxMwR/Q73RZ3mnj2Ba5vMdOrPjk1Toruz16PcVPftUdeKrDgnF4YsPwuWuXGCpNYKBSaDA3s447mksbjTKt2EGmIqKBzTBWfG51FxllcYstSimfnbZDxo2QAixbYcLrTIT9Km8ybybViMQ0JXleHKn5ule42BnDk6uCqUwXYdJMmQKzGcWhQpePbcHVRgpHxuh6jAxdzhufsUzIIR8cN+apFlxai1G5mIKraHZmQUANTdkKKZcMHd/GdDS9yEJLi1Mn+gCMpFEESnJ2J8O5xhy/8u3z/KOHFw7O49ceu8jHLmyjDVgyOZ+dIEL0NVnLwrMg1NAMoRGCa0mWa0vcM/8qivkFur0dYhUSRQkKl5bElz62JXh2p0A3gFrfpxs5OJbggcMVvuv+BeLA5uqVGs1Wh9tOHiGft7h0sUUwjEmlHXzfZn6hwMZam5WlBrPzRbJZl2zWHQGhFmurbaZnc6RSEm1uduG9Fbfi73p8RUHQ/79Gvz/AT6UYDIcMBn2q1UoCAkY0CyFl8vOoh49SinS2yFo9ZrriEwV99KgyAon+R0pJLpfDG1VHgiBponfo0CGklPi+T7PZukmDpUfao31gsi/6DcOQIAgYDAZJU1UhXgKGhsMhW1tbzC8sMFYus7W1xbWlJQqFApOTU2Qy6VFl5uY4fPgwcRxz6dIlPM/jxIkTB/bo+y+7vb09er0eJ0+exHVdwigiHgwYDAdsbW0xPT1NOpVOMvjC7KtZk7FQsFGPWKkFhPsAqJzi6GSGcNCm2zOUSiUspwNogtBCWF8qGwy2FaNCm+MTGd546hizxRTTxRRKGTY3Ouzu9qiOZ6lWM38rvvSXwkJCgPB9pg7NM3UITvdDHok0YxmXz6w/wdldjWc5LIzHlLwWvdDhwoZL2Qu4rTxgKuew3HH48OUyW50st03muGO2dHAN33LvHL/+sUtstwPSroUlBMMRBfH+hTKWLdhuD5kv+xwvZZl1HIJeRKMzAJNhsJZFywq5fI2YCDFq0hgrQbdV5Vvm+gSxS5I4TE7y2EyEISDlGPphGhPBUMVoLcg7MZKEjqJvoBPuh0QQdmzsTIpf++tzuLbDeM7nExd26AQRxbSDazmESrNS73N1t0dCDZEHvaBsKx5lWRO3NKVtYi15vpbjzSd3ybqKbmARa4FjJRexNbQ5X/cQwuDYEe1Y8vTmJssrhRHlKwHW33nvFPRihn2L+ZkpKtVJfve2u/hXf/5+LjV3MEIipcYmplf3yZaHFHMNrp2bwpib9SYjeQpaS2I55NWVNL+/XGa11+NkcUDeUdQjm4vtFCWR5d6KpisijBpVd6U+GD7LUgcUtS95DyqDlDG//p2v4Q8+f4YPPL0O2gWhQcb0ojYwie+6lDyPSCk8R47mlph+2CWKb1gUjaqfkQpQOsYSVqJlsRzyqQqhGhKpIbEOafR2mSikOTyZ5exqi0GkbvwadjoBtU5AyrUOEgfrzT2C0El6YTkRUiji2CKMsuQLFmnXYqPTHAHepAyzbzogBEhho3VMc9gYffYyNxw3UytfXA1PnqPkuu02tnly6Ys8duUiT30Bgp5MUJwANwXj2RSbe0OkCHG8pBqoYotUJmT6UGO0bwko0tmAF0+X+yBg/+eEcjvSPToOE4U08wsZtInI6hIPz70CrZ5BkmNjOcP/9znDHZM+d5dTTGYDinmf73pwAacwTaxs2n2LjboDaCYKfVJ2yPZ6i2AYMT2dp1jy+U8fv8zjV3YZdhVI+LrZBNxEQvDnW5pAQ9aGnCWpRYZGL4vemGJxep0octncnQADvj/Ekg6DrocrFKG00GmHYZi4ve2fexRapL0enX4eYxIq3vVrpZPK8ICDAt4bH7R55GQfMAxDw7ndLMbAIG5yvp3Dr1tIItJeB2fTx89Z7BWhkO0Dm9Rziudrk7hC42UNEYJ2e+wgKYGU1JSP34mgqVDGkJuW2JbiQjsDwB++MIEyMds9H4TL8XFvdD7J9b261+UTl3YBgW+PEqAk17YTw96QgwRQ4syYzFX9MGRlu8f5FYeUPUbW3RlRVCWDwQDLkhyamOaB0/fywmaPtUYfWwpOTxc4XM1iWQ6RkyVWO5RLRaamioRRHceVNJtD/FSy/HNdi5m5PJvrnYQaN18kn/NIpx3mF4qsrbVYXmqSTls0GrecEW7F36+4BYK+AnH16hWiKGIwHGCMwXXdg4XVvp5FACqO2dvbo1gsMYwllq3JpWw2VmtkM5kDPVMcRwduaPuxb4qQTqcPPo/jGNdN9BsC0FoxHA7JZrMUi8UD7VEcx/T7fc6fP8/ExATT09M3udxprdnY2MCyLCbGx7Ftm/n5eUqlEhsbG1y8eIHJyUnGx8dvMmvYN12YnJzk2rVrBwYMSqkDLkCv12NjYyMBOuk0Qkh8KWm326ysrFIsFqlWx28AWIKkh6NBacNeK2S1ngAgIWG6lOLIRIZBt00YhlTGJrHdgDASQDNZfGsLKfQos3wzIIqVQUrDg4fL3L84BhgGg5iN9Ta7uz1cxyKONWGoSNlfups9XF9IJdW0lwdC+5/tZ0DLmevjHqt49Dubfi/p6D1RdpioaJ68kOdDlypgLIS0sKXgcMHnn3/V0ZsWV0eqOX70607w6JlNnltroo1hYSx5mX/9QppMfpveYAtjEp6+UBN88UwTW3QRdoaLVzyOMsb4QpYdukgZopVLqlekvmnBXB0xGsv9FbgAXCvR2ZRTkiCIcV0L23F4w0LA+b00wzhpXHrjoi/S4FiGSsfj7JLmam0TR1rEyiLWhsWxTNLI04BrWVTSgqVaD20MtmszGKbI5xuk/D62HRFFDpYVoXSSuq0NXD54scJXLTSppiMyUqN0cg0/upSjHdj47hDHjghjm7QzJB9H+Lksw0ixsjfkP398jbe94gjHjs+QSRdApGj1NG++45uZq2bY6W/yp899kt3+JtOlPo26w4UvzDEYuDeBZqMS/YedEth2yPbQILPwjxccnm/leaGepRsZJnzJfQVJNDQoRs1czfUvyiOxhMDYEU5qQBxlMdGLqkEysdnVQ8XX3j4PGL7j/tP8+dkNBibGtpNtN5sNAH72jz9APp2h2R/wPQ/cxysXDyOFhWt5N4OgUYTxEKWj6+6MxuA5KXJ+meZgG200w6hLrbvBRHEO1y7R7IUYEpvlQaDoBwohOKgQtwcDHj13DscJSacgjCRaS3xXIMSQxsDh/GYXy7OTpae4+VkCEKPqimNnX/rgfYnYf3b2ej0AfvsTf8Jy4yqzIqYphzzdHrL6xXlUKBKXsZEjQdCDbW9AqmRhehptBNIyVKYbTC408dP72szk/FRsXadEBQbpycSAY3QA0hJISxDHmrTjoI3mgcNFovj6ovTuyVMsFGa4PHeN9WafZtsmK8vcPT/O4YkcIFBaMAgtdlou7b5FNR/y7MYL/P7TmwwCyUy2yKtOTFCqpPmzp9f4zOVdlEqASNprc38hqSp/YlcxVFBIzEmRUlD1BFuhoN3L0e1lGQQ+SktcJzlXx4kZCA9hBGiDUh6xim8yJ4kCj/xYi94gi9I2ECNlUvnR2sHohCJop+DNr67yD1/psb61jRSGNx6PmCsanlwTtIZZfFuRtds4jksQ2+zMGrpCU3FCNi5qxk9kse0uixO79HppdvdKNPfSeIWkgrixFlFfAAEAAElEQVSPS2Ss0A1FHAtOn2ixGhVRWpCyEuBeH1qEClwnZBAprjXr/Ku/PMMbj97P/ceO8hfPrRNrjWfLA+obsabW81nwO4n5zYHODMDgWJrWUPJzv/MCQagRwuHIRIFXHBlyfM5GGJcoGEPZs+hIcN9CmVculm8C8FJkWF+rEQQhx48fwrIGWNpQLqfZ2e6Sy7mkMw7GgG1LJqdzbG91WVlqMDNboFhK4aeSStHubpPhMMDPvnzC8Fbcir+rcQsEfQUik82yvb01MiWI2NzcZHJqCs/zsfbTwULQ7XYIwoCJ6Xk2mhHVkk8UDGi3Whw+chgpkyzpcBjcZN0KSZdqecOEmGw3uEn7E0URQRAwOzvL4uLiwYJjZ2cHpRRzc3Nsbm7SaDSYn58/sOButzvs7dU4fvzYgfuclJJ8Pk86naZWq7GxsUG9Xmd+fp5CoXATANja2kIIQaVS4eLFixw/fpxcLkesFOvr66RSKcbHx2+iutVqCRl7ZnYW2x6d54hqhJAobdhtDbm2OyAY0Vwm8j6Hqil67QZaKarV6khI7yGwgSYIiJVNyh0yDNKjBVPy99oItLap5uC1R5IeRa3mkPW1No4rOXJ0jChUdLshVy7XmV8okC9cp8QJkdBZbgwhkvqEMQcn8DeOaqbCxfoSwTAiCENSKR/bBm0Upw9vc3ohzaHMQwgkJ6fy6HZIfatLOe/h+87BNZgvZ/jeVx8hiBShMnhScPHcgGH4HEGzj+N6SGERx320vsyH6yGFypBaJ6K/6XD5iseVJZexcgbbNtQbkjCU3H5yQD/0yfgDgigZPwDHUljS0A1SzBYdgiDGtpO+FhXP5ZtmLf54RRHqJCsMyd9a0vCaKrRil6VGgF9JrNgHUUJT224PmSmkiJVGxQatDY4U9CJDxrPZ7ZcJoz08L6Ra3mV7bwKlEsG1UjYGyVbX4wNnxhnPhGTdiFjb/OCdUO97WDJkvLJDv1tECkHG1pQsw/ndLhPZFBnLphFqWo5PJlPGaJtmN2ZlN6CU9yjlPCZKR7h77joQ/S9/+QXe98KT6DhxdUMwsrYFt5AAoVymzeV6lXbRkLUFryhZ3F2yDih9jYHhPU+G/MD9NtJItKUwysZoScGGCSlZ04qxUo3Nvo8yzggomQNQErUV2XzMV98+Q702AAEJhn9pdWSlVmOwvYsASpkM2hiEsEi5WcI4cZu0pEPKzR5UHG3L4UakL4UknxrDoGn2d65TyYRgvOAzXvAPXLSU0kRK44x6PAkheH5jiV4QYttJNl5ao35Io2dMx4ZLe00eOFJir7tCdgR4EsH7/gOnUUiyejqpDI00hEmvphvP2VDr7XKxdoalWp1nr4XsNbr8wB13cb75OCdlkYwX8anekNq18QQA2S/SXUmwHInxYNzRjN9+DdvZp7TJA5eU5N+C7dUiWoNlgeppZFqCJQ6KRVobAj1KgkjDsfE8rzlefcn1KqUKvHLmbl45c2OSRaCNIIyh3nGptW0sC7S7zn/4/F+zsZlBq8TYZaW9yzO7TV65WufsRicxhgiS+/IVYxYlTxIDjRjS1vVzVtrgWAIfm56OafeyB/s+GBeRlOZGRR2METh2TD9yRlUfsJwsg1ZEtbxNrVklVs7IsTExGUkLyVsemeaufJ6xSoZi3qHWvIBSAY6d4fDYkJwbYAvIuhHrrTRPrM4QhiGbywNUZKEBLyXY2MzTGjZBCoJWlmhg4aSvD+n+YWdURCcS5NOKuck+g7rLeit3oPl0pcagR4k0m3y+gfbrfGT1I3zs/PP01eHRMzB6B45+XmlkmS72SNuJq+D+jl0rcXjbqFs4lqRYctDasLwtOL+W4d7byvzEd5yg34/Y3uxy5XKN8lia6ngWz7NGCVGPbkezvr7F2FiRUtklVi3CUGFZklTaYWO9zcxcHs9L6MK2JZiYzCKloNUaki94WJbE9QST0x7GaBqt62uMW3Er/j7ELRD0FYiZ6Rkc1yEMAobDIbu7u1y9cpXK+DgT4+O4jkMYBuzt7ZHN5hlENghFPmWxtrxEp9Oh0+4ghcBx3QNKW6fTwfO8RD9jNOIGTU9i0RndVJnp9frEcfySzs/7FZuxsTGKxRJbW5tcvXqVXC7H1NQUq6srlMulA9vy/RBC4DgOExMTFItFNjc3uXjxIpVKhenpaXzfp9/vs7m5SaVS4bbbbuPKlStcuHCB2dnZg35At912W3IOo+9tNBrs7u5y9OhRUr6f8OVvKKNoA/VOzOWtPr04eZmOFzyOjKcYdBpIKRkfn8C2E6DY74dcvboJgJQKHVsMIwfPGxKGLsaMHgsBpYzmR7/mLqSQCf1tu0tlPEN1PJO4HwFKGba2OqyutDhx0sUZkcRflo60T9UZucZ96YrQ9Q/3r+HJ6kme3jxPo1cnbWVJ+S5Kh4QqINaKB2ePcv/MDPurq6igWLpW5+rlOouHy6TT14EQgOdYuDajTC9IO0IpD4yDZVk4to9SEX0Vki8PyWy0UZUiQd3CKMHe7oiGZUNhLuDfvmqWptY8275GyhtgjQBNrCX9Xpa5UkJPFBLiWCOtEESar5/MEAc9Hm/G7AXJ8VV8zb15wSNjHu/fCNBhYvfqSvtAfzIIFc1uSMqxsGyBa1nkpEH1I7qxpuCn2dyaZ3JilXy2g+8OaXYL9PpZ4lgThDZZp8cdJ9qs7trU+ilMnFTe8rkWmdweWtkMO0UsCSUvpjOAXqxp9kPGS1kG3ZClRp8Hlc12I2az2cK4dZTtocw8tpW96Rb47je8At+1+PUPfoZgZE0ubHALAicH6VSPIHBZ032+2JDcW7Jxrq+FEQKaseJyW3Nu2+b2bI6B20wobFowOxYR13yEN2RTRFRmVqmtjxMFieGECjVqGJHODHnP934NtiUYDiPqtT6zGZ9z/RA9Aic33Y9aUMhJDlcmDrQ+Wb9M2iuMHNMktrTZv+H3kxfmhvtXCotcqkykAjwnRSFdwZL2dapZcrMjhcB6ETesG7bQJrHTtvYHwpgEABmDwaBMyFR2mkuNDH3VJSVF4rY1Wq5GxpB2FnBi/4DWprTm3OY2V3b2kEJwfKJKPTzH46sfo9ZRnL02xjCULFTWgbuwhgWOVDV/0VYYNP1m6gYwcz2uVzQNri1pbBWYXKwhRALyknFJqv/tTpaom8GQ0HmlhuGOwhmzkr5fTkKDs4RgPOfzhtPTvPa2CdKuNdrHaGJ5mVBaoI2kN5Ss7Qo+eeEqV9d2GYZ9wpkrNHcnMFpi2SPKKBComM9d3SWIkmsRKg0W2NhYMqFyaRKM9uLYP29tJK4THhzfjeOjRDIHmFigiHAtj35kk3JibNshikoMGh1K6S20dIkiBxnbfN/Dd/HwqUWMge2tLnu7fcYqFWYm7mF9+wuEUZcoism6GlsKOoHP8zsTxLHG8zyOHHFwHYvlzXUs3wI0wYaLKETkJ7dBeYTDDMP+yCl1dE+qQdJ7y3E0tqOZzXfY66YZKnc0xkmfoji2yXkR+WwHYwSRCPDzm6wuWWhToBeGCAGOsJFS0A1dnl2rcPt0LXHhG+0ziCxWWw476wU8Jxk4pQy+K0mlbM4utbm83uPEfI502qXVGrC10aXZGDIxmaVcTmNbaVZXNwiCkCAI2d3dJpuz2Fhvo5RmcirH5nqblaUmk9M5ctnEWVBKGJ/IHLyTEsOTpE2CNpIg/jL82ltxK/4Oxi0Q9JUIkfQdsiwbP5WmUCpz7coVLp4/x/rqCouHDpHJZOgPBkxML7DTjZgqp3AsCIMhSis2NzfZ3d1FKUW/38dxHM6dP48gacY6HA6pVisHu1QqxrLkdXc4Iej3+yS2pim01geVoH19jhAC13WYn5+nXC6zsrLC888/j9aau++++yU6oYPTE4J0Os2RI0cYGxtjdXWVs2fPMjszw/bODmEYsri4iGXZHDp0iN3dXa5du8ZwOGB+foFMJqFnYQzD4ZClpaURsCq9xFhAG6i1I86tdujFKpnECz6LYx6DTgPXdSiVyzhOYsm9trzElStX6XQ6jI+PM5tLcbneRymXgVZ4boQlNAgopm3+3Te+FqMEV6/UCQPF3EKRQtG/IbspcF2X2dkcKm4iSCOlQqmIYBjjetbIYAJsO42ULlHcJ46DA51K8t+XX8Q0BzFL9QghLA6VKxzRd/I8n0c5IfXBHmCwpc3JylHumbr9+h8ag21LFg+VWV5qcPniHocOl8nlX9q8Nx5l823HRVqglcRJpZHCwnEEmCZCwMxiC+uKBcdtWo0UWoHjacq5Dt9/Wxm0oeS4vDJ1iPWwT9sMkQgOOykyuYhrLFEfJK54thK4+FTHFrG3I+4t2BzxJHq0YLWEIOcKBspwdi9CeonNdKw1ltTESqIB6SRZTcEI6MeGu+cKbDSa7HYjtHG5tnSYTLaD5wVJRSSx7iNnt5mZrdENJMem4OKSxs/vAJDPdOi0S4T9HMPY4VAuoBs6NFRCZ2lHIWWtk4W7kixvD3hu9wm2o2cJVR+2IO2kuXvyfl618LXY+308pOQ7vvZuvv6B4/zbP/9LnllZx9jgOBEpr08UO7iuYm5imU/sTbETVLm36JCzJdrAlV5M37SxLZ8/PhcxmStQnoiJ3T5GaCwE0wUFjTQL6YhOSjHI7nC1I2m2fBzpcrJY5RtP3ENW2EShZnwix9hYhreVXH7uo19gGFgYodmXLCklkVbMd77y/pvqDpawEhAzeg72n332txmtfvdBkxACx/IYL8xjSQsp5JcwJzD7l+jguShkJLYdEcc2QsTXqW4Y9MggYaygGM9meeTQA3xy+UlqYQfHGCwj0VJSyc4yPriLMytNAmeT6Wqe3/rUZzm/tUOsNGDIZNpUK1coplPs1atEsUPe7ZBKJbS/qu3gyoCWSjScRn3pRaEaJlbqbtZj7coElisoVhs4TlL609oi6Bcw6xU8qVF2ssiMlUAaQ1iP8cYsUoUGaqDpbGVJHR6QcT1WdjVPL2+y0+miGOKlwbIzzJRyTOSy3DY2iyttWq0tnl1t85mVDi9c6dLdBYygfGwXe+CjlY1lR0lVbARWtDQEUYAyHnL/MwNthgQqSZi5AvoK7BcVBmJtQBp8NyCf7bJTHyNWFo6dNAtGCIYDiesZ9ADa3YCpErQHafrhfoLOwXV8iqkO33pEkE4rHE5iifzIWU9QKmfY2+3TbAwZn5jBcXI0WtdYbl6lH0IjzLPWytMNwE9JXNfChIruMOBrTwn+4rNppsf3cMfzCGFjmg52yiIwA4Ymez05NQIGxgjiWKKUoJAKOT2+y1oraSYcGQuImS50qWR67BMUhYCeCZisbtHo5kZugprIxFjawsajNoj45OUpJvMBvh0TaUkkFGFTYw0qBHFMwIhS6tk4jqTdj7m41uG2hTy2LSiX0+TzPrW9Ppsbbeq1gGzWsLOzx8LCDOmMxerKNpYlCAPFkWNjpFIOcwsFNjc6rC63mJjMUirvJwcSFqZWyVxthEIKhRGCQfC3Yy/cilvxv3vcAkFfgTAm0ZoMQ4UlLTAR9XqNdDqdgJmzZ3Fdj7FKBcvNkIpjSjkXz5EcP3Gcw/Fh0qk0Qgh6/T4Xzp9ndnaWsbExhsMhvV6P1dVVhLheCQqCJCu3rwkyxtDtdNBas729TbPZPNAV1et1gJvc4bLZLCdOnKBer7O8vMzVq1eZn58nl8u/pOHtAQdfCEqlpGK0srLC8y+8QBzHHDmS9A6K4yTzV62OU6/XCcOQer2O7/sHdLjllWUcx2F6airRMRlG1rjJIqnejji72qEXx1iWYLrkM1dy6LXrZNJpisUitm3TqNe5ePEiu7uJpex+9euXvu07+Pcf+0u+uLxOGEuC0MO2NXfMFvipR15Bpx2xutIilbI5enwsoQ68KFw3x6ULO9T32ji2S6Wap1bbpd8PmZnNkculRqnPDJvrLeYXxgmjFrEKRy5QBiHs6/Q+BJHW/PEXrvHE1V26wzihjkiYdW2+57XfRcdeYre7jWs5LBZmmcyO3wBKkxdVAogFi4dKrK+1uHK5xsJikUIxdaCpSnQXMZA0jHQ8C8dKIZCjxatmMi3oqkTQPXtqj27Tx2GAEIbiWA8/G5MqLoIxibU4giO5ApZdwmhNFAx4Pt5lIw6oOjaWFNSimFq/i5+zMHYK2+5Q9iXdKMmSZ12BLQWPXg2oDTWF6T6QGo23Qg1tzEgyIYCNVpdGL9HI7HaHCBLXJteCqVxMb+Ax6NtYToTLgFKuRbowQGMIYsVme0g2F2J3FgDY254j0gYpDIvZkPsrPTpBmQud5PwMsN5sk3HTZJwsz+19iuXB53Ash5yXRyAYxD0eX/kYgQp4/bFvvqkq61ht3vrKHg/ON3jvk4nJR9oLqE5sk/FDfOMwMdbi6qbgIxdKVDOCe2cHLOSHPLvkk81H7LVc3v35iAenSrxyMUcqM6ATwUrDoxMpZsptJnyNl5Z81TQ4tk25eJRs6jh7O33W11oYA6mUQz7vMVXK8f9846v5dx/5HLWeThatgO9pXj+/wDecvIuX8xLYBzw32Up/mTKnFNaBicKXjRv/VrqUig12dqtEkY1lJdQwpSy0tshlO8xWxills5SyWWZL43zx2iWe3bpKc2C4fC7L1SsOWp1FSkE2fYbstIP0YaqYwx/RerV3mWEU0Opl2W3ZOJZByvDAkGC/Cak1GgjLU+jey1OEoq7ByRqa0mN2OmLl7DjdcoFAaBTQqqXJezavO6m5f2bISt3QHAg6YgilFhu1OZQWDMMUh+cvsxZX+OLzZQK9SodtYr3/vLuknJjJ6hKX64rI5Cjnn+bunE2t5vH4ukerH9PZtRPKmWvwSwOCfpF9IuD165Y8T8LWWDqp+LhpyWCgeXrT4f6U4tAYHM8InmwmjmauBMcSDGPDAIVrx5TyLWw7ZnJsl829cYLQJY5kMrvZAq1hMtcjqufY7IVkqi2mi86IPmzwLXjLSRdkgLQ8pqqzXLncotsNyec9PM9irJKmttdPtCtensnqnexeyvKZq3tUsy7DQGHbAs9L9FZrjcSV8am1DPed6vL0lSphJ0TrkPzsAKkGjI17eKpPMKJGGwMyLTDdpOKzuZPi0FyXvB9y2tsD4O7JHbBDitkhX1gapzhZO6jyGaCaDdnOtai1iwdmKLHRxFrimgwPHomQjoMWMYcqKbxojP/2PxtMlBw8D4bDGKXAdq6/Z6VIKJJKaSxLYttyBGQy7G7HXL26Rjrts7A4gWV38P0SZ8/sIKVgOFSk0kkfp5nZPL5vs7PdIxjGVCfS2LbEjICXiQ21vQBpxYyNC3z3y+teb8Wt+LsWt0DQVyCUhkgJFDZGKZauXEIpxSte8Qqy2RznL5xnbXWVvd0dXD/D/MwMac9BCEM2m9BaEroJB2YKmUwG13VxXZdMJkOz2UqEySNnnRttr2EEgnq9UYVE0+l0UEqhtabb7b6E6gYJKBobGyOTyfDcc8/x3HPPMTZWoTo+Ti6Xx3UchLyugtmvJrVaLXZ2dtBaMz8/z6FDhw96AmE09XqNwWDA7bffThiGbGxs0Gg0yGQyNOoNTp8+PaLHXQc/WhsanYjza116cYxtCWbKKWYKFr12g9zI7EEpxcWLF7l27RpBEJBKpZidm2NudpYzZ87guTb/4uvfQKPf5KmVa2gV8sq5ChnfIYoUG+ttSiWfyekctr0v9r+hAaoxxLFhZXmD+fkF1te2KJXKSJFndjZLNuuCtlnfWCedsrlw/gr9/pBKpUQun2UYBEkTvEiwvbVDoZAnk0nzK3/6cZ7erhGFGqM1addBO3A5Unz0ygb/5KFFTo0deikPJzmogx8FYFuS2bkijtNhZbnJjDaMjaUPFuWW7QEhSkd4Vgo56jPF6Pp8w6zFb54rMlaq4zoRhbKmUO5hWRpjBK12gVfcfifD5WuoXg/LGLQSSBRGKfZUj7NxDdvKsteJ0VY00jiEXKkt0Tcnebyzw31WhZKb9O1pDzUfX4547FpIZqqHlwsxg9RIu6LxbBhGsNYcsNboYV7EOzRAqCRSaOoDh1BJxjMh5clNhIwJImeEN8WBTsFJRWRksrC5dyzp4l71IyIt6Q7LfGZPJpnu0RAPIsNETrBQSfG5vWdwLYesVzg4kqyXpx92eWH7C7xy9lWUUklldhg0uLz0xwRRk7MNDcIhVoaddondVoG8CaEHna6DjC0eOdzjnoUhmz2HRy9maMSKjvQRlqbVhUeXFc8PPf7j972KpWafdG+dtDmPMBaW8A96fCgVUm9eJuWXWDg0SxQper2QTjugVuuzvd3F99P80PHTbPV7yEoBFPzGt307S0sr1Go1JienDmhTSV+z/arx9cXRPg3u4B4UL+WL7f/9PhHuJpOIl8FGUWhQVpfqmKHeLBOr5PpJS1PINcgUamSdYwgSs5W/uPg0H7t2idpGhu0XxkFf34HShm4cYCKFHUvCtCLlOCDAcbtoY9PsBSNdpUHf0BqlGScmB3O2zdk4ojTZYvdqOdF13WjsocBo8JGcmi5wdVcwd6jHsGWzJ7aZt8aYnO8x9DVP9g2NvRSW5VCp7DJWbNDq5A9oubG2GQRpJuebZJ0sDeXj2IqMu69dhEFos7EzyfT0Eq3BgHobPt4JaO8U0W7EsJ7okCw3oRAKDELqg3vVjGi6o9kNjCCXchiEiijWCGPApHhiUOMQ8MiERU9pLvdMYmMfG4ZaY1kwP76F40QYDNVyDc+J2dytovAwdsxsNsVrZyb4qvtm+ci5a3zouSXiwOENhzpMTqaQ0qPVC9nrdRBCc2YvBysbnMyl2N3pksu6SEtSLicgqNUcMlZJ5rNXHxvnC8sNGv0I14CXdghjzdJeB22SnkGerWkMfQ5PD1lteUhLYXsWxhTZW41xnf6IXZpCCEFbOGTTAb2+xZWlHOVCSD4XYlRyz1fzA0Kh6AQ29b6mLDVC7FucJ7EwtYHlhDRaxeTeBRyjuHu8zd3FDlsdh0+vlPiGE7dRTRX4k9SzdPox+UxC/3WcxFShN4xxHclt83mazQF7uz0WFku4bgJwM5kcbW+IlIL5+WlcLyYMI7rdkGzWpVhKsbXZptcLmJjM4roWlWoG17VYX2sTx5rp2RyWNWp0HChqe0PGqi5G2fi2+9KH81bcir/DcQsEfQUiDAMQkna7xdbmBsN+j+PHj1MslWk2GsRxzNzcHMPhkJVrl+k0ExOCcrkMmIQypJNmq81mE8dxSKWSLLkZASStVWKpOlqwB0GA718X7WutGQwGVCoVTp8+dUCFM8awtrZ2UA3a/+zGcByXbDZHGIbs7u7QbrdJpVJMTU0xNlbBcqyDhfTKygpXr17FsixOnTrFzMzMaP/JAqjT6bC6usrU1BSlUglI+kfta4UmJydv0jHt/229HXFxo0s3jrFtwfxYmsmcpNdpUigUKBQKdNptLly4cGDEMDU1xbGjRymMwFFybhaW9CilCzxy/ARK9dAmoYfFsSEIFIViCucm3ocYVVAMzeYAozoMBkOWl5cpj5W5dPEKxVKR1ZUm5XKJVqtHs9nk+PECxmh29/Z44flzLCzMsbm1zdTUBK1Wl0qlxLWrK5zd6fO59UQ8PpKG0x1GWKGgUkrxxeUtvu5kidlSmpePlwIjy5JMTeWwpGBjrYXn2gfUOEs6QIgx6mAFKmTSr0nFPdKpLO946F5+9fGPk8t2Drj+w8Cn30/zU1/9dUjHwZtbJNjdwarVUVGMEDaDtMfHa8vYjscwDIjpIUfn5QtDY1DnzmKWLw67PK065LtFgqbHektjvJjS0QGpSpegl0+yqApCZRFGBm3AFhr1ZXygh7Ek78YoIxjGgihwcVIBxtjXhcojHYptafp2UmHoRylSlqIbZOgoyRfrinZ0w7LGJDqBE9U+7fgCgepT9MuARo2qYZZlkbIzNIMa1+qXKE4n9Jnd+jMEURPPKZF2dkiWncnC1AhJS/iYLNhmyKHZba5201y7msIyhtDfAZ3G6rh4GYGbhrnFTXbXF/g3H3qBdqT5moU1prIhg9il4Cgc18a2JLbtEYZdGq1rFPNzuK6N61oUCimU0gRDTadlsbnR4NTCLMePz/L0F6+Qy6WYGK+yuZkAfNd1iVTEIOzQG7bIpopk/dL+sLwUAH2Z2AdD8stcQ4DHntiiG/mkU32mJzsoldiq23bAMBY0ei4Xz8Q8NCX53bMf47MbKygNexfGbgJAiGSkLU+gSTLpW/VOch+pmKyvEVIBIZaMCZWNZWVQUROAmumxPUjzUFZzrWlj5hr0Ghn6DQ8TXz93IcDLw698z31Ml2wube/S6IWkXItDlXup9wJ+9+nnuLZjCGNJMTcgn2uTSfeIYptaY+wGyh/EsUUmFWPnY8QgWcjvhxSQdmO6oYPql0mnd2m2xujGNoMY/LQiHjrsF+wNhrDn4mb6yXOlE/fAAz2PBq0shibm0Fia1doAkRGEA8259SKcgo9t9zns2hQEXB4oajpkITfGYs7n4aPH+YtrnyU2Q1wJ944p3Kn6SKuqMEpSSTu47jxvvvc433zPMa5c3ibmClCjM2gziBSDSHKlOcalRol+2OC80+ZrpotMTubIZF1cz6ZUTlGr9SgUfGxHcnQ8x+2zKR49U0sSFp2kQa0lDLY0ZN1EM6qMYLvjspC12dp0OFGqcDQNS4U+Wz1DvydoR12cSpc4rhCmLMpuTKdj85mnqhye73B4LqFI1gYetYHi0vYYM7PLB9cMEutrpQVCGErFBsVCAylU4lC5MslO36MT9JjKh7xypsVP/N7T+GJA1s3T2LNQ2sUR4HmSTj+iO4h58HSF+fE0y0sNXNceJedASptgaLO8vEGxmGdiMk8ct+h2A/Z2e8zMFiiV02SzHkvX6sk7YTqHEJDLe8wtFFhdblGvDahUR0kysZ8nkmhtI7n5XXwrbsXf9bgFgr4C8ezTX8T1koxKOp3h5KlTTE5OUq/VWFq6RqFQZHFxASEEGxsbLC0t8dRTT7G4uMihQ4ew7eSyBUFinjAxMXHwGZgDfY81+swYQ7/fp1gsHixKhsOAMAzJZrMvWahImXD19xuj7n/HCGGhjSGOk2z+kSNHKRZLNFsN1tZWCYIh8/PzdDodLly4QK1Wo1qtJg5w2Sxq9L3GaBqNBsvLy6PeQpMH+3JdFykl1Wr1oJIzOztLNpvYvDY7IRc3enSieNQINcVkTtLvtCgWixTyeXZ3dzl79izNZgvXdTh27BgLCwvYloUeVbySEAjhJJa6aIyJQSuCMGB3p0cYKHZ3e2QyDpYtD7QncazZ2e6xt9fn0KESfsrj2LEjXL26hOu4VKtVVlaWieOYUqlEHEfs7u6Rz+cplHIEg4iVlTUy2Qz93gAwTE6Ns7yyxmMXtzHZhHpjiVFDWAyxhkZnSCHncHG7w2w587e676QlqU7kDiy+D/llXPc6uMukq4RhAxMZhJBEUYRju8xUHmKifDf//eQj/L+P/3ceu/h8YklbKvDQw/eTKiYLYG1J2lnB0E4xbBmifprQbtMzIW4oUKqXZNbN6M0qDGd3A+5LGapygj1rjWaxiShIxkb3MnKUYo9cjJYYAcIkble2SBY1zeDLv5gDJREYepFFYZDH9nvX9SWMROdWovHo9ZI9Lw8CNodO4tgl41HFNQE3nhNjxQJhG2r1On94pcPkkQCHEM+SBEFiCeynfBzbAQSxud6It9m+iBSJScV9E1k+dm3IcJBJzEwOqKQQ51Kcr8+j4y4TTkQYunScKXKZPkeOrLB8rsLM4h7Steh2FddqfRbHMlQzMdokVat6EGFbglzGxZIyWSgFrRtGJ3FPk9Ii5WdQsUBIwdhYAaX7o20iqtUxarUGm1sbjI2XaPZ2GYRdtFFoFGk3h7Scl5Rx9ivV+kto3vbjxrnm5eKFq3t0ZA5rUTEMbYROEhEKD2kZejtZzjQHvPfZR3lhdzUBV0pSmGvRXCqgY/sG/JqAWUGSyBgGEd3+AM+xiYMxvMwmliWYqYYsbbkY4dJulQFIpYd8ug1fJVK8JQ+PdiXyzg3aGwVa2wVUaCFtODTl8q//8T1Ucj7aKBbGfBbGkqSDNoZK1ucHH7yTz62f4cmNZbRRYAT9fobtvXH6g/QBMJYyxrUDhIRIC1z5UptiIUBi6A98MjmVOFvGDmpUOrdsQxgK9ut17Y0i46c2cVM9wn42uT5Gow0YnTxPUWy4ttfHk4LXHK1wbLLAxY3knniulwFLYNDkMg5vWRhj0XcxQMH3+ZmvewtX917g8s4L2KSJQkg5DpYUDKIB9fgq3XCeklMd0aZzbG0dpTR5nD/73FkibeiHWYahIJNyyPqw2wl4fLPFndttjmTGEEKQz/tsb3Vpt4c4ruLPXrjKR840UXr/7kue32pa0Qusm9oFVHKaTgBjky5P72i+sB2AAsc1lCcbzI4F1Bpl2k2LlNfjmx7s8MRFn0bXZ7uV42pjjIdeB0t1n9WGz/zcCulUwI1pgJS0GISSobpOP7ZtTRS4aJMkaZQR9ELJdD5gsiDYbUvWtiJSqYhAWdQHMZlQk/JsvurOKv/kjYcY9CMG/YjxQ9ff35bMcm21RhAEHD++gGUFDAYRW5sdMlmXQjE1ml8M0hLkch5y1Lg1YZO4jE9k2NrskkrbZDKJyU+h6FPbHeC6NpZ1CwTdir9fcQsEfQViamaWUrFAJpMhXyjgOi7dbpsrVy5TLBZZWJjHcZJF0qFDh6hWq1y+fJkrV67Q7/e54447MMaws7ODtCSVagUpRy5JhgMQlFhMgzZJL57rQClpdqqUJpvNvKTSc1P/HpJu5VEUEUcRURzTbnfodLscPXaM8fEJhIB0Ok0mnWFp6RqtVotGowHAbbfdxtzcHNaoMmSAOIrYGBk7VKtVpqenD45Na83W1hZBEHDixAmkEKytr3P58mUqlSr5YpWr2wGdUQf1qaLPZFYw6LYolUvkczm2t7d5/vnn6Xa75HI5Tpw4wdTUFFoplNa82F0OIRD/P/b+O1q37Tzvw35zzlW/Xnbve59+O4ALXBCNJNhAkSIlWsWyrEi2nMSJIyeOrCiyM+RIw5KSkZFoJHaiIUWWoliFkiVKoiVSIggSBIQO3Htx2+ln9/rtr7dV58wf69vf2ecWkIz/gMlxXoyDve/+ypprrbnWms/7Ps/zGhspXLRIGY3G7O+1SZKUzSs1zk77nJ2NWFgsAFmfoMODHlGUsLpaYmY2h21bnJ6eUSgUcF0X27ZoNluMxmNmZ2YnduQRnu/huS4LC/M4rs3W5jpnjXPq9ToP7m/TCCwiLQE91e2kk3NpK0GUJESJ/k0Wle9+7QLIglKChaUiD+83OTnqsbz6mPa4svAKUho6vV26wxaF3Axr9WfwvAUAlGXxQ0vPUj85By2Yc0FHKft7HdzKiLsnrzGKemijEUJhiRzifA5SwTAd4soMAF3UU4yBQeDyj+7t8+9f/zB/9X6f2O4xaSVIVsWUhP0yn3k2omJidCj5J2/WsGQGEI354IXzRSRa4Kis8tjuFxmmmlrtDMeJYGJMoaRFEszT6GYV1cJim+p+gYHxiJIMKCppKNghOjAE0mHGG3IQxUS5gCBJ2G+0mC3kKRdzGA1hEBDYIe3BmL/2q2/wt+Qxf+wHXiZvUkCQphorhav1IbePXdLUQgidVYQQYCSOG1IojdHCwpYBy14LNOw/qGOphGJ1zPHxPJC5n/XHIVEiyNlZ5jtOoR+l2DIzRkGkuI6XVWLfk/zwaDROcB2XUskjTjKwpE2MYzssLs6zu7eP7QtGcW+q6QniEeOoT8GvfuA5eEIv9P9HaAzd/TIGKC31UU52LzGJpHdYpL1dwbt5imm3p7PfaCguDbD9mLO357jcnDYNDEZn45JSks/nyXk2sEGatrHtgPlqnyi2OG45tNNKtq8jF+kO+NIoYMZUeTFfpZDPka7nubKwxPX6HOeNEeeNIdVcBnoySrLKEizT4wGe5fKZtZdQ8Qr/3WuHjCNJnKhMjzG5ZqXUFL0+nhcRh4o48j4QLBoEUuqJrscgZVbttozEq2mikcz2WUIy8ujs1imvN1FWTDgqotOMiqrsEJkUQEmSiZPdnbM+P/rsOmteDYKEH3tmk4gx9YLFjWqO7smI1Y0KRsP+Xodi0eagvY0SCsd2SJKYJNYoV+HZPqOoz2Fnh0ouo4gWSy6/8fYJX3qjzWHfQgnw7IScUli2xrEVlZxDZxjxzkGX2ZnM4fHRg2O+2BP86NICN2YX+L2vvES1cp9/8dobHHd62f5bCfbEUfDdTnW9OEQKl1pdMeP4nAcpYwZ0x0VO79WxvJiPzWpuzpfIGcHPvdxmEI0YJorRKEtkvrISkKudoeyAi+au0kiUNIzjrIfQVL816UM3DFyGOs+Cm1XVo1SQczS1fMxxy8NxY4LA4pmXErbKc4Sp4Oc+vs7yTA6davZP+ni+NXX8VNKl39McHR0zNzdDteYSx11arTHBOGFzq4qSgjhOOT0dUCp5lMreJdnexICk4jLoR5yeDFlbz4wY6vUcSaI5PuxTqTy1yH4av7viKQj6PkR9YYX5mRqWFCgJOk05OztjNBphWRadTod6vZ714MFQKBR44cUXyOfzPHjwgFKpxMzMDM1mk7W1VVzXAUTWhgE97cGByISoUfSkKQLAaDRESoHnZc5wcRxnQGfSKHUwGHD//j3iOJk2UX0MrDIL3cuVJakk1WqFvT3J4eEhnufykY+8TL1ez0DZRCcwHA7Z29sjCMZsbGxQq9We0Cm1221OTk5YX18nn8voXpubmzSbLU5OTjjtQlv7CAlzJZfFIkTjPrVajUKhQKPRmAKgSqXCCy++SKVc5uTkhOFwyOrKCsqy3kW+uVAmOLSa5+zvn+H7LqvrOVxXYtuSvd0Ovp/xrg/2eziOZHOzip+zgZiXP/os41FEfaaKENmx/ujHnsOyLBzHY9AvUq4UyfpJgBCKJFnBcSxm54u4nku54tISR9hvnJLKiVmByUYmpMhWdZPRbs381hs+Xg5jwPMsVlbL7Gy3KRTdaW8jpSzyuSrry5/gtNen0x5TyGVzyPWLxFHA3vY7QGZcMIo1/5ff2OFTWznE8DZxEuJYPkoqkjRhnPTQyQhX+4SMJhUgmc1TbYhEiu+kfPewTZwm/MHVj/Fm74i7wyNiEkxs0+vn+HDB448uLLMfvMFrx34mTL8wfxC/+cJaCoNnpTwzO+T+eZ6z5iydQZFKqYNtRXjSxRVznA9FBpKBvHIpXU9pHI1ptbIMstGSNLUIpaRQPkeXOhhhsDCklsZ1xrRCw0wtM0Y47nUIRiOGowJ7DYBz/vw/+1f8vmcGfHghQKcapRT/7q0Z/r5oc7fhE0ceWW8bg+/1WZ9P6LQUnVZWEeuMy4w7NrOrXRY3WsSJw9l+Gelmc7gxGrPTtnhuPpgshgVBEmM7Dkmcok2MSSrs73YoVTxyORvbVkipiCNJu9WhWi1hO5okyBbtWgekxqJSKXJ25tHrjHDLLlEaTOZUSj9sk3OLSPlkNeiyLuJ9PBWe0A9+r3jhxgKHR316+xUGJyXcYgjCEA1c0lAhlKa60sdVFqMknn4uCSVeJcSvjxk18tMN6giSkcEpCqQCxzakaURvpEkHW9xca2JEn7XFI6rlHDpYBODjKz+ECAZUPYePPr+G5zx+hGbSJ0Gx5HJ81CMYJ+QLDkIopLRI02RqWSLERcNkwaeuzpJzfP7eN05pJdEUxCiVkPf6zNQaCAlHOzXKRUMvtXCs9InFfDopDuVzgwmFDzx3SDQuoVKHfD0g6Giivpw2dR0clRid5lm5OqRS79IZS5JRCZmWEDLrn2RJSaw1Z/2Qv/LLr5OTFv/rl5+hnHf40WdnUNLw8H6LSsWjVPTQRlMquRydtIh1OKHagmNLwjDFsiVKCiSSQdBjNMpcNL9z0uXzey164xhB1kdnHKcEcYrBMFPysGXWY01LwaP7TaQluCvr/Jmf+iS2pRiFEZ5t82997MN88vpV/sIv/At2GufoVNIaC3xLE6YS7xKVsJ6HzjhCaIuNvGTdszkZlHk47rJ+84SVeJmfWcyRV2CoMNYRnjeipBMCLzsBs57iM4VnqVZK/Ku37mFjSFNJkGtgZEIisv5nUmaV3mHg4w5dho5gvRw8cR0kqcAYiXRSiCzuPBzwl/8PP8uf+gd/h42FjxDFQ8ZBQr8fsbRcyhIbCKTIs7OzhxCStfV5DCNG45DG2YCZ2Tx+zsFgaDVHxJFmda0wrQJl17hBClBSMjufZ2+nQ/N8zPxCHsvOTBcAjo463/M6fRpP43daPAVB34fwbYUtQU2EtFES02m3uXLlCmmasru7S7fbZXNzE8dxJpn1DAy0220ePHjA2dkZpVKJWq2OnICdzDjATDRBGjUBLBcgKANVWQwGA5IkYXt7mzRNpyDn4vNhGAKCWq2G67o4joNtZ/1jzptNjg4Pn6gsKSl4+GiX8/Nztra2GI/HtNttSqXSlF7XbLbY29sll8tx8+YtfN9/gm7X7/fZ2dlhbm6OmZmZLHtMRtWp12fAyvHOwQgjDHMll6WCIQlGzMzMUCgU6HZ7UwBUKpV46aWXqFSrpEmC53ns7e2RJAmbW1uIy452E4B2dnbOzvYhS0tzzMzlkDJCm4BqLcdwGPHw/jlKSWbnC8zN5bHtzD0vioY4roXjQpKeoY0hjMH1svHHaQc3ZwiiwXRbF6YRSUZZZzg0WA4U/QCpNZa2GIkIrcFSCmN0Rm2RsFbJsTnz26PCPRmCUtljdjbP4UHvCce7IOzQ6e0RxQWq5TKWI3AUjMcj3vjOb9BtNyjYAlcKvno+5I1zg1fY5cb8iFouc9xLEk0cgTQexg5YljMEYYeIZOo+pdFYKD40o9k70bzdHPBWc0DRsVBinm4YT+fqiwV4+94euaUUXyRTl0BLXnIL/B6aEksaVkohryz1Od8vMU4thqHH+dkCOoH5skvsSdrDAb6dbXX7To5Ya2qzKWsrI5p9j2Foo4ymXj5HF7poLkTmkl7oUHYjHCfgqHucucPphHGQ5+B4hcs6rW/sOawVe8zmJZ6XGVH80VtVuhstvnLUoRlZOK4iMVkld3HRZhym1OrnWFY61W8EgcfOg0XCkYW/8Hh/Xz3Ks1oOKXtxZrmsBUnaQ1k2vl2lnL/GsK852OsiBBSKLrVamSQaEgQhM7PVqS4OQOsQrW2UZbG4tMCD+w+ZL9QQ4oL6IwjiIaOoT9Grva/nm4BJJv69r/5mAAjgj3/2I3zhGw+IhgYdS8Ztj4nFHAhNaaWL7yl826ITjjOg7GjicfbdufooA0GPTdAIzjWeLcnPWDT6IxCGvGPx6asr/OSzL9KLuoySgJzlUnVqbN+Hn/nwCkGQ8PB+k24rwJ3PX7qHZd/sugrPs+l0xhMQJKb7LyZukBeH4aLa+/J6kQ+vF3ltv8VXdnZpDDrYTh/bCkgixf79Osc7VeRiglPXDCMbz0qQ0hCnkjhVVP0A7XXp96oof0TJTliZC3lw7iOFQ20jot9QjFsKk4JtST6yVeE//KlP8ld+9TZBN8CCzEVemCmCzXrJGgZhQqoyAPEPvnWHvXadP/mpTcIwZWbWzZrXGsX8QpHu/REaECJFYGPZijjWxFGK9CxSo0lCyaMHLXAkv/RWRkEsuRbNIM6MSqQkTjWdIKHkZxbNthIkhSFfOX/I/sjjv/y5/ympMTTajymeQgiWq2X+gx/+JP/5P/rnJKkDImLWTekGFqNYYsvsPpxoScHTzOZjTmUIbpfzXMDKckrc3ORn131cCefR5B4TzuF5Q3LeiH5kwILdwRyL9WMavT1eXNTst6t856BCPsih3ROKfogUmji16Y98VM+jE9a4Wh+xWMh0RXlHM4pUZtQgYoSRSKUJA8Uojnh2bom3j7pcnbHotMfYtqRYdBFCYFk+zfMxjUaTrc01CgVJEGYAyLYl9ZkcUgrG45jG6ZDZ+Ty+/5jW1u+FdLsBi4sFhATPU8zOZbS4QtGhWHSxbcnCQoHhYMTTeBq/m+IpCPo+hOcoLOuCoG7o9bKyfb1ex3EcKpUKOzs7bO9sc2XryhRsWLbFjZs3+eY3vsFwOOS5557Dtq3pw3dKA5nogqRSE1OEaEqvu1iEDAYDfN+nXC5PQc7FvzRN+e53v8vS0tLUJe5CE2SMIQoCXNdFSgUYpJQMR0P2dndZWFjg2Wefpdvtcvv2bZRSzM/Pc3x8zNnZGQsLCywuLj4BoIwxDIfDaZVraWnpse32JXXwKBYEOmu46ZsAE2tmZ2fxfZ8oinjzzTemJg3PPfdcBoDSFISgVC5z/cYN7t+7x+HBAUtLS4+3T6av2t/fZ21tjYWFGtqEaCMxOiWJx0RhQhSl5AuK+fkCln1Zym3QOp4O9/Iy7wJUXsSTC6YJl19kWVcDPLtRZK6a47g5xiqAdgXppHuO1pCTij/1I9c+0H74A+PyBifjmF8s0B+EHB72AG8yTsE37r7OP/z2a2yVn6doV3mmMsbu7SF1xKwvGcfwxd2Q13Qfic9MYUhvrJGmjWsZtJYI4eK5PrFOkGrManyVUO3STLLMbkH6VKWPjeITKx2+uFvDGEE/St4z9P/udMyfXPSxE8lScUTeztGPFMrAOLEo2gm9+P256pYwXK2OuVUK+aVvbtDsKnKWwPFduiYCZYhMzII7ZtYd8uBhBi6bxzZBknJ+bJMr2mw+2+bDVxLOdgW7/mCyPnw8BwySdujiqJT+WJCOKrQGOfrDTMd2OY4HLr/ysMKfeFkQJT0mdo8UXJ/Zqs1ha4zCyax9gThKWV9VfPMbW5TLA5SjCcc27ZM8xgi8WTmpFIKQhk6o+NJulWdnBywUAwpOpsEr5tdYWvgIjp1Dz2WmH3unff7JG4cc9h4iNNyqFPhUJUeaPl5UGpNgTITWNsWiT6lUpNscUprziHUwmYqaftAm75Un1K+Lmsf3jncDoJPWGX/9Sz9PkkaU8lcITjXffPOUbmCwBCzUBKddTThx6VOOprjco36tRTuAKM2jECRohBA4uRidSIR6wq4BgKJv8blbc/zEJ2octMcIAVfmfEqTRppVv0iVYnYM0gRQU+3E8kqJg/0e+bw9BTrZscousUrVpdkcs7BYQqkJJY4LI4h37/ukh5IQfGxjhk9cWacx7PLq9gGv3u3y6L6h24dcPsXNx3xo3WKvJTkbWJl1stQslPvYhXPagzJuwbBUKvORskVFDPhuIeaN0xz9yKOwqFh/rshzC1XmYourGzUqtYwCKjMBVzYddaYbCZPHVRNbSqwJaIuSlC/ePeMz12dRShDHkyq1AM+3WZyv0DycYWSOcZSDEBLbUQTjmNQkJKnGEbMsr5R587zPKEqZyTvEjqETxiSpwVaZs2WcaLqjjAKt3BG/sntEksKPX/kD5F2Xw3bniTlkjKE9HPHM8iJr9Rr7zRZJItnvwVIhQQroRxYSqOci6vkc/9sf/yhfvHfCP370Zcq5iEG3xkcLLnklaESX5rIQBEGBii5SSoAcLNROUFJiCx8dRSAC4jTEkVV8Fhm0mgRhF5F4GOVSL475yEqbmhcjhCFnZ1rDbx8WGIcS2x2RhB5GC2wvJef6SCE4G4zZKJfodgJmZrMKjRASk/psb98jl8uxvFonSbt0u2O6nYC1jSq2rdDa0DgbYjuKev1xAi2ONacnAzz/yabFpXJGizs7GeJ5NrYtsWzFwlLxN7min8bT+J0VT0HQ9yE6nTblclZeTlNNs9mkWCph2w4ISalUYnZ2lnv37uHYDmvraxko0IZyucT169d55513ODs748qVKyRpOn26amOIoxitNY5tY4xmOBxQKpWzjOTkCTwajVhYWGBra2sKFC4eyXEc4zgOYRhOgdPFosYAg+GQQrGIIGumJoVif38frTVbW1sZJaRY5OrVq9y5c4eTkxOUUly7dm1KoZt+n8kaoj58+BDf9zPzAuvJaSkmTLB4ooWR0QCpLWZnV/C8LBv21ttv02g0sCyLGzduMDc3h76weYaJiLbE5tYWD+7ff+yUN7HpdRwnM28oFi80+5g0ZdDvs7fbAjS3npvnYK/LycmA5eUSXLIDZ3p03hvfUw9hsszrRZz0WqxtpuyeBZimolB2SFVCnGrKls3/6qevUi+5PCYaPT4vGPMurHNhPXyx7SdHq5Rkbb3Cw/tNBB5RmCClzf/t81/Ds3Mko6/x5t0CcaTYqBvWyookkdw5T1GlPn2rPhEaG1IDg0ggZQJki+bOsI+lFFXPYd7aZCS6rOQiwtTOqHFG46iYq3XNd44Tuh9gcBBpi797oPmol+N67ZxXVrr8+k6VKM0aJ/ZiRdWL6YUW6eRgSgxrVYefvDLL3/2VE94JDEWXKQ3J15J+G56/4fBjzzaQesDf+UKR8TAD3/VSQivIsr/DnuL+20Ve3CjSjl0onLzP0cwWumFkUxwt88554QNmQxZ3zvMM1Ye4MjsgjrsgFK1ugcPGfQbpNmM5piw9ip5DkqZ0oz63XhLcuV0l6WRI264IlPfkYlqphDRx6ASCLzyqUvY0P3N9SNENcOw6lposeKXg67tN/vpv3CeY9GYCeNQfcfsXvshf/NlncSeNlQ0abTLKkFQWy8sLvHP7PoXIR9gXnXME2qQkSYRj+Y/3fQq6f3PM/l/8wl9ia6ZN2bN5dX+W6LvHbJ89+aG9lsFRgo1bLcZujFNMkFJjdHbRDuMRBemDGJMYg3I0QmU6GZRGGkk5r3jxapE//CPzrM65SCGYK31veunFKFIdoZRHtZZj0I84POixeaU2rQpDtp+FosvJ8YDxKCJfcJDCBrLKmRTiiWrQhS5JTA6SFJKl0jxLL87z0y9m74mTlCAJ8WwHW1lEScydo23aoxH9OECpKq61Rc43FG2PxXwJrSEMRnzYVry47jNTVZR8m5KfAfPbb58RRRkouDJbpDEISVKDmsyPCy+ci1AZSpr+PooSvnTvnJ+9Mc/Z6YDZ2TyOmwHF2kyO+fYV9sMuw2iAwCJNIDExxIbZwjIvXrmJY1tEp93pnHSkYCbn0hiFROmFOiqlOU4RdohbaKCNwrGg4n/wOQvihKLvUc3n2Gu2AItUG/qpJE5S6jlJzbH4WHGZF59dxLYs6mUFMiVnJZyPc6xUJO9NyWSHYJwY8lbGwHCUj2UJkkQjhWJjxua1A017MMaveuTdOiIt4eQV4zilXoip+TE5O7vuOoHNq0cF3jzKIc2AuO+gEzBacO2KoqB83jo94cdu/ACNswglXer1ClJqLJXncL9Nvz/gueduYNsRg2HI2cmAStWnWMx0aYN+SLs9ZnOrNgFPWeKtdT4iTTVzc3mUJSfJOINSgtm5HHu7XZrnI+YXsgaySv3mVdun8TR+J8VTEPR9iDSZ3FoNjMdjer0eW1euTP6WWf8Oh0MqlQpnZ2fkcjlm52ayDKs2LC8v02g0ePToEbVajXK5jDYGPbHN7nY72HZGX0vShDTVuK7D5axrHMdZlScjsj8xPikltm0ThhHGGOI4ZjweE4YhQRDQarUwxrC9vY3WGt/3OTo8ZH5+nkqlMnVeKxaL2LZNt9tlZWWFfD4/pYFdAKs4TtjZ2UEpxdbW1hO6pSfD4DkCKxmi0xiVm8Oa0PN2d/fY39tDCMHS0hL1ep0oirI+SRNKHWSLjUqlQrVaZXt7ewq2DFk15nLVS2vF2VmPg/0zKtU8C4s+lp1ZKW8/auH7FvWZ/JPH7nus8j5YzJx9rjMa8Rd/+Uuc9ixSLRGzEPczS9TlcpGXblT47Efm2VjIv/vT0213uwHnjRG2o5iby+N51rT/xweMCt+32dissbsd8/BBkygZkHc82mOHxCryoVt9Hhza7Hc89joJtpOyvDiiTwliC4ShOfRZKg8IEkl+cgyUAF8ZRmnCO60+6zYMRleoFvbIW2OkyPqtNEc2X9qtvC8Aupw5P0sFb5/XKLsJz833yNkpXz8o0xzbWFISpYpXNmtcnXWxAk1dO5l5xBh+5Jk6n3+rzTDW+DM9dKVNkouor0l+6IpHztY8Oixw1nEo5jLgbEtDTmnGRqGclKBvU0pLrC6FvD1+/wqHMOAOFnCM/z0B0EUopaiUVhkO6vzG23f5xTuHDGODVSih/B5h2qc5luQdhYfLT6zcZEuF/PLtVlb5EdnBMTprami7CamxMUhGsSJnpXx2K2G+KEi14ex0wLjfolzx6CYJ/89fv0ecPs5yGzLq08OzLn/183f433/u2UvTK0ETgrHI5/PMz83ROm+yHzc56nT5zDPPsTG7yVGvycOTe+StAkt1H8+1qHozKCGf2M7F7xfxX/zCX+LaXJNhpPjm7jyyZ08B0EWBgsn4ohQ623XKrxxMPi0xWiFVAhhiodmoLHA+atGPIiwLPvyc4id+Zolr1bn3NHf+7URiQmyy+87icokH9885Oe6zvFKaUtsAHEfhuhadzphc3n6CrpmZ2PC4WiYmyYpLB+TJS1bg2NYTNv2OZXNzaYFUx9n9anL/N8aQpllvozhV9MNlIoos17sU/RTfyWXVA2PI5W2GgwitDZ+5PsM7R13ao4h08gzS+vEstt6V8FHyomHwiFotR6s54uCgx8ZmFaUEliVZXVpgcO85RuqAvj5FKSg6Rexojptzz+NO9FQzBRchIEw0thSU8zZBHNEJYhw7o/u5/gCvco4SmTNkmEJn1P/AUqNv20Rxwvlg8PiYKUnFK/KHX17loxs1Tk+H/PKXdvmlf/5dunqEXQ6hZCaJkqz/0QfZAKhLoH4QaDw3owELAXnH8NxyxKu7Hme9MSXfIdGa4Sgzu9lcfI4fWC/zt7/8TR41Qo7bFpoUSZew62BihTaCUj3mP/3Zn+HLt19FKU3Y7LB3dkq5XKTfs6jVC4SBZnfvkGq1zOxcnjBqct4YZsBmPtP9JInm5KRPteJNKXRgGI0izs+HLCwWpr3Espeyc+v5FrNzeU5PBuTyWUPl3wp19Wk8jd9J8RQEfR+iVq8BAmOyPj+WZeH7ObQxKCEIwzAT8a+uEEYROzs7+DmfYiErRStlcfXqVb797W9z//59PvShD2UPNgzj0ZizszMWFxdRSjIej9E6xXUnTkWXbmL5fB6j9XvGJ4TAdV3CMNMFHB8fT6s5WmuiKJpqiJRSPHz4EGMMGxsbUz2SMYbT01MAnnvuOY6Pj7l37x5ra2sUi9l+pGnK/v4eQRhw4/rN6Rgvj/PC6U6nCSbqo0hJ3ApGSKRUdDodbt9+B601MzMzXL9+PTtevs/a2to0w3qxUOi02zSbTXq9HrVajSAIyBceZxQv9FD7+/t0Om1WVpepzXgIEaJ1SKnksbhU5Ogw09IUiv/DHwxxnPDn/vvfoNX3kEKjVILMCSxPASn1hTb//k99+MkPXVKcZ9W0hIP9Hr5vMxrGPHrYYm29kjVr/Z4hpuYOs3MF/o//+lsEaQ7XShFKcRZXmF8Iubo6QmvDKLUZpS79QWZaITHsnpeYK47wbM1Fx5uLhdS9kxp3G2W+yRFoCyHrXJ3VPLeUZ7VS4ts7bzKUQ3zPkCQ2qZZofVGByMJRKUFqUfBc3jhfodwdUHV6fHwtojGEj65fo24crl2fxfNsTk/63H9wTq6Wo17z+WgtxydfCfj517/FQXqKNpqc7XClIhFmSCtUnPXyGCNxJqJpbTIgNExSkAILGxX7/OGPzPPnv/QGRqa8uw44L3Nsj3yKfkrRUvTfN42chRTwzLzL2Wmb13de45/fDRjGiqKrIcljhg7YCVEqKDt5/uizt0jG8PueW+Sd0wOOziFOXYwGRczs7DnFesDe/ho3ZvosFjXzuRhHaGw3j0od6uVlgqHg+LjH33nzcAqA5GRRdDGnjIHv7rdpD8MnJpwhAROBdPhvX/sytxvHDOKsX8/ndx5hez0s25AajUkhGbrM+y4vP1vi42uf4tbMS+87hU9aZ2zW2yAMu80i49giPbuYnU8CAjnRqHTHMDdwCSeaCq0VCI1UmkiHtMYDhLBYLPj81JVneWZmgd9yXEJql0EbZLS4OBljqzyOI1leKbG/2yUMEvyckx2nSeKhVHbpdALm5jVSPZkjETzWA02LtVO9oOH9oeJj4JS9YqN1lFX/k5R+J8XLTbSGqU1rUCJKC8zX+rgqJhgqfPvxHuXzDkedHlobbs0W+cRSha/stximmjh5XB2UAlzbIk304+FMxlH0bJQlWF2v8vD+OY2zAbNzBdLU0O0FWPisFJ5nbuEVXA8s5XC416d1PqZc9rBtya2FAjXP4aQ7purbtMMhYZgiU00hD2FicCptUBq0lZmUGPjmwXf4ueBj1At5moPhpTkiqOR9vvFgm8NWC9uCxZzNjWKZH//wCptLRXrDhP/qXzzg1e3mxB5cohoOiy8pYi0pFvq80yvxQllhCUguackwULAF7wxiNspw0g+Qw+yZZ0vJjBQ8v6SRRBx1i3THWcPZesHlcy8s8YM35jg+7POz117gyu+p0xsH/J/+xde5c98gtMD2NDeuO/wnP/XjDDpt/vo3vsyf/swfwAnGXLmyTqPR5K237pLP51FSEYYxzz13EyFCBoOQ5vmIpeXSVOvZao6IopS19eqUGZAmmrPTAX7OplrLTQ2PQDMex0glsG1FqewyHEQcH/awVOV/kMPj03ga/2OMpyDo+xCZo4shThLOz8+pVKuZfoesh0S32508RMtYlmI8GrGzvcONGzewbQdjNJVKhc3NTe7du8fOzi5XrlwhDAJ2d3fwPI9aLet3EoYhjuO8h2JmWVlG93HX9schhMDzPLrdLsYYFhYWmJ2dRSlFt9vl0aNH3LyZgZbRaMjuRAtUudSEdDgccnh4yMbGBvPz85TLZfb29rh37x5zc3PU63UajQatVosbN27g+x7vjgt9TZqmtNtt2r2QRBVRSpJzbdI04fbt24zHY3zf55lnnqFUKrG4uMj9+/fxfZ+5uTmYfMfp6SmHh4ekaUq9XscYw/7+PlevXs1MI4xhMBiws7NDkiRcu3adYtHHEJBO6DZaauozBYbDmIP9LltX6lMKyG8nLj9M/tl336IzdFAyzfrVAAiDkglxorjf0Jx2usxXyhdn6D0Z0E47QCnJ6lr2noP9LjvbbdbWKpTKj7N/l8pil884ADOzeZSEJBI4zuPxjbXLOMwA6iiyqPmjie0vaCNoj3zuHNd4abWR7dtkI/dOazw4q5IaQ0o6tbR++1jysDPixvpDemmOXj8HF+BPCpKErJngZGS9aAy4pIkmSTXHI5f9pI7rKjpRyjOrFrNSMh7F2I7iOyddfnWnQbQrUEpwda7IR6/mSUpNFsjhGIs0Ncx7CUpIRqkmFiFGu2g9cSokW/x5UoHIk9oaz7Gol/J4ukIgW1zuN2MAN/XQRnAepbxSh189/eDz/6HlEvt7bc77J9wfnDOMKhQcM2lwDFpL9NjC0j792CNfK+Brwclxnz/7o5/gL/zKb2B7TTwnQNqGXr/M3t4sz9eGfPxKl8FoUvnVKaNgwEx5ndmZecSsJI41R19/ND2+jysS2V8Mhjg13D7uUeNyQ96U2ycn/LVf+SonQUKc5JAyRdkhdrEDMiWKs4a2Uhrs8ojTQcpXXjW0g18gTEJeXHhl+m1SCpRU/I0v/0O26ilaCxoDHyEMw1BcGtN7wwBWrzAFQSDQqQWk5OwcH1u+Rc1zuVWfoeT8Nio/77O9dxVpSHWEEBJLepRKLmsbZRz3oifb4/cVii5np0PG45hCwUEIC2OiyX69G0Jf2pb4YODz5HtlVgGavJ7EmihQoFzawzKJcVmodSnnU5LY5nC/i+/a5PIOxoDv28Sx5uS4T78X8vJ8iU/cnOWdxoBBGKOE5F++ecQ40dP+bhdji9MsYfeJK9lzxvcVi0tFjo/6WJai3wsZDCI2tmpUKv70mSeEYXYuz4P7TVrNMa6rOG+M+KGlCr8Ux+x3R9hSM4oV6/WIduDgqvQ9J0YIaMeH/L2vfpk//qkfYrlaZhTFWFLi2haHrQ5/5998HkfH1HIVfmhrhnpoMKOY3jjmb/7LR7z6qIVwYi5apRkD406eoRdQKna4d1jhwcDmelEySgyBBktAyRL0Y8M3+m02FsBoTTq5t4ZGc9ILmCkInl1y+aMvX+Orb7c57Qdc36jy4noNnRh63YBaPYdSgmrB58/+2Md5Z/OIIzFitVohSeFvffmLhKnhf/eZnyHtN1i9NofvFVlfn6XZHLKzc0jj/Bzbtmk2u0hZpHEWUSzmqFRzgCAYRzQaQ2ZnC3ieNU0IdrsBo2HE+mZ12mxVCBiNEnZ3uiwtF7FthVKCufk8R0d99vc6+LmnlaCn8bsrnoKg70MIMvHpcDAkDENWypXpa0mScHZ2RrFUwnUymsDq6hq3b99mf3+fzc3NCZ9Xs76+TqfT4dGjh0gpaDabKKXY2NjAdhwEMBqPyeVyU2rYuxuSflC4rkuSJGitpxUarTVBEEyd4qSU7O9nlJS1tbVpBShNU/b29igWi1OXN9/3uXLlCs1mi+PjI46OjoiiiFu3bk10OO998F/Q5dqtFuMwZWTyaKnJ2YpqweHhw8wlz7Isbt68Qb1eJ0kSyuUyS0tL7O/vk8vlcF2Xvb09ut0uq6srdLpdMNDv9xkOhxwdHbG8vEyn05maM1y/fp1cLkeW2TUYqTGkCJ1iWYbllTLbD1scHfVYXatMxM+/vbhY23xj9xStbWwrfc97lEpJU4t/8t23+V/+4Cey+SMult4AWePWTmdMueJPtQlr6xWOj/rs7XVYXS1TrniPgdAHjDSKJ5Uc8Vjg/X7jvQA5WTbbYCtDnNjkZJY1NRjiWLHbLGcuUwikUDiWlVWJlCGOIk6ahmY3h+s8tqaWQiOdgCDMYYwgb4/IFRLGg4ggSBBCZE1rhSBJNXGa0OgfsF4fc9wQ/MKbJb65F5EmhrxnoYTgzYMOd7sPcYshC4USaWqIopgo1mBl53d+ZohtFxgFk8WszhqsFuwyvZHBdyy2Fis0Gwl/bOmj/L8PvgzOKNN2kDW2deXjY3SWBny06vGt9nuP81re4mfX57IqTqnD4ERNQKXGmAlVFCbOTzFx6tAYRLy0UiEYx/RaIX/+93yKP/0LXyIc1ydUsJhCrcnsQoJOLKq5TCcYJ/CwP2Knb+HIITOzBZQlp4L3J6ocJrMTv/i7a8tMxgLcPznnb371LR6cGiq5gDjxsVXm4mXl+giZksZWNiuERhgJicQuRDQO8oxHkq/vf5Fn5z+Eozx0mjLoDxgMhoTRYye6izmnfgu4xTjxpf8wk9yA5AdXPskfefYTJGmXOO0Rp320iT/4ez7wPz7o/YYkDZDCQgqbYtGb3PsygftFRcdxFI6bAYJ83nlPVen9QgiFFIqLa/QxAHrvNSuEQqDQaUQSG6LYIhYFxnEJaQuWKl0KvsGzfYwSSAHBtGIFjmMR6YDbB/v4OcNSvcbSzBqbC0WktHDsPMPI5lfe2SFOsvlkT9qtamPYminw8nptMhZBrZ4jCFK2H7WwLMnWlRrFkveY7ocgiTXDYUwca3a22/T0mDMdcGulxkr/nDCGNLIYhhaWMRiTjdtEPib32I0w+zbD10/+Jcf/6pjPXvs4t5YXCaKYr9y7z6+9/U1a5yOuLS3QHIW8ftbnxaLPr762z+lXE3bvDcFKkOrS9wno7vkot4hd7zK/uM8vNFI+HVZ5sWJRtCA1cH+Y8GudFoetBK5BzokZxBJjMs2tEoZRpNmauc4/e7PBd7ZbRMbwjbMev/DdQ15eqfBs7rFeJwwTjo97bC3P8qmV8mQskk/f3OT4qE3jrMnmVg2lNFHcQwrJ4lKd4TBkOBiSL+TZ29tnby+rgl29to5jF9Em4LzRxbYVtXpuWgWKooSz0wHVWo5C4TGTIUkMZycDfP+C4ZBVNW1HsbRcotUccXLc+c0vkKfxNH4HxVMQ9H0KYwytVgvP958Q6Q/6fTqdNkpJ4iTGsW08z2Nzc5P79+9TLBaZnZ3FGINSiuvXr/Otb32LO3fucP36dRYWFpATwHPR+yc/ASLAVK/j+z5KfXDjM9d1p9bZU+3MpFJSKBRQUk4BxEWl56IK1G636ff7PP/881OgJYTAtm3m5+fQOuXu3bsoZTEajahUKu9xizMGkiSm1TzPFq3k6UUhCJir+PTbDXZ3dtBas7a2xvr6xnTfpJQsLCwwGo24f/8+tm2TpilXr16lWCzS7fZQE379+vo6jx49Yjgc0u/3ieMY13XxvMtNCR3UY84KWhtcF5ZXy+w8atE8HzI7V/jArPVvFomeLOA+IAttjGAcX+JWPUGFg143JEkMlcrjapplSZaWi0gl2N/rIqSgVHIvvnGa1b0MPr9955iUCN9OCBKFL58EZXEqsaRmFBuKnoWSAk+FXKuN2Zw9x7HMZAEHvdBjFCtSEsDCVtYUuGUPV023X0Zrga3MZPF/AYTIFv+xzSDOEQ0V/+71U758WsOxs4rpWdQiiEOUsclxRi8JaQ1zfGNbYytByZ84p7kWOUdxlsakUUIYpuhUk6aGxliw5gskhpyveeFqwFsPLqiaEMQwjmI8R/CJ59dpn9ucdlvk8zZ/9XN/iD/3S19gqFsIqQkTi2JNo2S2UDqPNEUZ8pMLDttDQSvKssh/4mPrOLGF41qsb1Y42x3iqAt9T7a4RFxQpbJmlVIIfEchlWBuocB4u0PcNfzeW1f4Z7cPsL0BaBgPyvzSqz5lT7Nai0jHGpHr4cwG9NrbxEPJz828xKu77WzOvU9c/NmSgueXqzy6O+b/8/k7/PrBDqPYxTYxw8hBykmfGqGRTkiayseTUohJS6vsjKvCiNZpEWmd86XXf5Wynmc8GhGGIVprKqKGMcdIAXPFMY2Bz+IMdA+y8VyS2kxBpqtgONPM2gMYkdmGS0PJmuEPPP8ZlLIxJBhSjEmJ02FG5/ttxPe6nLNq2RhbSTCCVMckaYQt/el7pIRi0aHfC5mdzSOsDOxe1gJ9ry1Pkw7vSkhcBkZiorUKQ8MoyhOlM5QKAbPlPjlX4Ls5LKkwwuC6FuNxQpXsFvJv7r5OIu7juilpCofn25y03+HZzU9Tzt3gYL/Ds67FTsFjbxQRGTOl8F2p5vl91+cxqcFIMzF3EMzO5Wk1R9RncpOFdDZSrQ29XsjpSZ8wiHl73ODXdvYIIg+tBb945xQRp9xajPBHgrPtAkFRYzmaRAusMI9xh6Bi0IoLNxkjU+6fv8qr396m6DtoJEJoAuOxMjeLkJB3LI57Y066Y8Zhioiy56By31thksD5nXmGlSLVxR7F4ilfidt8Zb9EXtoEJuB8HBF3XeQo02eOAoXvRdPqeKoFh+0Sh22X+40mecei6loYoD9O+LU7ZwxXKrz44gLGwOlxHyUFc/OFaQLK6JROJ6BxNmB5pUyh6EyrOEJa9Hshx8cnzM3NcOuZTYbDEcfHLRpnTe7e3eHsrESplKfbSVnfnMfzFEbHaKM5bwzR2jAzm5+eT2MMnfaY0Shi62od68IkwWjAYNuS2bk8tv2UDvc0fnfFUxD0fQgDBGFIu91mdm5uIkbUaAPNVpOZmRmSJOFg/4D19XWkVJTLZRaXFtnZzfrsFAoFjDGUSiVu3brF66+/zmAwwPO8qdtbmsRIKacg6wIYAZRKJSzLIkmeXBgIIVBKkc8/FuBfgCVjDOPxmNXVVaRSPHr0CGMM6+vr09e11pycnFCvz+D7/hPfbUxmB354eMjW1hae57G7u0s+n6derz/BJYniDAD1+n0cv8pRN0YDRd+m4mru375HGIbU63WeeeaZxw+IyU8pJYVCgd3dXXzf58UXX6RQKKC1Jk1THCfLwuVyGR+62+1y9epVhBBsb29TLBaZm5t7nMU0DkoYkNlDQWtDoWBYWCxyfJRpcYrF9+pvLvdB+qCo5xyOuxm1TL6r+afWEik1t2bfq2kwZGLcRmNEpeJN6Q4XIaVgfqFAEmsO93s4V6qZWcIHLO/evvcOYdOlOBMQpXlGkTWhokCks8VmzR/y7z3zcmZV7ilmKgnB+HW6Y8E4zUZlCcGpEUTaoEXWR0dNq1DTJR5GKxBZ1lxJOdWogEEKfemdglo+ZTCOqSjJyeicMEkQqcNiKaBWGDFK4XbTIkwh76RoMyRN8kRhQpoapGWRpIYgSsh7mV38EMlRELPkapSGj1wbU/SyRWUcS/qBwPMNf+iH57hSE7TOmhQKDlFsGA0S/spP/wh/4V//SzrjCMtIQhGwWhqx3clhECTAq3FElApSBHN5w/WtOeJRyvFRn/EowbU8FssdnKMikZY4EzqkmQjTx7FiueJwbb5Iqg1CweJykd3tNj96dZ1/8tVzIiePkNkck1bmlvfGjoUexrz4qSHGCGxvxOsHJ/whS/IPv7X/gXPxIp5brrDb3QNm+Te7jwhxwYBvxYxxmDapFZPZZJ6cU2ZCDxIGhDSMRjFxEnPeaZL3a1SrVUrlMuVSkc/mf5j/16/+BeqlEWvVPrvNIu2CRd6RDKPHwOwiBLCxGjNKPLDjCaiWrOU2+M8/+8coeLksSSTzGKMxKs2c6/QIeK8G8rcdk0pPkkboiTFnqiOMztwylXisbSwUHJrnI4IwoWDbaBPyPbtamYvboLnY1OSnmf68fC9RwsGYmEFfEOoSuUJCrTQk5wlyTpboEkBqMsvr0SgzQvj1d95GhHdR0jCMLaRUmETjW2PefPBF3KhDMHJAwH/46Q+TFGzunZ6SJBmd78987hb7Ox0ajSELi1niQIhJ000pKJa8yQJbMx4lHB8PGAwilG/xC/vb3D9vE4Z5hNBIOUl6SZ8HbZtXagME0Goo5q8kNEdO1mx0MIPOtcCK0CIDLDoWyKMZbpRyNDyf2XL23AqjhDTRaEuRGEM/SMjZioqrGE0MDKYaOJ6UOqVhQtDPc9jOQ6xJI4OyNLaboCwXIbLnqTvJIX7lnQqlakrZj1GWw3HXpzf2KPlDSp5N7qIPmza4QhAIwdvNId1xjEo07XYwdW27mARhmHB02KNS9alUH/fTE0Ii8NnbPc7YIJuLCNkjX9DcvLXIwsI8r732Jo1Gi+Z5GyElxWYJ36uTywu63Rat5niiGXr8XA/DlMODLpatpvQ4OXED1Jrps9V2Pjhx+jSexu/EeAqCvg9htKHfz5qVFi6J8oMgYDQccv36dbTWU13LwsICQggWFhYYj8Z0u12KpRLWBJwsLy/T7w+4f/8etVqN1dXV7GGsJLMzM1iW9fgmZmcuMMViEa01nueRJMm0anRRCYnjGNu2efvtt/F9H8uySNOUXq/H3t4e2zs7NM/P2djYoFKpTMFUGIYMBgOWl5ef3GdjGI1GPHjwgEqlwtLSEkopCoVCNqbJwsJoTZIkNM/PGY1GaA3HXc04BUsJlisOJ3v36fd6eJ7Hs88++xj4TSJJEo6Pjzk+PmZlZYVOp0O/358AxywLeJEBu3//Po7jcPPmTYrFIheW3Xt7e/i+P6XqZc8gB0mKERpE9rNWzzEaRhwedNm6UsNxLmXEf4vxb3/kJf7iv/oWUexgWfE08621INWKUm7MC7VF0lRPuPWPo90eE0UJa+vladb1opJ2QamaXyyw86jN0VGfldUyliV5vyz0sucyaCisSo+iPSTFYRTb2eLXTnFVyKyfZ2OzSm/SYK97KnHc53E5oGseEuuUkyDlfjAkFTWMFkh5sdCYVCNNRrnz3DFRXHxSSDE5eheaIICcOyYgEycfdAeEKShpsVoK+ORGY+oAGGuBnmxJ6wStY+IYLFvh6yoD3SQUMWU7y1BHUcpXGoLny4YreUXBTfnQlawZ4IsvKN5peOTzcGPOJhimVCoe4ySH7yka5yFXKjn+zA9/jv/0n/0K+dyA3ZHmwwtdBIL9nkc4odQ5yrBU6fOoleevf+3r/G8+80mGfYejwy6zc6uc9Q+5sRDw9qFHqhW2yhIiYSxxlOLmjM/fe/0295ttwLBaKLJKnjBM+a//xIf4j//2dxjFFtIBkxqSkcGWCc989BEgp0c1EhbffHTAQXuMElnF6v1CADP5Fn/vK2/yb1/5GbRtQawxKHqxg+tp0lSiFKAlJlVImaITeakYdMGpNKQjh9qaIO8X+MSzn2KjfnXqhmZ0Bpg+cuUP8c7+3yfnRryydcJr+zPkrriMDhWN3mPo4tmwMg8nwkaczFAq9XGSLsYr8Z/9zP+Eai4/3b7EwVI5jEmwVYpBo/XjZo8flJb43hUgphU7YwypDi69ZojSMY6SKJHdZ11X4bhZ5j5fsB6DGZjO+ycs9MUFyLmo2D65/cyx7fHrQlhEoWIwzpEvSWqlPr4zAUBSEYUpnfaY88aIfj8g59t0RxHt7iPmc4ZRYk/HAIpBZCg6IYl1wkc/+nO0Wk1G4zZXVipszsyQpobbbw0p5B2Wlkvs7bbJ5WzKlSzhFUdpZnVtK9LU0GwOOT0eTFwoq/yNrz9iv39MGFZQKpnes4QwSJEyjh3OtcVMOeasYzNoxpSrmf29SSwYLyKsCM+NKPsjfu+VD/HsD67wS9855PigTarNxLlO0OzHDJtj0qyoSsmxsB0LN42xLUUUWVhe8sQZ14lEWYbZ67v0DpeJY4tcOiQc2lj2k1Tii0eOtmz2W3n20gTXsxHSmrrr+U7WS09rCMYJxhhqRYfWOObuSY9qZKhUPYqXnNe0Npyc9CdJrOITroOW8jlvBJyenbO+vkKhKIjjbA4qk9JqdTDG8Myta3i+y+HhCfv7RxwfnzA7W0drTaFQYna2hiHiIqF3etJHpwYtNA/unVOu+FSrPo4rp9Wpp/E0fjfGUxD0fYhskd9gPB4TjMe4joNQFr7vceXKFQrFwkQLtDLVtVxUbjY21mm12nz9a1/nk5/6JHu7u/S6XZ597nna7RaHh4dZI1BjuH//AS+88AKu604ziBeUsW98/esYY/jEJz6Bsiza7Ta9Xg/btimXy9y9e5erV69yenpCt9shjjOglKYp/X4fIQS5XI40Sej3+9OqT7fbxbatJypJxhiiKOLhw4d4nvdEL6BMd5OBH4whjCJardbEFc5g7Aq9cUYRmi176GGTs9NThBDcuJHpgC4DoPF4zO7uLr1ej42NDWq1Go1Gg93dPQqFwmR7mX4KMoe8tbW1J9zzFhcXGY/H7OzscP36dVz34gElkcLFSA1k+ieUYXG5zMP75xwedFlbryAVvJfTn/1+2BlzPgjxbcXmTB5LSs6CgFoBWoOYKLGmWXUhDDk34I++eIt2K8D3HWp1P6MbkS3iT08HzMzm8C81u7tYJl2EZUkWl0vsbrdpNobMLRTfBZiyd9+cE9RygvN7ReY2Blj5EXllYSRoE9Nv2Pzl/9mncCyJ51vUZ3KMRzGdTkDY26RmVrmvtzmIDxB2xHwtoNupkGiI0xRbKrSBODHkfcFM7ZzhOEecWBiyCqXAkGpBml6AIMP1SoOIMv/Rp67y829/nYHusl5K+YHZhPGkySwGim6CIKMXWhIsOzMacF2LODDI0Rx2sUNzPMCSijCJiUn4TsvjuLNG2UqJQ8NPbcFpWMfLDZECwiFsbhYYjmDnQGPcOYRoM+iHVMoef/lzn+E/+sffQac2e0cpLy0M+KHNFv3IIk6hF8PdhoUQkncOI/a6x6wuLvLwQQs9KDFbWObZxUNcK8+DszyDMDMnWKwIXlqt863jA5K2Ie/apKnhjZNz7lltPru0it+w+W//1Kf4S1/4pxzsZ9Si6tUOuVIMZCIlIQyjUQFXCL74xrcxzKGkwJGSKEmfBEMmWxTtj9+heTIHV8BMKEZSaFLjULS7tJM82mikgCTMYed6oFLQEib3GGFrdCyxYpdCtclS6Rqr1U2M0WjNpTkIn7n5Etfnl/mvv/DfUM/1eGmpzVE+T/nqLT68dIO/+6u/gXYH3NxoMWN8ktRCSkOgAl7v5Thv1Cl57lRbJibXshQelkqBFENKbBK0iaa6q4vIJCu/efIi+9xjB8x3h8CgTYglbYSQSAnlske/F2J0nsyeOp1ep5e3mGnLLIy5KFNc3K8fJz4ebzPLcqSpJEpdUiEp+CF51+Aph0E/odno0OuF2LaiWssxO5fn+KjP3aM2ZXdEajL9kUGTJulk+4LESHx/xOzcHLm8y9tvtTk+7rO0nOcCjmYaIJ/xOGZ3v0u/MeDt4x7tfkBBSGTFxY81vV5Idc6lWHXYaQ3ZaTUIw6zP2XsOtxBIobnfzvHTH27xK98ucX5iI3sxV6+GpDrTnNlWjBERf+TFz/Di5hLGwCtXZnij0afRD8g5FqetgDDSiAvTgxQa3Yg4byjYklrd5vQsJgkspJ05PepEYrSgsNjHK2he+YFTvvDGMh4pcWARBRaWnYIwWQPeyZfH8qJvGyRaozA4lpr0VQKdGsbjhCTR+L6FNUlkdbsBeWWxsVl9gpbWbo3pdUPWNqo4zmPTHSltosjl0cO7FAp5VlZqpEkfAEt5dDsJe3sHzM/PsLxSxogx5fIKt28LhsMxjUaLIAip1Sp0O4pqrYoQIe1Wk057zObVGr5v0+0ENJsjWs0RubxNreaTL7x/D7en8TR+p8dTEPR9iHEQ0OtllYm9vT3W1tao1eqZVXalkvUAwTA7N8dgMOTRo0c888wzuJ6L67n4vk+jcUYUhvT7ffb299nY3OLllz/K4dEh/X6Phw8e0mg00Frzzjvv4LkuV69dYzTKMqE3b96k0Wjw1ttvs7i4SBxFE9BzyunJCcPhEM/zeO655ymVSsRxTLPZ5Pbt2/R6Pebm5njxxRd5+PAh77zzDltbW+Tzec7Pz6nV6k/ojZIk6wWktebatWtPOtVNFiOp1iSTbUz+jBYeZ8Msu5/3LGpuyqPb26RpyvLyytSMIXu/mTrXKaW4cePG1Ip7fn6ewWDAgwcPuXr1CkEwZjQaTZuzOs6TPZSUUqytrXHnzh32dnfZurKFUtbkoW2hcEHoDAzpFMcxrG1UeXjvnOb5iNm5fJY9m3xf1lSwwRfunNIaRUghcJRkvuTymet1Pr/zECfvs2gJhkGPiybttiV4fm2ZT99ap3E25Pioh+MoiiU34643hkghmJm53DvovZF1ubcn1L0+rm9RLvu82xdDScPPPA8//6rkdLuUaXykIYgERVfyAy8OcCd0CKlBWJkNcKnsZq5C222uRls8U7qG4yj8LZtf223y1d0m3SAmIUVJQc6XVCpZH5XVhTaHpzWiRGUUK5P1AblYCC7WT/nEisVJXOdH16ssnAzopOeUXQ+EPdFMZeNfr4x466TMILKpeJl9e5pm9sHDKOXZmVU+Nn+VQ9lgv9ckQlMTRbZPbKKiz3kCOr44FjFRorlWz1Gf8SlXHGxHMjOIiFVKIso82DumVLLYWCpyc2PM/YOEMHH45nEBcZzDVoZUpJRLLaRaRElDnAjebjzian2FlZUSOzttNlY/RLUwQ8F7yPX5FuPIZqG8xLPLN/l/fO1tUmHICwtLS6TWzOQ8BmnCN1onrC5lC9sfufkSX/C/iBSaJLEy4ILGcmLi2GE4KFLPJdRzfWxZJUgsbCWxhEYJiLXBoDEIlIqx7JQ0ySaIIsYYG6VStFG0Bw65XMA4dEkAMShi0Nj+RLMxmVdpIokbRZ651aKen+Unrv5+QLwnq5xlmg0L1Vn+yz/wZy/fGjAm62n2977x65yNirQPLJxcD88ZESeKYFQhGucpWpooSXDtjJJ6WT4vhZ+52JkUrVJMatATl7Yn9DmXqzTvisu0NCHe7x2PrzVtkqyfkMhoTMWSy3ljSBRpLFdlK/KL7518+aVUCXE6MdwwmjTVQGaAoIQFQk4qxZI41YzGmm5XY3BIoojOWcDxsE+Sasplj62rNXI5J9OYxprTkwFhlGaJFgGpztzlBBklNWspkGSVjFTjeTk2Ntd58OAe1WoO13tM2RJCUqp5/K1v7rDdHqGsDHRHccpbjT6f2nCpLbb5+vER+ijl4KxOrNXEzvz9j6EUhihRvN3z+OwrXVpNm5OWTdgSDKSmOlfmuXWHj+U38ZQ91UutzBf4vVdm+cpZjzePeoRaI+1sH0wYg2tjMHQGBq/iUaoopJ2jcT4giTKdobRTigsDqssjrtWgVHCZdQecjcuUVjqMGxkQMkaglKYwE05mmAUiQaiJ+xqalxarbLdHjIIYUhBS4PkWUZQySlI8JfFjzcJKEdd7rLkdjWKOj3rMzOae6MsjkChZ5N7DQ4Iw5Pkb11F2SJIkCKEwJs+DBw9wHJutK0ukpkcSR5w3hsTRgOeeX8e2chweNtnZ2ee1196mXC4xN1en0x4zN1+nUskDCbNzeaq1HMNhZrfdama9ri5XpJ7G0/jdEk9B0Pchet0uUko2t7ZoNps8evQIISVzs7PA46zkxWL89u3b7O7ucu3aNaRSSCk5PTnh13/91zk7PSWOY37tC1/glY+/wsMHD0jTlEI+07+8/dZbtDsdhhNDg2iiCdIT2tfcpMHpq6++SpqmHBwccPPWTW7fucPt27d55ZVXUEphjGF5eYl8Ps+3vvUtgiBAa83169fZ3d3lwYMH+J5Hr9djdXV1evO+cIrrdrvcuHHjPc1QLyoRURTRbDantLphYGgEPiOtUUqwXHE5P7rHaDSkUChw8+aN6bjSNOXs7Iz9/X0qlQpra2vvATarq6u89dabvPnmmwyHQzY3N2m321jWkzqa7NBnfZK2tra4e/cux8cnLC0tTRYIIISd8djJ9EFGG/L5zChhf7eD51tTE4I7xz3+9le32WsNSXSW/VRCUPJtjrsBP//6QywvYqlUJLUlQhgKhTxKpfSCkL1en0EYU6/nCMYJB/td1jcrSCE4bwxZWSk90a3+e0Wl6jEaxZwc9XFdC9/PtDFvb59gUeJED3lpsYD3AyHf2pHcP8v0OB9aknx8A3ZymrOzIcWii+NI5MRYIY5TTk8GKCW5fnMW25G0W2MO9ru8VPC58ewyr3d77I8CQhPhu5L5Uo0f2PgkR527fCl9jf7QJYx84sTGpIpCfsTNWoNPLtvsDyVfOWvysVqbnCnQ4ZRmlBD7No4UhJPjmnMSXllr8u29eTqBhW1lGjgrTrkyV+Rnn19m1Al4+coGjqM4Puqyd9rnn/bOaPQiSp5CkWU8e0FEzpa8MFNgfsFDSYucL6lVDa8/OOTzr7c4Pu9hdEK15PJjL3+I+uZD3m4eE4x9DALPG5Mmgl57AdcJiZKMNnav9Yhf37V4eeFFZmYLnBwNuXbjBluzt4iTEEvZKGnx1uk5rVFAveATh5o4SvFzNpYtKaeSdhDS81LkMObmzCL/ojWLXW7jWNGEViUJghzNxjwWFlY85lZd0hgP+dZRiXGcIIzBiAkAMhlyz9k9QOD62b0iGacIK6OsKhGTGI/+MGGuOCLQEm0UTuxSc4usz9fZP28Sxyk1X7H1SZvVyk2eX/goVX/m0jU2vdPxGHa8e2GcAYE4jlnIBXQCnyDIEQc5LrrCCMCRmnk/wnoft8tsOwpL5sCkGBNnVEkyndAFuEkvgSEhnhyZMRlYgCxZIy+P+P3W8gJSHSKFxJY+vm9hO4rhIKLkPAkCBU/KqRIdPvG9SSpIkpQgECSpQEqFa2XNVnt9Q38oCXUBN28zanfxbMPcfIFyxb1URcj+KSXwPIt5VeFbjTwble6Erqoya3Yh0EZjCUPOX8cYjRCKSqVGPl+m2QxYWipMxmcAzefvnLLbH5OzJDnPAiEYDyMiNeJO/Cb5swTP8sg7NnESM4okjhMSxQ5P6rOypIc2Amli9k5y3D0pMF+WFGY8ysrDzW2TzzX43K0fRYwUx0d9gpkYP2fjehabCyVytsWd2wM8own0mDhMMs2hkkhbkcSa5niMZ9mMlcad83GSmEolZHXO4Xn3Gj1rm6FqA/Dg7kNWrz1DLyxjLw/JmXE2bNsgrQvtlyENxkglcVyHghvyqfkig2HEbi+g7NsU3ew5E8Sa/ijm+dkCC2WfWs2f0iGTRHM86T+XGe1cosFZOc5Oh5ycNFhfX6ZWd4miDgC2VWRnu0m32+eZZ67i59JJg/OY09MBs/N5HDdAypT6jEO7XaBULtJp93nwYAdjDLlcgTjM4+fAmACIKJU8CnmHJNFIdaG5fZ/5/jSexu/geAqCvg/R6XSoVqtYSpEmGU94b3cXpdQUCMHkAe84bG5ucufOHc7Pz1lcXERKiet5E6ezLtVqlSiOeeuttygU8jSbLa5du0a/3+Pe/fsIwPU84iQhCDL+8N7uLusbG6yurrK7u0scRYzGIyrVKgsLixzs77O0tEStVpuaKcRxQqlU4sUXX+TVV1/l9ddf5yMf+QhbW1vUajWODg8znZHrTjL0huPjY87Pz7l69SqFwuMb+0UGNp1ogNrtNkmSkKYpsbFpRS7DiWvaQsVHjJs0zs5QSk1d3rTOFkj7+/ucn5+zsrLC3Nzc1A78Ii70SEmSMhwOUUo90Zj1fUMICsUia2tr0+ar9Xqdx/llO6PGiQQhLCChVvcZjWIO9ntcuVqnF8X87a9tc9oP0AbciRYn1YbuOGau6NLXcfaQkZI4zo5JlnAzeJZiGMe0g5BC2WFxucj+Xpf93Q4gyOedS9bXl4bORXb9yWWllFnPh91RxPFRn9W1Mrat+I039viRa8/xnfCYqr/GzZrLlapGY3CEQhvD68kxH5//LO3WmGZjSC7vUC575PMOzeaYKEzYvFLH97NbiqxnTfrq9cxmvOY5xIlG5j1EPs/rRwP+8ddus3PeIEkWQcJMLuJT633Wy2Fm55t4fPvE5X7UJzIxlq344Ssf4ecf7hKZlJ0w5qpn40tBNHFVu1mP2Cp1OQo3OB34hMOY51cq/MiLS5AY7rfGBOMYxxUUCha5huBPfHyZX/juCbvNEJ1kc32h7PCRep7nNit4noMwCiUV+60+f//XHjEMU3Kuh2VLWr2Qn/+1fX7wpWX+2PPX+GtfugfCEMUlhIhw7ACNINWSWqWFbSnePLvL2fCc37P1Ywz6isP9LhtbVVz7sZnIIIwxGCylkF5mi98dR4z6mijVaFK+vnfOz2yucXzU5yfmr/Ov9/ZoqxSEJolt4tDHtQ2b+SGpCnEswY9tNjntO+z2L1wpIaPOQTxIEJUYMJRqGdToHrkUV4fEMoeQIquoGEVjWGJ1xufP/eTPcHVuFhBEyZg4ibloTnwRlnp38uO97LOpLEZkyZMkSQmjCN/zWKkM2Ot75ImJjSDRmYmIIwwpgiu1AeIDLP+z68NGyhzKxFgyQeuUVI+4cCS8dNlPxvb+hiYXejsQkxSIACOnlh9mgmiUNEgZY+GglE216k922M7suielKiH0pChinriOM5cxyXAA501FgoOUAqMF6cQzxPct5hcdhFRYEhxZo5gT2LZ4V7Vqol9KUgyGwXmHdq/OfH5AwUuJUkVGuktwVUSKz82VV0hTjWVJlLKZm5tjb2+bmZni9FvHUcrXHp7j2Yq8rQiDLIE1sDoUSydIGdIZ2kiRYCuD7/gksUM+12M4yk90ZY+PvzaZlmd+ZshSJeK0FyMsiS5AP4Gc5fH7b/wAs/kSkZ1mVYrWiCW/hJSZRfe93S5pYAhNQEwyvf/pYYwoCoQlCRNDTIwwEltJ5qplktRw3gS1UaYUz9BTTVKd8if+nWX+6VcFCIkOCwRmAlpjgTthOwTnLYwQuJ7Ns/N9yrkux6Nl/uSnr/K3/s1DGlHC+TCrPDpK8tJymY8Uc5TKHlLJCU3dcN4YcnY2YH7+gq6cTRKlHMIgawlRKhVZW58lTXtZQk359Hspe3uHzM/XWVwqEcctkkRzetLHdRT1mRxCZE3Yd3eblMoOW1cqGD3PyVGHBw/32D844uTkjJnZOouLdYolH0RAKkKETNE6qxbKpyjoafwui6cg6PsQYRhSrVZpNpv0+32uX79BGAYZEJKKmZnaJTcYQaVaYXV1lUePHk3czTTFYpHFpaXM2SUIWKxU+O53X+eHf/iznJycMhqPSJKEeq3G7NzcpLmpw/37DwB44YUXuHrtGt/4+tdpdzq4rosUEk2KEIKZmRlGwxGdTodisUiappNsVcLs7CzPPfcc3/3ud3n77bd58cUXqdVqaJ3SHwymVLhms8nR0RFbW1tUq9UnjoGZcF2SJKHVamXfDyTGoRV49JIUBFRyNosFeOeNxzS4lZUVtNbTxqZxHHP16lUqlcp7eh8lScLp6SlHR0fMzMwwOzvL9vb2b+k8CTIDCSnlVM+Uz+cn2WKJQCF4bIQgpWRhschwkBklvNkf0R1lRgdZdnmSTSNbaLWHMX5BEaYRYZRMdBJi6lgUa40SkpydXaaWpVhZKbO/16HZHHP9xixKvfeh9Fgb9C4UBNi2ZHGpyN5ul+b5iNiSpDqj5+werPDLKw+4Zc+wZVVRSA7THnfic2arz7G1MUMca4aDkE4n4Piol2U3g4S19Qq5nIXRj6k9QgjyBYdSyWVmNqXfj2i3R/xff+1rNIYax0pxbYElDKmKaI5c/vVDF89KcZVhbAxOqYnlpMjEYXWtghDwWf0pfm3737AXBERpwprnkFcZR7/g1JFilU8+/xyWpTg86BIGCY6SIDOher8/plSRuL7AsqHmSv7kJ9b59gOJlgMA/viHZ+m3BfUZL6O7YKG14Z9++YAw0cyUHBCC1FhUbEEYJXzt7XN+8MWbPL9q8/ZhSIbhBam2MUbie2Pq5XMGoxzawCA85TfkW/zQ6kvsPGxfolJm56/iOUghJnoqST/RdEZRpnWR2fm9fTTg/HyXH1uscmN9mcpCjl/+9ltE2EgXbG+EihO0FfK5rQzgKQl/5GaD//O3FrDtlFhbWE7A4ECRjATtJM/iShsvn73fcVPOtz3ytRCvbBBKUfY9/tDHX+Ynn/notCIrhMCxPCzpvgcEXb7uDe9dTBkDQTzEsRwslelpbFtg2w5CwHIh5dnakLdbeQTgWYZUgxGCa6Uxq+Ux8n0sDS6c1rKR2EiRR4oUSYow0aQa9DjDfXENpu8GP9OfGV1Ta0mqFVGsSNKMfpgaiTYSJTW+E6HJmox6lqBaL6KNYBwIBmFW9XDsGMdKsVSS9cKZACytIU1gMNScnDk4+QIL1QDXSdBakKQKIcB3E1wra56d9etSl/orCSB7VoyGMZ32mG43RKcWwTjkQzMb7IQlauYuBTtECkNqJEFa4uUbP0cxP08UhVmlHEmlXOXYOqbTnlDAhKQ9ChjHKb6tsC1FYmk61l1GvSoL/phUT0T1aMLEIGlT8HIMBiVKxR69QYkksTJqnMmAm++G/OWf+RhF32Gv2+V2o5k5PhqffK/Muj87vY/V6jlOT/rUajn8nIXnWyzO5tCkBLFGWBc0R0Abkl6IEQ5uNcWyJTnjU3AVRdfK+uwNI75x3OWnlpZp6WN6YR/fdvmpj57zS9+uo7UNqMfuGCK7PjqvfZUrr6zxb72SI+dqfvE7NZqmxc9+8hn+neeXOQtjxrZASsmNhRLLJY/j4z6NsyF+ziafczg9HdBqDllcKtHvBZwc91lYLGHbCkGB+/d2ieOEZ565gmUHxPGEBqd9Hj7cRinFlaurpLqPMZp2e8ygH7GxVZ3aXZ+fD0nilPnNPGk6wpgRcTJkZqbI4uIC5+cdGo02pydnVGtVlpZmKFfK2FZEkoxJdfLb9fx5Gk/jf/TxFAR9H6JUKuP7OU5OTlheXp4ChMye+RFCGOr1C12NoNVqcX5+TrPZpNfrsbm5xeLiErVqFbRmPM5obffu3qVWq1GrVnnjjTfwPI8b16/z1ltvEQYBzz3//JRulsvnieOY2dlZDg8P8XM5ZufmiONskfXMM88wOzdHo9HI3N8umQ/EccziwgJBMObOnbu8885tbt26QfO8mYEGpeh2u+zs7LC8vDypoExisrjQaYrWmk6nTRRF+L5P66xLN/XopxkAKngW1xaLHDx4m+FwSD6f5/r1TFPUbrenwOTmzZvva8cdRRH7+/u0221WV1eZmZmZNnztdrvT971vGEO/32dnZwfHcdBas729/QSlT0xoJhcyZsgezqvrFXa2W7zxqDUVmhtz4ewEiKzaE6caP7bAgc4wwJsIbTNdgWEYxTwzV6eee7xvtqNY26hi22qiEZIUi5epf4+JPBcVocsWw4IMmMzN5zk5HvAv7x+RnyycTFJk++EtTmoHfK1wF4BwXODseJ3/4vffmO5fueJTLLlEYUqzOSIIEgoF5wltw8W+XrCeLFtSrrg86vdojzW2pTMXJwPKEkhvgFfqEI9zaASRFeP5I6TMHKRmnfr02Hxy9UXWyot8ee87nA7OeWuQcqOywqe3XsQVRe7faxGGCbatyBccup0xUZTieZJiwabXC0hTF8vSzC34RInFeavM+kzEXG3M+S40T9Nsca8lkF2HuydD9s/GVAoOji2JI40UktRYWCqlP0h4/UGX/+SzH+ZvfP2rvH0QMQoFtpVSLXWpFFtoFONJU1plUr669zZxOMsnF+c4Oe6TzzvkC9n8ulqvMl/Ic9QbkLdt+kE8EVtnFDYbi7LyOO2FvFMO+KGVNdZUhY9cXeNff/0fca8nyNuGW1WDN73TZ9nlbmBj2ymF/IBhYpGvNIl7FeJBgTiy2H80w5VrHQCuf+iAxplHEngUlMsffOWH+dEPfwjbypyvLgDQpcv7N43L7mipSeiOzumPW/hOgdnS8hMNQ7/x1uuIsMDC3CnLhTKPunnaoUXJTrlSGUKug5PMTfWBFxWhyzUeMy2LOgjhI2WEFCGpSTCTRqrvadg8/b+LqwnC2CVObMLIIYgcUrJmnnJi9Z6SaXaGoZfZgwtJzpU4liEIJaNIoCeUSyk11cIQ3x5DGhNHmjQxpCkkWhDEeaRXYq4+JOclWdXEgDHJ5PMC27IyJ7rLFD5jCIOETmdMp53N/eYo5cFZSHsgCAYDfuDZNf7nP/YHuXN8zMPjd0h1wEJlng9tvoRjO5OEVzxx0pQ4jsv8/AIHB3uAhcDBt2OUEMTa4AroqPuEkTupGGi0fpyQEsKgjWZ5oclJs0IYFijnByRakCQWQhjWahb/2edeIO+7GCNYK1dYK1cQuOjU4tGDAc3GMLvXkOkRzxtD2u0xrpexDFZXSmwsWDQeCiwJ02lkII0kmIR8tYGyfKpJiSTOaGiOoyh5Fr1xQuK6bPWep5vfo6kbBCbgIze3OW/ZvPPNHrlVHz32pw6AP/2HPs0P3DrDGMPDPpzsVRiVEo5bAYtLJcLtNh9ar1IqedM5vbRUwhh49KCF62baxdW1CqWyR7cTsL/XQUrJysoSR4ddGo0WV69tUK05RHEbIcBSefZ227TbXW7evILnx8RxRDBOODvpZ72aChnjYTSKaJxmPYc8L3Mp7HTGNFtd1tZrVGqGan2OxcU6b775gE6nS7vVIV/IMT8/w+xsEdfVKBn+1i7wp/E0fofEUxD0fYiFxUUc12VjYwPHcZBKIoTMXN2AR4+2UcrCdV22t7c5OjpCSsny8jKLi4vMz89n+pRJLxwpFXfu3GZ1bY0wDLl67Rqu65LP57Fti/mFBZRSDIdDGo0zXNfj7OyMg4MD8vk8z7/wAo7j4Hkew+GQXq9HedLANAxD7t+/z+zsLK7nTWlucZKyurZOGEZsb28TBCOMgStXrmRW2A8fUqvVpvbeF3Gx+NHG0Ol2GQ6zZqlHp22aoct4QmHPOYpbKxWi3imnpydZpuvKFSqVCuPxmO3tbQr5PBubm1Nq2+VeGhdVoosmqeVyGSkz6sH6+jp37twBHjePfXf0+30ePHgwdY8DuH37Nqenp6ysrGSZYyFBSJ7s+iHI5Ww2N2s4D89IEo0tJGOTghSPxaX6QgugqNgFIkK6UdZ35DQKsS2YL/j8xNWN94zNthUra2WODnrsbLdZWytTKnsTQ43Hi6EL62gxWcld2BEDVGs+OjV8+/MtPndt0iDUZJa7QXuDIKPEM0wMjoSZnJNRIiZfLidCX1zFdxp9fuXXO1iW5OZ8iVc2a1iJIU012hj0BX8H2O60SA34KtNeXNAsjLBQdoDtNbOFHhNKj4Ek8YlFSBDEUx3TammOP/Ls50hizc52C6UkZb+KATzPot8NKRTcyfthNArwfIdCSdI4TwjDjF6XGJ/WqESapixVR8SjbD5U6x7hWHOwP2J9w0OpjP6TaoNtiQyM2JI4Tkix0FikaUSnF5JzPP7jT3+Gh50DfvHu50nihCQVBLEz8fxKp1o4Q8w//PYjohcGfKi0yJ2HTU7RvHXUJUo19XKJthVyNhiTkjVj1cYgtMTXeQSCUs7mUXtEP4op+w5SKm4sbbBUfjjRs1zoQgxKGUgFXz8q4tgxlkqJ+3lMSVKYHxK0fJJA0TwtYiIXViCOLGZnND/6zDUW9AqetBGkZOBwcl0bLlHLnnRee7+4qAgJAZ1hg/bwLNP/pBGenafk16dz7V9892vEoc+Pb8zzRu6EtVyb60ISoRlowbNqjm+cePzU5JiKyX3goio8dYK7oLIZB2G8zDABTWoGINJLIOJiLyRaS5JUMgocIOW0XQMhcKyEQiHAc2JslTUL0hNTj2xeqyzxgWQcurRHNkqGVIohSqUEoaLd82gFhpyV4roG11XYOYERijBxGQ7yFByN58RYSqNkppEykwojAoyJEHLiUhZrBoOIdnPEYBhhW5JKxeNr97v8918/Jggz0lsYRtw9u8/JyOI/+OmP8syEUXBxz7j4lzl06okWUjIzM0uv36PXHTAcJlQKLjcXS3x7p8Vpp8/8eof+4cakSpZVxHR6uTJvSMyYmxtDVvJXqbvPoaRgvezSP9HMzCt8z+FCw/R4LiVIqZid89jdHjIe5fFzTuZ6V/c5PxtSrWXaq1zO5idfnufNsyZB38lu0cKgU4GUhuLyAKcYkQxLWHZGR4+jFNvKNI7aGPIlB6IC1fhZPn09R0iAhcWf/QdfonZlhkGngO0L6pUsMfjxm02GiWa3L/n8N5ZYzMPtY2j1I5ZnypRKLqcnQ/J5F6Ue63/SRBMGCWGYcOPm7LQfUKXqY4zh8KBPEnc4ODihXq+yslolTrLknVIe/b5hd/eQmZkai4slkqRNmmrOTjN95uykGWocpxwf9skXHKq1LKEWRSknx30qZZ9i0SFJAowJ6HRH+L7F1atbDAYxx8dn3Lv3iP19n7m5+nuSjU/jafxOj6cg6PsQvueipCSXy1166ICQipWVFQDeeust4jgmiiJWV1fZ2trK7J2FwEy0MBlFDVzXpVAoUCgUaDQahGHIysoKb7zxBmEYks/nmZubYzwe0+8PcF1vCpJc18XzPBzHwbIya+vBYMDu7i5ra2vEcczx8TGNRoONjY1p1Uobg4lTtra2CMOQvb09bty4geu63Lt3j0KhwNra2mN62kUFaPJgHY1GDAYDarUa7U6P454hsrKMpmdLbiyXKNop35wYPSwuLk7d4BqNRgZmNjam9t/A9MHdbDanTVivXLnyxI07c0rLT7U+7XZ72hT1cgghWFpaol6vT3srXb169fI7ECiktFFGkeonO8H7OZtXrs/ysDOm4ClGabaAFhO9QaI1jqWwpWTBrbDd65CKzHpbG0MU2KDy5O331y5ZlmR5tYQ46LO702F5tUy1OnF8uyi/TPfl3YvUjI7kFm3iNOawlz3MhykoDPaEQRJOin9l12LnYZti0aVc8fD9jD6yfT7kb37lEY1egBQCy5LcO+nz5ftn/OTGDLkE9ve6FEsOlbKH59v4jpxkhUFN8WCKkIooKGDZEdIKEUKjU4s0cdGpS1OMaZ6PWF7J+iHFccrZ6YBuJ2AwCDMb7ElGt1B06PdD5rXBcQSuZzEcBFRrEs8X2LZiNBIEiUNzWMGRgpWZkF47pddNcCxYWSmQxIKH93s0zobMzxdYqPn4jmIUpJTyEqUEaQpxFKNF1oTWMYYgSPF9i+u1Da5U19ntHNHqCwwJ2lx0qc8qCKPIQaeCz9+7z7AieKsd0E1SHDvTYj040/iuQ96VhAyxhMQyNlZs41kurmuhtGYUpQzClPJkqm+sfYwvfuuUen6ArTLjA4FAp4I3j4q8dp5jYfaIQn5Ep1dl3C/jlzvM3Dqns10m6jsMupl9/dGjTf7yH/soGwtlolBx9+7JpAfXKpcXq5fj3U093y8uqEqencexXMJ4jDYpjf4hlnLIORk4LxWKnAYtPr+b42dXNxlZYwKT4KLIG59f3JP4E2B5sW14MsHxxGtGIKWPMunkmkhJzYiLKpkxgiixGQYuQegSRNlj0qZLtTDE87K+Q1JmFuHiUs0psxMHMbF8N0DeC0hShZIaKTLxfzQKsdOASOfJ5YvkyiG20oSxRaubJ0gsEqMoO/2JvshMXRQyvc8kQaBD0BbnjYDG2YA41tTrOdbWKxQKDnf2+vzi146RAhbrecIgJbRA2g7/+pt32Vis8OMvX3vinGityRpjOkRhOHXztCyb5aUlet177GyfsbiU5/m5lEV9wEY+QokyjVyXL5/mOB0UqVfaCK0x5pKjnEzwLJdPX1lhrlAma3QL5yLl7DSmUtETu3+4AO7GpBhiCkULzxecnw9YWS0hRAbyWucjup0AzysgpeCFrUVuvvBd9o6HDM8LmFhi5WJyM0O8+hijLUa9HF0nIW9LkkSTJJpAa3xHsTVfpCcynV4yUCwvZo2qP3n9OT7/2l1mSie4fkIyyjR1v34vzzvbPsPQZw5JUBqhhU85lzmqzc4VePSwRb8XUiy5dDsBhwddlCW5cWuWVnPE6UkGUhxHIaWgPlNCiCJvv7WN1prVtXlgiDEpQih06vPo4Q5JnLC8Moc2GQ2u1wvodMZsbNawnYym2m6NGY9jrlyrT3RlhsbZAK3NYydTYxgOIk6OO1m1KBeSL7goa4YkTnE9l6OjU0bDx322nsbT+N0QT0HQ9yGiKJp2Y4bHNAwxcYQLJ9bXhUIBx3GyKozrTnU5kD2oUq3RqSbVKaVSiTt37qCUwrIsOp0OSZJw9epVBoMBh4eHdDqdKShZWVnJfr8sxp2MwRiDlJJ8Po9lWZTLZQ4PD7l//z5bW1vM1OsIMlODrPqzRavV4uTkhH6/j23bbG5uTvjkPKZJGYOZ0NFarRalUonhaMzOaY9IVSYZVsm1xSKLVZ+33vgug8EA389x48YNLMsijmPa7Ta1Wu095gZJknB4eMjJyQkLCwssLCxg2/b7ApxqtcrOzg57u3vkcrmpnfZFXIDKy3HxnsvUMykstHDIbGz1JDubHdaPbs7w5Qfn7LVGVHM2nVFMnGa0ECGg6Fq8sFzhjYMOFa+I0EWCMKJYzKFNwkkn5FfeOeEPv7z2vvNIqUzfI6XgYL+LEEyyiBCmMY5SWPJSh+/LvD3gjaMudl7z6nbMH/4wrOUE+0MYTMCPb2U3iJ97YZmZmRydTkCnPcZyFPm8w//31V3ao4i5kkcUZuJZlOCsG/CvHjb405+9jk4NvW7A7m4XoQRzVh7PSQlCC8/JFnJimiyWpIlHmnhP7KeZ1LKarS6BdUxkhmAkjMvU6rPMLRQ4PuwxHseZhXjR47wxIo4iXE9QLCqazTFJ4iGVojZX4qzjM0qK1AqK9YUyRg85Pz5jZbXG2TFYysKxbZaWMyDneRbVisfHbtX4wquneI7CsSWWLYmiiN4gopT32VqscXTYZWOziqUkz8xcYa97BDLCJGZ6EpRKMQj6/fJEsiD5yuEjcOZxhGAUJYRJ1iurF4AlBb5douJlvYIcT030AhBGGseSlCdVL2NASsXN6z/Gf/OFr/Ch2QF5O6UT2HzzJM/9rodOYTT0qVfbVEtNzlo1dKrwCn1mn2kRjxQE2fz/v/+Jl6nP5DAkOK5kZbXO7s4exVKBcqmWnaMLkHHxuzEfWGWFjLIWJQG9cQODoezPcJ4ckhpNqmP6QRtbuXRGZ1xZriA6Z7w2cPmv7hquFzzqHjRDwTtdRc4yrNnJe7bxfiAsA2diYmziIUT2uXGoECLEtjRh4tDsFolSi7wXUisPsFRCeyQo5cdY1oV5iX4i33ChxHty7oIUKY5KH7/JQKUicX2LfqDohznMwCHnhLR6eWw7ZbYyxFIplkqR8nEF9vIlnN1TNZoEYzT5gsNwEDG3kJ9WTH/j9TPCKGWx7iOEJElClFIU8x7jaMCvfPMeP/rhK08YQVz8rqTCsp68f7pudm3WaiW+9Oa3uJrfY7H8uDnzei5lZbPPv2n4vDkKyftjEMlF2RvXsnhl5RYzueqkMpdVtGp1he1M5Dv64p5waU9FglSSmXnFwc6ImVkX33dwHItqzafdGlOr53AcSSdJkOEcuflHFJZOLvDi5FkkGXRr6MTmPAgxBQdfCQbjhAjDp67NUss7uLOCs5MBZ6fDyfcq/r1PX+WLd8/oRD5pL8bT2fPn3sNZ8qlmsahppn1Omy6WK1hfyJIIuZxNqexydNjDOVf0eyFz8wXm5gpYtsTzLN5+65Td7TYbW1Ucx8a2ioyGbYwxVCpldnf3CONcZlPu5DnY79JqdiiVi+zt7hNGPvmczfFhj1o9R7GUjW08ijk57jM/XyCXy5J5/UFEqzliZbUytedOU83RYW9aLdI6IRiHHB+1mFvIs7q6RBjC9qOj91xTT+Np/E6OpyDo+xB3795FSkmtVnuCfqCU4uT0lO3tbZaXl3n22edonDd4+PAhWmvq9ZnJIjtbHGmdNe4zqebk9JThcEixWGR+fp6DgwPm5uao1+vU63W2trZ47bXXOD8/fzyQ93F6udxQVU76RjiOw/r6Okoptre3yeVy+L4/dXGybZfVtTVuv/MOpVIps/KWkjTNdBUCJoYO6dQIIZfLEYQR9/aaDFUZoSw8W3J1ocD6XJHjwwOOjo4QQnD16hWq1SppmhKGIePxmOVJxewi4zwej9nb22MwGLC5uUm9Xp8e1/eLi78XigV2dnbeY9/9fp970r1pAmKNhRQOUjoYnWacs8lCtOBZ/C9+8Cr/4Js73D0Z4FkKW2ZdxD+yXuX3PLfIL799QmoMOcciCDTy4n9SkrMVr+61+dkXl/HsC73QhclCVo2TSjC3kEdrw+5em++cP+Stzj69aIytLF6cW+MTy9cpu7kpwL2It45DlK/QMsta73cTVksSY2CcGnZaCZYX4uusQre+USGOUnq9kNd22xy2xxRdNaHJZdVM25HUbUk3SjkeRzyzWMIv2Pzq7VO+drdJP0iw3BAiwThUKCH+f+z9d5SlW3rWCf72/vzxLryPjPR57y2nqlIZGVSUDJIQSBgBopkFrGGGmV7QDcwM081ipv+Y6aEZ08w00IBoxNBCBgQlISFTpbKqKpW5/qaPDO/jxPHnfG7v+WOfcyIib96q6jUzq1Zp5XtX3MyMOPGZvfe3v9c87/MgpMBm5Pk85bgOMVO21OyqL5MehNi2iZqksEj9ZW7W3sfZqU2nHVIs+viBhWUJOp0BXuCSyUqOjqDdEUSpx349wJKSK7NZfNvC9wLS1EJKj153BPNyAEm5EjDox+zuNPE8mz/1hxY5PBtwd7OFUho5ZPvLuJIfed8ClYlp2u19jg67TM/kuVZdZatxyOe7r2PbI0dYo5TkrFGi0zWOkm2lJCLCEoKzKCFJNY4lsC1JqhRRokhTjSMEtbyHNeyAT4ZVoO+5OkEhcC7N72w5y/uuLvBPv3SELTVJOmyQMJhWzs5K5HJdqpVTgmBAo1mgWy9j2ZrZosvf+Ph3cbYHB/ttcnlTdULElEouzVKG9cfr3LmTwRlWK0eixefQM/2250ijiZOQdlinM2igtIE65fwShUyVRvcI38niWB77jXUTKEUN3uz1eW8BXmu7vNWyEW1zooKjuJ2J+GK78czn9bJY8fnPYgX1ls1B06Mf2kQ6jyVTXJEQpzYZP6RW7JD1Bji2QivNGS7OsCoj3qlD/Olvj0kXxKXPuI5Cygjb1iglaHYD2j0fUEzlW7hWim2nCKGRQp//vhAXCFZMckmLmKmZHEmsefTglG47IgiMw7tx2MNzzLwrZSCqnm/0ZzK+y0G9wyBKCDxneLnngzTaw+M4PpccGM6nWwiY9bbJSM0gvXzTntR8uBby8v0J9rsDckEXKTVR7PIz773NC1NGzNuAZM1ISikoFiVhmBLHKY5rnY/YMOBExOQL2hB1nPSYX7BMNagccHrS4/CkSxvFz33xCScdC8ueJ/brIAcgFDp1UWFAEGURWIRSUe9H5HwLieD2bIGffPe8GZusQ20yw/5um7N6j8mpHJaU/Mikxa8cebh5FznseWpFmlTFpJkGqp+hP3BYuZo9D1yloFrLcvfNQzKpy9q12rCvyazJZnOAlMIIz240uHJljnozYnNzh5npKa7dmGF/f5udrSbtZkKp5PLkyTYTk1Wu35jj6GiX3e2G2R8ci8mp3PDdrNnfaxMENtUJs8/EsaHhLhT9MbOo1prTE9PbuXbtvFp0dNgBNLUJj1Q1cVyLhcXLicHn9ty+0+15EPRtsNqQoazRaDA3P0/gm80oDEPu37tHLpfj1q1b2LbN5MQEKjVN+RqolMsoPXpZmYxrq9Vif2+P6elp0iHhQBiGTExMjJ0Q27ZRSl0WKn3KRq+/Ue/MCBYx+t7c3BzNZpPt7e1L0LA0TZiemmJrcxOlFI7jcHx8gm1blMvlcaCSpilnZ2cIIegPIp4ctEwAZDtkPZurMzlmKxnCfo9Hjx4ZfZDpKZaXl8dVsM6QfS7wTUZSKUWr1WJ9fR3Hcbhx48aYwe0b2ZiBq1Ti3r27ZIKA5ZWVSyKv34oJYSGEixQ+qUiBCKGVgS1qTTXr8qdfnOONTJ36ICbjWNRcm3I5oBK4nHUjo9EBY+d01IbtOJIoUXSjZBwEXZovPZovQXUi4D/sfp3Hxwe4joVvuwySmM9t3+NB/YA/f+ejlLzM+HffOoh4becMFWcpLDQA2NuOWU/VEEevyE31+GPvu8XUdI7Dg7bpuyl6+IGN1+hi2RLXtoijlCTROI7B1Tu2pB2mnHYj4lTzL768yRt7LRxLkA1swngClTkkTgVJFBi/XMRo7Y3vaVTRME6fxne6aAky8fFtQxecpBE7Z+tk3By5/CLNRp80jbEdTTZn0WwOKFdtHM8lX7HYPAhA5ijlHJamywSeb6qeAvwgy5XVK9y7fw+BBdoDEqSEyak83V7MzpDG+m/99A2+/qDByw/PCBPF8nSWmzMZWnVzv36uysH+kakelX0+tvrdvLqZstncxnEiksSh08kxCH2UNiKxuWyLk7M8vSQmleBIMSa2sOSQwU9ArDWnvQjXkiRKk2rNcjXLj700N1qRQ4iR5vN3X+bB1mPKFcFMPmarnqfbLqC1RDoCJQQ7e/O0WnkKQYNSUCcrHf7QtTv8+HteRCvB2d4AIQX7ey0WFktYFqAjZmZzPHxwxO7uLouLSxjBxmdXXkbPm9KKRu+I9uCMVMeM8ghKp7T7Z1SyU9jSJVUpje4hiYoRSE47XVp2mze6kpeyEcJyibTAF4p2FPHFboiTjfnt9U+w036CQLBaus4Lk++lHNRMoKAMBDPVkKSa7kCx14g562tAgoAklWAL8rkBk8Umvh0jhUZKdc54KC9Xgr/5/vAOSRitcSwFxOT8Ae2+zyB1qOY62JbCsROkVONn4aly04hQbfgKSIEU13UolnzOGgPK1Qy2Lcj6Fvup2cfjISGHY5uAJ05TMq4zJLg47we6eN1B4NPr9bCG+nSjgfjc67/HbU8R67ffX6gEvtR8dCriX69XaDTLWE7Md69ked/ijAnehppUGj0eU4FhbxwMEmQisOxRiATDGhG2DdVJi/2dAbUJn8C3CLXi946avPL1TTqJohMlFHybPFnO9m3aYR870CSJwOo5TDgBBc+mR0qjH3N7vsCSZ3Nrrogz6qsUMDGZ5fiwy9FRl1I5wHEs5nxJLpV0lKKUM1XEpesN4lCz9ahMKm0yMxb/5U98EClBDZk3g8DQpPuBTS7njoOPTjvkYK/N0nKZbNZlc6PJowentNpGrPzqtXmEbDE1naNQCNjbGfDGG4/wPJcra/PYdo/JqSygeXj/BDIMq2IBzcaAbjdida2CZZnkloFMpiyvVsb9qb1ezOFBh5nZ/Dh4brdD6vUei8slnOG7R6mEKBopdD235/YHw54HQd8Gm5+bQ2vN5uYG9+7dY2lxkVqtxv7BAc1mk5mZmSFkzmS6pqYm0WgODw4oFApj1ji05qzZZHPjCZOTk7iuS5qmdDqdZ8IbhBBjdrhvZLZt2GPiOL4EObMsi5WVFV5//XWazSaFQhEwQZfrukxOTrK7u8u9e/cIgoDZ2dlhxUqRpgnNZtPo9aSaoxb0ZBFhWWQ9i2szOaZLAbYU3H30iGazadjtrt/AsqxxdardbuO6Lo7jkKYph4eH7O7ujkVSPc97R8fjYl/AaBy2t7eZnJzi+OSEfKFwKXD81kwihYMSHlImKKXQxAitiWLF4X6bk5MuN5bKVGsZpBT0uhEbGw1OT3pUsy4PjzpDuIYYwonMSzhKFL5jkfOe/ZiOAwXgYWufrfAIXzj4wsGzbYR0SbXHQbfB57bv8WNr7xn/7mcfN9CAYzskiWFeK6226fdThKWxfYtqMMmP31kFDWGYsLfbQooi+YJLzndMH5BjIaQYYtUFUZSSDskQLK352madN/dbFAMHb1jB8WwLL5zlNOnw4pLke27M8XNfPqHR11ie8YxHsE+BQuqYQmZA1qsx0KaR2fNtHNsjUQnb9ce8a2aJk+OUMIzIZAX5gs1ZPaY/sKm3PE7aNoHnMV/LUikVcGzXBPvKZLodx6FYLDM7M8v+/jHdrqZQsNEk2I5kfqHIk8d1jg47zMzk+e47NT70wkj8U5Cmii3rjKPTY+LCNE62wM52C9ezyWZs/sx738vf+rcDwtjAJoVkzJ5VzJ3hWCFnJ7NYlcQExdIyRBbKiPEKIfBtyUIlw3w5YLveI3Btvmu5yoeu1Mh6NqDHa+ITr2xSk3e5X6+wMH9At5ehXK6Txi79vmkcEhakoeZ4O8+xzmM5Md97p8HNuRUEckxxPT2dZ3urQbkcUiz5aFIcB+bmS2xt7FEo5CiVzoVQLz5rZp0OEylConRKquIL8YPAs30ybh7XCbCkw0Frg1QlCAS2dAg7HrlMSDNq8EUnxW4UcbHoigEUeqjEJuPBqwe/j+f4aK346v7nuX/6Bj+09qeo+HOEsaIfJfT6KVGqiROFbQuKGZtelJKkGteG1ckeWb+FECYAGu6cqP8pW8K3YkIgNNhSkQ1CpnQTpSwCL8KWCUIMA6DR54eaaWZwL47rkGpDx0jhUCr5nNV79HsxubzLB25Vub/VJk4gSVKkkOP9tD+I+dh717CtcwKJi/NlqNgNJG7085Hj3B80kB7Dzqdn3R+UvJRydR/LUkx7U/yvv++qqRAKMYzihh/UoNBYoyqTaw2106zz4rAY3bimWLI5OQypn4aUa5J/9JkNHh50kBqi1BBctMOEQZxCDP0jB8cz61kKQZLRuA5khE2nl/CRlUmyKqHVHNBqhVQqASDIZlyqNSNS2m6FVKoBLTfHD0+2+KV96PTNvnxUrzGIU5wJcIXge2cmmMpUCDyLbv8AA38V5AtmbpLE6C9FYWqeq2pApZpBSovVKwu8+vITwijixRdvYDt9kjRGCEGhUKEeNNH6lJWVBTKZlDiJSBJF/bTH7HyBTMbl6LBDvd4jDBMmJ3NkMqbq1O1EHB91WVgs4bomsElTxcFem0zWoVLNjPfw/b02pVJAsXBZh+6bU548t+f2nWXPVpd7bv9/NSklxWKRGzduUimXWV9f5+HDh2w8eUKhUMDzPN58800ODw9I09QEQpNTXL12Dc/1sKShpj06PmZrc5OZmRnm5ubo9/tMTEwwNTWF53m89dZbnJ6ejqsoI00hgG63a6Aaz7i+ERFAMhRyHZnWmmw2y8TEBDs7u6RpMsxS6jF5gdaa9fV1oigaZrsMDK7b7dLtdogTxVnPpm/lwbLxXIsrUzmmSz6uY3FwcMDOzg5CiLEI68XegiAIGAwGNBoNNjc32dnZYW5ujpWVlUtwtpE9DYnTWjMYGCIHgNnZWa5du8b8/Dybm5t0Op1v2tD99nM4WNIf9hh4aCx6vZgnj09pNgcsL5eZns5h26ZpOsg41GoZmo0B71ko41iCThhf0k6JU8UgTnn/UgXPvszCNT7vhdl742QHLSAXeKSpafRFgyUkvu3wxsk2YWKcz1jBw8M6WhkhToaNy2kyAU4FpWvoaJq/9MEbSGE0aSYns+TzHnt7LbrdmJvTeQqBTaMfkw6rQEFg4/kW/VSRsS0yA81n7x6SpgpHimFgnRIOEgSQczMcn2XwogrrX5/i6NU8Zw88oqYm7mrCM+gd2bhBBzEw1T0pBFGcolLjEDm2S5T2we4hLej2QrSGbN7H9gMebTuctrPMVPNcX6xRLZeHfQ7DKstQWDeOY4SwmJoyDI27O3XiWI57GYLAYXq2wMlJl0ZjwEjTZRSwWpZgdq5APqOJOmeEskwvstncaBLFmplilh+9M0Uxd4ZtK1PdcgdMV/eZrBxxuFMB20NYRtMjHmpyaK3RAiwpyLg2nm3xlz+6xn/1Ey/yt3/kNh+/PUPOd8bVgtNOxD/53GPe2LqHbyvmsgNsbRMetMnbUJ3apVI5wXFiLKlxAk1+LmXhaofqfMLqZMjf+91P8eX1e0NWP8jmXEqlgIP9NkmSDis4KcWiS6WaZf3JBv1Bdzim5w70xS8pJZZtU8hUsaSDQODaAdXcLDOlKxQzNaSQOLbLRG4O1/bxnSxTpSWW8ldJXUnJD0lbDmGmQyfXIHVirL5FsdbF7ZbxlI8vM/h2gaxdoTFo8BsPPsH6fpvtkz6tforjWEyUfFZn89yYL3B7ociN2QJzFY9rMw6TRQ/fdbGkGFeqvoWCz3h/vfjFU19v+z4aITSunVLO9SjnO/huhGWlwDOIJcZ8COflUjFsqNMqQaPIZFx83xmuUfjoixNcnS9w1OjT7AxIgXY/Yu+0zVytwI9+9413vJ+ROY5Dkib881/7FH/17/1LAL7wNZ/fe5Qljt95cPqpIA3z/Imr7+Ovfe9tQ9U/7vXRwwrwhXu7sG6iSBHHCqWGdXEtxsNm24JKzaZxFvL5B6c8PupSzblDOKghfXGkIE41esRKPfw+wsDTemHMQaOHsDQrc1kmJrMoBSdHXdLEyOBqwA9spGWSHFrDB96zDFj8iWlJNhxetEFAY0ea761M8IHJAl/60lcYDGxsyx/Pu2FhU3TaISrV7O+3QAhmZo3Yq21laLcSwihicWmO6oRHkvYBwwbX6Qi2tnaZnKwyPZMnSbuoIclBkihm54pMTedYWa3Q78V0O9HwXZCSJIq93SaFokepfB7Y1E/79HoRMzMFrOHeczrSE5rOIc+Fp9Ba0zwbvON8P7fn9p1ozytB3yYTQuC6LgsLC1SrVV5++WV6vR4vvetdTE1Osre3x/b2Nq1Wi4WFBYIgQ2CZDG6SJuzt7XF8dMTyygq1apVOtwvCMJ9JKbl16xZ7e3s8HlJVLy8vE8cRmWwWgHv3748rUE8TJEjLQkhJHMdvC4IApqenOT5+nUbjjFKpDBhYWqFQoFarsbe3x97eHtVqlXw+TxSFNBoGs9zsW7S0TyIEri24Mpllphzg2Bb9fp+HDx8SRRGTk5OsrKxcguQB1Go1jo+Pef3118jnC1y5YvqFLgY7T2c0RzYSWN3c3Bz3L0xNTeE4DtPT03S7XTY2Nrg6pBj/1itCAilctEhBKHqDPuuPjf7D/GKJwDdZen3hRe95NmmiuDaZ43uuTvKZh8d0kgSdpESdPkoorkzk+MO3pt52tmGRhAuJYNpRH0sILEviOBZRlCLl8N/SJlEJgzTGsx32mj2OWm3i1GSG3WF2VwMWPq4rmSkVuDKRJdWKzdMe/SihmHEIlOZgr838QoEfvTPDL35th3o/ohA4pFFKN0rwXIuffPc8a5MF/v36EWjo9+MxBMRxjRCmjjVxqvg//cKbJCEIWxJ3PRrrnoF8pgZ+FBR7dKnQ7bcg1eNAyLdsRox3tgW1SQ/fd+gPHA7rLqctKBWKzNYyFHIZbMsZZ7Ivzq3rugwGAyzLwrJGW6LN7u4Zi0slhDCN5+WSz6CfZW+3hecbOt6LfSeeZzM3X6D/4IxBSxGFiiSKODzoMDuX509914tsH/TZ5AGZfB8pFeHAZePeNM1mgZWX2uwdFtDK9AEZ2maJdEIKxS7a7tPzAr64a3q9iC0syzRWAzw4aPDffuohR+2Qjy5GCOBj17v84r0SmdVjwjMoFRy8yhmF8hlpKrG0TaAtXnvc5KXVEmniMkDyyxufJuprJsWyYbiayvLowSknxz2mpo0miyYhm3PY2T5he3uLK6trSMs1ne1mkN+WhDD012WEgFJ2EtsaUSKfm+cETBQWcC0P23L50e9+L7/7C1+gV9ynMtNGpoCSiGJKX1kM+gXKjoMQFr1eH2wj/OzJHO34GPxjrlXXcCyJdYGmXpoiBMWMw2zFQzAgSVNEGqNFQqoG44BjvA2OHj54e5Dy9HP6LX5fCoWQGjn6wQXBYSVHzvvonE+RTYhhvVQrlE6wLZ9yxYiITk3nyQUOf/On7/ALv7PPp7/+hCgB24HvfdcKf/oPvcRMtfAN7wFg4+iY//PP/lt2TtS4mtvqCD7xaoG39n3+xPvP8J0LQZPUpBo2exX+84+uYFuCRtckzHKB6b8Zpd/Gv3WxZUpANusQx4owTPE8a8hEIRipPxWKktPjmN9/eIYQGscyR3WloJcoI2MtBNrSBBlJv6cQFmR9m8Nej16o0Sn4Jfgvf+v3+cEb06zlCpzV+zQaA6QlOD021ZSlpRLlsumBnSgGvPuD1/n3n3zIH54ZUmQ7kq2BppxzyDS3aBUXefe7341KJYFfIooN86DrWeTyHnt7bbrdiMZZn5UrVVzXRkqXfs9ifX2bYrHA0tIESdLCBMoSVIZHD59gWZLV1VkQPVSa0u2EHB91mZsvmnHCMGdatmRhsUSrGdLvxTiugRkuLZeH5Eiafi/m6LDN5JA0QevR94yekHcuLmYCoMaA3d3WN10vz+25fSfZ8yDo22wjqEEYhkxNTTEzM41WmpmZGfL5PFtbW7z11l2Wl5eoVKpordnZ3uH46Ji1tbUxZXXjrEFuGACNAqzFxUVKpRJbW1u88sortFrtMcPZ9NQUm5sbtFot5hcWLjn9Qgg81yUMw2c2N/u+z+TkJHt7++Ry+bFivFKK+fl5jo6OSNOUvb09lpeXOTs7I01TWn1o6yypkNiWYKkWMF/N4AxfrOvr6zQajSEM7voY3jc6v+n/aRLHESAIgoBCofC2AGhEoACMg0KAfr/P+vo62WyW6elp7t69O/6ZZVksLCxw//59dnd3WV5eflt/0IX25GeMi4UUPlqknB4PcBybpZUyjm36q8zv6nOmohG2Xwj++LvnWJss8dl7pzw6OGGykOVD1yp8YLlE1rP5Jr4WANUgz2brBITREVJKE0Ypvi8Ik5is65FxPFKl+ddf2Rw2VgscS+IMs32WkNhSErguc8UCrz4+5VNP6hy0B6RK41qSK7UsH5woYO13eN9CmXSQ8plHJ5wlBn6yUMrwR16c4aUF0wu2NJVjvxOilMaywPctLNsM5CBJsRQ0GjFCjhi3jEkBygKdQGtngtq0TWcQUSuYRMBgkJAkCaEaUMlW8Z0sqa/phT5Hhz4qdViczTFRzOF5Lpa0EAKSNKITNlAqJeeX8B0DAbFt20BQh3O+vLzMwwf3Oc0OqNU8GELYJiez9Hsxu9tNVq5Uxnh5syaMRlGQkbT2T3ALE7jZKsdHh2SzDpVqwN/4sQ/wWy8v8R++usnWcZMktZiY0Sxe2Sd1I3KllPZZGbQgRRFkO2RLJyAVAkksUn714df58vZjPhTcZm1+gkbY5X/z775Aq5sdr9DmwB4yk2nCvk0pyjEod3h42GElXyFwJKmCZitms1HjypzDeyd7vLozgec2GKQWnzz8Mj89vQwIfN9mdq7A7naTXM70hR0fdTk57lGp5jg7q3N0fMTU1AxyxEj4jCSClJJaYRZ5oYrxdBAkhCTrjZxzTTHncz14kbeagnb2BGEPQViRg+jnyRxXWfhAnzhxUOkAmcZ4QYAlfZphF8cZkPHscfVPXuBYGz1alpBo7WPJFENlHqN0ilLReG4vfv7/W3t2APUNji6e/eORFhhakaoIW7oUij4H+21arQHVapZqMc8f/YDDlXzCytWbzE1PUsr5jDgyvlFQ1+h1+W9/4VfYPVEEDmR989lcIHAswcMjl1c3snzkehutz2nvH3RcPvauFUZS0mEMZx0DQc751iV21Iv76uiehADXlaSpJgwTvOH8jSgpXFdQqghavRiJcfzjWJGxLPqJIhmSloBgZt5lZyci7ClandggCyUERchPa1pd+Lcv7/MjNxKW0iwb62cEGYdC0Wd2roDnW8PxMdd3ZSbPX/sz7+a3v7QLwHs/+F38VCnAsSzq9VMOD4/odLq0Wo9417tvYds+STIYs3lubTSMrMFcgXzOwHIleR492iBJUq6szSOtHmlqxsu2smxvNajXG9y4cYVsHuI4NNWdvRa5vDfW/wnDlP39FtVqhtm5AmGYsr3ZYHuzweR0fljZ0aSJ5vCgjevaVKtZhBQkScrubpNCwRzv4ju1143Z3m5SrWZ4bs/tD5I9D4K+jTbSZBhRW1+/fn3YF2IoqguFAjdu3ODg4IBHjx5RqzVwXY+jo0OuXr1KpWLoacMopNfr0u/3KZVK40BnBLu7efMm+/t7HB0d4TjOuF+nWCzy5MkT7t29y9LSEqVSCSGNixAEAb3eO2sCTE1NcXx8TL1ep1arjSFF5XKZUqlEq9ViYmKCZrNJt9shVyhzEgri4QtupuyzNJHDtSWWlBwdHY0hasvLy1Sr1Us9PCO9osPDQyYnJ1layrCxscHBwQFzc6YpPI7j8TWFYUg+n+fKlStjmNyI5S6Xy70tsBNCjMfl4cOHBEHA9PT0ueDi8DoeH5/y8uYO3ShmMp/jg1eWqOayw2NYCOHR7yXkC1k810cTG8K4kRM17DMQYnRMc+73LJW5UZ3l1Vfucev2NcqVmCQNh8cd/u4F0oCn7aWJRV4/3qYbh2QdD8e1CAcJ/UFETMp7ppZxpMXd/RZb9R4OgihW9OMEOcz4SSnpxTHFTECBmP/3Vw+INJRzDq5lESYpb+63qHcjfny5RrrV5KwxoH4as7U/MC9WO6S5HdP+UMr7rhVZywf8voZ4mAUeUd+Gwz6MyYzpfREWPO3pSQEpkESCvA1YIUpbWJaDkCndsI/vOSzXbtBoCOrtDJ0woJBxmZ/Ik8tmsC17nPnvhg3OOgeEyQDQtAd18kGZStbMc6vdxhuulXy+yPzCIttbGwTBBNmczSBqk6qEmbksTx43OdhvMzdfGDYdmyzqzk6TNFFMTufp9AYIu4pfKLG728QPbILA5uPvnubj757mv/7SJ+jHERrJSS8GLciXGmgNvXYeRIpfPDZrJnWo5XxKWZcwSthp1XmFRwStiP/6Mw/p9c8DIIA3j7N8/8oZvq34mXef8vOvlNFulpvVAGElRAm0O3mUbvORG/us5Sz2GwXu1h0m5rsoIB7SR49gbpVqhl435sl6HcexhhCcPKVyjvppyPb2Ftlslny+hBDy0jM2WvPmH98a+YjWekwC89f+5B/m7/28ZHvvCWl2gBIKJ3RJBwETtx4Sxjlsy8LxA+JoQJpECNfCkhZ5L88FVM836GsQSOkjdYIU5kuRovTlPsr/qXDZd76/S/96xxhoHCQIGLMhPH3lUoLQaKF4cNLhP2wcs/3qFpnA5b3LsywIh0oxx7WlaVzXGydBvvH1af7uJ/4dYdtol42SVefnFDgSvrCe4UNXOwipaSaCrUGeO9e+C0WI0unwPjVhrGl0h4FQIBj64+94HYYxFbS2GAxSPH+0F5v7zxclVd/i8CTCQ2LbkkLWQaFpxilxqrCkYCA0s4su5cDijc02tqXx8wLL0Vi2wNbQDwWf3Tzhr96s4Lk2i8tlXFeOe+yennNLCu4sFOj34EM3pqmf9qnXT3n06DE7Oztorblx4watZhc/yJMKs5d7ns3yShnHlTQaA/ygy8zMDNs7dU5O6ly9ukKxZBHHneF5XHpdiydPtqjVyszOFUmSM5TSnBx3icKUxcWyYXQbEh+gMWx2lsR1zXNXqWaIo5Qn63VmZgqEYUK7HbKyWsF2zP51ctIjHCQsXquN2SdHdnLcxfdtJqeerVv33J7bd6o9D4K+jWZZFvfvm76dO3deIJ/PXyIuEELgOA7z8/Pk83kePnzIyckJq6urlIYQMJOl6Y2po0314jy3JoTA9/2xvkO73SYIAoPPLxS4efMme3t73L9/n8XFRaamprAsi0KhwMGB6UkaESUA4ze363pMTk5xdHREsVgc9xFZlsXy8jIvv/wyYRgyMzNDEAREymGgBoAi61nMlz181zAORVHE/fsPCMOQWq3KysoKYCo/podnwJMnTzg4OGB+fp65ubkxg93GxgaZTAbP83jy5AlRFFGr1SgWi2QymfF1gcG2l0ql8bEvmtaabrfL/v4+Qgi2t7fJZDIUi8VxsPqvvvR1PnP/EYP43Dn8tdfe5D/50Pv54JWlIfzHwbZdkjgG3OFcDDPXQ+jKOVwPLjn98vxaLojnXO4Dege/ZbU4yYfnrvGF3fuc9jvYQhLrlCRWrBYn+dDsNYQQfOq1PY4bA4gNsEQBA5WMzyuEYLWaZb/ZJNJQcCRSgbQZ96QctEP20pSd9Qa/89opncZQNNIW9OKEt7Zb7H6izw+/q8Z7r+T4gZtVPvfkjONuhC0ZZmnhpYWAhYLD57/cfcrTMzZqzJeWINag9TRatAiTHsIS5Owiy5VbJP15DloZEC6LU1mqxYzpnbMsA7wZ4gYtYWCBozEXCBzpMxiECASFQp5+rz8cZ8nU5DSddocHG49JMnuc9fbRKDw7oFZY5OSoSi7nUioHNBp9drcNjbYRJZQ8fnRKp3NKWqwi7T47W01W1yrYw+rgSnGSlw83GCTR+BpTnRAUT7CDNjq1kFaC0IJKVuIiCAcJaarJuh5v1Hd4bbNOfzB5cSUDMEgsPrNR4gdWz3AtzZ9/Tx0NHNc1r516nLby3JnvUfRselHA7z3JsN6yKE/tIaVCKTFemQ9Ptrg+aYSPZ+YKtNoDer2YG7cmhsKWimo1oNOO2NzY4Nr163juiJJ9SOUun+3qjhxkM+aXKa1TpQljxSBKSZTmp37gA7yyOcNvf/E10iTlo++7w2y1zFfq26SiS8YuYUmBJX0G/T69dMBkfob5wvKzH5qnzDi8NpbMoGWK1gYGqVX3EizuW3ke33ZsLocul+/1Ww+qLlZuLh5rdJxP3d3nF76ySy+KkRpSIfjtN7dwteJn3nMbz/PGlPZvO/ZT3+uGIcf1BiI0OlXPMteCbmTz1fAmOVeyNjvHd+Wyhnwm7RMmbQx7nRm3MNI0SbGkYa4bCeaO7FnkDJaNESWOlenPSRRpar7eu5DhYX1AiCJwDJFQzjOJj26quD1T4NZknqoW/NrOBn5ZkBnKkKn0PAnlOpp2D07kgDlyOI4c97SqVBNGyfB9bL4vpCCb9+j3wLI0vu8xGAy4efMWt27d5uTkmCdPnhAEPq5XxLEzRLFhVrMdyeJimXq9x8F+h/rpHvV6k1qtwvx8mSQ5G967RIg8Dx88QWtYW1tA00WplG434uiow9xcAT8wblynHXJy3GV5pYw7FEqtn/aMUOqa2ZP291o8fnhCqjRT0zmyORPUDPoJh/vtZ8LgwjCl1RowO1fAkt/6Wn1uz+07wZ4HQd8msyyL/f19NjY2mJ+fZ3FxYUxE0O/36ff7lMvlMTVpPm9gZ1NTU9TrdZ6sr7OwsIDrujSbTZIkJp/P4wf+M893eHg4ZlUDI9jqui6u57G0tEQmk2Fzc5PT01MmJibo9Xp0Oh2azeYYcscQ1qW1gSXUajVOTo6o1+uGwU7rcQWoWq2yvr7O9PQ0pVKJ9d02YWpEQisZwc6ThzjLS1QqFR49fszZWR3f97l27Tq+74/JHJrNJk+ePBlTdLfbbfr9PrlcjomJCcIw5MGDB+PK2erqKkEQjGGB5rLPN+636ZYMYXynp6dsbGyQz+dZW1sbz821a9cIgoBP3XvE77z1gMB1mM4YqIDSmtNOl3/++S8zVy4wXymgdUSlmuPJk02qEz657HkwM06EX0qLn9sIrqO/QXb0nUwIwQ8s3maxUOPlww2O+y0ytsuKN0VpUKR1ErGn+nz51WN0VmLJc+jK2MFJNUXfZikDnzwIyQc2vm0RhonJ+jqW6akQ8LXdBrtHfXpNhWMLHHfEMAVxomj3Yz5/74w/8n0TXM1leGHZ5/efNDhoRhQCi/csZXjXQgZQ/JNfPaHXVoaN6+K4DKWDlquC9V7IHyu9wAsrHt1BF7QDSZnDs4COyFPMWkwUXBOQ27YJyi4FVQLfzVLLz3LS3kUKi0p2FlILN+MSJX3q3VNynlnrSRLjez75CYfX6l8njfr4boAlbPpxl63oTUrZOTaeCMrNDI2zPpNTOaamcthDiNziYpH790/ptQOq1Ql6p3sc7LepTGS5t9XG71eRepsoTYY8eOmQMEvjegMEGjVcCd20BbpIRnh4vs1+s8cgTolSa+iUK4y+0bl9Za9IK7T5yGKTWtb0CNkZl++dWGNxcoW//cnfIezlQGr8oMHEXBtpqXHby+ho/+6tr/FXCjWKfg7LslhcqvDowTG9boLnucPR1czOlnj44Iid7R0Wl1YQ0iFVilQxbPyW5xWhpwofApBySJ08bJpPlGbzqMtZJ6Leb/Nrr79MY9AldkJw4Lcf32PprMZ3X/9+7p19kk5cx7dNI3oo+1jK5v2T348Ul7Pa3+ApwvRgOFhWZljFUGhS0qQ/XN/6UhAE4m2P8jOfXPHUE63PBVCfbvP5Vu3p8zw4bPKzX3hMohWOHaOAdtzD1j5x6vDZ3WM+PrzHpysbzwqK6t0eYaqY8i2OO+qZdxal4Pvwvbeuj6vmo5mVwkZgmd4chuQ8mMC2N0jxXQOLPm+3GlXJxduvz4Je11DWp6nGdSSWJXn3WsDmSY6vHvU46hidrSQ1i+vDy1X+3AcXsaTg9KTPYD29fMwhWct43wWcwCbupbTbIcWiN6xGKuonfQZhwsJiYahTJshmHE5I6HY7WFaWmdkZvvylLzM9M0O1VgOtefmVV/me7/kwQZBDiD5amx5XaQkmp4oUizN89StvkSQJxVKWJG2hSYcQ3Sy7202OT+pcv7ZCviAIowFJYrR+cjmPctnA05JYsbPdpFzJUCwZaFy/n3CwP+z5yZrndH6xxMMHx3ROe3TaId1uiO877O4amOtFGByYwHNnu4HjWhSK/phY6bk9tz8o9jwI+jaYlJJms8kbb7yB4zhcu3btUmViMBjw+PE6mUzA8vIyuVyOs7Mz4jjm3e9+F2EY8ejRI958802Wlpbo9Xr0+4OhXsflc430h0bBzczMDJubm+zu7LB29SppkiCkZHJyknw+z97+Pvv7e5iXu+CNN95gYWGBiYmJYd+QHIu02rZNrTbB0dERhUKedrvD1tYWS0tL3Lx5ky9/+cvcu3eP23depB0acbyMazFby9MWXdbX1w1RwcYGYGBwExMTY1HVo6Mjtre3qdVqzM3PI6Vk/fFjNjY2WFtbI5PJMDc3R7fbpV6vs7i4SCaTeeYL/Z0gLKPz7O3tMT8/z/T09Lg/6OHDh+zs7LC4tMQn33qAEJD3z+EAUghquSwHrTafe/CIP/X+mygdUiha5HIuuzvHrK6azL+CS17f+BovZkHH/3znbJsJkHimpyWE4Fp5mmvl6fE9a210I46Pu/zK728QdsHKgpbnED1r+JckSSk7DjXbZFKlFEYLSFuEoaGeVVLQj1MeHXfonRmoi5BDR04wpHMGbUF7kLBx1OGlos/1GYtrM5Vn9DdZ/MkfqPFzv3aESkAMM41DqSWyRcFeqlguQEkJbJHDk0UOTm06YYZyIctsOSDwHOI4wRIC27LQKh2TapxnlSX5oEIUhziWj1QOQTbgrHtIq39KqmLiOByPnVKK9ZMvgpUg4wxC2zi2xLYc4jSiEe2TxmV62zHXbkxQm8iOoXcA+YLH4lKRhw9PaLiz1KoVPv21J3zxcYtGNyZVmqBWwl3uYLr9DdRHAJZQQ1as85XR1m3KfoZ6L6Lbj3Fs6KcXHfxROU2P/37/NMv90ywZR/P+5Qp/7F2LTOR805tTatErNrG44JBrSBFGoDMxjlOjO+D/8Znf43/xoY8TWBZKZMhXKmxuNkkIkI43vE5JpjTB9u4BicgggxJJqghjRcazjaZUqrCHzrKBWAk8xyIf2AZSmygDkbWMCG23H5PEHX77/quc9OpYdh/pmMplrGIeHIXMla/zR1/8s7x28GV22hsIBC/NvJ8pvUB8rOiVe2QzmW+pbHOui+ZjWwohUkSakspnRyrf7JDj5T508McEB8+YtW/dBK5t7kfpGK0VYRrxs198hTjN4dgJgpFukyYRPRw7z26jzeOjE1Ynqs/cD+M45r/73G/w+sFraBJQOXq4TFZsnpwKwsTQiI8sTTWJ0txYziCEOdeospeqkERHOJahm46SNppzMd1+rAgjheUPe4O0Wft6CAgf6QZpQCkT1GhlIHWZjD0ed8+z+P7rBZbLAftpzGlXkfdcpqTN9ak8tmWe/2LJZyLjsT1kzRsHPsqs+SQFx4JbszX6J4ZK+qKgaS7v0jgb0O3EFIrmHWAN4YGNRovl5Rnu3n3A9es3yOVz9Lpdstks3U6X+mkDIRNmZnNEcdvMoJA4doHNvWOUUqyszHNyfEK7LUyvUCFHr2uzvr5FqVRgfrFGFJ2MYXBhmLC2WENaptp6eNghTRUzs3mEGAmltvA8m9pEdjxnvW5EFKZcuzlJpx2y/qiO79sMBglXn4LBJcMAKApTVlZN/2P4PAZ6bn/A7HkQ9G2wMAx59OgRaZqSzWbZ3NwcV3WEEJTLZW7fuc3uzg5vvvkmk5OTnJ2dMTU1heu5uJ7LnTu32dnZ5ejoiDAMsR2bUrn4tnPJYb/NYDBgfn6earVqgqDdXRYXF7GG4qka8IOA1dVVlFKoNOWtt+4ipaDVanFyckImkx1DzEzFwujt9Ho9Hj9ep9czsLx2u838/DxXrlzhwYMHeP4jMtkZ/DBhouCSD1zKCwt0Ox1ef/114jhmamqS1dVVwASB29vbnJ2dMT8/z+TUlNFOEYKFxUUePnjA9s42qyurOI7D6uoqURSNiRhs274UCH0jEcfHjx8zGAxYW1ujUqmMs5m+77O4uMj9+/eJEJx0umSfpuAeBiS2FDw8PCJVi2gdIuSAmdksjx6ecHpi1MYv2ygrLN4h3DnPnD77Z9+a2zRqMK5OZCiVAwaffQRK4w80/cBonwh17pBpDSUhqWZcpoo+O40+Wdce4s019U5EK0pIhg5dlChSrZFaIJQawgHBEoJUKZJUMYhClJa8w40C8KPvXuCTXzhmv6tJhy9Z6YLlCmJb8VIl5cdmstiOy2nd4qTtI+w8i9MBEwUfx3aQUg7pvhVJHNFoNIjiiImJyUsCwVppMnYRx3FBauqdfRq943FGuDdyUhA0e8ecdncJnBzakgzCAZaUSEsgtU0U90i9M4r+BP3eiEnxIkkHVCoZZqYjtg9O+NqRzX989ZQwTpkse7iOxWDg0tkMySwdIi015M0y16KUvrBWQAjFo+MzklQipUZGNq7UdBk57wqtJU+Dr7KuxU++e44fujWDEEZjTGuHv3DrJ/knb/0isZamkDQ8kRSarFAcHJdgDhw34qjd4O//1l3+/Afea6pW0kJbEY/XW+QmpnFsU+WRliRXKrO7vcnkoosfZLEsiyRVRIMY37WIhlVepaDZSxnEKVPFgMCVHDYGzFYDsp5NP0pINez3uuw0jhCyB9qwLGtAiZCUhC89ecRPvvcFfuLWnyNVJosuhWG3fPzoERtP1rl67fq43+ubAXoExkO2LB8w1SDbSoH+U8/X5ZEe9zAO//f0eSwpLmHpnobWveP1jMrvFyDOluUikIBHqmM+/egRg9TAbi+Kmg4xuMS6R5hkaPaf7cU2ex3+s1/5b8jlT8kX1PAujjnpzLKhytyYltw9UON7bA80g0gzUZT84IcrREkPxzKinamKQChcO4tWBlJmy4Ao7TKWaoihO1B4rsSSevzsIEw1UI+yPdpo2ahUIy2BLRmHSqM5qNQscnmb786VkdiAw/HhgFYrQilDqe26Fh+/Ms/rRw/oh5LAG1aApCBONGkqeWkxw0QuQweLs4c9up2QTNYgJ/zAJpN1ODsbkM+7YDFOeHTaPSxLM7+wwBuvv47neTQaDTzP5wMf/ABozc72AbXaNSxrgNIJjp2hfhqxtb3L3Nw0a1cnabYEe7tN1h/VmZp2OD2tMxiE5PNZms0jgozR+jEwuOIlGNzxUWcMgwNoNPq02yGrV6rDwEaQxIb4oFrLUKtlqVYzHOy32do8Y2W1QnCB7TJNFDs7Tfq9+NLPvmX853N7bt8h9jwI+jbY/fv3abVa3L59m2KxyMOHD41o6tLSuAclEwRcvXqVRqPBo0eP6PV63Lp9a+xguZ7L0vISmxubRuzRdt7R2T88PMT3/XE/DBidoIODAxYXF0nSyzABKSW9bhfQrF5Zw3VdWs0mZ2dntNstkiQZVq7Miyufz4/ZtYIgwLIsjo6OWFxcpNVus729ya3bRV5cmcAWKY4lcR0b13VJkgTP87h69RqO49BqtdjcNPe0trZGoVC4ROHt+z5Ly8s8fvSIg4MDZmdnx4QHDx8+ZH/fECVY1sXem8sbt1KKRqMBQJqmXLt2jVwu97bPhGFIkiTs7+2hlSJ9BqxGDz/rOZCqHugISMlkbKamchwetsnlXbJZl5H8oRwJSzx9oHEpSJtq2zMdpMtU2097WiOIx6WqEwauNupr9iIQWhN6AjXymQGno6jOSPJ5j++7OsH/+NVtWoMYF0NQ0IxiUg2OlASuRexGhECiFNKSOBIQJoOPEgQZyWzNeuZ9nHcxwC9/+oB2Q7MQCJISdBJFFGkIBXkl+aGKT9aSSL/GQTPLRDnDZDGD51g4totlGZdIDtdgv9tFaUW1Wh0z/AkhUGlKv9/H8zxs2yZVCY7tYUmbVA0pvIcVWWFBNOijVIrjeEjLIkkTBmGMZUmSOEFKQbHssFQus/nkjEzOoVbLjf0EIYx+0MxsgU73hF/8rS3CBCo5lzTRaAcCz8JOphm0W1il7njalDYBsi0UWgsSbcQ1kSlSKNRAUt8oMb0S0ZQpSlnDbLziovybEIq/8tEbvHuhDDjEqU134NAJbURa5Mdnf4bf2Pl5lJWg0ViASB32TyvogSFecZ0ElUqe1I94vPdFPvau9yKFIqrk2Fg/pmQdMTVdGOuwoAI213vQPWB6+irS8oaByTnUKU41p60QI4GlOWz2EZhm+UYn4qQZESYpSRKz394hTiMCqcfVS2EGCUVMa9Blq16nls8NNdTMMR3HYXllhfv37rK3u8PS0vIFyNY722gOhLCRMoOFwpYR0B8y36Vv+wV94bl81j48gs8+C6J7+XNyXMEZH1twXkmCYfAz0s0xe8Wj0wMcKzbfvxDQCgRoQaIh1SlF3yMMQ7rdDv3+gMnJSSzL4n/7K/+QfOEYpSRR5DCKQGZqp2wfOpDN8YE1i0PTrkI5I8hNWXz4AyUyGZsk7SOQwz4WiSU9RkENSGzLR+mERJkgTClNL0rJRpKML8Yw4PPK5zBIHIptD/MBpLFm1OYphAlkPE/g+wKhzTtJoMnmHU5PBwz6Cbm8hxRwfWGSHzqo81ubp/Sj871TCJivSv5XH30XAL7vUCj4HB/1mF/Mj5NJpbLP3m6bwSAl79qM2A2rEx5K9RFobt68SRwn3L59B8dxePz4EcViCaVhZ/uY1bUyadqn37e5d+8+mUzAlSuzxMkZvm+xvFKh3dSsPz6l3WmzvLKI46Q8fLBPdSJDtx2NYWswgqs1qVSCMQwuDBMO9trUalmyWXf8zB0ddVBKMz1j7kkpTb8XUZvIUpvInvfwKVNF6rRDllfKZIbHeG7P7Q+iPQ+Cvg12cHDAnTt3mJ+fRynFzZs32d7Z4f79+ywsLIzJCUZVoVwuS75QwPcv9/uE4YAoilhaWmJjc4O33jIsb+VyeUgJLOj1esOeHSOgGkWG8jWfz7O5uWngX1Jegm0ABEOaas83GPtiqUyhUCRNk3EQNAqE0lRxfHxMt9sdwtEMtKIfxlxZu06n3eHRwwe8930FCvkcUkCz2WRnZwcAz/NI4ngMfwuCYNyn9DYWN6CQzzM/P8/W1ha+71OtVikUCiwuLrK1tUUmE1yq6ly0NE05PDwcn3ttbY0guEwHGscxBwcHHB4eMjs7SxRFzOyfst7qkvNchDx34ZPUOI8vzRfRyrCOjYLDai1DqzVgf6/N8koZOdSyuMTLdBEOp5/xzUvfH47B0GF4p/fSszD1v/rFh2Br7GHm00PgxholwbGM41+WghdmChSKPh/I5TnpRXzq3hGn/ZgwVaTaVL1Kno3tSNoZgeUI0kiTCIVjW6C1UURH8MKVgNkJd5wVH8H4Ll52q5vylbsNXBtcWyA1VCwLAjMX9a7mzX3FnUVQcZGlmSy1QjBmfZNCXjqm73kEwzV7cTSTJKHTbpPL5caVIdtyKGUmsKVNvXtAlJxnyTv9OsVMFUs4xEmI7+RwXZduJzb9Qr4DWpIPCuTzPpNTOfZ2Wvi+Qz5/WWPK9SS5SoaTZg/XtpG2QxobWIrn2TjSpv54gfnvuscARaIEttAEdoonUiIk3cTGABIFUS+HdyI53s/xwuQp7UKDs1YZpS6vd0vG/OS7prk2OUuzb5PENu3QxpI2hYzNdNnl9vKLLE/N8H/57X/LQPWJE4sk9hAI8v7IYZV0uzk08NrGPtP+b/G+lz6G69rMLxTZ2WpQKLgUSoG5QluxuFziwf0jGvUDZmcXENJBYLL6iVKctXpsHvUNg5cwlQulYizLxRIQODCZd3DLAZ/dPh0H9vrC4hGA0AKlEjrRMVIsYoKDMY0Bvu+zvLzCw0cPh32Ek8MelQsP1tgDf3v1RghDlGDbMVDHlgFK9MfN/qka14HeMQj6Rg7ked+aRiuBLQMsW5KkA1KdjOGRaDFklpRIYXN2avRs0kSRpAndbkIu28aq14hTC9saClkPIV9pYlEp2ET1I17bfDzc00tM6AnO6kfgHZj7SS+6BAJLKhanD9g5nOYw9Ziomggktyr44++ZJB+Mnu+URPVw7SJSjGj9z5NQUljYlk+qIvQwHRQlmm44rAaNGsWG1XGt9RCqpsfB3ijwk8KQyEhxLmgrGBKpaIHWRjsrCBzq9T7ZnIe0BEHg8IeuLLFWKvNG/4y9Zg/Xklwt5HmhWCWwzXVLaZgQ1x/X6XZicnkTBAQZhyCwqdf75PLeeP+t1gIQMf1BH5UqPM/jwYP71Ot13vOe97B6ZZHXX3uT3b0Dpmdq5HI17r71iCiKefHFGyA7BpYuBI7jks9nSNJDyuUSq6vTpKqO7xfZ3WnR6YRcuz4xDlgOD9oorZmeLYyrx4cHHaPtNZkdV/G73Yjjow6Ly2Ucx0AlT0+69HqGNOEcBme+f3bWZ3mlMrzP8/VrWW8XJH9uz+072Z4HQd8Gm5yc5MqVK8MMl8ZxhtTN2eyYWGCUwR4M+rRabW7cuHFhMzJ/tlqG6S1fyHHz5g329/Z5+PAh1UqVhYUFcrkcx8fHxHHMzMzMpZfz0tISb7zxBgcHByzMzxtShgvXKKTEkXIc7Kj0HAoxIh2QUgyrKk1OT0/JZDIEQYDWmky2yPp+n2Ixy7Wbt3j91Zd5cO8tXnrpJVzXHVe3arUaU1NT3H/wANu2mZ6eZm5ubkzg8E5Z1YmJCQaDcBwIZbNZqtUqvV6Pzc1NXNcln89fCgjC0Hy+Xq8zNzfH3t4enueNmeZGpBQbGxsMBgOWl5epVCokScKHj0/Ze+sxB60WpUwGx5L0o5h2OODKRIH3LVdQWo0hMkKAbUtmZgusPz6lXu9RrWXHzvqILevchbp8f9/cvjEkTlzoTWm0u/zbT20ipGSl6vLoOCVOwXNAJRAr89nJSYe5So5M1oiK/uidWa6VMvzevSNePevSCRMm8x5prIjjlLxvoaahs5+QRtBLTI+QbQlurfr8zA9X335vT13naTNhEKUgjR8qYZz1FZjqwVFXsTWw+fHZIvnAxbKcMeXxs3rgnh7DJI6HmleKJEmwbHt8HamKCZM+qbpMg9wa1An8HHPlmzw5+RoShziKx1CjSPXxHJ+Z0jJCQG0iR78fs7fTHAogWufXAgS+jeNIVJoQJw6O45DEMZaVGq0h5ZBvXSM78ep4bkeBrqUVlkpJlc36/gIqdXCCJp6j+PTrFT50/Qy/VKcZekSRhxCawAv5kavv4oXZWxycWSAsMp5kpuJSyLj4rm3EYaXkpcVF/uYPf4x/+NlfodlLwY3IBj3KeQP/qtfLNI49klDx5ROPdmvA9uBr/NQH30O5HNDrhuzvNshkLDzPAaHxA8n8QontrT1yuRzZTJ5+PzSQX2mRCxwquZgoTpgoZgg8x/QPJcoQcrg2tiWxBOTsJlIqEiWxrfPeHA1EqY1rx0wXQOsEIWwQKQyDFCFsSqUiszMzbG/vkM3lyGWz4/6c8fYihjDTIfTs8vPoIIXJslsyA6QkamBIE74FPNvb16iFLW2EsFEqIVWmD63VUQy6feYXSniOTaqi8Z4yeh4s6RLHmq3NU7I5l2zOxbZ9VnoztM92mKycclSvEScOcthXpjU4TsJHp/OkqsncQplCoYrtZPja7su8/NbXcZyINH0WdbnAcyJmJ475mRc/ShRr6MGf/+758/69cTAJT1Ojj38uBJZwsC2fOO2Nvz+IUqJYEnj2+X6ouEwWMXwOpDSQQssSF4hvDIA0VZI4sQhjl/4goBCkVGoZ9ndbRGFKNucShoaW3xrAn759nULRBzSddsjGkzN63Zh8wZAh+IFFLu9SP+2P90PbNomt3Z024SAlyIzGy8BTlxYXuHv3Ab/925+kUqlw585tPN+jcdZkeWWZw6Mj3njjEdlslsPDY65cWaVU9gmjE0bPvBRZNjYOSJKEtbWrSGmq2pVqhiDjsLXZYHPjjDRV2I7F6UmPpeXSGAbXboWc1XssrZxrmKWpZm+nRaHgUyqaRGqnHY4FdTOZ80pPtxOxt9NibqFIvnA5ALJtnyQ6Z1t9bs/tD4I9D4K+DWbbNv3+AM9zR3k+hJBMTExSq9XGAZApYR+bQGeo/QPmZZimKd1Ol3LFUGW7rsvC4gKlUonNzU3efPNNFhcX2d/fJ5vLUS6XDeX08BhTU1NsbW2xtbXF1NSUCQTU+Uv9/E/GL/vzPw0EI4pC6vUzTk5OxoFIqVQi1RY7dcV+O+SoF3N9rsja2hoP7t/n/v375PN5Dvb3cV2X5eVlWq3WmIp7YmJi2HM0Yu4ZVmhGF8Oo10UwOztDr9dl48kTrl2/juM4zM7OMhgM2NraYm1tDc8zTaztdpvNzU2azSau61IoFNjb2xsfCwys7eDgAK01V69eHUPkXNflwy/cptcf8NXTJofdAR2tcG2LD68t8Mffu0TGSdHElyo0QgiyWZeJyRyHBx2yWddgq4dzePGe4jTl5z53j1ce7lF50uJPfHSO23PnDa1gMqcnzRDXlkyU3iEjdyE2Gt3Xv/rdV+kOBFkvJXJT3r1g8fBI0Y9MVnWqYD73gy/OUSj6WNZ5VcxP4fuuTNDdFLx10MaxJDoF29ZM52xyQcKxC72WJiskcxWXj707x0fv5HGcb9wLBJANJLYlOUssPEsRDHH/5lbMfwOtOfLmKWYzSCmx5FOMXN+oLIZhYrRdi5iUQdTDsixc1yWM+5x0dumFb1dBL2Wn8J0s16c/SrN3xGl3C4XGdmxQCToRrE6+j5xXQRNjWTAzYwLevd2m0e644FPWSi6zEwFP9jp4aUwqXSzbEE4whKa8MH2VDd3jLHmMEIamWinLTKmQ1M9qSOXgSk07KjJ//YzDxxm+cK+M72hmKhF5K2JqIsNf/OE/SeA4COHg2Ba2ZeG5Fp5jgotR4/moCvHizC1+/E6Tf//mfyATdBBCkySGeerJG1V6vXOv9Gstn1e3Gjypv87f/JE7TM8U6HVP2d9tsbBUNutHKMpll0474MH9h9i2QyaT49o185y6rsJ1XMIkJR84jKjjtdbYtjRZ/uEqmLShkutw2iqgtMCWKRpBnBo5gIXqGTpM0ESYvqgI04QvEDgI6TE9PU2r1WJvd5e1tbVLQsgjEoxL1cML1ST0qD8LtLYAG6XO90UuBLvvRD0thkGAlDaWdJHCvHqVjNGJ6eXxXI+Tgy5xnOL7Npb0SMOUQZSSyTjYtoGaSWEopksln4lJs0f9kfJLvPmZtyiV6nhOSqNToNv3EEKRz7W5Vivxwx9cxbZtLMtnq37CP/3Kz5OKOovJNKaf7x0eVqFRSpJxLQJbkPZG9/SsJNWzk1YmsJTYMhgGdybpECWaQazwXWUCKLPYLx97GB1ZApLReCKJU4c0tWj3XHoDj0FsVJg9V5MXKbm8SxDY7O22CDIO7WaItAS5rMtZvT8Mggz8zfVs2u2QXN5UtqQQlMs+W5tN+v2EXM5BKYiilH4/5uSky/zC+R6sdIxGMTExwQ//8A8RhhFRHLG9tU2hkOf2nZvMzc3y+PET6vU6Ukra7TanJy6FYhnHUUgpOD4asL9/yOLiPKWyQ5x0x4G659m4jkVPwMFBm0EvoTaRHd9HHCv2dluUyhkKwwDG0GR36fdjU0GSgsZZn92dJqVyYGBww4RZmhpoXaHkU61eRmHYtk8UBrz11uvPXiPP7bl9h9rzIOjbYEop3nzzDebn5ylXquOslml4PZ+Sfr/P4eEhyyvLWLZ1oY9C0ev3UEqRzZ47ylJICkNx1MPDIx4/ekT97Ixr165h2/YlBjrLslhaWuL111/n8PCQubm5cWWKoVMAjB2TURCUporBYMDZ2RnNZhMh5Fi0tVgqoYTLzmnMUTdGCfBdSdaVVKuLDPp9njx5AkCcJExOTnJ8fIwQ8MILd9jb22dvd5eVVUN4cNGxFUNnY/yKFUZDaWVlhXv37rGzs8PS0tJYV+nNN99kc3OTlZUVms0mGxsbFAoFbt++zfb2Nnt7e2+bFyHEWIPoIrnCKBibz2eYcC3KC0tYnsdELqCc1aSqR5p2x8e5WKORUlCrZWk2BhwedFhaNkEr4txh+sxbR/zf/s0DBr0hPfFWj6+8ecTqUoa/9+dfQArBb331iE+/ckKzGyOFYG0uyx/9yBw3lwpPQerOA8WRNZpdwKi0189izmTMwryHK0yvwH7LzLVv2RTy5xjyKErpdCJmZvO8mBR566BlyBBSZRxVS1DwJYPY4vtvZ/iffaR2Ycwuw/jGqJ+nbKJkc2MpR/31hMOBouRqfMtUhHqxJkaw42T5kzdvYNvWBdjMEPb39kNeMo0mTgectHcYxF0Ct4CbeLiui2XZKHW5v8N3ckADV2SIowTHCvjw1T/D5snrnHTXSXVMwZ9E9IoMThXxhMB2JEIoPN9mfrHExnqd02x3yMpknHlLCn7o/dP8019bpx8l+FogfYdUpxyc9pmqBHz0xQl+LPdD/N3/+NsMxDaOHSOAOHE4OavSbJQpe4qsrTgJLepRGWs+YcVuI0KLTGDzZ7/vw9yeX8R3PSzLQwh3uL/IIYxIjjPuJgg/3xN+4Pr7+Y1XD3i4vo8lU2wcmAcVg7AZVzmVgmQAv/PlE/7CR/s4lsVWnLC9ecqVbsiHbk3hWNI0tOtkSMpSZmFhEdd1EELiCMhbkpx2xsGOvhCWna9nyCZFbk0/5oEdU2+ViFJTNfCdiKnKKS8VPRzhoHSIIEarEKVjhLBAeEgpcJyAubl5Hj58QKPZpFwqc957dx4Evd2pVygdEQ8JM+Kkg6JPopLzyvgI4Pq2ig/D+RdIYePYmXHwc14ltM11AtmMjxBduh0Dtzw87HB8aIKiqekcs3MG8uQ4FsWST/20T7WaxbIlWc/jp1/8Qf7VK79JkGmTybbMHCtJzVvmr3z4D+NYZub/9i/9RxpsUSo2iGMHx03oNnMUCo1hNejCvsuQOTAufaPCsxkpnaJUjLSe4VaMoGtPwX+Vhn6kyPkaZ7jGRlUvnZo9X2ACNK01tmuhtUWsbfqhw+FZkUFsU8wOmMp3cJ0Y1xbYwkIKi5m5LEeHfcJBQm0qS7HoE0UJUWgIL8DQVedyLq1WyGSaGweDQcYhm3U4Pe4RDlzO6gYeOjGRo9kYMDk5qh4rtEro9Vo8fPiQVCkaZw1c12FxcZH3v/999MMWc3PzbG3tkKYplXKZZrPF8fExnudSLpcolYpsbu6QzWRYXp4iSRuX1uNZvU+rFbJ2zeyz21sNer2IdiukUPQ4Oe6SpIrpGSMGbt7VMXu7LcqVgChOODvrcXjQZnIqy9R0fgyXAzg9Maxzy6sGuj0y2zIB0BuvP6bTOX/PPbfn9gfBngdB3wZbW1uj2+2yublJo9FgYXEJdyjtPNqQlFJsbm4OYV4VxpgAbdyFdquF7/s4jsl+jZs8MaKgi4uLdLtdWu02U1NT5y/40fG1Zmp6ms3NzXE1aJyxG36laUqaJsSxcWQGgwHdbpdut4vneUxOTpLNZul0Oriej8Jl8zDidJCgBUwWPK5M5SjnHCzLYmVlhf39fVqtJpZlE4Yh1WqVxcVFPM/DdT0ePHjA/v4B8/Nzl6o0GtPPc1qvk8saljqEIAgMjfiDBw/wfX+oXXQy1jnq9wdD0dZpZmZmhplQi4cPH47H+WLgMKocwXkAWK/XWV9fJ5/PUywW6dZPuHnzJkHgkaoOb8t+DudodEzHkczNF3j08JTNjTMmpnLjzPJ+o89/84v3iQYaaYE0BGdoBY+f9Pg//NI9rpSyfO61U2xbkvUtlNK8vt5i46DHX/2JK9xZKb7t/OaPoZMmUkz2WiOHdNbb+waCkypNmhqIQybr4nr2GIffbocIAUHG5t0LJb6yWefBUQdLQ96xicOUTphSyth8/HZxPGYX1+PbruuCI2XiWsFPff8sDzb67NVjThM9zPwab6hUdfmjH7jKB1bnLwVA5+d66hQXoEyGharLaWePfmQU2PtRC1cG+F6AbTlMFOY5am4RpyGlzCS+XWCfBp7n4djOeP1dmXovC9ELeL6PEIIkHnD37ltsb9VZWq6w32py0hmQcS0mpnLsbDfxfYdszh1W/uB7X5qg0Yn5xOd3aXZC6MdYlqCcdahOp/zFn/0CqZaAT9afRwmB5ylE7NFLLbK2puAYeNSUn9JPoBFbdMkjshb/xR/9EAuVaWwrwLI8pHSRY3jSZaKNS9pZwz8dS/K//yMf43/3S7/MYSckHgwddcsgzEYmpXFe077mr/+rrzNZCeiGRsT187tn/PajI376vYvItmHnunFrmnK5gmObjLnQ9ng9XJzSZ/nYQggedBTvyy+iJzZoV+r0QwP5y3oRs1aeWjxNseyjdB+hBakK0TpGINFyCAkTgkw2QzaX4+jwkGw2hxTi0vN/MQgyf6ZoEaJUn0SZ9ROrLpCM1/mzwvBzmm1xoeKWkqoIaV1mrjQQN8f0+lgO+YJPszGgUs2QybgsLbv0+zFn9R7JpMb1zPHL1Qxnj+r0euc9K9enpvkrL/4xfvfBXUJ/gEVA0PL5yOqL5P0CYdTkb/3Sr7PVsFldapOmFlpLHkdt5pjmLOniuhFJYqOVRFoplpXSH2T4+PUrb79bMQrxx6uKZAjt0xf+DyCFBUgS1TNVoNE2oSFMoBdqcmKU2JAoJVHaUFemGpSyiBJDSBIrG6VdzjoBYWwzVepQyAzwvAgpFGKocCWATMZicamI1iYI6/cSTo67xJEiCg0EPIpS2q2Qfi8mHMQEGQctTEWyWsvw6EGdfj9hZrZApRIgLcmjByfU6z1GLpRG4Thmb3ZsZ/jutEiSlCRRJJHF40ePSZIEKSUrKyvmXXV6xOHhEacndXa299Fo5udmDXGLPu/TGQwSdneaTE3nyOVMP9La1RoH+22erNcplnwODzrkCx6HBx2SJCVNNL1eRKcTopSi1eyTpmaN1yY9LHvkDwiazQG7O03m5kt43rlbKKVDHJkA6OysydqV5Wc8pc/tuX3n2vMg6NtgjuMwPTNLNpfnyZN1Hj18yJUrq8MGfdOfcnJyQqvV5vbtW1jWuS4CQBIntFptpqanjbP4jL6INE05OTmhXC6Tz+fflunUSuG6LouLi7zxxpscHBxQrdVot1rjgKff79Hr9VFKjasjQSbD0vIymUwGKS067RZCSLAyPDmKOQtNAFTKOFyfzVPIuGP4zYiqG4zzMTc7x+qV1XHlIZfLsbi4xMbGE3zfo1arje8pDEO2t7dptVqsXrmCUZ8wViqVWFxcNNTfe3s0Gw0sy8JxHI6Pj1hbW2NhYWFMlFAoFJibm2Nra4uzszMmJyefOU9JkrC3t8f+wQEz09PMzs6itebBgwdsbGxwZW0FywL91AQM2woYteUIIcjnPdauVtnZbvLg7pFxIhPFv/70vgmAbBiRzwlpvlQMrz9ocpDpkQscsr7DKOGc8SwOz0J++bO73FousHnYY/uoh2NLbi8VKAypXf/hr3+JUClynqIdCvL+ZU2YXiip5k01wLaNGrtlCdJU02gMyBc8bFtia81f+MASv/T729w9adOPU2wJd+Z8fuTFIrMlAxcZ3fOzQDLPcnKVFixMOfzdv/QRfvXz23zqa/cJlcb3He5cn+LP/cAL3JmbxZI2oMdr5dKxnyJBuHhWjWL7sM1nX9nh/lYLKQUvrO7z8ffc5tbqEr6TpZybRqmErFui0WgCXAgeGI6NTZqmxHGE63o4rs/K6iqf/9or/OLdbXZaPcIkwZaS6aLPh2eLuJtnXLlaM/1BGKf4Jz4yy4duV/nM14/Y2etSnZzm1x9/jYN9F2FZ4zuIBinJSYZets///Ls6bHctvn6aoRFJXEujtOnlmgxSNjsOJIr/7Fc+zVwF/vuf/qsIcdHZHo3+Uz0cw0WgLvx9Ipfh7/3Uj/Nzv/XP+PTDwnBBPlWdAdPDlUCjleAHMVMFExx2eyE7pz3+8acf8pffv8yNq1Vcz0HriDQ1z77pr7HGBxvmXt5mo8t/o9lnRWT4WP4665xRD/rYSOatAhVd4JePYpY6LXKeh6nuJOMsv1DaVMCEBgIq5TJbW1tjkoxmv88n7z6iF0VcnazxnoUZhJRoHaF0H0WfNO2TjvtYYoQEOXT/R8QccB70jAZNjmGbo96VFE2CwLl0j7bljWtglUqG+w+OubvXxPdsFsoZPM/i9KRLpxtS8QxEMQgcMhmH09Mu2Zw7ntti3ud2foHl1Qq16hyvfH2dx+ubbA0qJOlDjroCx0mQUhHH5jpCrZjIN4ia85y5R/h+H2EZOGarVeKjC+/h1swkUdrlIj2fCYouT1yqBqTqWTTcZsSUTs/3HyHQWpAkkkZPkiYOQjoMIo8wslB6lPQTKCTdgUsapbiuwrJtUgVT5Q6lXA/HTrGkwrAjai4zaAhUKqif9jk86BAENkmi2NxsUC4HuK5FqeyDgEZjQCY7qp5CoeBTqWawLMHkVG5Miz01nWd7q4FtFYbrQuO6DsVSgcnJSSqVMqendfb29vgX/+LnuHbtGlJa3Lh+g739PR6vr1OrlZmYyDM9XeXxox3u3b9PNpPl8OiY+OWYa9cWyeY8wqjNzlaDIHCYmMyN15jjSOYXCmSzNicnXQpFF9sSxHGEbQs8X1IoBcw7GWwHEIowStl83KfXG+C4kCSK0+OQg/02ExM5qrXM+YwJG0mBN+8+odlskc0GnJwcP2Nun9tz+86150HQt8FGL/xsNsu1a9fY3NjgwYMHXL9+nSAI6PV6bG9vMzc3SzZnmngvOi7dbg8pJcGILe5C8n2ES280zuh0Oty6dcvodCTJ5SAIU1mZmppie3ubu3fvksvlkJaFFBLLtvD8DJP5Co5rKIKFZZGkgn6iaTY0JB36vQ7Sq9BsR3QTk6WeLHisTecoZJxh/4ZgY2ODt956C6XSMT7/tH7K0rKBsI0gZ9VqhV6vOyY8yOfzdDod1tfXEUKwdvXqmPAAzrO3rusSxwm+73Pnzh2y2SyO47C3t0ej0WAwGJjq0XB8arUaW1tbbG9vk8lkLsEKR9bpdGg2m6ytrVEulw0FMIZU4t69exwdHjE1U/xmKJHxOQsFnxs3XfqDhG4nYn+vyf0d048y8qUuuhRCGuKCdqLIuSZjaVmmMVgIQSnnsHHQ5f/4c3fZPuoRxgoB5DM2P/Rd03zwdoHXXo9oDTJ8940Ov38/oNUTOPaoD0mScRSTMybNv77XptOOyBdM4BoOUqanc6MbwJOS75kp8sN3KuArAjehkjOR2xhi9U7RzlOmNSgESWqDztE+OmFG7fE9k20s22V6IsuHP3STa8urJEk6Xh/PCoD0U/9Oh1TYSZJwd+uU/+4T92l0+riORCD5na8e8vKDNn/jT7u8sDpD1i0SRoYOfbRGnnUOx3Xp9XrYtsKyLJTl8Tt7dbZOG5RzLhN5nyhN2Tnr8avdkB9ZqhHsNllaKp8HuEIwWfb4ie9bZGe7xd/6tS/SDwOkI1DpeThddfPoSsTGTsCXG2f8ucWYhWzC108DjgY2vqW5kg95o9MDaggrIU1tdk4Uf/NXfpb/60/9lfE+c5FyWT09fqP7uwCVLeWKfOTqErtH++cfgrcFtuaG4LQ3INEpc4UsEknBtegpzW6S8qJnY/p0QpPZVgItJFL6GErl0bg8e50IIYjThH+5lfLjMx63i5Nct00l6jTS/JuDmNc7Ma4UKBUOYZjDarbSINJxECSlIJfP4vk+u7u7fHr/hN+5/4RoSAojhWAil+E//8MfYLUWkOoeSvdIdB9FDJhATwox7qMYVdlGfzdOshgG0dJUeYRECgshrEuVEzMVQ4bD4dx8fvOE37i7x+ANjWULShmX77s2yVrGo9kYUCoFQ2IAw2C2t9uk3zewydPTHqcnXRxH4rkWn71/n3/6xmcpF+o4/Zj2yQS9qIzjhDCGmJnr2Yl75HMR77Hy7LSrNCOBDHN87/IKH1ybGl9zqHpvu+/ROnjbwuLie2vUjyqGfVWglEOausRJQKp8TnBwbAi8FNdSuI4azqdgEFtIqSkU+pTyIUJaSKEJvNgEQGK0fkeBWQx6qLqlUw72+5ye9JmZzVOuBPS6MWF4xsxcnkzGUIJ7ns3RYYeJySyOYyEESGkxMZlle6vJoB+TyZo+oELRJIfQjNec7Vjkslm+8Pkv4Hk+8wvzQ7REZtgvaxKS2WyWV197lZ3dA5aX52g12zzZ2KBaKfHSS7c4PDphfX2Tr33tLW7cuEJtokSh2KdQtC+xuJl5UJSrLqWKYwL/IU2+0ppUJSRpSpykDNKUKDbabcJJODnukcSK48MYpWBuoUi1mhkHfyCwrSKPHh1yelrn5s01qjWHnZ3tZz+oz+25fYfa8yDo22CmodZUZkZaFvt7e8SxaZB9/PgxmUzmHKI2/j1TwWm1WmQymcsikKOXzhBScHBwiG3bVKs10guQjxGja5qaTKltO6yuXuHll79OoVBgeWWVRiem0UlMsDNQxB1NnJosphKmJ0ClCQwa4GXQcQrCaKJUci5XZ/KUsg6ObZMkCevr6zx48IA0TVlZWeXGjRvs7e3x5ptv8uDBA27fvj1maJNSMjc3RxiGbGxsMDExwf7+PplMhqWlpTEcaWRKKQ4PD9jb22N2dob5+flLVOILCwv0+33W19e5evXqWJBWDKtCnuexubnB1avXcF33kpNdLBbPKZUvQAUHgwFxHLOzs4vlJFQql6nLv5EJIfB9B8+z8TyLVI/Ug76RmabZNFUkiQkG7KE4Zb0V0Ruk1Iou5ZyD0tDqxvybz+3y+vYDWn2LnA/rxz4fut1n78hm+9SI3a5NhbillMPYVNx+c/eMn7g1hdWN6XQio+XRi4c9FRbdbgxCM1lx8Xw1dGuGFLbich/SNzI9zO4mqaTVzdDp+swuBKysTtOoR3Q7PTzPY2lp8bwh/Rlj9KwAqNlssLmxwWAQkmr4B79xj1YvZqZWwHFclFKctJtsH9f5+7/wu/w//9OfMH0Wtv22vrnxcS/M3UjbyrIsfu/RBoedPrVcgEpT0ALftnHzkqNWyP3ugMmGw3Gmy+TkeaOxEALbgt94vG2ET22BVpfrifuRwhchc5MBX/5imYdPzvjBFwTfM9snVnCvCb+7a6GoIaRCSo0mQSubewdtUqWGUKwLyYJ3mI+ng2+tNe++88f55P1/dnkALn4mBWmDHSjQktYgIkpiZjI58jmPqBvx4LDFD78wOzxmCmqAQiKk6esQwuOdOC1GjfcgoB/RSy1+YbdL5dhmwrWIlWarHxMpC8+OmcoG4/4erS7cq9YoHYKUCG0P95dZ/vlnv8Qnn+yhAXdYqU6V5rDd4b/69c/x93/qfeT8FEUfIZJxEGtLyxBeXICCjapuUtgG9iUMjbUYf0ZcuBbTh5QmCiGHz/Hwx594ZYf/8NqeYUxLUrSAejdir9HnB69N8mIhQxQlhp4dyBc8nCOLB/eODQzatZiZLVAqBXx9a5+ff/1TTE+YXialhwGa1vT6AWHk4rnhsBpkLqCtEt7kBJnTnNy7Qqvu8OjJLqfthD/y4Tls6ROLp6o8lwouI7a9UcXRfGAIykVrM++psogjnzgNUKmNtBSOM8B1GhQzilJW4Dqjqpo5QZxIotgmTSKygcZ1AG0COSHUeBGPTq+0wug5WWilGPQj8gWPcsVHCggCC9e1aDZCgsDsh7mcy+G+ptnoU6lmx5W9XN7DD0y1ZT4w1PyjytDRAUShwrI0QiQorajVaty6dZs4iTk5Psb3PSYnjexFGIZMTU9T2dkx77faBPfuP0IIuH5jBawzpmc9isWb3Lu3wRtv3GN+bpa1q4to0SJNw/HYCqHQpCgdG1izSojTlCRNiFNFnBg6+mT0XAzHxs0KDg9Cel1NrZalVsvjepdhmo6dY3+/xdbWLvMLs8zM5khVi2z2OTvcc/uDZd9cOe65/f/cUqWGTGzmT0taLCwuopTiwZAqenV1FcexufAeAA1RFNPr9SgUCs88tkAQxymnpycUi0WCwB9neS/2BI2ypUmSUKvVxr00lu1y1IUnZyH77Yj6IKGdpAy0ItKmX6OYtSi7IZVSjmw2R+BLyjmHtakst+YLlLIOtmUxGAx44403uHv3LgBXr17l+vXr2LbN4uIii4uL7OzssLW1dekeRj9XSnH//n0qlQpXrlzBvxgAaU0UhgYCt7vH3Ny8CZI87xKu33EclpeXCcOQnd1d0pEw7PAzCwsLdDpdjo/fXuaXUo6Z6gQGHre9vc2TJ0+Ynp5menqa3Z0jut3+2373nU2M/5/JusxNjbLAb/+UViBssLXEcSR+YOP7hiUqSRRHZwPiRFPK2gSu8cykEJTzLpYUhANDWW1JGPQcXnmcJfbg2vU+V66GbHdswtAdwoigE8b8zpNTFpdLrK5VmJzKcVbvs7XZZG+3Tf20T77g4LoCTQIXwTDv5GE/ZeO8sIYodjhtZgmjNoncI1MISZKIs7MzGs3GEJb0jQ980X/u9bo8eviQXC7PnTt3CN0KvRgq+YB+v8+To0Pe3NvnoNWjlyTc3TnlL/7j/4Fmv4Prut+SkKZt22P69pe395BSkgkyWNJiMEhQ2jiDGc/i8UmXylTOCA92ost9OELyuTcPTCO6OEcZnd+XICSLn7dZudklq4t8+ut5/tXv5/gfH2o+tVtCiRzSSpFDTRgjVqpIE5f/4Ys/f6mC/I4BkBBvi0JGz9h/+mM/Y35XQZow7lVTiRl3tzisiAwrCpGOSKQRkdVCjyun5vyaKI5oNht0ui3SdGCgZRcgo1LK8ZcRojSioOmRxJIxGpt6pHjQDXnSj4mVhZQKqykYhKkJgp5+kIARuYHSAzQhXuDw+/un4wDInN9Qu7uWpD2I+JVXHqPpgUgRUozvxbJsbMvFsXxcO4tn5/CcPJ6dx7EyWNLDEobtDm2qe71exFm9x/5em40nZzy4d8KD+yc8fnhKqzlAazjthHzy7iGdMKGfpCTKrAKtoTNI+PV7hzTCiPrZEd3eMWka4jiSpeUyc/NFVteqXLteo1rL4LgW/+iLXyOfa5MkNlHskqYWqVJYtkl+HZ1OorXEcWKkTBFCYdsxlp3SPSsi4yylvMSx4XOvHnNY7xCr3hBmOF6kF/o2z+nGtZYobaG0Tapc4jhLGBbo9at0OjW6vRpRmsO2E4JMk1z2mIx/hmP3SVRIoiIsmWBbCc7wK3AT8pkBuSDGdxW2pbCsFCnV6KSY1IoGMYL8Dr8nTeWm349JEhMwSUtQrvg0z/oksQKtcRyLUiXg6KhLFJnq86iPslrN0GwMGAyS8X0WCib5dVbvmedMpLiuw/Xr16nX64RhyIsvvkCxVKRYLJKm6TjRt7qyQhiGfPWrX+X09JSra2vkCz5xPCCKWnhBnxdfusLCwhzbu/u8+uojBj0Px86Z3WF4f0qndMM+9U6bk3aH006XendAqx/RixOi1FSF9IU5cwKBtGF6JsvMXBbPty5tAVI69PsWjx9vUSoVubI2g1IdtFZE8duTRM/tuX0n2/NK0LfBRpo75xAUzenJGXt7e1QrFRYWFgxRwjOs1zMUv6MG/suOlXFKmmdndLtdFhcXTRN3ooy7OsxEAkPmJogScByX+YVFXnn56+zubDI/tUKzH44V3gXGQcj6NsWMg5X0SCOPcnWCREGiNL5jkfFMud6yLOqnp9y7d2+sH3T16lUWFhYQw2ZkIQRra2t0Oh0ePnxINptlYqJm+kqkHIocLrO1tYXnuuNgBEwQ2e122dzYIEkSrly5QqlUuuTEXhyXTCbD8soyT9afkAmCSz1AI3rub2aDMGRzY4NWq8XKygqVSgWlEgaDHjvbJywtF0EqjtoDhBCmR8K63DZ8yYawmp/5Q9P8nfU9khDTJiFGa8T8OTUXke2XOGlGTJSMoy4tCy0Eg1jjWGALGAwSLMtklqUU5AILJQw8zowpSCTNk4DmCaQKwoFAT/fH0J5C4LDX7LPV6LM6VBt/czfmkw/2GIQJ1zI5PrY4iRAahTrP4l8M1L+BaYyzr7QkTi0arQxxBFPVFo5tYWmferfDve4AqSx2vvYa333tCrPFwjc9vFKKvd1dUzFcXsayLFp9w6SXzWbYODmiHZ5rAQlpqhkHTc1f/4Vf5uf+8l/Ec85JMUbO3bOEL0frME5SLCEQQuIHPr1ejyhK8Vxr2HSvKZYDVJiytdlgfiHH//0Lr7LbaA+DJo1wxHkl7Sn/XSPYTyFIMvz1n5xjshSwPDHLn/jvP4mQCdJS7wgj++qjr3PVex8fec81c90X5uBZ9qx7HdFIBxVJdKpG0jtI2wRATl5jApXzPpHdVgfbctAabs0Wx2ftdiK2txpEUQpIpqenmF9YwJVDmJg4h/lcrCaANp85ULgzIbF2UNoa7kkxVlvjdH2UNI7v6FcvjovRrlEIESNEzP39Op0wwrHkWOvMOLvDakkKb+w2gYkxnE1jASmOlcW2zx/UZ2riDK9bKc3RYZfTk+64euv7DpVqgOtZnNX7HBx0yGRd3tprcdaLiJIUx7LQwvS3GD0xTS9K+MLeA3KZBo2OxLJcivkFpLvGP/7SE97aaxIrjWsJvmulSqHQAMyzZq5LkCkeoKTNYWzTahfY1oKJyjG+FyJQJKlN/bREtDGNJY2jnPGh3op55dEhH3lX7m39j+bYZvL1UKg0TR2SxCVJPZL0wnzZEY47wLYiLOs8+AIzd0JoUm1IEnwHAs8aFuAFArOXJShGAdeIWEWI0T9Gy1ACFgLbwP2EIF/wOTrs0+1EOGUTvBQKHifHfVqtAZVKAEKMg53joy6zc/nxOsrlXBxHUj/tMTdXACGwhlz+JyddqhNZXCcll80Sx6ZvNJfLUsgXeO2115ifNz2pI829yckJarUau7u7TE1OsrS8xCBsIISD1iFJMsCyUtauTZHNBjx6tMkrrzzgxo1VqrUicdJC6RhQRElKexCNoa0Xn+lnmbTA9UyydLRmL/U/Wnnur++g0pS1tQWk7BlRcA3hIHnmMZ/bc/tOtedB0LfZ0jTl6OiIk5MT5ufnmZ6exrKsyxvY8CWjdEqz2TQ9MVKSKj3O9IthwCKF5ODgANu2qdVqQ0IENYRhKHrDTWz7qE8vhm6UYtkWL61OUq1NsLmxyQdn53nXchlbjnqMGOqzQDgYcHraY2JiAs8b0tsOHUNrmLnf2d7m/v37dLtdarUaN2/epFwuM6KiHQVCruty69YtvvrVr3Lv3j18/13kcjmUUrzxxusIYGKixmAQEkWmQjAzM2Mggc0mmUyGubk5stns2IkbHdtclhlDKSWlYomFhXlOT+v4vj8OMvf29lhaWhoz6D1tWmtarRZPnjxBCMn169fHPUlSwvz8FPfuN/nEV5/wylGLetcwqk3mfT5+e4YPrlSfapgeOmhD6Mb7ltb4/o8+4jO/FxD3z7Op0oLi1IAffH/Amr/EP//NLQ7OQiwhUBgCgsmyR6efEASOYSBK1JB9SNBLBjR6inwA7YGgEFwmROgMBMUAul6Ml5qT2kIQp4pmP6I1cPm7v/U16lFn7J3f7Z7wmd855O98/DqlnLmGC33h5z1Bz7CRo6Qw+i7tToZmO6CYa5LPpeR8j9/4yia/8FVDjOB5Bnb2m2895AdvX+en3vfSpTm5GIwARFFIs9lkZWV17LxnfZtUp/SjPp1hAHRxDAyEU3PWh3/5+U/xl77/h5998e9g16cneHh4PMzuWvi+T7/Xw5KSXpSyXM2S922CuQL/r9/6Gl/9yglx4qC1qSQJK4HUOOCWM6QEvmBiKCD7v/zYEu+9UkMIB1tmsJ2EWDkYUumnnXCJZUdIt8c/+/f/kWuLs0xNnDdTX+wTuni2i1C9p2nWf+Vv/if87Be+zL/58htmzAKFkClCSFQiTQR3ARq5edri9myV969U0VpzVje6JLm8y8qVCoN+ytbmMUHgMzXlYA2FSMfXpfUIfWrmsZRytOmQ2bMIsgnKVYhUIDoOrb5gdkaTcc7hPBeFgoFxckSIFCFjYh0y7qkYEhio9Py8YBItCIFjBVjSxnQN9ZDSfkfn8mmLopT6qRFJLpcDbEde2gts22JjvU6vGxMlijBOh/M5hHKN4F1otJZsNDT7/S6qC66UPDxq8S9ePiPRpmIG0Feazz44Ym05Hvf7DGcY27GRKqGQ6dHpB7Q7edqdHJ4bIoXGlZpCu0IqNEmssADLNscYRJcTRRfazNBajoOfQZglHupLWXaE6w6wrRBLJghxoXKDCXpAve24g1jT7oNtSVzbzNFoiaUX+uYuVnvM72rSFI4PEyNsWrWH42nhupJ83uPsbECx5BuIr2tRKBjNoFLJ6KM5jmRmNs/WZpN83iVfMO8JyxKUqwFHB11qtSyeb5+vIWGqQUGQGVaJLXK5LKendT75yU9y89ZNAj9ADasyJjGlSZNkvNbSJESpHuNMA6BUQhzVmZnNk8vf4u5bj3j99fssLc2xuFRFSIVKItKhoPmznudnmhBYnqbXNbpaFz9qWS7tdsrR0TEL83MUSxZR3Bk/i71e9M7HfW7P7TvQngdB30aL45itrS3iOGZtbY1SqWQarrXh0hnhnI0wH4SDiEE4oFaboBcqWr0YSwpyvo3vGh2YKIo4OjqiVCoRBAFpmpIoRaeXcHgWcdaL8IGjbmwwykoR9RP2zvrMzK9QP/0qO1sb3LhxwzgCFyyJY5qNM0rFIkEQjL0Uo29kEccxDx48YHNzE6UUi4uLY7KHUfBz0clSSpHP57lx4wavv/469+/f56WXXkIIQavV5s6dO3iuy91797BtQ6ktpaR+eoqQkl6vR7/XI5PNUi6V2N7eZn7IAud5HlEUcXBwQBRFtNtter0eV69e5dGjR2PHaHV1lVqt9sxMeJqmHB8fs729TbFYHFN5X3zBBBmfNzp9fuOtPRxHkvMdelHK4+MO/+xzjxnEKd9/Y+rSi3vEqqS1gRn90MJtog99kc0Dm047wLIUs3MNIMcXH1SZf4/iv/iz1/niW3U2D3v4ns27r5ZQCv7xrz4mVQbK4TgSlWqSVNHtR2R9i/mFHo8fZ2h0Bd4Qzh3GELgwMd8nlDOoxNx3qxsjFFgp/J3f/CqNpAMIhJKmkiigkfT4u795j3/wky8MHWHDwKbRiGEGXo+dt/O/Ky1JlaQ/8Gi0MnT7HlmvS7UUYluKzdM2n7h7QKw0nkrxVEoh8NHAr776JtPFAh+9tjoedzV88RvGtpi9/T1s2yY/hIlGyYClWUE2kOyetBj6tONrUglYDrgZSLXg959s8Ze+/3zun60Zc9k+em2Vzz5Y57jToZrNYtsOjutS7/SQtsX3XZ9GSsk/+J0v8rXjJnHsYckEpHF0REHReeLjVU0vj7AuByBag2cnfP/NO2ht4IeWzPHdK1N87n4DrSyUTE3VSWtQFkJosn4f37M5GAz41OfW+ek//uL4ms+XrpkofeEH59o1jK9hZD/9gffxG3ffJE5ThJUO51khZYJKDWxXpybz7rkD7swJsq7N/l6L46Mu0zN5JiazWJYkCFziWLGxsYPvB5RKFpbwGG14F5vuU5XQL5wxWaxx1BQ4iWmej1NDrVzJCuJyA9t+516FcW8RGq0jrk76eI7FIEqxpXFKhTR9WXoY8K9MBGitSNJwSO/8zvbsdXI+dr5v4/kWb+0f8Y++9HU6yQC0JNBZ0sjj2m7Ax19YHQbmI1HqIdh0WOSQQpMokwCJU4colvz6g9owAHr7uaNhz89FS1KL4sQxnJQoBRHt0CZObHw7QSQCfTyJsgToFM+zSGJFlJp3QLVo8/9h77+jbMny+k70s3e4E8eb9D7z2rpVXa5903ThGmiEkQCBJAQSjGahJ/MED9l5MqPRk0PDsCSNpJGEBj0JRkh4gYBG3dDQhga6u7q6zPU3vc883oXb+/2x45zMvPcWQk9aqx/97q/WWbfymIgdO3ZE/Mz39/2OSArMMQtQpgScKIswzDEMCgipyXgdHGeAFOb+gDAwtTMx1nPViseMXmnoBQrbiinlLGwLREpy8Chi9Xw0JmmcKva2YyxLkfF8CgWzrqSEcsVnc6NBMIzJ+GbNlioZWhtN2u2ActnArQsFj2rVZ2+nzdrlCo5rodEUixmOD3vU631mZgvj816r5Tg+6jExUcTP5uifDnnxrW+l2WgyGAwIgiG9Xhc77ZG1bYv1jQ1O63WmJqdoNBpsbu2ysJgnih8KNtGEUYdCIcvzL1zl3t1dHjzYptcbcOXqHLYt0JwFKaNJ/Z0rQhrbEwz7MXFiCChI15Ft59jZ3kdKi0q1SLfXwkkJKgAGg+gxZ+yJPbHfu/YkCPo8mEbT7nTY3trCdV2uXLmSspMJEgXdQUy7H1PKO2Rci0Y7JEgUImwhLZtQ2TzY7XDSD5ECSlmHlakc09Uc9cYJg8GAS5cup9tKOGkGbJ8OiNDk0hIwKgABAABJREFUMxIGcGOhgOfabJ8O2Djus3Pc5vnVKjMz0+zs7LC4uEgulxvD55RSNJsNbNsmn89fOB7Lsmi1Wty+fZvDw0OUUqyurvLMM8+YoC4NgOBRh0EpxezsLP1+nzt37rC+vs7Kygqddps33niDS5cu4Xket27dIgxDisUiuWyW/mAAWiMti+2dHXzfp1at8rlXXqFQLDI5OUm9XqfT6YzVuSvlMkmS0Ol08FwX23Eol8uPjGvUK7W1tcXe3h4rKyvMzs6OKwxnKvGCk06fT2wcknFtojhhrzkgSbfV1fBDH73Ppck8KxMX52y0nUa9z1FHsH+yhp9tkSu0SbSm3ZvAFjkipfjQrSPe+v6rfP17Zg2eXRrIYRQrfum3Dljf71EtOHiuhZDQ7xuo443VPs9c6WE5Cb3jLAcNM/7F2QRRGZL407jCIU4dnUApJnMud3dPaUY90jx52rMyOn+KdjzkN9a7fPHlGggFQqF1jGJETTw6PsYECIPAo94q0OvbeG7AdK1OLhvjOhopFR+/WyeIE2arZeIoQqaQT4GgNxzy8595hXkboigkCALiOEGpxMA6lcLzPFZX1wxLYDzksLWOkEO+7ovm+eFfuGf6WEYMfAqEBdkJI5SYJBAljzqyDzOpPWzzlTJ/4n3v4oc/9lucpCKCWissafP26RJvXZzgL//kf2S7qYiS7Lh35wy3I8lPhHROLHJTIdHQxUpRsCrW+H7Mz/0//oQhPEgV6S2R4a9+4Dv4Y8c/wEHDRiubJK0ICaHIZPrMZE7QShK0fO48ODkHNYNxn4QApc6qpzz0DSGEESgGpGVRdF2+64veyb/8xEdRsX0ueNK4uTZuto9OLHwZkfNCfn29yebOEV+18hTLqxXKZX9crQaYnMwyHMTcv7/BjRsuWb+MlM65ERhrdtvkSg0asy6LfpF6w0B4bQlLUzAs9/DLzYsVvsfa6D4Wk7E1716r8au3jghihZOyLSo0YazxHMk3PDeBABIVECUSSebCth7dz0NeKHDSG/JL60cM7t1hZ9hg4LWwrJhRTDXQTQKV5aPrk/zm9qeIlFnvpNA+kR6P0gIpoOpHZJCESjJMBCf9x0OmARrNEoV8B0smJGoUxAnixKIyWafVLfGnvugFypkiS6UZ/v6P3uaz7SZF34ju2o4gsmH/JKacs7gymyNO3HHhJk480/ejbMIgh9I2ntfFdftYMkrhh+cClPNzpB955+wPMdo+dAbm3OT8s56sUVBoYNr6rCtRSNAO3XZAteYjpeBgr0/2so9lSZMcyDuGDKEVkPGNvl4261Cu+Bzsd/F9h0zGBEeTU1k6nYDDwxEszpAh1GpZjo97VKs+lm3mtVTOcHLSo17vMDNTpdVs0hYyFeguMBgMePnll3n3u9+NZcW020ZUtVqt8NYX38rLn32Z+/ceUKk8g+dniOOHKcY1cdLHcWKefmaZbNbn/v0NOp0ua2sLFPPzhNE+g6BnKk3ja+HRa3tklgP9UBOHCa5t1rOUgjiyOT4+pVar0Ot2abbazC+UEMJA6KPwSU/QE/vCsidB0OfBGvU69Xqdyakp5ufmUsYySazguBlyf79DL46ZqWSoZl0eHPQYxglW/wA3W2Kn3yZMFNNlj4LvcNAYcnO3TaVcYH9vD8f1yOTLvLbepNkLGcQJ2YzFtak8Rd/i7htQyBoBU3sUnACuLVlcXGRvb4+NjQ2eeeYZRJoR77TbRJEhUZBSjr0NaVkcHR3x+uuv0263KRaLVKtVwjCk3+8/lnr6YdNas7y8TLvdZmNjY0xZff3aNdqdDs1mkzAIiJOEJEkoFIsG4lapkMTxWNtoemaGg4MDgiAgCkOiKCKTyZDxPIIgwPM8ioUCb3nLW1hfXx/D8x6mX+71emxsbKT9V0Yf5nEPEw18bueQfhjjWIJWz8AbnBQrrpTB8v/DD9/m7/yB58g4FzPKWkO3G7I/DOiGAZbSCIrjB1Kkh0DIcRc2630uT+ZTJ8CcE8+1+LN/4DL/7Ofus7Hfo9E1WbpO0OfZyz3efq3LQEleuNwmWW2x34VECbR2eHlvEqm0yQKnfkTRd/ij71nhJz/3IG3eOVsb4+oAAi0Uv3bvhPddnjafalNmMW7kqFHZBEBRYtFo5TiuF8j6IZOVUwr5BMfWWJZxlKTQrB8H2JYgGA5JlCLq9wnDENd1kFqz12zTaLcpZLMUi0XcNIi1LQvHcclkMmMWP8f2cCyPMB7yjqdrtII+/+4j28RDcxxOATIlgeOfwQ9ny7n/YuXncfbi8gKXpyb41MY2x50uOc/lmZkKr7z+Gf7Mv/339PsCWfAgFjyE0sKyBLqgqXgRvbpDHIbYlRjL0Xzz21/gT3zFl4/qF+m8KkZkAf/6O76P/+UXv59XthOixMISmqrXJWf3cHMxYaNC7zhL5pmLsB0zAyN4mHps1PC4qijA1z37PD/xxocZJE2SyGhWuZk+ljsEbTHslJiZPOCkPonlhoTuMYF/lUrFf+T6kZZgfqHI3Tsn7O0dsrrqp707Zw67ECC0xBYulckDml6AVcyQjz0SO6LnDyjlm7hkf8dz97iPvvulS5x2A17baxHEZ46dZ0n+8PNTzJXP+sOSJECLh0sQj99fkiT8i4+/wa/fOWYYOqyUBxQzPYZeD8uKSeJU3BqNkIpMrodWFoPWBDk3YBi5JFpc6A+zpca1FNcnezjS7Ls1cMYjGK2R83WVdq9Ao1mhUm5gWwmJFkhhql6dXoEvn30Hz89cZjiI2N3q8O7lPAfHA47aIf0oQopUULvq8bUv1hieCqIoh5I5igzp9CbNOZLgOAFZt45tRWOImxhFK6MxpkOTYlQZfrOTdXZQidIMQoVrSzw3hWVbo2plGsyPfyZBS4bDhMlJn3zB4+7tOo36gInJXNqTZVGtZTk+7DE5mcOyzZYmp3IM+jH7ex2WlktIS2A7krn5AhvrTUrlDPm8CdCLZY+jox7NlEEODCtftZrl5LjP1FSIkFCplJmefif7+3vs7e1RLBaxLItEJdy+cxulEm489RSOm3DjxhU+8Ynf5vbtdZ5/4TJSRGgeDTYSFRHHp9h2TD5v7levv3aXcqXE9Ow0xaKiFzUZhF1i9eYVGyEEwtIkShGEMZlskgZ5OeonHcIwZHp6gqOjAwpFazzHcWT6mZ7YE/tCsidB0OfBDg4OuHz5MpOTk8gU/hbGit2jARsnfbQc4joxh03FUSNACyh4migUOBmjWL1Q8Jmt+tiWYKrkUe9GqCjg6NgIpCIdDk52iII+vq2p+nky2Dgp/l5ohUoEwzBBA54tEeiUJUuMe2Xy+TyDwYBOp0OtVhszY42aPO/fu8f9+/cJw5CpqclUoyfPrVu3uH//PteuXbvA2PY401pjWRbXrl1jMBhwcnJCvlCgWqtxcHhIHEWUSiWElGSz2TFLXC6XI0lipqaniaKQ27duMTk5yWndiNQVikWyvo/tOCit6PX6lCuVsW7SebHUUWDRaDTY2Fgnm83xzDPP0Ov1WF9fJ5fLGfHWh5y5YZQAguYgNP0SGFiNlCLVJxEctYd8erPBuy8ZKupx30GiiCNFO+4RqxhXSiSSOFFIJEIKoiRhkAQXKhUmo27mbari8Vf/6FPc2myzdTwgiEI+evgR5qcsbMuIRWpMFnOhBBJF3gmpFWx6cYU7R10yaYXra5ZqzPreOT/kLB2tMY7ZCBZn+tFsIIXEaYXWj/YNDIcuJ80SlUKdSnmI54KU2ii7i1FfhgnAtVZ4mQxKqfQcRWQyRUJt+s2evvEUbpp9Nex0aVM19rkqAgghmSouctBSDMIO739xkY9t7XHc1VhCY6WOlFYQa4EjNb1jj7/+f/4y776xSE2+mYv7eCv6Gb7sqSvjg/7UvTv8+Gc/jTMZ0NkpUyy++dYsS5B4Lu96a4Xv/KIvpZotUCukRBApXC1NN6QzZaBvUgj+7Ev/A3/nZ/4hkdPAtsy50goG9SwnL68QxgEPBr/N3/jx3+YDz30577r6/O+un+VNAiO05of/4Pfwbf/XP8DKDrDsEBDEYQ41zLBU3SVJbDrdAoszp3REwIdfvsU7n1p6zC5SHZxKhka9SRwb7TPJKBgy47Rcj2xQJSjsMF07JQw9EiWxhMJ1h2ghKHVr/+VjeshsKfnrX/cMr+60+NXbhwyihMVKlrdNFQm7fYJA4Xmm2VKjUMkAcOChYOO8HbUG/IWf+k16oSJJHKTQfNFSk5/ZcvDy5wMgAIFWFlrEuH6fQSsBLVmr9tlpZdLqjzkPjtRcqva5NtEjTkw5M+OcXWuPBeMJm72jOXqDPOViE9cNiCObZqfC168+xZKd4/7d0zFrYTln85f+yDVu7/X53P0WsVJcXcjx7NUCvuOxvR3QOQ7IVMz1l882QCgsKx7D3s6C6otwN0uaxJDnCFwLkrS3J9EQJxqlINFGAFgAjiXxHPAciedIxhrCoz6x85DOUV+QViQqMcQknkUm4zI5lefgoEuxlMHzLLQWlCs+Rwddms0hE5Omd8lxLObmC6w/aHB6Ohi/n8u7FIsZjg66+KtlhCCtBvkcHfYoFs2zVJ9LTEFMLufTbrXY3d1HCLh69SrPPfccWmvWHzzg8PCQa9euUSxmCcMWGR+uXl3jjdfvcLDfZmYuSxR1HzmnURizu9Oi1Qq4fGWScmmC3d0GOzuH3Hp9nXwxz9RUjYnCBMoKCZM+YTIgUQlKxSgUoz4zaYG0FINBQKks0SLGskrU601cx8H3XYbDAdOz5fF8R3Hy5sHrE3tiv0ftSRD0ebDZuTnm5uZMJUILhlHC3Z0eh50BttUl7x4gpaKvagRJkUJGULMjXL/E9FwNKSS2JbAtiRQCz7YoZj2Ojg4IgyGWlLRO9qhaXfxaBtdxGA4HbDy4N9YWun37NpPTc/SHJjVX8G1cW9LuGSG9IAjo9fr4vk+9XqdYLJo+oLR3YDgYcOfOHba3t5FSsrq6ypUrV8hkMmitWV1dHQdC8/Pz+L4/3vfjHDGlFL7vc/36dba3dygVcxwcHFCpVFhcXCSbNU2nYRhSr9eZmJigWCySJAmelyGKQgaDIQsLC+Nt+r6P1pper4fnrRFFEZ7nkSQJ1Wp1LJbq+z7ZbJb9/X329vaYnZ1hdnYO27ZNs/tgwObmJplMxkABz41/plRAacPQY0s5bno1MBbGwdDtgzbvWrvorCVxykrltswbWj7kXxm8vRARxeybZ+CkFNxYLfH0aolfePkNcoUhO22bGT/LZEYRKtNPYEuNK+FkIKhZM3zDc4s4jkWSaB7ci5gp+xwcdHh2usLNxhFapDCrsbORmhYseD7HR31KZRvXUyCScz0MhjJZacFgmMG2AgqFgIynsS3FqL40qkwIJG9dqfLg6ITBMDAwF63xfaOt0w9D3ntlCdsakugYrWO0TtB6RA1dxGi1nFXaHNujmpvmIB6QqJjv/pIb/KMPvUY3lETnYjVbKgqJZntvSKIG3Nw45C987TUa7T4TlcKbzvnjTfORz32Yn//cRzk4zHFpwTgyOtFpr8cjMTRKSSyZ8J3v+XKuTM1c/PARjNcZpFQjqGYn+ebr38U//A8/i1Vs4mcc4maJrZuCVrvFykrIV729jePA1u5P8kuv/Ce+9yv/LKVSmQu9FA+bSNVtzpEljExKyQ987XfyP3/wH0FioYFS/gRZgiSxOTieIe91OW34KC3oiBaf297l2cX5R3bT7QbUT3vkC1kQIUoZEUwhXHTao+DYkNcFet0aVq6OlxmkDrEmSSx0Z5qM6417qN7svLyZvWWhxFsWSuO/gyBmcz3m5DBiet7DtsxJG8E8lVYIJdk47fL6XpswVsyVMzwzX+Kv/cfXiPSQJDFO9EJxaPrk7GhMw/CwKSWRVoLlBvRCnxsTdS5VBtyt+3RDG99OuD7Z47npDrYUdEMzL+VMTMmLaAVv3gv19FyZv/UN7xsffxxrOu2Ao8MOJydGLPPSlSr5gsvhQZf6YZe3LBR433NTfPTeMR+9e8Sv/MoxIFgo1LjiSdzWAEo1LNnDssVFyFs6Ryb5A44t0kBG4NoCOxWSJb2+R/dII+ypUcrcZzzbJG2kEOn9U47hx6T3VLPL8/A6lbJ8CqQFQmhqE1mazQHHhz3mF4uAEUSdni1weNChXM5gp9V5P+swM1tgb9do4WSzTgqL83lwr0GvF5LPGx25UsXj5KRPux0Akn4/5Pi4z9JyCURM1neII8XKygqf/ORvcOvWbXZ3d3nXu97FxuYGszPTrKzMESd9tA4Jwj4zs0V2d0tsbOwwOfkUQhg68lFVdtCP2NpskCjNpcs1cnkLRZOFRZ/pmSscH3Y4ODhl/cEWlrTI5nyKpSK+n8XzPSzHECspnaTwWkXsN0liC9vyGSWTut0+ftZHKaON5bpn99RgGOM4T1RVntgXlj0Jgj4PdrC/z6W1NRCSQZBwe6fLSa9PxmmQd1p4viZREULv4yZ1fMdi2LeZXrhC1h0FEunDQAgsbZiGDvYP8DyP+YV5stksCwvz2LZhmtNKEwRDTk9P2d/fp9lsUp1aIEjiNLNoROX29/ZIkgTXdclkPJrNJo7jnGNEk9TrdV5//XXq9TpSSqampsb6PyPoWCaT4cqVK2xubnL37l1c12NiosbExMQYtmSKDGcOilKKSqVCo9Hg9u3bOI7Diy++SKFQSJl/jPfa7XbHfUujvp/5uTmCIODevXusraW9IVGEEGJMJ+44DnHKyDMiRsjlcjx48IBMxqfdbrG6ujomShi9Zmdn6Xa7bG5ucu369QsitW9ZmGSqkKXeG2IJjZBijJ9OgKxrobXmuNen0R9Q9k1vgQDi2PS0TFdCfE8zCF18Nw12BMSJ6aeZqbbJuP9lGILxC6QJQFB86mDISsljqQCOhFgJNrqaN3Y0naDO3UbCH3/fGtaoT2Mqy+52mxv5PBnhMWQ4pnEXpBApqXFxef+lWY6P+5yeauaXXLKFlG71nMOptWQYOjgiIOOZgMNkty8yu7l2ietFh5Ld4Kg3xLctbAHdwZBmEFLybb78qRpRcgKkARAGMiK1A9JCaRfJSEfKbDvrFShnpzjt7jFXLvA3vv7t/MIr97h92DECgmFM78jGtrKUSlnTO5M6cj/24Vf4M9/83v/inKcHSqI1v/Lqz/Ivf/E1ZmZC4qhokguVAfUtn8pSSBh5SDnqC9IobaER+J7iyvSjAdAZ1CfF96fvj5rmhYB3vrDCn03+AP/6x15ma6dFnCQMozovvhDwrvcO6SUWIgHfUbww0+fv/+I/4W9/61/53R3XhUPUhHHMnaNDBsGAb3/hm/jnv/EhMpk+3X6JIPRotvPkMgOagzJKmYC+DfztX3qFty/d5M9/1VeMs+bNxoCtzQalUoa5+TyaEKVtUGnFKz0Xe+177MgDrjPHTqNI126lrHouxbjMjONx6O8xgs89btz/Nea6FjNzRTY36tRPQmqTrhGiTTdz3DnhZ1+p89pujzA+Y9bK2JJ6vwucweh824jYot+cKn98jtMSx+cO83zdtVOen20TJIJYGclPKUChcaXC8QxA8h3zLf7zgxqjCuF5yziSP/MlV1CJIggTWs0hO8cNdgd1sjmHpZUaYQOazSH5gsvcfBHPs9nba/Pjn93lc0dtpBD4rkUQaV7d22c7Y/FtL8yDhmEjJluTY+FYiXkeubZ5OaN/LZHeE0f3+7Mj1xqscYnn7N4x0q46E5o9nwwQ5ybu7AoRQiNkDCSM+hRd12JmJs/2Voty1ZAkKAW1iRz1076hwV4ojsdTrfl02gHHRz2WlssICb7vUCh61E8G+L6dwsYklWqGk+MuUhTZ22lTKnuUyhmUiskX8sSJw0d//aN8xfvfzwd/6ZdIlKLT6bC0OM/C0iRJ0jLJMkKUipCiy+rqAp/97OscHbWYmfOJ455J4nVDtjYbOI7F2loFLxXLHQ5Dup02pbLP1KzP1Owy3XZMvd6h3e5ydHBEHJvnsbQsE5xaEtd1cF2PYU+gIo3nShzXwbFi+v0hmYzHcBgjhY3nlvFcF61jwmBgEqFP7Il9AdmTIOjzYI2G0QQqT8xzc7tDc9An5x3j2ScUCkVsmUXpBM+N6Pe6COViyxyFvFGxPm+jZ8FwOKBeP6VWqzE9NXWmfTNypixBNpvFdV329/cplkrE2mEQhdhSkPMs2u0mR0dHKKWYmTHMVsPhkMnJSWzbRmvN9vY2d+7codvtUi6XmZ2dodlscXJyctYvBGO42tWrV+l2uzSbTfb29hgMBiwsLuLYNvohNqoRHXWn0yGfz9PpdGg0GlSr1QusWbOzs/R6PV5//XUKhQKXLl2iUCiQzeW4d+8e29s7LC0tXghWRtsfz1u671qtxmuvvYZlWTzzzDNUKpVHRDNHQd1hCs07v13HsvmTLz3HX/mpX2cYJchRH402sK9Qx8Sx5k79iH/w0VNemJvi669fwrMto9+kNVP5ElcWb/Ngd57eQKK0TLOgmlqxz9WFHjkn+zs2ugL0gpjPHScM+y7Z4pCgL7nbHHK/aeA/iU6wvZgknsV3bT6122Tqs7t83fOmeuZ5FtMzefb3Ovzfnr/OP3n5DUIRmSoGJiPu4PJXvvQ5FqeKRHFEvzcAYoaDBCFNhldaqVOjJIm2wLrYVSSFuND7IYVDyS/xjVdX+JWtfTZbXfqJIuO5XJsu8A3PTTJXDoiSgcliplA4jcYWOYT2UMpDiziFCnpI4SGEpJStEcYDukGL6dIM3/c1z+FYHj/+kVf5tx/8DNOVHIN+n2A4JJPxcVK43adv73Da6lEr/c49bVprjjsN/qcf+1mc5D6Hx1Ump3ugBYO+TXmmT/M4z6Ad4Zc0UeSaAAGQMsFzA/75H/5Tb77932G/WhvH/91vW+IdLyxw90Gd//ev/gRPLzSxMoL4XE9XP7LIi5hnJgf83f/4H/grX/8tZgxCjIOs3+kYP/lgg5/+9Oc47vZIVIJnS65WZjmK7zAIHXKOQuR71DsVhEyw7XCcxY4Tl9/ajPj3v/UpvunFFzg86HJ81GVyKs/MTAHLlmgdodSQMI4Jgy6FQhaEoh81yJWPeHk/wzW3whU7h9ICYWv2koRX1A5r2d6bjt2g+H4XEMBzDng+7zI7W2R/r4XnxRRKNrdPd8lwif/9Y7/Jg4M8GQdKfoaCmydWms2TLlImRvw2tU5ok3MTdJQDf8CjUDqNtBLi0ENFJhu/1xf85wdVvurKMZ6lcaVgEMH9ruDBIKGIjQ6zHPddHjQdkBGoiwQJaxM5vu/915jIe5ye9tneafLbzXts6yMSmcBAkGnaXCnN8kx/lY11xfxCkYmJLOuNPi/vNcnYklLWNU6/TrBci26sePmkw/tqJSxt0T9NKE9LPFeQcQydtWtLLDmqIDJOSpwnBBHj2T7XNyRJcWWjqTG/Gz0jRl+NQoWffRxbn8CyNJalGQ4iCnkPhKRU8qjnXQ72O2SzBupt25KZ2QKbGw3KFZ9c3jXnQkqmZvLcv3vKYBiTy5q+t0rVZ3OjyXBo5AgAypUMpycDMp7pA5udq6SaUzGuY9Hvt7h69Qr5XI4bN25QKBS4cuUKlj2k198zLIvCYsT6GMVDKtUaxWKBvb0jZmYvo3WP+mmP/b0OhYLH/GIJx5GMqNyDQLG700FIQTabIGUPP+eyUi4gqBAGmuFQ0e32CcOYbrdPs9Em42XoDwYkSUyvq7h398BMsYYwCBkM+nS7XSNV8eoOnuvhOBbNVo8k+d1cS0/sif3esSdB0OfBqtUqDx484JpfwvEkBY6xxAm+b2NLJ82sWUiROpShoFyqYtvOY51gy7LY29tnOBwyGAx48OAB5XKZbDZrghcYVzVGlZBSqUJ7kKDQ+LZFxhHsb+4zGJhsz8LCAp1Oh3K5jOd5RFHE/fv3efDgAVEUkc1meeaZZyiXy+zs7LCzs4OUkmqlYsQ8U4fdtm3K5TLFYpF8Ps/9+/fJ5fNMTk5edAe0JggCNjY28DyPF198kVu3bvHgwQOKKdvbiGXOdV2WV1bo9w1cb6QTlM/nWVpaSskVfKanp9/0HIy0hLa3t6lWqwyHQ4IguDC/ozFtb2/TbDZNhcnzHtnW2mSJb3vnJf79b6+TaIVrSRSabhiQxBLfE8xVXYZJzMc2d+mHEd/xwtNIS1IsZZiuXuKzx7dYnN3guJknCDwsCyZLQ6rFLtdqT+FZbuovGEfqcdCqX797zBv7XbJU8HKHeH5EFBja4kSG2I6i28ySz86B5RAkCR9/cMp71yYxpOyCfMGlUvWpn/b5nqeu8/GjUzaGXQTw7GyZb35hFtt2QcS4nsb1HBIdE6byERqIIk0w1GgRE4aaOJKEgSDjirR3wEaOKZExPT2WIBn2eWF2kqoEtOLL3voMNy7FDMNTIj1IvzsKyMyvEz1Aao9EC9ACKSykzJu+Ehxsy2WytEhuWCLrFVMhT81hvYPG9KJlfN/o+1gRjm3ObxAnHDV/5yBIa81rmxv81R/6Bfo9RawmCALJ3VsTgOZ0p8jC1VMWr52we6/K6aGksjrA9ozDUXVy/PPv/F4D5ePRQOT8Xw9f9WMnMnUpLUty/cokhVdPKRUTmsNHYVKDyCLnJmyebrB3UmduosqIjfrxIZB597ObW/zwx36bMI4p+g6WtOmHEXcOFQvZMl6pziCO6bQMUYYl1dm5FQLbColjlw/e2iAb11jyPZaWK5Qr/rk1nKB0QLfTY3OzztLyJJWKj29JbKmZnN1kvdPk5XaZOLbIeCHlYoPJXJei9+bX+ZtViB450nPwKikFlarPcBDzm/eO+M/7t6iVjvjW6UvsHGfRabWhHcQoLSi6RTK2TSu0saTC9I5r9jou9YHDMyXFG4GL4wYoJdFKgjABkNaSoJcHpBF/Jeb1/QLtEL5o9RjPTuhHgt/ekfRcGy1jojAg6HkksY1nmUpRRgpenCvznV+yRjnvo5QRa3UcyX1rlwd6D6ktyp6hKR/EIa+ebpNUFe+RT7F+v8H8YpE7jT5IgWdZDIYRtm0RhgnSccmLhHtHPd5Xg/l5j+2tHkVPUiyk/YfnJ1qfD35GK/XRc6HPvSFGq/rcvS2JFNKxUtQDuJ48tzRH7HCGKc62BZWqxfHxkNpE1tCKJwop4XC/R62WpVozENtSKUOh4HF42GU1VxmPPZdzyeVdTo57ZJfLaMDP2mQyNs36EH/OPJ8dx6JU9gkGMDVdwHGs8dghoVGv47hZXn31Vebm5piZmWE4DCiWBIkKzdj1eeFRDWLI/PwMt27d4/ioQxgNODhoMT1dYHo6j7TOhIm1hmzWwXFtdnc6rK5VsC1QKiBJQsOIZwuKZZdyNQNIGnWLJAl55rkF0ClsWxkmviCIiSPN3TsbhrF1bpYoMvp8/UGPuJ3QHxj/4ok9sS8kexIEfR7s0qVL3Lx5k8P9LZ66cZXbW20UCbZ9VmoWApI4xJKgE49yqYyU8rFBkNaao6NDfN9ncXGRZtNUdJyUArpSqZDL5bBtm36/D4Dn59g5Nlj1UtYhHHQ5OTHCj0tLppHZ8zwKhQLtdtuM9/AQy7JYWVkhDAK63Q6FQoGpyUnCIGBzcxMBVKrVC3Cys2MyQdjpqalYnaecjuOYvRSKt7i4SD6f5/r163z605/mjTfe4K1vfetYSFUIQS6bZW1tjQcPHnB6esrU1BRCCMrlMlNTU+zu7uL7PqVS6ZG5SpKEvb09wASkc3NzNBqNcX/QiDa70+mkIqmCa9euUigURxu5EIFoBB94Zp5ERXz41hHdIKIzjACJ78DChMk+5i0XSwheOzplq9VmqVwim3W4ddBifXMaYR+S91rUymrcQxKGVZ6bfPqhY3hkAaCBX3htnyBWaGsauQ+FSh3PD1N4nqR1XMATi2jHQwKFjE1nEHN3s8FE1vQrSWFgIcEw5vioy+9/bopyZRZEgiUlljTNvzBydA30xHFHDcICmYD2IAgdBmGWIM5z3Krje3WsEdOwFkC6noXLj//ab/NKa8hprw9C4Lsumx/9NH9h8i0U/XjsIAEIPepT0kCE0l2UGiAAKT0srUBZWLKAECaxUMxe7McqZL1x4GHbFq7nMRwO8VK4qW1J8r772PM9Wkf1w01+8F//ImFPU/MEnm3T96AeOCRK0T7OsO9UmVpusPLsMYO2SxxY6Ai+aG2J96++SBz3cOwcWlijssWFk3yGHnozT14/8v+/G6f/L/z7n+FH//R3venn53WSPvj6LYZRxGTeM+tSKRwNvpRstIpc1x6+22I/dhAyeWRb5j6gCWKbf/PZHf6Pb30rleqjjHGQkM1LXFezsb6L603hOzau5TLUAeVik1KheW675rVWXb4wdf/f21mNQkrBzW6HH3l9m7XFw/GcKmWDCAlicC3oDDuoocBOP8t4beIkN64+/ep6lQ9cPqG5n2V3aOF4Q6QdoxGo2GHYLRL0Slgyxs902b+Zwcn12bWz/NKtOZaqHWq5AcsVyVEzg3D6RG5COd/iWr5Pxla09RW+8YW3sLXRpH4wIL/sYtlGMypxYm52dsg4Lo6yiUKFlZFkHdNHda91wPsWr1PqZtjebHLcHGBJQca3GQ5ihoMIyzaQU0fqMZ2+l3FwbInvClzHQBjN9fQ4uNq5OnBaHRxBOy+eNJPiCEOFtMCyJP1+jOeB71uMSRBg3H+I0Bf2Up3wOD4MqJ8GaB1ydGCc9krVZ3+vTaFoqhrSMtWg+/dOabUCKpWMOQahmZrKcf9enenpGC9jGTKEiSy7O22qtSwZ36AiKpUMBwMzTji7ZuqNJv3BgP5pAz+TYXNzk3v37uG6Ll/+Fe9BSgul4keSHnHcZ3Kqwuamz53bG5RKWZaWqpQrRsj1/NfDMOb4qEcYxIRhQrMxpDbhMwJeDgcxp6d9pmcKeF5k5labACmOWziORlop46SC5jBHpVKgXCnQbne5cmUOZAuVWGhtoZTFndtb4yTqE3tiXyj2JAj6PNjk5CSdTpeNzQ0mJopYWGAJLHFW6TGBQQjKwnNyZLPZx25LCEG/36deP2V6eoalpSWmp6fHFaGNjQ0ODw/JZDJUq1Xa7TYA/VDSDY3Yatm3qJ/s4aWOoOu6hmEOODo64ubNmzQaDfL5PNeuXWN2dpbT01MePHiA52WoVassLi6itObB+jrX0+BpdJNPkoSDgwP29vZwHIdBv08cxyYI0jolHtjg+PiE69evk80a6FehUODGjRt85uWXuX37Ns8+++wYlieEoFKpMDs7Ow5eCoUCUso06zZkc3NzTNYwevgGabC2t7dHLpdjLqUon5iYoNs11NhXrlyh1+uxvb1NsVhkcXFxjIV+JFufZiSFkHzts/O859IkH7y1w4fvb1HJOmRsE3SpRCIlZGyL7iDi9nGDxVKRo8aQ7/+x2xwe+0ixjJAR5VrAwqUhUOC4W2RrKeLqVFqBGvvIOg06zKvRN0K4Qphm41Y8Tfu4Qs5qI0iItcdAl5jPZ8YMSkqD61h4afOrUqbyaFmCbM4hm7PI5jVahCbc0QlSJ6ZfAxuNBRhGqNE4zs9Rol0i7aItSbNXYips4XlJ6swkgEJri1c2m3z0oEEYK6wkQgpBrBJ2hoJ//KG7fO9XTVDISBOLpI4SnNWRNAnoZNwrLVTPVIKERJJHCOuspym1d95Y4ud/4ybdQUAh6+G6LkkSMxwap+nyfI2FydLoIjt3vjVBFPHzv/lxTu7e46ClKWaMGKMWiqwrcWybg36EsGN6pw73jmbIVUNcP8Z3FH/pa76E+XKZ7a0OQdA1FV6dGfdCnN+nGC0y8ShttXn7fOcQNIcOSgssoU117Jz5jqIfWZz0Je1hxGfvPuD5K2s8bCOWK62NXslus00hY4EwFLnDoXGE8lmHQGjK09O8urWeVufOAokL20wdzCBR/JOP3+Ovfd1bHtlnHCsODzr0ekOU0mxv1VlZrXBY98nnQqTUFwI8kyRwOKqX2Cr1mM5rhsMGAFm/hkrcsbij59l4GftN4aRntOCCrdM2P/jhNzgaDMm4AxwnIonT6F1oRjRmsdLYEoSjqeXy1MMmQejjuUOCMIPWgqOew0/dmuLGZI9rvuDTxyVaCYSxRTjIYFsSP9Ml6AqO9zxyUxF+0eXKlM07K7O0ZZ043KOcUdyoJAg8c51KQ3RiCcV2I8HzbBaXS2xtNNnearG4XEYIwXb3lEEcUskYev3hICaKEhzXIiMdemHAdveU98xfxfMsvJ0GUZSglel3sm2J7dpEiSCIEvJe2pOKZV4i7TnVYJIa41X7pibOQTAfF7c6jmQwjJFC46baZ3GisS3BRf3ui/2HAptMxqJY0ty52SSXd5maLlCr+SituHv7lOOjHrNzRYSAbM6jNpHjYL9DIe+mJAmCfMEjm3U4OTY9Q1pDPu/gujbNxpDpzIga26z1vd0WnidNtag5ZG/nhKzvMxwGLC4u8LGPfZw4jqnVaiSxQEobpeLxuj87BoXjhMzPT3PnzgMmp1aYnLRIVHAhN9JpB+zttlFKsbhUJo4Ve7st8nmHTArXE1LQ7UbIox5z80WkFIgU5p0kMZYNhs0zIUliBqEkbtlUayWOjk6pN9pUakMSHSJw0EgQAc7vojf1iT2x30v2hOrj82DDIGJl7TKZTJb1+xtMlGdxnQxWSvOrMYGDJoHEpVwsY1nWYx/gUkpOTk4YDo0OTr/fv0AGsLq6yvXr1ymWyuwdHFFvGsaqndOARGsKvk3GihkOBjz11FNUq1XW19fp9/tsbW3xmc98hmazydTUFC+++CKLi4vjAGRqaort7W16/T6WZTE/Pz/WPQJzgx8Ohzx48IC9vT3m5uZYXV0dV360UtTrdW7fvkUwDHCcM+2LkYbPxOQkl9YucXR0xL179y4euxDMzMxQKBTY2NggDMMxBG/EEre5uWnmUmu63S63b99mMBiMoXLDoXH0LMticXEB23b43Oc+x/r6OrOzs6ytrV1oBr3gqJ639L1qzuXGfJ58TlPMSfMQF4IwjMdOq4FxKertkL/zozfZPxwipTmXWjmcHhS4/Zlpkv4kYSx546Bz5laIc+M4Z5/dbBIlmiSGMFKEsSKIbdpJjXo0SSsuGiZBz7DBhWFCN0hYrmbJlkwQ9E9/7WVe3T1Ga+h2AgpFD9dOBRzT/mQtFJCgCFF6iNKhadIfnzdIEsMM1e37JNpkiUOVoTPIECcaUz0yTcxaa37x1S0sz2W+ViKXLxGJDP3IQuCwftTmt+73kdpD6gyCDBLfkCDoDJIMMu0BksIDDYkeEqsOiWqidBe0eqQf7NriBO9/22X6w5DDeofeMCRMBCctsx6+6aVnHpljrTXDKOB7f+ynaR/cZ+MkJtHGIdUIYiVJhMKRAg+bJLZ59tk6zzxzwspMl6vTgn/wR76aK/OTZHMOq2tVXA+0DtGE474rzlVRBWdr5mFTWl8IhLSGP/eV38FRz6GYiXGkoRAHTdZJsKTm1aMszUEGDfzK62+ctWSIkSClAh2i1IBE9dL9GN2XKEoYDCKkFGQyNpYtU4iTIOvX8JyhYWx7bKIAPNs4fm/st9k87Z373KzHzY0Gpyd9VlarXL8xRTCM+bGP32bvaIZh6BPFFmFkE8c2UWQRRg4njQl++ZVT/s7Pv8wPf+RjbO59ku39T3Jv4z+zc/AyOzsNtjYa3L93Shg8WqU6b0LAq/t7/MWf+jRbpyGDIUbL6twKt62IRNnpvBhn07JBiYRa1mOhVCSJPbKZPp4bYtsxgUqIkiqfvl9h42aGkzd8OnddksOYXBSwVJzh8tw085cK/MEvvsa//PaX+GsfeDetxOLuQcBcIUCKmCBShEnKGKY0nhXTCRw8t4wQ4Ps2Sytl+v2I46MeBnJ1BpqU0lz/UZQQR2qcTIiSkG5vFzdzynufKuJIyVHLCBJ7no2QkCjFME54ftEkxyxhAoYkHp3fc8F7eq945PW7NKU0KjHbzfjm/hmF5tw5jkihzGpcDdJYoB1U4nB8GNFumsC3WvWZmS3gejaeZzM7X+TosEswNJURIWByMo9KNCcnfUbXipSC6dkC9dMBYWj6DC1bMjHp02gMHllHjmNx/16d/f0OuzttJqfzXLo8j0CQqGT8/Oj3+3R7fWzrUZHbURUpivrMzBgo+9FRHSFyjCqUUZRwsNfh/r0TvIzF2qUa1VqW2kSWQsHjYL+HSjmsHUcyNWUIIAwNOoxaXZP4jF1T6yGKIXm/S6MbkSuWyHgeG+u76KSQ9i2l8gdaodWTStAT+8KyJ5Wgz4MNhkP6scXcwjL3775B/bBHbW6O7jDVBtCQqBBLWugkQ7FYftMMplKKg4MDXNel2WwajZ18PqV2HrK4VERbPh2lGXgesR2TiffpJQm5jMNyzafX2CebzTIxMYFlWXzqU5/iE5/4BGHa6LG6usK1a9fTbLl5AEgpmZ+fH9NHX7p0Cc91mZ2dHQcEg8GAu3fvIoTg6tWrY7IDgDiK2G822N3dY3Jykrm5OXZ2djg+OqJaqeC67rhvZ3V1hX6/x9bWFoVCnoWFRfOZEGN43q1bt9jc3GR1dRXHcfB9n9XVVW7fNvSknuexvb1NqVRicXERgFdffZWtrS2uXbuG4zi4rsvKyjKvv/46xWKR6enpsS7SyLG76N6JsRM4SoBqDfOFPBnboh/G5Fwb17UYDg1sQVjG4Zwr5PmVzxyyfzrEcQW2ZaEShWVJpKUZDhNODgOciiRIOZ3FaI8PxWHDMOHnfmMfnXCW1kgHGseakc6jZQmDQrMEx90A37V57eCQl7eP+X++6228chDy6f3XqeQU3zx/mctLZYR2EVqAiDAwOJ0O5AwupTVnni6j6pQkiJ2xA6a0oBcUiKMOrk3qVGrqvZDNkw4FT9LoBRw3BsRKmapCGCNtwU994oiXrkzj2Nbj6wxaE6fagLad0nXLIYlKYXOScUVoPDki5o9/4Gnmaja//NubHDWHWJbki55bAcCJO0Zg13XH+1Mq4l985OOsnzT5Y0/bvHGhEmOOSWsJQpHzoNURvPZ6hWo14BvfscTXvevt5jymP/EygAhQ2jIdWUIC7sVrXZyDEj2md2c0v6Ptzk/McKcxS5wcMFMIyaUQoiCRfHovz2v7LkKYNe1K68KWtE5QKjDBrTIvgGLGYr85IGeboN52rPScmtGs1HKUXJuPPNgnsBLi2MVKhTO1tkgSC88dMugXAE0/jPjrP/NJ/vY3vpOFSp5eL2Rro4nWmktXauRyxklcWCzxv/7WLQbDLJs7y0xUTinkOyRowsil3qzSaFUoujG2iPmtHY/JvOSZmYQkCegHG5RrkkL2adbvn5L8DkKPvSDihz52i8/srhNEJXIZQT+CMHJQegQDhVKxTf+kTBzbWJaBNAUx9IchN+aK/OkvucxOo89v3D+lHyW8Y6XKQtZjd7dN5ynBD338FhkRIy2JY/kksUUcYYJK6ZB3fPKex6/dOeLXt+skscduJ8tSqUeYQBAbuu68q4gSwevHFT7wwsR4sfi+zexcgX7PXBALhSq+5dKPQ/KOh2VLXGzCIEbFCqFjZO8eO5FO14TNFy9X+LV1l26iCYOYKI6IFVydLvKVT89ysB5i2Ya2OoweQrSN/jgHdXuzZ5dMv6e0NmtJQxyZ/8/lbZJUxNZxBMNEE0UKpRU6Btcd3egctLIJA9jf7dNqRiytVMdVxanpQloBlFSrWU5P+uzttlm9VDP9pZ41psYuVzJ4nkEa5PMOXsbm5LjP9EyedmvI0WGPXi+i2RgyOZ1Nj0szv1ig2Riyud4kl3MpFGxy+Syu6xAG4fi5F0URjXqTQrEAQXs8N6OqPkCiYzw3Zn5+hvv3N2k2ZimVXdrtNjvbLfq9EKVN8Jbxje6UZUlm5orcu3NCs3Gmc1QoeuTbHvt7HTJrdkpIA3Gi0DqtoIsIgSLjBRT8LsedAovLi9y9c4/trRYrayWiqMXovv/fDjl9Yk/s/7fsSRD0+TCtabQDcCvUJmfY2d6jNnEDxw4JoyDNCEXIxCHrmYDmcSaEoNPp0Gw2WVpa4sqVK7TbbY6Pjzk9PSEIhuzs7DGUExwPFFpqRvrPxazDymSWuHtCq9lgbW2Nk5NjXNejWCyyv7+PlJLLly9z7dq1sTjq+X3bts3S0hJ37txhf3+fxYVFg0VPvzOqDpXKZVzHGcPY4jhmfX2dJIlZWVmhVqth2zazs7Pcvn2bvb09FhcXLzDNGYhal9u37+D7WWq12rg/yPM8VldXuXPnDoeHh8zNzWFZFvl8nrm5OW7fvkOSxMzOzbG2tmaUu9NgLo5jtre3WV5eHv/mypUrPHjwgHq9Pu41Gh/36BRePBMYzLXJpNeyPs/OTPKb2/tYUuBZEs+z6A0iBiSsVopcq1X4Nzdfw3MkSQJKpcFlChGMSajXI6YrHtPFx5//0Ug+dbvByXGAVR3Jh3LW3pA+uGwL8p5Ns28y+VOFDOuNNrGSeGlvVpJIIuVy2kn4d1t3+TOFZ8nlHHJFG6klUkgEMSMa6fMN9ecBamCU5KV1Hq8PQeQSRYLEi9HCwOKUNtCY3jDhsBGQaDXejMYEWjunAz70qTpf8645E9RofaH6FAQxt2+eEEWK6zcq5AoSrWMS3eO4E/Db61tsngzwXZ/nF+d4YXkKWyYIhnzF26b48hdn6A0lrpvDd31e/sxn6XW73Lz5BteuXcfzPD6ztctHbt7lwzfvoVJ2puWqxav7RkBQpmtEaRO1DGNNrRrw3nd0+Ma3vsR8be5NTl+MZohCILSB8KEdE/Gcmz39mABo9MGFrgoB3/+Hvpvv/hf/AuE0KXpGi2y/a3HUdVJCCuOAftO73pb+SpGotLKnArQOUCogjgMALuUzbNd7JNLCduTYkar3IipZh7V8huNewlRmCSk26EQOUeyilUAKRdbvYcUW9XC0jgWtoeQv/MQneG5a8dULzzIcRCytVMhm3fQ4jLBlpGLAYRj47BwsIIRCCkWirPH8SJmQ8yyaA8Fn92yemVHYdgZiQae3TTazihDCOO6PsY/fPeQffvgOufwpvUEe0AxDhZCaYZChP8hRzpmAMJ/tUqvGNFtlksRUpEquwwuXq3zzi4b1cnWywMpEPk0GmCqXEIKSY+N7OSwBhaybws4SklgxCEyGfbbkEyvNh24eIIWgUvT57O4sneCItUrXsM1pQX3g8NpRmbw9w7XJ/LmYQ1CtZanWTMWk6ud5ZmKBTx0+wBKCjOVgW4LQhs6wx5wPk67AsbMgIApDnpk6YK48xXZ/ie3mEFc6zBenef9bSuQ9gDClWrbodWMq1VGtLE3TCIHQmjg2AY3rPNrLOuoJ0ukajmMj5CmEwM/YpqIcK5LEiBsbPTOVCh2PbmwmAOp2FNtbPaS0uHJ1klzeI0kUjfqAg/0OSysmiSilYGGhyK2bx0y0hxRLZj1WUyKYg/2u0fpJr6PJqSwb602aDQPPLFd8iiWP+umAYsnDceX4u1obcVXbtthYb7C2VibjG2RGsVhgf3+fOI5pNFqsXprg7Ab9qEVxj9nZCnt7B6yv7zAzU2Jv75Ri0WNhaZKd7RaNxoBc3h0nxHzfZma2YFjwUp0jKQVT0znW7zc4PupRrZmKVBJrRuLLOj0ASyrK+S5HzTq57AyTk5NsbOySy/vUJnyU6v0OI35iT+z3rj0Jgj5PphUctYeszi/TbTfYXN9l+eoknf4xWllAjIoyFGolbPvxWHYp5ZjSemp6GinlmIVtYWGBbrfL7kGd036AsGyqGUU579M9hBtzeTrNY05PjllZWTG9OoPBmO56pAnkOA6WZV0IgEYmhKHdXlpa4sGDdXzfvxA0jHptzosuCiGIoijVEbpKsVgcBzsjVrrNzU1KpRKlUmmcKctkMjz11A1eTvuDnn/++bEYKkChUGBxcZGtrS0ymQwTExNpr1SdfD5HsVik0+nQ6/UoFovjMS0uLvLgwQN832d2dpYRucL09DRbW1v4vk+xWHz02M1ZvHhOOcuUff31y/TDiFsndTqBwdcrNDXL4xvW1kBruv0B6CE1PyFRilhJwsQlSAwbUhgq8p7FCwul8+h3k8XTZ/u8s9MxD7a+Ro9aF1I2JVOlgecXy/yPL61x1AlxLMG//Ni9lEJZI2WqBSRSkVMl6Q5tXm4dYwlYdAv4WStdExYQoYnHz/Ez+NOZIKglQT40P8MoQxC5eFGAm5KXVfIO00WXz260UZzproy2LYQgHCj+r19d52veNZ9mMM+FBxqiCIbDhChMCANNvmCyuZ/bafFvPrFPe6CQQqK04ON317k+V+VPfckz+I5C6QCERSHnY0mFUiaDfv2pG9y/d49/+eGf40M764SBj0owAQpwp61425zk4+uSRl9R9MGWZq22hzBMIF/I8+3vfT+V3KOMgmfDV2Y+lUx7LCRGI8d6qL/iHOTwwhp81IQQ/MC3fxt/6J//KEFyFp6a6o35zo1qgZnJSTQxSoUoPTBVIBWgdEAURhwd9QCLL1qdwMo6fHLzlONOON5PLefyVSs1+o2A1cUS33Njkk88mOAnP/0A360jpUIlNied8iPH4ViKILa4U4+Z8G7ytc++g6PDDn7WoVLxx8dR9od0wzOmO61lCrE8s0quj06KuFJz1BX0BjGuJdBYKNXn9HQPrSokiRonYsBAjv/iT77C/WNTgZ/I9Gl3iuM5zmcl7S7sHU3jzx0C4DghtXKfSrGOiit89ZV388zsLLXxOT4TAh1dFrYlyedcgiDmSi3H5w7aeK7ClqNkgeC0FzJX9nluocxuo0+9F5L3bWxLkjgOd09muNeIsWWfQQiWXeSbX1xmIoH93Q5LKxWscWFPYlgYBUqFfMn8EsN4wJ3mMf0oxLjAgrmM5D0ljzhyxpWuOBLYdoaZfIO3X32KrL/GILC4t+/j2gGINFkjJKWyy/FRSBKDtDBV5jQzYvR0BEmo00Dm0YrQaJ6iUKGVgXBZthwXm5UCEgNPk1IQxwYqZ3oQLZLY4uQ45GB/SLnsMztXwE1vLFIKZucKrD+oU6n644Anm7OZnMyys93iWt7FssCyYW6+wL27p3SqPvm8Sdjl8i6ZjINtC5ZXykhLEMcJ/V7E9labmbk8YNHvxZye9JmbL1Isehwd9bh/b5vhIEIISal89hyr1+todRUpLJPwGV+zZ/OiVIznRszNTXPnzjpJolhemaBUMiyaExM59vfaTEzmUspu81ytVn3arYCjgx6LyyUsy8gezMwV2Ntp0+uGDAYxSaLHAY1AAonp/7JiasUGza7LxKxBedy9vUHGu4Sf8x5fin5iT+z3uD0Jgj4PNgwT6l0YxAmOX2JpaYn79+4yN5wkDhMi1cO1ckjtUSw86oCPLI5jjo+P8TwPL4WqjaBZjm1TLJbohh57YRfXFlyZL+OIhDuHMOy1ODk2AVChUKDRMA3FGxuGInNpaYk4jtnc3BhDw8A8yMYaROnfhqBgwP7+/jhoeNhBO0/44Ps+a2trYwHW0fujbR0fH1Ov1y8EK0opSqUSV69e5bXXXuf27du85S1vwTpHx12r1cbwvH6/z+npKa7r8tRTT+F5Hpubm2xtbXH16tWx1s8IHrezs0M2m6VUKiGlZHZ2dkyucPXq1XGf05vbGVZAa03GtviO52+w0Wxz97RJohRz+RyFoUVQjzgWt6gWWhy3HFxHoTU4UmHLIbFyiRNBLm/xlcs1Cq79plk4pRSfvL3PaTuBDngViVMQCA22JZBaoIea9y3UKPsulazHG/stdhqGAOC87JTJKmo0EqUsXq+f8p7pWQ73+ywtF7GkBVoadiMC0PG4YjEKhJQyY9LaRqnzcC1BlEiUcFBqmOaNzX9vXy3xW/eaZgqT9AcKpG16H6K+5rAf0RvE5LMOcRzSbK3T7GyRqBDXLTA1N8PhbgaEBdi0+hH/9hP7dIYxU4UMQtoILMI45vXdY37iUzf5o+9eBhRG9T5Ea2s8x57r8pMbr/Fa63NE4TSgsJyEJDQQlI+fJDx1yeHb3+rw716OOO2ZXicBZBzB8095/LU/+k5c+798izV4+wClJSiJJSVCGFrb83M7TiY8uoV0O+ZTKQXFXIG/+/Vfyd/8+Q/RipLxcUngStHn+WWXP/5P/1/UG4ZFbKKW8K3veYH3XrnMYBCyu91kMIiwZJH5+QLfulzii69O8upei2GUULIlNSxcKZibL5LLG1KXr3nLLB94Zoa/+FOvsHHSH41stFoZ9WJYVoLUgk7g0GkH/MBv/ie+8/K7abeGlEqZNOMPtXKD3VbhTX0vicZ1uwSDAokW2EKjlSZGpU624rTdQ+oi25tNZueKFIomYPmff/4sADLzJ3GckCQwmj3hUOA4CVGUYXNvCRag1S6SEKF1lr/xJV/KZK02nvuLZCVn50QIKBRcjo66vL2SpxPE7HSGJEqTxAopBRM5l69YqKKTM2jYqBPMdiRxrMi4PpaVozkc8CVrk3zxtSn6/ZD1Bw0ODzrMzuXTRBMkScTR6Ru02lskKuJFH676RdqiDDoH7QGT/gaemyOKFMOBSWpYlsD1XKK4S69/TMabZjySlIY+XYwUii77e4JgqMnmH00LGWIFQRwrpLTGjv5obuK00hOGCtsWRJEhkYlihW1Jer2ETEbSbkdk/TQxFCmEBDtJ2NuNOdwPTL/PnKGpHvXWCGEIDkoln729Ntmch22bYGFmtsAbrx9zetJjatrMWaHoUalmOdjvsLJaRgidVlKyHB70QIzWrWRuocDhfpfdrTaZTIWjwx6Fokux5GJbgtm5PPl8zO52n1arR9bPYlkWcRzTbLZIEom0LJSOx2O9AC1GE0VdZmbK7O76WJZkamqGKG4AmmIpw9Fhl0a9T2YuJT0QAmlJpmZybDxoUK8PqNWyWBJKpQxo6PcjLEuSJGfUMlqbIEgKjbY0LiHl/BHD0GJueY3Ne7e5dWuLq9cWSRKJZT0hRnhiX1j2hBjh82DtnqITxuQyFgXPopJSMqtYGTVoJRHKJZct4nnem1aBOp0O7bZhiXnjjTe4f/8+9XqdMAzHN9XkXPO04zrjTNnB/h6zs7NUKhU6nQ5SSjY3N+n1eszMzPDss89y48YNPC/D/fv3GQ6HrK+v8+qrr6K1emQs09PT5PN5tre3xmQD521EhtBqtQzUT/7OS+/NqMBH5ApHR0dsbm5e+NyyLKamplBKcefOnTG0bUQPvry8zPz8/JiaezT2yclJKpUK6+vrDIfDMdRvYWHBwOW2th5bCTvDbYkxXGn0EB4xTa2US7z/0jJfdXmFZ6ZrzM4WiHSf9cPXubzQQwjoDCSJFsSpg+GQkM/YfMdLS8xlPJqNoWlsFWLsGI3O7z/7hVfYOU57hgRELUV/L2FwrOgdxVgtzYzMkFWKTttALQ/awdg5e6xp0FqQKM3sXIEwUBwdDsbVCrSFxMPo24ya981P40RjO4IgtOkOsxccdqUlnX6O6FxvrRDw8VeOCFtmfqUjkDZIB6N2f5ogLYUGXn5li729EzZ2PsbB6asEYQeVxPT7x/SGr1Go7rC322I40Hxqs01zEFPLpyQdSqG1wrEEWUfy2xtHNPsjXSiN0iHJuT6Yf/Wxn+XV1ueIQh+tLIQ00EuRVs0e9DQ/vh1Tzkv+/Ese3/FWlw9cd/j6ZzP8/e96iv/lj73nkQDoPG38wxTyOu3JMc3KkYHJjcp45+ZKiIvbMmvh7PPR31rDs5dW+ck/9z/yfV/8Nt47P8H7l2f4P/7Q11GrtPk3v7zBvTt5GicZ6sc+t28V+F///Rv8kw/9KvfvnYCA5ZWKOScpNf98Jcv7r0/zRXMVJhJBKeeyvFohl3c4H5pZlsVf/9q38NblMtaoOpCGvVKAY8fIUcCtBbGVMLSG/PD2L/KPPv4rfPL2BlEUobWmJp/inSsHj12mAnj32h6Hh1UEgkgJrk9pCjkH33fxXLAsB9+rcvXaJJ5ns7fb4vb+Bv/0Ez/Kqzvt8dhA0+vnqJROzXpQgiBUiERSKcqxSPVJc5ZZ+zJ/fX4Bdg+IhuGb9kmc75Xzsw6eZ7MwU+DPfcVV/of3rPLSlUlemCvxgctT/OUP3GCpkmV3p8V03qPkO3QDE5hIafYfRYooMUHT2oSBwGWzDnNzBeqnfXrdCK0NtHbn4Lc4bdxF6QTL8rAsh5zuMqsOmA4sFvNlbFsipMD1bCxbGF0hNw1W0mNSWtIPTE3XsPON3GdBJiOxLEGQVroF5wk2zqpBAFGkxvdFpUzPo1KGfS6fd8hkDLOb61pkfQfXlRRLhpTBcQSua5HxDRzTsQ00O5eXLC7nUIkmCEbZkzMzBAd5hoOYZmPAiL7bcS3m5ovs7bbT35nEzsxsgWAY06gPjIaO1hSK5vnb7YTj681xTCA0MWV6b+I4YXIqZ2Bx6XFXqlkuXV4eJ5b8rKlu9npdBoMQ2xpB2c7m6vy6SZIIx4lZWDBi5Kcng7GEhm1LqrUsjfqAMEzGvxfC9JbVJrKcHvcZ9KP0vBmI5MJCkXzeJY5HSZUzWLEQ5tqUUuG5Ib63D07A/NIK/X7AK5+9h1YO1Vr+8Yv9iT2x36P2JAj6PNgwNsw21bxLLuPQ6ZpspOPZRHGE7TgQ2xQKxQsOO3DOwYbj42NA8PQzz7C4uEiYCprevHmT7e2dlITA9C8kSpMkCjdt9J+YmGBmZmasDH1ycsLp6emYBtu2bfL5PE8//TSlYpHf/q3f4tOf/jT7e3tsb28/EsTYts3i4iJaM9b7OW+j3pv9/X2iKCQIggvHNLJ2p0O73bkAk3v4eysrK0xOTnL//n0ODw8Nq5o29Nc7OztorcjlcmhtxDCNEyFxXZdqtfrInBpmuEVs22Zzc5MoihDCiLJms1m2trc5ODi4MM4zSx3RVJzwfJPraMxKqdQJ1zi25G7nPhrFVC3mrVf7CKDdk7S6Fo2OcUJ+/7uKfNXbZpicynJyMqDTCR/Zfxgn/NorXeMoWaTBC6Ag6SvCtqbXifnqd84wUctysN9lmEKFXNvM2eOOyDzINSvVEl7GZn6+SLMxpNkw1RIDprGQIg2EhLgQDGl1li1+2NrDPHHiYOQmNO1+zGdu9oh7iqAeE3Vi4l5C2EoITmOSQCMsjZM3QokHx7fodI9BZXDsLLadwXXzWNJBiwOk3eL2zWNubbSIY00wUPT6Ef1+SBCEKJ3gu5JhlHDcOR+sKzQheycG9vThN27iZIZGJ+PcoQgrZOQhvtxQfP/NiJ/YSdjUmm7B4fd9zbPML089Zlbf3EbiseblIoRtIHGcOUiPTmUaWDzm/bPKkenf+ep3PMdf+9av4c9/01cgvIBPvDxgOLDJ+BGZbEImm+B5Ef2uy0c+3SLjS1ZWqvjZi4KrUZSwt9vm8KDD9EyeufmRSOSj57mSc/m+r7rBQtWsJUtqbCvBcyLsNJuslSSf6xCXdihn2+QyQ/zpPX5p44P8T//uJ/n+n/1lZsp5TqOQb3jmPkulPhk7wbcT1io9vuH5u+z1NK6bozGEgqd460KERqNURJwEJGGZ+flZyhWf+cUS6527/OL9/8RWI3pk3J1enowXUSo008qrIIyh3tTEobkX/eDbJvhzV8t4uSxWOKC1sZ1WPvV47sex67nr1bJE2qAPnmPx/GKFb33bIt/y/AI3KjmKvsvcfJHhIKZVH/LStSkSpWkPDPOA41gMwpjjzpC5ss8LS9X0HEOpnCGbdTk86KCUots/oNs7xLYz2HbGVGGwUYlHFAVYzg7zczNYlkeigrRiY40rCkoZRIHvVdAI+oGFY5nr+uyQlKn0qnQQKSRLngvOR2vXMFIqwjAhihRBkOC6Fq4rsW05hruZ/ZtKchQp4tiIvebzDo5zTosn/bdStZiYdMhkZZooOgcaTp+TmYzN5JSBj4VBhNaGgKRay+F5Ngf7Zs6UMt+dns5zdNglCs0atVImxOEweqiSpcdjmp4ujFlARyalPf5+LpcnnzPBQxCENOqNcUAzCoTOU93rtOcxCDvMzFbI5bI8eLCNTnxG5C6lcgatNa3mcFw9Gv2+VHJxXYvj477ptRrtRxq9uiTtvzKJNS4EsLY0/UGuE+I5+3h5zeLyEkmSEAQRjlV+5Fp/Yk/s97L9NwVB5x3ZJ/a7t+4gxrYlEwUPgebw8JBcLgt2TBzH2NrFJjO+cZ43rTWnp6ecnp5ydHREoVBgolZjamqKq1eu8NRTTzExOUm702Zra5MkCpDSMDkNQ0WcBiflcpkwDBkMBvT7fXZ2dpBScv36dcrl8rhMb9s26xsbtFot3ve+97G4uMjJ8cljKzm+77O0tDQWaz3/UBoOh/T7fVaWl6lUqnS73Qu/HREm7O3tMRj06XS6j62+aK1xXYennnqKbDbLrVu36HQ69Pt97t27R7/f58qVq1y7do1Op8Ph4dH4WB7Ovp/ft+u6LC8v0+122dvbo9/v8+DBA9rtNjMzM2xvb9NqtRhpXDwyLngkADo3aDMXGsIo5qhroGiWgOevDvj6L2ry4tU+1xYHPHelz7e+VOer35EHISiWPEplj6PDPsNhwvmw5TP39hkMwXU0XkYbClSdOibp1zJ+wvvfNsXEVA7bsdjb7XCllqOScVMonLiIYUmzpZ4b8Mfe+hTdfoR0Laam8uzvdel1YtA2WkuEtrDGTrvZlGML0wMgI8rZ9iNO+jD0iJLM2EHcqw8I0yZ0tCYZKuK+QoVqHAcIAeWJiBtXpshkG1iWQxwrer3QUI8rjWW5gMLz63Q6Ad1WMGaXMoxmkigy4o9RorDEuUAwfQ3DkD/9rz4KQGIZgg8pY+MQp3MkJUhnOO6NGCTwuTb0chW+7Sueo1bMjheEPvcard2HA1mBRAoPS/rI9CWEj2DkRIkL3x7Byc5v5nEVPRN8R8TJkET1SVSXOOnzv/3Cf2DQs3EzsekbS01aAseN6bQ9fuyNT6cECGdVx34/YnOjSbcTsrRcYmIii7TkY/c9+o3v2PyJd13CtROkleA6CVKewX4sO2R+eh9EQqTstNdHE0uFrJzS7bY4ab/BzTdm+dRehktOj/cVWrwn36bq1fnEepGbr8/gZrJcqtn8/hsdKl6HKOqhdEw2M4NQl3Eck1i4t/sZDuKbRCSPxYFrLdnaW6SQ7zI/s0Mu28N1QnKZAV+xnN6LlE7HbiNsC91t0Wn2x8f0O5kaN/afnU/ft1GJIgxisjkTCB0fdXnHbImvvDGDAI67AfVBSKg1UxmX73j7Chnn7P5rWYLJqSy9XkS7FdDpHqBRSGmDNrCzwSBCKXCdDMgeyIhibjElZjCBvdagkpg47pPxyvjZOfqBRXdo4bnqQiVIo2g1A0CRyz1eGPu8SSno9Uwg4fum8nSx+mHIEYYDUyFyHInvWziOCZQQBmor5VnCBZFgWVCreTQbg7HD/7DVallAc3TYTeG65l45M1fk9KRPtxOMr8vqRBbLkpye9tFaMxjG9PvhuPdmPNZIGZgckC9eTBZIKbFlke2tgzHhz6ivNI4jTk7qSHmG8Dhf3b2wXnSMlAPW1hbpdnvs7JxiW+b+4joW5YpPvd4nTtlD48ickyhSVGsZ+r2QvZ02nfYwnRtTpY+TBEWCEAki7cN8+GVJhWMH2PYR+ZLDytoqvf6Q27d3HjvHT+yJ/V61/6qeoF/8xV/kx37sx/joRz/K9rbJgOVyOV544QW+8iu/ku/8zu9kbu5NWJCe2Nj6UUI2I8hmHDrtNu1Wi8WlaYZRkyRWuJaLn8k/FgqXJAnNZpPDw0NarRbXrl0bExdIKclms2QyPhMTk8RxRLOvkc0+QaIYRgm9nglcXdcdQ+m2traIooi1tTXm5ubGVRylFL/6q7+K7/u87W1v4/j4mFc+9zleeumlR45pNM5Rj8329jb5fJ5SqQRALpfj8uXL2LZNEIY0Gg3iOB5TUAM0Gg2GgwFra5c4Pj4mk8kwNTX5SMCllCKbzXL9+nVefvllPvvZz+KlAq0jXR+tdSqkuoXvG6HYx0EP9vb2qFarZLNZCoUCKysr3L17l93dXXK5HNeuXcP3fba3t7l//z43btwgc043yGSdH3VuR5+ez8wDbDXaHPdHzbvmgVwrJdTKA9AaKTS+o3FsA6+QUjIxkSUYdjg86DK/UMRNe7Bfv3M03q6U4Pk6fcibx3UUCwoFEwA6jsGqb220aB8PeLqcpT2MaIeh6UUBlDIsT64T8Y7JGX7gxx+wdzpACsG1pTxvXS7gbHdYu1w09M5mNs8drsCSmkwmJXXIdLDaVWI9qhYYLZ1mr0DO6+C4ApHSdmv9uHqCmULpQM3t04+HQILrukhhE4ZGtyYMEyxbopQmGDSp1S7zjNbc7gxIBPiOBZq0zyCkPYhZm8wzX/IvBCh/96d+hTlpbolamXDTzfYIemUDibNG9PAg3YA4dHnfpXn+9JddwbXlY8kyxofxEGTt/PoxwrHaZGWRgHxsZDNyNE1y4GIv1iOZZB0ZDScdjFnfQNPqhGg8HiqGAmBZmigS7NW7bB00mU/FYkfijNmsw8JaBdez3uQw00j4XCfYs6vzLOU/y0bXI4gsLJmSb2iYnT4g48SoOBV4RKOFJEoscl5EU/aoDst88Y0eb8/YFDMxhqYd2kMXcVRgvyy4Mqv5v3/pezmtH1BvHFIqZSgWpvDcCruyzfZWgw/feYXB4D49OwANlXwPIVTaE3E23iSx2dlfwnUCPC9gtqj4vstVqvkCm6EJKCJpIFW2YyOIkWNOxrNs/Pj/TKkEnQYjjnuR5MZ1LSxb0u9H5Ase5YrPYBCxu9Pm992Y5X1Xp3hjr0UQK2YKHt4gIWoOSSZzJjhI5zuXdylXMuzvdchVonEQHgYxcaSwXYnrWGgUSRKgVEy5dJVERXR6OyjVRwiF0jZZf4LZqXcANv2BJIwFs7WEjKuQafAfBhH7e11qUwIvIx+9dtM3ksQgEJTS5PPuWFvJJJNMYihRmjBIkNIw+NnO4yPrkY6WHJWcMXpBhZLN3u6AdmtItfaoqLjtSGZmC2xvtShXMmRzZr3l8w6Fosfebpu1yzVs28D3pmfybG400Rp63YhczqVU8s6oPbTm5HhwLni5uD/PLbGzVef4uM7Vq2tkc4KZmWnu3r2LUorDo2O0uo4QtoG+jqZMnL9+jIVRl4mJKSZqVbY295iYfArPc4l1QKViWO06nYBiKcPBQYeD/S7ZnM38fJ6Z2RytZsjWZgvXsyiXvfRcGMitJkIINe7ZHKX3Rscjpca2B4TqgGxhnpWVFd54/fXHnpsn9sR+r9rvqhL00z/901y9epXv+q7vwrZt/tJf+kv81E/9FB/84Af5oR/6IV566SU+9KEPsba2xp/8k38yhWk9sTezIFa4joVrWxwemqxdqZqjN+zguR46crCkPYaqnc8g27bNlStXqKUNucPh8EIfkNYapY3ejGnmNzoMGtOvkSTGiRhVYvb29mi329RqNa5cuQKcZaxH1NRhEPDyZz7Dyy+/zHPPPYuUkjAMH1sNklIyNTU17rEZVQuNI+6MHbhGo0Gz2Rwfl1KKVqtFsVhkfmGeublZtrY2DZvOY2AOSZKMBVvr9TpKKS5fvkw2mx07i9PT00xOTbG+vs5gMBgfExgNI4DDw8Px+EbEDJcurbGwsMD169cpFApjqm/Xdbl//z5JfFEw7nHje1QwMoVn2IK9tktraJNzkvEDyIwBsq6iMbBx7DKjhmTbEUzPmAbm09M+Wmla7QG/+VoP19XE8dnvLQscx8DjhIBLc2fnKJOxmZjKUj/p856FKn/kHSs8NVPGd41H7Nqay1MWX1Kd4eO/2ePerlkjvTDmE6+f8sO/usPdgy67Ox3iOEETk+gQrePxc3vEYea6AscKcOXwEYe5PcgTJh5aQzFj4+Q1OjkPtUm3lZhjcHOarT2HSr5g1NZ1zKiZ2HEsXM8QR6hE4ft5rlyb4P3vWuLpqQLtQUSjFxLECcM4oRMn2FrwTN4nikzmOG416Ny5xR+ayfKn32aiuy+tlIgDD9sNyeSbZo3GNiqxzCt2cR34I+9axnNSKMzYiXlzM5Uhfe6l0CN66jRwGYnIvskWGDE3js756P2zbY62N0irQH2UDlA6xLbP4JuPG5sAtBD82R/5LD/6658GYHe7RaXqs7hcIuOnTrx4qEZ1Lot8foODQcS3XL3KC+WAcm6AtBJsJ2Sq0mah1MdSFl00Ao0UKu3bEGglcXMDokiwXBlS8BSNvqTet2j0JQVP8dLlDm9zYj6xfoyUkkJuiiSYIxzMkvGqWJakNunzA595lVb7PlKM1pjAsmCq1ByNnocXaRh5vDCzxt9693Wq3lmixnUtwjBJKZ01lm3h59yHILDQ6x2ws/sx7m38J+5v/QJH9Zex3T7BML4wb5Ylyfg2vW6Y3p9gajpPJmOztdWk4ju8dG2ar3x6lrcsVlheKhvRzP0O5wvlUkpmZgpYtqDfcVBK0x+EhlDBt1PRU4FKIqR0ECILWlIrv4WFmS8ml7mO1GvMTb2b5fmXsKw8J22b067DbDUk6ybYlkYIs9P9vT62o5icNlTMZwdl/l9rU5kIQ3Nv8H0b25GoZFQJNKxxI3ic7UgcV+K8SQAEBq6VRCbppJQeV4McF6o1l4P9DmEQP3R9mVex5JHLuezvd4hjNRYVnZ7JMRhENOr98XZzeYfZuTz9boTv28wvFJDW2X20045oNgOmpnLjYxlV0hw7Q7cDGxu7TE1NsrBYoT84ZGZ2Cs8z/YmnJ6cMBjG2db4adHYPP38Naa0J4xara3MordhY30dKI6Dqehb5gsvOdpN7d044OuyZ56s228sXXBaXiqyslSkWTbXs9LhPGEZoTBVvVKlWGmJlkWhrDGuWUhtonDtEy31ylSJzqQj5E3tiXyj2u6oEff/3fz8/+IM/yAc+8IHHOr7f8i3fAsDu7i7/+B//Y37kR36E7/3e7/3vO9IvINNCU825SBKOjo4olQooe0gURbiiiC0yJEnCzZs3KRaLLCwskM8baNwINjZiT9Nac/v2bSzLolqtUq5UyGQyKcPUCGdtHvIKKJXKgIEydrtdjo6O8H2f69eNHsp5CFqSJDz99NMsLi7SbrWYPD0lnzPkB5ubm7z73e8miqJHjs+yLJaXl7l16xZbW1usra2ZClAQsLu7y+npKcVSic3NTTKZDPl8npE2ku/7WCnRQhTFrK9v4LouhULh7OmQ9v9sbm4SDIfMzs5yenrK3t4ey8vLY/0gKSUL8/P0ez3u378/7nVqNpvcv38fgOvXr5PL5cYPIcuymJycGgdFI2fUsiyKxSKNRuOcu6TPnH89YkVTF347ouUd2VylTCUr+MhGhfdfqpP3knEeWgOnfYf91iSdTmiyj8LQ0WZzkpm5PLvbHfysyy9/coteIFiYjrm/6xCGAsc2wqhJAlEk8H3NN71z2Ti8QhAEMc36gGzOaJS8dbnMF63VOGgPCU7gf/+Wt9PoRvzNf30T2xYkQnPcC0wQrTW9VsKP/MYB3+1JCiWoTpoqxrgFYpxJNF5QPq/INXr049yF9RElFoky95F2P8ItQTzQJIEwsDgBKAPTc4oa4Skq5ZAEQT47T6N1j0ibDHfGdwzOXSap6Oh0GnBbfNu7Vvj5T29zrxfQCWKkFFyeyLPm2KyUDGlD3GwQ7G4RRwn9WBFHgizwpdMurf0JXlV7ZIoNLCcg6BVJIg+EwnaH/L0PfBkzJZ9H7b8cCJl5Gq0iBTpEKxstpYEaikz672hbZ/+Khxj5zuBxCUqHY8FTo/cTojkL2r/kmTXu3TsgDC28zEX4UBgamNxpOw+O5D+93ONt74e5hRLVmv9QwMWFQOh835LWkCSKbidkZ7tJuVDmm95+lQ++fJNSQWNJiZOUuJscMLQUYOFYMSBIEsO1bJxUk/X3LMVBS+KNAjgEjYFkIqeYL/a51bX5P3/lAd/1ZWssLJbZ3KinvSB5/uYvfpLWUFLwQ8LYoyBtesrAn64v7RIlNvVO8cI5swT8/itTfPN711DDHrrTRKfVccc0xxAOIzK2xipXkM6IOdIImTYOXue4fROlEyQSjaAdraPFHs32daamLyFSBWMpBbmcm/Zv6HGfzMJSmft3Tznc7zI7f8YA5mVsFpfKPLh/Si7nUq6cnRfHtVhYLHHvbp9EbmDZQzJ+fuzAKxWhdEzBX6bRUWTcmLxv4zoFapUsOT+hkM+htEV3YHHcdJmuRlTyMbbUCBISlSbROgErl+00qL643rWCKDb9PxnPGpNKSGEqLYN+jNaGOU5aAj9zVpYcwYoftjOWUE0YalxPGr0uEoSwmZrx6PdiNjcaLK9UcNLEzijYF8D0dI57905pNYeUyybZ4bkWtYkshwcdcjlnrINVrviUK+Y5OtK+U0AYJhwd9pmY9PFzNo362Zo3BCIF7t/bwHZsLl9ZYBieGumKUo1yucxgcECv1+Xw4JiVtTJR3HvssZ7v84njIdlclsWFWTY3d5maqlKpZVGqy+RUniTu4Ho2s/NFojBGSkP7Dabq5vsOuZzDxJTN0VGLRj1CaWVEsLVEaSMfMCKOkFJgyTgNhMBU33sE4SbFWvWR8T6xJ/Z72X5XQdBv/MZv/K42Nj8/z9/7e3/vv2lA//9gnmUxU83SajbodrtcvrZMd3iK1hZSu+RyBebnF6jVarz++uscHR0zPz/H3NwcuVyOZrNFr9fj2rVrLC8v0+v1aDabHB8fc3R0hOd5lEolyuUyaPesbA+EodH5UCphe3ubkQbPSED0cfC7UqlEt9vl5s2beJ5Hu9Pm+eeeJ4qiN9UQcl2X1dXVVPx0l2KxxPb2FnGcjOmxNzY2uHv3LktLS2Nq6iQxWXBTfZkjikLW19e5evUqmUzaDNpus7W5iRCCa9ev4/s+L7/8Mvfu3aNQKFCtVseBkOM4rK2tcevWLTY3N3Fdl/39fWq1Gqenp/i+/9geofPvBUHA1tYWjUaDleVlrJSI4dwvgEd7Ah5XEQL44ksz/Oyrh/zszUmuTfaZyhkV8O1WhvrA49tfuMbBXgfXscjmzuAzhYLHxGTCwV6HV9ebaDTDpsvKXMjWgUMQnmUTcznF+5+G2cpMmpkOONjrIi3B2qUKjfqA3Z02y6sVZosZNk5ibCl55V6LfpjgupJGN0QIcFInSgpFqxPz0zePeebptMoIY+jNQ5OIRFPMtzkd1FA67RtCGCer51EpBEQqws4k+NMOUTchagvQAuFp3CLYWYllBSytJiRJQuO4Sqh8kB0s2wY0YWQc6Jy/SL9dQGuNlJJSIcPbpkt801qVARrXlmQ03Lp5zKUrVXZbfbIH27gqQVmOUT9KSR0CHfL7porcW49pZ1o4/gDHNwx58SDHP/jA72O6WHjk3L5pk8xj7GIwlKD0ELTRCJJYCHHmXHMuVB5lng272rntjYIgHaDU0GggcfHa/Ma3vsB/fvknWL+fZziwsG3DqhVFFlIqFpZ67NSnQGhU2ndSrmSQUjx2LZvxn8G9Bv2ITieg3QpIEsXkVJ5izeJn7v4aaq7J5sBjp+UQKYdS5FGyQ0OXLTRh7KKUhYMmQRN0siQZizCR5B4ROhUMI8GliZDNocev3dzgu75sjULRY2o6z9Z2i3/2y3d5MGyjddY4eCKmZmc4SUIirXC05C2rm/QDi82jaaLY5sqEz+9feYZPPmjwt37uNXpJwldNaJ4vJ+ABSYwjNVIkBMohV5k8d24grB9y0rqFRmELj5G4r0gUEUPi5C7hcBk/e0a572cdtNIEw2jcYJ/J2MwvFNnaaJDxbaq1swp3sZRhZrbI1mYTz7PBkdzeb9MLYybzLleuztLtvZ1G+xXipG/QlmhActIu8UMfjGl0bmJJwTOrRb723TMsz+Txsx6xknQGNkcNl0ohHgdAltQgEvr9CLCYmJbk8mmgofU4qEsSlSIONL5vXwiPkvT9OFZkMpZhpzuXaNKY3tWLZ5lz+zCJpiQBhEIIQ9ksRYzj2CytZlm/32drs8nichnnoTXjZw1z2sF+h3zOHfe91ao+zcaA46MeUzOmymIoss/1xQEq0Rwd9Ay0rHKm/aXTyovnltjZbtBsdrnx9CVsp08QBCRCYsmY+YV5Dg4OieOEjY1NVtdmkdImSaJziQzObXf0hiCMOiwsTXByWmf9wQ6F4mWkGOJ5iqWVkglcLCsV8I3P0AraUMYjNZYdk80JTk80USRRysZAb1Mgqx4dp4G7WlYMpL2mKDy3z0AOeGJP7AvJ/pt1gpIk4dVXX2V5eZlKpfLfY0xf8FbI2uQ8i3sbR9iORTZvcdjt4Tk+qm9TnDQBQRzHWJbF6uo8rVaL119/nenpaZrNJrZtU6vV0FrjeR7T09NUq1V6/T7NRpNWq0mv18fOzxDFGksKPFvQbrcB2N7eIQgCFuYXyOaybG5ucunSZXw/80gQoLWmVCoxNTXF3v4+KyurtDttPvhLv8Rb3/Y2pqenHwmEhBAUCgUWFha4d+8eUu6mULPLZDImC7eyssLOzg7r6+tUq1Xi9MY9YgCyLIuFhQXu3r3LgwcPWFlZod1us7O7S6lUYmlxEc/zsCyL69ev85nPfIabN2/ywgsvkM1mx4GQ7/ssLy9z8+ZNtNZcuXKFatUEQeP96Yceeul7nU6H9fV1tFLcuHGDXC6FQKQwxVHG+nw29DwV7OPsy65fIlYOH769xecO8ygNtoSpvOY73n2NqzOT7O602d/vsLRcwnXPqnoTk1nuHXQ46cRYQqAUJO0M16YDtJegtCDnJBwdeCzn5zg67FMoGAG/fN5lcjqL41jUJrMMhzEH+x0WFk3TrpSCfmAgeu1hmglMnZSR/pQAmkHMeitmouYhtDpXGXs4mIR8NiRrdenGpfHnSgsGUQZoo+0QVIjjC6Tl4hTSupKQSAlOZogUfVaqk3iWg1YuYf86E1MdtHWESkIybplKaZWgX2HY6Y/3b1kmWO11AmbniliW4PSkT1sp/tnH11H9Lt86qzlOQFoK13JI0sbvbiCZ8hVfPA2/fOQTtjNYMuQPv3CNr3rubW96bT9qbwZre3S+NDFKBwgl0VKAkAjtjINHIUa/Od9/crYpoW2kcNAiRggLoWVa/71o/9sf/Vr+8n/4eba3PQZ98wgolgMmp4fsnE6Nh/24Hrrx7tJ1YfomQur1UYO5IJu1mZ7JUyxl8Dybzx6+RmPQpJwpUPUlU7mI2wcdPHvAqNE+iFzi2MHSGmlHhIHFtMyRzwbstzwq9qMVZyHMWkosAULRGUQUsy7lapa/9mNvsHXaJLdoAuX9ts/iRIvBMM+al2Mj7BNpAx1yvIRrizvkKTLtSz6+Z/ObJz5Josh5Nh88FuwOFO9ZgTBRZGxJXKiwdSKonYbM+UbXSCtF+/QBCQm2cEft+0agVgscYaGtAc3OIX52cXwcnmthWWLcFzTqDSmVfaZmYvb32mR8h2zWGd+bJ6fy9Hohv/jpLX7zsENrYBIpjiVYqmb5tncuszz/pXR6OwRhG7D40GcSfvlTIZYV47sWcaL55M06d3d7fO8fvMridJHTtsNJx6GST5gsRdhSjwkRwjDhYK8HFKnWzvU2pQLGcWRIDYRgXN0ZrZEoGlXnDTQuDJOHSCJ4TCblDKKZLsn0mlYGGpfotKIUARrHcVhezbF+v8v2ZovFpSK2faZPJIRgcjJHqzGkXh8wOWUCS9uRTE3n2NvtUCi6+Fl7PM/mt+Z+fnrap9eLWFjMY1niAhzRcXy6Hc3O9j4zMxPUJjIEYZ0kRQcMghZLiwu89trrDAdDdnf36HRCPD9LkrQuHLqB5alz72mSJMK2+6yuLvL663fZ3DhgeaWEYMSGqCElOZBSoOQZ+6fSGqFA4GBJF3REHFlYlhz3Q6izXZm/E9M/NtIFklKjSbDtM7HkJ/bEvhDsv5od7nu+53v4V//qXwEmAHrppZd48cUXWVxc5CMf+ch/7/F9QVrBd1BxyOnpKaVSgYgBUZhgaQ/HzpDNZomiiL29vVSIdJZr166xsrLC6ekpu7u7BjaWVm9GNMwIge9nmZmd5cqVK0zNLtEYGK0g35GIuG+wCkCr1aJcLnPt+jVWV1fRWrOzsz0ORM6b1ppCocDb3v523v2ud9HrdhkOA3L5PJ/+9KfOwWAu4rDDMKTf7xPHhvVuZmZmXHkZVWmWl5dZXV2l1+tycnJCt9ul3++j1YjZy7C2DQYDXn/9dXZ2dpiZnmZleRnPM9m4kZDqU089Ra/X4+7du49UtSqVCqurq7iui+d5Y4iGUopGo8H6+voFaJ9SiuPjY9544w0ynsf1p54aQxJHxxpFEXESn4OBXZyHi30aZ1Uhy3Z5//UX+Ma5Nb5iqcbX3pjku997ib/+te/l6vRUKtKXB6053O9eCKYsS/ITn3mVnZ6m7At6KUa+2/HonWTpn2S4v54lYzm87YV5ut2Q7S3T0zEzl08pjQ0UZW6+wHAYc3ycBg5CMFH2iJUmShR2qk+i0uZlpQwTle0KHhyHSJwxU9PjCyCCjKfIe49mD5OUTMIVNvl8C2lFuNk+thdiuzGOF+Jm++gkIVvu8J6Fa9i25Mq1CW7cWODS2vNcW/tqrl36WlYXv4Scv0D9dECpnDE6JVozHISEoWJnq8X9e6fs7bS5u3nEz93f485hk5xjKGERgmGUkGiwM6lTPnAJA5uw4xG3Y1RP8tTM0psGQGMq9EfSuYwagR56PXYraT+P6d8h7Q8yjs15ymx54cX4LMgx1bYQGYR0edwt3s9k+Iff8c3kCjbTqwFTywFDK3sWAJ0fO2eV0RGF8ei6CsOE3e0WG+t14kgxO1/k6vUJLl2pMTllKIiFEGw0thFCIoU0fRNScrni0N9Y5WDjMoNeHgtBzgmRImLQc8l0JshkHVypec4fPDKvGo1na+4dO+wMtuj0LEZI7V/+3AEbe30zK8IQE3xqvwCJjeX0GA59rjplVtwcs47PpMgzJyZZyOZRCJS9Tz5jM1X0cRD4jsV2Yio3P1P3UXOX2A9yuDmfZnM41pVRwwFxEqSZdRMYqJRNTkiBRCKEptfrXTgeaUmyOYdeN7hQHRQCJiZz+L7DzlZz3MMG5jo8FZpfundMoxtQzjlMFTyyrsW94y7//NfvM4gtKqXLzEy8wH5ziQ99JqaQdagWXXzPopCzma54nLYD/uPH94gSi/bAYaYaM1ON8JyUES49juOjAY3TMB3z2QWvtGLQj4kihZXSMCulCcKEMFQMhwmJ0ti2wHVl2rcoU62g3ylJcHautdaoRI+TbZYtcGxJkhg6baVClA5xXMXySo4gDNnZbpvexXNz7TiSqZk8h4ddguDss0LRw/cdTsa00vrC/bzXizg+6jEx6eNlrPFlDGBJC0mR9fU9XNdhaXmaIGimz2bznTDoUJsoMZH28na7XTbWt3GdMuevUbNdPV43+pzsQhT1qVRdZmen2N8/ptMGJ6XaVsr0ySplAsQxDD4dqFKgtY0UGYSwQNvYloNluVjSwxIuCCMUMOqNSmILlZz1y0lpdISe2BP7QrL/6iDoJ37iJ3juuecA+Lmf+znW19e5devW/4e9Pw+2bbvOOsHfXO1eu9/7nH36/ravV2c1VoPlDuykwNgIU4mBdFGVCUllZuDMpKhyEUUEQUYWFFSRQRRUVdoGsoAMV4JNJ7CRkbEkS5aepNe/d++59/R9s/tmtXPWH3Pt7t77ZD1SRGDlHRHn3fP22Xvtueaaa67xjfGNb/Bn/syf4Wd/9me/4wP8brSsa9FutxgM+szMVugHHUzDQiQOhVwRy7Ko1+v4vs/c3JyW3LQs5ubm8LwshqGbxd27d4+LiwuCIEgLIscRYqkMLtqS5iDCNKDsKiySkVCBbVvcvn2bYlE3ZN3Y2KDT6YykrSd/pJTEcUylUqFcqbC1tcWNG1tcXl6yvr5Br6t5zePosKLb7fLgwQOazSa3b99mZmaG09NTwnDcdE430zOZnZ3l7t1nRjU729vbXF/Xx9klMVbF2tjYYHFxEdOyJrSYNGiZn59nY2OD09NTdnd3R/M9rA8aZsv29vZGwgiXl5dsb29P1fGEYcjR0REPHjzA931y+XwqMjE2pRTHJyccHhyRxMNmgZMVrYweJsOfoTl2lsuLJq7t8OGVmzyTq3GzOpM+8HQXdds2WF4tMRhE1K99dCZAsLO9TbtvY+cEDV9Szgi6IbR9SdtXdAJFKSPYWi+Sz9sUiy4Zz6JW09Kvk3PiuhZLSwWajcHwpPjg7QqlnE0cpuIY6F4SSupx5QsWdsZASTCwMcQwOv1kIKSbY0ajiD9oV163lxFszlaYqfo4dgsZSSwnxnIjDCtGBgm5yiVz2Qx3Z5YAzW8vlTOjc4kiyfVVj4fbV0ipqM3lUqygME2Bl7FwXBNBwnX7Lb5+/hb1gU/e7nPtdwmlwhVqtBFmHZ2ldDISJQS71w69sMRnPvgs//UPf5yhc/ToTxjGHB+1CYNHgwi/vZM3bXJC1S1AEU0dY7pG6FFZYiDt32QYDoZwMMRQ2vdxQP4j71vkul2m3i0jxCOkAHOinmKUGR7XF7ZbPrsPGwwGMWsbZTa2KlQqXkrnmj7/RGkFKn1vxYRBgpsx+eCHu7z0bIP5AswEt+iczaOuF1gTNWoVC6wiJ0GCqQxmchIzpf+ZQjGTlXQCg2vfY6M6Q9HLknVs7p+1+ftf2CeOFWFgAtpp70YWv7I9RxQ5ZL0eAxmSRDZWmGHBcSlkLBzHJFYmjhVRykgsy8A0tbM+vARvnHa4f9gil3e5eWuWufk8Z2cder0QlMJSeh6lkshkKDCj51AK7aCGgUkix2hH01cd+v1oSuZZtygwqM3l6XQCTk/aJMn477/+4AJlCHKWqSP9QuDaJrM5l/N2wMv79ZGn/o17DeJE4aXKfioF4oYwKGZt3txv0+n7rMyGVPMJtqmL4o1UCKHVDLi8GFAo6n0wifU6iGNJGOoeQIYh8IOEMExGWRrT0k1VsxkDYej+NwqFaen9sdvV5zyZbR7dCVIRBDFBIOn3E/r9GMPUGaAgkAhD1/7FsSSKFIoYIRJcDw2Egoijo/bo+MM5rVQyuK6pJbPTbIlhGMzWsjSbPseHnREIAQ32T086eFm99zxqjlPm5LhOp91lY3MFwxoQJ+HonAxDkMgI0wxZ31hLKeSK+/e3iUITy8qM7t9JJoKUCSrNVg6zQ0nSZW1tjkzGZX//FKWymENFS8Vo3nWARIxqrJRUes82zBS0ubhWHmf0k0U86g4qiGOTJElFWBgRoJ/aU/uusfdMh7u6umJhYQGAz372s3zmM58ZKcf99b/+17/jA/xuNMsy6HZ0z5lyqYqVLXDVuMRvagpZGIacnZ1RrVZHdTCmadJqtzk5OWYxzfScn59zeHiIbdvMz89TTOtqFFDvJpy1AjBgNm9RtANMw+Lg4IBsNsvq6hqLi4sjylixWGRleZmDw0NyuRylUukxSlwURczOzmLbNp///OdZWFhgYWGBt95+i4yb4bnnn0dKSbPZHNXf3Lp1i2w2Sz6f58GDByPxAmOirkY75C6Li4tUKhWOj4/Z39/DsnS90e7uLu12m5WVFcrl8jjCBaj0wTl0E7e2tuj1+uzu7lIoFJifnycZRg/Tpqjb29scHBwAcHh4yPLyMouLixiGwWAwYG9vj16vx40bNwjDkNPTUwqFwqjXg9JPGSqVCtvb2ximYm4+k1aoj+frSaYj9xmurg6oVkts3ZxnZ6fPyXGXpeU8nmcxrDEY0opOTzq4rkmpnOGfvfEq0aCKk1c0LmHQU6yWdZRZ+zWCk4Fk9bZuBhlFCYWCm2Z0HuHbG1AsuQz8LN02KR3H4X/zoxv8N//jO/iBxDJFGpHUzUoXVhwCobg5XwAsDZBQMJR6FdNcdkMIHMcHGYMxBJISzwkxhJatvlleQxgP6QQd+p0sUppYTkh2PiAv4DPPfjrNYArUiBamv+f6qsfuTh2ZKJ57cYFMxtbzpwTZrMPtZ2qgoN56jaB1xE6zjGWCZZi0Y8n9TsDzRYfIFETKIJESE9iseCSGyZ/+yZcgVBwftWg2Bo9J8I4j94J2y8fL2rgZi0epbu/NYqT0GTalFYi0r0ia9ZmqH1CjudBgRQEWJhkQEgwFUqaqc9M1RH/4Ey/yj7/2awwMB2WqMScm9YVqjg6Y/Pl//ctUvCI/fOMOz84ucHnR4/ysQ6WapTaXw7aNqb1iYnZQCpYLCxy1Tkcd7N2MhZn2GIpUyFy+yovFZ1n5Xg2kpJJc9Tu8fPKQf3rvIV/sZnm/azGbVRiGRErBZdfk9dM8XwnuYR0/z09+eIP//gt7fGH7jGwpw/tnZoh9yYPrgMyMTxJlOO9l+MW3FlnIhdS8mEEENxdgxpXISCtqDgMvCp1lGAqbBIEWRohiiZt3WF4ppf15cgRBzOlxm/W1IhmjjCEviImwDA1AldSgKCHGscr0/QKBn2Dlxw02PU8rugV+jOOMqWT9XsjJcRvLMri+6pPNOczOZmn0Q44bA4qejQn4fkKaGB8B1TdP2nzfrRogaPcjDCOV+I7GoCOTsbBNQRjoQFcuI3U9jBg7u4Efc3TUYmbWo1g2OdoDfyAxLQ2ChDDIF20d3LCHoBn0nTjOiOseZIZ2toXEyyoGg4RePyLrWZhmCqDTDV0LKaS0rlQ13hAC29YZ6uF7Mq6N78fESmLZel/x8jarGzkO93ocH3dYHjX21VmsxaUCe7tNypWQfMHRtOmsTSZjYVoGAi3OIYSeMw1Gc2lbg+lVPugrDo9OmV+oUZ1xGPjX+pltGDoDaBiYpiCKO2xurPPWm2/TaDS5vr7mYP+ErZszRFE/vXbj444EfoSeO6UUcRLiuhHr60u8884OZ2ctlpYLJLIxAm4yDdQYhoGcaFquUtALAim1FP9YhGE6iDek0qEExOm8GfJ/1q721J7av4/2nkHQ/Pw8b731FouLi/zLf/kv+Zt/828C0O/3MZ/UfOKpPWYCtNoZgtdfe5Obt26wsfgc3WyfXC7PyckxURwzMzMzEYWFhw8eIoRga2uLbDbLysoK1WqVs7Mz9vf38TyP+YUFLDfPcT1AGbBUylCxAjzH4fDwkG63SzabJZvNjh6EkEpbz8/TT0HA7du3HxMNGGaFCoUCLzz/PL/11a/S7/fotDssLS0hZcLp6SknJyfMzs6ytLSE4+gHTD6fZ3V1lb29PXK5HLVabXpO0iyM67qsrKwQBAH37t1LI3dVarUa5+fnNJtNKpXKE52uIVi8desm3W6Ht99+WwOwQmFEF3Rdd1QfJIRgdXWVhYUF7cS22zx8+BDTNLlz5w75fJ44SRgMBhwcHHD37t3RGpdKkM0VWFlZYv9gDzdToFCYHpMhxFSu1RAC1/Fot3wGgwGbW8sII2BhMc/Jke4DtLJWmpKJLZZcwiDh7LSL61pkbYVnJoSJIjtvEDYU9xvjiLOZhUolZjt4md3mLLHvUp3xRs7d5HrS2TU1kq09PemwsVXhe+5U+aM/ssb/9KUjwoHEsQzKFRsnJ2iHMasVj6AN/9e/t8tZ3adSMPnYC1k+9nwW1zam1fMQ5DIJpkiIJ4r7TcPHSB2b333rWf7qv7mkkmtTnO2gVPrgT0x6vQXuzi5NHA+0ipH+PePZZDLaecnlnBQgCE1JEoK3ry/41Tff4QOVI6QS+Ek6AqU5/f/mOqRgG6xnHUQape4AbsYlu7aOmcsipcL3Yy7OuxQKLvYj3eEBLMskl3doNwdUq96IbskURJ88CyC9ZkNVpslDKmKkDHREN1VxMsWwGHvymPr3qQyR0Px/w8ikHSYTVCLTrNK0/bU//hL/p7/3TeqRC2Z62FixnBuwtNkAoDHocTFocr9+zAcKt/je8jqrayWKxcxUw9WpcxwGKRQs2quY8k36qkcpW8Qa1mqFA0xh8IGV5ykGOU6OWjiOST7vsFAo8wObL/Dzv3xJ7XaLv318zocLK1iJQZJY1O2I60KTfLjJndoMX9w5oBEl5Fwt4tBKepQrWf7zj/5efumrX+TSukRKD5TgrOdy0RPcne2zNmvhWBZKxvh+hGUmNFpZBoEgCmMsS+C6JjLS5xMmkv/v1w8wvnnInYUin7xVY6bice+sy+5+i1zoUaFGwz4nERECAyV0htcyHOZq7+M8sbi66uFlbUxTAwbHtbAsUzfmzNqEQUy93uf6skehmGF9o0KrNeD0uKUbrA6dVHQgIVQJvh+PAFAcSZpNn4cP6jiORdYSBEFCYAscR4PQIIh1r61Iks1Y1MoO1ugRrvsnDQZacS3jWiws5pHorHGrGeFkDN3M1DRGdWtjGplCTe0EIgX0NgoBSiIQeJ5Brx8RhJp6lyQypVGmDXxtTa0zhEoDcQphqKn7SwhFxjOJQkkUJThOiGkICgWbtY0c+7s9To47LK8WtRgDgnzBpVTOcH7Ww/NszLRHkJuxsExBqvOAUloWfWm5gBBjYDJ5rx4eHqOkYnFxXjdXFkLTP00N1oyUVhxFfYrlWTY21mm12sRxzJtvvsXG5g9jWR5R1E8FDoxRxm/4zNXgywAkUdSlVqtwdVXl4OCEavUOjusRRoMJxkEq7mAaE4GPNGNvDLO8431HyRiBxEAwrPKUUmrcKg0NhP5nV5A/taf275+9ZzrcT//0T/OH/tAf4vnnn0cIwQ/+4A8C8Fu/9VvcvXv3Oz7A70ZTSjJbm+NDH/oQtu3w6iuv87Wvfh2R0tzOz8+pzc6OBARMy+T8/JyLi3NW19YoFosTRf9ZVlbXuHnrNrbjcHh4xNlVl04YM1NwWMxrQYRGo8H5+Tle2ujz/Pycq6urCWdFCwMsLy9jmiYHBwejpqlKKeJ43H/BMAzKlQqe53FycortOFSqVd588y3Oz89ZW1tjc3OTTCYz5XAP+/ocHByM+hRNpv8ftVazmYKWNebn5ymXyxwcHIyobBMTOvpVSollWRQKBTqdDu+88w5JPNGbIwVkGxsbem5TUHN1dcXbb79NoVDg7t27o/ofK5X7Xl1dxXgE5OtzKlOrzXB8WNfKSWNGonb5xUQ3dSGw7Twnx5d4WY+ZmTxR1MeyJvoAXU5HBIdiCK5rcnjY4l5d8ex6H9WOcWSCNyvILwvyi4L8Inie4sX5JkrFfPHkVbT6nz056NF4okhydNim3fZHfz476ZAkkh/7nmV+6ofW2Lqbo7LmYBQEyhJszeYwGoq/9cu7vPKgTbMTc++gzy/88yv+xv90iR/JcTQ3NdeNydjBRI0J46JoBX/va/ucXSxycLJMu12h3ytQb8ywe7LG+VWBX3r9wfS1VsPeWVAqZXjuhXlu362NIuhCQBRF/B//4ef5S//8dXqdNpah6MeCSiZkECmCSNPWIkx++czns1eKrzYY1X54W7cwUxEMIWBmNkscS1qt8VxNrwUolTN0eyGDwTSF7TFL6UjDc3i3NylSuWuZSl2rcQ3DpBOmHa0JWhypE2Y4GEYm/XEQ4vEg1WJ1lr/9n/8Qf/QTkvfPN/ngYoMfft8pydIpJ0EK+BOLOLJIZMLXWve5dAItzfwIABo5v2m9RBRJTo7bNI5jvnfuo1RyRXpRj1bQphW0MYTBR5Y/wJ2ZLebmc2RzDidHbcJQ11IYKJZdh9f28jy7NMOFE7Fthxxm++SLPvV2ltkkh1nOcB1ErM1Umc3nKboZyl6WRq/PF3bu81/+3t9PdFQluEoIGhGyqfj+2x3uLndARCAkhi0JZR8bh7PGLI1uiGULHFdnBtJWXPhxTCeIafsRX9y+5P/+q+/wuW8ep7TVAUlhhmJlkwU2KMgypjKxhU1WzuIY78fL1phbyI8a0A6dXdPUUtmHB03efvOMe+9c0mkFrKyVWN+okPEsZmt58gWX/d0GBcdivpChM4gYDCIs2yCXd8jlbDKejWEZPL9aolB0kUqxVrTIZiz8RNfFaJqahR/E9P2ET7wwS86zECIFMUpT4B7cv8I0BWsbRSw7wUwbBitkKuc9CQhGeZ9RHc9ojSsLKW2k1H22lDQBB4FNNmNjGAqQ2Lam3oZBwqAX4/sJYZAQpbS7KBVf0Mn4cY2aEGIkL+4PkhE1Ll8wWNvM0e+H7D5s0GkH6Wdhbi5HECQ0m/7ovvI8i/4gnqIvDylt49+NEbABrbwppeSdt7e5uojJenNk3NxIaGeYuU1kRBQ1eeaZO5RKJRzHodlscXBwQs6bSwMzanT8KZGeCSGeJIlJVI+1NS1ItLNzgmkWsEwL0xBT8zIc5+i1FK8Oz29y/1FC6Ea2w/LDlNmQKImUIBMt9/7Untp3k71nbP8X/sJf4IUXXuDg4IDPfOYzo+J00zT5c3/uz33HB/jdaIaKCXyfWm2OhYUFHj58yL179/jNL32JYrGI53mjLJBhmkRhxIMH2hHs93pcX1+PnPQkBUPZbJa19Q0u6z47V7op4kxWEAVaDOHw8BAhBDdv3tQgq1bj4OAAz/PI5XKjh8BQ2vqdd97h5OSE5eVlpEzY2dmhUqkyNzeHlJLZ2Vk+8pGP0Go2KZXLvP3222QyGZ599lkArq+vWVhYmBIbMAyDxcVF+v0+e3t73LlzZ1RrM3xg9no9dnd3ieOYO3fvcn5+TqPRYGZmhuXlZQ4ODuj3+2SzKS1JqRElDsAPAh5sb6OAGzdusL+/z71793juuedGtLghINvf32dvb496vc7Z2SmlUpmNjQ0sy5oCZbZtY9sTQEJ/MSAxTMHCQhXf73J81GJtXauQPcm3NQ0LfyCo15usress0LCvUMazWF4pcbDfJJvT3d+HmTrT0vSNv/Nv3uA6Z/PJxR77ZxmOrx1MO8F2BXEiIFRs1AZEaNnj8/4VmZqJ4w7BgaanCQP8QczhQQuUYG29zMmR0l3VD5vUrwfUaln+gxeW+PjNGu+cdQgTyVLJ4/oq4G+8+gALKBccbFtHjIMw4bUHfX7tax3+g4+XtKMPIBSODbVSg+6FB6abcsu1c+THCW8e+ygBYZzhujHNuZdK8RsPzvkPP/jM1OsifRwLwHGsKVAwCCL+7D/4NU5CgZQWlpkwRKeblT5HbZd2aDCT04XqiYRXGwmmYfMfP78GDcC0piKormtRKns06n0qVQ/LehQQQz7v4joW15c9TrshZ20fxxI8s1Ak706P8dsxpSSSAKEMUAaJNNMsytBBmswGMfH/KVDCwBAOigTD0CpVSug1N/098Ac//H185iNw2mnxF7/wz1DCnqL9CCFQ0kKYEb/45tt8cH2BQsYmTrTDa0/UmymlGPRjjg5bRFHC+kaZUnmB59UGu81D2kEH13TYKK9ScPQ+ZtuwtFTgYL9FuxUwW9M0QFlMqB17/OZvuOQ3BphugoxM3j7MsJozsVYiti+vqRVKGMIgjJPReIuex2mzTScK+OTzt/gXv/UWbtagtuby+rHHp+92MUQXPxpgCINKbhars8rdosXLYYdmEOOkks/9tNZrxrHJuBaGaRCZMVfdgF8/qvOZjRq1Wo7VtRLCKGMPZsj2uiAlws0QGC67uy2ur/rMzeXZ3KoyGMRMBonyRZeLiy5z8wUKBRc3Y00536YJq6tlHj645mCvwfOVHDvnHXxDUXEtDCGIEkm9H1IruHz6uUXKWQeZ6Oag/yth8iuvXHHeCHT2KJYEUUKpYFKqmHSDmLxrEcdJSnnsMjObZXEph2npTGIUR4CDV9L3vR5+mq0EhFAjKKRXqIFQFlKZgJFmM3SvJZRkKCJhmhCFEVKC6yocM+0VpRRRrEhilVIpTZTUQG7SHxepQp1pGrgZgZIJ0ggQwqVQsLh5u8j56YC93Sa2bVIouDiuBnFnp12E0FnlXN7h6rLPYBCTzw+fTUOAP86iS6lot0LA5ubNJRwnx97uCW+/vU35tMjG5grlSp5E9lBqqKgmCMIulWqV5557llKpTLlSJutlcWyPbGZAEDaRMsIwkhGdTY0T6CndGKLIpz8YYJkml5dXnJ+VWVgqEARtxKRAyyNZK6X0OSTJRJZOKRLitCiJlFotR/uIkorEABLBoPcUBD217y57TyAoiiJ+z+/5Pfytv/W3+Imf+Impv/3xP/7Hv6MD+262Yj6L49oEgY/rumxtbTE/P883vvENWq0W1WqVwWCAaZrYts29Bw/o9Xq88MILBEHA/fv3KZfLzM/P47guw6dBP1AcNRICqVguO1jJANsy2d7eIQh8Nje3WF1d5fz8nMXFRXxfU99u3bo15eTncjnW1tbY398nm81SqVTIZnMcHh7ieR7FYpEkSVhYWMAwDK6vr1lcXKDf7/Pyyy/z5ptv8v73vY+Fhfmp8x4qwq2trXHv3j2Ojo7Y2NgYCT1cX9fTmiWPmzdvjuSvDw4OcF2XfD7P5ubmExv2jotQDWq1GqVyGS+tpzo4OKBYLLK6tqazW0IgjGFhfUSz2WRr6wYnJydcX18zPz8/POhw4FPfo00CAUr5GEbM0nKRhw807WJpuTCiU0yeu+MWONyvI4RgcbFKFDVG104IyBccanNaqjWTsch4YxlaxzX5ytEpogKffcvixz5yxf39PG/t5fBDQdGVPHuzRykbclrqIFOQMbegVeaueyEZx6SYcWg1A05POhp4LRVTpaeIXM5mabHIyXGbTMaiVM5Qzbl87w13RFf8K58/JpGKnGvg+zGGoSk9rqMd9C+80uVHP1YaRRyHs1UpDjit+/jSwbYibFt72O0gJEom44uCrBVTcCVBLKgPDNqDmEcpYEP63/i6MIq4/qV/9EWupEImFoYRczWwSKTANhTVbMQHl9q8clak0deSvUqZlLIWP/b+VZ5fLvN240kNDHXWqdUcpPK+wwaU494ngR9R74f8s1cOqccJcSosUcjY/O5nF/ihZ+fHTu/oP9/alEpIZIDm75tIaWIY7tT5pu8c3RdKJRNHsDBxwZBpJkn3EnoSSFcKTjttEpno73lsDrSTNIgD/tVb5/TDmNeOWzrTUM3xyZuzPL9YpNUMODvVzSfXN2fIZPQ6dnC4O3vz0W9N7ymBm7HZvFEdOf6xMnh2dsA3VZbvqRnsn+Toh5Bz4c46nFuSOzMhv7qfsDrjEifT4M4yNBXoutfjA88u8puH9ylVNB1rySvwA7c/hOfFDMIelumQd8pcXnTJWR3ed2uWV85aHNT7JFJx1tQZwIxr4fsxpmkQx5JqzqUdxvSyJn4/oj+IyOddTM/DTLPuQghsYHlFcXTYJpdzKBRdCkV3PK9A1rNxHJNszsHL6nqiyTU+lHOenc3y1psXLGVM/sD7V/jX2xdcd4P0PbBYyvBHP7pBJaedeNMyqNVy3B3EvPCZ23ztfoOv3L/mouuTnTExsoJ/+OoRv7F7xR/+nnXKiaLXDVldL1EuOwgjQaqYMI5o9nVQq+crPCehVLTHTvoIfA8pqanEe1rXppSJdjl0CEOpoaqhxEADmzAI6felFlRxdODMdQxiU43uNV3vMnkfiRH1TsnhfSFRQ+oa4Homaxs55hbytFsR7VZAp6MBhmUZnJ10SaR+hgR+wulxlxs3K1i2OZWxDcOETjug2fCJIonrlMnlIzKZkPe9/wZnZ20O9o955ZtvMTdfY2trCS+rA2ZK2lpl7uyQbq/L5dXVqLbJsi0KhRzFYp5SKY/rSlBdQjUYKaWOCWyKfj/k5LjF6tocV1dtdncOqVSfxXZc4jjQQgjjlTN1v+n5GWeUFQolE4bKsSqdX0MKklRAQ0kIpeLs+HFK7VN7ar+T7T2BINu2ee211/5djeV/MeaHOsqDAVEccXR4RLlcJpfL4fs+UkoePnxIsVgin89xdHjI0vIyy8vLo+alh4eH3L9/n1ptjurMDFKZ7J/7tIOIct6iZIUkScTVZT2Vw65w8+bYAdHy1Bvcv3+fk5MTVlZWJtL3gpnZ2VEtjOu6LCwsjDI4t2/fHoGLIAjIZDLs7Oywt7tLpVJhY2ODj37sY2lh6eOenud5bGxssL29jed5o7qm8/Nz5ubmWFxcxHVdlFKjzNH+/j63bt7EzYwzBVJKWq3WlHrbUCQCtNNw69atES0ul8tRSfsRNRu63qFYLLK5uUk2m8WyLK7rdWZmZzEngVbqcY6pgzHgo/BJpE8iAwwzYnk1z+5Og7OzLvML+dHDRgiBZZqoxOX8fI+ZmTKeB71B8kjtCMzWsgwGWtVoY7OMbev6k3/4xWNcL6TXz2PO1/mFl11+31bAT3yfrqGJIsErRw7nbpe8SlBANTPDP3nznC88vKIX6kj2XM7l4/MlPnl3jlptutBXCEG5kmHgxxqIefbIgVVKEYUJByddDCCTsUkSie/HeJ6FYYBrG7R6kii2cJ0EJdSo2NZxFKVMC79fIOOEZBztqDumiRASqUyyluQjS11ulANsUyGV4Lxr841L791vpimAqkFtPYgYemZCwGnX5rRns1oI6YSC1ZJPLRfRDjyUMqkWSvzAiy8xk3cfK3qe+CIynoWU0Lge0HFCAj8mCCLiSBebR1LyTx5ccNILKLoWlbwGK20/4pdeOcJzTD55q/Z4RkipNMIrHv8bADFKBShl6aazUlPdpql0Y5AohDECFpoW4+jA+xAIoVAyHr1/MutZTIMq8onEF/2+JHL4p6+d4NoGXro+3zlts33e4XuXyzxfyjK/kGd2NodhDoEZjzlfQ8W5SSdtWLyuz0jRjiy2CgFvNV3MNcW8DZ0IjqTgfRWfq4EDUhDrDppTo9VCIIqc4xBKn9/7kWU8y+TOXIGsn9C87FFcr5DN50fzN1vTFKlMxuKFj1QAeHm/zv/w5T09PsfEj7QCmpe1sC2TThgTm4JKJcvhXoutm1Uynj2a22EWoVrNMhjEHOw3uXlrFmEJLjoBlimYL2ZwXBPHMem0ffJ5Z2otDKlQjfqAw8MWtbkcg0HEJzaqfOLOHG+ctOiHMXN5l2eXiikATK9XrGlkvh9RLLncvJnnK9dXLM15FFMRj14v5Krj83O/8YCfen6Zl+7Mks2JUfanHwZ0/ZB+KhCh5ZKNcT3bBA9Yi5dYCGWhdRd1FkgIE8VwXKb+UQkKrb4nELiugVSxBl1hgmkqhJAEvsJxTWxLZ8aF8XgeVC8qrYKWXnqE0IIQAgeVZtwdx2NmNjtiH0Dq5EcJ/iCm1wupXw9o1H3m5nMgBFGY0Gjo10A3EC5XshztJwhDEEUDIhEwt5CnVLrBG68/5OL8kvp1g5mZCsIw6LQ7DHxN5fY8D8/LpONU9Po9zs8v8LwMjmNRq82yuFgl47r4QZthDyBd76W4OOvgZkxqcy6l8iqvfPMd9vdOufvMIlLGSMaKhsOp0ef7CFc5nUGRjkNNfMAwBEoKEiRIhd9XBP63oPk+taf2O9DeMx3up37qp/i5n/s5/tv/9r/9dzGe/0VYL0gIIoVtCqIwxPd9bNvG9308z+PGjRt0u11OT0+5d+8epmmytbk5+nyxWOTWrVtcXV1xdXWFZTt04iyXvQDbNqhmFEk4IAx8Tk9PMQyR1gKpKYdnKK6wu7tLJpOhVquNQIs5QV07Ojpia0tnke7du8fDhw9H/YSGIg1bW1t84xvf4LVXX+X7Pv1pzs7OWF5eBngMCAkhKJVKLC0tsb+/z9XVFUEQsLa2xuzs7KhOR0vEWqyurnJ/e5uj42PW19exrVQSVEpOT09xHIetGzfGkXCGvGeJ4zg8//zzfPWrX+Xtt9/mpZdeotFocHx8DMDNGzd07ZUQzM/PMzMzowEL6UNjeEClUEiUCpHS171cpE+SBEila0A8z2Z1rcTBXgvb9pmZzaTOHth2lnq9hz/wuXNnkzDujmhJk/NjGILFxQK7Ow0uznosLhcwgX/5lVNyaz6doEzcy1FZbfPrAwe5VwABbqZPqVan5OpxSlwurmf5wuGppokYGsictH1+uRcws5Tj+xfzjE9w/P0Li3kCP+L4sMXGVgXLMhj0I46P2uQzFvWeVrCS0mAwiEZOYxgrynkL13YRIgAVa+cezUWvlAOueiEGYwfcMsGyY2Ro8Hs2WywXQvzEoB8ZmEKxUgyZzUUM/Gu8zMzwYkwpGU1au68/P8SWw9qBX9sr8sObLeZzMYaAkpuwWVXMl5dYXfwQluU+8XiTZpq65uDkuE2+4OK4Jp7n4JZNMhmLV05aXAcRcwWXONISyZZlUMk6XHUDPvf2OR/bmtGF5CMbFpCJkW/yRNGPVCgBTDAMhDK0ozkFzrWC3lAeVx8LlDIwDQFoyV3dQFVN1RgNt4WN0iwFq0BDNSHRjvxwNGEU41/PEwc5IMKPBNVaHtsw8EyDejfgSwd1PvaDNWZruRFlbyhkMbn3TNdzTJznhI91Wr/CjHOYbpsfWW+z08zQCU1WizGbZZ+HLY+q5RJHCVfdHvPFwkjkA6Dj++RdlxdXV/i7//rf8BMfW2a+mEFKXcexv1Pn4rzL4mIhzYZqSeql5cLUOAquNQqKCKHV7Xxf140kacS95DksLOQJ/JiDgxYbG5VUJXB8BYUBC4t5ut2QX/zKLm83+nSCGANYKnv8yAtLrNRyHB+1KJc9srkxVTiKJKcnbZr1AUvLRaozHmenHQ4Pmty6U+MTN2uj7xnXjig67YDLyy5hkDBTtonrV3xut00SJ8zknFHdh2Ua5E2DbiI5lhEfywmkigiTkHZ/QMcPiWMdmACIE6WpkGpYBZTekcIAZQEWuh+NCUKDoClO18gsdPWXpnzqflICQ5iYTpz23krwsvqeHq6VUcZHDM95dPrDFTZab1JG6Qe1sMBwLJO5ZcMUZEwLz7Ooznjkck56nztIqTg+aoOAufk8pZKLZRtIqe+p8dpNCPwW9UZIxjO5ees211ct6vV2munPsrwyT7GYIZfzKBbnadQ7XF1d0el0aTaarK2tIWXC+fk5l5fXrK4uMj8/Q5y00+cM1OsDfF/TTBEBhUKW5eV5Dg9PmZuboVLNEkbd8VypYTAy7ZslxnvMcN5Mw9ViCSpOYzI6apGI8RyFgcR6lBX+1J7a73B7zyAojmN+/ud/ns997nN88IMfJJcWDw/tr/21v/YdG9x3q7X6IX4QY2QsWu0Otm1jWRa+71MoFLAsi1K5TLfbRUqJ67pcXFwwPz+PbdupWozJbG2OQqnCWSPmqB4gDMFC0cKMW8SJbraq1eRuEAQBu7t7I0GAoVUqFfr9/qgBa6FQGGWDXNdlbW2N7e1tTk5OWFxcJJ/Pc3x8zMrKCsvLy2QymVEhJ0rx/T/wA3S7XXZ2dlhZWcYwzJHAwtCGx/c8j4Hvj6h+k4pxkw6T53lsppmji4sL3Scopb4tLy2z/WCb87OzkcobMBIlkFKSz+e5e/cur776Kl/72tc0+Ftd4ejwCEtruoJSqZyzM0UjUFIhlQRi3bdFDptZ+kgZPEI9QlPKlgucHHWwLEG54mIaJqaR5ez0kFw+S7mSwQ/aE1HxSUdQ4Lgmy6tFjvZaLGVzeIZFdxDDmcKd9Rn0isSBi5Xx8XId8vk+OTvSfVQwSZIsi/Zt/vVReh3T5oUKAYYkTBT//Rd3afZCPn6jxmxuGgBYlsHySondnQbnZ12yWZvj4zb5nMMPfXiBX/iVffwwIeOYZDI2g0HEwI8JI8UnX5rFMiwUCilAkSDSPjyel+DaIa4Vp0X1iqxjk3djFksBi/mIdmCRpI5WAkQqYdaTXDfvs7r4Uca1Rvoqv3mwy872m9RsSaLg2DcwRAYzsTDMGJmYGEZCLzL55fsVVgohC7kE2xL8kY99iLnyEmKCu/hYU85HQIKbMfG8HKvr5bQofOzQ7bxxilTgOhaomDCMMUwbQwgKGYurbsBJa8BadXrPfNQeBQvaJFLp+qChvK0GNsOxP+YFjsatj2FiGBlMJdGOoByt30lanRCCH7v9AX7h9S8gzJT6YiTEfejWt6aOHUnF/fMO5YxF2bEpZmxaYcy96x7rc/k0cDAEQOPPiQlnNn1lao6H9qXdA95fFfzSQYkdI+b2TI+lUkQzMPn1wyoFy+TF5RgbycCPuBAdso6LlJJ+GOJYFn/wwx/gqtHjmwcP2e9c8Ke+7ybrM3lyOYfF5SLHR228rE2lMlbCHErzD4vHb84VmC+4ozGahqZ/+n5My4/JZ2xeXClj2Sar62UOD5rs7NRZWSmRz9sIQ4wyjIYh+M3LFl/cvcaxDIo5ndHbve7x81/c4Y99dINqweVgv8mNWzNYlkG/H3F02CSOJFs3q+TyDkop5ubz9LoRpyct1jcqaVZZjEDT4X6Tfj+iUnFZKSaI1hUNGXLR8fEMgez3wXEJ0obL2ZxD7MfsXHdRIsKPAlr9AT0/Ik7S1Mrw3kx0nc7UWsNESDsFPVZau2ZO1LCNr//0GjVQ6RocZQxJEIBpJOlXylG8RkCquIfOYDxyvHTFTYAAA6l0+9pHv3sMxKfv5UpVq3juPGxgGIJi0WV+IZ9m5h8dv0IJPSfNhs/FeY/FpQLlasJsbYE4WkQIMC2FVAFRNCCIOgShAcLmm9/8Js1miziOuTi/4BOf+Dhra8tsbz9gd/cQfzDHxuYcUnVotTo06j61uRxeVq+dKO6wujbH9XWTnZ1DXircwDIdEjlNXTMMQZKka9gUo7Hrv7kYSgdJkol6ID2fumH2oC/JuO9ZS+upPbV/r+09g6A33niDD3zgAwDcv39/6m9P7hXx1B61OFbsnveYKzv0Ox0qJd1/JooirahmGPR7Pfb29iiXyyNFtevra5aWltJ+QCZSQbOnOGqEREqyWHLJG33CIOTq6orBYMDKygq3bt2i1+uNmqtOmmmaLCws0Ov1ODg44PbtWzjOmKs+lLZ++HCHVqtJHCfcvHmThYWFtK+DYCjj+eJLLxJFEf/4H/8TarUaL3/tZV586SWy2SxRFKUPMa00d3l5yfHJMfPz8/iDAe12m5mZmSfW+wih+yctLy9zeHhI1stSqZQRQlAsFVldXR3VK5XL5dHnRnSQJCGXy5HJuHQ6HWq1GvNz8xwdHg3fOP2ZNAOkFEiVEAR9ksTHthMUGgQpFcETGscJISgWHcK5LHtHbS6OEi4DCfICu9fj0y/cRqn+uBHsE02Qzzk8uzhLRppctq7IzSjO3qrw3PoZ12KOgZ8l7roEvRLdRkCxeMViuconbt5h3a3x87+xg5Q9nLTppZSKWCmGokdRovgHLx/xz98446c/usEcxakReFmd1dp5WCdJJItLRRYW8iyvKV7bbfPyvQamEZNxDAZhwiBIuL1a4Ie/Zx7dC0QDHyX8UezXMsESAywrGjvdwN2ZPlVTS7pKodIoJJNoh17/giQOMK0MIo0+/9IXP8dzdocXi+MGpStZwVfOLS5il5w9oKsMpLR0BBTYa+Y4aEt+6mPrzFdWps556IRNWhQlNOp9giAZUWJKpQymKaZ6XQ3XTsp8wnZMkoFMG4N+p7RlE6TS9UFI3W9FpM1qp+1xz1AIgYEFhguktDghEWLYM2b83o+tr/Lw4oN88eD+6Gid+vRcTVrTj6lmXTKuRTtK6D3SMPbROZ10dqfHOP16ZwB5I+Azax6fPbF49bxEosASsJKFH10y+Kbv83/7ox/mP/5/vMadW3Mopfv9PLe8xPfdvY2Hw1/6xX9CbanARTvgf/zaAf+H3/MMhiEoVzwGg5iTo5aWn88OG/+Oey4ppRv+/tj7lqEJV50AI5W17sUJlhD86LMLFNJrnMlYrG9UOD1ps7/XoFhymZnJ4ma0MMbedZ9vHrcoZGxMpbAAyzbIWC5XvYB/9voJ//UP3WHvQX2UiTg+bJEvOGxsVnBda1SjYppaOfL4qJ1KQ4/7CxmGoFhyWVwuYAdd4rNLQGBnHITwSVRKsfN9MLSinGkIJBLTUPSCAe1+QD+M01oZ9JoS49tSr3YzpcIN5a9NndHBSoMLRjqPQ3rm9EUfrQ0BwhgujCHgUigxBO2TnxmCMZUGu8bHUCMu3PAlE5VmpsDQR5r6rMAwzBEteXw/KxzXIrwasLJWZHY2i2Ea03fVMNOUKHrdiMuLHkGQUJvLUa1mkTIilI3hZBGHqaql1PPR7lxQLq5z9+4dvvzl30qV3napVqt88EMvks3e5cGDfQ4OThj4AcvLs1xdRhSLOSrVLMNHZZLEOM6Ara1V3nzjPkdH12xuVVB0RtnhqSGn62Nq70KlvchshIg0m0COm1zHkSL0JfnSU53sp/bdZe95RX/+85//dzGO/0XZjcUCluMRBgPiKKJQKBAEAUmS4GWzGIbBwf4+QRDwzDPPUCqVKBaLtFotTk5OMAyTQqFIqxuzf+kTJJJy3mYmKwk6fXq9nq6VyeW4ceMGlmWRz+dZWVkZNQl9VP1sfX2d+/fvc3x8wsbGxkS6XGFZFkkSc3HR4JlnnmFxaUmrjE3VYyjy+QJvvvkG5VKJ9fU1wiDkzTffZGlpiYXFRZI4xg8Cjo+OaDabLC0tMTc3T7fb4cGDB3iex+Li4hPBtBCCWq2ms1Ynx+Ry2ZEy4ezsLL1+n929Xe7euTuSAQcNgOr1Ovv7+8zNzZHL6UzWZOPTR5uIyjTkqFTCYNBh+/5D/GDArVs1vKzQHHYed+5GYzUEHRJ+ae+S616ku5onCpVITsUD/kRphbI3rS422bNJCDATg5xt0PMjOu1LymWTEyfLvV+f5db3nlOtmYRxBpRChAFnb9X4f/+F/xSBT5z0Udb+qExZKaYA0KS1/Zj/zxd3+dmPvfTY34pFl8WlAkcHLUolF9MUWMLgP/vxm3zu65f8+isX1Dshs5UML64XeG4hiz2ivqhRPYok1ONEkbH1PAwnL4oTbnsSaUcpJWZYMK0wjISsnWClD3GJ1BuWgL2Dezxrd3GtmCixRhUsAsVHyj6fr1v0Io+cFRCiiGLN43DtgE9sLvAHXrw9cQ0nJ2ZIT9MppyhMaLcCTNPAcU2KpQxx2kRzUpYa4EatwJceXBInEsswcF2LwSDGjBK6YcxMzmWx9C3qm3jSmhp7iRok6IwkholQJkZac/HovTi0MbDQWQJdS6QwjQTQCl2SoaT3OGPzRz50m1mvAMDgapnH6wim7ajV50ZNv7/sfXucmXe7f4Z2d2aJz++e83tnHP7T2yZ7XUUnUcw6BgsZeMcPeLOZ8Cdrs/zI92b57G9cUHA9PnhrFbNl8T/805fZvjpic91EiArlrM3BdY+96x6bs3kMQzCfUtjq132y2dLUXE9SDW/M5tlphnx0a4bXTppIpfjQRpnbhQyLQjAYxGSz+rwdx2RltUy75HN10WPnYR3b0ZTJLx/UGQQxlYxNHOs+PNmcjWkYlDIOF52A007A8kqJd96+xHVMFpYKzC/ksSyRNsQcT5xhignHmpHTahiCmVmtoBme1fX95zgUUNws2bx2HeIZYBrgWmCYECcJiVTcmHW4aveJkpReObXOh88FQZKkvX+EQGChlIkQlqbAMZldHX9uGN0Yrkt9HykgwTB0fZBSEkECIg00pZ9/0nIZSnGPjjycGyUAS4Oy9B5RykTJMQlOX+NhL5/x+OJYcnHeo37VZ2OrQqWSeexen/ze05MOnU5AGCaUShnKZQ/Tmjz/RwJeQlPxLs5aPLj/KtXKPOvra+zs7BJFEa+++hoZz+WZZ7a4cWMRz8vw8OEBb7zRxLFtbt1eJ+t5xEmXJNHKc1HUpzpTZW5+jqOjM2ZmihRKGeJ48AjddAigp4ONWlZf12wZZko3NxIMQgwi2o0BpmmQ8Z4Gup/ad5f9W8P6Bw8e8PDhQz71qU/hed6UE/fUvrV5jomXdbjsNsh6GVzXodVqoZSikM9zfXXFyckJS0vLVKszSJlQLBbJ5/PMzMximCbtQczehU83SnAdg+WyTdC5QEpJvV5HKcXS0hLlcnnUU6hWq9HpdGg0Gvi+Ty6Xm6Kmra6u8fDhA/L5PHNzc8RxzNXVFYeHh1QqFUqlEo1mg7m5uREAmbQkSbhz5y7PPvsc9+69w2c/+1lu3LjJ6ekpv/t3/24NVHZ3kTLhxo0bFEsl/fAvlVheXubk5IRcLkepVHrs2Foi1mR+YYHGO+/QbLWZm6vpWKRpsrKygj8YsLe/x80bN1PglnB8fMz5+TnLy8ssLCwQxwnf/OY3ePDgAdlsFi0XOk1p07VAMRASBB16vQ6DQUB/kMX1vMci2I9aGEv+wdePaYUJ1aw9Ki41HJu9eot/8LWYP/nJrdH9oumN0w8lO9ZO60mnS96IuVO0aD0nOXmnyMv/OEt5ro+TjYlCC9+Y50/9rz+KJWwUYBmwWClw/7I94s0/wtqbvm7pw7w1CKnmx9dVAbM1XYB9eNDi5q0qtm3h2CY/+tFFfuSji0SxxDI13Wdvp87BXoutmxXdUDQN02omfphGahWGOXQ6dCVB6JvMZmIcSxKoEKnAFOAKyFpauMEyM9iWBwJkEvPy/ft8qDwNgEiP+D3zCX7S4+vtDN3ExlCCrCnJmjEfWlnnP/r0c9MO+GNAaGzZnMPWzZlRJLzd8jk6bBHHEts2p47zwfUKn3vb47gxoJJzcEwDyzFo9EIwBJ++Oz8lJf3t2JimNh6sIkYRIFVKixOZRyhHaSR9QnRguD8rlYoqkKQ1bkmqPhVPfZcQgh9+dpHtd3wsYTFZ+/AkCxNFox+Rz1i8b60yleYZZRHeo33o5jz/4BXBZ80mdzJZnstmWBAGrSTh8x2fN1oBVqSphX/q+z/ID69e81e+9BovH7+FYUC5anJrq4iZNox0LIPWIKKVKpzpmkOD1fXyVHPK0TwPs8ITF/kzH1rkJ605lEp03U0sOTn02d+ts7FZIZfXwhKGAeWyRz7v0O9HdNoBg0FEN+1Bo5RWQ0sSReAneJ7QmRil6PkRoh2QcQ02b5YolzOj6ZykLgJ0OyGOa2JNCkqM6LUCGUWoMADTTM8FPl6zeNCKaESKkiOwk5hBIGgPImp5i/WKySCIR+tgmAGagkK6hEcDH0xUmmnRgHzYoPORDEQ6r8N57nVDut2AmVkHw9QZHy2SEjFcb0JpASGdIJq8z8cH1aVnanwLK4HW4zNHP0pqaXktPjIxgWoMDIQg7Z3WotMOWNsoUyi4MJL9Hp09cay4vuoDNmEo2djUa/7spMPuTn2UDZoEQ5PXJkmg3Q44PmpxddmmWq2wsDjP6ckZ/X6fr331ZSzT4tbtZVZWdbbn4cND4iThnXd2WViosbpaw3EjoqiHlJJEdlnfmKPZbLK7e8LzL2xgGCFSju9dmbICRn3aHrFpH87EMl1kYjLo+VQqebxM/MTPPbWn9jvV3jMIur6+5g/9oT/E5z//eYQQbG9vs7W1xZ/4E3+CSqXCX/2rf/XfxTi/q8wQCkFC4Pcpl8sYponv+yOHfG9vD9u22dhYZ/gwHj6Ibceh2Y14eObTCmJMU7BcySDCDkkc0+l08H0fx3GYmalOf69hsLS0NBIGuHHjxojSNmz8uby8zN7eHqZp0mw2qdfrLC4upgAi5p133uHg4IAbE0IEQxuCLSkl9+7d4/u///u5f3+b2ZkZ2q0WvX4fz/NYWloaZWuGlIRarUa322V3d5c7d+6M//5IfcSQ8tZo1JmdnRmJKDi2zerqKtvb2xwdHVGr1Tg8PKTf73Pz5k2qVT0XpmnzzDPP8I1vfAOAMAxHdVbpWSBVhCJAqZBMRnLr9gwnx02azQGVSuZxHk9q/TDh1aMmbxy3OGj0mc05eI7DYBATxwlZz8WMAx5e9jhqDlitZL/1QlHgR5Isgk/N2TzoSuwXDdQdi8aVQ6Igt2LwbNXk977/GXQE20YYit//0l2+9OCUMFGYxpNd/EeCm/z6/Ut+/APTtCfDECwvF3n4oM7RUYf19VLafE9HDx3L0JFNoVhZK7Gzfc3JcZe1taIuDUAhcDCEFiSwzAgZG2O+PoI3D7N8shhiKKhailgCiPQ+gTgRVMpbKb1GEXQuKJnDwubHr0WC4PtWAvItC7N8k/3zFhtzZT68UuPqokevG4yKzqcf+uMo8eQr5kRFtuPqepEkHvbiGH/ecyz+k0/d4ue/9JCjRn9UNG+bgvfPFfnYRvWJ3/HeAUKClKH2RA0TQ+l6n2nq0ZB2plKnbxKUDGW2E5ShwZBMFIihYML0+DzbgMG3BkGgQcYf/MAqlawz9fpkhmJ6vscO8djGwK2Qc5iJFzhunnFqBnwj18MSiigRXLUy2ErxX3zfB5FScXnRw7IM/sgnX+D/9/UDagU33U8l/iDGH0QoQ2CbBqXsOFOlm2zqLMFwLNM0oTRbPMz+EhEnMf0gZBDFeLbF4kqGs5OAnYf11HEeB0osy6BQcMhmbaRU3IkjvnHRxnbNNHig8AdaCS0CHEPQu+jh5ixuPVPC9UCJGE03s5gEunEsaTYGzM3nprakqfqWCYUQqSDwYzZyJn/sTo5/duBz0Y9JYontJGzNunz6dh7HHO/lYuI66aWbis9IRRBJwkimNXBaEEEMtfFHWcVJUKn/lRLaLZ8wjChVLEw7QQzBvYpG1NXJtSDGv47WlK77STOYDKleFiIFZMN/9bWdOM7EMaRSqTymQRQm7O026HZCbt2ZJZcfrhMxcS46U7S/2yCKJKahZd3dtFYml3Oo1wecn3Vo1AcsLBbIF5xUeZXROEwTKhUPfxBhu6BUl8XFBeIo5uLikm63x5e//BWU+ggbm4vU63U2NueYqc5wcnLN6ekF9XqLjY1lanNVEqkV5PL5DPPzC+zu7nF0WGR+IUMiA0zDSLOGej2bpvEYoH6yCQb9mDiSVKo5lAx/uw88taf2O8reMwj6M3/mz2DbNgcHBzzzzLiB4U/+5E/yMz/zM09B0Ldp/mCAlInORiDo9fsYhsHJyQmNRoO7dzWtazJLoYB+INk7D2gFMYYBy1WPGU9Sv+zguu6oKWo2m+Pk9IxcLo/neaMH4zCD02q1OTs7Y2lpafTANAyD+fl5rq+veeWVVyiVSty6dYtSqcRQqW1jY5P79+9zcX7O/IQQwWiMSvcrmZ2dZaY6ww/90Dpf++rX+NznPsfNW7d48cUXRz16Js00TQ1iHjzg4OCAra2tUdPSSWqeIQTlUond3V3CMJyivuXz+RGt7/T0lHK5zDPPPDPK+CgpkSqmWCxy+85tTk9O2dnZ4bnnntM1SynVSCu/6R5AiphszmR+Mc/+boOBH+F5j9dhvHLY4Be/fkRrEDEIE/pRTJgoZrIGZpJg2zamCS6Cti+56ATfEgQlpn60W6ZBEHms5br8kc0M//Ik5NRMqK3ohoO38oKiE5NNgZx2XGw2Z+f5/S/d5pdfvUeUvPuTbvIh+MZpm594FBmh6T3rG2UePKhzft5jYSGfRobHzrVeWxZrGxV2HlxzkbGYn/cwhJHy+jVQMk0HJeSwJQW2JXj9qMBy1efWso/nKBxr7DQHkeDN4yKf+OBY3j2JA6KpyPL0mIfEOCkEn/nwrfHnEknox+zvNdi6OYPrWo99avpYauI1/btlGRimQRgmPEneYLHs8ed+5DneOWtz1hpgm4JbswXa513OT7qsrpdGDsh7s2G0evjBGEWILvo2EcoYASGtAvcouJjOyBjCQhkuKhVJ0BmhcPQ9SSLpdbXD85G5PP+o3fiWo8uYgk+t1vjwRpWxKtzE6NV0FmNctD4NgB6dl1sLVb7xG13mN7qYUmf9hIhpnkKZOZ5ZL9LtBJyfdVhaLvLBcoZ/8cYpzX5EJWtjmgaeZ+P7EdedkM3ZHEuF6Ya838oUCiUSSBsQB3FIPwzoBRGJlIRRQi4jmVtyaNclOw+vmZnJU5vLpetrmpr4gfUqv/rWOfVeyGzB0SILrkm3H9GNE+6WcyzNuCysuERJQLOXUPBcXDuj5yd9ZCul6HZCkkRRKmVGrz1aayUsCyObI2m3CBJdwO95Fs/n4G7ZZKfh081msYsZCq7GA+OA0OMBgWGTYonCD2LqrQG1iollmAzvxcezPuP/j2NFo95HqYSZmoNtAyIBIi3bLuTE14pHb+2pwYiJ9wkMLR+PiValGzZlHQKgYXb0keubzlmvF3K43yQMdXuBJEnQtUTj7M1QQMU0DWZqOfI5h92HEZY1VL4DyxLMz+cplzJcXHTZ321QKLrMzefxss6ojkcIwdxCnmrNQYiAdrvP3sMWS0sLRHFEo96k2+3xpS99mVbrOQb9iNlaguX0uHmrRq1WYWfniLfffsDlZZXNrWVsy+TB/inHR2dIKXmwvcfpqUcmY2AYKs2IKgaDiHbLJ0kkpqUVLy3TQBhi4r4cz1GrGZDPO2SzDv3e00zQU/vusvcMgn71V3+VX/mVX2FlZTpifOvWLfb3979jA/tuNr3pdnHdDI7jaDWjfp8gCDg7O6NarbK4uDhVPK+Uwg8ku2cD6n6EMGC26LJUsqlfHONmMgzSY+RyOZ577jnOzk45ONhna+sGtm0zGSFcWRnTz4ZiAlJKms2mbtRqmORyOfL5/EQTRkWxWGB1dZmDg0PcTIZyufwYIJBS8pGPfIROp8MXvvBFKpUKq6urvP322zz//PPYpvlYHQ5C4Lgua2urbN/f5vT0lKWlpani81FTwZTG1+/3tZBE+nqSJAwGA8IwxEyltbPZLIiUT556YXEcM1eb4/TkdDQHa+vLhGF/JH0tZYRS0eghnMs75AsuJ0cd1jbKumN5agf1Hn/vqwf4kZadbZsRQZyQJJKLTo+KazOb91AqIUmBnGs9DgQnLbYV0hTUch7XQQlXDbiVT7hxy+M8gKt+QE7E9APF18XYMdLX2MAUNn/koy+xMQP/9LVj7l90pmqCjImExFQu5F2882zWZmW5yOFhi0zGemJGTAhBLu+wtFLi+KiJmxFUqto5GtJXkiTCdKx0LIJIgsya/MMvV3lpo88HbvSYLUZEieD42uGLbxcYeEX+pBgCBwPbLdBRMRKBJSSxmq6vsoyEWJo8c/uZqddN02B5tcSD7WvOTjqsrpcRIsEPWgBk3DKTtQzjmRlSbbQYgmPrRrGP2tDJNw3Bc0slnlsqja5LwTHZ26lzftZlYbHwGCf/38aUipAYCKXrg5AmhmEzVrsb7x9PoqQJLEyRAaEwDUkcxdTrXZqNAb1eqClkdon/4IM3+OWHXxvJIz/JLt+J+H/d3+Ef/toRP/tTz3B3vfiu7x2Pf/r/H116rV7EV966JucKLvZdThL9JoFN1rUILcnX36lTRFMTr6/6LLkWf+ADK/ziywdcdAIytkmiFEEsmS24fGKxzM6Da+YXC6nAxZOEWCbqa0SMUjGJigCXRndAkIwl3mMpaQ8CYkdSms2QzWe5OB1Qv+5RKntUKh4Zz8LQqVOytskf+9gGf/s397jshCg0PUnGiqW8zR/80Byz8yYdv083iJFKIpWimjexjCEE0WO+vupRqWRwXGukZJfObHp9032vWCFqtDCIsR0HhEImEhHHbFQc6tUcMZoqNdSefmx/ZpwVM9GZIGlAe+Dj2CaVgoEhhmDgyc2sk0RSv+5j2ZJyxcayFEJoMD/ugzNR+zPJ6hxdnNFAUFJpx31ExxNo6ptWpBs2adVZJMGjQYHhuNqtkJOjDl7WYn2zwvlZl/OzLhnPSmljQ/U4hSEMLEswO5sljhWM6umGa0cP1s1YrKwWqVS0lPnuwzqVmSwzsxoca/ENiWlK+oOY66sIw4ypzJZYWv4QL3/tVS4vtbjRK6+8SrlcIpExQRBSm4solnK89L4bHB/VOTw44Rtfb41YGLXaLOVyiZ2dPQzDYm1tmShuEfghrZZPEisuL3tcXHRHlEfD0EEsxzVxXQvLNnFsgyiSdLu6Ru1pucNT+2609wyCer2ediwfsXq9/sQ6kaf2uEVRRK/XY2ZmZgRMlJTEcYxt22xubmKaZhqN0ltsGCsOLn0uuyFCQCXncGM+R9htkCQJs7OzHB1q0YO5uTlmZ2dwHJvt7W3Ozs5GzVCHNjvRDDWTyWCaJicnJ1xeXbG4uEgul2Nvb4/Ly0sWFhZGn9XUtTl6vT776WcngYh+2CW67mjg84EPvJ9Op8Mbb7zJ2vo6Z2enrK2tPzEPL4SgkC+wurbKwf4B2WyWSqUyPjb6MefYNq7r0u12qVYqKCDwfY6Oj2k0GmxubtJsNjk6OuLG1taU7LVMI+TDPke1Wo2HDx+SL2QJzZC3jg5QKmFj1qOWd8f5AQGLywUO91vs7TZYXSuRSRWhfvPhNb0wZq6QwRAmedfkqhsi0yhjoMAwtNR2exBTydncmsuPzvtJingI8HOS07M2c6UCRDYivMRIBszaCVgJb10kfPaixd/6T/6T0ceG2SAAJXt8z0aF79mo8Ov3zvmbX9jRzh3j6Z+8Cjdm87ybCSGoVD38IObkuI3rmiM1rUffV53x8P2I48M2jpPHyw2bdEI2G9Hq5/ADB9eSCNPAzAM9k689zPPV7bweVRp9dUsGleowyuqhZI5caZ6Pz7/BznWP9dwAW8TE0kipazrr9GbH5cfWbzx2Ho5jsbpWZvv+OcbZMYPgkCTRDRBty6NSugPMkXoHj61T0xR4nkO/p6Pwj3LrnxRJ1SqLLkvLJY6PWnieRaWa/bdyKqYDAgrdt0o7fxhion8QDPvzDMczSYsbO4SaQhlFNvt7bbrdNqVyhpnZMq5rsbcTUShm+Lk/8mH+xN/76hOBUHQW4dgGiVRcNAL+zz/3Jn/rv/wAM8Xp58EkLe5xAPT4cXdPupw1e2D1cLMKVw33AQUioNFXfPPtaz55t8ydZ2q0mj4nx23et1Wh9ulb/Mb9S7YvOliG4AO3K3zq9hwV1+biosvJURuAyigbO6Zr6X8TEAm6WWhI1w8Bl0EUpw7s5PUQ9IOIRClKXoaNm1kGXUmjHnKwr9eW4+paOtMyyAvFH31hiddOWxw2BpiG4tnFPB+5U8SwFM3+AD9KRhSvXhDiWiYFzxgJ0igF/X7E4lJhVLQ/BEKjrBuKfi/i+DzCtsrM2X1EHKESiRKCyLFpF3PEQ4AgSEEFGJInAqHxtUzBm4J23yfj2mQzaX83htmXafn2VsvHshIqVRthJCn9LQExBkCoidDD8HrI8X4w7EvUbUsuL2KyWYtcTtPWOu2IJImJIkUU6c/ZthakcDOm/nGtsTKagmYz4Oy0Q6XiMbeQwzINanNZdh40aNQHVKqZUSYIhG4Ana7DYU+qJBmvh+G2kf4f+YLDZrZKq+lzcd6l2RxQKGTIuCZSSQaDgG43JJNV3LjtkPEG5D2bj3/yI3z5S1/l/PxSN4CuN4iTmCiM6fcTFhZj8rmA1bUC1eptzs4aSCmZn69SKrsYhkDKFR482KPfD1ldmyOKOziuSZJIbtyaRQiIo4Qokmmj2Iiz024KiHS9YxQlBEHCxXmXTtsnip/S4Z7ad5e9ZxD0yU9+kr/7d/8uf/Ev/kWAUfThL//lv8ynP/3p7/gAvxut3+8DjKhchmFQLlc4OztnZWWFarU6RYOLYsXhRcBxM0AKqOQd7iwXcUXEZatJpVIhDAN6vT62bY/65eTz+bGsdDY73Qw1FRPY3t5mZ2cHIQSDwYDNjQ2q1SqGYRCG4ah/0KT0tGEYLC8vs729zf7+ATdubGHbNkopwjDk9PSUw8NDNjY2qVSq3L+/zcbGBv1+n36vTxiGWOn7UQo14p4DQjAzM0Ov22N/f59MJvMY6DYMg0KhwNnZGfl8HiHEiAZ4+9YtCoUC1UqF7QcPuLi8ZGlpCUgBkJTpA1zP782bm7S6Hf7mv/oCh0HEINKUoIxt8r6VMj/x/hVcS0cDbdtgda3IwX6bi7Muq+tlTNNm+7KPazsIbKIoIQwiPCHoSR23HcQxvSCgFyRYpuB3PzOPa01nL57kBCaG4mF8xT/efci8KDHoCo6vfa66fZphQjfT59kbkHFs7Sgwdm6VComT9gg5/q7bc7xy1OTLO/Wp4KqBlhwG+MjmzHg8T1i3Qgjm5nIM+hFHh202Nss4rvHYe4UQzC/k8AchB/td1jZdnIzCNBTFfEDPD+n5RRyrRdYzKLgWyazCKwrCQCJsgbB0PRKGopCxMQwLZJHP/eqXieOYG+vPUvZe5u12llv5AMvQWY8wsXmjbfGDH/ldT4z8gu7l5GZPqDf3sW0Ly3QBRRj1Ob98DfjBR89o9I9AUCi5HO4PCIL4idTI6bkY/16panB4etLBcSzyBfeJoOm9ma5hEyogkVr4wDQyTxyTUjLNEg3BRIQkIIr7HBwcEoR9bt6eJZOxAd1sEyKEgFIhw//0Jz/Fr71zxP/4tQPq3ZCoFRM3LA32SVInGtp9xd//tT3+sz9w5wljeBxbvtv0BZFu1mnbiiQShIFDHA4bKWv1wMPrJiur63iejWOb+IOIk6M2WzeqPPO7Ho9eK6VYWS1RqWanAKz2raWmv5Gg+4IlBFFAux/S9bWYgkoUaqKwXiAwbX2b+WGMlD75TIKXs1nMOyQRhIHCH0iiSBKFOruTMeDjm0Uyz5XwsgbKgF7gM+gljwpCEyeK9sDHNg08R0xcQzGqNdHR/McpkO32AMNQzN+YxXUg7nfx/YBuIhkYxmjyR/Mk0McRIpWif/QCDumUuopHGIJBGFNv9VAoMo6DZQxFEiydjVK6DmjQj5ibd8b0t7SZslCkGa6J9PTEdVGjXxTDxkA6Y2FwdhIQRZqibJpakTGTsSnkTT22QcT5eZcoTMh4FpmMRbGUoVR2abcCLs571OZyzNbG68F1TWZmPa4u++TzDrZjjAGZEBhDYmDK6VUyIUnS64AYAbYxzVxQqWbIFxxaTZ9OO6DR18FMx1UsrVoUihLDVCQyoNF9QLm6xad+10f52ldf4+DgkCRJaDZaJLEGLP1eyPJqiVIpwfUcbtycQRgGUg6I4z7CMFhcKtKoV9jbO6Zcvkuu4JIk7VHTZ8syRpRgHRjUFNhKNUt1xiOKJHGcgqQgJghiOp3g8TXx1J7a72B7zyDoL//lv8wP/MAP8PLLLxOGIX/2z/5Z3nzzTer1Ol/60pf+XYzxu856vR75fB7L0tMfxzGNRoNCQde0jB1ZRSLh9CrgsD4gQVHK2txeKlDMmJydnmEYBtVqhXv37hHHMeVymUqlMsoIzM7O4vv+qI9OJjPmwzuOQ6FQ4P79exQKRZ555hmKxeJo867VavR6/VG2aPjZYW3R2to6Dx48GNUWDQYDDg8P6Xa7GIaBlAmu6/I93/MhfvVXfpXnnn8epRRvvvkmL730IpZpjTIywwedAgyhQVZ/MGB/f59bt27ppqZqrNGTz+fp9Xq8/vrrmKZJrTbH2tqqzkoBuVyOzc3N0Tyq9KGllK4LkiqNaBkD3gpiXr9u49kW8+U8Uob0woQv71wTS8Uf/+j6iDtu2SYzszmuLn0MUSYOBXGo8P2QThijUJimyVwpRz9JuOoOkFIRxpKViscP3J3jA6vl0TV4Nwf6vNfinzz4OkedOn4kuB8c0BnYxAIoKjK5hPdXHP4vP/q/I04GGDiaCw9IGRPFdRThKIIpEPwXn75NydvjN7YvCGKJAFzLpGTrdXhjTgPKd3PphRg2Ui2yu9Pg7LTLympJ98+YOA8hwLZNVtYK7O81OdwfsLxm4GYg4yoqhTaXjVkydhbXDvnojQq/8sYl0gHLMRAiSbMY6Vx0+vyXv/hv+Cs//pP0+wOiKCRXepG7z97m8vg3ee1wh72GAsNkJbfEemWO6+uIbE6mfP3xuADCsIsUJ6lcroswTJ1hNCzCKEzvyQDTfBLlD+0Y2QaN+oDMkv1EJ36qLmPkDMHcfIHAjzk5abOxWcV1zcc//G3YdEYoJpG+JhIZukGlgc10JH6yUD1BqggpByQy4Orqina7w+ZWhWzWHvmbTzqnH3xmhZqd48/+zddQwgKRTJSvaxCUJPDFN4/53//Y7akM8XC8oyzkRDZqPM6x3W8eY7sxgW8R+c7IAdefFSTS4NXDNpmsgxAC0zJYWCqy+7DO6XGb1fUKlvXo9RNpgMh5pHZl2JMmBiRRHNELAjqDgF4/REkxrPdP6VV63ErpjMCw6NwPYgI/wfUibNPANg2cjEkpZ2IZWtggSRJdT5QkxDKhE4SEiSSKdfZH12ZMnCsQxJKOH2CZJrYpMC2bjGdxfT0gm3OekJEFhaQ2l2GmZmvaZxzSB3qGQfwud7kw0myMYuIeHK4dQZJYWgBfOQgj0lkcQyvLBVGHfN4mn8mQsW0tw57uSWGQYFlg2WIqEz2kyo5y/UNA9Nj6Uxp0KAATKQ1kEmOaJtWZDLOzORzXnpKyDvyYbjfAtg0Wlwrk8w7dbkizMeDivEuSaEA8M+s9dr9Wqx7Nhk+9roUnpkaS3kfDzJuUKs1mpcpzahoEDfdUyzKYmc1SqXo6CCdiDDNGGEFamzfMsAW0eg8pldb4Xd/3Eb7x9RzvvLNNGIa02218f8CgX6A/iFherlCrKWwnnKo3IpGYZo/NrUVefbXDw4dHvPDiOkkiRn2upteLfiFJFI5j4jgWtq0AewpYV6vfnvz9U3tqv1PsPYOg559/nvv37/M3/sbfoFAo0O12+fEf/3H+9J/+0ywuLv67GON3nYVhSKFQSKN4gkajQaNRZ2trC8/zpoBBsxtxUB8QKUXes7i7XGQm79DptOl0OswvzI+OAZpq12w2R1Q7wzBYXFyk3++zt7fHzZu6wDxJEk1/u7xkYX6Bge+PvndolmWxsqIzPgcHB2xubo6AmxCCQiHP8vISh4eHow3adV3u3LkzotoVi0VKpSLlSoX79+9TqVSoVCp8/evfYH5+nrW1NRI50eBOak667Tisr61x7949Tk5PWV1dHT+2lSKXzZLNZul0umxubrKwsJgKKYwd0GKxOKKrpB9kKH6QSJ2NO62f883jMwqei4hjun6fRIRIEkzL5NWjBsfNOVarBWw7B8qlb3Xpdg547dVd/EFAzYCTRGFnbBzH1hFFIbET8EOTF5ZL/IH3LVMruLo24Ak2+aDpRj4/99q/5qLf0X3SM2A5gkUHslVJLVvhpz70KUqFErHsIKWu7TCEgxAWiewTJ23df2MIatKH8n/0sQ1+6Jl5Xjlq0g0SqjmHzXwGetBu+1Qq3rtkEYa/CTIZi+WVIvu7TTKeTW0u/wQgIHAzNusbBQ72O+w9DFjdNPGyikI+YRC0uG6XcS3Jj74wz5e26zT7AZYJySM1PkoJts9j/tTf/wV+rLqKEC5RFHHdsJhZ/TCfWHiWjyO4vu5zetxiebnI4WGb+nUvHdvQEU/nt3+BIsZ2PKIgRilNmzGEwDJdYqDvX+K6q0+cB8syqM3lOT5qUSxlyOcfd0KfZELobOLScondnTqnJy1WVsvfkfogVIwSAoWJlCbCMDCMseJZ+iZNS1QhUvkkyicI+lyc16lWPPIjeXT1hOs5OgsSOSzLkI8pDOrzVERJzOtH27y4ent6mO9SlzE89tD7FULQGLSorbTYe3t+CgBNWrdt8C9/64Qf++QqQqRrc7XE/m6d66sec/P53+bapPLHIgEVI1WMH4a0uj69ICSME72PWrpWxbAEuuQqXVNSgyAZKTA0CERoqprt6B40AoFlGlim/j2RkkQpojhBJmpEReMJwhDpEJEoemGMbQYUPYEpBItLOXYfNgmCmNlabkpKG3SvHcNISGREPwxp+z5RMi32PJkWHvZFEjqlgVDawU8ivadKCYOgRo6EZn+djNPEy1wBCsOCSCY02pJePybrWhRyLq5tI2ODZjMkm7NSAKmV5LT2dSqGMDEQoSbHOETkmnonMOl1BMdHAYZhsrpWpFD0RiqhQ1GPZsPn/KyL45psbFXJ5XTGNl9wmZnNcnHW5fioTacdkM3aeFlram+2HZO5+TynJx1K5QyeNxTp+RYrSY0DDSNARNp8dyTyoM9FGONGxUoqZJoL0wE7RSJDWt098p7Phz/6HJVqlddefZ1ms0UYRjQaTfr9AZ12j/p1hVotT6Fo4boGpqXXXZIEZHMu6+srbG/vcXJcQpDBskJMI+2+JnRmUSCQpgJl4GWLOLbH5HNTqhgpY0zzKR3uqX132XsGQQcHB6yurvKzP/uzT/zb2trad2Rg3802lHoegpSLiwtM02RhYWEkhqCAOFGc1AMGUYJpCjbmcswUXKSMqV9f47ou1UqVRqNBv9/HsixmZmbY398fZXm0BKzDxsYG77zzDsfHxwDs7OzQ6/VYX1+nXC5zdHTEwcEBnueRy40jX57nsba+zoPtbc7Pz1lcXJyqDyqVShwdHfHw4UPW1tbY3NzEcRxyuRy9Xm+kvvbhD3+Yo6MjkiTh137t11hcXGR/f18fz3zEWUv/zWazrG9ssPPwIdlslplqdeTQ2LY9EmVYWlwcNXgDTXsTEw92XQcUI2UwEj5QSnP1d67qDMKQuUKOi06bThBMUZSi2OHV0war5TWOD5pcXBzS6/URQpDNZVlanGPjmS0ufuMbXHcHlCz93VGiaA4iip7Njz6/yHzx3RWpHnUM//nONznpNUEpDGFqJ0hIBl6fxLTYqnkU85lUwQ4dFRUBpshiGg6JbKGj/QJTibGTk87HWjXH2kxuNJdRJHl4P+D0uIOXscj8NhQvQ4hRI9XTkw4Zz6ZYdCc+kzqzyiCTcdjYKnC4Dwe7A9Zv2DgulIsBvUFIvW0TJj2uL3zsokGi3h0QnLZsvOcWqBomZ+dnLC3fJkl0bYeSWi64WMxQKntEseLstIPn2SntbHw+UiUIBLajO8WHQUwcJRoIGTrSOSlK8rgJKhWPVsvn+LCVSuSOZXi/lQkhyHgWSytFDvYaXF10mVsofNuUOhiDuXGNxPAPEVKaaSNVA2OolKX/iFQJSgVI5SNlQCJ9rq8bRFHMzGxpRFN7lK42HoMeyLMbRVwb+gE8Ws42zBiUqz67Z7uPgaDx+6a/YAL+jM53t3FJpuC/S4+r8ef//uf2+bFPrqbjFBQKLvMLBcIgngqKTH5vmvthmBlTKiaROvtTb/Xx4zilhmnQo7OGw0zSxLhN/R6lVZbHmVehAYRIaWNhnBDG4zGoNOshlRplkoZzOZTpHjnO6fclUtH2A2zTIOuaFAoWN25VaTUDLYOffk4hMUSMEjFhEtH1Azp+SJTIUZZpWBMznn8xCpRMzlPkS5RUOJ6mtyVK94yKkhwysLGsENfuAhKRZt0iJWn1A7qDCM+1iXqGrt3Jm2mGSqR1QwZDNUNB2rzXGGahNPAbDXIYzFIWpiWYmclSLLk4tg1C6GaxgD/QdNN+P2a2lmVmJovjDimUabZuENPuBBTSmrXdh3WK5QxzczkynpVmbgSlcoZm0+f6ss/yanHiucfoeKCvYeQnJInCy1rj+WUMhNQIzEmk0pnYRIUoYgwjTsHy8P7TN2CSRLS6R7hOmzvP3GSu9im+8Y032N8/II5jBoMBQRDQ6XS5uixQrhTIejZuxsDzLHJ5By+rmJ+vUq9X2Nk5JJfNkc9nkElZP6fikDBMiCNJEMT0BwnnpwOuLkOSOMEwDCzLwrZNXNckTr51s+en9tR+p9l7BkGbm5ucnp4yNzc39fr19TWbm5uPNZ58ao+b53lY1pgacX19TaFYJJfLjbMxSoOgXqA54oWMRa3oYhrQbnXo9/ssLS1h2zaNRoM4jsnn89y5c4f9/X329/e5ffs2juOMQNfGxgb37r2DYZhEUcSdO3dGNTUrKyv0+4PR52x7nPYuFYssLi5ydHREJpMZ9dzp9zVVTko5aso6zG4N64YGgwF7e3vcunWLO3fu8Guf+xyf+MQnePBgm1ptDikllm0j03UzztxoB6JSqTA/P8/+3h5eJjMCaEIIarOzNJtNwijCs4bcZj15k3QLmQIglTp+STJASs1tlqkv0AqaRASAwMDANA2kUgSR4utHr1BuR9jKoVQuc+v2FrOzRdyM0hH1OOB/+/F1fvHlfQ6bA5qJxDIMlsseP/7+ZdZncu9an/KoRUnCV48foJTCGXYJJNX5EhDKiN3WBf0owLMc/XeVoFRCImKkMpDSTyN8YxHrCR92ytkBRhSSOEo4OGixuVXFtqcpbpM2dHSrMx79fsTBXoNbt2fJeI9SJQRg4tg2a+sF9nYVh7uBBkK2xHN8gjjL3/7XR5RrCb3QfAINZvp4f+fVr/Df/Yc/xUw+IYo7JImu1ZBSEYUJxaKLYWraSa8XcnLSZnNrZup8Mo6uFVEywbYsTNMYFQgrNcABXPvdRSIADFOwtKypV2enHVZWS49Rr76VDUHk8VGbjGdTKmf4dkDUpE2CoaFbL1UAUlPipLIw0MdVKtIASPojENTr9bk471Cby6XXTjttT16q47FlHIv33fb4zde7ml5jqFGmIEkMLEty8841Iqk9EVDpsY/78QghkBPfMHQEbbfF8eHs8NV3nYdGN5oeqdBNfh8FQNPzloIfJKiEfj/g8qpHLwhRtsRMl7IwGGVG3nUEYsT6Gn2/blCsdK/OR85bZ1ckSmlBHGHCWNFvfKoqVSObtDCWdPwQ27JwTIN83iaXc0eAWDd5TnRGKwpp9X0GYUwinzx6NcQZk3VO6aTFocRyBEmskMqk3VskiEvABQhBrFxavVWymTp57xJEPJwOlCG0cl4vpHuhyBdslJQUS1oUQO85Q7U7E5AgYoSIRvM8JOYKrHSICjDJZEwyrqZ7qvQk4ljSaGjxAS9rsblV1qp8EwG7KEo4O+1Sv+5Tm8tRm8thmgbdbsD5aZft+9fM1rLU5vI4jollGczN59jfbdLrRhRLLqQgyvdjBgOtGLj7sEEcK4oll4xXeAR0kyr8SYI4RKqYOAlBJBgkWJbWtdNNXIfZxYk8mJIMgiZx/DrF8hq/6/s+yPb9Gm+//ZB6vY6UEn/gE4URvh+ysDBHNlsliQ3OTrpEcYeM1wFlEAQhg4FPo2lyfl4HIZAySQM+40zc8fEphqlFOHRzVYmUGgz7gf/EdfTUntrvVHvPIGiyb8ukdbvdqXqTp/bulkslnoUQtNsder0eN2/eHL0GekuKEsWwTLboWTiWQRiFXNfrZLwMhWJhJGutlKJQKJDNZllbW+XevfscHx+zvr4+aohaqVRYWlrm7OyMxcXFUaYISLNF66Ns0dra2tQDZG5uDt/3R/VBQRCwu7uL67o888wzKKXY3t7m5ORkpETnOA7r6+vcu3ePw8NDNjc3KZXLuI7D7/t9v5/t7W1eeeUV3ve+940aliapY2SkNC7DMFhaXh7R+W7dujUCaIVCgazncXJywtbmJsIYN4BTSm/cMqW/KaWBT5IEJDIcFbWuVbK4pkHLD7BMLfMqpURIRRjrxra220JWBnzs7kc08JE+cVInCJORg7dW9fiZH7rD7lWPZj8in7G4WctjGmOKyeN9W6bvI6UUn33tqyRKYo5Z8noe0siyQuHHukeJPgiaxy+lBj+p4ycMY0Sv4JEor3jkOwd97UQaloE/iDg/67K0XMAwHh/j1JgMwdJKkWCnztFhi42t6qgGZ5zU0xFky4K19Tw7DxNODyOW1h08N6DVzXL/sEdx5dsEiUrws7/0q3xko8IfeP8KrmWM7htNAdHHMU1dGLzz4JrL8w6Ly8XRnOeyNTJumb5fxzFyGMLAcSxMKybwI0ggjrx33euGE++6mnq1t1Mnk7GeSL2azK5Mvy6oVLMMBjGHB00cdxbPG8r8Ptm+PRw9zPaYad8UA5Sc6H+lKXCtVo+z0zaeZzNb0802x4BlGIQYj3V4zqAVx370xRkeXlxwcZElScaOum1L3vf+C4qFmEwyzig/af1P1j4OAyfT82dimr99XxL7MYU+gWmKqeNPm64NVCImjmOaTZ+rRg9pxjAEP1NRg/duSur7UkqFTJgSLZByWF8ICGOqBcH0QZ50YOgHEY4VUM6ZWgRagG6Um2CImETG9IOA9iBgEMbjw4jp4wx/mWBLakAqNb3PtA3S/sREISS4KMNIIzIKhEmCQzeo4Tp9XFsLsSgmKH6mIlNW9Achnf0Iy/SpVlxmaxlyeWuCCmqAEmmWKEEYMj2WgVBZlHRISHQtjdK0T6W0etnVRZ9mUzcbn5vPUa5kpnpxSalot3xOTzqYpuDm7RlyOWf091Ipg+ta7O82OdhrUb8esLhUoFL1KBRcKhWPy4s+pqnrANttH8MQ2I4FuNTmCmQ8nSkxTS0vLqXEj0LdWDf0kUhQEtsEywDLVNgpa0BKpcF2miwKA7AdGDY+VhJCGVBv7+A519x9bp3NrU3efOM+9+9v0+12SZKEVqtFr9fl6qrOxsY6GxtbuK5Nq31FEPTJ5tZ4+HAPy7TwsllyeY9iIUc262FbFoap9J5v6L3dSDNnUoFMBFEkubi4eK+3wlN7av9e27cNgn7mZ34G0Jvkn//zf35KsStJEn7rt36L973vfd/xAX43mpaU1g5+o1FHKUW1Wp1wlvUGOC6sRDczS0GTPxiwtLSIbVv4vk+v1wOgVNKNGL2sx/r6Og8fPsTzPObn50cOxsLCAmdnZxwfH1MoFsm47siJzOfzbG5u8uDBg8fU5CzLYnl5mU6nw+uvv64zMbUaKysrI1CytrbG7u4u2WyW2dlZ7XDmcqyvr7O7u0s+X+CDH/wgSaIFE2ZmZjg8POTevXs899xzDNXiAB1KTR9SlmWxltYHHR8fs762hkjT9Ksp4JuZmaFcLo8izBr8RCTSH0XA48RPH6Jy5HDMFx1uLWT4ym4HAxPT0BztIJbE0mKuHFIuSMgPwKjTH8Qjh/FREwi2Zsf1MY9Gu4evPcmUUkRhBL0+JoKYIU9cjAK1hoBYKfJ2hpztpt85pvZ0OyH+IKY66zHUA5ishxGkgCldUzJRXF8PODvtYJlFbtyoEkUJB/u6F9DMbJZhRu7JJrBMweJikXvvXHJ+1iGfd/RDU0pkonuDjH5kQhQJ6te6Q/1/9+UD9q4j4mJIxonoBe63iPdr6GUKLW/+a2+f0+mF/Ecf38JxTAxT4LgWg36EUvohnslYLC0XOTxoks05lCteeu4Gywsf5vDkKwRha4LrL8jlZgnacHLcwcs6OI75LalqhbzL4lKRs9POSHnq26kPgjFQC4KYo8MmG5vfOgP3rjMzlRESIFIgJM00gyEn+l8FnBw32Hl4zdJykbWNMpb1uLCFpik9olOmFPXrPkeHTZZnZ/j9n1C8cXXA4V4ZGZkUixEbN+oIJ2KGArt1l8OrFquzpTHNh+l7YPp3phz/o4siG7dPOdupfMs0zAfvVp8wJ49ntIYZM0WCErEG/JcdBnGMkZUjp08lijgAy53cg6fpcE+6jyeBnmEIZKKj50oJnRlSavR5LQDybuc0eSJMgxehr0oviMjYIVnHSKlsCaiEMA7pBgGdgaa/YbyL0Mlw4xjNF6PzUmlazkjBpWEJDBlTzB0RRgXoCwQShYEhYrJuE8t8smqYEODkDNw8qASiQHLd6XFd96nVPJZXctiWicIYb/0YKJGkoM7CNDyEWcJM1GgPlypBxjGXF3067YD5hTy5vI1tmxPXR1Ndz866dDsh8wu6ie2kWIpSilbT5/iojQDuPlsjSSRnp12uLvssLOWpVD0ajQH3711RKrmsb5TJ5rSwxs52SLniglD4UaglrMMBURITJwkKpQGTKXAsgW2CbSksU1+A4TpVUiFQxIlgyOyWKcVPpf+RKqabXBOEHfLZeb7nIze5dXuLt968P6K3x7FmljQade7f32Z9fY07d26xvr5Bq9nl6OiEra11NjZm0z0hJJEBMumjkCPGgAISNV7vlqkV+ebEe46bP7Wn9u+1fdsr+pvf/CagN43XX38dx3FGf3Mch5deeon/6r/6r77zI/wuNF3EqaXFr6+vyWazlEolYPiw1c5vxjHJOhbdICFOJGEYUq838DyPQqGIIQyCIMD3fQzDIJ8vIFMueblcYnFxkZOTk6njDwtIQXGwv8/W1taImqdVcappvc4emUyGQqGg362082kYBq1Wi+XlZVZX17Dt8RKqVqsMBgP293W2aEi1K5VK5HI5Dg72KZWK2LZNEIbMzc2xvr7O3t4ehUKBtbV1pEojv2OCNAJwXX28w8NDcrncCKAViyXm5ubY29vjmWeewXFspApJEh8pfU5bTb6ye8LOZQvLEDy7WOD9K2Uy6YMwk6nw4x+4w3Z9n0bbI4gEYGOZsFCNeX6zTzeSIHUPChhmmsZAaJz1GHFLRnPyaBboUadqxONX8OrOEUuOixuZJCpO3QwNruRExPaF2uojjrIekGkI6tcDTMugOuONskHjd2nun65hUJyedKjX+8zNFahf614mbsaiNpfj/KxDxrPI5x0etSGlx/djWi2fZkNTJC7Ou1xfjZ27YUTeMAxMS+hO6zMeB4Mef+WfHY2OZzsOs8U6V20HeLdeY5qq5fcMigWFqRQv7zf49O0ut5ZLCCCfc7i87JEkEsPQ4KVYylBOGxZ6no2b0WvddQpsrX8fne4J/UEdgKxXI5uZ5347QCnF+VmH5ZXSY72ARiNKaVLVmSyDQcTxcRvbMadks4cBjSdhXyGEVttbLvHw4TXnZx2Wlovv+n3fjo0cfRVpCqhAO/3SR6oIkOQLDksrRZaXS9j2o+IJj5wfjPaGJJE0mwMWl4rU5vJE5ocx1BeYm7kgTAt3TGFQE0UWg1W+1EjIv7XHT33qfVOBgSfZSC4fDRoAwiiHRYbKfI/GWe6Jn0Mo/twfvvv4sR7/hvTfGERMFIc0e30GKsT0xvcGaDlnUMhYYFjfKggwMU+CieJ3DSDERKNnmKR3PboHQBIpLOcJ2bL0WTD1XUCYSDp+NKLFgcKPA1qDAf0gpb9NZH+fNObxsfX6HPUZihWGpccuSM9DSkyrj+f40J8jnzlDomuCsm4Lw0hgWPvCZFZxDM6FKbCzYGcgHCScX+rg3fKK7s+jZEpvw0BDAgPTsDFMF1PkEKaBEB4yiYllQMKAfi9mdi5HdcYb7UtK6QBPux1wddknk7HT7I877hE0haoFszV9jCFAKpUznJ912XlQJ593cRyTOJYsLRfxsjZREtP1fcDmolMnklEKeiaInQJMw8A2hyBI4VgKyzL1TClNIR3u/1JBFEtsSwy3dEhfH183kDIk7hzR868oZBf53k88y927N3jzzXvs7e3T7/eRUtHpdHjzzbfY2dlhaWmJ+fl5sl6OhYUFLCuhN9B04slGu2K4jkcoebxGlZDE8eCJ6+mpPbXfqfZtg6DPf/7zAPz0T/80f/2v/3WKxd++I/hTezcbOhVJ2uBsnkF/gOM6E9QIcCyDxUqGZj+k1Y+4arQYDAasLC+nKm2CgT8gSRIsyyKfz40KRIUwqFQqNJvNUZ3PsC8RwMrKCnt7+5yfn7O0tDTl8Azlrvf29kb1QY1Gk4ODfSzL4s6dO5yfn9NqaRW6oRmGwfzCAr1ej729Pe7cuYMQgvPzc3q9HrVaDSN1DDTrRnDz5k06nQ4PHz6kUChQKldI4kTvv2nWwvd9jo6OaLXaVGdmODs7o1gskslkMIRgKc1Q7e/vs7a+yO71BUf1BifNNl/ePacXRKOH31tnbb663+JPfupFoM3hfpvT00uerfW4rlwjo1lMy6CcD8lnQmIVYQrBanGZKerIxLXU1yvNx6SgZgh8Hs3qDed40oag6rrd51kjw7zpcRT3iDWJgnGuB/LC5ofWX3js80IIcnmH2lyOy4se2axNLu9MR4Enxt7vR1xd9bQscs6hfh2k11AwW8viDyKOj1pTMs4yjVh2OwH16wH9fojjWtTm8lqmN6VQmGbqBDHuSaP9Q4Ufxvz3//iNx+4IM0nIZmNIFL1gklY7fhAXvD7tlotpQyXrct2LOOr63EIDfC9nE53EOqqaOmGmabCwWGDn4TVnZx1W10opBUdgGjbl4jrl4vpoHjWdLmBxucjhfpN83qVSfbJi3tAMQ7CwUGB/v8HZSYfV9TK2PXHuPE5lmwSKXtZmdbXMwX4DJ1WlerSB7rdbUzZ+v9Sy2SJB175Eo+NUqh6VijeVYfh2Dm+ago3NSko1EizOz/LWF+f5cG0WO9MDFDmV5bzt8i+uIiKleOu09W2PWSqVlqbowaxkbV7fmeX5F695E2ie56bWsGkrlm9A1rMnxq9G5zl5Xnq+ExQJcRLR6vcZyBDLFePsB4okTjOOjkDGpIIH6jEK6aRNrY1RNuPbu14jACWUriF6VBdkIqYyfS4wiCK6vqDgCcIopj3w6Q/pb2IMnSaDMMOM8BPTQ0oRR4woUag0IS/A8UziMIG095kjNC3KcY0RyBmd04h+Ox5zHHkMgiIKQc67xPYiUIrz8x6ZjMnsrBZJ0BUyQ7VQA6VcJDaJMrT6JTaGEWNho0wL224Q+JI4MTBStbXAj7i46OMPYubmdfZHZ4jGAA2GjAsoV6Zp/Br86b3DEII4HmezWx2fAJ+O3yOIYqBGNxhMHXv4Y5kC0zCwDLAtcC0Dy0qv+Sgzqnf4YeNZJQVxonCGQgkprpbJNGyThiKRA6Jol659RqG4yMc/+QK379zgnbe3OTg4pN/vo5Si3x/w4MFD9vb2yefzFApFbt3epFhYJ4yaDAYtXafE8FmkHhM8Gc7LU3tq3232nnObv/ALvwDAgwcPePjwIZ/61KfwvN+OP//UJk330kh4++238X2f5557nqurS8qlEoViCaWSNCIDlYJNKWvT6AacnjcoeQ5eNoeUCsNQ9HsDpJS4rovneaOojo6GGyN1tWF90PAaFYsllpaWODnRzVCrqfKajk5brK6ucv/+fXZ3d/GyWS4vLiiVSiP6mxCwv7+P67pTanKaurbO/fv32N3dBXS92NraGrOzs2PevxpmLwzu3LnNN77xTe7du8f73/9+LNthCCi6nS67uzsIod/neR6DwUCPQRPtcWyL1dUlvv7G2/y9199m+7pBsx8wdF2KGZOVSh4hDBIp2Lvq83c+/yY/srXKyckFtbkZPl34NL9x+q8Ik3M8U4MrP9HNGteKK6wWltIznKTvTCtFPUrz0f/7eOTx0foIpaDeCfk3r/nceAm+LzPPvxic0EwCNKFCoTAoGzbPuQs4pjV6UKv0AMPrOhQrOD/rsrZRxp6kfgz/qwRBoNXQ8nl3KtIIqVO/WGBvr8EbD6643/V55bBJECXUPJsXZwu8uFJmbaOKl7UxTIMkEYSxAAMMIUmUIIoN4kQglUEUKQ7OB/w/f+NrT7wn2qezPHfzjLfPK5TMGD/KEEaazuVaETmvz+WlFito9AcslPUalBPSyRrojmd6eG0cx2Rlpczebp369YDZWu6JD/lJmmOhkGFmNsvpiRYu8FLVqCehGSE0VWRpucjeboOL8w6LS0Wt+PRtbole1sayDPb3mhimwexs7tv+7KRNO/9aMGNyLkZ79L/FsfXeMK70NwWcBwn/aE8xn8nhmoJOJOknPsJA1yXJ+P/P3n9H2ZbV973oZ84Vd6yc65w6qfuc04FuGkRuEMGAhcBKKGGLJ8lCsoSvNbhPtgSShrk8WU9chSEJSwjbegPZICQN2RjLCIFEznQTmw4n58ph144rzDnfH3OttfeuqtN0y3jYcM+vR/Wp2nuFmdZcv/D9fX/0krQoDnwwRXbxW+5yBuB4OMblFjx0Fabm4OTxbVaWy0SxQ8uNcPwqLzo8e8B1zb772Ai5QhnrwW/3kiGyAJ2aIpLgBdIq8Y792xH9CMdBNMlF/ovZ37+b6Y3FNbJ93vEEKtWZESgG5sdglDWqdGpwvX6BU6UNzZ715HfilFjpofsfmM+nDSoxyIyczTrjAG37Kh1R1DwasOgQArzAQSX2U61DpIzRqcZx5UAEqB9hysdKKclOe5JYjyOExvM6BO4OTmCQZc31622CkkOtEmbwX4ecKECIEGMCjHEy1k+JwEfg4LoO09OzXL16nU6nkeUYwcZai7DksHRklGotsJEXkTO19SON+8bG2HWy24hYvrGLVobDR8YYGQ1QyrC926Kdduh0kqFxliKL/NmZQwqB74PnWgNRCoGf5QIV45rBzKSQCGkgtXlEGNBKoh1T0M8LTGGUMvB8qxS0AKXaRPEFfH+F2tg8z73/Hm5bPc4jD9u84CiK0FoX8PkvfOELnDt3lrvuupP5hRlq9SW0btHtbpOkERYu3h+T/r54S7+7Jd9+8qSNoK2tLV796lfzkY98BCEEZ8+e5dixY/zkT/4kY2Nj/NZv/db/jHZ+W4kjHW7cuMHFCxdotducPHUKpRRj4+PEcZ+HX2CjQYsTJdqtJts7TfDmaMcG6WhcHKKoh61z4g1FkVKV4rguYRhy6NAhzmc001NTU4CN2kxNTRX1fMIwpFwuF4ZQqVRidnaWRx95hHKlzKFD1ojJ4XRzc/O0232yghweKYBSKeTw4cM88sgjeJ5XFGEdlNwQ0MZQKpUZHx/nypUrnDl7ljtO3wEC1tbXuXb1GiMjdRYXDxGGFipVXMtY2l+tIxzf8KEba3z1+hpxS4OQOCX7Mm90NO3eNiemJ4njBEcpLmxbauX77ruDal2SJFWE+0weXP4qO9EuBo3neNw5eYpnzN2HIx36kaBhyMdBkZ3+HxYeYfZ8X+Dvsy/+6tMXOH+9zeVTHneUQ767tMiZpMl1Zb15S36Zw7JOef7wkMOhSLbOjCIpBTOzVS5d3GFzvcP0bHW4lkv2otf65jUvrFLvoisef/Lxc7RihZdFeS7FKcudGH+szAsWJumloCNJs+Ow1XYJfEPJS0mVJEocokQgheazX7/MJ75yifZIDAfUxblCgHd+jtPHlokN7EQeSZwyU07oRQFfvzIHRiCkIUoU3STFcyRHJyvkSmMSKxulOKA/1VrA9EyN1ZUm0m3T7p0jjtu4bsDk2O1UK7ND8yglzMzU6LQTVm7scnhpFNdz+oakvfKQ/7tSCZhfqHP92i7lss/YeJm+4nCwNmw9tTE3rjXQ2hSGlxSC8Yny39MQevLn/H0k9D3mK5qzO5KdVOXkYBlkx/Z4zE/5xLmrvPjkEjcbA0FGa49BG00+g5EjeZpj+KKusd6WbCUxlEF5Pi4e9ziK1BX7+juYi9e/SYpBESUxrV5EMkAsgrE08Y4rkY5lScyLhmptSBONH9ycun3QXsh/LRwU9JXW4YBR30AWwjoPEJbBzHFlFgwxpEnm7MjgbY4nC6eHMYZEaRrdGJ1Z/0W/Rf/6xhiUMll+kimuoZVBpRrHEwjXsmIOttAWLTUD/ZOkaQkH2O0tUS5vIfQGwpgD65/lz5NWHknigytwZIqUtiisNgavBN0o5vq1NseOO/ieROAgpIsQLkKECOGDcSxErhhnB4FgZGQc1wto7DTY3t5md7dJUHKZnqlTrvh7yDZuFmaz+3AUp6wst9nZ7jCSUWYHoUuqUlpJhy5tUpEU68YafBB6Eulk74QsihJ4gsAVhQEhB/Z7SzTgkGqfVLtUSl2kkyAURJFHozfC5GiTwIuyfdqgdN8oovCpmWw/t2QWSjWJorME/jJjk4s8/wX3cePGMR579AyNRoO5ufnC+bqz0+DSpSs89NDXmZyc5PaTJ5ibW0I6Cb3eDlHUROkkixpKjNHZevom1DS7JbfkfyN50kbQz//8z+N5HleuXOH06dPF5z/0Qz/EG97whltG0BOUiYkJpOOwtrbGl7/0JaQUHD9+fEi5FULgCBgpO0yVNU1nku3I5cJamxNTIZ4jSVNb7NFSYVt3kaWztNTTCBgdG2V+fp5r164RBP2cC8/zWFxcLIqhHj9+HM+zFaIbjQYrKyuMjY9z5MgR6vX6UATD8zyWlpY4c/ZsxiZ3aCDfCEZG6iwtLXHjxvI+1qfByIgxmmtXrxJFPRYXF1hZXqZcKuH5PssZ09zs7GxGqZpX1bZvFlv7xxZ9/NLVK3x9eZ1oV4MWyAL5Z190SSq5vLHBTKVGvVqil9prOX6Tbs969o7UD3GousBmd5tUp4yGdSp+7pE3A9fL+8Ge74ZlsJ+D6rLZ42nbbXf4zNeXcR3Bn38+4f/1bMEh3+PZ7gRg4YZtpTmbSJ5TH0drjeM4hWNwsGUCCEKHufkq16/uUqrYGj4wbKw5jkBpa4TeBBvDXz+6Qic1VF2J63oYKQmAbpLy376yTM2box6WEIArDWO1FM+BTmw96dVyQqBj/urzF/jbz15HCHBGDhwqAM4bnxuPjlFxXSZlSEt3eTANM3yOrRriuopEuex0Uu45NMqRyQoG6HYSVlebtFsRly5tMzVVYXSshDHQ7SaEocvkVIWNna9wZfkCg0n/O7uXqVcPcfTQCwbGQuB5grn5GpcvbbO52RkoCjug4haRAavwjI6W6HUTblxv4PsO1drNcpwseYRNym4QBC7Hjk/g+w6rqy1uXG8gpGBs7IkTLfyvkHpZUm5pmolDydG4wpBoQU9LxoOUhjJ8/tKlzAjaLyLLI8kQQpmibsd1o9lkNapwfzUiqrb58o7dX54y2aLarPJor4bf2Nl3zRxe2jcIbBQoVTHNjs2ZyZ0GQloDOig7Rb0fpXRhmUkpSHoK7fWLWeYP2oFsi/n/ZD9qmLdnqN97Ish920Vg0gHzydj8HCfYs4dmRpHW1pBRqcbzraMmr08kRP8cKWzUIK97ZOGgAuFk6zePQA3cd69hF0clmp15xmmgRYAyZRzXQSUpMhAD4yGGBsVxE6qlNbSMCf0mgde1RnJqY9x+FRo7PdZWPebnXRxHIISHEAFS+EjhgTmIQU/gSJ9a1aVcqjA2NspOY4fNzS2uXmkyOVVlerqaEX/09+L+HNj3mdKGxk7EjRu2wPShpTq1agAC2r0O251dojQeOjvPd4yxsDc7poP5bHbNVYKcqMEaP0opklSwsjlOKxkl1S4LE+tMjWzYaJsPvd0yO92QQ5V1HEdhtCFOLNupUtagzXOKADzfvl20Nhit6KQNer0mYTDCzNxhZmaexfnzV4l6EdVqjY2NDba2trh69WpWomOLy5evMD09zeGlwxw+tMDo6AzGdOmcO09y5gLu1Bh6p4lZvsUOd0u+veRJG0Ef/OAH+Zu/+RsWFxeHPr/tttu4fPnyN61h386itebGDUtDffz4cVzXZXFxAehvzIOwlSTqUS97jI6P8cj1NrudhHbkUK+GJIn1TNlIkMjgcKa4jyMsrnl6ZppWq8WVK/05EkIQBIE1Zs6cYXl5mfn5edbW1rhw4QKe73P3XXcVEaK9UItyuczhLMoUhgEzszOFR1BKwczMDO12i8uXL3Hy5Kmh2kP2GtDtdlldW+PY8WOMj42j1Fc4e/Yso6OjnDx5ktHREYSQBawnLzqndZqxXfUwJubc+hZxojHKJjMPVpg3xoAU9Hqa2lyFWCU4OWwwjWwxxEwRkUIyVZ4o+pDDEg19D3Of5EAOKcX9uRuM9uxXYLU2NHe7NJs2yvP5C2eJNejQoevA738q4sWnDcfHbEnBljI8eMnlx+4/xtZWl3LFs3k3WRv7Sk//XvWRkE7bFg4MAgffd4pBF4DrOahUZ7DK/W28ut3l0maHkYpPr6fYbPdI83yz7L4Xtm7wj+49hBAGR1pPvpSGsewa680e7/zkGb78lW2iROMFEtONcas3p9KP3ZBop8O1psigOV1ELUT4Do5nQDgYIVmo+Lzqjml6vYTWbpwROXgcOzFBr2dppxuNLio1RFHKkaPjJHqFWOUGkMSRDtpYuuTd5lWW177E7NR9Qwu0Ug2Ymq6wvNLka+tNvnyjwUarx1jZ55nHJnjWsQkC1y3mXErB1HSVbjfl+nWbU2XHflhVTlPD2mqTjfU245MVZmaqBUnBzGwNYwzXr+7gyNGCce4gNN5AU+2VjaHXTdnZ6TI5WckU4/95YkpljtU3WOv4bMcOkZZ4wnC4EhO4EY9GmsmOpXR39qyzHDqVa5eFozt7xhq9Ficm5/nSliZdrTFv62JyZgu8usexesBOdx0GFEKGrmEdDjYKlNDsdWn2Yksvb8Ag6XXqOK4hCJrAIKEBGGEwRuNldW0MNuHeaINWGtezMCtnsD7UzXwK9OeueEwNBYxMq6x2EKYoaGrRvsJGaoTAqNzgMbi+tDTGUtgIlhQkscZxBWmSUx2bguZeSFGMf984pIi6MbB+hmej31bXjSmXtqEtGSlfx/MjHEcjhCCJlF1rxXX6p2qtcNiiHLSwqaxZ1EqDUgJjHLyKZnW1Q33EZ2REZg5AFyk8W8DYyGKfG55jA0YipYsflJiYcBkdGaXZarK5scn29gYzMyNMTpZwXQOooU5FkWL5RpOdnQ4Tk2Wmpiq4riBOU3a7LXZ7raJsAwPzJyS40hpBQhpiZVBqcPwM2ggqJZExBdq1lKaabtdjt1sjMnYf3GqNUC9tI0VK4MdMj63j+T6ua3AciVIaLyssa7QhVZo0seNOFmUSgiIf2GiDUintzia9uEm1PMWp0yfYbRiiKOEFL3gBKysrfO1rX6XT6ZIkSUZodJmr167ypXKZ6alpTizOM/Gxz9L+yEcRvg9pQqt7q07QLfn2kidtBLXb7SF67Fy2traGogy35ObieR4LC4t8/OMfZ2RkhOc+97k4jlMUSh1iDtOKVqtJrVZjp2spkqXWuNIyz+SV7a2hYF8+Smu2t7cJQ5sn5PsBruOytLTEI488DDBwnsiY2Q5z/vx5dnZ26Ha7TE9NsdNo0O4Mz/cQDEvA2NgYCwsL3Fi+QbVaKdjk8n4uLh7i0UcfZWNjg7m5uewakGe0NBoNfN9nbHQM13U5ffo0nU6HXtSjXCnjuh5aK4wRVqFBo3SSsb91USYCUlSqMKmw9SUAozKWnsyCEUCaSLSJ2elELI0Ns03dzFMrsj+EMYUhNHBWfsSQ8do3hA7OCdHasHyjxalTTyVVhq9//iHMZICbZcEK5fJ3Vw0feyTGSTWdSHLfbVUmJm3hvk47oT7iWPY30zeA9tIcT05XaLUi1lZbBeuYPUYU9TlUqpH+fohDs5eQKIMjYLMbF0qsK20djEQpvnD5Bj/w9FmCTHkXBU7DKid/+cVL3Nhpo2PwPceSLjdCqN5cU1TC57aFFje2m+zulG0xzmaP6kSEdB1kUqJScXnF0QrrV5psX+sQhC4zszUmp6pZfRio10Mee3SNej3kyNExSmWP65e+nsE63AIaJIXNAlc6YXPnHNMTT923DkbGSrzrgSs8tNbEdSWB57DTaXN+vcXXru3wU/efIMwMHWPAdS319cXzmyzf2OXQodEsz8Kui14v5cb1Bp1OwsLiKGPjpczgtmPiONYQUkpz9Yqlzq5U/cc1hPJ12WnHXLq0g+85TEzehFHtScpB8LL8z9MTY7zr2ipTUnHnaA/PMfQ0PBLHaK9DEGqaCP7V376PFx4+zXedvB2yyI99VjL2qz3PlTGG6ZLLA5eWecbSPDtjKY0oAQFLgU85lTx44xr3LroFRDWP/gwZQFleVDeJaLQj4lgVULEkCdntLCBcw7hzAd+LsznvO3xUao0Sk8GAUl3HcSNcLyGn2o86Cte3BZZzGN03kiL4ku1NWhuEY5PxtbLRHJ0a4p7q1xVybd0eP7SU8MVeA5Z5zZf0OimOK5BOphTn+9jQ3iCGDLC9DRtEXQ0q/o6TEIpNaE8R+NsIaRX/JLI5rN12YvcVYSNsxljDru9oUShNEW1LU5dONIuiTjlYw6RbXL/WolzxCH2R0WP71ghC4jjDazH/XSnLGiCFi5ECLwyoVOrMzsyyvbPN8o1lNtZ3Obw0Sa3mAylaK7a3uly7tovrwdFjYxm9v6ET99hsNejGvWxIxND4gEVo5PWptJaovMZd5vwq+S71iovr5LX2NAaVRZ6cbJwt5LDZK7G6M83M6DKOk1IOO3huhBAOSQppojNUtckMHIPn2ZpEUawAievKDGFgyxLY/CJDmsQ0dm/QixpMjN5GuTTB+QtXiKIeo6OjLCwsorTi+rXrtNtttNK0mi3arTbNdkrTPUnnvjmLvABbLPXzn//GC/yW3JJvEXnSRtD999/Pn/zJn/CWt7wFsBuq1pq3vvWtvPCFL/ymN/DbUVZXV3nwwQfZ3d3l6tWrlMtlvuM7vuPAYzudLhjw/JDN9S7KaAJPUikNw2QsG5Si1+sVyrh0HHq9Hp5n83WCMODwYVs/aH19jYX5hQxWZvCzYqVJEnPq1EmqtRrXr13n8qXLhEE4UFh1ALqRvTGnpqZs/Z09YoyhVCoxmsEUZmf7eRcC+yLc2tpmfHwM13UwGKq1KnfeeScPPvggD33tIZ72tPssAYIQgM4iPxHadFGmh9YJjvQ4NjUGXOy/wTXoxCA9CTJjXhKw3owoBy6veMocNA6eHyEYhvAZCxvbn9R9E5fvNxSD7wXccfpu3vbX7+dG5FEOFCVPIQUkSrDT9YjxUFsJrgPPOFWnVHYYGQtYWW4Rhh5hyY7LzVDanieZX6xz+eIOjUqPicl+UUxLXW2Zj7LlgZSyiAqNli3ccqPdQxmD5+S5CLa+uxKCRifmwUvrPG1xDM9z8DzL/Hdtt8VDy5s8ur5BrRywJhOSRGfGryFeUfizBxcGvXu2ydKYpNmuUJrsooRCGEg7JUrCYc24yC1DfdrFdCQuPseOTxKGbjZ39pojoyHTM1W0NoQlS6LQixr9YyRZIrhdxwKBUhFJ0h5qlxCCL17d4dGtNqEjqQQuvm8jP1Gi+Nr1Bh8/u8Y/uGOOQe03DF0WD1kyhkqlw8RkBWOguRtx/VoDx5UcO26LNharYmB9OY5kbq6O1oZLF7c5enycctkbeub3ym4j4vKlbWp1m5tk5+Omh99UBpXMm31vjC1UOUeV8UqbnTjl2lYNpQXhyBZ+uY0wAqNtLllbN3n/pQdJlOJVp08NOAdEBlcb3MvsT89tc2SmxifPXaMqSxyeqGKM4bHL28Rel3sXS/S85kCb+hTJ2ZUwKFKdsLMbsbVh2eC8wM6/4yT4QReNiyCDqJo8EkO2Zm2kpdOpEwI77SWEVHhODykSSqVdglIboxQqNcic3jiLcN1s/AfdALmxkT97jiPAtePm+dIqwZmBp9M84ir2PT7SEYRlB6UypVn2I9J757aQwtkzSJlN339kMuY8M2wy9dopQtqxyindtdJopfBCB51FmfM5cV1r3Alj932VSnrRAqmYAgkpY1RHmrQ2YrY2I+bnRi0kTnpZxH24tk/uxCvedcLu81Ja5IPrOrhuicp8jcmJSa5fv8H5cytMTtWpVj3W1rZoNTO694woJUpiNloN2r0uOiumbbSt1wZ5AW+BcMB1KMhVYmX645xF2oUQuFIihAtGI6XOIjaC0O8wP3aRdjxGKxojSkM2W6NUwhaj5QZhYJ+tNBVobYldpMjgy1rjZ/1OlabTcWnHE2gRUg56jNUaeF5Mmubss1kEqtMiSR5ifPQwp04d5dKlddbXN2i1WoyNjXHXXXeyvb3Nyuoqzd0mxhjWY4/3XA1pdn1OH6rjSMHV5ubBC/qW3JJvUXnSRtBb3/pWXvziF/PAAw8QxzH/8l/+S77+9a+ztbXFpz71qf8Zbfy2k9HRUV760pfiOJIgDCmVSrZQJsORFqUUzeYupXKJTk+x04mRQlALHYK9MBdh67EEvm9fsCMjGK2IlSZJEmRG9zkyYkkFrl27TrlcoV6vs76+zvnz56nWapy8/XbC0Ibp5+bm6HQ6BcX2YG2o/n3BdR3m5+cO6KkGLGlDr9tDG40j+u3u9SI6nTZHjh4pingqpZiYmOD222/n4Ycf5ty585w+fYpEJ2iToE2E0h2U7mJZ9FykLPGsE8eR5nMY38coZROLY20pRl2JUQbXN9w5P8LL7pzj+GSFs41eMda5cWeNBGsA5d7aPAI0WE/hmyFJEvHhr34SkJR9myysjK0mPlmJWTc+SUly10SH591tacxnZqsZrXeLw4dHcAYKXe4z0YSgUrG02WurbcoVv1C6pbRwsyTVlPacZ4DZkRIztQrLjS6uzIs/5lSutiaRI+DjX1um3klxpKQ+HfLXVy5zfnOHVpTQFgkRLvUFn/XzGuNKXMdFKUH3mqY0mYLngSOoe5JX3NFFOIa1LcG19QBRDxkLFEIY2mWX7VQSNw06Vpy50uXoiMfYeNiH+tFX+qQUjI2VuHatQZJoe8xgDoewiEmjzUCurxjWGDP57MUNAGpljzhSOFLbiJDr4IiUT53b4MWnZvoGfnaDWj1gZrbGjeu7OI6kFyk21lqMjIbMztUIgv72OwiVyn93XMn8wghXr+xw6cIWx45PEJb2G4/GGHa2u1y5vM3EZIW5+bzW0N/XSD/I476XCREajQgQPHfmaXxm8zNMjm7Q6FaI3cQen2nSBgNKoKTiA5e+zDPmJ5mpTxwIw+zfT5MKmPMdwqUyl1s9znc7CKA07fDUepVYxSyOT1oHkDLFc5xdhZwSux1FdFWMF4KKoRcZ3MDglxLq5WsYI3FkRnsmBqjtpYW6CUA6CvAwwkHjo9ISYOilY9QrK1RLWxijSWJdWDVamSwyZBADtZ8Go365aGUJIQaPE1JYOHMWfc0lTQyk2jLF7REhJUIPGGEDZWuKZP49hlBBaW0G6vxg2epgoH5QZhBJbLRSZFBc6WQsaI5bQGzzqKd0JK4viqT+nMAhTkZJxDhCQtlboeRv4Loarww7WylzMw7CcRDkzG6iWJN7Ydk5IZDM2iilxHHcolZYGFQ4euQYI/URLl25zIVzN9Bac/qOOWZmyxijaHRabLUbxGkyMNZFvK7ovxACR2Z5QFmfVBalKdoI9BJNsxvjSHAcDcKOk+NYR1FJdCj5XcbKG3SiETrRCMY4BcucDBxSZcc7DAVJYqF0Xla/SWtIYkOchmy2p0iMj9tWGCGYGdnA82z7tE7RyjIJGhK2GpdJVJNjJ04zPv4dPPz1x1hfX0MISRgGzM3OMjM9zc5Og3XtkygYqbg8/45xfEfwkbTNI/tW3S25Jd+68qSNoLvuuoszZ87wtre9jVqtRqvV4vu+7/v4uZ/7uQLudEseX97znvcQBAFpknDs2FHuf/7z8Tx/H96527X0174fcGU9JlK2kFrVl4WXroC1YT1VRkq0sUwysVIFo5pWCind4h6jo6NcuHCeWq3Ozs6OJUTQekCRE3iex+HDh3nssce4evUqS0eWMpa0vlh9Tw68XAdfGtbr1261CIKsf8K+xOI4KaJg5XK57xo1oI3myJEldncbXLhwgXq9xtzcBKmOMLqLNl2EUEjp48gSrlPBkVXuWyzxuTMRInSQvr2eSQ3dyxG62eOV3zfBv3jJnUjhEyftoX4MUgsPQcD3wd9sr+3L92Al7iBFY1jsdx996L/T6Ak8R/c9wyLLWBEQ+pqpWcXxmVGcrIy460rmF2tcurDN6mqb2blqgfUf8iwPtGViomyJA5Yz2mzP5jg4UhaKzvBYCBIluW/xCF+7sWlhHkoXORGOlIz4Lqk2SN/h9tun+NSjV/idj3+RBEPouoyXqzS7ilSlUE8pz/i0V8H3pVVaUkO64TFRN7z8OYeolA1xeh6NZqsh6bQEIoI4dBEOoCGNNGhoJbCykXCkIhkZDTLDwWTzkv8rCEObg9brJfi+pFqeZWf3EtrozHsssmRiu24Dr47rlIBuNnZ2PDaaUVbjw0ErQxynSGlz8HxX0ugmpNoU8BhriNl2TExWaDYjzp3dICx5zM7XmJgoD62dwaWSQ7tycV3J4qERLl/c5vLlbY4eG8f3+9u21obNjTY3rjeYnq4yM1fLFK3HWX6PI4+3boe/MnQ7MWHJ5XvuPIb+lMuHzz5GXG8g3BiMHLbBMggWUvG7X/gA//r+Vz8+fNpA4CfcSNcYU5O8fKZKRFY6TBnOtHvEpW3uGS0XUZJhA8jCjxKV0I5iUq3xQokXCoyCuANxF/xyXDhg8v5rZaFoDEBMPbcDhBRukQxWqvFoRxOUwwZSGPzA6cPxdHYtbYxku8cAAQAASURBVJ8bDKSpJig5OKIfoskZ25JY4SIhU4RzEgZrm/Xb6PvWQEkTawjlx+URLCGxtNoDkKv8Qv3odsYome3JZLabyQwerXQR5XEymn2tNWlsv/cCF4RGJabwPAhsG5KuwgtkAdnLF0+xfIRASx+MQIiU0N/FdVOkFARlSdRQJAmEvosQDhbqPWwADf6dvwMhj2YPR41AIKXL5OQ09foI165fI457TE2NIETCbneLzfYOierXWDroAco/kViCyyxNtTD4Bp8dbQytCKSMqZdkEXn3vNyoszUChYiolNaplrbxPWmNTEfgOA6OA51OShRpXMdGCJutBM+TGZxQUa+0wFmhGY0S+gn1UjuLEmbROW1QWlmdQBu0VnR62xjzFer1Izzr2fdw/vw1Ll64iNIaE1uSoNtvv53DwTT/9cxlVnd6XN3ocOehOt1o//viltySb2V50kYQwMjICG9605u+2W35f4zUajWazSZ33XUXz33uc4pNfigKpDXNZpMwDNFGsNW2+UKhKwhdQxRFQ7Ske/NBXNdFKZVFbwRJmuC4fS/yyMgI169fp7G7yx133EmtWuXs2TNcu3aVo0ePZQURoVwus7S0xPkL56lUKkxNT1noQf9uAx7i4QRlrTWbm5usr29QqVRYXr5BGIZEvYiNjU2SOOa222+zSttAgrRVagQnT56i2WzxyCOPUK3eSxDGKN0BdGEAOU4V1ylz7twVXji7RLP1db72tQ6p8tEpqN2UsBJz33ND/tX3fn9GD50gRPS4c7R3PvZK3ud9WPuB42+OXLJG0kcf+iAwkUWaiqkhLwmBgNg4POv240P3CEOXhcU6V680KJVcW8zzcfrieg5zC3UuXdhmY73D7FwNkylBe/tA1pZ2T7A4OsaRiSoru51s3Gyti6rnUCm57EQpt8/XeNMHPsYm6yhRBjRdHXO92UWIAKMdXNdQnU1xoiqdliJJrdJw+2GfZ92tKQUOhrS4/5nNTDk2oHpmX9sMcGGrx3ee9AgCd2C8h8ff9SSuI4l6KdQDZibuptm6jtJJNtjSKoBGIaTDzORdQ2s5n5Dxqs9mO0II8HwH1bWGUBC6xEozUQ1w5f4x1Fqzs92j10uo1gIWD41QrQY3NZ6Hz+/32/McDi2NcvH8FivLTRYPjSClQCnD+nqbtZUms3N1pqYrRa7X31+eqPVk83lscr7kB+4/wnc+ZY7/+5MfY5vuwUGobEiFVLz985/j55///AONNWNstNHTsNP2EeUNPhl5kASAwSv1cHxNOxGIeJgMJr+RQaGMNYB6sSpgXkKA9ARBBbpNgxdaeFPugTBYWmrHKfBgNsoubKS2Vlom1QGpKhErS89uo0hiyJgSWaQRAdIMsGoGkjjSlrAga2uaaGskYXOQTGLwfHngTORQKydTmFX2LKlUg7BGi1F5FAqMFAWTnCgS9G1RWOnY/mplMhIG+yMzwyc3qsAaR0ncZ6XMCSSEyOi3s/YbZQhKNqIBB+0tlvChKrcJlEKbAMdJC5Y+xxXERpMkWDjc4+yvg78P5mMO/gzfX+D7IUePHMVgiXW60Q5RohHCweaPZaQZpr/XDO4vMo8CYWFw2RQWa9tklOpOFrHZ7ViDqpaxD7quY6HWUpAmyuYzaY0hwRgHrZ0CXgg24uZIS51OBttNUxsVCnw7/uPVTSZHG7iOxHHy/CsBLjjawUk1WgxG8wxx0mV79yylYJPjty8xNzfJ2bMXiXqWJOHGjRvcdnqCF909xX/62BWubHRZbSTsdJIDVuUtuSXfuvL3MoJ6vR5f/epXWVtbG/LCALzqVa/6pjTs21nuueceLl28SK/XI03TImdncEPvdrukaUqtVqfR0fRShZAwWnYpBy5a2Q10LzQgFymtNymHBxhjSJOkgDZcuXKFiYkJoiii1+0yNTnB4aXDnDt7jmq1yszMTPbGhdHREWamZ7h69SphKaReq98kNyF/KSra7Q7ra2tsbW+zuLiIEIK11XWM0QgpqdfrzM4epxSGaNXPJ7LYb4HWCb5vuOOOk3zhC1/koYce5Sn3HENISdxLiXTKRN1Ggc6fv8L5c+eYn5/jbS/7B2y3NnnLe/6UzUaLyZEKr33OS7hxeZkL59c4deoUvWgTKfZD+/aSC2QfFl7BPJE7V/yeCHXx3vmxP5rPrq2Quj2mqxFXdkr4ji70OOvHtgrDHQsjhFmxP5lVEUcI6vWQ6RnF8nLTFj2t+X3Uyx6D2DL5BczO11m+3qBU8uh2E5QyVKrBPkXBGGh1XSohvOjUHO/90mXKgUPZc+j1LCV7K9HUQo/PXrrCjnsd0lLm2c08/sJgnAijfdJUIhzD3ImAdlOTJopnHivzglMeq40dOj3rqc59xV3pIF1bJV3s2aGMAuHAWhrheXvnoE9RK4TNq6lWfXa2u4yOlQjDUY4c+k6u3vg0SdrBMg4KED6+vI1aZWlfRFAIwTOPTnF2tUWUKALXIQjsOOy2Y3a7CYHr8Dt/e4anLI7wzKMTVHyXTidhfa1Fp5MwPlFmcrKC7zvFGsrbePCa2f9ZGLpZftc2tVpAtRawstKksd1j4dAI4+Plfd7owes8nkG//5ibHpIfiRDWUEiSvrI5ORJwx9wkn1peLoyHIZEGjCD0I9a6NxiEG+1XWGHUq9CoX2e7OwbtkNCLMQYa22XKow28JOLwxDi5FmqV1iwBnYRuEtPsRZYNjj3PhWP/1gry4Ha/4Ce4vpMVFtVIt29ilfwNEAatfTrxBAaPcrCNlMnNx03sieQETsHkBmRMcxKV2vukcQYjDpyBdciQUZLnpuS+I8e17GlpqhHYtZ+mmqSnsvpHAteXWaRH4HqS3JclZfHI9o3XLAk/VTaOpLVlpBNGoMj3Mjt2QlqInuNKXC/bJ4uxzK2ogWgbYEGFO3tt1yKnS+BmULiDqLGzudOagwyiQdKfwX26/6+LMRIjNAifwBshVgatdolNDCbXaYajTzKDwkkByhhSNdgnUxhPWhuEtvlPiYbdLmijKAdZ/pTpt1dr61zKx1jKPgFP7vCy+b0u7U6C60pLo92zd83nwZUGR+qhd1ge7XYcgdYDz1r2nzYp3WiTJG1TDRd56lPv4vr1dc6eOWfrB144wz+8+06ubEzxmUc36cQKk3S5Jbfk20metBH0gQ98gB/7sR9jY2Nj33dC2GS8W/L4cu3aNZ75rGcjsoTgITY4kxkRrRZhGCIch0YnIdEG3xWMlSW+5+4L++9VZBESx3VJU4UxKUop0jTlakaRPT09zdzcHI1Gg8uXL1GulJmYGGdhYYErV65QLpepZkxvQkpmZ2fpdDpcKfKDhpVnAyRJQmNnh43NTVqtFqVSiePHjjE6NoYQgiRJLF2q4+BmlN45lKO4jjFAgjEJqepRrcGpU8d46KEzfPALX+WdXz1PcyA6MBoKvn9hltNHj3L33XfjuA4T9Ul++5/+FEq30bqD69QQqeDixcuMjU0wNV0nVVHWNwdj+lGIvDe5AjwoxYs/G/u9Smd/9EVmxOx/cecv5s+srnB4zOWumV1WmgHt2KXkpUgBqRb0UpeRIOEZ0xMEgTd4kQI2NzFZJopSlpd3WQrGCnKAg+4phK1hs73V4fy5DcoVn8VDI5TL/lCukzHYQqexZKSieNGpGTbbXT5zfp1WlFoqX6XxPMC5wkqS4HsarfdEIIyF2TiuwcMl1imJSjk6W+W5x0c5MWnY7TaxhrODHogEIQzBmENvU6MTq2QhMgNIQDAikJ4hjvN6S/sjcHkOy/hkhZ3zWzSbEWNjJSqlWU4d/15229eJoh1cp4QjZ7h2pcXWZofxib2sgYZnH5/goes7fPnqNoKUwJXsRAnNKMWVgm6Scna1yWOru3zy7DqvvnMOOopSxbPMbhX/CUV/9szc4JQDUKsFjE+UuXbV1hVKEsWhpRHq9bAwdvfmTAxfy+z59+D7PVGx8MBkyN75h7ef5NM3HsE4CShZfJHXAnK0IPBSuh3dz7kzg3G3vpw8WuKzH5hg4bYN/Mk1elGIFIZxv8fuVplot8axhVnyPAxtFEonGBRRGtPo9IjiFG0oouaDEVzpalQsLPV69pnIjlGJxvGs8WC0sWsPbMK/0UCHUPbQ2jJHJrEdQykE0h1WRPeLsZCmDIppqbbB9TJ2wcyAiXuqH1GxSTsIz8aJi+sW0Soy2uYcOmYjoYXxktNuu8PtMtm5RSA+p1k2dgwE1sCS7sFMl/m19lKxi72zKQ78NRsNU9zfRrZk9n7JGRf3O/oeH7ZpMqjZMGvm8DkCIQNCf9TCFbVBGIkwu8Sqh9EK9jxLUtqojBCQKkiHDLjCesSRrh237JlPkoSmtmQVgZtF5FILZ0sSSDU40iCVznIvbUSoE5UoBQl+Zvy7GTzRGIPngt07+wVZDxgJG4mUEtcxWZ+zXL3M0JQEGBXS7rRR/gaLi/MYLXjwwQdpNBpUNi/zf373af7mcI0PfnmNrW3F9k1H/pbckm89edJG0D//5/+cV7/61fzqr/6qjRbckictYRhSrpQYGx0jTdOhaJoxFuoWRRFjY2OkqWa7bbHKFV9QciFNk2LzOyjSUEQugG63Q6lUwhjN5ctX2NhYp1KpMj8/j+u6jI+P0e60uXrlKuVyiemZGZrNFhcvXuLUqZNFlMp1XQ4dOsRjjz3KxYuXisKqeZt3d3e5cuUKURQxMlLnxIkTVKtVXNct3npBkEdf7EaeR4BsczNvLgpjemhjKbCNSpieHaFzXvKHnz+3byx3eob/3/kb/IfnPxfHdSgw4MLDiACDQpuE03fczk5jl4ceeohnPOPp+IGlA5AyKMZrEEYxWPh1b4TIRtnkTV/EBusFFEJgDng7Xd/s0U57PLY2wj3Tq7zg6CafuzpKM3YxRuBKw2w14q6FLieXximV/ANfcq7rMDdf5/KlbVZXmiweGs0KA+5vURxpdna6dDsJY2Nl5hdHKJe9on/FvABRahnqyqHGcwT/+FlHePbxSb5ydZt2lPL5C+eZmz3H2naIGwq0lgihhrzW2W3RImG8NoIvJP9gbJ6nnZ5CyZit1jZxmlooCgHGbJBrQlL08Go1kJK4odGx/coJwK9L3CqcnnZIE0Wvmxb1dYrRL5L4BWHgEvgOyzd2ae72UKlhcrrCSG0BqguF53Zq0rCx3qZU8oauBQLPkfzT+4/z8TNrfPr8OhvNiFgZQlcyXc7JJgRxrLiy0ea9X73Bz9x/grHxUgYrPVh7vJked7PjpYSp6Qrb211arYjbbp+kVg/ItdhvpBg+UTlo/RwkQeASx8ombGdJ+tPVCvfPn+Rj1x8Bx1LaAwgjEKnDdK0BRtBs1wrlW+RK+B5YYywi7jrW4sGvzlGuR1TqXbSWNLfHEUryzKev0047VP0SkAIJmoQoSWh0IrpxbqAdrMC7niDOHdv5/aXIojK2Jk+ecyOkdWzIrNBovqnJDH4khDWW0lTjIPpU0QP37UcABcK1Y0JmwKVxkcRTiOMKHNeGe0yWV5TGWWTH7Rsaopj/bO+RAp1ojDaFUSeKOTwg2r1nnk1mFGhtrGGGjeCZPekgT2ZNPc7t+gaYMSQ9Q6VUJvTLwHAuUG7k5/txvkcPIigGRQ/kuA46DMHOgYODkCGlYBSMdcYILMSyl3Sy3MG+0ek4NhKkDSTp8P2kcHClbbMyCiEEruNZ56DpkKQdWj2D9jSekxn+Oj+XYp6MEWztVGn2RmhGFeYntgjcHmHQI0kigixsWeR/iQFzMzOIVQ6tVNr+aE3Bj2Gw3xsHaSrgVpCyjCAkiX3WW+vcuHGdUqmE4zisra4yOjrKT77oBN993xSNVocX/Yf/gTm/JbfkfzN50kbQ6uoqb3jDG24ZQP8DMjU5xfbWDlppRkZGhr4zxtBsNgmCAMd12dlNaccKKaEWgO+5lEshCIFK+97zIUU9gyRJKQgCn0ajwbVr1wnDkGq1VnjKAKR0mJ+bp91uc+niZW4/eRuHlw7zyMOPcPXqtYIMQQhhIzvHT3D2zBkuXLzA0SNH8TyPra0tLl68QL0+wtGjRymXy/YFVSjDVpk86KWplGZ9fZ1ut8vYWJVK1UEbS36QK1Cp2uU/fvXCTcdTI3jjf/6v/MfX/dNiLAwuQvgImQKCwC9x7z338rnPfY6HH36Ue++9CwBHBhg0SneL8c//3auUFWO9py8HwZtsG/L30jA+/Q//5jzCT+l1q/ztpSovWmry/Xd2WGmViFNJ2U9om5h7Dv0DKpVwT8Qv9wrb333fYX7BwqQ2NzrMzFbtmGhDkmharZjmbo9O2xrO0zNVxicqe6Bkw33p9Fxc1+C7mhzKc9tMjRPTVf6/f/UAdy2dZ8dEOKbc90KLBPABx0IeC1tckqqUFx8/zETi0enGOEFKqhSJSkkVuNJBm8gqDErb4vBa41UkblnaBGSDVRyFQJDysqccxm1JWq2IWj0YuJ/tT6H8Suul3tnp2qiXMdy41uD4bRO4rizGdGy8RKsVs7LSAsoMGlPGgO9KXnx6lhefnuUjj67w7s9fZqLkE0UpcWQNQKU01cBlpZcQezK7/pOPsNxMhBAEgcvCwgjXrjaK+SoQRzdVSvsK8N9X9kYLAYLQwrVs3aqgaMc/vu/pfGnlIWIjSJQLGEpuymh1F8cxJKnH9s4oD93Y4q65cZASldU4GWxhpxmRjkTc8bRNOl2HxmZA1HI5Md9lbq6NChQ6SjGVBGNiFCndOGa3E9GLVb/XNzMqPdAtg1aiD4nL8mekY8kHjCOGYGjIrGbYwN6QK7COJ1HCGk/G6CzSnRlOBxlixuaP5GMqRBaRIKOwL3JDBELa/BCMYN80Z3tC7hQzxlJ1G5316yaRtuL03Aot8qYyb4bJ4aXGEifIvjFljM1DyvdCm19kDTXXu7mhNUgakxs+RTRQQ9oTjC5Usr73IbL2ULPvOvl7by8sf/Ccwbk6KDrvOQEisEW57fimNhpktHVimSxPKjN2EwWp7o+XAYRwcGQABhKdAhrXtRBl1ymhdEKcRJa5zweRQeEM4AhRRJmM8dhqT9CIRkDAje1JJJqjs1fx3NhC27UtqmunKC/8ayC17dFao42FMqpUo3TGDpc5GwUS3wkJpIcjPQSCOO7Rbu3QaOxQrVZ5+tOfTrlc5pFHHuHc2bOoNOXYsWNUnT2stLfklnyLy5M2gn7gB36Aj370oxw/fvwbH3xLDpQ//4s/59577uE7X/jCIU8XQC+K6PZ6TIyPozSs76YkWhN4UA8F5XKJIKOq7hmzz8M1KEmScu3qdbZ3dpibm2N2doZWq8X58xds8dL5OaQQ+L7HkSNHeOyxx7hxfZlDhw9x9NhRzp49R71eZ3JyErAvjFqtxu0nT3Lu7FkeffRRpqenuHbtGhMTkxw6tIjjuDiug8pyndI0xXVd4jjC94MhuGSaatbW1mg2W9TrdVqtDsJRBKHJFAYHAbR7Ca348b2OK41k35teCBeZKeZKaUZHR7n95Eke/vrXOXvuIgCeW0JpSIjROiG/iNaW6nWvJ19kTuBizgb0S2P2vPiLF3x/ftdbEY9c3iWcdvEqEdc3pvjPnZCjk7tMV9qkSL64UqMdT/GPnzkDYpiFbl9bgGrVZ3a+xo1ru7iuQClNczei21M4jqXJnpuvU60FGTvRMKykwNIbSFJJo+MQ+paRaBDFFaeaUFyhTYQwkqnxFisrkwTVFkZLHKeL1iWMcQpFzREOzz+6wAuPH+byxW2azR5lV5OqlCiO0cYHoTEmRmDYSGIM47hyg1RPIoQcygsSpDjuDnP1KpFwaDYjZrQpkokHDdK8X0HgUq+HzC+MsLnZZmujPaTUC2ETwWdmq1y6uI0szh2GRebjvdWJrXLjSgwO3U6ClJKw5BIKwWY7YrMdsTC2v6j0N0NGRkMajS7Ly02OlTxcrz/eT1b642X2XeOmAYNMPM+hVPZoNHrUR4LsevYiza0jTM2cpRT2GHxIksTjwtWjKO3ytRvr3Dk3Xow19B/hlWaTh3a2kUGMU46olaE6IdCpx4QHkZswTR0dgTERSse0egmNdkycZJVdBqBCRTRowHMupcBxLW22CIfHRGQslkpr3CxCABZWp+kXeNXaoBIQjmVbdFyJGYgU2zozwiqupr8utTaksaZc960RkQ2BHIjiF8pt7tvC5mJZEoXcgM8VcVPMVzGnUJAzHGSU7EcRZH3P2ue4ooh89e9jJe6luL418LTJDMYsgqRSisLMIqPi3+cgGnI2ZddsG1zpMjrmYYjRxkOKPNLJkCNpEOqW573erG95ROjm70qBlB6+W8Z1OiAkIoeakc+thaMZDGnmlBmM7DnSJ6+1hFQonWLZBO21HBmi0pheRmThSUutrQyErq3p5noSbfpEHSUvol5u4zkprowQwqBSZR1Iqc4otA1GCRJliNOcjdCgU0GaCJQCowTKWEin0dk46h6YNYy2C8R1Xer1OkeOHGF8fIIg8HEch3vuuYczZ85w4cIFtre3OXJk6SZjeEtuybemPGkj6G1vexuvfvWr+cQnPsHdd99dQKJy+T/+j//jm9a4b1c5duwYlWqVer2+b7Nu7u4S+D6u67LbUTS6CQaoBRJP2CrQSZLQ7fXwfZ9KtWKLiQ6KMVl9n0t0Ol1OnDjO2NgYQlhmOoDr169TLpcZGxsFBJVKhSNHjnD2zBnK5TITkxMsLR0+EEZQrVU5dfoUly9f4eGHH2Z6aprFxUULfcO+ss6dO0+pVGJ5eZmlpSVWV1e488670FpRqVTpdNrs7jZxXY/p6UkuXbrEwsIiaZISBlYxqFTL/LcHHuVvHtkPg9srBbJi4MWEcZAyLD5L0pQjS0doNZtcuXyF8fFxfK9KlBik6JLotIhiyH46Q7/v9CEoOfSrrzlaz2WhiOQ/ezyRH/j6Cgpo3qgw8xSbV9fpVnnoSp5/ZXD9Hj/xHcdt/Q2GWacGphhjDEmi6HYT2s2YqKe4eqVBpeJTrfnMzIWUSm4GkRtWmgbHSmUGQbMX02zXUEowUVU40vbn0soWH//K1+n2uujYoeP4BKUEzzM4sWcZjdwUpQySFmS1PYx2+PF7nskLThzGGEOtFrC23sCpGBJlc4SghkEBCaDZ6oLnKFIxQhisknQDbGQGBC2cMoSyjO85eLWA3Z0mcZRSKg/vQ30vMVRrPpsbbc6e2QBjmJuvE/he5mXuz42lsK6zttwf34OUx0rgFuBN13XwfZsnJaUgURpX2qKqT1RsHqAm6qWUK/6B98zFwnJgZqbG+XObbG11mZqu3PT4PXd6nDZkEYAnES2SEmo1n82NjqVOd0Wh6AcBPHbhduq1XUbrOwhhaLdrbDdGSJV1biCT/c4ELFznP33lIzhhC6Nc0gyOJYTB8WI2E485z+WonuPffvgB/q8ffTaJSujFMUmqi1kVZAUuZV9hHuqdAK8EccfghX0zrP9IC5KeQoSCwuiQwrK9aYMykCYK33czNjAbHYk6KeURv6jFld9MK4NW1hhyHIkMbW5Iv8BqfzL6K7Mf+bVNynJSEmWvkTGVDR6T936QnEDI/t71eJLTevuBk9U46l/TYHOicnNICJmNh0H6ll1BZ0aNtCFrS/Ig5BDj2VAUPds3tYJe0zAz5RMECq17FtJsXATukLNw0KCxzipLcLI3T3ZQBnOEDhL7XX5ubjlS1ARyhO1TnGZEBrmVmp0rRV5+woBQGFK0SXFkBid3fJT2UTpCY9BYA8gY+6/G1lTyHEkljEG0mJ9YpxJ00FqRpopuL6XX1bQ6iqgjiHsGlQp0VlTVGGGj14ARdgUpo7K7WQZA4YDv+YRll3ppnHp1jCCwtQorlQqu62aGJaSphfXdfvvtVKsVHnnkUb7whQe+4Rq6JbfkW0metBH0p3/6p3zwgx8kDEM++tGP7vFMi1tG0BOQV73qVUV0RRV5MYYojjNY2BhKG3ZaKb1E4zgwUXWZnKiRpindbtcyv7kujZ3GEPbZGMPW1haXLl2i2WyysDBPrVbLvrfMZABjY6NcvnKZsBRSCkNAMDY2ysLCApcvX7b5QdPTN9WbwlKJ+YV5trY2mcvyiwYPHRsb5ezZs2xv72SKm8vDDz/M7m6D6alpNjY3iKKIw4cPs7KyTLPZQgjB+vomUdSlWq3xtXaLj1y8QZqmwOOH4QXkbtZsHPJvbJGZHAKYmJTbbruNRsPCiVqtmHKlRE90QERolfYpRvfdRGQRHxj0XO+5YaFA96l7bTQnVppPnd/ALQt6Gw6bj00wenSb8uguWvn2Elrj7I7z4pNLxQu9n/CewdxiRacTs7vbo9tN0MpQKnksHR2lWg3wA6fwxA42vW+zZdEuY4jSlO1WG3C5vGaVvcXJmFKgkNLwrg99mkPude6qaEymazeTCT65KglnVrjryA2+cmEBp97G8WKEYzBGoZKQf3j4KbzgxOGiDaWyRxxrelFKnCZ0owRJiDEZ9ATD2k6Nen2bzc1ponTK0iF7HTCCpFcl6bmcOtJGConjW9rZJFGUGDaCBqVaDTh2YoJeN6VS8QlLbmHADkY/hLCse2vLvWy8RWYY9KN8QsC9i2O8/6s3aPZS6iUPP3DodQ1RL6ERK0bLPpc2WrSjlDvmRnC/AW211obVlSatVszxExO47p4k831LUVAqe0xNV1hdaVKt+XtymW4uw/3d/93NDKGDzjPGGpirKy12dyOqNb8o0jo60mZ5q87u7giN3fqecyVSKkZq8WCXyIaaLy3fIDKbKOXiChewFL8GQZqC66QspYe5uOUT+hKtY6TQlAOIU0EvNv17iZwh7CAjwOAFgrjdPz5/PqwyaS26JFY4bnGKdToJg9E6yweyXzmuZV/zQweV6gzSJofulxcPzZ9pC4cTReQJckMib5O9l6SfA+L6VknVqbYwQm1wM+bBofkSNg4xBOcDBp0yg5Km+bX257EZAybtW2qOJ4tisIVjiL7jIZe82GxuHOeyF14Zdw0Syei4ByLFEKG0D0gcWWKwVpA9P9/TbWTEkTJ7Xvtjuxcid5BTY/BvR0oCzyNwPTqOQWqKPCBjLCV2XlZt4BVgI3jCQZsUbRKkY7AkcClC2AipzAhgcsSAMYb89aCNQGmHNAEpFbPjGyhlEMS0W4pmU9FsGLptiCKDVhJtNKmJ0SJFuoZURhihAFuYFWGhhKlJbG6YY6vc+p5LpTbNxMgU0yOzjJSnkHJv/iuYrMpuPuYLCwtUqzU+9/nPcUtuybeTPGkj6E1vehNvfvOb+cVf/MXHhWLdkpvLBz7wAV72spcxOTnZhwUArWYT3/fxPI9erNloJSgMo6HHRL2EgQJeFgTBUOQlh22tra1x7tw5HNfhxInjrKyscO3aNRYXFwuSA4C5+TkuXrjElctXOHbsGJ7nIYRkdm6WZrPJhYsXOXXqFJ7bV64G8dkY6Ha6BEFYRJfyl50xeTHWiywtHebypUscXlqi3W4xPz/Pgw88wKHDhxgfH+PBBx7kaU+/h1KpRKPRYHFxlkajxbnueT58aRMtICgpdOQTpzdfrotjPgdZbAN2EQiBNhrX8zh1+jTnz53jscfOcs89d2S1jyRGC2wa6bD3Mr9W0fmhKFBf8mrpxYiZPKok+Oq1HTpxilcRJLsQN102HprCraS4YUoaSdK2xz9+2VJBa56/pJvNiK3NLkmcEsfWQ1eueMzM1KhUvaIA6n5PZ24ci6I92ghSrdlpd9luaVqdkDIpSQq1yiqhX0YKhz/5u89yMriGKwzbkZOhyTV1X/PCGcOH1sepTm1x323X2dgOubE9igLumJ7jn7/0aVTCYcXc8wSuI+l2UmIRkyiD71RRZj2LBhk6vZBKZY1qpUW7UyaNSqSRNdKlUIyNbnLn1FGUguZujzi2lHEHw8FMoRhVKj7V6jBkyxqnw5Cc4kwz+PmwYjc3WuIld8zy11+7wXqzR8V3STBsNiNibWj0Ev7wo+cQAiarAT91/wnuWxo/qIForVlfa7Ox3uHw0uiTqvMzPlGmsdNl5cauPbcwnm4e8dkreyFUQwb+gEPhIAe6EALfdwhDl4sXtqjWLONgqeQxNepyMWzT7dpaOjnczhiJEJqR8XX+8kvb/MePJ/iO4J7FEX7q2UcpBQ4Xd9YQUkHqkhiDJ2UWh8k0e6G52Ek5d71DaTrNKLANgedQCbV1dqgMPpb1sYBRDSrsCJBWkbfPaR/+aI0Im1OjlbZGDaC0Rg5EfKXTLwprn1dwfIlOTbGGcslJWwbHFrLoimPvabQ1RPL6PTY/R+AFDkPV2YQ1RMBSyaex6htC2UZcxIjEMATtpmsBiqhZ/7M8opTn/tj6RY6UtkSDNkXbD75ofq09xnVuT2Xvi6hlGB31KZfsPm5MCsLm1uxdz7nTL3c0Fa6mAYgc7O/z3tzMvXBAKR1CPyBOfDqRJBW273FqoWs62wukyCL0ws1YQG2BbykcJB6utMaMK4LiBaRJ0cRZdNKAsLXxDKCQKCOIUkOcJmgd0e1oWg1DaxfiXhbZcVKMHxObDnEak6oSWqRosQsiIQNegnZBCXCVNYiyhSO0RAgf3y9RCmqU/CpSOvuMw9zZlqZJphdYZlcpBfXsXX9Lbsm3izxpIyiOY37oh37olgH0PyC33XYbo6MjQ56tOI7pdDqMjY1hDDS7imZkCRGmRwJqlRBXSjzXHap9UC6XGRkZoVKpcvnSJeIkYXx8nE6nw+TkFKVSiUuXLqO14fDhQ8W8BX7A4cOHOXfuHKurq8wvzCOFxHVdjhw5wqOPPsa1a9c4fOhwnykt10GyX6MowvM8PM8dePFYD1wYhvi+x9LSEs3mLnNzs1y6dIlGo0GtXqPb7WKMoT5SZ3t7h1argzGGIPTpdHb54o3zpHqckmdwHR/pxcRpUdVwSBwBv/1Dry5exIOv3UHJP0/TtNjMt7a2uHDxCktHxul0tizUwYAtyLofCjjowcyvWZg8xuxRNPqU2kIIPvXoBklsXzilaYfelkb1DHHTJWm5SA8mFnx+6HmHC8WzgH8Iq7BXqj5TZZ9S2SvIDQ7y6Pc7bENAed2hVAlaPcPGLjQ6JVsA1bF04SO1bQIPzq5v8cHzn+NwNyAIDZuRLFRHhWAnlowHmkNeyBopAsHoeIvx8Ta6d4x/+ZJnH6xwSY3rQauniJwErX2E62UFcK0R5Dua1eVDHDp8gWq1xG6zjlIuvh9Rq+7SbNW5fXKcne2YtWtdnKICOwNj1h+HPmzl8ZTAwVncP5b5+A6O86vuWWCqGvKRx1ZZbXSJtSHRBqWtF9hxJNoYVnd7/ObfPMKvvvJuTs3VB65rWZzW11pcubzNyEhItbbXSMv7I/bdXwiB50nmF+pcurjD5maHqenqgcbKzaR4Xm5yzmDeRnHIQHvA5tXUR0O2t7rsbPUYnyhTCl1OTc7y2MwX8LamabdGMgZBcN2YkbF1KLVQ6zOkKkVph89e3OYrV7b55edXCXPKemET7SNji/TmsySBh1dTnrbY5rnPug1tLAROCqgEloyi2bWe9seDFubjKB0NWiBciZQ57fqgA0OSxsbGok1u3GRRGXdgj8gUe5XhnAolfMBnYqNHOdbWMsulqbYFko0eSGC3kDvpCqQrLQmB2O+Y6Xcka3PWp2F4XL+v+42ygeZrMxy5MpnyTUaCIG3eU5rf7wmsNZHNobMH0jsYSVGJQacwOurhuRb+1r+BYF+uJf1IkBACV9gCpI6T7wV9I+hmshdel39m93cblU6VIlWgjMCVJTzpWuNTejaqowUJdl6VTpCOi5QuEg9tYmwczs5KqiOgj9jIjfNUg0pS+xwkEHWg1xREXVswWLgKWY3RbkRkOkRpRNSLMapCvXQvTlAmTleI4xUidZ1Ut+y1jYNkOBImhST0ypSDGpVwlDAoIw+IsAEkScz5C+dZXJwj8Eusrq6ztr6KJcC5Jbfk20eetBH02te+lj/7sz/jjW984/+M9vw/Qs6cOcO9995LYVsYQ6fdxvN8PM8nUZpGR6GMZrTiMV0P8bINPt/ot7e3uXHjBs1mkziOOfPYY2itednLX06j0eDMmccwxjA+PoGUDufPn0dKwcLCQtYKS3KwsLDA1auWHnt8YhyBoFQucXjpMOfPnadcrjA9NTUEM8hfnalSB1AA29+ldHje857H7Ows5XKJqalJHAdWVlZ53vOexY3lZaJexKnTJzl39jzVapXJyXHGxqs82PgUaQYxEMIW55Sux1Q1phlJeolX3Gl+xON3fvgHGCnXMmVN9Jlmi5ehLeKKNkX9niTpADA/P8vlS5epVgIqtTpp2sLC54ZrB+V9zBmfCk8yueO1H9HLRYr83oKz15p88ewO2svYojxBaVqikwxmIgVuCK9+5mJR62NwXCtVP8sXGW7PXjGFwmUpbZUWpFoQJ9CJHJodQStKMWjKYYdqqAhcwc41yeLYGOudLd776EcwosNSbYae6sNdir4iSDQcqSoS4aOkRiqP9Z1D/PIrXz7UvkFFWukUJ9AkTYi8FCnGsKQIHXJD5fBYwlanxNXLt1Ef3WZsbBMpNb0oYGVtjulymYmKj4kk0pFUKl5RhHTwfv3xGIxm7Dcm+lGe/dGgg8a2b2QJnn18kmcdm6AZJfzOBx9lo9nDldZLLqUt96iloZcq3vmZC/z6991btCmOFcs3dmk1I2bnajQaPW5c32VuvlbQTZPN4+Pp8ZWqz8xclRvXdglDl/pIePODB/r+jfo61G9trKcB9jv0DYyOhvTmqmhlSToAnr9wmv/86Jfwx9coj69gkhAhNNpJ0EKieiFpUqLqt2gn1jjsKvjljzSZCBWzo9NQXcNzPBJlSFL7UDuOwijJbTXFpvCYqpeLfSmPiNdKoNF0egbzBDR16dicCkfkkSLbyUHj1/X6/TfGoFKD5zs2MlJEfwciJtLCTfMwhTHWkNDKMqkhTBE5x2RkB4PrMDtHOjYHTDOQGzgwB7nX/sCcm8LI7Rs/B0aEjIXC5blDhYjhY6Q7QGig7Y/Yg1I+0J0w8EFf4e5/qBKD50pKJYtGsGau/RH0CwzvJVSAfs02x3EKp9WggbM32rP3s8Hj8tybOE3pRglRoskjydJxcWWpv+/u6aQ1esJiBOz+bdAoEt1F6R5FTpoAjUJpTZJq4q4g6QqStkQlNuIjggj8HrHokuiYJE3QSpPEWQFfBNIr44UjuKZOqXSMbnSeneZnMST23WlckJq8hpHjOoRujfHqHKO1KYyAbtxCa4UUEpnlXsVxSqvVZHt7myTJamEJWDw0gXRuFUu9Jd9e8qSNIKUUb33rW/mbv/kbnvKUp+wjRvjt3/7tb1rjvl1lYmIcz/OKzVgpRbvdZmRkFLAsXLtdhZSCxfES9bI75OECaLWabG5uFvA4x3HodDp4nofvexhjIx5CCEZHR5ibm+Wxxx4r8L85RGJyctKSKFy5QqlUolQuAYLxsTG6C/NcvXqFUhgO5BX1xXo1nSFveS5pmnLo0CFAMTU9iqHLzFyZyekFpOxx7PioVQxUl2MnJmlsd2l3mkTJLlcblyj7FjagjaWklVIiHI+yTAn9hKo/xS+8/IWcmrW5VbkBNOguLpT3QpkxWZTHoI31aB05Ok+r1eKxxy7w1KfeTRi6xHEXISNsdCI/d2+OzTB8QBgLbhCDkaLipSf4uy+uo7oGN7BGhdEapMDxAc8qHwujJf7hXfP71stgkn9+vxxaY8ihKAJtIFWCVEGUCDqRQ5wIuolAqRSEwvdipsdSSj6U/RDftUnqO7R5bPNR/tsjXwHZIU0ctAfuATpkDrMxwNrGcQwBz106zHPqAe1WTKXq9xVT0W9vqlOkZ3H1vVjgOCNos4ut8WIVo6WxhMvbAY2ux+7OBM2dSQsNMobANfyD02WklIxMlBkbqeF5DkFBQnCwQbN3ffYjIIOGUz//p//dN1agLTOU5OJmGwR4jmNzOrSFWcksindpo8V2O2ak5NFuxyxfb5Aqw+EjY1QqPiOjPa5daaCVZuFQvcgLymFkeURovwEnmJgoE3VTrl3d5XjoDozHk5dcQbVRi5tYSnsUS8+TLCyOZH/bz33XpbM1STC6Qeoq8DIPspHo2Ke7PQEIkj25XAbBZs9hZ3WahdSlMraMJ7L6X1IhpSZMK8ROyNiiR9nzs2ffZNFSgSthRDoYDL14mGb5IMnpsIUQhdG0dz+TRhRRHoF1huT5QCIzonIDydjqrFkdmNxosKQITl53KHt+jAEhBSqxIWjLNmefd7/kFHC7g8w5Sz6St8fCqw7q6uP230CaZLlNAwZNvncqleXW7Lm5Vtrm+8i+IwjRLwtQXN7YiJw7aDzk9p7IImexIAwdwsBFZGxqAgeBxKBtno1wyYuDQr/uT06SkEfb+waN3hft0Xp/dH/wGKUVURIRJ1FWJyl7/sjIF27CeO9IF6UTUh0V46aN3dOUSVA66b+XhEBrRRRrOi3oNh3Snm2bcbskYQvldEhljE5VtpfoAeigxkiN1hGaLjBqx0R6lMKjRMlVetGlDAIn7BhKjTCSQJYohVUarQbd6OvEaRcQeMIldMuEQY2ok7B8fQPfdwlLDo2dBoeX5piYHMH1FM3Wzs3X0i25Jd+C8qQxbV/72td46lOfipSShx56iC996UvFz5e//OUndS2lFL/yK7/C0aNHsxo0x3nLW94y5KlptVq8/vWvZ3FxkVKpxB133MHb3/72oeusrKzwT/7JP2F2dpZKpcJ9993HX/7lXw4ds7W1xWte8xrq9bot/vWTP0mr1Ro65qtf/Sr3338/YRhy6NAh3vrWt+5r81/8xV9w6tQpwjDk7rvv5v3vf/+T6jPAM57xzCGvVrvdRkoHPwisJyYxdGJFNXQYq/pFtfPBDXtp6Qj3338/d999NydPnuTpT3863/Ed3wHYKIylpc4TjwWu6yGkw8rqSnYt+43jOMwvLOA6LpcuXbaGEyCkZHZ2hlq1yqVLl4htSfShiJDW6iawSEOqEuKkQy/apRdt0+2u0u1tECc79KIdorhBnDRQuokf9AhrCQ9eWOV33/sI19d7CNki9CN6SUYbmt9TQZQ4HJkc5+TsNH3YxF4Pn/3fXkVOZNEZY6zypU2PU6dPgBA89tgFwqCO71eQMsRxvAOjB4PYc5EpXtKx3kjHHfjJ/hZC8NUL22iVolNFklUj94zAyzQBoeF771sk8OS+++X9ydl/8kTaOJV0Yslux2F12+HqusflNZ+LqyFrOz5R4hD4MD0aMzfR5fhcyrEZh4WxMpO1MtXQJ/AkOQLmC8tfoZfozOPucHbXI3APUiINnjRcaZX5le99Kb/yPc/nBU9ZolLxWb6xS5rqfcdrYz2sWqRIYZBpGUdWSPU2xtjIFEDJM7zoNrh9qkbZcfBdie/CaJhw/9GYI+MuymiktFGHMMwL9jL070Frcj9cce+6uNm5jy8WDpN72i2LlDF5DkEeKYTNZpeV5V0uXtjE8xyOHB2nVgsspKwecHhplHY75vq1/hgak7f9oDaLQgmcnavjOIKrVxoodXDNlIP6OxjtsIaWyZim9kfVHudqA0bBwIW1R3PlEL2dMdJuhaRTobs9RXdrFq1djNHESVhcI9cwA8fSUK/sTFLzp61n3E0wCJq7dS62JdFEzMtvP4p0bETQkbIfKRGC0JPUSxLPHXZeGPavZ+navJr+OIj9P7IfCcb0c4IGoy3FPQpDMjNqtCFVllLsoAiuENYQM0Zgi2Rl98vojBkwSI3Z035BYXzslSJqbwb+HoiMamXZJaUjkPk4FVEoQxLrzHCwBWSH9kA5PD5D/iZjBn44+KHM1oiNkBnCkmfJfop2J2jTRekOljjF5kHmEZ9Bw2ewb5YtTh/4rO81jgZ/V1oRJxGJSrAModkcFMs5I8MwxhoiWV0rO7wGgyJKm/TSXXrpLonqkOouWid5gA+tDN2WZmvFsHlVsrsqiLopibdLt7TCjnOVHb1CM2nQjbvESYJSyj6PSmKURBhL167pESXLmGzh2jZ6eO44AttWjS7g20IaemmHa2sXeeTKg3z9yhe5sHqGK+vnubhxgbOrZ7iw9jCddJ3ZQzWOHJ1h8VCNIHQJSiBkSqp6aD2MkLglt+RbXZ60y/AjH/nIN+3mv/Ebv8Ef/uEf8s53vpM777yTBx54gB//8R9nZGSkYJl7wxvewIc//GH+03/6Txw5coQPfvCD/OzP/izz8/O86lWvAuDHfuzH2NnZ4X3vex+Tk5O8+93v5gd/8Ad54IEHeOpTnwrAa17zGpaXl/nQhz5EkiT8+I//OK973et497vfDcDu7i4vfelLeclLXsLb3/52vva1r/ETP/ETjI6O8rrXvQ6AT3/60/zIj/wIv/7rv853f/d38+53v5vv+Z7v4Ytf/CJ33XXXE+6353kF9lYpxe7uLvX6CLkjL04NWsBo2Sfwhqti53Lmscd4+OGHbUg9SXjxi17EoUOH6Ha7yCx3KE5iC2/QtvJ4uVxiYnyC7e3tLPJkvbeB73P02FEeffRRlpdXWFxcKPKDlpaWeOTRx7h29RpHjhzJ8OwWO9zpdDPq7exFhKEdNfnq6hd4bONrRGmXmcoUd0ydYLF+8+K6UaL4w/ed5yvnGwgEU9Ux6rPXqZeWSfUCcRoQZ3uvNob50TKve/6zM+MwNyb3K37FK6qI/mTEAEoVVbU73ZhyyeP2227j619/mEsXr3HitiN0uwYhXeRQROjxoUmwRxkCMIKH1q+x0mkQxwa3oXEqPtJzSAw4QiKNYMR4PO/EjC2WmEXATKYQyYyxSxtJmgp6iaDVdeglgl4qEQZ81+C5hpGKIvBSfNdWJpfS2Fo/wkeKHKJnihYuN1q890vnuX/sOM1eRM5mZIDzUY+TicN4oNmNZYaNN9Q9TTORLC7cXvTZcWBuoc6Fc5tsrLeZma0NjZXSWXFUE4NUOKZilW7dY5iqGuZGK9w3fZSvnlvFGy+x1nqUkrPDSLliq59rTTpQb2oQOtiHq+1ZC9kauJkS2s+7GTx52K99s7mv+A6T1YDLmynamIKW2WiDlnbNll2X7ZUWkeuwsDDCyEiIU4TZ7H0qVUsscOXyDhvrLaZnagX8sl/HZ1jZLmBBDiweGuH8+S3WVttMz1RuQpRxsDxhe+dJXGyqUmI5jYnao6RdNRTJ1MbBdVILc9vjXpcCPAGJMpyov4Rr7c+y0m4Qq5jqWMi9k6O84PACs9WckMUu7KEuCCiF1lnQ6KisuOXBIiQYJYamu2iRIIPYimKHyYkUDHuOzT6RUqBSY6+bK9mJxvGcfZGS/ArSsSQM+TwEJavsqqx4sBBZIVW5h+POWJiddVxkzqKBiJDRdt/LIxuuY/MalbJwPjerGzZ8SVv7KE5CfF/huH0G0/5e//hSfC/y8TLFF0PnalARxJGi1UzxfYHnGVwsm5kjPCzlfl9V2Wtw5gbN4N97YXCDxw+1MzMqUxURpU3itIkyMQgztJcoE6G0hzHKjo+Os16Ok6o4K7Y74IQb+CVNoNdUdHc1SQ+UUeBFJKUWXbNLYiJLMmEMIivsZA3SbOJF4eazc6slRivarTN47jieb6NBSbpFr3sJjAAnM8RTxxpv0jLFpSYFLenFnWxubJhZGAdHOMRjM0yOzOBrgytTPB/arRalMkihv/HE35Jb8i0mf3/cxDdBPv3pT/OP/tE/4hWveAUAR44c4U//9E/5/Oc/P3TMa1/7Wr7zO78TgNe97nX80R/9EZ///OcLI+jTn/40f/iHf8gznvEMAH75l3+Z3/md3+HBBx/kqU99Ko888ggf+MAH+MIXvsDTn/50AH7/93+f7/qu7+I3f/M3mZ+f513vehdxHPPHf/zH+L7PnXfeyZe//GV++7d/uzCCfvd3f5eXv/zl/MIv/AIAb3nLW/jQhz7E2972tn3RqceTwehJp9NBCEFYKhUF9To9uyGWAmeoWOWgLB1ZYnZujjRN2djYoBf1N1LHcXA9jziKiuM910MimJqaZHt7mytXrnDy5En8rPBqtVLhyNIS586dp1KpMD4+hkAQlkKOHlnizJmzVCoVZmZmUKlieXmZXrfL+PET9sUioNHd5D8//B9Zay8XMKDt7gbnt8/y7MWnc+/swYbiX39umS+f22GiXqLkB/R2NGpsg9pIlzC8gu/O0o48EhUzM+rxs897GbP1nKUmfzEPvzBggEbVZPUklP1bqZQ0sVaVUZJeL2FqaoojR45w6dIl6vUaM7MTpKoFSLTpkVOL9+XmyqUBtJakGjZaHd7x4Mdx6yG9lSrKMejdBOmmNulZ+oiuz9OfOksn8pDC1inSRqKypFyVQpRIotQhTnJiC005TJnwFb6rcR2DFAbH6Rs6fcd4jsUYlt/80AN8+myL0IX7nwnNjqAbaWqesN7QeoMPro7z3HGHiVDhCFvTYqXjspYs8Y/vP1YoRkIISiWP2bkayzd2qVR9almivzaGJE1J0phEJUR0cfUs2kgMCf2KJtBJJDsbPo+0VxFpylPqNloXJVioShqTKoXSFlOfJ1zn0LsnJn31VeS4nL1HmFxd7RtnNxMhBN919wJ/9LGzGeOd/UxjSFJ7neP1kNmxMtMzVfzApR+5HJ6XWj1gbqHOjesNwtBjZDSknxOxF+Y37NkPSy7zC3WuXt4hCF3GxsKBY5/gyDxZJaePLRxq10prhZferfjzBzp0e2WUyvqcAYZKQY80leRQv1wK1FD2/3ZieMP938NmQ/GpB7/InSePszTfI1VtTBEF6J9Ldpc8T6ZSshDRZs9wMzuozxAo8i2kuGABsc0+lI4kryV2syWRkx3kCn8eFNlv7u1ZV8a2PSi7NsfHgNbWyFGpIYlT/JJj635lBpJObT+NsrFUKfsGv1KGJFI4ro2S+YHEaEgju4eoNCVnjSxynrJ2pKlLs71AoCJGvRWE0MU6PEgGHWGDZprReTR+wJnQv002YIK15YjN1RjPdwgCSVjyKFcqVMsJlbIhDAxBEBZ1bPbmBw0aQd+oJlDRtuz8VCX04iadZNcaQSrPUeyL0jE9vWPnXsqb7hv2U2sEp13oNjXdpiZNFcaJ0X4X5XZIZJdYxdbIBYRyQWiEFmSBnKy2U/40ZAaQNGAsC1xqGmw3PpYhFhyUjsAklg4baf2CQmFSicny0Iww9jMBqDzHV6FVCgaavQZh4ON7MBrWCXyXbidCqwBkBvu8Jbfk20iekBH0Mz/zM/zyL/8yi4uL3/DYP/uzPyNNU17zmtd8w2Of85zn8I53vIMzZ85w++2385WvfIVPfvKTQ3lFz3nOc3jf+97HT/zETzA/P89HP/pRzpw5w+/8zu8MHfNnf/ZnvOIVr2B0dJQ///M/p9frFYbTZz7zGUZHRwsDCOAlL3kJUko+97nP8b3f+7185jOf4fnPf35hFAC87GUv4zd+4zfY3t5mbGyMz3zmM7zhDW8Y6sPLXvYy3vve9x7YvyiKiAYMkd3dXQCSJCFNU7TW7OzsUK3WiqJvSluFVqDZbUV0ax4l3x2ArdjNvdHY5ezZsxhj6PV63HPPPaRpmoXPNa7r0utFpKkCk2PG+3WJ4ijiypUrHD58uCBbGB0bZWZ2hgvnz+P7pyiFNj+oVqsxvzDPlStXMMawunWDi9tnGRkf4VrnAkf847jS4RMXP8hGa42RYAQn90h60I47PHDtqyxUFxgvjQ6NkVKaT39tg2roUSv5pIki7Ui61+5gdHEZ6e9QCjdYnK4yU1ng+Udeymx1ZoAdCPru2763ESjGU2mDycYlH/ccKqiVxU23Wm0OHTpEs9nk3LnzVKsVKtUySarBKJSK90QJhiX3DGsjUMrm4ey2JX/84JfQWjE6o1ANgU59HE9ZZS+GNDVM1QJOHj7M1XUvo0/VGO2QKqt0eK7B8wyBqxitJISexnNtxEiIfi6UxPRh64YBpW+43alO+ePPfoprzRWOziuMtsVIXekQuKCTEqGfoLULY00+HhuC7XECJL5X4/uedh8LWx02NzuMj5eHFLl6vURzN2L5+i7ekTFcV5IqRZwkJIkiSVJiHeHQQZo6rqijTIzAcHXH5esrJWLdxaguQgq+trPLkbGAw6MpGGHpgFNNnKQkrrIvdwafjWFv716lLa+DMwgDK+bPmCJCqJUhzb53nMECif1j83sCvOjkDGdXdvn0+XWUtrlnjpC4jmGq5POaZx1jdraGlJZmGZOVTDR5HkoWiUJQqwWMjZW5fq2B60nCcBCWOdi3/TC5Wi1gcqrC9Wu7BX314ymve0Xr/jX1wFh8Q8nGptPp8GcPvY+eaGEwzNYqNDw7dlEcIKWmHHbRGjY2pwjd4UQL37G5gEpIpJHM1Co8sHqDw/40o7JG3SujdIRS7NOmTfG/TOEz1igo+4I4EXQGyhINijVQrNPB3YMQ1ybL39G5wWXnSqVmGP6HKY7JQwgqyUgQMrruwhgSufE3rKhrrTEKpCvtujDG5nAKW+hSa41ObIRMSp3dSuI4Ns+o205wMzitJWaAIPSyfcCSOXQ7IZ1oHuE6OPEuUgiCoAl07DlaF9ELIV00Cq0yGCAUfSz6o/t9OGg95matVqKAdQ8PvGBk2pDUDWkCKtJ0IkWnk7Cx3sXoDYSQeK5HqVSiWiszNjpOtVqjVLb5gYPb2yBr3MFR32FjXemUbtykEzfpxW1S1UVYGgoLKytCV32q8MLIy1nrDOjEFsNVEURdTdw2pLFGoUidNqrcQbs9S5WtLeU6qYMki8S5ABIj+nfpdyof8yz/yzEYx2DNJ1sbKDczpZsRSuTsQMUzIi0DojTFrCAAZdciMsFITZoxG7a2Exq9XaKuZnQ8zAxL+cT2gltyS76FRJgnAPz+lV/5FX7v936P5z73ubzyla/k6U9/OvPz84RhyPb2Ng8//DCf/OQnec973sP8/DzveMc7eMpTnvINb6615o1vfCNvfetbcRwHpRS/9mu/xi/90i8Vx0RRxOte9zr+5E/+BDejh/53/+7f8WM/9mPFMTs7O/zQD/0QH/zgB3Fdl3K5zF/8xV/w0pe+FIB/82/+De985zt57LHHhu4/PT3Nm9/8Zv7ZP/tnvPSlL+Xo0aP80R/9UfH9ww8/zJ133snDDz/M6dOn8X2fd77znfzIj/xIccwf/MEf8OY3v5nV1dV9/fvX//pf8+Y3v3nf5+9+97spl8vfcHxuyS25JbfkltySW3JL/neQTqfDj/7oj9JoNKjX69/4hFtyS/43lycUCXrLW97C61//ev79v//3/MEf/AEPP/zw0Pe1Wo2XvOQlvOMd7+DlL3/5E775n//5n/Oud72Ld7/73QX87Od//ueZn5/nta99LWBha5/97Gd53/vex9LSEh//+Mf5uZ/7Oebn53nJS14CWCNtZ2eHv/3bv2VycpL3vve9/OAP/iCf+MQnuPvuu59we77Z8ku/9EtDkaPd3V0OHTrEvffeS6VSYWVlhUq1SqVSybDbGpNFLtZ3E86vd0lSTb3kcWSqTDV0CQMH33VYX1/nM5/5DOPj42itOXnyJIuLiyRJYqM1q6usra1xx52ncR0PpRVf/tKXWVhY4Pr169x9992sra2xurrKiRMnqNfrhZes023z6KOPMTk5yaHFQ8RxzPLyMl9f/iIPdR/AcRxGq+M4SGIVsdtr4BiHWMcEIsARObOVsBW3XUkzbnJq8gQvPPq8oTF6bP0y/58/PkMUQxDahFMpBI7jMlGaYns35WknF/h///Dzh71jg7IHUgImyxvRpFnULSmSTK0HVWvN8vIy8/PzNmlUtegmTeq1Eej5PPboOaanpzl58jhKd2yCLjHapJZ2OoUolfQiSSeSJEpazL1nCF2N7xs+/MglPnTpS5TrWyjlAZYxKm766FQgPEVttMf/+byXMV+dQuusaKPI84IyQiJJFvXJnHuiz4LWakZIKShX/GIgboYC+ejZy3zo8ocp+V2U7kcgHO3zA9M/yF9tvZuuMqSJizGCWlilE8eU3IBXnX42p2YsvboxkKaK69d3iaOUI0fG8PbQVG9vdVi+scvcQh0vNOy0ttnpNljb2WSruY0QHr6cJQwPEauzfOxCyo2GhX+6jlOwq6XaJvdOVxOed2SXudEZxmvjjFVGGC2PZOyUeb+HGfQGx+IbQWOUMnQ7Mc3dmJ1tyZFjXsH+JR1ZeMIfX8Q+T3Oaai5d2KIXJRy/bZSwJDFGEScxiYpxpYvrZMxXSJuAjYsUFqZ5+eIOtXrI7FxtXxvywrw2GDF83yhKuXhhm9HREnNztT5pwBMS69FXynDhbMSx24I9FMxZJGzAf3ZmbYV/95kvc+fiKh2T4DBANWYEjjSkaG6fuJ0XHbkfgF6ieP9XLvPXj25YD7ToH+96Dv/0hc/k+aeP8ea/+QM2mjukWwtUgxHuOxbyktNlaqEcjnHudedlQRobRYFm17DbMQWJxaDEHY1WEFSHIXb5L9oI2J6E+joGjdEgM7KAYt3rfh+MNqSxAgdUolGJxgskrucgnX5tq32MmwPRFEE2x3k0InPf58WXh+iusznRxtJtO6718EfdgHZvARzXRnh0VsCzuK/BczuMVS4isIykOSZRpQZnDyGC0QK1OQ71DdzgZjDSrP3C5sUpZVnZtNZF32xNIsFg9LYfyaOIrg1NppGoWKMiQdTVJD2Diu13vudRqVaoVKuUSxXKpQDfD3BdL4umZXunFFmUTROnXTrRLr2oSS9pE8UxOqeiTgxxYgvXag1oGw00anB+BBPjM+w0NvEDQbniUq8HhGVJYiJ2u7s0Ojtc31wjUUnWJQdhBMIxRb5uHlFD5mxw2GOEZQ3N2TGFsRDJnJ1TazJ4HJhUgpseuPfv9XPvrSFlyHNlLWPo4tQ88VaZpaUxRurhwF4q6Hb2cKLfklvyLS5POCdoZmaGN73pTbzpTW8qckq63S6Tk5McP378CSfgDsov/MIv8Iu/+Iv88A//MAB33303ly9f5td//dd57WtfS7fb5Y1vfCP/5b/8lyJv6ClPeQpf/vKX+c3f/E1e8pKXcP78ed72trfx0EMPceeddwJwzz338IlPfIJ/+2//LW9/+9uZnZ1lbW1t6N5pmrK1tcXs7CwAs7Oz+6I5+d/f6Jj8+70SBAFBEOz73HEcoihCOk5BPW0kCK1BaqQxTI+6aOFweaPLbqR45EabSuAyPx4yOxYyPTPDvffeaxX8DNoVhmEBByiVSpYW2dj6ANIISqWwgIF5nsvc/By9qMe1a9e4/fbbCYIAIQTVao0jS0e4cOECUkguLK9wsbHLuneW1FH4xidJIlIpiHoRrnZom6ZN2nUdPNctsNlJqunFmoiINII4SggyiE6sEv7u0icJxjw2L42SmDRT+AWuE9PtreMzwrPvXMoUxf1i4SjFmzPD0SvLipPt3kqpAgYHFHUlwDJDNaNNItXBdR26cYux+iSLh+e5cukatVqVQ4fmiVJBkgraPUGj7dCOLGud5xrCQDMaKEq+wnPBkRYH/9GHL9HSAU5FY4gwOjMOaykOBsdNSEyJpdEJHDmgeA1p8nvw9HtgHq1WRKsZc+ToWDGue8UYw1988SIfuPxJ5kaaxEqgjIV62HQqe+NIaxKtwUmR0lCvSm6vTvOdR56zD8boOA4LCzUuXthidWWXxcNjhaJsjM1tuXZFc+Nag6kFn0QnJCqmk7RJiXGlQIm2zdfC5fpuSqw0vmthJUZrhBEoYwsWrrYFsUrpqS4GZfHzDlmdKooxyvOfhnNNhoupDq0drKLZ2Oly43ojy9cpZWxnVmmSMqvtNHBOf2z3Xy+XKNKsLO8SxymOFDR2OpTKDlGastONiRKF5yT4rsRzHEqeh+f4gIMjBZWKz8JincuXdiiXPcYnSkP3GOzTMKwKkliRxIqV5SaVij13UJl5fBmG3rmuZG8dGvso9RXpf/fAA0z4kg5dbBqUHrqcMiCkZrlzA8e1i73iuLz6mcd51uk7eM8XzvDYjQ2MgOOzk/zws57KPUcO8Zdf+TCXNjeRbkIq2si0wocf2ebCeouffdEU5SAnjrlZT7KCmh7UhCUFaEZmCNII4AbQ3bWEAK6fjS25sWe3GAt3zWCMwq4b1x3AHIk+RNLmXhSWlFV4M8eFECbb5w5wWJgBHGuuq+YGgsgcJDk1t6CPw82V/OzUJEoBh04yQyJqODLBkQlCGbQZLjqtjI82AZ7bKeZNSGFLQ4l+gU9D/wEqlPi9MmQE9XN0XF9QlFzOFO58r5aORDjYMgP75jEfUwNoZAm8siActVDmNBIkPU3cjWm0emxtb4IRtu6N4+C6tgCrdByktGOnlTXCkjQmTmJbrgD7WZGdKCwE0HEkTu7M8yWOa5nyfE/iuQ6dFpy+a5xy2cH1XBxpES3NrqadWGNXmRRt0szJYdBGIjPDNi9Ga4QAJTIYp12nwtHZujMZvLm/vqTIGeDse84IAakEJyMgyWzIfQaQEAWKLx9fQ5Yr5AqC0MV1BdqTxJHOIJJ2gVkW1Cev592SW/K/s/y9iBHGxsYYGxv7H755p9PZR7HsOM5A1eKEJEke95hOxxa9fLxjnv3sZ7Ozs8ODDz7I0572NAA+/OEPo7Xmmc98ZnHMm970JpIkKWoffehDH+LkyZNFX5/97Gfzd3/3d/z8z/98cZ8PfehDPPvZz35S/VZK0e12qddqBabZYDHmRkskGs+F+bGQaujRilK6UcpOJ+H8aotUGxbGfNZWV0mSBG0Mly5f5ujRo4V30PM8lFIFXa4QgjAMh2mzHYfFhUXOnj3LtWvXOHr0aFExvFarIRzJf/j4Z7jUiTFOwtTsKsJIuk7CiNa4UuC4glLooRIfA0QmJpQhTvaGNJ5DO+7gKY+RdJJzZzcolT3Gxkp8aesCm51dphZDGlsVOrse0tEICZGybDRPvcsaQQfJvoT/bNNPlU1ETZUijmPiOCZN02Jd5PSqAK14k8R0LdQy63sv6bK0dJheJ+LCxYs2Z8sNWd5K6CWS0FeM11MqocZ3NI405EXgbaQGPvHYRTZ2eoiyT69VJ6w3EDLBqBzjr9Ha4UjpCK7Tr91UdGXA87s3/2RQJicrNJsRN67vcmhpNKtgP3zcJ89u8P5HH8Ovxda7XHyf5YrkxoAR7DbrbDXGWJoUfP8zv4PpyuRNsfVB4LK4OMKli1tsbrQZnyiTJop2O2Znu0una6OS0aUIr5YQmZhe3O23TyQYk2KMzfOwik6Gw8+VrSxepbSd6ziNBwgBHg/7n+tjw3ljg4ZQQVHfili+scvoWImxsTIXz8eFV11oAcgsv2TYANkvWdRAG5sXtdxCCDh6fBzPNyjVo9WLaHQiurE11KPEUmq7UpCWNPWyxJMZTh+Hai1geqbK9WsNwpJLpeIPtWFfjoMyrK+12VhvMzVtGeLy/KBS2Tsw+vD3kcGxMAZ2Y81kKOkXG90/NEobvL3VNYFDIzE//p3HGKvfz0RlFKUNG60G7/rC+/nvD38qU+oEsTIkWjNZ87i8GfPZ821edLo+aIsddFuUNkhj6wdVy4JUSzpxn4JcYJ0hQVUQtTUqlQTlocBUIcVayoqd6qIWUP/muYFll6iNzOTr8YlkVAzNjxikGhg+u1Bw9wy5lFkEwbhoESKkoVZaJ/R36MVVutEYqSplGYQaYxxa0SQ1sYLrxFlkwAzNsVWE+zlzN1OG91JWq6ye0OB3QuRFpw2k0ubHYLKIax7Mf5yRyh5i6ULgGoKKpRc3WqJTQxpDGhnSJEElCT2FLUhNsaUC4LkOI1UfP3DwHRfXdXAciXTsenAccKSNTOfMezk1uBQ2EnPusZR6LcRxZGE5CyRSuDhSILP1bpeCJnfUmSLHMDe7sg0/K0xK5hQzInPmqVy/ESDzfCDTn/qsOLYQYOQwOUV/cijab00fXcy153jUy3UmqqOY2EWndnz6kbp86J/ICr4lt+RbR/6XssO98pWv5Nd+7dc4fPgwd955J1/60pf47d/+bX7iJ34CgHq9zgte8AJ+4Rd+gVKpxNLSEh/72Mf4kz/5k4I84dSpU5w4cYKf/umf5jd/8zeZmJjgve99Lx/60If4q7/6KwBOnz7Ny1/+cn7qp36Kt7/97SRJwutf/3p++Id/mPl5W5zyR3/0R3nzm9/MT/7kT/Kv/tW/4qGHHuJ3f/d3hwgY/sW/+Be84AUv4Ld+67d4xStewXve8x4eeOAB3vGOdzypfkdRhBCCcrlsa4qIAcdpFq7HGDxHMF6TjFY9tDZ0opRzK22ubXaYqgccPXaMTqfD1taWreUTx4VS6LoOQkiSJAZs/lEQhmxvbWc3si/mUqnE4cOHOXP2DGNjo9TrI/R6XS5fvswnrq7y6G6HkusyWavgShv96CYpxmgWRkuFJ95gmC5P0ksjdqJdfOkhhSTWMQLJffN3c9/sCbrdhJ3tLjeu7/L569fQgaFcEpy6d5Mbl8tsr5VRShKUFQuHd/i+lz4bz3X6evOQxjOk0QK23oNKU9K0D4NL03QoWVZI+gmiwuA4bmYYCcpBnYnqHIFX4rbbbmf3iw/yyKOPsnTb3dRLJRZH2gSOwniJ9V4KUygog8rL337lAmlX45Wg2xhHpx5BdRfHtUUj426FuDXKT7/6qY+zUh5HuyMzREJriFy+tM36WouZ2T5sKlGaa1sd/vvXrqOdbqbM2ddmXqxx8PJCGFLl0OtVePW9J29qAA3ev1oLmJuvc/niNmurraKuSLnic/T4OK5n2Gnt0lFdkk6aUYDnhUlTlGriOKP4zhbdRBTzVDTN2NaGriqYrzQGZXTmGR2OlA3LXi/o/iO63YRr1xqEocvUdHVA9xpkXsv/fXyK9NwI2dhos77aZnSsxMxsFT8ARA+lUnqdlET1mcpyJV1rQ7MX4zqSaiitFx6BlA5T0xV63YSrl3c4fmICz+/DTQfbF0eKa9ca9Loph5fGqNV9jLbQuKtXGxw7NobrOfuM6r5iU4Qi93w+LAevCcN6x+Ow9FjV0b55xMZPODa2lF9k6GwdbfN/f+S/MlubYaetuLK9QiuKMIB0FEYL0lSyrXeplatIAQ9e6lgj6HHmI++NVfoEviuohiYrKEwBw5IIXN9CH3tNTdwT+KVsv8AaOwYyOFUGF9QaOQiBzC0qyGiotUUrFZ8/QQXyoMc+3/8GjP69DGnFocLSZSNTqnKLbm8M14lwnZRysEPoNUlVgEEi0KQqpBONsduZp165gSOjojtka1ql2ho+pn/vJ9qfXPHe97mw1PrSscaLMZDGBpkbTTepYrgvGgvWseSC4wq8MFfa84K1/UHMo1MAJd9nql4j8DyE8DIihP5VDRaaNjwf+Woa3heKrWigjULIrI+SKM2NFuuGQrkYqckJPIyxJCloadn8hEBo2/7BEgLWgMq9bXlzMqPGUWBsyYSDbaDsPGkoytpqa+xMjUwyVhnB9Dy6DZ+FhREmJsvsbEdorajVgycICb4lt+RbS/6XGkG///u/z6/8yq/wsz/7s6ytrTE/P89P//RP86u/+qvFMe95z3v4pV/6JV7zmtewtbXF0tISv/Zrv8bP/MzPALbmzvvf/35+8Rd/kVe+8pW0Wi1OnDjBO9/5Tr7ru76ruM673vUuXv/61/PiF78YKSXf//3fz+/93u8V34+MjPDBD36Qn/u5n+NpT3sak5OT/Oqv/mpBjw2Whe7d7343v/zLv8wb3/hGbrvtNt773vc+qRpBYIujTk9PZzV3BMIYHGl93kbrzFNvN5y8tosRUAtdDk+UeORGk41mzJjn4Ps+4+PjjI6MkCRJAb/bXzDVwvMG2epsbkdCq9Ui6kWcPXuOUqlEHEfg+Zzd7VAtlfCMIo7ArVRxnB1wAiKliZSm4koLETGG2yeOc3TsMF9dfZizWxdRWjFfneWu6VPcPnEcAN93qddDoihl+7ykHFhIhONqDh3fZem2NlpLjIjxvJTR8kihiBSydy/OPKxxFBFFcaaMqiICVNRSkRKkodFbIy/OOV5fYLtzHYOmEtSZrC/iSh+lDX5Y5sSJk3z9oa8itq5wZKyGiBLAYASkoSEtQ6sd0esmjE9Yz3ur3ePS2hZpt4qbpOC59Fp1eu0ajqMs3EE5PP/ENDMjpQPXyLCCOqh8DxsIIKhUA2bnaty4vovnO4yNlfjkuQ3+9pFV1ppdNlsx4YilCo5Sl9BLSNUeQwhL693pVnnlqTHump16nBU83M6R0RJB2EQ6kqVDY4ShU9S36cY9Ag2dtqITd9BGW4w+YIRC0ySQYyyOCM5tQqpBGE1R71NKBIbDo5liRlYQ0dgf24Y9y2EPDCT3Sg8qkMZAtxNz5fIOYGscua4kjgdqomT326/Q7xULD+u0Y9bW2nS7CXPzNcbGy1gUZ4zJ2tuPYGEhLHkRTCBOFbvdCNdxqAQSUBisEjW/WOf82S2WbzQ5fGR0H+yv1Yq5dGGbMPQ4cfskpZJn+y0NC4sjnD+7ycpyi4VD9YLprlBkhUHrtO+pzvKTngwdbi2A5Q0P4iolN6GrNY4R2RozaGGouSWOjZ7ed66UgpnqKKfGZ/nk1XN0ehpHWkptIVMQhrhTybT7lCuNBo7xGa+61rF+M118wNDMR1kAoS+oKkmiVAHLyjm5pAS/LInaBj8UhSJe/CsEaaJxfQetlc1dy6MiAxFGCwPLnjFDVqvrG4/jkAMg29iGnn0xfFxhCIk8QJJljGQU25Vwi9Bv4sg0O97gOGnxtwF8r4PndYniERCDdYMMcewQR1XLOidSfLfLEy2XmRsGj9ttAcLYqA5ZtFVpm3OlYl1EYJCZzi+Gc6mGDPViHgcuL7Hv2OxeYO8ngCAQeJ7IlPsB1jcyuvRsvPfmOWVBseLznI594CBbIgIbSfFdn07UQ2YsdyAy9jaDMpbuP48oCsCkNtqDMJj4/8/eewdaVpV3/5+1djn19jJ3eh8YhkFRUBDEAoLG8tqIMUUNauwtRpQYjeaNMdFYo3lN1BDzmkR/MVFj1KhRrGABQZDOMEwvd247dbe11u+Ptfc++9wygG9MMfPo5c49Z5e111p7ref7lO/jgGPBEpCGLqcKQQaGtEAInQKiDAH1eybz8MlF7JKu4zA5NM5IfQifKvPzkvXrhhifqKXPppk+3uH4sQ7lsgvyVLHUU/KLJf+pIGhgYID3v//9vP/971/xmKmpKa6++uqTXmf79u384z/+40mPGR0dzQujriRnnXUW3/nOd056zOWXX87ll19+0mPuT5TWlMplW1iRwsZnY25sbtCyohmouAxXfTqhIp4/wd5796CVwk/zeaQUKGUV/iIIsuFLPrbGhaVUbbVa7N+/nyAI2Lx5M75vv69UKtw736Qdx4zVKqgkJgwj/O4a3FoT6YQkyqUbK3zX0I47DJeH2DG2lZpf5aKN5/PoDeehjcaRvfCXogJYKjkYPYJSPo4TEccujnDS/AuFERFG19k4srUQgkLhWv2hDVopoighimzF74wOO9uoHMchUi264QJKqDRMQeA6gqHaBHESMjm8Ftfx09ACTRAqKA2za9MGhglRYYBXLmNMgtAKLw2hjyPN4UNNarUS5YrHp75yE44X23juZoCol8Gz1KUqcUCDCBNe8KgtD2i+LM4Dya2RBQv+0HCFIEg4cmiBL95+lG/dcwIpoV5ykVIQBxW82gILQRnfSXAdnRIxCBxpFf9hb5w/uvRRzB0POXqkyeo1gzbMY8m9+8V1JavXDHLgwLzdWNOk7Gy8s8TeTFkTWdwgGq1bGCXZNVXhyEKHZiT6HRIahBKMxjWgZQuu6jglBdBLlJ7i/Mj6Jo8aEj0w027F7LtvDr/ksn7DEL7v0Kc4ZFZb01Nqi6Ajq69iDLRbEcePt2i3Iqo1n02bR6jVvNRDmmCMIowTmkFCK1DEmtT40a+0GQNBnLDQCXCkoOxmYy/xfZeNm0bYc88Jpo97TK6qA5mS0ubI4SZj4zXWrhtM+7+X3+D7Dhs2DnP3XSeo1jxGRi31vQU9BiEUhphIWS+lzUuyZA2ZxLEiSXROuV3oabQ2PGXjTv6mdQ/X3DvB47dC2W3Q0gka6y3xTYl7D+zgXfv2cvb6YS7bNcVYrVQYK8OTt5zNobmAW4MDGBEjXI1RkrBVI2gPkoVKCiDSmlbQyo0Ey0qqC2Z5PTqde44UVEsQJZJmV+dFlLNFRaYAQsVmSfK/lALXt8QdruegEt0HUoqAxHFE6kHJyDUeKMFG4REWF0dd6bhFnhlhslwOjSPDfC7nin16rPUaGHy3i+8GiCwnJbG/O51Rumo1xFD2mwzXDgI9I8HJ29QDIUVZzsOYeykcg+vYmDjX2PmnU08ppN63FBg5Tr83u9+f2ftASiALA0vfCyEEvsyo522OTfZOL3HFLbGyLP9nDkwRONKxeUlC5kAYKSi5PkJIwiS0USBa2qKw0iVRSdpuA9oa7HBT7072NzrNN4MsvtIUPViid272vD0AZM/JzDuu47BqaILh6hAyKrMwK1FRmkMs7RoyNl5haKREtxPTbifMzXSXDvQpOSX/jeU/FQT9T5WBer1nyYJ+U2buYrff9uUvGFvxe7jiMdtNWD05RbvVZPXq1YyMjKShSA6Q2IKprksYpZWtjcDzvFyJO3bsOEeOHGFgYICdO3dSqVb64ohlo4FV8hSOKzCBJomGEHIzTnk/rhsSaU2gfKbqq3j85gup+T3abyFI84KKz9PbAJV2EXgcPDrFmqmDuG6I1g6xFniuJkk8Th9+FJ70VnDtF8XQ7XZT8gOVe4KKACjRHRrhLMLRKcmCvcKJ5lGmRtZTrq/qkS+kypLBMD3fYlfVQ4UJrSCg7np4noMWBpTCCcFL49u1MTRabb57a4PqaoXnK6Kug6+6CM8B11rXkw48fGeJ0cGlpBlLnjMDDIs8G9lzZ30rJQSu4JN3HOWemXb63DYMwxWSoFslCSuIUocTnRqDpRDfTZBCo43NgXvpI38Jz3UpewGHDiyQxJrVawfw0zpVJwsHGx6p0GpFHD64YHNgvELuR2q9zU7OmMWM0BgZoXWD0eoIqxNNK4iQJftk0kBJS5yW5LamYGqsTiy7ts4OJrfEL0n0LfRP0Z6QgZlGI+DQwQYDA6UUNDgFoLNU7D1Sy77I8mFsuFOWf1Orp+Cn7qekGwZDiFIRnTBkoRvSjZMlBTv7VVcbdtUJYzxHImuCkifBOIBDre6zZu2QzQ8qu5TLLocPNVhYCNi4aYSR0Uo6TilxBMYqSEZSq/usWz/Egf0LOK5kcNBHaWUtyCg6UUizE+A6kqEquBKK20OjEXDsSIvNW0etRTiVKFKWBVCO8Ii1NX50uMWX7ppg3cAwqwY6IBVzEZyYXcNAtY7Smm/fPc29J1q84rHbGan6eb97jssTNz+UO+/zcUsh7eQY3cYYxgikzOa6QBsbTnkimbd5EGkOhFk0NwXCApze1Ej72OA6gsGqJFHQCVVhfbJgWbqQxAbpkd83GzDHtXksUgpwbfhSdnLmAVIpE5pMSSWEoFcn5wHioAeau9VTdlMlP3MWGEvQ0jM69LxLfYaGvHOyE20SvuNI/JIkCMF1AqrlOTKyjPsLh7Nt6T8kY8/rY7XrawM5WEPky4Xtu9TT4piUMU8bwljnbHaZd6g/f0X3ahwZcqY7g8318bzsfpI8qHmR8WTJmrBcWB/ZvXvgyZEOTpp7atlS7XrVjjoIIXFkL3dTICh5JTpa2X0lqwGVAiQ7fCmDW+GeGW63uT0672tjLLkSZPUBM1iYjr0weI7L1PAkI7VBSk6V9oLL+nUDGATHjrSo1308z4blea5DadhleFgwOHiKHe6U/GLJgwZBv//7v88VV1zBxo0bfx7t+R8hmdcG0o2q8J1S/V6gDAxhTL5BD1YdGqHixIkT7Nu3n4X5eTZv3syRo0e57LJL85wjz/dTzwggwHVda0mTksOHD7Nu/TomJyet8p+x1BiDMRGbx2sMlD0aYchwxc2roDvxJN3OMLGY44KzJtm1eoo19akHtGH3FE3Bl245xEwzohMOc+CQx8jgDLV6C6NgvjFMhU08+cJHpWcus+EWvGdhFNJstaylM1cEegDIcRwcKpS0jyJGOk6GPklUyHTjEJND63GdwcKt7IZR1hHSKGS5gpMoOu029YGapd0VIJQhasYMDJYolRy++IMf0wkN7kKNDdtOsO+eccLAQ4SpRiBgaDjkissekvVK4RmXFwFkRsp8PhTmhjGGa+48zl9fex+dMCELanIMdKMEjLGUy7NT6MFpTLXDia7EERq0yyPGTrN9Je1yMDBQZsMmyZFDDfbcM8uGDcPU6t4S5SXzDFkPJExN1dmzx3qR1q4bSp13Itevek/Y0ziNSEjMAnF7nOkThnHHxRcOCoOLwDUCfMOxZkJ3doLBoRlc6aTAqvcOFcPcevOtf+5pbZid6XDsaIux8SqTq+o9r8kikF48f2m4nSHoJhw53CAME9atH2JouIzMKskLk3qAApQJ6USRJUJYdI2i9bo42AZDK4xxHYnruLi2dDxCuIyOVQmChL1755BS4HmSbTvGU8IEAyIGlKXkRSCFB1jK8+GRCmGo2Ld3jrUb6gyPOBhjAVCjGxFECY4QuI5koNyzsmttGBwsMzPd4eCBBTZtHkFKQbsVcehgA+kItmwbY1f5cRxrNviz732Lua5iT0sikipls4qaB74rKXsONd/l0HyX79w9zdMesrZvwDaPVdkxMcIP9uyjPBXiljrE3QFUQq7gCmEo1Rp45Q6JUnjCSVm2xJIOtTTE/f1uhH0237VASGkIE13wbghc3xB1DV6ZJfTiUgqUAZVYoON6BaU/u1cK1IQjcs+FXCE35t9D+gAQi+ZX5hVctH5k5/WBJGOIYxuGJh2oVOdwvBjf6yBFRDEnqM9At2ybyAGKUpYmHNKcTOy8ypjucmpu+sGfyEck/yAPtXU9a+TQaficpZfWSFdijCaJbNFTUvAThyoHYX7FteDHgEbbtRCx6P0vsNUJlqzQ/WtOcWztQ0spcYWD73k5RXiSWMODcSQKgcGWxEh0Gq4os+c14GiEtjk+xpAWqpUIRxfAbA805o6r4hCnm4fRpGF1MFCuMzYwwnB1iFq5Qr1cZ+14jUqpRJJo5ma6HD/WZvWaemHO2r4J4l44/Sk5Jb8IskLq4cry+c9/nq1bt3LxxRfzd3/3d305JqfkgUmRyS5T2FeyRGcWLpubYLOFfE/iOpJqrU655HPo8GGuve46BgYGKC7VJd8niWNbe0gpGgtNktiGx23fvo01a1bjpnTWdoO0ipvWHSp+zONOW0WcJCx0IrQxhEFMqxsz39FsHNrAJTseyrqh1SvXIBEs2jnsM3bCmO/ec4xqyWP92DBJVOfwsfXcs/cM7t13Bsen1/HITdtZM1TLN7Ye2xJ9F9XGEHQDlLLHFFkBMyps3/epV4eZGt1EpVTv83gBREnAdOMAYdIp6ucEkcZJNzbHcajWahgMnU4XY6SlWzWGJNaMT9RodLp87749SAHdRgXdrLHjzKOs3TzD0Fib0ckW67fM8IgtJTaPr8r7YwUdIu2/RebUwrzJ2vmdu0/wievuoxMlOZWzwRIjZK6/asnDczy681PEsxuRrfWMmdN40fZLuGB0S+G69uxq1WPDxmHKJYe9985yYrqDUmkCRfrTZ8wVAr/ksmbtEI1GyMJ8kCphBaWi8I/0CoBBmyYyNsTKUHIkvpFUtIOnZVovw9aDiSOPUneCpOXbMLkHrFDa5O7jx1ocP9Zi1VSdqdUDKZNerz+X5hdk062n4GitWZgPuG/vHAjB5q1jDI9Ucu+QQWNMAsRkRAkFJ1hxAK1lfLHSnt4v0ZpmENEJQjQxAkXGILlqaoByySWJFZs2j1Kv+9gOiTEkBHHAQqdDJwxsW4TCoBHCMLmqzNTqCnOzHbphwFy7w0yzSxAnCClQRtPsRgSxBVMA2iikgLXrBul0Yo4eaXL8WIv79s5RqXps2jRic5AwTNYH+N+XPYUPPePprK+ehtATVFPPURRa76wjBb4j+eF9s2ThOsV59OuP3EjZV4CgPDBPdWgGv9LG9QP8Spvq8AlKA/OAJIgikkStOPJCWBBSBCBWobQdX/YFAxXr+RJp3JAQ4KQOaBUto+Qb6w3KEv5VYnLvhEnH2vEEnu/gZknu6ej+nDDQkvZpZede5qG23inrvVTpd1oXwlRT0cqgE42KDXGkwERUSvM4Mupr++I9a/E+lnmhMm+KVgbXdxDS1h+KY03YVahYk8SaqKtIQgtcLEV+eu6iF6QYmgoFYJwx4gFBOyYOUk+cl4JQ6WJEFUQJYyAKNd0wJE4itI5QKs6jB3o/vfv2DZtYZr0ouNdMwWipUwNUcc8xxnoKs9ynzEOYhc9lfwsESI2RGi01JmVPMom0dNopY2bOHZi1Gw3KwWhpaxsJjXESC4AqdaaGJhipDVGvVBmo1Bmo1KmUSgghcV2HdesHWZgPWVgI8pIbxhhiFdONOg9qKp6SU/JfXR60J+imm27ixhtv5Oqrr+Y1r3kNr3jFK/iVX/kVrrjiCs4999yfRxv/R4soLJBG2Phzz5H4UlCuDbHzjDPodrsEQUClUs0pxZVS+L5PHMd0Oh2OHT/O7Mws69dv4MSJE3lxVJPGjWuTYEyINhHGhCgVcNmuSdpBl2tuP0YzspYqXxvOWj/C8y/cgpNbrVi0S/Q+yLeFNE8H4EgjoBUmDJZLlDyfibJPjPWQuVKy0O0SK2wojzZkMQx5SFW2sWpNu92m0+lSKZcxxvQxwRk03biFcAfw5QBVbxDpusy1DhNGXTIlb7FobQgixZHZLoPlMkK0MTrB8ySVSoVOp0O3G1IuuZb+1hdUqx4f/Px3afghwwMxx+d8vLkaYaNCeahDbTgmDDwWDozxqHO3LfGorOR1EPR7NIpijKEdJnzxlsOEscKVNrZdaZWrDsqA5whipVg9XGa+HfHEMzdwzqYxNo/XCIOEu+8+scQaYozB9SSr1w7mbH5BEDO5qp7mz/QzLWWW4YEBn8HBMsePt6jWbLZzDnhMUUmwm7wQEul4lDyB71gaZC+LVswBqQX/9bIh8ueJ2lN0FsAM9kJKVjIgAESR5vixFgvzAWvWDhZAy+JnXvJJYRSsNfvEdIe5uS7Dw5b5zfNkAdBpMAqDIkliulFEK0joRgqVgtGewWH5MS2+TJHSLHQDHEdSLUmkEQjh4fuSjZuGuefuGeZmOpTW1JDS1iIJ4pD5TkA3Sii5jg1lcSFb6oVUjExI/AGHZhhYz6ExeX8bA2Gc0OiGDFVsGB7YkMNS2WXtukH27plDCFi/YYjR0SpC9p6rKO0owU3zYEolhyBQxInO+6wRxMx3Y0YLtN8gGKr4PHXnGv7pvi6lWhPhB7h+0dhmkAKioEIYW49XJa3psjzKEOn/CwQXqYHGkVCrSOJE0AwUGS4VUuCWIQoMZa8fvOQzWqeU0WnNlqIBJe8TwChBHNr+zai4f15gKHttrOLfY0frkTX0SiZYcCZAmJ63wRj8FLQmsSKONZTohfzRu95Kk9hoSNJcKRXbY1SicT2J60lMSgRQG/RApLlLxhaVNcaQsaIYDTalVOTva7ZWZmuISnSaH5iCi9jYIq9lW9MHA1oLusEE3WgMx0sYqBwiVi3mmgEGqJfLeHnuVX+JgSIBxeI+ztezPkBo26K0IlEJSivCKEZp3evvvv63DyUK9yg+Xw4DBeDYgql9HkeVsj3mdeZSr59QNpzOVWR07vVKncmhcQaqA9RKVQYqNaqlKp7r9z1freYzPlHh6OEWnmtDaZXWdKKAzikQdEp+weRnygk6++yzOfvss3nPe97DF77wBa6++mouuOACTj/9dF74whfyghe8gKGhoX/vtv6PkBUV4tycLNJ6QobZVkzS7rB3770MDAyw9957mZpaxcjoaA6CWq0md9x5J77nsXXbFgYHBzlx4gSQLd4qBz5ah2hCjI7QJiHsxuyuV9i4ey0dX4IUmEbI5skBBkpu7mVYNpJrpQ3SGFwhkMLim6zq/UClQrVaxRhDI4jwnBJS9HJ3snMtO48m6AYYYwjDkDAMieOYSqWSW64sCFI0wzm6pkGgBxmuTVD1aziDa5iePwy0APDdMhOD6ym59v6J1hybC1AGRkfqmG4HEbTQaEolF6VKRGGIJwztKKY84mMw3H2wBWuhPNWk3B6h0XGo+IL4RJ0osYrWtrWas3euR2ebYh7Pv7TbFrO3FefH/pkOX771MPceb3Jwvms3sWze0K+PGm3Q0tDoxmxbNcAzH7Ye11ZCpFR2GRoq01zoFX/MFAqwoSejY1U83+HYkSbdTsyatYNUa35hftpniGPF/FyXRiOk3QppNkLKdehpYqQ5Crb6qBBlpKjhynFkbZTTp+a4YX+TsufgSpFb1ee6iqovWbuqTccPKVcTWgsJjXpEdVWloDwsZXGLIsXhgwuEYcL6jcMMDpYKYVWF3joJiBJAGCqOH2vR7cSsXj3AyGgRSGkwCdoolE4I4oh2GNEJY2KlU6WY3hgtAxj6b9wbw26sLFGCEJQ8kXomXSpVj3Xr00KqNcHgsKQThSx0unSixFrEk4RmECIrEjcN30xURCuMaHYDoqSnEBeJFAw2L8kVAVACkrQXJMPDZVZN1ZmZblOr+XnRz+Vk7XCFmw/OAx6OI/F8Q7MT01KabqRwHcEfffk2Hr5hhKeetZZayc3f9rUTk6jbD6HKXRw3sVbtlFFLSk0SlUi6HlESI4TATWwORi+kapkhzS3s5CFZYJnbPNda5HXhJNe39WaiLvjlTOElHzvpSqIwwXEMWZhY5nnJPBlJINCxwS3bujO9Qqc/RxREtnaY9NVbGmmQ/9vYRHmD9dYUc2wyggitDNIxKaDIT1t2Dhtj6bQxlgzCScMqjRb5O+e4EpPWaRKQG9Ok46ATXWi3XToyMJMk2gI7ZWvBZW2V6Zpl2wm+I9HK2POEQakSnXgcLctoZWgFaxmq7iWMQuZbAYnWDJYNJdcAPmIFIATZ65t60bLOSMc6I28wxhAnCXGSEMUJYRylmNuyxmXextQMBOn6n91FIKyTJ/33Em+xACNTQ5JQGCUwSqBVyiInQDhZTSJ77YHKAFMjEwyU6wyUawxU6lRLVVwnIzoprKESxieqRJHi0MEmU6vryJJl9+yEwUkm3yk5Jf/95P+JGMEqPjFRZGmJR0ZG+NCHPsRb3vIWPvrRj/Kc5zzn36ud/6MkV74WoSBZtB4B8+2YnZu2MDw8SKPR5ODBgzSaTcbGxojjiLm5ObQ2DA8Ns279OsrlUiHnyKBVhDYR2gSpFyi0VLlasbDQ5dDBBfySy+7TJ6lU7FRptSLuuWuGWs0WY7zfzXzxRmlgzXCVyYEqRxpdPGnD8VzXgqowsdbjXWtX98UiF0UKSblcJmO8c1yHKAzzcAaRxmOHSYARlma4EzWIVchgdZThyhiD1VGmaeG5ZSYG11Hx6xgsAJpvRsw0QtZOVKmUHIw/hDEhhCFGJ1Q8BxePhXbICTQbh0b4+HXfQXU8TOzQrHWZ3CIIj9WZa3rESlByDWvWtDn3YetwHKeghJ+k65Y5xhjDx7+zh6/efpQkVbCL/gpPCDwpiFMgY4BE2zCztcMVXnD+JnqEb3aDHBws0VzQ6EQjvJSaWPT63Xp4Sview9EjTfbeO8eq1XUGB22RQKUMc7MdZmc6GAMjI2WqVZf5+YCJigWI/UMoELg4coyysx3HqYMOecTOKkcbEYcXQkpp4cQgNviu4Mm7B5iVd1CmRrkqcTzJiWNdhHEYG6/heZni0rtRkmiOHFogijUbNo5QrXlkm30xn2HFnAasctVqRxw71sZ1JRs2DlOr+yllssYW+LIW3yCO6IT2J0pUToIgMpyVAn6LuXopzsvlQJjC03SiGFcKRpysyK8Nmxke8el2y+zb12CN8OnqkCDueTe1gXYY4whBvVwiSiygagcRidKFexeVY/tbGUMriNPPrIeL1JK9aqpO0I05fLjBxk3DOI6z7Fw+f8s4tx1u0AwS6iWHxBhmw9iGCErBaNVHa8O37p7mWDPk5Y/ZhpcqxJvGhwi6MdqM4debeOXA5lIYSdgeQHWqxFFslWGREMUxruNYZrF+t01xQHNbUkZalmhodw3NwFhvHeRjBOBXBEHLoL1FbGipIadUcTLblM1LSZVjYyDqWBKU8oCgVBU96//PCf/YR7TjmeLF/PFXDLdOvYBaWRDhOD2vnla9c3oKfu96yxkOstA3zysw4Rk7m40yaQB+Gl6VAiHPtwtSFrpoXXSF/S/95UqZE6FITU60kI2bBUECTC8/SgoQ0iBljDElEIJYVSwZjAiJE007iCk5Lr7rItBkWQI9Ou6+B+x5XIrzpSDaaBJlQZANIev27IVZaJwBo1LGN5OSemSvojApULLrt8yNFD0vURYiD9iQOW1D4LRQCGkp6R1pEEgGqzWmRiYZrAxSL1epl2vUylVcx+Z5Bt2YVitKWSNN3taJySqtZsS9e+ZwyxojY1rdk1lvTskp+e8nPxMIuuGGG7j66qv5+7//e0qlEs973vP48Ic/zLZt2wBb/+fVr371KRD0M4hcsupaESI3J+eG626kmJmd585bf5qzvMVxxN7DBzl04CCugZ1n7GRsbCwtatozj2oTAjFahxhjf5RO6HYjZk50mTnRZnyixqqpXu6EEFCv+6xdN8ChgwtUqh71gRJLgNCK8Vv2lyMdnrhrPZ/84R6mmy1cYzeHRhDSCkPOXLOas9ZN9SxtpJtHQTHP8qoMgnKpDKZXhFYIGx8e68DmAqRtilXIfPs4Fa9GvWSLLA6UR/BcP7VgGtpBwsGZDgM1j+GahyMUCEU8VIZAIWJreY71AHccmMb1fTboOtftPU6tDM1jA1Q3zNGsdTDrA8YTFykEQSmkEbtcuG1HoZsykLEU6PWU0/6+/dIth/nXW49gDJRcy2oUxorMMJsAZUfiYHOCYm0ouZKn7l7DU89aS7XUXyxTCIHvuUBEog0VaWmz+1nabVv8kmTNugHm5wKOHm5y9HAT6Qi0Mvi+w6qpAQaHynieQ6sZct/eWYJukqllZGGMthawgyPqOO4AiT6K0idoO22eeZ7HvsMjXL+/Sxhrdq+pcO4myVz5HrpaU8Za0wdHfEStzNyJLs1GxPhEjYHBUl5XRCnNsaNNOt2EjRtHqFQzZkTbp1mf66zox2IRth7I3GyXmZkOg4NlpqYG8EsOtsChZWAzWhHrhHYQ0uyGhLGy3oSlQ7fIA5S+xKJgdU4VocWePGWgFcZ4bshQ1U1rijkImTC+ymN2oc3BQ21qY2LJPRNlWOjanL5OmNDuRiiT5imxMhK3OQB2EgQqoOaWUlDo4jiCNWlY3PFjbaZWDyCWWbfOWjvExTtXcc2dxzneDGmFCYk2SCGouTIlXJGUPIe7jjW5+eA8D98wAsBYrcza0REOzbVADRE2h2yBYy0QWhOEhvM2VUmUQkpBlCS4cYwQfl5Utzh/M59qkUEsSqDZ0TQ6Kg85yp4gUzCFY/ODwradeybvO/sf15O54m/IcmwgCUAnBq8i8+KfP2+xDHlZjkhBkV6m4kKPEEGQxDasr1R2UjCXEg4ok+c99dBU4fdycxxwfbtPFdc0KS3NuuvZddv2iT0mDBSuK3IGuH6mNfpfBmGf0ys5PW9btv5pk0bS2bA46UiElHgyol45QaNbweBikCSqiu+0IfXcKaPTx+kZfnp9lTbDLLtSFCTzCOkUAEVEcZRSX/e8cxhhCQ+yVz8F0HkeUq9cV0p13QPvWWOW5kqRrjupJz8l5RgbHGFsaIih6iD11ANU8Ss5Q6oxdlwO7p9HKc3wSNmGUxtDFCmU0gyOuXTDLp2mRrernJJT8oskDxoE7d69mzvuuINLL72Uj3/84zz1qU9NKWF78tznPpfXvOY1/26N/J8iQogejeoiMUKmDEgg0EgJiVIMjozxS09+Mo3GAn/37a9x+57r6aJxHYddUxt4irsO13FSa7xlrQJQuosQMVoHKB3TbneZPt6ksRBSLrts2DjM8HAlD98otnF8ok6rGXPfvbPsOH0Sv+Q8qPAOgeARm6dwvUH+/ns3MdPucKLdpur7PHr7Zn71vIfjSgdb0yjvAZbdcbGbTvYD5CxdRqgl7cosadmF5zvTtKN5XOlT9sc5PieJE8OGyRKuQ9pHEYYI5SvwBaDxXIctWzdw2+17uPbHN9Ns+4xNnkDfPkHoKkqrWsiyIjC2OGrc9lkXDTM+WF/SnsVba5Hy1v7d2+S+dMthtDGUXccSM6is6kN2vZ7yqoyh7ElecP4mHn/aqhV6r9etWvcKii4Xnge2JtDYeJXhkQpxZEMPfd+GZxWJBtyy4FBygtsPNvHKhqG0LpPV/ZXNCzAttG6iTYtEzxGrgK/vM+y9r8TDVtepuJL9Cy3+4vsdHnK6Yc0qkW/ejiMZGq0wNFjnxHSbQwcX8HyHoaGyLVjbCul2ItZtGKZSdQv93OutIrnEYkkSm//TaIR5+JtNhjdgEgw25r8TRbTDmE6YeVcMGZ3yyd8Im0fSXwMqV1+XnJtoQ6Mb4bkOA2UBKLTWBHFIdUwQxksBkH1iOx/m2zYfRxmdJ/DL3CjS7x0rng3Q6ob4rsTLDCk4lNP8oAP7F6jWfEZGKkvO1xqedtYazlg9yHfumuZbd08zUHIZKHkQK6JIUy5LfMcCiVsOL/DwjSP5ZH7S6Vv46x/dRqR8TJCGuUqJ40OlFHHeJpcgVLiOY0GQdHCdLI+p16cyDRHK09MNdCNDo61pdROElCSxygkU8s5IQ4kc3xAFhTESvULDRuu8jo3WxoZqhYYkFPg1gY6yMf6PAUK2kalHSBgLCBFYJrR+IJgvLKnHxIKKNE/UGEsFrha9K/d/a9ITKK5Muu8l6/WzNUyIlDlN516h/pzJ3rEZTaadtnYUnBSIynQeGQ1JZHKQIQT4ThtHBiS6Bgha4SoGS11QC7ieRBuThqvJtH2yDxTnknvC+j8yRqOUJlYxYRwRxCFJGhqbqMTWpUsrRhidra8FT1tKcZ0/twaUpbcXThounXnRdNYPBfCkCrtAOoa+ruMmNYyGslemVq4xf0LhT4JbUNlqdZ/Vawc5eGCBditkYsqGhc/OBHglQXUQTFcRdmF4cvJ+ZsApOSX/veRBg6Bf/uVf5oorrmDt2rUrHjM+Pt5nxT8lK8ty4GGp4t5vnTIIamUHAyx0YsYGynzh7pv4YeMIBo2LRAvBTUf3sXf+OC89/1K2ja/C6BitbbEzpToIERFGAdPHW0wfbzMw6LNpyyi1mt/zHKV3LLYljhVKaxYWAg4emGfj5lEb7/5AgZAQCOFw0WlbqLUDbj98lNN2nsGG8RFWDQ7koRsnu1x2jFIq/yl6iWLdwaAtHfYi0VrRCGfTf8dEKiFWmk4YMd+RrB2rUPKkjbdOySK0ifr6IUnaTE4N026v5R+/93WU8miXYcPaFgcODdI5Xqc0FIDU6MBjzBE8/9fO7o/UWQYA9bqod+DxuYDrbp1h/4kWxxYCMkIBrawC5kpBYkye1F32JNrAQNnjRRds5qx1w3337G3g9h9uWtMnq/+SUV5rnelJ/WBBCHBdge97eQFIWah7cag5w/932/c53Ji3uU/SWv9XOT7jxoDSKALCeBZXdtEkaEL2H9XceLtHksCXmy0b9mJAGsEPbqlyca3FmpFy2haroZRKDmvXDTI+UWNutkujEWC0ZbdbtWWUatUnsziTeqFy3a8QIlTMkQA4dKCJMYZNm4ap1UupR9EACqVjwiSiFYZ0woRIqdwqvTKgWDy+vWNzZatg6V1OIqWYbwe4UuK7Lq0gZL4bkKBxTraSGyz4KTq9DGgMjukxmuW1cEjnX/p3J0zw/ZDBss3Vsg2WDA6VmVyVcPhgg5Jv6xgV87Oy62yfHKBecrn58AIVV+JKSUdZS7PjCDzPGlHClEIZAUobfnyoQVnWCHQHU0q9ZiZCaIHrlTnchEopQWnrbY1VQhQ7lHIgb8esmISuNHRCQyvQdAPLQCcdgSddtNKW9hqrXGa1gISE2rAL8xA2DE7JpNZ7nXoTU++JMiSx/e1Xs/xFIKPv/nlLBn7S/hdS2ER6aRPqC4fltgClQEhja2WloXzWm5oWPNYacE5igupJ7x2yB1vl3L5jYVfhV5aGAWeg0ghrYAgDC4SKxCUmC6ejcH3S/mfxtQRIKFWlDb9LqyE4bshw7SAL7Q1EqoLSJUI1SsVpWkY8Y4GIK0Ege5EG6XuTeWms18+Gn2XALlYxSRgSxiFhHBEmEUEUEEZh6lXBzgGTglEMRljWOG10z6tm6OVwaRDSzk+jQRiZ94HQae0fmRIOpWx6fQMsQOIiohIVz6Pslym5ZdqtBY4kTTZuGsmBGMDIaAXXE+y7b55mM6RSc2k2Q8amPGLVIegm+M4oglN1gk7JL5Y8aBD0lre85QEdNzg4yE033cSWLVvu/+BTcr9StMwLoF5xcYWgHSq+f8ctfPW2H6OihIrjUi77JEnC5Mgox9oLfO6nP+R1j74EY2KUsiAoTjq0mh2OHFlAK2M9PyPlPmV2sWhtaLVCDuybRzqC03ZOcPhQg+NHm0yt6afnLu5OudKdbrwi/Z91/Ws2Dw/ysI3rEII8PCkDQf2bZi+3xG5OGq1UWiTVKiSZUp7EYR47vbQvJY7jFRrlIMUwxxsOE8M+owMlfLfgBTIhNoej/0ES1eBP/vlLPHfbED8IWhybXsX6dQfYNNwiPDpMEPq4rqY82aVTddk2NVXokyKwXDrOtr81f/WlvXz+u4eIEo3jCUpr7eYcmMRu2FJaC7jRdBOFIwRnbxhl5+pBzt04wlDZY3lJFQtjK9sD+H4PBBX7P/tsubA9TGo9Tj/vxCF/f+t1THcbDPplVGxwPOgkAQeiDlp6TJIqXCokUTP43gixOsrt90E7cMBNe7pwq7jlsme/z8711lsqhUAic+rjalVamubUsp0REeTNzUJNspj3QkBJjznLMD8bAg6e57Bm7UDu5cyjvYQhUjFznS7dKGVW60MXD1TZXayUijxPpS9KrdjdBsJEMd8J8B1BM0yIE5urc9Lb5oBmkQaahgJB6iVZ4RrK2DDRkhshfYFEAC5SOkxM1gm6CYcPNdi4eQTf73mFi+/vWN2nXnKZb4dUpIPnScvCGKicSW3jeDWfi4cWuuybbREaDU6pv3tdQ6gkB+YUG0YSoljjSEGiNLFSuEpaj5DIWLfsqXECrcDQDtPaLEmaPJ9e1nEkjiMzPyHGOESBpQ6X0hrnpW8p8a3i3CMeIFV0Xd+GeolUmRbI+wXEPw/py6dZNOz246zsgg1lJR0DB/LHyQYvjmzBbFkIi8vDBU3vHsaAjq1hRjoi945JR2BLkJm+c+l9REbM4bi2no90xYqGuPSEnld/GXFcgTE9b44AXKeD7zaJdRmMIIiHMUmXsl6w7G1LQuF64W3Za26MJlGKWCWEcQyUmO/Mo4UmSgKiOCZKQjphQKPdptFp9sgQUk+4cNOaRIv6o7fmWi9ece8zKR2cjQgosEaAjRBJ84gwAteT1Gt16n4ZNy5TL9Wplir4rsuaNYPsuWeG4eEyQ8PWoJTtuZWqy5atI8zOdDl0oMnQqIf0EqJORNh2mBwa49Chw8v29yk5Jf9d5f+JGOFkslKy8SnpLcq9Dx7cLikEuI6k4js0uzF7GydwPI+hUoUojpmLu3TimOnjAUOVCntnj3Fg/ghT9TJJCoIOHZxlYb7L8EiFyVV1ymUbrrTYUpeJUobp6RbHjzYZGq6wZu0gnu8gpeTg/nnKFZfhkWpuieyXRVp+Gh6ilSaOY1zXzYvJ5QHRuQIlUouqIcs0zzYCW/8oIUmStIYNKQiSuG6JodJ4uqlogrhjQZJwcB2PamkQuI9SaZBESWaaHkN1j9UjFUqegxSWKMIy5cUYkyWc98IOjEk4NFeh7jpsrCfcPeux79AGButNBjfPU5aaTrfCidYQv3bmgzMGhLHidR/8MXcebOefxYnBicApSZS2gM+XNsYiCz7ZtWaQ116yI928+70b+WgsAZZFT499vn7lQ+R9u9jDa5UlnXoRBD+dPsCJboPRUg1jQKWU7VWvRKw10zphTEhQGikUKmkjvFUo5XD0hGVFsqn/hXsIm+t04HA5BUBO6n0Saeij6GtRDygvXoNMr08QheOtV2J2psvCfIDnDrN23QBen0LfCyHyPZey61gSgrQzZaqmZFbrxXK/y2FBWxeLPl58nXYY08neiftZO5YFrtmFjfVgIMHk4V+FUMjC4bHWlmlOCipuNkIS15WsXjvA3nvnOHakycTqOvfMz9MIQuq+z46xEUqug9Bw5miNr8938ctOmpsG7XbEdDNkuObzyM1jeX93Y0UjiFFG9zxlqaTRWiwEVvkLQ0XJc1BCobRCaQdHOrmCrpQhjDWdUNCNdE5YkZHJ9Xkw0r7JrP6OK1CJztc14Wgc1yBTsJ2RXWQAW+aFbTNsbAp11P4T0BCwnCEoE8dJX7gV5ojjCcvspi1xhFYGD0tnLZw0jC6bS8r2g+PJ3DNhGdpYnr688J7mir2wIFIlBpXWrsqKzYo8v7NH2mBJNtJ5K/ufN/PiFaVeOYYBOtEESnt0WU8cVxmonEBpY4umigJ5UD6+NuogSpKepyeOgQkWOk2UiQiikG4U0gwadIKgR9RDakDSWd6TXS20WVyioZDzKvqZQbNcorRCd28qibR4rNMzxNRqZUbrI7jSxSQgtIvnWBr6Wt1jdLTCoYMNSmUH13V6xhBjw53rAyUq1S6DIx6RbhNFCpcBgsiW4jglp+QXSX5uIOiUrCyZov7/Io6Esu8w244ITFok1JEcbnRThVSCguNxB8cx7D9xhNHSBHOzTQA6nYgNm4YZHCwvWzOlXwStVsDsiQ6r1wwwNl6zSadCMDJaIejGHDpgPUr1AXs9yzKkaXWOEITzCCTVyiS+N0y2gmsDcRxTq9VsbSOdxkVTSD6moGQYG1uujcEomxPRY7uDjBXO9XxGq1N4npvqeppExfmzeG4p36QHy1PsP97BkR5rxsr4nkASEccdwrBFGDbpdDuEYUKSaFxX4nm2COIdx4/Q6Aim24bnjI3wF/EsM+0yC80h5hvDALhOwpbBgCedsa2/R1dQTo2Bhbl5PvDp27nzYJS2uKc/hHOGyqRVrBKtcY0NW4u1xnclv3zOBjJShfweRZcOy+giRWvsEq9UTynWulDo1/Sfb78z7G/M5B45rUxuAZVCUHZcOjokFsKGYWmdhmcKtBkg1gv58/b1VXq7TizzvsgUi6WMW4X6LDlLlG1HZt026WTKFNduJ+HokRZxophaM8jMcfL5XaxPIoQELIgeqJaJlKYVxqmilPV5pkA/ONtGDq3NyVXl/Fl+ViNTbtIu3NWkYVAnWZOMMXQjhSNj/LqHLx1sQJ2kVLL5Qd+97QA/vOs2GkmESS3ro9UKT9qyhYHA5aGTA7SM4ZYjCxxvhYBVriuO5CmnTTFeLwOCTtji7um7UWk+nSMW2fvTtaCrFYkCKW0YnONYb1DmFQZDnNj8n1agSbQdHJMOjE7ZxWSPwb1w/TS8VGfHmbRiUjoGmfcw78tUhLBKuZQIbT2S/UP1Hw+E+pgeCx4Iy8aWeWFWPlc4IKRnAZ4RiNhFiHJuz8rzF90U8KX6unF6BhbhpcCk6KEinYoiBZVZKxyBJy2CzfLXdJIBHXt9L/VM2VDoNHwMC7pEOo9Funb1MKj9x0h1DqHrJMbmB2GGiOIOKhEoHFTeGfb+idYkiSJSEWESE8URcRITq4Sy67LQjQiTLp0wIFYRWnuUXReRAkCBbVPmFbTjodEpfV+PMKHXBXnMYrZeGSxNPLZgdbHeEPQAKkDZLVPx69TKVRJKEFeQxkOleUPj44N0OvOcmI4Yn6gihDVuWRpzw8J8QG2gjOtBEDrooIpDiU6ry9j4OBs3biSKolOA6JT8lxTHcXDdjPr9/uUUCPpvJpliKiX4riSMFSVZJVEJxxYaaQhAMSXVoLXg/ddcyx88+gKazRBHDLB58yjlitsfMnQSqdVKbNk6RqnsLonpXpWyQx053MSYhq0JUgrQ8g4S1SRz+EtxBwO1dUxNPDI1IYJSCa5np2HRoprqJ8W9IF2oszj85cgQBI7joJRCa0UQmDSmnfQY67mKhco9RzOzHVqtiNWjkm6rwcKJDt1Og27QJo4DtFZ4afV3x5FEkaLTjkkSxSd+/BOEM8J37kv41Yf6XDE2wnfLbfaEbWINQz48slbh9sPlJbkSK8l7/+2HPMrV3LhvKQAC0C1D4GoqIxIcQZhYxXuo4vGiR29j19rh3BshirEq+UVWXhhM7tHp1W/KQlIyRafoIOo9iUnPIQ2V6n0u0jliFQALUuuVKp5WaC1AxCjdQsfDyNICugNmMctxZrkviRzMLLGTFhQXcgUhU9IEGo00ANZKrY2dR81GyPFjbbrdhHrdp1r1mCkU0S2GdtmrW1XYd0sMVRWRUgRpIeFiTs3JZLm1ufe+riz5aPYB2gc2r5ZcqHjjvutbQLdcG7UxdKKYUhDgVGVas0gihGRBR3x77gitIGDYU7hCExs43gj51M0/4dlbd/DQbRs4Y+cEd0+3uPngPEGsWDVQZttglc5cwNxcmx9Pf5vbZu7j0Fwdx1tDEno2ab2oNGuJkBpEQpyA6yeEsUO55NplJZ2bYaJpB4ZuaFBFcGlMuqaYNO+t/2FzkKzphbw5xe96nddPMS5A9L7PwsCS0Nbf+k9yBPV5ujJynZPOl+wxhEDiMuSvoeIN97z8NQfkxM+nrfzs3XRSw8Oi7l9VdTDIFE6UkWI9jhboOJtovf1TGIMrwRGGimswpV5+kCN8RvVwP9LNpkRfW0Thv9kt+hDP4uZmzej9yyxaJRafVlgDHcfS6DNqjVBx6PSdtn7dOInSqMiGFOenasP4qE49Vpqab5is9nQEIQQf+chHOHbsGNPT00vafUpOyX8FqVarrF69Gt/37/fYUyDoP0kyq3RRHghyzRZ6KWC07nFkXnLa6Cb++bZvpTtAIXQDYx1CkSAKyty4fx+Pf8jpHDqg0lCfpfctJovb7+xv1xW2lk9fW+xK7ziSqTWDDI9UCMOEMAo5duJ6lG5SLtVwXM9avnTMQnMfrlNn7apHY4whSRSe56Hyqt86tX4VN4ne/fQiEJR5HaDnYTt86BCNZsN6IAqhKLZAqf139tz33bsHz4HjXVtjpFz2KJUdRkYrlEol/JKtci6lyOs1aGNQSqOuV1Trhu/sU6wbSrhgo8tTK0NoA46Abmz4wl0Jj9ge9wGJ7FkWOWh4+1euZVUgUBVJN1lZGYjnDKalmFxd5tLzVrFxvMaF2ybwCpQ//WQaxU1shYuSAU17YGMhZH6+y7r1Qznrm+3m4gUyT4vdnLU2bKwM8iNtiMIAR/ZyjEAS6IQhv8y6oUHCKEJrCJUhSvZiRIXyoKQdanSSVopP93ytQHowUMsAFYDszZdFqsXiZ8qsr1kSthaGJLLsb3MzXYZHy6xaXefYkRYzJzrYAqEF4FOYM1YcpDCU/RKD5YQk1sS6GC65VJb0e4puM8hmk9iXOX2RNtTnLVp07GK9tgdYiyGCy5yYTUStMSmzopACdFawtqd8KaVpBDGeG1EvW+s2RnDt/sN0k4gRN07t2pamfcgxzCeK22bu4dzT1iKkw45VVXasKmOMRuBgjOSQgW/s+RL7oqMYI6gmLl45Ai1QiYM2Iu8DITV+NcTVECuFbzQ6NfZkobPdUNONbJ2pjOCDfDzttaS0eSuJ0Xkuku2jQhK8yeqzFDswNTJkXtIeuiKv8ZJ2q1+BqA1hG0r1k79/P4ucDAT3ak6Z/Lc4CVDPDBaFPxj3t1OvDjEyOpTnWaFccJKTtquvPaLYmkXHpWhjOUjWjyH6weZy17LsluT9f3+SVX4yxgaoOU6aq5p+aIz1dWb5SsZoS5ihVdqnhrIzQJA0lzhw0hv0PjQZCisYppaVZVqevfTFCy93mOl9LaXdzwQORgtrIMgY+dL/JIn1ohXz+OL0M9e1RBEqNhhtJ7nn+STKMq5u2rRpCSvwKTkl/9liQ9sjpqen2bt3L9u3b7/fqKufGwh6MJTJ/xNlMdhYiRo7k0z5yxZlgMGqy5qRCqGy4QJkcdG5xgtGCVRkq61/99ghnjbwUKCdtgFgOfKAlS1Uyx6WbkqVike57DHfOI50uhgqhKGhLHUaImfr8cw391AujWOMC85RXHdNHpLR24DMko29n0yg0Hcp+MncoBs3bgRMnmtkjO4pAtoCmG4QsvfeexmYWMva8TqDtTLlkoMQMYYO2rSxhAi9TStTpiWCf7n5MPVqzNBQl5/MV/nbn8TccFjxsNUOg2UbIvfDQwndSsKbLnkCy216mXIZJgnXHdjDvQvHuWTNOF7YU6KyMjaLh0grOG/zOL/56P4wu6VeoH4L6f2BIGtpN8zPBz2lgpXe517NFR0nJIcPsrUVsFaWOBC0qUoXBxetJa0kwBWSh0+sYrBUoiMFiTKIKKIVtvH8LmtrVfZrSTRngVBqjMYtgT8q2T5sPTjaGBJtC5S6xiVXSpeAgn4PUTZ+UWgroYdBzOq1gwwMlsg0scOHm/huia/ddwv3NI4ghGDHyGrOXbOVieqgvV4aFucIl3qpRBApml2dh1eld+/dV/YKUBYtquJ+lLWTKbh9KtEKVv2CA2DZz/us40s6r78dWdiTAaJE0eyGeI5D2RMgBHdMz+KhkNJgjMyBh3QkvjHc04gIGoepja3HoFDa5laUXB/P8ZEDDQ4enAYjcIykpASeklAL8GIHlaSAWmocPwEETkcTK4PSHlJaNjdjBGFimeaSpGfhXrzW5exp2PwWcq+OPa4Y5Wa0Ju6adLNcacR6Voaix1Q6gvKgJGwbwpahPPDAFPQHI0sYDrFjVlhR8+fP19keluvTzYv6toOP6/iMT4xSKvu9x1SetfIsdVekf5ri9F8BsvTant8zPZ6l/ywielYEVCvtZ4VTl9vZDCBSr7eBPM9Lp16g3OhmsKF7KUOiQOB7Polwl2nwYlmhs5Y55n5mWNbgZa+bE8MIa7R0hINREs9zU2NWD4BpA1GYIAR4vpPujSBccFxwhc3FNNrguC6uV0aHHQDK5fIpEHRK/ktKpVLB8zz27dtHFEWUy+WTHn+KGOE/Sx5E/4hU08ySl7PzXSlYN1Zmz7EuQkMU+DilGOnYhVAnEp0IMqrbxPSsd8UE7qKHohc11VuK++xWfVrFUrO1EBBG8wgB5ZJPEMREYUKp7KWXNITRPIeOfQtw8Wsh851p5hqSgdq2vjb1d1f/31l7s4U4C4VzXNf+liDSmg/aBBijEMLFZgG7SMdaB9xSjWqtTrXi4jgGjCLRBqOTk87hz/74AMar0CZm+7qEPUdd7pzV3HHCBqdLBwbHNI9cF+J5VeK4vcgLZBXju2cP8Xe3fo/pbpvakMH3BllVkYxUYbplW5sRUBVlsOrxlPPXnKSNKfXsMgBqZTFpf1migFrNy9schglBNyEIEsuq5Vg2uXLFo1SSRIcOoFoNPMfj2ZPb+PLcfu7tLtDWXZwgZqha57zVG9haq9AKO8SJIk6i1KupQSXsmvA5Ebs4qyUmSOP8XRC+YAhYPdqi1fUZqgwSxhFREuE5nk26XumJ8pAn2xetZsjhQw08z2HLtjFKadFFbQxDwxXunTuBH8MPjtydJ7R/u3UHNx3fx6/sPJ/Nw5NWBRMOCBcpPKqeTxQrunGSj60QKbmDyJBlz/K8XK/nxt1llcGsCObyy8YDWUoMPQUpP8lgXcrZvWSPyWxxfhj0g7JOlOB1Axxp6wcZdPqO2bBHpfqpqTGCoHmU6thqlEloBl06YcxQ1Sqf++bvQRltqYAFdHXMRtewRzkIXyH9Xoii0ZLBxEHHIYlKcwkxhCFp2JlE6QwEnEwBt7+1NghtqaSLX9qkdksOkOeJZMh8OREmff4CyLX6MuW6IOwYug1NZVDiZJ7On1FWKqOQNdIYjdIxWsepcUOQOSuNNnlRYZvLJzAqzbcRYNIiqVqArU5M3hfGFABI1r3LOTYy48lyD7kYD6wwfxePXmqKWv7gdBpnHrw+o0hufCgY0RaBM0Ma+pgDnpQMwaT092TkMxb0i+I8EIs7YIU2mkXfFdFn4Z8rzdr8cUT2AD2Qu+RW6XM4ri2Aq9PcqqJXW2LBTxgmEKvc4yUkaJVRpJs0z9YhSmKyOoOn5JT8V5YHk3P/M4OgKIrYu3cvW7duXRImBfDlL3/5pLWETsnJJdvkimxcixdGKQRlTzJa8xjxodUVqMBFy/6F0RgHIRVbh1eq9lxQlley3GX606LNdnkPga1jIKWgVHIJgjilWdVEcYtEGYwog3ZssTcC9h/6ElvWP5tKZTVImRIWFRJrRX8yeF4TovBvx3Etza0UKQDqtScDRFk/ZuCp7EmOLwSUvCplYfvUKjIOlhFusTUVbrjvMAvdENMdYcvUIfYdhnppgYHxtbQigesY1lU7xCMRl257LJ2WS7laRqn+RNIv33gj/3r8x8QYHCywOJi0WetVuOQMwz9cL0j0Up3BcwVv+rUz2Ly6vmRz7/VP/1D1D9PyVsmil8L3JZ1OzPxcl9nZLp12BEJS8h0c14YRRZEmiRU1N2EVDaTjIhzJID6/PL6NA80G8zqg7Lls3bEb11e0OnOESYTn9MIxpdWyGFvd5iI1wK0zkmNlgcESKGzwDadNhNTGAprdiHbYpuyXCZOQslfCcfxl9VJj6FN0GwsBBw8sMDJaZWr1AF5aH8kIg9CGWCu+P38Hl9ZWUTGllP3QzrvZbovP3X09r3zYpXiOi0oMc7MBs7Nt4lhRHZb4riRSixif+vXqZWW50bAKXTr3ycJ0fjbDUqanZvfIEvuL727PK7UyVXbxWK01zSDCdR0GK5LTxga4ttmw60hGKW1sv0Yadg6C0TFKx7TCgIVOSKw1ThDhuy5Kx/mzgoF6wKZml0jVONQpoV3br0JLhoDzhlt89h6fRxhLE54ohedAGCo8vwfelweNPau5UmkRVtHf/4tPW37sClp8ugZJ0fM45tTqKZiupECoM6epDkukuxTMPGgpvLNZ2QClImIVECUBcRyndYzSHKW0PUJbI5FAINJwp14qnAEFnqyRsZgZk1GHCwSeZTYr6u/LrjV2LGdnZ7jxxzfT7XapVCqc/bCHMDY2lsIK8nltKaSXmX8CijmAK+1PQI+YgcI4Z80seF4zhb8o2vTyTBNlQ94sEUnvHSS/Vl/zMni0rPQt0WK5iZQ1vviJWPzRMtIPvjIDjI1+sF5zpVVKIGFZ/QoH570vHYhjG4bueNKGp8eGKIqRUuD5LlESo417vxErp+SU/HeTBw2COp0Or3rVq/jEJz4BwF133cWWLVt41atexdq1a3nTm94EwIUXXvjv29JfNFmspf5MYhe9kbrLM3ddxod/9DWSqGyZmURai8BYMFAuhTz7kY846bVyL0z+n2UOOdkV0uepVSaYmb8LrROk4+CXXMIgYbYbIoD5wAO6YKDqOdSdIRLVYGb+JjZU19jbSCcNRdB91zbLKG9gY6BteMvSRVoKFwpbgBACR9odf9Vwhfumu9x3rMP6iQoVXyKEixQljFBonVm+eg9/zR0/AoYAyX3TU2xce4ho0ufEwgJuWVKtxsRlzVWPex4H9+znzjv3c/oZG7nt2DR3H523lu7jM9yU3EDsgEyVEA3c0p3nrPIwT9jmEauEr/wUOhF5ntHqUZ+3/uZZbF8/tGRAeiBxJUVW9PVdD/RkQDPtLymo1Uvce88MrWbI6FiNTVvqVKs9r0t2bhQldI8cwyxoukmCiCyDHgLGnArranVQCW4UIko+ruvhux6uE9mcjHR8pQCFYdVGzdDEOvRCE60CUJKHnHUa0+FtzCx0SIyi2W1TL9WJ/IjQi/Kwj8Vwwiqj5KE/UaQYG68xOVmz91OFHDEhuHv+KHNhB2rWkhQGiSUPQTBYqjDTaXL37DHWlcY4erhJGCaMjFUolwWliiJIQua7ISrNqyqSifcpiVklewRJUsJxYoRQ/aNpik/T++Nn1UGs4isgVZTtUy99jx6MJNrQ7IT4juT8jau46eBh5mPNoG9wpMAow0IEZRfOHkpwKgM0g4CFrgVAgCVaCEPG62MpELHq31At5gf7Ey5b1SRwXQ60fZQRrCqHTLgxX7zXJZE+hoQoSehGETgBtYoijjWeV0YI96TLrNEGowyuZ2nmV1I5l55fHMweAMppnHMQ1OtXIayrolSzXuJu01CqCVx/pVpm9z8evffdoLUiUSFx0iVKQqI4IowT4kinbHUgVNaW9PoFr6Og91nWEyVHoIfSUgSFnDeJLTiddUUPaqQXS6fr3Xfv4R//4Z/40Q9vKJwPjnQ495Hn8OzLn8G2bVv7jC8IEIuBkCn2uFi06i0CJn2WhKwtpncd0fdV4XjrOVFaoZTO16UH9l6IfA1d9tvCffsbuegh+yTr1d7zmeJ3mTeIzCOUfpOCGyktgYsx2ILdyhqurIHc5m9m5DBSWq++FA7GGMIgQSvrRXI9hzAJ0dpFCP0zrz+n5JT8V5UHDYKuuuoqfvKTn/DNb36TJz7xifnnl1xyCW9729tyEHRKTi75prOCrOQByT+zpmIASp5k2+qtPHz8Gn58oksSlzA6DROTGt8POH+NYtXgxCLLdL9nJWvXybFZUXFa0moAatUJapVJWu2jOI6HI30OtT0EbTwpUEYAlg67HcOh+QarBz2a7fsQqQdJG6v4CyNzq3XmGVoMhEAgnF5ypy5sfDZ5uecVEqlmLETGKme9be3Q0A4USguqJR9HKDTKtrPAFnb70YOsrTeRYsjSdSuPvUc24ftdyrU2xggWmuMM+UNsWlel4mzmhzffyac/+11OhCHKKMpGI8JDOOsVaKdH4WrghIr5YvMwl9VX8+TTPJ6wRfCTg4YTXcPa9cM8+XG7kNLJrdeQeTwW27FF/rlVBK11vnjOStLtxpyYbjM0XGHtukFqNb9AimAK17WePln3SdoOruuhtSGONXGsKJVcmw+jbJsE4DkuvuviuQ4lz6UTpCBWCLRxAJfR4VFKkxNsGa9x/L4TECasHdvC0YVZwsjgd1oMVgbwPR/XcZBCUClVcJyUEt30lD07vgakYHyiRu8pSJkGyQuuLoSd/PWo+C6dUJNEGte3BWmV0ew7OkOiJUNDZTZsssVBDTHGxDjKUpW3ggjL3L6McpuOjRCCKK4w11hPrTpHvXx8yeGLPUPLyf2GHZ8k52JJ2wrhW5lVfsWrpxMpUopGN2T1QJVf3rmGz91+kEaUok4Bgy5cPJawuuqhK6M0uyFxgdZeGUMziFgzuIFR/ydMB22kkUgh2LD9BJ+9bZx1QrJtNMSRhv3HXb4679FSJdza7cBGlNZ0ghDtgZE+npOgjKbkVREyA0KZESXrhIKVP53bfSuKELkP2C4ZBa9PHwgqeoDSgqIZqMi8B6L/ul7ZzsuwrcEIvJI46bicTIxRFvjEXcI4IFYxcaKIYkUQWQY9k+aLZu3PnzS7rSg+fQ8cKa+Ue8ukTvOmMJZsRy/qh/wB7Xt+3XU/4L3v/iBx0gufyu6glOK6a3/A9T+8gd9+w2t4xCMfkUeU5XPQ0N93OY5ZbkYWxi5HQ3kH9f7Or0v/5pV7jjRF7+tKkpEn5J4h4aStyiIHljtn8V9i0WIsCk+3eC1f4arZnMxC41LEv2/ffs4/59H82zX/yu6zzkxvZ4iTBNeVvbA3JI70MAYSpYiSKA1/E/glH4QhjBO08QGFEPEi9s9fXLnvvvvYvHkzN954Iw996EOXPWbTpk289rWv5bWvfe1/aNv+veWb3/wmj3vc45ibm2N4ePg/uzn/4fKgQdDnPvc5Pv3pT3Peeef1KaK7du1iz549/66N+0WWBwKAFh9bzCVZZMhjoOrykotfzCe/+WHunF+goSxd7LAbMTre4cIzL0prt5ysVaagJBQuXvhnsWnFUKx+74xk7apzOTr9E1rtI0RJmy/cM8STtwg8p2DVEmDQdKKIbmzw3HLfvaQQZDZrMqVf9G9PfblNGBItCBNlrV5C4Hs2Z0GmSdCW8taQpEH+UgqG6x7H5kMOzQasGvYpuRLpOEjhg1QoHZLZ9f/ljut5+HDMaDViul1CCo0xkiiqEEWVtLWG5z1qM3HSZHxygB/Ot9k332C0WmGgXqYyP8MRL8LNNuyiTgXcE7Y4lOxhkzNCuTtGUzqYqRJPefyZffOg199LQc1idjiRabdLpJ+AIkk0Rw438T3J+o3Dtpr8ovOyw7O8EVmp2nwSDK5nGaS0NnieBK0QjkRWfEAjhMF1HDzHwXNdfM8lThLL/qUtg6AyDRI1zkx3ntGJYb57+33s2ZNwpDVCksTUSwm7Ow0ettFu6EpbdrBaqWqBUMH6ntMdG/LfWThYrxK8ZTisOiVE6sWRWlBxXQt0Y4hRqMRgQsHaTUMMDZdsIrUBoyUIl5ILg1VNnCg6kVp2nIo6mkCDFHSjUSqlWRyR5FMhV4v6lPfCPBFi2XFfOrrkNbGy85aazPuva/Uze1y+xgj61qF8DiAI4oRWGHLW5s1srBh+evAwzVhRd2BzRYNxiEobiJRDrPSSNkdK0Y0Vl26/iC/d+U3moy6JAc+DM846ytxCja8eHEZLRRwIwmSAcl3xsMl1gDV6BHFCHEOiE8q+hydjlFaU/RoyVfSKnpOsTws1OoudQC8+mDS5y/QOXPQa9YW+pWtU3xgUDFrZb8eHkpCEbQUIvPJSwHQyMamXPIrbdMIGQRQRJdYrlihFEtu1NafE1sX1oKd0F+fj4rXdFcr2Uf5dD4LoRR76/PkM3HP3Ht7z7g+SxHHvgoi8LaRNiOOY97z7A/zvP3o727dv7YHHfEk3y+GBZYwDpu/vV7/yt/n0338GANd1GR4Z5owzTufpz/pf/MpzL7f1sBbvv8Y+XZYL1C9ZXxXeZQRCZOyXFWywaogxyaLzer9ysCMkAq9nnBMGYxSGBJH1a/7fk02IbE4aMFnAbO94WzjYhvVJ42JiQGikdHCEh9aCIIzRSpPn1PouCEmsFDayVyJFAsbWESu25gUveAHz8/N87nOfO0kbT8kp+a8tDxoETU9PMzk5ueTzdrvNyRT7U9KTk1lv78+yK4XACJErcJmXpF52mWnGlFZNUK3sZUC3kUZQKtdZiFz++Z4bGaoMsL4+DpAuwJky0POuLBnDQnuWKlTZ737NwBiD4/isWXUOYdTkxwePMds5wv5GhTMnWnSzDSVVUpXRRHHI0OSWgvLVixTPWY6MsWFyRcWy2E5jQ3SOzgYstC0t9WDNZWKwRCWlCI0TTbMT0w1sHZ4Dx9rEWoKBdhCx0IKBcglHekhhkNikHGUiwqjDwVaDhw7B47dM88+3ryZInMzvkj6VYet4xMM3joHR3HX8CEc6XQZLPjpJ6LQCakqjEfjC0MHCqzxjKdVPO0ZxU6eFbg5w0ZoJnnbWjoJS3YO/PX1tpQKaok9JKwwsGQDqgRqYm+0SRYpNm4cL1Km9e2Z02H1SriBrNVSzCcaQxNp6nbQCrZGjwwhPonWMEBrXcfBdD9+NKXseQRiRaI0jDImOSZJpXDnKQqfMve0Fvju9gNaGWqVEV8fMBy7X3gehWuC8zaC0JtEapRS1UhXP9XMGp6yPMjCYPa9SvYfO5vWZ1dV8y6nkczhXyrShGXepuxUeddpWBmvl3rV0ZhN2MCZBAJ4jECgMhSKVRW9kaol1vQBPdAjVCLEqI2WrMDwFFq/iPM9HrwD+FynZPTrnRZbztB+yvIlsQhTf3nwWF4wLJ1vWjTHECpsfJCUjq7fy6LF1dBvTaBVhHI9GUqNrBCJWi2dOCvQEnShmpDrErz/smdx6+E6uufNOkLDQLnNovsxQTTOl4FgsmR5u8MRNHtff63DahvxRSZSmG2qU1pR9jdIWIFdKNVzpL/bhgASj7I9wCg3KHtr0VEohF3VCwfMjpciZ5oo5KX1jsfR0XF8ghEPYsiQgfsUeeP/bqH0SpQKCqE03DOiEEVGaG6UNoAVIs+RV7b8G/V7Ck90xewxR/Kz/+ga7Pv3TZz63CAClN1kGxMRxzGc/8zne8Kbf7nn776dNGSDLPDJ9kq6Hj7v4MbzvA3+K0prp49N88xvf4i1XvY1/+fwX+eu//TjeMnnMpvC+9F6P1CjQmwnYLEYPIbz02DD9zMdWx4VeHmqxBzIWQpn2VsFLJhwELgaFIU7BUOGe+eaQrr99YIn8e7GS/iBt6KfAReIRRQkqUQjpUCqVQEq0UUQ6wigBwuBIa7TCgE7AEXK5Hj8l/4kSRdEDqoVzSlaWB06hkMo555zDF7/4xfzvbOP92Mc+xvnnn//v17JfYFlYWCCO4/sPZaHXv8t/R75OljzB/s4+9jT2o9qauOXgyUGq/gBj5SFaUcA1+25dcs8MAGmdxkQrVfixC6VKFEmiSOIElSQolaC1Qqte+ECmXBZD1owx+N4QB5rWm3DHzCDdxGGwlOCkYROuhMFSQqgcxocfijH0Kr5nGb3ZhlBUJLF5JPmPtMqIKyWrRyvsWDfApqkqGLjveId7DrW460CTOw80OTTTpRNZl1il7DI5UmL7ugG2ra7TiTStwAAlpKwgZRUpKziixLHDBwhlyIG2YM1gxNN2HWLbeJOql+A7mvFqyOO3TvOUh4wBtvl7jswTxjG1soeQEqO6+B50ZgdwlcDDoIUFQgbrqdLS4EqXl5xzAR/9lYu5dMcWjh1t0e3Ei/q757nLLPUrT5cCmO0bo94RUZQwO9thfLxKteqTbbpSZmQRIu9nWVAKBeBOrcUZHLK1mFSCbzOvcUZHcSfHsJu+tSw7UuA6Lp7j4HsuvufhCBsCJUyCUl2UnqET+Fxz90Fcx6HuOpSES71SoeZpDHDzIdh/4hjz7XmanSYL7QaNTosgCkhUGtuvs9j+3hwpejXSDgFjGFQlLlt9FgCzcZtmEtCIA07ELSqOx9O3ns1grUIRTJm0PxMd0wkjWt2AMO6gVITRSTp3s9Ht9RdYz6bnhnbcdYGAORsbbdtldPZ+mryIrdWD0uLBepl1xCxVUq2Tohe6ZUNoevMmx9fLeKLvz8AVJZqFbkg3inHKVQZWbaIyuZm4MkbiSnCWD2TKbqe0ScMIBQ/f+FCOnljD4TtrnONpXrClxeVbOly0PeQZZzZ40kTAtbdpxqeWKtqJ1oRxQjeMCZKQbtSk3W0QJ92eMaXwXPR9kn1e+G0MOmVLKx4gpcSR0haldHpAqNjXD0QcT1AekCQhhG2Tj/1JxYDSEUHUJogDgigmTGwYnDaFJXPRZZazb610q5M4jvt/L5KZmVmu/+H1SwCnKfwslut/dAOzs7PLX3DRvTPPrv1zmf9l+47vMzE5wdTUKnafdSaveu0r+Ku/+Sjf+Po3+fTf/YNdZ41hbn6e337Nlew67Wx2bN7F5c94Lrf+9La+R//av/4bT7rkqWxeu4NdOx7CC5/3WwjhYggJw5C3veX3OXvXWWxev55fesIvce33vp9GaihmZo/z0he/iIfuOpMt6zfyuEdfxD995lNo08WYCGMivvD5z/LYCy9k09p1nLH9dJ7zzF+l21UIUUbICn//t5/hMec/ns1rt3LReY/hE3/1dwhZRggfIRxu+vFPuPRxv8SWdTt40hOeyq233JqOoUiBJRhjjXlGSYIg4iFnPZQPfvDPeM1rXs2atWs44/TT+OhHP4IxEcIkSKG44/bbePpTn8XaqY3s2H46r3316+l0ugC8/e1v5xOf+ASf//zn8/t885vfXHbYtNa8613vYtu2bZRKJTZs2MA73vGO/Ps3vvGN7Nixg2q1ypYtW3jLW95CXADRL3jBC3j605/ed83Xvva1PPaxj83//sxnPsPu3bupVCqMjY1xySWX0G638+8/9rGPsXPnTsrlMqeffjp//ud/3ne9H/7wh5x99tmUy2XOOeccbrzxxvufj0Cz2eS5z30utVqNtWvX8uEPfzj/7oorruApT3lK3/FxHDM5OcnHP/7xFa/5ve99j8c+9rFUq1VGRka47LLLmJubA+Cxj30sr3zlK3nta1/L+Pg4l112GQDvfe972b17N7VajfXr1/Pyl7+cVqtnVNu3bx9PfepTGRkZoVarsWvXLr70pS/13feGG27gnHPOoVqt8qhHPYo777zzAfXBf3d50J6gP/qjP+JJT3oSt912G0mS8IEPfIDbbruNa6+9lm9961s/jzb+wsmee/cwPz/P5OQkw8PDOZLvLVr9lt0lUvi+aKG7d+EeDIah+iCtVosgCKhWa5T8MhUVsW/hBI2wm12kcLlimFDhW9NTXBaHPeSGdpMVqbMKWu8cgzECg+TQfAeE5mjT5Rv3jXHBulkGy3ah1Qbmuy6Jv5tyeVXOzrNEhEAUaA/lYkU2+9wVuI6T98tAxaMbKcJIEycaIe1njjDcdhzWjFZwXQdtYKFt6WQ9VyKkY5NLjbXoGQTdEyfwhOSmOcFE2bCmnjCxfRptBJ60CuVdDcn5Wx9CECS0WyFBJ7IgwZcszAdMVAxNVzOgaixMDzC0aoGWdglJQ/+EwUFw6aYzOWf1FgDGJ6p0OhFHDjfZsGk4ZzXLxiXz1lga6Mw7tFTdWByeVQStYL1AjiMYGa0sCpspWEWx+QyZR8jG0YNwXNw165k7OEts2kytruMODCA8gTZRWnQyIYt18VwX3/XwnATfcwmjGKUNUmq07pAkMxxuCdphwli9BIkhjmNKlTKxE1IyCd1Ect+JBEdMp8+j0zpCCTVdp+SVcqakPkUfQT9tAThKIIzgISPr+cmRDqcPrObu1lEcIXnI8HoeM7aDtcPjJFmfpEqU0opYRQRJl24U0I06dIIW3TDCc8tUS3UEMlcoDSn1MNZjUK3OEZsarpP0QEja9SspqJklvO8znSa/p2uITi3v/deweWG27f0sZsve5AEYaYoSxopmENj3B0mj26XRDUmWA2nLnZ8oWkGI7zrU6jFnjcQMD2gaLZGuJYaSB5tXK+Y7HYLKIguoST3L2hDEiQ2T9HQKsjS1ksFxSwjRe39E2nfG6Vn7s8fW2gIgsMxqAEJKhCT3AMlCkdV87V7GWbqSCCGQLpQHoNuwxp9yXRYddf2PiA2diuIuQdwhiGKCOLGMm6T31RJkWhvNpM+1zLUeXOBGby04mdx8080pZfkDF6UVN//kpzzu4sec9PZLYfTJUBo9p0n654WPfhRn7NrJl7/4r/zqb/wKAC954Ssol8t88lN/zcDAAJ/8xN/xnGf/Gt/5/jWMjIzw9a99gxc+/7d4zetew5/9+UeI45ivf+0rGAKM0bzxyjdz2x238n8++iFWTU3x5S9+hV/95efw9W9/jS1bNxEELXaftYuXv+olDAwM8PWvfYNXvfzVbNy8nrMf9hCOHT3Gy3/rVfze71/Fk578RFqtNj/8/vVkER7/+A//H+965x/zjj95B7t37+KWW37KG153JdVqmec891fptCKe92tXcNFjHs2HPvJB9u/bx1vf/DbbEymARxo8p4zEJY4tWZEQgg996ENcedXv8PJXv4R/+cIXedMbfpdHX3QB27bsIOh0efYznsMjHnku3/zWv3H06HFe+5rX8TuvfxOvfe1v8/rXv54777yTRqPB1VdfDcDo6OiyQ3fVVVfx0Y9+lPe9731ceOGFHDlyhDvuuCP/fmBggL/+679mzZo13HLLLbz4xS9mYGCAK6+8cuX5UJAjR47w3Oc+l3e961084xnPoNls8p3vfCff1/72b/+Wt771rXzoQx/i7LPP5sYbb+TFL34xtVqN5z//+bRaLZ7ylKfwhCc8gU9+8pPs3buX17zmNQ/o3u9+97v53d/9Xd7+9rfzla98hde85jXs2LGDJzzhCbzoRS/ioosu4siRI6xevRqAf/mXf6HT6fCc5zxn2evddNNNXHzxxVxxxRV84AMfwHVdrrnmGlSBdfQTn/gEL3vZy/je976Xfyal5IMf/CCbN2/m3nvv5eUvfzlXXnllDvZe8YpXEEUR3/72t6nVatx2223U6/W+e7/5zW/mPe95DxMTE7z0pS/liiuu6LvHL6o8aBB04YUXctNNN/HHf/zH7N69m69+9as87GEP47rrrmP37t0/jzb+wsmO7TsIgoADBw5w6NAhxsfHGR8fp1wuI6VcpKguBURCWIYeu1FmS7wgSAIc6dBpd4jjmHq9htYKX5bxpEeQhMTaAZKl+o1ZPh7aLPost54WvA4ZaFl87i37G3z4G3fTpAVegopL3DPrsX9hFVtHEypuwkIgOdKu8I6nn2dfdGOWBUFy2VowxXbJJZ4QS7GMrWNStmqvSDeXjK3IdYRlstKGONGUfYd62cURWYy+jyMc7tq7l0ElmHRLHKLL146UOG3QsKVucKXhRCS4c0GyZXwjcahYmA+oVFwevm2Cr987QyuIMMrmDzUTxfYNDrfsXUPUKTGyep6Kn5AYge76PGX7OTxmR+9d8jyHgdEq/3bTIb6w5zjVqsdpU4Ocu2mUWqlIfNoDQP2K7VKPUeZRKA5ZsxGwaspSR/dC5Gyw3hIiCpGRDggbVmQgiRWzLc3E5ASl8Zq9LxFC0zNNGwvWspC4khdT8T2CKCZWCkcItE6IVYNuZD2IcZJQ8XxUoogjRaVUQ5sFHJ0QY+iGEcfmp1FapcBEo4yhjqbslvOaAUUgt7x+b0gSO/eePXUunidwXIkrHKSGwCibUycss1KUhARxQCcKCCP771bQYr49j0oUZb+KlB6VUiW/bx7Wko+TYrh+EEfa0JhlDPh9kg1DbrRgURhr4ddK1xFSItJqpifz8jw4CGSPb4cJUgZgoBVGOVPeAz2/E8WUgpDxoMvwqKbRFOicoEEQRuA6sGON4t5ombyoHKMaokT1PJ4YTFdTKVXx3CoyLdQjXctipxOD4xXWXW0/E9KuPRnZhgU/pCxwmYGgf21eXmFfWYQA6UJlSNJtKIKmoTSQXbcXkmdBjiZOunSjVgqAYhKtbPt02hc6dY9nqEj0z5sHB37yVvb9ZYof5/hI0O12+z/igc2jbrez8pcr9OcSzxZQoGHrHVdow7btW7n9NquA//D713PTj3/CT26/3oaEAW/9gzfzlS9/lS9+4Uv8xvN/nQ++70M8/RnP4Mqr3gIkGCJ27tqCMYqDBw/xt3/7t/zoputYtXoVAnjZK1/MNd+4hk///ae56veuZPXqVbzslb+Vt+WKFz+fb37jm/zz575gQdCx4yRJwpOechnr19sct51nnI71Nge8+0/exVv/4Pf4padcCsD6jWu56847+ZtPfILLf+WZ/ONnPo3Rmvd98M8olyvs3HkWRw4f501veJPdE6WDlxYkjkLrXbHz2fD4Sx7H86/4dQzwile9lI9+5ONc+51r2b7lNP7xM58lDEP+6uN/Salc4bQdp/Pe972bZz/rV/iN33g+Z599NpVKhTAMmZqaWnHoms0mH/jAB/jQhz7E85//fAC2bt3axx78e7/3e/m/N23axO/8zu/wqU996kGBoCRJeOYzn5kWSqdPF/393/993vOe9/DMZz4TgM2bN3PbbbfxF3/xFzz/+c/n7/7u79Ba8/GPf5xyucyuXbs4ePAgL3vZy+733hdccEFOBrZjxw6+973v8b73vY8nPOEJPOpRj+K0007j//7f/5s/y9VXX83ll1++BIBk8q53vYtzzjmnz1O1a9euvmO2b9/Ou971rr7PiuQMmzZt4g//8A956Utfml9n//79POtZz8r7ZcuWLUvu/Y53vIPHPMYaIt70pjfx5Cc/mSAI7rfY6H93+ZnqBG3dupWPfvSj/95t+R8j9XqdqakpVq9ezezsLMePH+fIkSOMjo6yemqKWr3e5xGCpQBDZDHrhePWDU5x24m7GBqyYUmOI3NQFaqEmldlsDTMDCf6r0U/29ziey7e5IuKU78XqbdVHToR8u5/vZ1AK1w83HKE8WNU7BIlgjtPlJCihJCGx+7cwNbxcbRauRCbKZi1FyttRYt2zpqWAsViXIdVhnKTPJDVirTXTrRBmsyrUiQTEPx0/yEeIgVPqE7x6eZ+um7IzW24cd63Rzgxq0olnrnrPFQiGB2rUio5jAjBhdsn+NqtRwi0IdEShOKWSLNho8NoPMnhvWMIL2bbqGbD2ACP3X1WX/8fmu/yl9/dw+H5DiqxhAM/3j/HNXce5yUXbWXNCvWfluYJ9YMeq0P3PtAG6gOlvnG10yzLWjL5eYswFsYYmo0Qow0jIxV774xdT4AhtpSsOlOQBL7rpj8+ZS8mjGIgy+XoUvYkUCJWDq6M8EseYRBRqjYZnTzEmNMhxHBHu8RAq4JG594ZrTVaKUxZU/Ytc9xiMG8MLCwENpTJSDxTyXOFKhUvLQIKJrWyh9hCsUYYoiSiE3Xohl06kfUCzbVmaQYdtFaUHI8wDuiELTzXtd47IbKYNDCGOC7RaK+mVAoZrB2z7cICdZ2/SUuVuh547R8PqwDbP4xe8jrnINDOV7nMd4V50bt8SjKyUk2wftHG0OpG2CTzpd9bsFwmUT6lUoDj9Ie0JdqyxdVklvMg8m7LJIigVjGsit1eH+is4dagkb26sdJoYmvg8TVEikRpyn4N1/Use6EQ6KToRQWVGKTTC3HLHl1KiXSKxaWXc7H0wNADFSEE0jFUhxw6C4qoLagMSFwHfBfiBMLEkCQhQdQiDENLhhAlGC1yggeyoLPUOFHs9+wfy9MuF9uyXAv752PfuYXjK5XK4o/u/9mBarV/DVvq7Fzc2uXBTv5+FfNnitc1PaPBbbfdRrvd5szTzu47LAgC9t23H4Cf/vQ2fv15v4khBJNgCmaKO267HaUUFz7ysX33iKKIkZERwDLhffB9H+ILn/8iR48cJYpjojCiUrX9tOvMnVx40QVc/Ogn8pjHXcRjHvdonvLUJzM8MkS73eG+vft4/WvfwBte98b8+kopBgYHMEZz9113svOM0/FLYEwAuJz7iPMAkLKMI6v4rkcchgghcF2XKLbvpwVb5HrE5OQE0ydOgLClT3bv3k2tXiOJFQg4//xHorVm3759S/p+Jbn99tsJw5CLL754xWM+/elP88EPfpA9e/bQarVIkoTBwcEHfI+HPOQhXHzxxezevZvLLruMSy+9lGc/+9mMjIzQbrfZs2cPL3zhC3nxi1+cn5MkCUNDQ3kbzzrrrD5l/4Gmdiw+7vzzz+f9739//veLXvQi/vIv/5Irr7ySY8eO8eUvf5lvfOMbK17vpptu4vLLLz/pPR/+8Icv+ezf/u3feOc738kdd9xBo9EgSRKCIKDT6VCtVnn1q1/Ny172Mr761a9yySWX8KxnPYuzzjqr7xrFvzPP1fHjx9mwYcNJ2/PfXR40CPrSl76E4zh5LGImX/nKV9Ba86QnPenfrXG/yCKlpFwus2bNGiYnJ1lYWODYsWMcn55m8wpWgiVSAEIAD5vaxbUHbmCmNYurJIMDg8RxQphEhEpxwdqzcIV90QUOOfWzsGmdQso+b9BiK3GmbPXCilL64ex7eor7/3fdQQKl8KWDFBLTruLWOrh+gkqsFXa4VuJh69fywkc8msX1gJZaV43VdLKQuIJSUtwQ++huRW/LzhK+xSIgANYDFieauWbIcN3Hcwp5E0CsFHcen+f0ScN6t86z6+v4t85xZlSI9hNcBFv9AX5ly8Mo+SXw7XUzK/Qzzl7H7FyDf72tSyOWSOFR9xI2Dbc5b6KLkxpuu2EV1pyeK2NC2GTvv7luL0cbARMDZeJIIbCVvo/Md/mb6/Zy5RN3LlPErqe89ULXev3bB1xN74wMCxtdYILSIKXOQdXiSCltrAdl5kSbkdEKpVIWbtQr3pgkCUr1gJUUAs9zKasSkUooxS6lyCOIIqTQaK0Yq8QMllzmgxghoFZyqA7NUh64D40mSRwiBI4fMK8j/vnHHmV5lEduqbF786T1CGnNgNFU/Squ66U04T2P4fx8QNBNLC3siGS8ZJUTSU+JlUYQS0VbhyTdhEiHhCokiEO6UcBCe4H5ToMgTovhakGCxpGaMGoTeF6qcLt5zg9AJxwk0kOoMKFansd1AnLbv5FZgGTq2YDCqX1jbMfI5K8GhXHOj8w8RKL3LtyfLLa+P5AcRrC018u11WhBGNVodqZQlPGiLgPV45S8FtajZY8MEwVm5XRVmc1p6QIFECWxIaGWeTpnGVPKEJrEzl3fgDCYUOGrCq7j4Li2xphWBulIVGxw3BQQpXr0cjWVFq9RS/rnJF28HHgSQoA0VAcdgoahJKFWFsTKEBlFFHVpBwt0o4AgiggjhUrsOUKmVDJG2PyrHBQuXU8zAJ23dgne7jcUnRzNFfsAznroWUjHQRfCd1YCW9l30nHYfdZusubfn9wfGBfZYxdump1xz9172LBhPQDtdodVqyb5zOc/veQag0NWCa+Uy+m4qj4AlJ3vOA7/+vV/6a9QLwT1mgV1f/6hv+Bjf3k1f/CHb+X0M06nWq3y+29+O1Fk563jOHz6Hz/Jj354A9+65ttc/bFP8Cd/9Kf8y79+jmoKKN/93j/mYQ87O7+8AVwnI1fIcqFU+pQKrUN7nEmQjrGsm0ZTKlWIdZTPU8/rGRGyfl0uCiPz6j0YYJtJBopXkuuuu45f+7Vf4+1vfzuXXXYZQ0NDfOpTn+I973lPfkwW0lyUYs6Q4zh87Wtf49prr+WrX/0qf/Znf8ab3/xmfvCDH+Tg+qMf/SiPfOQj+66RFUz/ecrznvc83vSmN3Hddddx7bXXsnnzZh796EevePz99RdArVbr+/u+++7jKU95Ci972ct4xzvewejoKN/97nd54QtfSBRFVKtVXvSiF3HZZZfxxS9+ka9+9au8853v5D3veQ+vetWr8ut4Xn8tRWD51IRfMHnQxAhvetOb+uITMzHGnKoR9CAlSRIOHz6M1pqxsTF27tzJ+vV2gV6uj5eT4oYwWRvjOWc+GcdIuiLi6MI0050ZOnGXbUOncfrQw1BZArZw6SnKFi2INHHcyZJ+pexLhHeyBOD7tQhLbjvcSJVdaRXhUKLma4iwgjBWyXzOQx/By857AmXHxazwsuWeJ2DxVppbtguARdCrdZJJvt2L4rkFpQCruBkM1ZKT94c90PDFn3yDHx2f43igiDSsdgb4reEtXDG8hecPbeJVozt4en0z4+s3LWkjWKVt67DPlrJkXQLPWePxwg0uDx+SaFUCVSPsjvPPtw+g2ooD++dYWOgSBDE/PTjPwbkOwxUPR1rKb6U0SmmGKi77ZzvcdbTZB05yUJP3T6EvTEaEkVZHNyZPrFfK0G5HxR5b5DkqeibtTwaCu52YMFSMjlZQSpOomCSJSeKIJInye1kvj0AZiRQOZd+n7PmUXA/ftfTWjrQ/Qnc5a6pN3de0I8Fsu41XP4AyhjD0UbGDiiVhYAv5rd48y6EjVa45Mcu7Pr+XP//BLRydO8FCu0EraBPFaTu0AWOJEtauG2TzlhE2bRnBn3BJSqnSqHs/saOZkS1aQZv5zgLzKeiZbc1xdO4Yxxsn6EbddB5aUJ6x1SUqoRt1iOIuaG3DMdOfkttFCIMyHrHybVI7glZnjNnGVoJktM95VAxpWk6WJScpeIvyuS+XYwtcWYzWaGXzC5bzMC3fFjDaIQzrNJtTLLTWMNdcz3xrAzE1DA5hUme+tZ5mexVau31AT4sKWoPrLL1ZpWJotAWR11szbB+leVGOQBiHAuciShvCWFnChDgi1C1a4RxzzVlm5+fohAt0Om2CTgfhRCBiQCHICk/33GPZ+3IyT/1ystiLvuIxDji+IA4MjrSezU7YphO2aAcdumFEN0xsjqNri6EWAYzFPtp6BXX/mmC/Nzl5gv0xeeFYo8nHWi/jylv+k96nY2OjnHPuUkv1SmKAc859OGNjoz3vzyIA02u56IHR4jHF3zmgM2TEH5l89zvXcvttd/BLT7WG2t1nncnx49O4rsPmLZv6fsbGbH7LzjN28t1vfys30hXlzN27UEoxMz2z5PzJVZZB90c/uJ7LnvQEnvXLz2TXmWewcdMG7t2zt6/hQgge8chz+J03/jZf/caX8DyPL3/pKzmxw759+5dcf/3GDYBh+45t3H7bHQRBj/jjxzfcYK9uEiR2DZI2kY1ExZi0Rp41NPQbEbNm7dixg1tuucWSCxjb+9dd90OklHnIme/796unbN++nUqlwte//vVlv7/22mvZuHEjb37zmznnnHPYvn37Ek/TxMQER44c6fvspptu6vtbCMEFF1zA29/+dm688UZ83+ezn/0sq1atYs2aNdx7771s27at72fz5s0A7Ny5k5tvvpkgCPLrff/73z/pc6103Pe//3127tyZ/z02NsbTn/50rr76av76r/+a3/zN3zzp9c4666wV+2olueGGG9Ba8573vIfzzjuPHTt2cPjw4SXHrV+/npe+9KX80z/9E69//etPRXOl8qA9QXfffTdnnHHGks9PP/107rnnnn+XRv2iS7ZhNhoNDh48yNiYZRPL3NWNRoPp6Wk2bNjQh84Xi9Vxe/VvhBCcs+4sxJmaa+74Hk2vS92vcuFp55PEazg6HzFUya7nIoQt7lbMIVmZannl5+hrk5AIUUZrEK7IlW2r3LqYEJRyEQ5sGZlEsMJmu9gjZLO+ba6OWLJsr9zG/D95h9FX3TvtP1cKSp7DiWZIueRQlx7CgVsP3s0X7rwe4VX458MOv77Ro+oIGjEMiDIlRxIowb7yMBs8v0/Z6LMaSp9f2+Hwtu+EyNjw+C0eE9VRkthwqGX4xr6E8x6+itVrBpmb67B/3zyOFNx6rEEQKipC0k0Z7bS2Vb09zyGIFLffN8uY41Aqu5RKThoGKYDsdy80ZPGYaW3otG0YYhgqDh9qIKWgWvOXhEiJQv/1gSNtmJ3pMjBYxi+5tjaFidEmwZgEg7J5HcZFawcjHByRhqZIie/G+J5ni5/GsfWECINGMVzWXLQJjnVWMxPvw3MTOl03TfDKlDtBHLn4pYTh1QnBCUltY8Ch26t8VN7Mb55+BlOjNo+nTg3P9bLJgOM4SNkDyd2y7eOwapBCE5qEZtKh0WnS6rQIkogwCWjHXea78yQqSQGVJdAQVu9EG0OkNFJpnDiiEzRxhGNrYaXz15Fx3rEqBQFxXKUVrMJID8Rcj3HMZKE8tqErvaOZlV+nnjxJ4WUpvuOp2T17F072ypv0gN552eWK3gWJSlyE1AgMUVyh0x0hUoMovLwNQvbAlwCU9miFEyANg9Xj2d1oVEscm3FZM5nQDQxRbM+rVQxaCWYaZcpTMT07XupOFQ5SOCBdhBIYkjQsEwyaKDEYkxAlCiki+wyJSxALVCxwPElZC1xH4kgHKVxrEBIlPMCYGKUF0tj16IEAmwclad9qbWh3Y2hq2kGXhbalwg5jywIXK23JD0wBzGYeQG2JJLLCpYtvYL29dhyz9dEU/0hFOz1yhcXeouXBkP3ymc9+Oj++4cZlaLKXiu/5POPZTz+pp+h+vxBLP4vCiOPHjqO05sTxE1zzjW/xoQ/8OZdcejGX//KzALjoMRfy8HMfxm8+77f4vd+/iq1bN3Pk6DG+8bVv8KRfeiIPPfvhvP7KN3L5M57Bhk3rePoznkqiEr7+tWt45atfxtatW7n88st59Stfx1vf/nucuXsXMzMzfPfb17Jz1+k84dKL2bJlE//yhS/zox9ez/DwEH/x5x9jevoE20/bBsCPb7iR7377Wh7z2IsYGx/jxhtuYnZmlh07toEwvP6Nr+Mtv/s2BgcGeNzFjyEMI26+6RbmFxZ4yctezDOe+XT+5I/+lDf89lW86jUv58D+g/yfD/9lOiIGIXrEMCY1siCy6nsCqTNjqF0PjLLr+TOf+Uze+c4/5oorXsKVV17JzIkTvO51b+A5z/nlXF/ZtGkTX/nKV7jzzjsZGxtjaGhoib5SLpd54xvfyJVXXonv+1xwwQVMT09z66238sIXvpDt27ezf/9+PvWpT3HuuefyxS9+kc9+9rN913j84x/Pu9/9bv7mb/6G888/n09+8pP89Kc/5eyzrXfsBz/4AV//+te59NJLmZyc5Ac/+AHT09M5GHn729/Oq1/9aoaGhnjiE59IGIZcf/31zM3N8du//dv86q/+Km9+85t58YtfzFVXXcV9993Hn/7pn6408/rke9/7Hu9617t4+tOfzte+9jX+4R/+oY89GWxI3FOe8hSUUnle1Epy1VVXsXv3bl7+8pfz0pe+FN/3ueaaa7j88ssZHx9f9pxt27YRxzF/9md/xlOf+lS+973v8ZGPfKTvmNe+9rU86UlPYseOHczNzXHNNdf0gbX/yfKgQdDQ0BD33nsvmzZt6vv8nnvuWeKmOyXLSwY0ZmZmGBoa6uN5V0px4MBBXNfpd7EXzu0TY5UdIQSe59FsNjhr2y42TqzjjjvuYGZmhkk5zKzncGJB0+ikVn8jcfAwqCWegvvb0HsKmN2Ar793li/ceJjDzQBHCh66YZzRSoUDYYQyKvUo9VzPGsOgX2LDyPD99lPv3+l/RL9V/P6lP+wjq0+UXxfy/hup+xye7XJkpsvmVQ6OdPjyrd8mUILhWsSeeZeP3Wu4cMLhtAGHxMDtjYT7kjKXX7Qhb+fSXAzBtqlhbj52jD99nOB9N8a88wcho55l2dNl+F9nlLns/B14jmRktEIYJkSh4pBWOAdmcb0eOYFnHLQ2BGFs8x80nJhuo9Kid37JoVLx8EuWgtr1JK7r4MjMKq4JgphOO6bVDOl2Yzx3mG3bR2m1Ivbvm2d4pMrIaJmS71jlEujVvRBI2SNWaLUjWq2QLdvGEMIqcEoZ611LN9448Wh263SCsg01lBok1MpdPGlrUriyQskZROsmEgMiQhtB2ZtgbGAtM6rDPU2ZKn4iL9gI5CF/bkkxe6DG4KYZnAFoTvv8g3cPL/E8GsYgEdTKNRzpZiemVl6R4hH7rIETk5iYTtShFXRoddu0wjatoEu726SbdNPwK5H+lrmV2qRhbEorosQWYu1GXYR0qAsH17GKgja95bfTnUAnLkFURwufqr9AxW/0QJDuz/9bLrzpZLLsO5MCqgfk2iFdG3I007uuUh6t9hhBNIh0FFIooriGFl4KFE7eMIMkjAdI1ByuY+t3OYMtZo6MkRyeZXIsYaBm51KzLVloVtnrwFmewpi0LotJAYsYxRVjOHIQ48Zo1UGbAEOU/oQkOiLRSRpuqMGo3GudJIKobcGj61r2N0cKXOExxhaa3ZmUHtvFcVxL7S5dHMdDSnfZhenBAKQMdOhEI33FXMtSv7eDMK0BZOuqLSnXlQIVo7UFQRbp5KB5UYsW3bHfu5VNB630yadV8bt0Gglg27atvO53XsP7/vQDfWFLi8XzPF77+lexbdvW/mYtd898oV65HUWH0DXf+BZnn/kIXNdlaHiIM3bt5H//0dv45ede3iNKQfDJv/9r/viP3s1vv+p3mJmZZWJygvPOfyQTE6sQ+DzqgvP4y7/6CO/70w/w4Q/+OfWBOued/wiyuOEPf/jDvPNd7+APfv8POXrkGKOjIzzsnLO55DKbA/Oa17+affsO8KuXP49KtcKv/8ZzeeKTLqXRbIIRDNQH+P51P+Sjf/FXtJot1q5by1v/4M08/pLHAYZf+41foVKp8H8+/Bf84dvfSbVa4fSdp/Gil7wQAdQHqnzibz/GG3/nzVz2+Cezfcc23vzWN/Hi33ypfUZhHYLSEakHvLeGGKHQMlnkPbMnVatV/vEfP8Ob3nQVl1z8BCqVCk972lP5wz/8A44etWycL37xi/nmN7/JOeecQ6vV4pprruGxj33skuF5y1veguu6vPWtb+Xw4cOsXr2al77Utu9pT3sar3vd63jlK19JGIY8+clP5i1veQtve9vb8vMvu+wy3vKWt3DllVcSBAFXXHEFz3ve87jlllsAGBwc5Nvf/jbvf//7aTQabNy4kfe85z15asaLXvQiqtUq7373u3nDG95ArVZj9+7dOZlAvV7nC1/4Ai996Us5++yzOeOMM/iTP/kTnvWsZy0z2frl9a9/Pddffz1vf/vbGRwc5L3vfe+SVJFLLrmE1atXs2vXLtasWXPS6+3YsYOvfvWr/O7v/i6PeMQjqFQqPPKRj+S5z33uiuc85CEP4b3vfS9/8id/wlVXXcVFF13EO9/5Tp73vOflxyileMUrXsHBgwcZHBzkiU98Iu973/vu9/n+J4gwD9Tsn8pLXvISrrvuOj772c+ydatdvO655x6e9axnce655/Kxj33s59LQXwRpNBoMDQ1x11134fs+N998Mxs2bGBiYqLvmDvuvJOdp5/OwMDAkmss3lDzBQ3wPY+f3HQTx44f5/ChQ4RRxJlnnsm2bduYiSvceWiekYqD39rHltOmKHkKQUixaNty1z7Zdx/9tz189c5jKfNa2kYHRGAzjmQJPOnkylOcsrI97awzuOIx5xRyVJaCLykza2tao6YAgLKwo6xP+s7NFYRe3xQtmQJBkiTccMMNaay1sOEyiebwTIAysGWqTtlz+J3P/inHuzEVB7qhy3yjTKKkDSIQgKN40flbecKuzel9l5IRgA3H+ci37mG8O8fZQ4aqaxmvQmU40AF/3QYevWtt3tjsEvOdiD/4wi2EiWa46vVd9kQzwDGCNz7hNKbGa0RRQhgout2YbjcmidNwt8xCbKxDLcMOriup1X0GBkscOWg47YwqQsD8XJfjx1tEoaJcth4mz3NwPQfXkSnQs3lAnXbMwkLA+ESN1WsGMAYSFRNEmiACRUKsBAutOgiXwWqXkheRKIdYOXRCH4gJw4QgdkiSBK0CEmPQRqXjW0Uxw3xylLtbN9IOBGibv9abKxrXU+zZs4G5vYZdF82x2x1lq1/GKWsOtmByfIita9cwVB3Ed21unEnzhuw1HARw372KVetDunGXdtShG3RpdTrMNOdpd1skWiFdgeP15nVOzKENSvXAmSMlvudS9jxKnk+9MkS1NICUDomqMt/egqJUmKQCITTDtcNUyzN5X+eKnlk6pxeHKRY9fn2hosuEsvauvThXLgWWc5MwcrzPe5qHzwqBMQ6N5iTtaIKsjpcpHveAxOA6AcO1wzhOiCMSbjx+Iz+8N6QeTrCjFCFNAEYwR43buyFTqw+wvTxuvT5KIhwHRw5Sck9HSIHSMxgTI6ggjIfRAsctAxJtuig9j9LzaN0FYkw+ZsaGmCEQWiKkwHHAcVw2+RdwSF2HlMYSJAhLx+86Dp5bouxVcN0qQjh9yvpKa/aSXjAp/XWgiLoKUc5C4Gwx1ESneR99HpxetpJOwxZRliJbSBvyiegVc7XjnK5RunffnLRE99w+9dIQF+58GmvWrU7zRwAEVW+QTtwojDQ9QF3459137+Gzn/kc1//ohr6wKUc6nPOIh/OMZ/+vFAD1A+u+Sz4AWWoEWIwQe+8oOGTcqian0yscKRxslITNmTUmYnEuUO/GUHEH6SaN1NTWb1xb8gD3p2md9IEXv5xZn/V/nj+OsReslmqo2OZd4fjESYLSbYyJSa2CZIjakY71kitp2Tt9tx+YCrt33HrrXZx99tn/ITk1vwjSarVYu3YtV199dc5Qd0p+vhIEAXv37mXz5s33y273oD1B73rXu3jiE5/I6aefzrp1ltLx4MGDPPrRj37ALsT/6RKGYV4sdTHQmZ2dpVIu5wl9y4WnLUtcYAxK/f/svXecbUlZ7/2tqhV27ni6++Q46UxgCDOEgSFIGBUuJryIgKKA3osBLgZ8QTFcvIoKCgYU5HKNqJiACwNIVIY4MMwMk8PJp0/n7h1XqKr3j1pr7b07nDkHhovieeYzp7v3XqGqVq2q5/eE36O5/Ior2N1co3P4MprNJq12m3a7TWOkjicFrShlHJCyTKJb+ConSOiDkIeqU5R//2efepAP3jHrIlIGWL8wYHxLECuEFiTWkGcpSwSP3bOHH3riI4f6t5HxLd9Qh70//cM2CUEZ9GhtMJNmG4Rlw8YhhKO9VVKQpMaFlGVhO1IIcoaqcphSmmwSxT46Y3nzA82+yerAbQaVRXdPbSz3zSdM1Cf43FzEZxbaXNQQ+BLWjMf2epUbJhsZC9fgOMNI2edZl2/nn245wUIroha6V7bV00glecq+CbqrPcS2KtVqQLkMI6Oloviti+13z0xntNhSCjxP4mceImPgNK5+lJQwNl6mVg9ot2NaTcdAFUW6KNbJgLV4bS1i+446M9trhcIepYrji469yFMai2Cs3mOktoqSjuSALGellwastsp4UhMGS/TiFeLEgxS08TKPz0mkWaMmSwSiRBK0ibqDYReWIEjpdEusLVS4bN8qL5nczYj0STNr+O5RwUqvx6fuepBnXHEpSnguX60AHmBMSqxTwGelvUY37dCNejQ7LZZay/SiXlYTywEmmXvGHkK5SXVKkgGQbtTCUx6lsIbvxzSqJ0l0jVSXidIK1iosktSsC4MtPC8Diqbtv4vDS8RGk/rZvTHZPw9lD7MCiweZ99gYRa/XoBuPY4UcbtvWF9mknS4srtMbJfRb+F6XmeoOdk1/mVbb8vnlUVZbFTzPMt5YZnrHHONemI2/QAgPIX2E8BFYEn2K1Cxlil7uSZPIOECoACXreN4oPjNYG6P1CqlYwiQ9DAnYFGM11mrQApEKlLQQQLsbI6RxeZLCFU31lCTwIpIgohymBH4VKf2HBoE2T2o3GJOS6phUx3TWwKoImWh6SUKU1TwiD2sVtgBAZGGPxdpWrEGbuE2y51w8JeWUWgFIJEbmHlG78bSHkgEjk836dujQAX72Nf+DpcUlbv3KbXTaXSqVMlc94krGJ9fVlFmHg87JAXXW6ToIyHLw4+NyYbP9LQcBxfVE9rdxXkObsVs+JHrZvI0D1SuGf27oiRj+c9PrDYyMyD8Rm1y0byTJieX7YysQQiFFiCGb3+uYKHL4uKEpW/bhgmwlxhgWFhb4nd/5HUZHR/kv/+W/fLObdEE2ka8pHO6mm27iIx/5CF/5ylcol8tcddVVXH/99d+I9n1Lyuc//3kajQbVapUgCFBKYYwhSRKWl5eZmpo6byvLIFhq1BuMjY7RajW59bbbmJ2d5ZLxKUbKPsstl/ynZEhqYxKtCT0/8wad22JvreU9N5/gH79wEhG6Ohs5nbTJlE5pBbZi+aHHXsyJMxGzaxEj1RLffvUlXLa77/kapLbOCw0OMzGRMbWRgaF1iZxi3bps13FaOZ09G5ucgU7QT3TN8iIyy5mnHNKywHKzR12OcJp5tOkXaC2XUrCCtraMBor9WYz0YJtzSQ389Rfm+fyDsyTaIIEEnzs6Hk8/vJ0XXz7OykKH2dkWpZJPrR6Q1wfJx/rpl01TCRQfu+sM803H/LNrrMy3XTbNVTMNHrx/iW43oV4vFX1x6RGSfBqdTSHrK9LG1f3BAcJ6PaSeUWYPHpuPp7Vw+tQaSaL7gFwYpITJkR61chMlHdmzo1jWYA15TpG1lpIf4TVi0lTT7raQpAjRccxqqSNYkCQgDIFKOFCd5itLxwnLcdFWISxRHHD86A7S+ZgXPK1BQ3osJom7t7RYIxn3PS42CScWl9k/5RF4YTHO2hiSNKYddYFx1rprtKIWK+012lGbJE3cXCtIBfrWZTvwrDZ7hYwly0GRRGmMitooLyDwJWGwRkgT8OjFIzQ7044oIS1hjEIpfVZPwhAtfPF9DsA3PnMX0kYxSdcbPoYP7l/QAr3eCL10AqU6KGFIkjKxrqHFQyv8Qhh81UHJGCEsxiqStILOwJ7Aoo1HNxoh1SFjAeyonuG0OEW92iKNwPMFKT2UEYzIRqbAKQQVPMaRMkSKKsJ6zoJvE7Cmr/LaHsQSrZYRwkPKMlKO4KkRPG8aq7okySyJWAJiXD21LPRMO8CbphojnEdGZIYYmRGWJNqgjaZkYkpeHc8LEVJtOrbWaKxN0SYiTiOSNCHRCUliSXoBOmiiI5f7k6T9um5ioFCxGFrbNj7DPIR4AwnGkDHJunG0IG1GCZ9ff5Nw7IdWgjf2dXxinKc89clbnrHZ1Bny5dhzuO2m110PfgyWKAM3ziRXbCz5TdHZ3mA3NZidXfqg5tycoGdxfW15276xYhOYWxje8u9zw2Q/pxOkDMFKjOkMGwoGgI41rt7aehbJ84sb+s8tx44dY//+/ezatYt3vetdeN7XVJHmgnyD5Wt6KkIInvnMZ/LMZz7z4W7PfwpJkoR2u02r5eo97Nq1i+npaTqdDmmaFjUGNqNiPdfoRZMVQ2y32i4uW0fsnqyy1onAQJIqgqBCnBXb8xRYm5zT9f/vbaf4p1tOkCbgh0C2yDpvkjtG4JLDvcDy8m+/DCFKKFEG+vVa8n65GG2LMa4YHXjZxtWniu7Htg97gIqP8/HJ/xnaRQe+zw7oVzXvewKkFFRCRbNnODq7zO+8+5OcXEnZcbmlrQWBtKjsfpEBX8J1e/dmi9t6C7fbuf/l7mVuuu8UtZLPSCWALOxorZtw0/3zPP7gBFPTNeJYc+LEKvsPjBGG3tC1hIAnHJzksfsnmG85ELStFuJ7Cp0agtCjuRbTaJTcs8g8LYNDYNf9nYsZiAjJpkwfkA70JmcOzOsF6Yw9anq6RhTliecOkJSClNBPQMYIYQprY1G00vaZywQGTwqUZxElHykMXmSI0wQ/lcSpJNWSKDVYoxnxAq6oH+KmBxfxqi2sgOZajcUzIzRPGJ54XZNt/jRr2imOjjrYNWE1Tdnme/z93Q+yfbSOFC7vSwBap3STHp2M5nqxucxKZ4UoibJ+ycxzlFtU+wpiYYDItA6JxGD601I49SvRGk9JkrRHHLfxlO9C8AQIkVApLSFFympnO4kuY6yHYgv2pYEHudGD2583w+fkmvQWGtpZ3hljJN1ojJgR0I3iBCvODrCdGCrhMtXSvPMEYrFIenGN1dZODIpKaZmy30IbRZKG9KIpuvO7uedMj9rICr6fYnqCXnOUK7fVCT1nDJGmQuhdhPSrCCxGdDC2jTN4aMjnnwWLBiEwqUCIBKMihG6SiFmkLOExQhDuRtoJEn0UYzvkxB4iJ88YsMibjItbG9BGkGrHCBinKUmQUA6rhH4to0YXWAzWOgrjJO2RpAmpTki0I2pItSGNfHTaJbFRFqY2/Ew2LM8iV3Kdluu8G8KhpaG1c+NzcsQkopi3wrrnmefxCZWBhM0cDutli7kz9P1mH59t7pwFl5/tRu6SMttDAobBz0AeYR6+sP4Gmafl6/F6DIKOh0MG/EA89GDn5+SkSQYl1dApUvggy65oeG4QHLDhpKnJvN6DdxabkhhdkM1l375956yvXZBvnnxNIOijH/0oH/3oR5mbm9vAI/7Od77zYWnYt7LMzMxw+PBh5ufnOXnyJLfffjsPPPAAYRAQlkqUy2WUUhuU0a2k0+2yvLTEzMxMcR445h3f9+h2u8RxzLaROpP1ELMMp5Z77Juu4HuWRK9hbU5He3ZGn6OLbT701Vm02Yx5qC/GWhSCsarE2F4WMefYygSqsKYL4WLujUmwtDA2QooyUvlIoeiDIDm0qwxtnhaG/D9b7hGiaFu+lhtjCtIGgSXwFd3VmN/5549xz7F5hLJwd43dF7foIEgsSAs1T3Dd3l18x5VXbnUzulHMv917Bk9JSoFXbDJSChpln8VWj5uPNnn2VaPM7Kjz4P1LnDi2yr4DYyilsu7mtXWcl2r7yHAdAaUktVpIpxNn9XyyYZKZ9W+94nsui7K1Q3NPCIE0YMU6Zj1cvaIg9DKQZRDSoDDOsyj6QMBaMHoAlA1s50JYrIQw8JFS4CvlaIyThDgVJFriJ4pekhCnKRNl+PZLR7n7wTFuujuhkyYElSV2XddlerzuvG3aASAhwGQ1Z9KsLyVhafa6+J6PFCW0NURpQpQmJGmMByw2l0gzK6nKFcrc01kEoqx7AwZMswIX+jkoqTXEaYoQkm7kQFAprPe9MljK4RpCGIz1UXLr4sGDcjZGx0ElpvAQ5Q8kP6b4OejVyjuUny4w+XYxCADP2jKnXZeCJrXyAp7qFZcUGEpek65qoUVAOVjF9yJ8C4Hf4hO3HuHD9yRYuQ2WJpHSYIwDPsdnLc+7eoqKL/C9SYyM6CV3uD4SY0mxJiUvCypE1isrsMK9wFYLrDAImYJNsDpC6zaJt0Lg76akDpOkx0ntItamxXuUe7wd81oGrqyjlY5MSqoNcWpItXY08UFC4Fey8MGIRMckOs0AkMl+1yRaY4xAJQGp7KLzBcrmo7wR/Qw6+gqDmVZY5UhHpOwXe91MiqsOAlnbB1VSbpjhQ8B+wPGx7stzlYcRJeRvo1v8kIQglJsPNqUPfgbnNP1+fM192Ezyd+jcaeiHmiaAzFu+PuewONT06e8HLzAYFqmUy38yNsVXckPmrxC+C42zPfphf+6ani8JA69vYCEvrfBwPrMLckG++XLeIOhXfuVX+NVf/VUe85jHsH379nOwAl6Q9TI2NkatVmNkZIS9e/dy+vRp7rzzDtrtFlIqkiRhcnKSsbExqtVqRuOrkFKQ13jJxVrL7OnTtNttpqenh+7jeQrP81yoXZoQBpL90xXuX4ZTSz08pdg1Wc4qkjdR1iX7Ghtv2u520uG9t93BcreLQaA8MKlFemB1bo3GbaoKRko+V+xsYE2EkQNeIlEG4RXhU8b20LaNti2MzbwHBAhR7Ssdheo5LMVGsH5DHpDcMv5QgFIAJV/xpQePcM/xOVAWoSyrTVj7Yp2JiZRaQ4Pxee4THsH1V01tapnN0c49S/M0ewnlIA9t7APHvB7TkcUm2FHCQFGvhxx9cJlyxWfHzsbmndmk0WHJZ3WlmxXMlEg56NUZvIYdsvZtfU2BsLYgHrAWx4C2LncrB0p5SJC1KUIYhNCIohCvII+1l1n6mbuqLLxBUjjl1FqB77lcHd/zKPkpcerquvRUgu959OKYThThSc0lew37d2nm2wmfPSppzVdZNQoaoFSeK9Fvb27M7xrLTcdmecoBSewlLgMgjYlTl3zuZX22Ng/FFMWjKIrSblJeo3AA5vONYWuwtZZYa6RMkalARk2k9AiCSuH1tNaBhm+UOMVqeAbYAfet2OI9kUpTKS3QjgO0DTlXbbEcrDJSPYOnouIeg9ccrZ/GIvG9rEaHcG/5J+6OsEplOSsCo1VxvpaCD3/lFN97zQFSO09qZtGmS2ryuj4wOMsHZmxxD5QlpwRGaKzQWZhekyi9H19NEXr78cwYsTkBJmufsohUOgAlrAMiuf5oIDUao50lPUkMUZoSeB0AjNFFAd9EaxJt3fFGY41F2hBhLEY9dI24Ie94NlcdQYQpwuD6x27phiFXcQevm4+aVPm8z0OWB06FdekkA7lG5yJf42GbnebeMwd+BN6A96fbD21bv098DW3ZcM8NF9kElGy6a51FBuauFBJP+c5jLFTB4Ae44r7WkJoYrVNHbDFAGaiUIvRLpKlBComQCpPadbcSSFkGazMGRQrDWRFCOWDFMlZjz7+05AW5IP+u5bxB0Nve9jbe9a538aIXvegb0Z7/FNJoNHDsWilSSkZGRqjXG+zbt4/V1VWOHz/O3NwcnufheR5hGFKvN6hWK9TrdUZHRwnDECEEnU6HpaUldu/ePZRH1O12EVLg+b4DTtqgpKRWcjH4tbLH8cUuCNg1XsZXAm1bSCEdbXPOHpPJ0eU5/ua2D3PfbI1E1114UEUSLYNfl7iQ6z5dt0Twgmv24CuBIUHYFGENwrp8EyGrSKExtkuqWxjbwtB2hdyEAkpYAgSh89Tkm35mutwS/Az8nR9vMxu3O8gwuLYzcLoQUPIFn3/gNrSxeMoU31lhWVhSLCwGBHgsX+HsalvpF1ZAO15FCUFqLHn2SV8hcTWUfK8PHuPYFUFdW+2xfUcjU3T6oYZbiZ8VUB0MX5AyD8kYZP0SRe7v5jWeyACUG7yc7cxag0VixMDmmA22u2dmJZdZYUmRz51h5VoAqAygGXe+EHkJRIHOclvyQr2+pwiNT5gEqG6XWCXkMe+dOEIq8JFMlD2eebG711IL1rSmLn1W1hXya3iKltbctxazoFe5dMIj8AICL8Ba63IyUk0JaFQarHSWXJ4ULgk+J+nYTAovSr/LQ5KDRZMBISUlcRrTi5p4ykfJAGMkUVTGWIUQhsDvIfMxpT8HCmsvw0pr4TnsH8rwCzLo5el/vKFLxRwZbDuUgmWEtKx1d2PsQ+UBWaRIqZSWnQdoszET4HnrDS6WY0eOEWXhOxvukLVp2Xg0o7tRvmWyVsdYxVJraYCFTGTPZEB5L6bkwIWtgMy6bbWFMMEaQ2JPYWSTwNtHIPeTpPcXbUYZhBFZZKgdYly0xtHRWmPQ2hKnBt9PHJCzxhXRNSZTOIefh9IhRkUMvetiwy/9dgyNi0B4dgCdnIPHd1MZAMHr7rHxcYvh39bZWza7xnm15JzOzX2uHkK4+l+ben/yZy+Gm7fxal+PbDLuG9HS5jI4NxH4ysdXJTCCNNGkJskOy/cytzd4XkgQlDA2deyBlqK+VZq4eRiEJVKzxZqPRKqKY0e0aX9OYtBW5BwcGGPQJuVrDB66IBfk362c94yO45gnPOEJ34i2/KeRHMCAW5jm5+epVCpMT08zNTVFr9cjCAIqlQqrq6usrKxw8uQJ0jRFKUWlUmFycpLp6Wl6vS5KKcbGxoqwmDRNeeCB+xkdHUPJPKHXKe1Kufvum6xwz2yH4ws9fKXYPlYBK0hMm8CTSJN7hCzH59q87Qsfwi+1gAogkFIjPUU4ZklWNSiJzHLoPSt4+dMO8OTLXNVsp8QZjDUIqxEWd32ZYmwbY1toWhgiBDLbxCIgzqx6Qw6WgV/6Cv5Gq9zAr3bws0w1GvJoZMBNwpnmKU6vrYKrVDO0fzqjqyVKNdXSQ1vEQj9h77YKd5xoUvHV0D2T1CW8XzpTKjaebdvKCGEYHasMWeHOmrwORYhTDuT6YRh2XUiGzfJ6hscov67RrqykkAIhHQ24tm5jNdYiijC5QcUy8xgJ7UbMZrVX8rA5m3Uka5wEkGBNPyRRSuHqCqVOiUtTi1Iu7ybwFUJIF0rXVRjPYkJnQY9SZ34PrMIkjv1uvGb5l4U2z95WZ8Lz6GSU7BWpiK3hIwttyvVVVjsTzK7MEfgBlaCEnwEhrQ0NASXfpxJWaPVaLpfAKBdqmPVl2O7tPFkDJMTDutA6hVBrTSIlntb0kh5+3MJTI0RxjaW1PRjhIzB4KkaSUC41qZSXkcLlOSVJSC8aQQpX60YqTRh0EDKjUDaOWU8KDeQ04xTrw5BsArD7ZA8DfoIMCAWqiS87xHpk40RcJ0IYvPUhfYXtYtBTM4zEPnn/KtDIvFabixWCbhwxXa9QK1WQwpGBLDaXSNI0A+a5d2Dg/cnfB4ubo8LlxTgPdu41SB21vFnDJg9Q8i9DiX4eVKFMZ+tGfi1LZnwArDWOjTG2JGkxlFm/7YYwNWmdAm9kQl7kdMjzsh4RDHxprXD9ykhI1uviZ6/9th4k241fDf09vI6ub85WoPXrRBebSP5s++AHEiwJdiDHpV+3YaA56zDmgI3onDHLuXfnHK44dIgg8EI8GZLGjqRBSonyvaF3OA/BTBMNiUVKVez1NoXEuFBeP/Ax1hnitu6LRMkKxraytcut6c6gkO0NNsujtecWontBLsh/FDlvEPTSl76Uv/qrv+IXf/EXvxHt+U8hg0VQtdYsLy8zMzODtZZms0mv12Pv3r2MjI46UJMkLC4ucur0KZYWl2i2mqytrXH8+HGklExMTJAkCWEYIIRkZWWFbi9i/9gY8/NzQE6U0F9rJxsh2gruPdPi2GKHwJdM1svZIhs5ZdlAmka8+QNfoLqrTZp6VMsd1lojgMD3YlJ85ISEVKBTmKgF/NJzD7NzzNXLKIUNwJLqVRLdxfPqeDLE8yTWBlgkgShjGM0YkzokaQ9DjLARkgBXs0EUyhh5eFIRi0IR9iRc3v45Sx6g5rxXln/+0idQZY30JCaFvP5hvk/pxBL68KhLxnPEMXw9azm+1OFLx5ZZ6Aoq1ROMVqaYb/aolXw8JYkSTS9OObS9wTV7+spkrR5SrYXFZpe3L/fmbKbIFGExA3p3PwxuPWvYxhh1Yyxrq85Sf9+9CwCUSj7bpquUyy5kcTDsJaeIHh5k4+i4jUEqgyieSdae9e65DWMGcWKpVNxz1tqFEqWpQSlIE0G1UkIpyVrHkNftsF2IkwSlILDKUQlbiGjz17OW68ZK7AodiL6/1+PTixEn02WMrlEJEjpRQi/p0ew2Cf2QkUoDKTIK8m6barlKnEZESZyFjA0wNq7DkiLPN1k/NJuIBRcWl+UHdaJ2RpDgo/wEawLAIzUKKJN0a8RpmTBoUQ5WSXWJVm8ag0JgkUIzKk5SCpfROqDVmiDSDTwVUQpWKAVrsEUtsM3EAf7+c5fCeT0cjtX4qkukR86q2gksod9Gyr6npwBg63FYZm7OwdBktYxd6M/rTRuYWhrVkMnaONVSLQNBEmMM881FNxeFa4cDOHlr7cBsHAZfw/dy4NHYDtqsoWRO6ZzVyRIWjHDEG8IWdSYtwnExZAuGQSOKmi6beEyydihdwqo4A2LZ5/0mD78yFrf25YQjRiB802++zdY1aymIEs5XMjKJ4qKDF89+Dg2X6J+2/m7LK11uv2OObjelXPa44rIpxsaGcxs3XExs+gV98KMyA9kg+MkHyvaB6vpbDADrvHubPZNzki0R38ZPz3qo6B8VeCGKgCRKEdIVQDekpCbKSAzccVJKPM/HFy5k1OisRlR+SSFQviQxkfO8y3WU+xv6IrN55jz7FjMEnIy1GKPx1UNc54JckP9gct4gqNfr8Sd/8if8y7/8C1dddRW+P/xSvOlNb3rYGvefQdrtNnEcMzLilOGVlRWCjCAh995IpZiemWF6eppms8nsmVnmzszRbDaJoojZ2VmazSbT09Ns3z7DmTOzTE5MFLWGChmw5HlKsmO8jBWC+2Zb3D/bQlBjvFZyKqY1KFnm07ecZk00qUmLTSShHzNSW2WlOYq1AqWcmdP3S+wcrfPzNzyC6ZFyVj1d0VqDlZVV9u6bwkuX6bYFp06d5JJLDnHHV++nVq8jhc3C9yyHLppAChfKYG2MMRFk1r6iLsK6xP2BzoGRzgpsN2Q+DP9VhKLkuSOWlVbEHcdPUq+ldCbG6M6DTgRSZcdmhvYrLq0yXg82PEtrLX/yqfv41D3z9BKnRO2YnueiHZqpzj5OLHbpxikl3+Oy3SHXHZCUfW/g/GGQkt01D37Y0IecSjvPFXso7VsM7fau2OmZ2RYL8218b4Rt03U8JVhZ6XL0wSWmZ+qMjpVYz5RrB8bf/WfAaozWGGUQasArkltjrRhSyPIirgBRogkCmYVzWkRGoOEpSbsT43kSpQTlkqOOtpmCmtc9sjrFz6+ZpOyue/zLyZiT8SqkFayVpDZhcnwFqWsst2tctCNBaklquiBBG41AUAlq4EMr6tBLe44mVmTeBDvsBRpS1PLPM41ngzdoeASx1mRhcalTljurBF6X0OuizE4SvQ1jQwdGUHTicXrJKNqElLw1PC8m0RUQAoMkNhVKrKC1T8+MYQhIdZm4VydKVqlXzqBkt5g355If1583uaEg+8DYsxi4szC4cIVaeSF7l4e+HvwxOHwFGLr+qh186t5ZdEltHMPsNagZzczYKLVSlVqpgirY+yyxjllpr2GsRWaGAOfdGrhZdrHiWRrRTxrLm2U1iITUzFPyDmRnOKAuspo6GOHIUwY1azUwRxh+cwe9su6HQJoAYSWpXBcamIEdawEjXfvycc8IHoprDrTfDhx2dj/EoCenfy2BKHI8hzqx/u/Nns2APHBkmfffeA9fvnUWPaCgKyV45FUzPPuGizmwb2zduTnI8bMWJvTD2rKaUAyCn5QhSuuh59vv5SAmWud4eVjkpk9/hud91/O5476vFHt5cYvshjsm9/Knf/YnfPu3P2vg3n1I7qsAT4QkcYpUkps+82885zufy5333Upj4JoCl1+WkiCEK9YrPYUSzkhjUpcrFBeeJIHEG5qTG8Rq8qK5RriwdQz85q//NvPz87zxTb8BgHcOKUHPf/7zueaaa3j1q199LkN3QS7IN1XOGwTdeuutXH311QDcfvvtQ99dIEk4NxkMb1pcXKRWq1EqldBas7K8zOjo6BCnvMvpceFTIyMjjIyMsH/ffhYWFjh69CiLi4u0Wi1arRYnT55EKcW2bVMuB8H0lf3hNrjci53jZQRw72yL+2Zb7JmsMNUIsQKUSLj9vhVSncXnZ6v5WGOFMIhZa9eJ4gBPaa7ZNcHTdl3MRHkbvY6m20s4M3uKMCxz7733srqyg8uv2IM2bWZnz7BjxwxLS8uFB6fdbqGUxZhtWBTWuNwSQQSozBqdUc1atlT6bWYpE0MagN1wzmC+g9s/LR+++R7OLCRs27PCaqOOkIpo1aB7bgtVJahPGl7yrL3DA5nJn/7r/Xz4q7NYLEoIEJITp6eJ4gW2jX2SKw7uxFchFT/lETMHuGh8/1nnibXQbkWEoY+3xe4zyBo0/IhzkGHXHeuO6/VSThxfJeql7N4zyuwpy8REGaUkI6MlFubbnDq5hlKSxoiLcyw8BPmY2fw+LsnH2DRj28vbOmxmtwBZwdWiun12iO/nXGqiIFBAQbnkOaaszNJfLfskaYgI8itaTM9VuQqscte2KQcnu9w52yD0NIEf4VnJyTO7MFYwPd1kR7iLskloilNZ2yyduEsvTtg15j6JksiFoggvZxze1MI8/EDI3pV+3tqGwzOF3BhNL3HeNesZUp2iZA9fLRGoCbTYjbZjGFvKridp9SYRJYuvuiSmXFy9F9ephgFh2GVMnqAdTRAldaxV9PQ4IhKMVI4j6Ie4PJT0gcM62RJAGUK/SbW0RMlvIeVATpbd9Fdn0OjfEYDPnzjKwbrl7k4F4Q2MXja2NrZMjixTD2eolMrUShU86buwNizbrKM+Xu006b/vxr0nQg5Z/ovAv3Uez37zDNquZeG5JYQMEdYxyiENRgtIHUARctjzOihi4GexLBkBViHjEqnqYXS+N+Q+JShK2UgzNG5DLI0S5w0S/XcyxwSbeznWg73+x9ZkYD/PLzrfLT277xe/fIo/+tMvkqZmwyFaW7745dPcctsZXvGyx/Doq3cUo+PC2zLiDWtw9X0y61PBRpI6zw8D/P4DsZOv/IlX87fvfs+G+376859k/4F9Q89ivfzNX/8dr3/tr3LXA7ede5/PcYxu+eoX+gBpCACBEBJfBaSx8wApDx7xqCv58m2fp96ob3oLZ7zTxKku1k4Xz2ALQ5GzGbp6WYitaw9am2Kt7hsKgLkzc7z9j9/JR//1RuchQvCK//YTnD41y0c/+tHi3Pe85z288IUv5A1veAOvfvWred3rXsf111/PS1/60g2A8IJckH9vct4g6OMf//g3oh3/KSVNU1ZWVpiZmUFKSSsLhdu9t69kd7tdPM8jCAJn9TVuMw+CgO3bt9NqtSiXy/i+z+zsLO12G2stt99+O3Nzc6w11wBHpTwsbtP0pGDHWBkpyDxCbZrdkN2TJaQv0BraazWSJMD3EpLEJURXyx2q5Q5SxfjS49qRK6kHPqurbdqtDqtrbYLAo1KtMDY+ShQlrK52UJ5kfm6RW778VVaWmzSbbaamtvU9NxaskVhrspwkiUWCVAgDYoidxhFvD0sf5AyHiTmF2VrQBgeyyBI+rWVptcUfvPcmBHVm9i6wffIkc3IGrxJgtEAKS7nc44pdkkumpsnpd3OZW+vxsTtncQVAPcCFdflSsrg8xeraJDvKdb7rmn2Ml0ddtXvLkD4p1u3OAkgSQxxHWfjI5rutUs5zEkcppZKPsZbbTixzdLGNFIKLp+scmKwWcyCKUh58YBkp4cChCYLAY/ZUh0L5EjA+USbKahddVJkkDPsbqM1Aoyuu6mqxFJuotRgjs5yegeMHksBNDoRsXkNIFgp3sZlnSeeer4jbafYsnVVzpFaim2Tx79aSaEPXWKy0eFKSSkkQ16nUWyQGmnEJYSVhfY1apcOh6h7Gwr3Y1ml8yiSik0X/9BUpx8joPht8LhusqRtyNTY3Bg0ro4LcaZQaN2ap0fjKWXVTo5Gyhy8XCVUDY7eTmBmMrWCtotWbpBIsE8gWsa6BEGjjk+oyvhdTCpoEfodePEKrO0miy8RpBUuAkr3+u8FG48im/RLrurmJUi2EoRouUS3N46nN2SXPhr1y5V0IWOr2mB0TXGzhvrUSJsyUX2PxYs3e8RZq2pI0S5RGKlSCCp7yhkCAyBq92lnr9zfrR98jmr3DVjgv7KD3ruij80jH+hhwJUqOYXRczHmpLMZk10gFLsdonWeo8Epnx6j+QHgmAJWiVZSBNNFX6NfR0YuBf4e/yNLlTV6LaMNJZx1892qJIpIMaSjwxVmeWR4mXByT/XzwyPKWAGhQ0tTwB2//Iq/72es5sG8cQZCFuCWZBwiwMguHttlnA8VMB2+6blie+m1P5k2/99tDa+nE5HBR60E5u8fsPGXdxfIQwanpqS1v5Cm/eAa+L4nSLkpJd87AJQen59AUw/nPhgAQLoc7DM6u5rm1PC0unF/3r//ib3jMtY9i167d7g6btPsd73gHr3jFK3jb297GS17yEgCuuOIKDh48yF/8xV/wile84qz3viAX5JstF/gOv4nSbrfpRRHVatWFY62u4gcB5XI58+IYThw/zsLCgrPi01ewjDEFacKePXu4/PLLedzjHsdFF11EtVql0+lw5MgR1lYdCLJ2OBfJiVvxPCXYPlbmkh0NAk9warnLicUe2gh2TteQHY8zc9MYK/CDGKlSpNT4QYSU0Ij24BufSqVCEifo3ioTIx4nFk7zuTvvISgFlMs+WjvL3szMNI+55ipGx3IrUbaMW7LYZZm55jXGxi4szka4Yq75BrjVlpWxmdl+norLNcrySBCF2x8yMGQtv/X3HyGOLL1uwLF7piiFPfbtfICd246zc/oku3ceY/voHNftvprNcky/eGSRKDV4yils2histUilXI0GLXngDGyrjKNEv4LMYL0k93feC/dsqrWAXjcmitKhYwcVbd+XlEo+S0td5ta6vPHGO/ijT9zH+289xT/fcpLf/Ze7efu/PkA3ToljzbEjyygl2H9ggkplmOXLgRiHziYmSnhKcOZ0E6NzbxoD4XAm+1+Th8Xlnseiks6Al8oaW/yf31Frg6dE/9429xIZR55gDFJBFOnCA6WUJPR9Sn5I4PmUfZ/A8xA45sEzzYCvnG6wPDdD0hnB82KCUsfRLDcnmBYheDWMB2UzjrQSkQGx/B1RUiKUdLk6coAm+6E0peIYWyjcYv15666hrasX001i2lFMN45JkoRe0qYbz5Ga2/Dk5yl7d1INj+CpDp4XMVKfxfc72ZyXGNufQ0pqKuESY/XjlPxVjPHoRGNkAWL0ohpR0kBItXFeFXNxM9eIwFh/SLmWIqVenqNeOYOn4gGgcfZhUlIQ+h6BknhKokTG6JZIpLDMT/Ro7Fzhkuoql4YdDpSXqO5dYWHEUpESqQOaCxaJQgpJ2S/TKNeol+rUy3WmRiYi4ONwAAEAAElEQVQZqTQyi/lA+OyA5l7o+QWA2tBhIEWbFgC+2o2UDSAA4Tu4JXGhaNKCldhUYROFTSRWywJgCWEQvnZ5c8q4AsTWR6seBUmDwHkdxcbGDL5768cSYbBmsz6sB+kCm2btSiVogTUSRxhhC4+TtbZgvNtK+iDJDv3/vhvvIU3PzeOYpob333gvUpQQIsDSy9Z6jUVjSTA2yj6L6Rc8PTtCC4KQqZkppqanmJ52P5VS/PEfvp2nPemZHNxzKY++6nH8ws++lnarDcCn/+0zvOonf4a1tTV2TO5lx+Refvs33wzAe/72H7jh257NRXsP84jDj+G/v/wnWZhf2PzmW7htdkzu5YMf/BAAx48dZ8fkPj7w/hv5vuc+nz3b9/PE657EzTffjEGT6pSbPv0Zdk7tY3V1DbD89hvfxDOecsNQv9/+tj/lsY+6jjxc96d/4lX8yItfxu+96fd51BXXcv3jn8abfvtNXP+Ex21o0lOf9Hh+4w2/CtZ51vpGHvf/P//j+3jGM5++5fv8xje+kZ/8yZ/k3e9+dwGAcnnOc57Du9/97i2fzwW5IP9e5GviO/ziF7/I3/7t33Ls2DHieNjq9w//8A8PS8O+1SUPhet2Otx///2Mjo6ysLDAxMREUfC02Wy6XJ+ZmSEABA4EnT59mlqtRr1ex1pLtVrl8OHD7Nmzh2PHjnHy5Ek6nQ7WWh544AG01uzcuXOoHQJnqVJSsG0kJNU17jrVZH4tYqIuefK1e/nol44xOzuKMYqJ8QXK5Q4IS6dTIVndxqFLYnrVJtVAs3T/l7AmoodlF5YzqeWf723h1RdJTsf4XoUd3nYutgfZtm2Cer1KozHK0aPH8DzF2mqPckVmNW9c/LdADSzOA20XMFgbYd0IbzLm+eZuCk+QtZYoSbjlAbehCQlnTozRaYdM71qmPtpDa83C0Qaj6gCPuGEXdhPtYK2bF5nNAJCxyMxDk7P5yK3CiwYfxlDTBb6nqFZD1tZ6BIE3wO7W75OUgm3TNR58cJF33XKcE2s9xio+gXJgspcYbj62RMmTXL99FK0tBw6OUyp52TjmXhqL0Y5OXRuNEDA1U+PYkVUmJiuUKxndeg4uM0WF3JJoBzux8XEYp11lHhdRHC+lGEjqdaxx+X1ysOVqrLhr5/lCoe+TpD6JnxJqTRQnGGv40myFbuqAZtodIWk3nKfHGiJlWBiVNKoQe11KuoJvayS0KJi+yJVJiciZNoQpwMyWFvmhZ3l+duW+op6ijSDRGk9KfKVQRqDkAp5axhc+Zb9KoMp4KqBRFiy39mCMTxTXkdYxo/l+zxkqVJfR6imW1vbQ6m7DaosSEc3uDMITjIoThP4a69+igaEYEm18krRaAD0pU+rlearhIkLohwY/AgKlCDxFOfAIsjpmxlh0BoIXO4qqF9FMAlRoWCxpoOuUf6PwlOaSsZ0c2D/O8WNrnD7VYueuBkpJyqKU3ajvrcRaVjprbg4akxUBHXDvkXkBbd9qP2hydxTx7v1O9RlK3sVE6f2kZsmdO2BFRxmKQMgBloDBsXSOHoE0PlZYjEjJDTuDBYqH5scGdNNfLIrXTuBC7IYAVHZdLfJBcaF7A8eILBfL5MCnQDd9iukhD1vRoY0zZHmly5e/cnrD51uL4Mu3nmFpucvYmGKork9x+c29EAPd2+LKG0VKya/9+i+zZ+9ujh45xi/83C/yP3/l1/n1N76Bx1zzaH7lDa/nt3/jTfzrZz8GQLVaBSBJEn7uF17NwUMHWVhY4Jd/8dd45U++mr//u3986C5uCa7hN97wW7z+V3+Jyy6+jF/55V/jZS9/GZ/9wr8NP8PNAHEB4vvAPo9O+LdP3US9Xuev//4vwEK9UedNv/W7fOnmz/OoR18DCG679Svc8dXb+d9//lfOi89wZMPy8gr33H0vj3jkVQPj2T/iNa95DW9729t4//vfz7d927dtaN+1117LG97wBqIoIgzDhx6jC3JBvkly3iDo3e9+Ny9+8Yt51rOexYc//GGe+cxncs8993DmzBm++7u/+xvRxm9JiZOE1dVVDh06hOd5LC0tEUURS0tLkOX+zM/NUa3VqNVqgNsI86Tm1dVVms0mhw4dKuoD5VbCWq3K5ZdvBEN33nknJ0+epFwuo7UmCDLvDGCFxVOCsZrHvYv38MWj97DyqWXKgcY0xpheLbFwUnJ0voYKNcrAmKxw2SOO05EdHux9kUtnm3hCs5xatBD4WAjadMqzLHQTyj4EaoVZu8KXPnEfuxpTXDF9kGt3jPP0i68FAWnapRelCBGgZBklQ4QsZZbCjTHNZ0/yzjWDXLFg0HxZjNlNd92OTl29D6lAx9BcrtBcqgxd6vkv2Es1tBTlmPL7CsFIJSDwFHGqkbYfoobNqEWxPMIlm6yTdR9son1WayHd+YReN6ZcCcgJEfLzrYV6PaDlS44ttakFHiofFyEoBYpEGz73wCKXVkpcfXiasLSR5cdkXjGdKaVYqFR8ymWPxcUOu8qNvhcoC2dzTG0aIfKcBVnoL8Vw9we7eCrgwhKVyti2su9Mdm0LhUfKtc15jYR046PygqpBSGI0aWooBZqjS7AWOQDkezKb285aH2uItWCubTm4TSFUmVTFlPUE1nPPSGRLohKjSBEAFm2XcXkJA+D3YYudGZZctUmzwpqJTvGkxFNO+U/SlFhF9BKf0Cvhez3KQUAn2k4nGqfdG0UApaBJozqLkglKJdTKC6y0d9KKpsEarHDhpa3eNqTQBYGBp2LyavUbJ6sE4QpyKjSe6lEJl6mEKw8JgKQUBEpRCjzKvk/oeSg5UJHeWEw2vrGNqSc+qZfQ1T56YNg9qZmShpmJbdTqIfv2j3LkyAqzp5ts31FHCkXZH2Qe6zdqtdPMALXMyD4G4KxyxC/IrdwfLsQo0acwNiFQ+8AqUjuPewf7IUhDozZg0Fj/sdQBqewVRYkhD708z8mV44WcEEa7fggr3JQVwoXg5fW8NlWqGVxShmOvNvZqC2OO4PY75gf681DiCEe0Ntx253Ge9Pjd2cXt5vFe5zEs//Lhj3Jo72XF30/7tqfwJ+/8I1724z9afLZ7z25+/v97NT//M6/lf73xDQSBT71eQwjYNjU1FBr2Az/4X4vz9u7bw//89V/h25/xHFqtFmqI6G59I9d74vKf7vMf/+8v51k3PBNflPj5n/85nvjEJ3Hf/fdz8NCBza+xflwGPndTx1KpVPitN/8mYegXz/UpT72ev/7L/83Vj7wCKcv89V/+OU+47ons27cPbdrD97Fw8sRJrLVMz0wP3QPgpptu4pOf/CQf/ehHedrTnsZmsmPHDuI4ZnZ2lr0D4f0X5IL8e5PzBkG//uu/zpvf/GZe8YpXUK/X+b3f+z3279/Pj/3Yj7F9+/ZvRBu/5cRaS6vZRGvN5OQklUqFmZkZer0eS8vLLC8vszA/T6fTYXx8nObaGtVaDd/zkFKSpimzs7NZkdX6BquhC0my1Go1Lr/8MLt27+L4sWOcOnWKZrNJuVzm5ptvZt++fUxPT+N5HtZazqyu8Qv//PecXFzDWIkkJBYJiYgJRrvssiP4uoTA0vFjTts1wpUuj5kcYU/kEXe6zPU8POnCWbo64SPdM8Q2pSF92glUvYhAGFbSiLsXT3D34knee+enefTkXr738GOplSqAj5JlpCghZRkp+jTZwAZFQUi1Ttsuvhn62Q+JG1C6jeEvP/856hVFz5FnoUKw2ine7kTwQnjC4TFkFu+/fqt77IHd/PPNJ5lPumiybCVjMNaSaMtI2ec7rhx+P87FWSCEQCkHRtptB4Jy6YfGuL4sJxqpJJ6U9DLPlMxqoEhjiFID9aDwAA3mFOdjge0TF4BFCo/RsRLz8x20GcyPySzFVkNmSZSyn+fUH99hhdrV4rEkqcX3FYGvHOCx/e/NuoZJAUEg6fZSyiWnOAlACUHo+6Q6QKeGJNXMd5ynSXkaK3M7qQI8pLCkRrDW6xGlxwn9HSR2Fq8XkMY+J7uA8bl8BMr+Yax0YXLd9D5SPde3ln6DANB6sVi0BaM1qTFILfGkC69MUk2kYnzVxVdtQq9NoneibRWQ9JIRktUykphqZZkwaOHJnsshkl7h/4iSOotJCYGjNm/U5iiHK/St/84CnBMzaB0ghaFaPk3gt7PwNzMQHdc3DIDLOQw8Rdn3KQcubFEKhcvty/L9LCBcLfrFpWW213t8+dgkB0Z7VP2IWDrvYCAgTHxOrYQcmqgDUKkG7N4zwvGjq0gpmJ6pDXmE3LueeRQhyxEyUAAhChu4UMaFiHkDQGjAI+S6F5OYWSwpgbcXkQYk+jSIwVCtfL3ZGgxI6yFMxgg3OGbnqeyT+51sf+xdWBsIa8FmrHIDwGdDszIvQu5w+XpqrXZ7yUMfNFi7KQtt63bi/k23whHrnkUhm3z+hCc+nt/4rTcUf1cqDql86pP/xu//7h9w373302y20Dql14vodLuUy+Xhiw548m695TZ++41v5o6v3snqymoRTn3ixAn2XrSjf5oL2dgwfkNY2EJOCHT48ssc6Q8wPT0DwML8wjoQtLWIocFxv196+BKXQ2yzpgjLC170fF790z/H63/tl/A9yT+852/51Tf8ZtaugRDz7Eev58omlDbx4hw6dIhut8vrX/96rr322sJIOyj5WHY6nXPqxwW5IN8sOW8QdP/99/Od3/mdAARBQLvdRgjBq171Kp72tKfxK7/yKw97I7/VpN1us5YBm7xwal4EtVQuMzU1RbfbZXV1ldWVFR544AGCIGB0bIyZjCa70+lw0UUXFV6gDSIypRZo1Btcfvnl7Nq9m2NHj9Fut1laWmJlZYWxsTGmp6cYH5/gf334g5xYbCLQWKPYNtpkvlVHCY2RllNiGa+UM8gIiH06UYVWq8cOb4aedl4EJQTWaE6kHZompi48hCdZ7mhiIwikoKoskXabdIzhM2eOcGK5w09d90zGqyMZ+CkhZUhOhpDnZfTttwPKw+DGI4YNmdbkIVWuGKbRuqgs/1P/8IfMd0d47C7Fh5dTjHbeIOkJVxxUgzVwcFeZeslHiH7YgLWWbqIph3VKRvGosTo3xQldbdDWFCCqUfZ55TMvZawWnrdykStSYejRbkdobQrvSRb/4oCG6VMBh6FEGweElJIoT4BQ+CSUSmrouoO/W9MHVHkYmBRO0dSnW0RRSrnsZ7kjDu24EDFTAJN8cNLEkKQu7EaKPkuhewaWUkkVhXuNtln4XZ6cbQeeqfN+ep5jijPGUezmQElJRckPXbFVY8DvIL2MQVBk1nmlsTbBakez7quYODmJFzbwg4N8+sRR7lvukmhDoCTP3g/vu/MeHrO7y1hlgtDbhTEtjG0BfZau84x4+5olB4lGZ94h44CupyVaGWKZ4Kk2njyBYhep2YEVIdoGaBvQ7IVYs4DWYXFFKVKkdPT2xiiM9bFImr1JwqCFwBVbdEd7ICTGSKKkju9HlMI1lNDZsx8UgRRk4YoelcCn5Pv4ysvmlASbGzREoXTnlenf8vFb2T5mGBtp8sDKCJ4oMV1LwMJ8xycFLp1ZZKo2WoDrej1k5+4RTh5fRQjB1HQVJRXloJwPngPfxhAlEd2457xORvbncr5o5KQGW76njgAkNfNYUkJvP1LUScxpjF3FGkfbPPTwNhFpfLTo0z+7rmxd1HSrzwep/nMwiQVhJNbIjMo7/46NgGvw3Pxe+fdnmeBbDVG55J/lW1Gs5bZQvLPzKuegimzRHLvuF2stlUqZfftzD4Q78djR4/zQC36EF//wC/n51/4so6OjfP5zX+DVP/1zJEm8DgT1pdPu8APf/yKe8tTr+YO3/R7jk+OcPHGKFzzvRSTJOtDXX0K3kGFvnOervNFFAV1j1r9TrgtSyg3AOkmT4YPoAz6bAzngGc96OkEQ8MH/+2FKYYMkSXnOc7/LGbCygtgDl2B83NXFWllZZWJyIps+7r+pqSne+c538vSnP50bbriBD37wg9Tr9aF2LS25UNFt27adbTAuyAX5pst5g6CxsTGazSYAO3fu5Pbbb+fKK69kZWXlAuo/R7n77rsxxjAzM0O316VcKg+BGaUU1WqNarXK1NQ0vW6XtbVVol6POI45c+YMo2Nj1Gq1LTdHoFjQCjDUaHDppZdy8803c/HFF3HmzBxLS0ssLCywYjT3zi4gpcbojI0pN9Kuq7o9KMZkjHWWgjAg9050bOaNELK/N2SeAk84xjWHayTGak522/zz7V/gZdc9DyFKSJErTgNen/zfTOPuK979jTdXGnNqcZMpQf0ck/5GkmgXlx97cNkexZ3HNTot7KsIASNjgl/4vqucFwhXn+aTd5ziY3ecZrmbEngeeyoVrhhv8NirDvGZo0e549QSEsHVe8b4jqt2MtUoUYR5nLe4UL1BD0ve34JwALhkqo6vBN3EVavvpIaSEtQCn1aU0ij5HNpWzyzjg8+wr0jl02kwSb5U8iiVfZYWu+zY6RfMbUpmNYLItNjsnCiySGkz2muX39XupFTKEs9XhGFfqSuei8lyhdzNnXXU9p+BQOB70O05T1HRTsDzPMphSE8nnJGnCatVes0xZ/EXlpwzyWa/76h10KT00ge45WTAnYu9wgous7m+0rN8/H6PZ118Gk80CL1ddJP7sDZxXpP/ly6hAXFzOQNDQpBohacEntZIGaPkGlIcIfRG0fpiEjvumONMSBB0SE2A73UpB6v4XhdrJdoEpDqgHU1kerIAIbHWKaxJWsekijT1SXSFWmkRict9ycWNncD3JCXfoxL6hJ6Pp1TmxVXOK5FxPg++g/mbK4BWErMUC56yq8Wn/ZSl1TqnWgEIS6nU5eKJJg0Z4GWhpvlEGBkpYYzl1InVLJypipKSUlDCYDAZc6E2hjMr8/SSnvPs5QBo0BK+mQw4J3OQo80yPZvgq+2U1MUk+jSxPe6sJtYZBuxmF8xqAyWqXQD9fByKQ84CiAaPKdqULa5CCDfMuOLY1tCvJzR88vpP+lKsAYMfbAZsNp5/xeEplBRDIYy5+lysWesYPZUSXHHZ16gs5wavwuI18F2xVLpfbv3KbRhj+KVffS1Suv32vf/0fndotmcFQYAebjz33Xs/y0vL/H+/9Bp27nRen1u/fOvG+2wqW7iE8jzM/KPBZy2Gf+YjNzExzvzcwtC8/+rtdxQH2wHv7TCqEXiex/Oe/738zV//HWFQ4ru+53sphT5ad9zzWPco9+3fS71e55577i28UnKgjXv37uWTn/wkT33qU7nhhhu48cYbh4DQ7bffzq5du5icnDzb4FyQC/JNl/MGQddffz0f+chHuPLKK3ne857HT//0T/Oxj32Mj3zkI5smyF2QjTIxMcHS0hKdTod77r6HcrnM2NgY9UaDMAgQA3VWPM+jVq9TqzvldWV5mV6vx549ezZhexuWgf3VLba6z961b/9Bdu3ew3IGgu6/7160tghpnOUXUNa4XA8rs595q/qAJwhi6vUyK0nClPVpZl4tay2lbKOxWHrahTUp6RRInSu4OEUZYVDScNvcMq04YbQ8somi2d+4h8IArLMsFoCgyGtxBAhD1tJM8rEzRiKF4eYVzZNnPK6ckvzrUc1azxIouGRaMjZdYvtEHSkM2hj+4INf4SunWoClpKCTxNzS6nK61+NnH7ObH993AGsPDGC181eW11v87GAo2tBm15e9ExX2T1b5/JEl5ykxIOKEuWZEKVDccPk0ZV8Wc4BsJIvxwfY9OrjwtpwxbWamxtEjKwBMbiuhfJ0pwYY8TEwISBLXTs/vk0IICY26R69nyMtfDStw/d+HhmuABc9mSqVSliS2+EFWFwV3P99TfGVpjq6JqNRjTOqT9KpF2AlYpJcwGqSMVxOwgm6yxr2LFawVeFIMgSApLJ1Ecu+85IrtR6kEl+GrSRJ9hrw+0dks998oKW6XhQ3GxpBoBxrd+5Xgq4TQMzQqx2j2QmJdReMxUj2NFDrL3zGFXuupiMCXeF6ENc7jo3WVJAkpA83uBEKCJ2Mq5TV81WXwuXtSUvIVJd+n5DuyA5fvo1hsJSw0e1QCj93jtSKHT2tLt5uSxCla99eWaavBTnOme4obdsYsTJ1hOZZ40jITCpY7Hmfao31wYShq6YyNlbDGcPpUEyEgEpLPfHWRY2faBL7l4G7FnpkGWMuZ1Xl6SeTeEdFnBVyvgG6l4DpKeAtylThto8QEobePVC/iGPhyC71muJ6NC4UD56kUCJezNvhCDyi5Dyk2O34QkOanKgM6t2TlnTqrxt6/hhTOMzE0Hut8fuubaGF8tMwjr5rhi7ecLk503p8c/Gy8/yOvmmFsdHMvzFmg2nBbiisPbHiDFwH27dtLkiS88+3v4hnPejpf+PwX+fP/85eDHWTX7l20223+9VOf5vLLD1OulNm5cwdBEPDOt7+LF//wC7nrzrt58++8deD6G1u49UivOzZb/0QO6jfpr83WpCc88fH8fz//S/zBW9/Gdz7nO/jERz/Jxz/6CWr1OmCzce4/MIFCSpfXakyHH/jBH+Ap1zkd7X0f+DA5s2eeSzZ4YyklT3rydXz+s1/ghu94JlhQ0hval3bv3s0nPvEJnvrUp/KsZz2LG2+8kUajAcC//uu/8sxnPnPTEbggF+Tfk5w3CPr93//9Il70ta99Lb7vc9NNN/G93/u9vO51r3vYG/itKFprpqen2bt3L91ul5WVFWZnZzl69Ci1Wo2x8XEa9QZ+EBSbs5QugXR2dpbx8XGq1eo5K2C5hcgYSzd2IUKnFzsEgU9tdIrRiWlOScGHjg+z+syu1girXXqd2oCi6pb3NPXxvZRa2MYYxd3pPFNqN+OBx0qiUVKwW1WpS4+WSemkinKgXTCEtTTT7FoWbKaQeUIQa1hqLTFW2VZssrnRcjOGuNwCaozGWuelyT1AW8XkD4LHWHso5TwGn5yHmhJctkcSSsFCZLm7nfJr11yEkq4RH/7Cfdx2ukVJWQIpsAh8a6koy1yzzT9+/k5e9pRLKKzKg809b4V5oP2iXyQ2t1o6L5n7TgJrUcpiK8bLLLFa5PVS3D5XL/kbwFMeJpiPZZ7RkHuC8rGq1QP27Bvh1Ik1Ws0e0zsCajVLHgoHOXmBpRTKzJMzYKEVEASCKDaEgSy8i8bavh4n1t+77y3SxikJvu9qQyWxRXmO1VAISI3hCycXHLOcEFTG5knjJmlUBitQfkRQ7nDQL6GkBwLmm5ZE5+FQFgaUiHyKnGr5HLZt4vQUgbcTbdoY28Siv7YUjodJhkGkLgBJKQgZr9WolatUwpjAn2eh6Wd9SlEyLTyyrn6NC4fT2kOnPmkakupRp1KJFIiolFbxvAQlE6RMMhDlQiVLgUejFFIOfDzlufpXCFY6hr+/+Ti3Hl/JqOMFu8YqPPuKnUwFiqWlDkmchXbKvtL42HqVT/Q82qbBl80iEypkVAliA/c2E0w8ztpKrz8OOEYzKd0aOT5exlrLjZ85xUe/ukyUOKOLMfC5OyyX7C3xnCfWmWrAmbV5enHPzfHBGmTn/FA1xmgEBuQyxk5T8g+S6lWsTTC2h7EtLDHWuHwhKywqLaFlxDDrl+ivDyKvsbW5saM/B9w/G44Z8CDktN1C2I1AZthZkP0qNu37ho82G5/ss2d/+8XccvsZ0jRXzDd6f3Lxfcmzb7h4Y982PfosMuhOLD4YhiKXX3GY1//qL/KHb30b/+sNb+Rxj3ssv/C6n+enX/Gq7GjBNdc+hhf98Av5by/7CZaXlvkfP/tKfubnXsWb3/rb/MYb3sg73/4urrjqcn7pV17LD7/wR7O2DoPQs8tmvsH1528ESiC46OJD/K83/hpv+d0/5Hd/5618x3fewI//95fzF3/+1wPH5VeQSFlBSpdDKoTkoouu5JprH8vy8jKPufaxzrBklVvLBs/Pbv+CFz6fn33Va3jdL/8CSqoMBA03bdeuXUNA6EMf+hBBEPBP//RP3Hjjjec4Jhfkgnzz5LxBUB4rCk6ZfM1rXvOwNug/gzSbTbZv306pVKJUKjE6Okqr1eK2228nSRJmZ2c5dfIk1WqVsbFxxsbHkNJjeXmZOI6Zmpo6NwCUazsWtDGstROOz7l6F4trXZARxkiEFIwH05QCn06skUKj8dAmZNzrMB92SaISINDaQwmD56Xs2HaaSrXDagS1oEo4vQNvoYnqRGgLqIBH6218uD2LUTEVz5BYS89AagVKOOprk1n5hQmRAqphgyRJWImWkdJjrDSaxUuvt6/1FYACIBiz5XZU1OKREmEcGEyTgCBcpRdV8LyUroGbl7PaHsJSLre4ZHoCISypNtx2bIHUWGq+7N9YCAxQkpZbji6x1ktolIJz144Hd5Ytnmufanu4dw4suNNuPrbMYidm30SNVGvW2q5QXiX0WO7EfOqeeR63fxKVg0tE4T0rrlf805c8nLJS9dhzoM7CXJvjR9vs2K2o1U0GWiRp6ggMlFrX1gzUeF4OoJ1F2PPksOE2M4CLTAkcnONSSIxwm7WXpZSkqUUFzh91z/EWS1GE9LOeCYEf9vDDXna+QUio+tlcE6BtH/r0Y2qGvavaCCwpiZ5DyRFCbw+95F6sjQCz6Xh9IyUH/e532/8fS71cZ7w2SqNSoxKWqZVCAt/V8Gn2UqTQWTiXe5eMUcRxmSiqoW2AEDZjm3OgxxMGHdUYq3UJfIM2KVHqPCDOayaoBQG1UgYsUQgUnVjzhx+/nwfn25mHSKG14e7Taxyba/E9F09zeM8YjZESvq/I2Q5Xux3e+7kelzR87k+3URUznOg50gFFmQk5zdHWImXjqNxlPpELI497TzpG8NGvLtPtpUyOhgS+AgHdKOWOB7vMjHs8/krHdHhmdYEo7YHA1YuSuYf63B+qJcXYmEgfJfT24XvbsKQIHMNKoudJxSIQO4u6CNFeL7tHVuhU5F7FTe5r16nYxZqXF3vNPAh5zuTgGqKy44109N3rDEts0deiLtaWsrWv48C+MV7xsmv5w7ffTJrqLQGQ50n++0sfw4F9Y0OfnzcAylsknGHtd3//Tf2rrPPSvPzHX8rLf/ylA156eN5//Z7+NSz8xm+9gd/4rTcM4anv/t7n8t3f+9x++6zl5PwRKt4I7WSVJ1z3eE7OH9nYhwEPi/ve/bF7z25OLRwZWvpHRkZYXl2gG3ew1hBHMUIIyuVyEar84pe8kBe/5IV9QwaCn3zVKwov2O/+/u+AFUhZLQCQGxv3fs7OzvKSH33ZQCtN0cf1jX/qtz2F6Zlp3vuP7+P7nvd9CKt4y1vewrFjx4bGdOfOndxzzz3F33/0R3/Etddey+Met7E20QW5IP/e5LxBkFKK06dPMzU1NfT54uIiU1NTRcL5BTm75PGzuQ0oimN8z+NQRnbQarVYXlpifmGeesPVATp9+hTbtm0riqmeq1hriWLDsTNtREb1unPcd8q7FUSJJkokTzp4kA/deQcWhRAaaxUnlsfYWV+m14jpJB5YQag0I+UOym8yWZ7m2l2XcOnkIepBDTOZECwtcXKhyUJPo1WNp496HO+e4VQ3pp2mxMZmIXYCkyWv+6ZMlCiu3Fbji7Nf5AsnP00vdblnjXCCJ+97Bk/Y/YSNfcNtfNo4LWhQMVwvRUFIKTl28rPACJ7StNo1atUWcRJihEsmVtLgeXH/BRFwfLFJkq5TJMhxi8CTlig1tHoRjZJ/XopU3petNIDcMzEcyjas8Nwz10TgvCNYSdlTVMo+QkA19JhrRiy1IrbV+wny6xuQJ6kjHDjSVheKt0XjeZqZHR6jYwHSd4n1WkO3l1Ip+w7YbOiYLcCd5wmMESSJJklMBoyGOrQBABXJ60KAdV5DpVz+CUCSpvz9Z9fQEwppUzYTg1vsGspzIBjBtlqCEhZtHPSxA5b5vBTUaNmF/RkbE6UPUg4uxfe2E6cncPVhcgV009s+rLI+Cd7i2AeVVDTKdbaNjFMNq1TCCtVShWoYEviSaqgJ/ZiVriTVzpCRJCFxXEObgCDsUgkWCbwETxpCTxJ4Ek/6nF6A7SMSz4co8VlsGaI0e2cz8gMlXD2vHEB+/sEFHphvoY1lbi0pSCwC5d7TuzoRT985sqFvv/p3H6fseTx73GNPHPOuM2vsqo7jSY/VuM2ymee/VEvU91/K3JkW26ZrBblGn40QPnP7Ar3YMDkSksQaKQSeJykHHl1f8+V7ejzp6kkaFReGN7+2kOUI6Sw4N3+YmwCBLd5PaxM0q/SSuwbAhY+So3jeNgJ2YGwXmzQxXhOhIrBdF46ELpT1Qfr7wkAxaCgYatMG98dGKWxHtgBC7j5nO+Fsci4TXfCYq3fxiz83zns/eCtfvvUkWvcHTinBI6+a4dk3XLwBAJ3vnTacM2DgcUMz8MDWhXxtijcHsF2xFg5+nyFSB0rc7iDxMTYZHtNBr0rxu+h/N2A9EUJk4c55Dpllfm6eD934EfYf2O+Y3siX0Rw4F7NkfQMRQhVty2VhYZ5/+of3MDd3hh/4wRdm0SEJNtMHhqbRgCfxN3/n17nrzrvxlY9OTUHecDbxfZ+3vvWtD3ncBbkg/x7kvEHQViFGURQVL+sFObtUq9WCFS5X2JcWF6llbHFSSsbHxxkdHUVrjac8zsydwWhzXl4gt6ALtLWcWYlIjGHPRMCxZfBDg1Ru8S2VBNYqfuhxj6ZahvfdchuxVSA01gpONUchtZS8Far1Hh1/hais8Nf28/JnPAdfCXIaWuF5lLdt49C2bRzKm2IvLfKATqwt8c4vfYK5XhtjLRIPZSrEacCoD5gVPnXkNsAis7pAq7053nf3u1nrNXnmwSzOONvP9NmQQyaD4VVuo4H24oPgXU2ttEYnadBsj+B7Eb4fIZD0Yh9rAn7i6h0Z0DLcMfcADd/R9WrjwNBgblJsIFAwUpEgzt+inD+3rfqglCyKiq4HCay712D+1vCFcEDD/RgGVWJYORpUui0pUhqwKQhNuWpQmQsqjgzVskcQCLB2YM8fKP440AQpHRiKY43JwLCgz273UCIzz5MQ7jncu7jCYseQlmp4flzkCg0qIgKopiG+VC5kS0DFh5l6wsnVAG1ceFfeXm0FnjRcvK2XzRmNsV2i5Bil4BDatNFmAYtBZh61byQQGnoWA94fX/lMjUwwUmlQCatUSxVqYZVyUML3vCz3R1PxBc1uwFonJIrLIBTVUpdqeZFSoAmUJfR8fC+rSSQV1gpOYwj8AKVSoqQPaAQQeIrAc8xxFoE1EEcpn7lnntVOgrEuD1AAQgpiYxHGcMfsGu0oobYuPHO5aWiNzvOnR0d44c4Gb7x0ApWRqqS2wi2nBf+8sMoLLqqytNTDIpieqfYLCFv33I/Nd1FSEARu/ej1UsplD6UklZJHJ0pJ05BqSRb9mV9boNfL+ufl+XB5yzZ/sEN7obBgYwwDTFtIjGmTijmUGsWX2/HZhgnHscYnNfMYYqyNyesQDV0zt5AVrZAgVPGOuFyjgUKt65o7ZKyxuDpIwiLkZgYiCm/60P039vpsXw5cUHFg3xg//d8ey9Jym9vvmKPbSyiXfa64bNuWOUDru/K1ihj+p9/ifF3cKp22OEhs3sWBMXJ1xEDIAGHSvrFnPfha3yEhhgCZFAqjTQFwLPCiF7yEVqvNr7/x14Zvb22xnvVzfoe9chaNtTEiLxwMHL5oPxMTE/zOm9/KyOgIRjcxNsGF0WZ71VClYLdPXnHl5TziEY9A4pEYje89tMr40pe+9CGPuSAX5N+LnDMIestb3gI4JeUd73jHEDe81ppPfepTXHrppQ9/C78FZXR0dCgvJYlj1tbW2L17d5GMbq1FSVcQMooizszOMjMzQ6lUOncvkHU1X6JYs9zsMVaRVCvOC5CmLdIkyhZUgRBOObz1c7cRm4TpeoeSFMgItFZ0wxQ9uoJUllpUY+32Bq99ydMJPDmkoA3cHMgqtpNiLCjhs290gtc/5Xu48c5b+PyJMzQTgyckV+6a4PDEXv7v8b8Ha/Fk6ELAAGE8tI34t2Mf4bo9T6Lsl12oe75prNusCmaz/gdOaZbOS/KVk3cgEg0e/NhVXd56c0onrRMnPqn2UVJTCSOev6vMox/1CLCaTx39LHcu38NUeMCRIWioem7LEhZSa4k1XD4dUAlNFg7jMVBjfcOzcW2jv4cVFsZBMNPvnOdLktRQ2QQAAVy2fYQvH1929XwyNrkkNfiepBWl7B2vMjVSdp6iLCTM1QRy5yspC+VgMN/AorFotEkRIgVSt0UKSRK7jd/z5IZ5uVUhW4sLW5JKEMeGIMgUzvXPbfhqmU7TN1NaAanWfPbEHMKW6TUbhJUW0k+cEjJwKZ34bBc1hHBJyHnuw+P2tfnYPZKVnpflUWVjLeHwVIeJqsuSkgaM1aR6iSQ5Tcnf56iWbZOCXWm9pfnrFTv8yzAAgka5zkR9lHq5TiWsUCtVqQQVwizvyViB0ZYoUay0SyythfQSyXi9xWilRTV0So2nfDzl3hGQ5IyMbl5EzmNrIU61m1tA6CsqoY+SCqNhdbXHynKPdivm5FIbbS1hNieMcTTpSgqiVLPWTYj1xhAp0xPEpky71Obj3TGWjy1zsBygreWuqIuQPl0ffv/T9/HTTzrE8lIXAUxvrwGGtc4c3TjGl3HGDtmvU9XrpZRKPqmxeEoyUa/je7Er+GvBWMNsOodOwEgHSPK1+KyPyFqKxHIgBzNOQdWZR8LREAtrwFQhqBN6e/DMGIk5TapXMETu3HwtRfTZZ1xrECLAU+NIUcHYCG2WMFhETgUv8rVvsH0Dl1Wm8CLmItYZPh4+yXKBrGVstMyTnrDnG3GT85JBR8xDGy0GXTnrr+HWNWMiUAHG9rD0QcyG0LKzOeoEKKFIrUEqx5IKlhs/+v6zNm04ym/dTaxBmy5CeJlHyHJmuTlksBNCIUjdHBtyUG0EwZ7yMRkxj+dtUZLjglyQ/6ByziDozW9+M+AW/be97W1DlM5BELBv3z7e9ra3Pfwt/BaU9dTWrVYLay2NRqNv1c+tfdYyPz+PEILJbdvOCQDZAQXbAql29XEatQomo3ftJGskuuWKvgm32f/M334ZOw9ss5y4v8bLHtNC2jKnVwLm25DO1aiEMUjNp3sBu6bKmyu51joLNAkIQxF3jMXi4Xk+z7nyGr7jsKETx5T9GuVwlL+/60anpFoPrTXWSqRyOUvS+KSmxxdOfY7r9zxlyGVfRIjk1KzFDpcxfknHWOdCvAzvvOmjPH9K4QMiLfGTj26B6PLVY11WE8U120Mq4Rh7Lnk6SlrOdOb53LE7aHU1zV6Ta8dH+OyiYSUGL/ceCNhRkTzvuhkQGmyS5RXllsF1z60w3uUFXPONTPZtrevG1vcUSbpVRXu4Zt84n7j7DKdWuoyUfVdgtJuwKhyD1zMOzzigs74pheVYFLlHFC0yOMUuyT7LWeEEOnXEBmHoIbcAPIPzeP0NfV+BNcSJxfccm5zcItxCCBeKq00/3NYYS6eX8ODKKmW/xGoc0J6bpjy+hAp6zhtnBWkcopcmmbpkBSG9/vjjPHfPuKTJseWAI0sBImPuesbOgOqoxfExCJe8bwzWpsT6NFJWCL09dIv8oMxC+xBKz6CspzvfHC5nQLQo+GnxpEejUmeyPka1VKVaqlIv1Sj5ZXwVgFDEGuJEstpSLLfd3PcUjASGXeOaUuCjlHtuzgiS0VcP5kQNGDeMNXSTFCmgHPrUSyGVIEQIRZIKVld6CAG7do/g3+EB0UYDePZvagzeOmbLU4ttymHKwpkGavc8d5gjiLBEYhWRjVmsL6G7dUZtyFJs+LObj/HqJ1/E8lybTnKa5d69pGkHi6VRKRGnIyyvGUq+T6Xio7Vx70JP89jLJpgZqxElUQGSjIGxasLS2jImFWgvI/yQOXHGUCc2ANSttV0LViNTgTAxcdDGpmcQIsSTMwTqAEqsEacn0LYFJAXI7d/OASBf7qDkH8SKBEFAN70VYdI+EBuaW8LVMjbZ+iOzdcOIbE0+C2DfItrj/GS9Ys45vxfrr8LXdurmMuA02QwI5XlFfZfRJhcQFmEFea6TC2ncRNY7zUT/C4tAWDI9SmKtRkpBojcP593QCpvDlbwzedvyW+TMbxJjIgQewiVMAgIpKwgTokUXS9Q/dcgb5LxUnvRIIoPve5t6ES/IBfmPLOcMgh588EEAnvrUp/IP//APjI2NfcMa9a0uQ2GD1rK8vEyj0XChcOtW5V6vx9zcHNu3byc833DDzLvgrH0ujMtmSmSsu3STJsZoEIIHjs0RRhGne5KakOiS5e2fq/Hkizs8eucal3uWXir40omQT91XwR/LQzjywof9mwrp4tytNViRZseJwlJJ5oCXSlEvlwGLMV1a0SoASnlZfR+3yUiV0WhjacUtrDXOs5QVDS3URyEytrE+sBPkxzlA8t4vf5zjC4Z7R9ocroIfjaJTH+N1uWKnjzQeNVtnRe0iUG7s3vWpL9L2I6LEx/iznIg9njFT5XjbMhdBqGBXVfL4R2xjZiIAUnJA48Qb3qvIMZrzkuVx2RYBeU0V0ScNcMc7ylprtt6EaiWfH3/yRfyfzzzAscU2iXYkBFVf8l2P3Mmj947ilOq+B83aQU+aezYOiFiMzZ+dG29LghD947s9TaXibZizeXvXiy3CRYa9W0IbepGmFKoiZLE4vn/FfricdeDr2Jkuf/zeOdamIyK/Szmq0o3LJLPb8YMIoTSp9jBRyOVjEQ4Hb2yXkrB/Imb/RIzEGXcmKgKd1ImCpUIxEkKCNBgbESVHqYSHCb2dRMkxHOA/jxBI258QOb07wrp8FDGgq60Lf6uEZcZro4xURqiEFSphmWroAJAQPp1Y0uopmh1JlEg8BRMNTTlMmVv2CQJD6DvyCpW5AYapdQeaOKTFOYa30HMAyFchUviAIgwVe/aOFiB6pBIglzukxqIKz6ItjM7VwCvC0HL5x089yFSjzkx1kmZnEmMt9RJ45SanektEa5PINctqbRIpDCvdhHtXOlw61eOB2VsxaHqpK9S5Yyph33SX+09Z0rJE+pJUW5Y7KbVQ8YxHTiKlIPQD6qWaM0EYg7EjWGtYXmui0wTt6YxERG4AGf1xeWiRJkBan8hbdh4DI4Ee2rRRooqntlPyL6aX3o8xa85rRJ67kwOg7YT+PjRzaL2Mrw6iZAVjVzfeULu10tGHGzfHTOb9tGCl2KD8P/yiAVfnbUuQcA6SvwfrR/rhaX6+lg2Px+ASlb2WQzcUNiOyGDz+3G6XnVBc2XlZtMk2acdy+vX0p6hNJSzadNxcsxbprdcdHMB3Na0GQF9+pWxcPOU5II0r7Gq3yLm8IBfkP6qcd07Qxz/+8aG/tdbcdttt7N279wIwOkcZCoVLEtbW1oq6P4PKozGGubk5PM9jYmLinK8/pEQKgackQeDT7kSUQ2cN6lfutrRaEX/8uVUmBOhEMCZD2LbKanuUD9xe4yN3VakEhk7kEqv9muYvf+LxrFf2ncXUYIVTnF2YRoolJk9u7xuZ8p1FAAZte4yVMrIIa5CeAm0yIOQW9ZMPjvO2T5zmN1f/BCFgajLgR7/9Wp792KsKZV5mpAB90DV4L7jlni+S6jJfXlnj8DjUlY+xddK4ii8ctfMp3WF05hKUtNx6/xLHV9cYn7RIJFJZ1krH+WSnyjbVYLKuUOUe1z3yEg5vn8DVB0mzG+djPAAKhizIGQgqlIRMeUHjaG2HrfNpqvu1d7bQYraPlvm5Gw5z7+waZ9a6SAveasyhqcYm59gi7G3oU2tB5KFv7llKkWbagCwO97z+eUKQ1boYUCAGLNrGZhu8kBtAgpSCStkjipzXMCdXyJ9pHrJjbcYSZw2dbszb3zvPybmU0ZEy4cgKRocEPcUakjhyOQe+sWyvply0Z7nIBToXSbwWQdwgsS2MiLM+Zp46azB06SVHKPuH0KpFahac8io2tzAPDO6Qp68gOcis+WYAlDhwZIvn3SjVmRqZoFqqUQ6rVIMKJb8GlFhp+6y2FVHigEi1pJloJJQDg5TQiwW9VFEpW7Tx8TPVMn8WmwPPrJ24PKHJeglrJUr4YH3AL9YRpfodvmxHg/sXmsSpIdV5cVsXDlfyJbvGytRL2TqUjVev16anJ1hLEgLp6h4ttA2iXWO3dxl3zJ5m727NXNchKYngyGKbUfEAoOnEfuHlNCie/MgOkw3N7cc8uj2FlHDtZeM8/qJRRC+h2Yyo1ULCIKBOzYWF5uuSgOW1NbR2YZ9SGSybhQENW803EwF4poSWPazM835cnSZrNRqNSTv4ci8l7wC95F6ETF0YsQAlGvhqO0o1SOwJtJnHGY3WUKJByhwWCVkuktUZYBMWlO0vfa42ATZRCCOwyg69Ctau/+XrE9dHjcDHDkQCnPd1zuHzLZ1zmzm77JAzqPhwMzBEHkqx/sZi2NAhhlDQxqtv2vjMoKOET6I1Skm0TV1kxjnIpkV4sQyH5GqM1YUBccPRNnGgJvciFZ/3++UpHx1rPM8ZqMy5Ne+CXJD/MHLeIOiVr3wlV155JT/6oz+K1prrr7+ez3zmM1QqFd7//vfzlKc85RvQzG8tGVRGm83mhlC4XLrdLgsLC+zcuZMgCM4aCrdZHkmecO4pQSX06EQxuaFJCA+BB6R89f5VDIJ5Kyl7lkVzCpVOM3pghfaZOnFTsRYppLKUJyJmRjS1igc28/Cgss3D5Y7k4Mcl/abkjDfGRghhKCKerMTZvh0Qum73ldx8+ma0iVEmQGZmZG00990+wakHJrEmdbUvDJyajfif/+dTfObBL/E//+uLAWfc6me9DivpN93+ebaVHBibX3GA/Yu9M1wU1CkLj1UbcUd3jdPpdl5QrSBEwvs+e5KeDlzSaBbGIAVUK23atkXPS5lqhOwaG88UJQds+kAoBzt5TZ/8b8+Nl0jJQ2CE8JzyY7PcDGR2nCBJDL1uwujY2ZkBc9rci6brHJqqgYWjR5dZWe4yMVnZZN7k/+R/28wzlQMgjRUxAoPIiCrIQt9k7m3LrlGE0mXAymQ/LX1AtFm4mHtkglJJkaaGXk8ThtKRT+RA2RaziDhJ+fydq5xcSGnUQDXHkPXTxGNzdJujjKUhvgGUIW2scNlkDyV8Fwd/jiZwrboYUcEvvEF9zcrlOqWkZok4PU3o78XEeU0YV0Nns/ygAmBYN5PcWEmE9d0bYCMMxo11btG1jv1tsj7BaHWUSlilFFQJVJ0orrHcDIlSiZKCalkzMZJS9i2eskjh4viNBa0FSeq8ROM1p4QP546cTZFXCHykyNKorY9wwaSbHv/4A5N8+r4FunGKEtCNNL4vCTxFog1PvmQ6y0tzYozBBAFrnYi67+N7rs0lK+lpzbJJuXJ/jTsXJSiL7wk8BUpooniFSCtHGpIxqQmgFEiuu7LNvr2Cx1/yGOplj/FGQJpaTp1c49iRFfbuG6NWDygFYZbjYbKwQ9e2peYKJs1CnzyTD1TR7b7yu5UlHfL33qik+K5vmEnBGgyaWB+nJC+m5B/GmC5SlJy3XIQYmsTmXrRZJs81dDTIFYQIESRYq7Gm7wXIk92LtuTeDWldSJzs96NvtBh86JshiHMVm/2bICghhMLytXkQzrsJ66bxUBTuwAWFdSaA4ROcl1wM3HnD/bdoUN+IkB/Uv+5WXiylfKzN1lIlidKvYYwGkJ8VIK1bL+2Gfg2/7+6zjN1S5CGfw3DSU56rI2RTPM+jH9Z+QS7It46cNwj6u7/7O174whcC8L73vY8jR45w11138ed//ue89rWv5dOf/vTD3shvVTHGsLS0RL1ex/f9Dd/Nzc0RBMHX5WETODat0VrAg80uUVYsVakAhODBlaPcdgYEGit8Dk1F3HrfTmYOrSGjBma8TXU6xWqB0B7bAsVjH+VjbVqAl3zRdxXQUywp2sZu47P5kppnkqROqRKSPB8mN401wgpP3fdEPvbgp9A2zrLULd124ACQBTFU68JiteRjn17jPYffzfOuegHDu9RQ/AH3H72Pw+UKH/e79FIHCD5+0udT4TyesLSikFa7xgsefSWlwNWAWVyJWEkbTE3O4/kxceRnBSFBCIPyNCU7SSOsZhu9AzAWk42FdWNbmGP7pkjnMUtAOGYhbQ3WSrBeNkYKgSVNNUuLEZVKQKk0rHymqSZnjstzeYpnL0BISb1e4syZJsYwQCncL8hYbI7CZFb7hNwDhHDFMd1mnT3rTLNIUoMfyMLjlicND3qYbK7w549aDLPHDf90xRMdAZEFk+VKSVkAqThN6PR63H+qhzYGpRRePEp8yuJPn8GfPEOaCrpGUi8lHK741D2v73QcuN/ZxRD7a5TiCRLTwqio+MZZRJ0SEevTKFWn5B8kSh/E2A7YeIhqPBtwNzKWzNorwHp4YpxScAhDj278VbTt9etmCUE1rDBWHadRGcVXdaxp0GzV0aaM8gT1imFyNKESGnwFUuQenr6ybbWjwjfG1T2KU0HFMkR3u2k+V9H4AKwrOOOMAXkI7ObjuHeyxg9cu5e/+cJRml2n/OdRnE++ZIqnXDI9dPz9Jxc40UmoBOCXF0GmSF1CxyOESrEap1gxCt4aEqhmhAuXzFTRLTfIucHHKfpuMgrAU5aJ0aDwPHke7NhZ56S1HHlwmX0HxqhWHRBq2DqD7gMhJEutJbS2yLSv5Npz9KABWeibew59GfzdZAC/Q5TeiycnkKKMpglYUtNB2zWsTcCmhVclZYFQ7MtIErqZ4QSEzEk61t3JZuBHOGVZmOw9lVAQmAz2YXgp+RokV7x1BpjzgqnfOEU6X376Xq3NDhj4fRCwDHZ9/XFfh2zhr0Eg8JWPSTRSSnLima/3bm51zTyDg5/aGAjWfaaLv9aLQOBJP4s+kCjP7fXnzXZ6QS7Iv3M5bxC0uLjIzMwMAB/4wAd43vOex8UXX8yP/MiP8Hu/93sPewO/FSXfMOOMFS4PhRv8vtPpsLS0xO7dux/SCzR4Tdi4MUsBJV9mieROmZOqzO2Ld3Fk6V4SfRENz7CaCu4NBQfGDQ/e18CrGyanNSOqTOylzC2sIBo7mGx0McTInEnKWhAGgcaQYGzsLKquEVkugLM4SeHYl5xPwXlF7EBljut2X8VMbZxPHf0Sc+05hFDMndzjPBxy2JrlopMMJpX8w6fv4lkXrzBS7hfzzXewPKxKhSXqSYmrJ5e5Zc6x5LW7VZJ2icS4MJK99Q77J6YJvYh2L+H0bJe44XH0yHb27DtFUIrB9sMmOu0qj9x9eeHtykGh+9rg8n4AKzLVSYANsCIhzyPp77qm+N/gobAkiWBpMaVcCqk3QgbriIBAa4OULkzPEQHksQz9VpTLPmnq8oM8zxsK13K/90FIzv6WA6CijgQiy+Poz7MgEMX5/VweB3jyfCNTACGK+YDNa2Jk9871zoF2DFJ3Ows9JGlCO+rRiXuYDFj6qkQaW3S7RhCNkJTnSekRdTwu35cwJjMgbl3eh10HvLYUAUb1MDIhSOv0ZOws7JmSJYXEYLA2Jk5PZ/lBe4nT42i7hqMSz03wDL0LIBE2JFC7KXn7SFlGiRqeGsemZzCAEh7VsMxEfRpfbSOKJoioEQQ+I1XDSCWlEho85dokB4Gozd/9bP7jKL+tgNAzKJn341y1XAH4D3lULtZaHn9wkoPbatx0zzz3nlhhZrLK4y7axqGp2oaxX+2kyPIctdFTSJVkYyXQSZl45SAiDlHS1boqeYoo0ewqBVw2Nc6trTKBatFN3YoiZZYXaCzSM1QDzdzcv7EoPRq1HTTqu/E8n527Gpw8vsaR+5fZf2icSsWjHJTcaAmn7OVFiBebi+gsTMmkAhQDxU3zIVqnHmZgyb332Xs5eDj9d8KFPRqsaWNsj36OVg4YHDlJHiplSUn1Ir6cwlfTWNsmNQZEXLBCFhPVDaYzYgn6HiDjKM2dM2sTL5YYBgYbH3IfQ2z9Jjlq/dWW4Y4HTtONepRCyWX7Jhitb02R/Q2RTRpZvCvF01jvGRL9j8/1NgUIE/0xXP+eCYGSrrCwMQme75HoaOidHUZl535/KyzSyqJPAg8ly+TRERaLMT2sjbFD9OrDnVRSIYVHalJK4QUv0AX51pXzBkHT09PccccdbN++nRtvvJE/+qM/AqDT6Qwxxl2QrWVhYQHf91lbWwP6hVNzMcYwO3uGsFRidHT067tZto5rY7FIgsA98rVojaOrD4KQTFcsq3EZJSMgpLU95tGTCWvLkmipjhdatm/zsNt2sH3HfVT8gy7MTSRuwxaujkpeOd3mm7WxRQK0W95dGxxA0hShTjjWuFyNODi2i4NjuxAopAz5H7ffBCxsnmeRbeidtuJTRz7Go7c/g9FKmbLvDyn3FrjhcU/ncx/6K76jMY0v591YZ2p+NYw4PJYy408R+C5Z/s8/fIRe12JCaIkR7ruzxNjkMpVqF2MlrXYd2ZzgmueOOyBjVUEEUSikRZIICEyWZJoDjdxcK+jjC4tjlzO0Oylry9BolKjV/cyXNuzdcnpOHzz13Q8is8BCqewhJTSbPcKwOhS6IYY8JDrz+jgAVGx8dpAxbHjsk8RRXG+YczkAMuuJF/oATAintOZ01Zs93vw6idZ0MwDUjWP2zHiEnqDTMUhrCQIfrROipZBWN6QcGqZGesVFc4YzjHC5d0WTNtdwnF5gSf1VgmgCZQK0zFiUMu1JIh2oyoBs6O/G2DY67eJyw0DkYXwmUzWthxIjlP2LkSqgm9xFYpYIvb343jSpXsYTAWV/inKwi1SPoWTASF0zXtVUSxrfc/PTzTE7ELnUBz3Ouu/UIG0EvcgV8x2vpZQDQ8EttYWCNaTfF/MpV+T7X54t/2mqUeJZh2c44HnsOzBOvR5ueuyyXaA2fgyBJdFedi+DF7QR43cjo0vYUVWcjhShr3jk7lEet63B6WNrVMv7aLVvx5cJ2npOwbSWmh/hK8NUNSaOVrBY2t05VtaOsnv74/C8Mrv2jHD82AoP3LfIgUMTlEoe5SAsjBK5XR0sS81VAIxIEFoglFvNhmp0DeiveSijNcKFqmGKOixDui55rTgDNgGhMYNPU+R+g0HRWJuizQqBvw/JIlI5AxTYAUU8a0zG+27lQB6QtGAluVMyn8PCigKdZc6/gT6tb4kdABEb58HR08vc+Nn7uPW+uSyXxF1YSrjq0DQ3PO4i9m4f3TAf8mWwGNKvAYisX6e2PjjvutgEbOTvbN/otSG8bov7D4a+FucNTJGCEAHHPKnjJH/Dhht/LgBoXX+tsAgrMbiwV4RASA9rExdya6L+CRvWXWeq81SASU1WaFjh9rT1YXZfmxw5coT9+/fz5S9/mauvvvrrvt7XIn/6p3/K3/zN3/DhD3/4vM99/vOfzzXXXMOrX/3qb0DLLsj/a9mqZNiW8pKXvITv//7v54orrkAIwdOf/nQAPve5z12oE3SOcuLECW6//Xbuu+8+6vX6kKfHWkur1WJlZZmZ6Wn8AWX+axFrHQBaacb4UuBnT/yBpQdY7fSYWzFUK2sEEsZ9n1B16UQ+d5kK7Z2SZLfH8oyH3NXkMVeeYKzhs39sJvN5JFgSB37ooW2vD4Cs3WLBdG54a7OQqywnBuIBr0O+FWiM6TE54hd92eRyICxhNeGjd93OL/7jB/m5v3sf7/7cl2n1ekUuyp1zD/Jrn3gnn2mtEiWCG2o7APie3Qk/uC/hp/ZWudQ2uOrQk6iWNItrCbfc12R6e4NgOcBElpiQMwszPHh0P0eO7mHl1Dg/9vTtSOX6YTPgUGyYRftywovMKlzQTQtyD1Ef3mTHWcvaWsLouKDWEPRJCuxA11NSHaO8tHgOjtAgBvpeHKUko2MVzpxu0WrFQ9Xb3WbdtzA7Zr00A7X99pC1dVA8JdE6rzOUfzesIBfJ/2RFTqVASEd9rmQ/p2idalXc0tWnSelEPbpJTJwkCBFyzSWXc2CqzmorITECLVLaUZt2193r0v2RC9UrqnWCYxU0ziP00IZuDJZU9rAywk8bQ31zOVAeStQI1UEQljg9haemEJTcczV5PpTrkLAhodxLNXgERnZox18hNrMgIlIzhyfHqAaPol56HOXwEkqhZrQ+y67JBXZPJIzVLaXA4nsWpSxK2n73hNgUYBgj6MWKtY7H9rGEelnjqbMDoK1lADGfh1hAbnGatZZbl25HCkOqnSHEHSpdzS4votZY4NDOCV7x1It57Xce5uVPPsThi7cRlnz0UoPl9gwIQclLKKmIkhfjKUOiPQJZxfMqBH6VwKvQ7S1xZuH2LIRUsHvPKLV6yP33LhL1UpTyKIchjXKDRrlOLawyWh2lWqq68bQGLdKiaPHZdUKBtB4G5x3NvaKu36LIBxkcqaFaUIOeHAbuZwFjMaaNTWKUnEAIn0HSkvz+mDxMbgAA2ezZS+sQgBHu/1RhtfMYWmmHXvfNuzk8H/KIOmvhy/ec5rf/8tPccs/pjPGsQFsYY7nlntni+02vKtZ9cB7yyle8mh3b9vLW3/vDoXM/+IEPsWNy76bdKLD9pveyRb/yv7vdLocvuoqDBw8S9aJN3qU+qFofnieFRAkPnRqUJ0lN4talQSNXDkTZ+P/mMtj4nFnQGSe1aZKmq6R6DWN6xVXWG0/y2+bte8Qjrubtb/8TNmdG7Mu+ffv43d/93bMeMyi7d+/m9OnTXHHFFed8zsMpvV6PX/zFX+T1r3/90OdLS0u88pWvZO/evQRBwI4dO/iRH/kRjh07NnTc6173Ot7whjewurr6/7LZF+QbJOftCfrlX/5lrrjiCo4fP87znvc8wtCFFSmleM1rXvOwN/BbUS47fJg4irj//vsZGxsbCoXTWjM7O0u1WmVkZOQhAdBDJcknqWF+NWZuNWZmooKXJei+94t3UB/TRFpxgjNcNhFy11KZqqpQlgbP7+EhODgWIUdPIX1IjODKqX3M1MYK8GGysB87UCk9t0CvD7fpK54GTYRFI7PE2SHNdwCbWwwvfsYBPvy5U5gsoXfQKmeNRAWaHXsW0d2DlH2fbpzy/lvv4KunT/GovSVuP32E29buRUiN9gR63vLY6hgzo3CRP0YnSrmrGfOoxz6Wdq9E6HW545Sm00sZHy2za1+duZNtVhd6iApgwHQNz3zCGNdeWQerGayHZJH9/hRhJaLfRfqAxyAypXx4rISAat2j2fXpxAGVMKFSdhZyjARhMDrG9/NiiS70pLDLCh+sIzMQQjAzXSOOUu67d4FyOWBsrMzIaIjv5wDLjbUgdkCqqEOxfn4N/517gQbTiQVO4cPmuSB9G3KRh7Rh+831PedacFZRQZImDgDFEbHW+H6D0XAv86d6PPWiOtWyxx0nVphbdl6fcgiXHYi4ZF/i7mkkVth+KJE12VOSLgjzbK6MbFRjv0kYTaB0Ce11s74oFDUCdTEoRTe5E2MSQm8PobeLbtLB0sUa644VDUJ1EOXV6aX3keg5HOW4yVjrOsT6BFKUiZOjWJFQE2U8OYqSPp7SeFJtCXa2Ygw0FpodSeBbRmupC4XLjQz27OvHoGxmCe/fe+shzJ+pkJsfM99ustZbIdX9vK/intn5jXqLb3vkgaKfYPF9yZ69o2Atpdal2JFLOLp4jFavx3g5oh6uUivViCNNFGvCwOUhKhXQ6swSJ20Cv4qUUK0GzJ5u8cD9Sxw4NE4YZh6hQYNDQzhbDSJj3NJYneWaya3YGl1bLcM0xIP/bni7xCZjnHtCTL8wNVZjbJeUJTw13gcyA8/D5pV/1RaulPw+ymRjrbFFDtOGN/Msvw9f++jpFf70vV8i1Wbgm9zYkrNdGlJt+NP3fomf+cHrNnqEzv5abi1Zk0qlkD986x/xoh/+QUZHR87pVDcGA26VoWEbfigfeP8HufiSixFIPviBD/Pc73421g6+m3boOQ+Kp7xiPkgliZP4IcD0Fo0d/CNbV+M4zoyqzhvk9h+bGRsHzhAbLpJdKaftdn/nusnXY4hdL0qpIqXia5W8n1+LvOc976HRaHDdddcVny0tLfG4xz2OIAh429vexuWXX86RI0d43etexzXXXMNnPvMZDhxwa9AVV1zBwYMH+Yu/+Ate8YpXfF39uCDffDlvTxDA933f9/GqV72KXbt2FZ/90A/9EM997nMftoZ9K0sYBHieR7VaGwqFs9bSbDZpNptMT09njCwPLXkNnEGxFlJtWFyLObnQZXwkZKzmk2RF8zo9rzjQWDjpHePg9CyHJ3pcOam5fMLylIsto7tW8ZVHw47xbfuexuN3X1Hkc1gLhtQBIes8G52uz8JKgzjxtlDK3P3cT42hl3mFXNy7Lbwd/f93TJR51hMms41dYrTAaIHVEqEMuw/PEkhJaA5QCnxGKyUMCTcfPcZffP4r3LJwFCk1JnWMeHf7q/xVfByAv5o/zdreaf7Ldz4dpSZQyjIfL9OojjpDalZhfvvuOpccmGT/+DiX7ZhmcqLMnl2l7AH0vSnFxiIyD4/Nbdvu90HPirVbbyzWShaWJ7j7xAx3HJ/g5HyZNHVsbQhDmqakJsLzDYgIQxdNB227OAYpm3l2NBZLECr2H5jgoosmqdUC5uaa3H3XPEtLrcJ7J2Ti8q7ynASbh+r0vTnr/xZAEvfjxS3WhV7avsJqB3SlYq5m4Vomu1b+M1eEVztdPnLnPbzvq1/lc8cepBn3aFS20/D2c+LBVdZW2+zZO8lzn9Lghse3edKjOjzlMV2+8/oWlx2IXZ6UVEjllN/+nM1op40u7ndWEZDKCC0j/LSOtB5SeChRJ5AXI5Qi1veSmhW0XaOXPIgQAYG3HayPsCG+2EXFvwqUpZPcSqJPY4kQQjvvmABISc1xeuk9JPoMrd4SvbSLNjGx7hIlPad8n6MukvfLWOgmknpZ48u8iPFA7tiW8+/8PEVbHpvPky0a/tkHjpFuUfsqh86VsL8OimIOuWK7e/e5MLug4/GMw4/mB5/0VK7eM03gKwLfo1T2SRNNHDvPppIBxmiSpIMxlsWFDqdPNTlwcIxKxefIAytEUYpSikpYolGpUSvXqFecJ6iee4SEW6usdZ6UoXQ5Mdz+/lLmfnchojkhwoCIvt6dG9+tEe7/jCRGSOs8OF6KoUtq5rFoPDmeeYOykHTj7i2UXafr9t01RY2w/KP8xiZzwW4APFs+5KH/b/zsvaTabHJWvk72G5Rqw42fvXfjpcS6v1n307KxSQO/P/H6J7Jtahtv/d0/2HjswN/vf+8HeMp1T2ffzou49lHX8cd/+Cf9m2/1rln467/8G77n+76b7//+7+fdf/k3Odov1sad2/bxZ//7z3nh83+YQ/su5bprr+f/vu8D5LTTDz54hG3bpvi7v/s7vvOG53Jg98U87fpn8pmbPjswNppXv/LnePxjnsihPZdw/eOfxp/+yTuHmvKqn/gZfuTFL+P33vRWHnXFtVz/+KcBgpMnT/JjL/1vXHbwKi6/+BG85EUv5fix42Szglf+xKt5yYtexh/9/h9z9eHHcPlFj+AXfu51pGmKJ32e/Z3P5vjx4/z8z7+GSrlBuTTCVvXE1osQgne84x1893d/N5VKhYsuuoj3vve9xfdHjhxBCMEtt9wCwLve9a4NYf//9E//NLRm/PIv/zJXX30173jHO9i/fz+lUok/+7M/Y2JigiiKhs79ru/6Ll70ohdt2b53v/vdPOc5zxn67LWvfS2nTp3iX/7lX/j2b/929uzZw/XXX8+HPvQhfN/fAHae85zn8O53v/shx+KC/PuXc9Ky3/KWt/Dyl7+cUqnEW97ylrMe+1M/9VMPS8O+lcUYw8rKCvV6rbBmWGvRWnPmzBlq9fqmlNlbyWYKjbGGXmI4s9JlrOExMxZiRco/fu42HjNaZmW1ztiETxAkxLGPRXDGriJKy4zVDHtHtvPI6auplUax7RpH7jtJtx1y4+oDrPWajJfLXDk1zVS1mrVBsNKqcOzMNjpJmcnGKnunZ1FSb+IRyi2njmHLhcp7sGktDqdY//zzrsavfJqPfHaFqBWAgFKjy66L59g+3aK9dAATxZTKkpVeh2bUBgTttmBkNMLo4aKuMovPmQ+b3LJwikfvvZR2T1IONUebSzz9kkcxWi+x2uoxMeKY5KQSBCVJN04pBR6POFSlD2rs0M8iTp6+l8Ttk6LfjAFr3HrDXpoqFjsNjHIW6ZVenV7Uxfe1A2c2wfNThBSOic9qjHHjamTq6vogMDbJ2qCQCqq1kFo9ZGq6ysJCk2NH1ti9rwqECJFTM5MBQLO5hyFX0Kzt1wbCZkZHi9EWo7Nzs7GWWWHbwcKqLkyob3W1uA30xlvv55aFu7AyKazad62c5pETIRNdUFKyc98E870TnJh9ED/ssHuGAmTlhlGLKIqPggPdrt26COFTcsDyveXrZkn8FmE0gWcaoBSe2I9UHnF6L8Y0IcuJ07ZJlBylFBwEa1CM4XkjRPo4SXoaQwRCu3ERsvCM5QWFBY5lUVvDSnuF0PPxlMKTPkp6VEI55Dk+mxjr2OCSRPD/s/ffcbYlZb0//q6qFXbs3KdPn5wmMzPADAx5yFkEFRRQMhcFs6Ci6EW9wBUkKFfACBcxIQiCiPo1oIzEmSFNYubkHDr3TitU1e+PWmvttXd3nzkz4g8vnOe8+vTuvddeq6pWrarn84TP49ftul209wJS3DEXBoiGPUK55/d8HqcPfuEgO7cFVMMeJh1+/l0Y2ER1uvRe/zxCuGK723eOcezIkmN72z3hmC+zuegpSaXq08tY6pRvEEIipc/CfIeTJ1bYum2Eyaka6aThyOFFjh5eYteeccLQoxZUM6ADLWB6ZBqDptVrYaXBUcpLhFZYzxYpef0coRIiyn+JftBfPz5OgFWFx2eAmCAPZSvr5tZRqluxhEgOEng7MTIi1ecwJnZtVq5QqshIMQZuYnFj8suIQfRlKDxLw+N+Plla7fH1/acZcqMM/ZWfz13r6/vPsLTaZaxRXcc1ts7rNZNYUNAxCtcnpRSvf8PP85pX/SQv/x8vZcuW2TXn+fpXv8GPvuI1/OzP/zTPevb3cMuXbuH1v/AGxsfHed7zn1tq+aAcPnyEW2++lT98/+9T9Rr88i//EsePHWfb9m0Dx73tN9/B63/55/m13/hVPvqRj/GaH/1JrrjqSq658lpsVnDnf/7K/+SNv/GrXHrZJfz++/6Ql/zwK/j8zZ9lYmIcawxbZjfze3/4HsbHx7n5y7fw8699PZtmNvGsZz+zeNZu+vf/oNFs8Ocf+RBYQRInvOB5P8J11z+Yj/3th/E8j3e9/d288AdfzD/9298XOsfnbvo8MzOb+OtP/BVHDh/lFS97Fddeew0ve8kreP/738/jH/94Xv7yl/Lyl7/CjYPYqGjwWvm1X/s13vrWt/K2t72Nd7/73bzwhS/kyJEjTExM3PuXN5D9+/fz0Y9+lL/+679GKcUll1zCT/7kT/KJT3yC5z7X3a+zZ8/yqU996ry5PjfddNMASDLG8Bd/8Re88IUvXOOhqlarvPrVr+YNb3gDCwsLRfsf+tCH8qY3vYkoiopoqIvy/6ZcEAh65zvfyQtf+EIqlQrvfOc7NzxOCHERBF2ARFFEq9Vi+/ZBVriVlRVarRb79u37T5FMuJoXlpVOgrGWqZEQJS09k/KZb+zn+kdfjdWSo8e2smPHccIwyfZHp8Wsrta4co/L7+olLUaaI3zNHOTw3acQHqQmxVjLZ48e4xn79nH9lq1oLTm7OM5qXMciWOo02ZLOoYLBCtgCEFlRQwRI4SEI3QI74CnJji/pED/zjEfx3Eee5F8Pf5GTrbN4AhZXK7SXH4zQYyRpj2glZiHtZEpmHhJvsXZjxXH/uSVSLZhbibln4RAL3hGecpXkmY+5nA/93VeZW+ow0giRAlrdmCSxPOH6GXbNVrLxznvW/134f9aELQyZi8kVxMH2+R6MNrp0lwIsAiMg0SnGSKSwxGlMPQRjElKdEvUMQpIxWmmCADyJs95ZnbXR0VlbK/A8yaZNVbROOHWijRIhQpSsxravpuTsbHlfXD0WR5cslUuudlXPyZjhbOFdAkdEoOSgtzK3Qpvc4myd0v75e05x69wdIDQm9hFCOmVeJXz57M3cMPpwrtixh5Mr+zm5cAxD0i8LNSSCTDeSAmEErnp93xNirEtWz4HShmqeACMTjJcSpBOIYDMoSZR+E21XXRtEXq3dkJoFkrRBxb+E1CzTjm9Dm2XICs7Kkud20EqeAxX3r5dEzLcWCTxXCFQphZKKShDeBwOJA4OpzgodqtINHnZdfAukPE/KCeLrtbfdaWNMyMLKGFumzuCplDQzVrj6Zimp9njkjgdsGI4nhMD3Fdt3jHHs6BKHDy0wu3UaKe9BmxhPhQ4IVXx6vRhtIpqNGdKkyupqh+07RovaW3mI3eFDGRDaPY4fKOphFZOBoEa1jhXTSCFoRe2MUt64R0urfhHS7OEp2BxFpqhjQUuQWZ6PkZDRWlsLQlH8vVGEXTEE1uUXJmYBdEDgbcNajdVzWBkX7ciX9kH3ytCA9jFJASTu3U26Vu48fK4gwxk8QV4iIZ93/RIJxljuPDzHw6/efp+vJ7LC2FbkpDB9edoznspVD7iS3/rNd/CO337bmmn+e+/9Ax71mEfyMz/3UwDs3buHu+++h/f+7u/xgxkIGiopC8Bf/NmHedwTHsvY+Cg1b4QbH3cjf/nnf8XP/fzPDPT6md/zdJ7/wh8CC6/7hZ/js/9+Ex/4w//Lb/3W24vn4SUvfzHP+J6nAfCWt/4v/vVf/o2/+NO/5NU/8aP4vs9rf+Fn8+Fjx67t3HLzrXzybz7Fs579TPIO1eo13v6u/43vB2AFH/2rv8YYw2+9662Zsc/yjt95G1fsu4bP/8cXuPFxjwELo2OjvOk3f53AD7j6qmt48lOexE3//nle9MKXMjExgZSSer3GzMwMrqRFP5T23uQlL3kJz3/+8wF485vfzO/8zu/wpS99iac+9akX9P31JI5jPvjBDzI93TeKvOAFL+D9739/AYI+9KEPsWPHDh772Meue46lpSWWl5fZsmVL8d65c+dYWlriiiuuWPc7V1xxBdZa9u/fz0Mf+lAAtmzZQhzHnD59mp07d97vPl2Ub79cEAg6dOjQuq8vyv2TbreL53k0m43ivSRJOHnyJKOjozSbzfsVg5u74o2xRIlmYSWmUfEJPEliElZWV+j2nEXUAu12nf379zA2tkyt1sEaQavTJF1pUr3OKfhap3z5zDc4nJ4iTQ1RKki0u1ZbRvzpN+5E2IAHb5lmrNliuVcnSj1Mpnw50DPoDxEyU/SEQlBBoMgLhLoaO+uoZdnau210Cz9y7XNwhUV93viJW1nodJluVggCn9VuF5MYFJZIp+jUx1qJkAZr1geWQofMtyM+efsdLHbbhOOnOb50mufceC3aav7xc/tZWO5irWWkXuGJj97H9z0KhGg7D4go6RJZw/t6uRhSKNa7r4N5HtaCUrBjehFtJfOrdSYbHXw/IUkVgW8RInX3OTZoY/D8fq2gNDVEvRhC4eLPc6XUgvO25eZqyfSmKsuLLibdGIvnZVSqOYgpgAqFNpX/Law7W5xafOOU+5wQI/fqODIEiVRZkVFT9lzm89VZrLUx/MehQ4haikmCrB6T23xN4mPCiHt6+/HPrrLUXsjqLG3gZchZuzKtXAoJkqy+D4DJwvHIEoTleubq0v3xsYGPiuoYrUk4gbYtjI3JYo+QCOfdsglRepzULGNs19VxwWTjIZGC86oSMgPFxhraUYe51UUHgJSHJyVSCgJvLW3+gMfVus4Y66ieoyQnoHCFEe9LqNt9lQGP0JB3qCz/cuBOZzBZHMH3UiZHF/G9fgX7OA04eW4T2xtT572eEAI/UM4jdHSZE8djRiZ20uocJDYpSvogLMqP0YlP2t3Gku0xs7lOterqbuU5EkGg2LlrnMMHFzlyeImdu8fxfY9aUAFSGpU6QjqGM7EiWO22skZYXLKgyIB3vuJJhMrC2LAOCCkXCicgA0MODAiVz+WysaDUT/rzpjC8GI2xkHIWYT08NmP9HtqsgEjWnc6DYbg5+hqa/PcTF/fiUu7JenMsd2MNGLssvShZ5+D+adbuB8I9s5nndCP55V99Pc99zvP5sdf8jzXnvOfu/TzlaU8eeP8hD72OP/y9P0ZrjVJqaF0WaK35q7/8KL/+pv9ZvP99P/BsfuONb+JnXvtTA0bN665/UL/PFq57yHXcdcc3MdoURs7iGMDzPK699mruuWd/0eEP/NEH+Ys/+zAnTpyk1+2RJAlXPeDKfrsEXH7FZQRBWMyVO+64k8OHjnDprisHrh/1Ig4fPsKN2ZuXXXYJXhYuLKXHltmt3H7b7RhrqIRhMRe11tm+sNZYt5Fcc801xet6vc7IyAhnz569oO9uJDt37hwAQACvfOUrechDHsKJEyfYunUrH/jAB3jJS16yof7U7XYBqFQqaz678JIBzkMEjhX5ovy/LfeZGOGi/Oel0WgwNTVVuFGTJOHIkSPEUcSuXbsuONylLMYYktTQi13C6dxqRJRqZicrWKFZaa0yt7RAmC2++RqRJD7nzmVKRlbLc2etRNRgLV85cwAjLG1tXPy+ySxkRmJUyvtv/ibTj2iydXKZOFUcm9+EtZI4DagGvUzxGvSRSBEgRV6EUUERDldWRtfSK+dibYoQlkddsom/uvkgnahLNQiohAG0BWkWymFiRdypU2msoB3tUX6GbNwUD5qc4m9vuYm5VcNoRWN1wIe/9ml+/JE/zA8+7nqecP2lHD29QKB8dmweZ757ACHnKEf0F9bvNR6e/Gq2sH2WOlFqix34nrWW0E/ZOb1A6KXEsUeUBKS6R5Iaur2U1Fh8z+D7mTU0U4x8X6G1JkkShOihRKXUY5m10SKExPd9Nm+tc/o4LC5opjf1NXSbtTsHNjnIMVl8VF401vPAaIv0RNH+4kdKPOUAGrgQOIzo5wIZB+KMMXzmzlU6rOCnkiQVKOGKfwocw53WksX4LIstr0jmvhBxyqZEGpEBoawuizWlsDhnel9DUIFECA+PMXxvL5YUenPYSgtLTF68Mm+LRGKEwdqI1MTZuw4AqSI3aePNtuxPlEKgrWGhvYSnFIEX0PF8Ai/EUx5KbBA+ah3Ay0Ph0lRQa5qi7s29Ffj8VkiRnA+wAZlDYlYRQmOMz9zcOMsrTZrNFlIa4thnZWUEjOHsqRbJeIVa3cf3VTG3ylL2CB0/usTy/GamNzfo9I4SJy2EEIyP7ESYrRw7opmZ0YTh2rxFIQRhqNi5e5xDBxY4cniRXbvHUcoDUhrVusuzye+hgFa3lfU3c9NY6QgxSjdT5IMh3DO1xsEw5Dwp3xmbO2YyZdbZIgS5J8WFUoM1p6h4NQK1g16634VcZaQpObayVricIjN0kWERZACt3Mj8g42l4nsbnLfvBxJr3odK6K/p94aSASDLWu/PsDzsETfw2Mc9hjf/xlt53vN/4N5OvPZVqcFCwL/9679x+tRpfuyVPz7wTa01N/37f/CYxz56/VMLUEKuGcbBlX9Q/uZjn+A33vgmfuXX3sD11z+YRqPBe3739/jKrV8ZOK5Wqw148drtNtdc+wDe/d48daE/qSan+uFonu/3DURYlHT7hpKSIHD3Q0o1kJt8ocbZ4eLvQghn7FpHpJRr1qIkWQuK61nofVke9KAHce211/LBD36QJz/5ydx+++186lOf2rBdk5OTCCFYXFws3puenmZsbIw777xz3e/ceeedCCHYt29f8d7CwkLx3Yvy/7ZcEAj62Z/92Qs+4Tve8Y773ZjvFgmCgGq1SrfbZWlpiXPnzmGtZe++fdTr9XUXmvMtPsYYupHm2Nkuy50kSxqWzE5WCQJJO2ozNz+PqPs87Nod7nyZkX3AgyHA9FIe+8iZwurYSxNacZcodQAoL7BX5HZYiRYxf/SvJ3njc/cwM76IkLDYaqBk6qhxRR4a5hRvQYCkDIAcCCrqBon1FLTh3BQLpNx46SRH51f48uE5lruRU9SNymokgAqgvTiO8hK8SheRUT+rbPNsL0wwMnIXXzozgxSCVFtkp8rtxw7yzn97P8+88vFctmk3V+7ezGJvif84+m9cNWGB9Yv9lUHQeoxv/diUjbSg7CwZCKz4KbPjyyy1q5xdHKNRbVNRK1jpQEi2fw2G+1vwPEmSGJI4RgZqUAnKHntX48mjORJyGsOZk4ZKxdBolICizZS2zFPjIuGy3KHsmkq6cVMZ9XKuwFMCQrnVVkpH2U7msdTaYKzl07ev8E+3t5mcFIVio41FC0ugZGEtN0ZgpS4A2L1KpnyKzDpvjcx+W1fDJwNirjimHDKGu7nqsYlA7QYREcuTeEiILdZPhzQ652WRQhZA0b0nSwQIa1WeMslEPhOGySiWu6tMNsdJdUqiY7QO1xkDdwYLrK7GxNpjoVPB9w3NmkaJYa/M/TT3D181XwqGupaHO7qpt9a7caIXI0UPK5y3Nol9FubHs2McsJcmwlrD8WPLGGMJAsXIaIWJiSqVqp9dvw++fV+yfccYR48uMXdasHvvo6lUDAhFp21YWuyyd5/HqZOrnD7VYnZLYwBU5YaESkWxe884B/YvcOTQItt3jAHQCGtImd8zBy600bQj5+2TMltUrQDjwjBteZ0dHotsPjjn5KDbrD8r8mVjHSDiJgtWaIyNieVxKupSfDlDbE+AjYDcY+p+TGYMsNlz2D9dbqnqe2ru6wy5Ytc0Skr0ugpvNi6i9DcuZ/CKXVMDPRtcDcuncEacsvdn7U4xKK//lV/kyY97Gnv37Sk+F8All+7jy1+6eeDYL3/pFvbs3e286tnCUY5g/vM//Uu+9znP4qd+1oGgUNaJTJvffsf/4c//7C95zOMeXRx/6y1f5Qee9/0ZQJbccstXuPoBVyOlxOA8Zl+5+Ss8/OE3YAGdpnz967fx0pe/CIHgy1+8hesfch0vfdmLikE4cvjIOuPaHycLXH31A/jkx/+WqekJms0R+si5fHA+u/oGq3zN8f0AKRVBEKD1IJHFf4VMT0+zurpKu90ugE5OmnAh8opXvIJ3vetdnDhxgic+8Yls375xWGUQBFx55ZXccccdPPnJzgsopeR5z3sef/qnf8qv//qvD+QFdbtd3vOe9/CUpzxlIJ/ptttuY9u2bUxNnd9LfVH++8sFgaCvfGXQ8nDrrbeSpimXXXYZAHfffTdKKa677rpvfQu/A2V+fp7jx0/QbrfwfZ+JiQk2bdpEGF54rH8u1lrixHD4TIdIa/bM1vF8AIMRmlbaYmHhHFQluqJ4+IO2w9EWOk4BWeRTWAMkCWkLvnh4nj2bqzRCF34DgihJ3QZU3qUE2WIqOdHucvxszPZNAbPj88yMLaKkS0LON1YpPKSo0Ac+CqxHn3Xmvi+2vrK8+BG7uG7nGLceXWSlm6Kpcce5g3QjSdvUSXuK5bMzhPUOQbWDEAatHYjxoiqBB1EqyZwV6FQhVqbYb87wznMfoBHWqfkBl26q8sTde5ioNdZY8/vBfrlSkyvfg9bF3BbqdPPc8zDc774HTEiN71kmmqtU/S7nlkfpUqVeWabVtagYwiBGCoMUplB0wAHhXlcjVRcvy40SNi/ymFnBrUIKH4gYn6hy/GiX3ft8Ar9f7yhL18eYjNnPCKS0xWbveRJS54msVDyE6TdCSlGQUBS7NI4VTmuDNpaj8z1uOtAhCCyri02q9Tl3xQzAJNqgpMELDCpu3PdQ0cKSmwEdA1aYDBCW8oMMzkpODoB8fLkNX20ntadJ0xNYG6F9nyBqkqoQLXtD1xGZl2wIcQy3OQPDfYuzdV6y7LP8E18qAj9gvD5K4DngkzOODYJsMfBsriz3OHkmxtQqbNssHTW2zEHV+k26P3L+c6wH+NzvlV6Hr506TXVU01nyMabilPNc8cQi6PGiR2xnz95JtDZ0OwmtVszKco+5c202zzaZmq5nHq4+EPJ8yc6dYxw7tsyB/fPs3TdJtxNz8sQKey+ZpFEPqFR8Dh101tzZ2QZCDXdEEFY89u6b4MD+BY4eWQJqKOXRUPWsnU6BSrUm0WeIU8dymRt+MFkoqrWQOg9M7ojeaNgKG8nAO2LNF9xI9R8oB2g0WreI5RFCbx/G9kj12WzQi9lVGEQoDBl2zfvusvfm/Sk90JmMNStcvW+mVP9n+Bhb+u0+u2bfZsaag0alda+YMW0Oh7/lQzx8ibxrV1x5Oc/5gWfzx3/w/uIDK+BVr34lT3/Ss3jn23/bESN8+Vbe/0f/lzf/5m8MnCtv6fy5ef6/f/hnPvChP+TyK5zuU1UjdPUKz/3B7+PlL34Vi4tLjI+PAfC3n/w7rrn2ah56w/V8/K//lltvuZV3vfOdKE+QGgeCPvD+P2H3nl1ccuk+fv99f8Ty0jI/9IIfBGHZvXcXH/nwX/OZf/0M23ds56N/9TG+9pWvs33nto1GCIDv+/5n897f/X1e+iOv5HW/8HPMbtnM8ePH+fTf/gM/9uOvYsvWPkmEM9C4H63duObECTt37uSmm27iec97HmEY/pd5PW644QZqtRq/9Eu/xE/+5E/yxS9+kQ984AMX/P0XvOAFvPa1r+UP/uAP+OAHP3ivxz/lKU/hpptu4qd/+qeL99785jfzz//8zzzpSU/irW99Kw94wAM4dOgQb3jDG0iShN/93d8dOMdnP/vZAkRdlP+35YLMqf/6r/9a/HzP93wPN954I8ePH+fWW2/l1ltv5dixYzzucY/jGc94xn91e78j5OjRo3iex969e7nqqqvYvn07lUrlfgEgbSyLrZR2lLJ9ukatpkBqIhHTMT2Wlhfo6AhdlRhcSAwAy4LoTA/Tcj/RqR62JdhzCZxtGb56dAEEhJ7Hlvo4CFfMbVjZF4BJKmhjOXa8g9VOefakLvZT5xnwEaJCP+zNA5tTuq6l3nTWqXun5BQCPAUP3DHGSx+5m5964iW87GG78egyVnWF4byKACPpzjdYPrmJpRObaZ9zFuezy7dhtSBQhlg75VwAaA+vPU69u43ls+PMqlme/4Br2VRvrAlVyTdgKZz10GQhY6b8umTZHyiPmg9SUT8jDw0wuLo9BiVTlEypViJmJ+ephhHLrXFOnws4MT/GyfkpOlEFbRR5AcY8pccPBHHs6LRd5fqUvJ5Qf2xdWNX0dA2jBVEnp+82g8Ofe5KsLepIkFkSg1ChlMQYR0gh83ygzAvY/88pPrkXKI4NXzvWoZcYKh5YPUPUDQgqMUppp4gJjRck6FSxpbG+p/TCpN8mx8yWz68sNM6a0j0K8OQ2fG8HiT1Coo+gTQdtI1LVQssEPxnN7maWBVUiARj+WSt9OvA8xNAY55WyQOgHjNdH2Doxy47JrUyNTFINqlT8kMAL1g2ZzckmhICp6QajTUm0coZuNyZzXBSf99t1/4wPwxgvf29YPM95xZJUF89JL435xU9+HI1BBYJacw4lV1Gqi1IJSnaRtsXU1BxPu/pqlJL4vqI5UmHzbJN9l0yxddsop0+tcuzIUj9nrWiHwMtC40ZGKtx5+1mOHlli+45RGo0AhKA5ErJ7zwRz5zqcPt1iPceFEIJK1WfvvgmiyCmtWls85VEP64xWG9QrNcYbo2wZnyH0giznLPcSud9WGfD6OXZoZ3SyeUha/gOZog9Fwlr+WXasu1vZ6lsmkrGAcEWoU71Iok8SeNuRoo5ba0X/enn/MvAoSnOgWJvEsOd9o3ky9L6Apz5sX5FbuC4QLv3vex5Pfdgl65x37XUE0hEgrHu+fkvy1vTtT5bX/cLPDM4TC1dfezXv+8Pf5RMf+yRPePST+a3ffAev+4WfLUgRShx+WOCvPvxRarUqj3rMI7OLuk+V9Hjs4x5LpVLhYx/5m+JbP/e6n+ETH/9bnvS4p/ORD3+UP/iD3+fyy6/ACpMVkIVfesPP87vvfi9PetzT+fKXbub9H/oDJiedx+FHXvwCnvbMp/Cjr/hxnvmUZ7O4sMiLX/bDnP95FVTrVf76E3/J1q1beMVLX8VjH/kEXvvTv0AURTRHGsWdBrdnSdnfN5zRyhXdfeMb38iRI0e44oor2Lp1639Z+OzExAQf+tCH+Lu/+zuuvvpq/vzP/5w3vvGNF/z90dFRvv/7v59Go8Gzn/3sez3+5S9/OX/3d383UOx0cnKSL3zhCzzucY/jVa96FXv37uV5z3see/fu5ctf/nJRIwhcsdWPf/zjvPKVr7wv3bwo/01F2Ps4s7du3co//uM/ctVVVw28f9ttt/HkJz+ZkydPfksb+J0kKysrjI6OcvPNN7N58+bzKEh9GaYozotQWlyoSbubcvhsh1pVMTsZktiEnunR1RGdTof20gqMViDL18BY5OEWf3zbzZxe1sSrTqmd2CSohW5zXenBRN3jfzx2JwDnOi0+ePstpDYBo9yGKgxSWkwaErdH0edCfvTyEa7bGSBGK6hNDaTnwqCk8JEiBBSOBEFhyQvGcd4xyBUKJ+XjN562P/EXXyDmIH6viSDlWHuc4Y0jVJJffcSDuGv+E0gLd8w3uGOhQUUZPGWRApS0pIQoFfDqx89wxdY+JfZwcrnMlAltL6D2zJpO5h6icp8hI5HOgJbEWoUxAm001gqM0UQRtOJRWr0a440VmtU2nnL3RkqLtYIkdnTZgR+gZIjAQ8oQIXzXZm256/YOey9THDywyOioZHJaYIldroE1aG1Jtc5yD5wmHQSKWiVweRoS0tQBK085ZREcW53Mk1Fw50oSTbcX0+umdLoRn7hjmVuPp0zUFZ6ocu7MHGObj1Nr9JDKYIwk6QZsqY6ybXww1vy+iPN8ZYA0y0PSVoOxWOEUgkCFXDXyRA507sb3LskA0EmMTRx4zO6NNBWq0RRdf55UtckpkcsKRn5zC7hZJMmUaiNlyMRa8JSi4ldoVGo0q01CPyD0AgI/IPRDQi+kGlQI/RAlVXH+NdMpAzudnuXo4UXaEezdM8FoU+Epuy5YWW8XcPOizeVX1RkkqxQDuUX9cwx6mgCSRLP/njnGRits3uJo/286dhf/9z++ga62MiU/yxczxoEDAV5gqNga73vOC4pzD4Z8WtqtmMXFLlu2jhQ5Z0O9otNJ+MbXTiGl4MqrZqg3gvxuYK1lZSXi0IF5Ns00mNm8sZex3Y45eiglrEbs2DmKUq6QbztusdJt0eq2WGwvcWZ5jiRNkEKi8PGTBrHfApEX681OmOWikc0Ba3C5RlblTaeYUFnImlv2nEepj7mto7K2OMIFAUJ6KFWh4l8KQC8+gDEdbI6+hCiK1xbgOLtof55aav4YD9vzNLZsm8ULvAKEVb0RuulKecVaM15fvfs0f/SJW0i1XfdzVy9H8crvfQTXXDLJeZOUbBkAbby6DpNIuJadbzVe3zjR/1QMvDPo2BX4KkDZMLsf7ikX0pWnmBid4gN/8kc8/RlPw1cB1gh0qvF8j9RGHDx4gBuuexT/8M+f4gFXX7WmOedXC8rQLDNMDbW93x3BcN6UyAxSUgg8FVAJqphUEEUR9Xodz/PW6B3uOs5Ic9ttt/GgBz3ofjPYfvOb3+Tyyy/nnnvuGciz+c/IE57wBK666qp7LeGSy3Of+1we/OAH8/rXv/4+X+u9730vH/vYx85Lw31Rvr3S6/U4dOhQUVPqfHKfiRFWVlY4d+7cmvfPnTvH6urqfT3dd6U0Go17JT8oY9PcixDFjvggTjVpxgy21E6ohJKpUZ/ExnRNj47u0e51aS8uI2oewnO8VeQWayA2UK9KZsZAp7YfUmItSkCUWkJfYQxsbY7xyJkr+Jdjd6O82FkJrSTthqRJHZsoGrHPZbMB1ljSuTZRO6a+ZxrPc0q3q4Hh4aZc38Nz36z6wza/4fednFzuMlKvEcsujbRB+8w32Lz1MjrG5R3VhGbu7DeBBxEIhfIS9ox0WOj5nOmG9LQDQBZBNZA89aoxLt9SJY+jENJ5xPok0FnhTwo14sL7kysymZ8tVzCddyJXIFxolkA5ZUqabNwyT5G3iKcSFttN4tRnvLFC4Gswro6JHyiSyKBNipSOgtjaPByynPSqCAOPONLOSyc0QqSFVyhXrvtV6+3ArciZ17xSaNF6KojWhjRxP3GqqXruKCUDksgwOjaG7o5ycmEeRIzF45F7NeONC4SXg5h5+KV7LSXCZuGBA0qC29h9tRPNWRJ9GmPjTIHM7xNo0SWWLYKkSSo6mKzGUh7KlQ9P3hhDWXHNlXqnkIZeQDWo0qw2qIdVB3xy8OMFVIIKoRfgewFKqSwfzxkCNjJhCWGphIJtO8Y4emiR0ycWCXePUasq1kR+XciQFn3ph91diP3M8yRTUzXOnG4xOlalVvf56pkjYBQm9ZB+7CijycCy7F8njjY+rxCCRjOg3ghYWuxSqfoZ01vRYuJIc/TwIhMTNZQnOXhggT37JqjXA3IP5shIyO69Exw84ELjNgJClYoPpHTaESeOLzO7tYnJiDXycfCVT8UPSVPnNRI5Jb2hWPKKU6uSgcfmhUUFUuRhoOVnq0y7bYvJLHLQKW0xhg5QpxgdEYkjVP3L8L3NxMmx7DNnWHEhoaLIlSt7NrIBpsy7IYY+HrobDD/pD7x0M6994SP5+y/s5+v7zwwkxUspuWbfDE97+KXs3rIFV3Q2XnOOwsNOrsiff74V83JwmMo9oH9E/vv+eEEFoV9FWAUW0liv+RxACR9PhJjUYox24EJokjTpg7P78SyuPw6Wgjnj3nuQtdPVHBMo0jRGKYXnqZIxowQIvxWxszhCgY985COMjIycN3fnQmVxcZHPfOYzfOYzn+E973nPBX/vbW97G5/85Cfv1zV93+fd7373/fruRfnvJ/cZBD3nOc/hpS99KW9/+9sLzvQvfvGLvO51r+P7vu/7vuUN/E6UC/H+lEVry1Ir5uR8zy3bueFPCabGAkbrHlamdExER/doJT06S6vgC0S1QhF6ZW2xcU7VDYcW+kDE2nyzgcTAvjGfmZEG2jgWruc/eB9HT8Kdy6dBWaeQG4mJwJ4OefqVo6RGc2QxAQuNdsrfHTjIlZdM8qBLtvVNjkVsh6Cgo1t/lO7X2K50ehgjWF5tsnPrQRYX4fJLdxH1NBOBJrUWPI23w9UJuPNYhesuian4hhtmljjZrnCsFaKFZCw0fO9Dd3HtzjEgIY+tJys+mAUUkOfM3GcPUKE8iNLfkI+JI5GQ2Cx/ytrcs+aUXIQi8A1pmtAIWwReytzqKPHSONOjy4RegpQuBDIIM4VMxC5nAYW1SUZ0kCtQgrDiE8eGAngJgwuFdO3Kw7cGWfCyr1uXmO6Ut0GlPxdrIU2dNyhOE+I0ZduIwfTg+HJEKGFiqgoqwrchnbjK7EjCeP0CqUhLnricrCsHJ2tu0BBIEkIhRSMbiphEH8PaqABAhdcGsNYQqSXqehZP14nVCrkiYjNPpTW2NG79+wqgpKIaNqiFVRqVBtWgQuD5BF7m/fF8wiz0zVceSnlFblU/ib+f0LyeAimEpVpRbN46xsGDy5w8vsz0lia3nVpk/1lnsNq3qcn1uyaoBV7xvQ0Gdp3zr3/k8PvjEzWWlyNOnlxh954J2kmPUEV0Og3CkUWQOi/o5Qws0qBTn6oV5z1v/vwsLXWJz7TYs2+CIHBW7E4n4ejhJaQS7Nw9jlKCY0eWHRDaOwyEKuzeM8Gh8wChfE3esXOMI0eWSE1KfdzSTTp0og4rnRXmW0u0e53Cwy+Nh5U6o+cXoNZa5It3pAtDy/PgcvBTBkN5IeDBu9In3LBaFF4JS+ryg8RRAm831qYk6elMT84KWAu7xiu0Zow3WoZLTXFTey3I2Dk7xquecz1LKz3uPHyObpRQDT0u3znN2Eg1m7sxQoS4UL7+PM6flzxUz7I2DG4j6QPG8ouNAM86FpPik/w7NmuD+8v3QoRRpEmK5/l4geo/k6ZfADoP+XXhmQ4ARUmPfg21jWW4Veu2MsvvHJgvA6Ow9mEe9mZJobDWsds5i3mWrzq0EHyrQuFe/vKXc8stt/De9773W1Jk9EEPehCLi4v85m/+ZpGjfiGya9cufuInfuJ+XfMVr3jF/freRfnvKfcZBL3vfe/jta99LS94wQsKGkPP83j5y1/O2972tm95A7/bxVhLL9EcO9elXlVMj1bwfVmo3UKAtpquiejqHq00orPqivh5TVeB22IRpr/BAFy5rcmRxVU6saCiRJYTIegkFiUFN16+hWqQJ6s6Je4Xv+dB/OVnjvHPdx2nG8fIGMZNwI17A67alHB2RWfKpNu8agbe+2+n2HHrGX74sZeza6bpziWE2zSFR9/cKYqNOL/mxjvw+tqssZo3ffhzmFQhfcuJ0zvZNnscE69ibJW2kPgqJjZVzt4zAQ+Gz93RZLwRsXtzhBQw0WxxjWjRjSUjIw/gQbtmsRmTDyJxIIAse0eIwup4/vYNtnPwLZEpLWLgEOddypWAnEiCojigyJKDpYAwNHS7CYEHM6Oa+dYIpxYnmWouU6/0sBiksBn4sRhSFBoQWGMx1lnQjbFMTFax1s82ao01ErJiqYN3Zjg8yXl4gkA6eCtEqWhi/4tGW+I4JY40SarZfzLmU19IWV4WdBM3zufOJjSmwW9IRiqGqzb3uC+SAzWbKZCSjKHuPMYHgUKKCoF0Vd8TfRhtOhhSZz3Pw1BFZkxAEAYeldDidSZITRstEkRJsy3mihB4Mi90WkFJSS2sUgtrhF7oAE8BfCrOC+T5KKnW8RgPgs9ccbVDVmAhnEImMNTrivFNk9x18CR/9JXDLERJcejn9s/xz3ee5sceewmbR4eS04cUpvujB+XU1Vu2jHDgwDwL8102NyZpVgO+1IuJVscIGysIpbMxE6RxBdutcf3s6AVdY3Z2hAP75zlyaJGdu8bpdlOOHF6k3gjYtn2UIHDPzvYdoxw7tsyhAwvsHgJCo6MVdu0e58jhRWBjj1AQCqZmA44fXWG1Z6DaZrW3wrmVBaIkynLNnBdIGp/U62WAwWK1xJ6H2r24XrEO5hMpe7P0K/tCEelkJQibA4a8EGtCohcAha+2IEWNOD2J0S2sTbEZGDI5kMqmkAUXYpf2m9DXwte2vgw67Drr9lizwsOu3s6aRQSwIsWFSQcZ0DEbKNz3ffL1H4kyENro4DXNHrquM3BIpfCETxLrIhws1t0sxycvDO2xuDxHXmBUG0NieqQ6LQDQ9h3bOXHu8H3u01oR677Mw/M26nOec6ukwmSECMNU2P8VOUAf+9jHvqXnO3z48Lf0fBflu0/uMwiq1Wq85z3v4W1vexsHDhwAYO/evetyuF+U+yflBcgYy9JqghWW6bGQ0AchDInVaKvRxqBtSs9EdHVMt90l7fTwJ5ogFViNWCfe+tK9V3Jq8Yt8/YRlMelblANP8vjLxnnYvh0UbnMkUvr4KuSlT9nM9z/qWr52992oM8fYs6lGmsKJ5RXkABOape5BbARznZRf/ug3+ZXv3cvlW0fpAx+NRSFEFqLlOl9qamZuHMo1GHTT54x1lluPHOaugzFiIgSlSAQcPLqHeq1NGEQYI1laniTVEhG5DcwTgo99bpx9sxGXbO0R+pbTix5LqyFv/+mrHdgoeQFyj1C+t1orSrxLpXs4bDm/QM+WyDYvK/LcDU1BmiAVDv66Ao+54VQKQxAkxEmMpyybRpZY6jQ4vTjO5MgqI7VWxg5nEFiE1Fh6SBxTX56/g3WJsQgPIVPAy9phEeg+sMjvTckzlBustTYuF0wIcg3N4l4ao+lFMb1eQi9JODmf8Ff/1mWhbZEKlO/mYJJaVs5Yrp5MuHpnQjUwG+71+fnLr/PYdesKWoGQCJNRimfAlVKOifOuBQRqC77vGJCMbTsAZEwWypbdZeNyd8ZqTUZrY/iywoqGbm+UrppHCIGSCl95hL5jcwu8gNAP8JSHrxy48ZSXgR6fULmcH18FmcdHlkLeSn1bx1IvBBgDvV5KGOY1dMoA1aKEZbTpcdOZJU6v9JioB/QSF0qbasPCasyb/uZ23vwD19IohZT1GdfcKJ3PgT3ctmElqlYPmJ0d5eyZLrv9HXzOu4nQeqArtOdmkH6MkBarFYGwbK50efZDrmO93ITB/jvygt17nSfn7m/OkSSaickaW7aO4Hl98Ks8yfbtYxw7tlQAoVotKM41Nl7FAkcOOSC0aaaBlGJg3rfiDonoEI7GLJ81dFdXWNZnSY0ukYFIPF1xDITCIQkhcYQIeq1HyI1u/34W1v3it8iMWevo6Tk2cq58RwGfeW4do2NMwlkMPQK1jWpwBWk6T6pPk+o21sZY7VjrHPMaDgAxtGMM44h1ck3sQE/W+/KgUt7vZ5Kt477zDOUgrnzmoc6fz0Q2MDTZQcNGgnv/5vrHetLDZnlO0pNYzQC40QYSYnLCiXw9Kvty1jhtSu0sZF3XT39aFH+VAfJ6xrh1vu/IL2S2HipSnbo1J6vXU2ZapGj/Rbko35lyv4ul1uv1garAF+VbIwO5QMbSiw3nViLGGj5SGbomJbUJqdVoa0itJrWa2Ka044hktYNqVhGewsWamyELnHstVZXHXfdgLtt6hLtPrDC/EjNWqfDUB1/J5VvH+4oPCilCpKwgRQUpAiZHAm64ssKymEcaS9vowjuSX0kKwbnIUJWG1VSxpR7zjr8/yntftheBhyxygwwWjSgRFQ5a8EpxF+TKtqCfV9Tv280HjpOkglonIvWqbjNXKd04pBtXMBiE9ZkeO8U+zzHwbGpq0tQwvxhwei6klwoagWHvVbFje8t2HefZcACUrNaQG6KhjWjIGl8actbfWMXAgTlY6gdfWITI8ncQWCUdBTVeAW2l8PGUxlpDqlOUskw0Vgi8lPnVUXqxx9TICr5KXXicAYsGYrAe1jq2PmP690EKRR59IzAIkWYbuy0UrHKEo7WOBMFog80K0jgF3Rb5AL1eTLsTE8eaVBv+484e8y2L8FwxVGksQkkSodEJLM9BZa9ZV+FZb4MuvDXWYKwuxtvdNwFSZAVfIS+W6s6l8OQ4obeDxJwCtmMyNr0+Y5zFkx71ao3RWjMLYXMhPeloRJpOUq8pqjUfX/l4UuJJD6mcB0hJWXiDPOXhZdTXoRcWwCj3tgwU2S1pPeWwwzIuiHophw7MM7O5wcRk2RiVPR9CcHRphblul0YYcmahSy81mdIOJrUcW+jwv/78dn71BQ+gVrmwbWG9UMeN8oWk9Jme3sKJ4wcwZ1IOrMJDZkK+cXqEWvM0qXahMZ7fYrvchBIxleDCSDCEgFrNZ2q6zl13nmVkJGRmc2MAAOXjoTzYtn2MY0eXstC4SWq1fn/HxkLsrjGOHl4CYGamjgXixCUorXRW6cZtojgl1ZJOlJB4GilzNkuJp2tI65F4bdzzm81fz0CarZKl5aIA5gMokgFld3herDsIQrgcN6McEBIiA/Ex2CUiG+HJSQJ/p3vO7UmS1GBtClr0110rEGqtp9c1K3+RG042atA6H6yHLbIQY0uMYw/Vmbe1fI5B9GP7L88LzNdee+0avX6b7dq3snsohcRoEFJibOr2MikoCC3WuSyltcoybEjKXtnhL2WXvyD8Yde8KgPANYeKvHaZQiDQxuApdf75dVEuyneo3G8QdFH+a8VaVx/l9EIPIWC0oUiI6egeXd3NPEHG/eAsUPHiKrLiIysBzvew3kbUD6uQXsCOLTt58J4xFo50WF5c5oot+xBiCYtF4iFkiBRVpAwdGBIuhKRemySe3kNy9iAio/vMrzbmC9qp5Y6VtLBUB9JyrqM5u9RlejTAkGSscX2ihP6eLwaUBDceoqCvtgUIkrgMY0fpfGpuFWMUUUcjkg5yvAr4BZ2z1Zad4zEjMwvMNkcBWOlKYu1CxQwwWjE87NKEV//QM0qWTZVZyBSWAGxMAYQEqAwg2Y3GfLB3g/d5vZ1K5N/IFSiLJQGy8BdpwUpk5qlxYU8+npd5QEyK8qBR6RCohLMr45xenGJ6dIHQTxyxApbURgirMdoRVhg0KgvpkLhEgbwwpANC2tWa0SV2M1uOnLfo1DrlUzoMrrUhSQzGWLq9hKjnABDAbUcSLBAo5/nQGS2vp8Bowcl5D61jlLx3TaDvOS17rPLvuRwnW0pkL0LckEhRp+LvxYoucXIG2I42Kcbq7B4ImpUmY/VR6mGdSlChGoSEfoDWGm9CIWONthVGmgJPOSurAzwKJSRK+ajMS6QKb5DKEpNzJWljpa7MjiaGNJxK1Wd6psHxYysIIRgbr5buiPve6eUuxlpSY+mlxrVFOQ+wAhIMB862+KdbzvCsR24dGNP7IuU+5EqVp+p0Ox777znGynKLrVs30zi+ldvNWS6dOY2fjrPc8wiUZUvD4+DSPPvnp+l0LbXa2nYMgkTXv4X5DidPrLB9xxiddsyxI0vs3D3hQoeHgZCC7TvGOH5siYP759mzb4Jq1YXmCiEYH6+AHePI4UW00YyMe7R7HaBBq91hdcnQWbV07ByRt4TKlUqUA0B4JH6LMsV8MRulBSMRyqzRfHPK8sIbXCx++e3MihQUa+Pa++OuAXmonDUiC3lLsaYDUqBME1/NopMW0iZo68I+nXVA0q9tdp77n7epvE6f19hTltL9K/7XQAIii14QmUGofCpb/jP7ZrZXXKhXaONIu3tps80xlAsdl0phbIzCGTSEkP0x2egUGQgyxpDXJnPvD129hJE3PN8wBi29KM9355l2hq3A80l0gjYWT/l4ynd7pzGooO8RHZb/qtC4i3JR/jvIRRD0bZB+vsJgRe5BRjhDq6tZbCfMTgWgDD0T0dYdOkmXNE+uFAKLRLciEALVqGR708CuVLpI/sIBCWuhl3Zpjjpq4pXlLhNTYcakGmbgp4IUIUJ4xVcFivHtD2QlTQlP72cy6Hs02qnlH05HLCeW1Ah8aYmzEIuj5yKadcXXTi3y9VMrtCNNw/e5YnqUh+wcpxqoYvNzCe2KPPzMFruDAyY5W5o18Md/dpzjxzp4fo00UfhCo8+2kT6o0MckGhtLNu+L6ABfNce5DnjKVRF3nrL0EsGWUcv4lKE7VXPXsHlnZXa93GrpUaZ0dQQGtgi5WC9kaf15MPRGX7sZUHb6dYPSbLPV7tjM+iiEReIDLiyu1TKEGWAJfMvs+AILrRFOLkwx2VymUemgpM7arMl3WkEW+iacpVNIhTXCMZ8JBfhYU+p3X00DAZ6S9BKNNhZpQRtDmursxxD1UpJUgwUlBd3EFo6wvv7QH5TUSDcPy0O0/lAW42Syej/D2lMOgETJgi2EhyeaVLy9SBXQTe5yiiIUCkrVrzBaH2GsNko1rFL1QypBhYofEgYukThOevj0OH28S0jIWLPiAI5wnp88RMrdK5EBn4EbX7T3fLqGMbZf56s0P4SAqak61lqOH1sGXGhXHpForXHPCrDScaE6Son++UT/ifrs184VIOg/JxkwkA0WF1Luuuse4ijikkt3sXXbGLvv+Qw3HZ/h+ELEJaNtqkrTTuHrCxVayWYevnWVkUb1XoFhmhpOnlhhfq7Nlq0jTG+qE0c6yxFaWBcIuf47IHT0yBIH7llgz75xajUXZurGL0SbJocPLbHSAVlNgAZLpywr0Sod7xxaxc4DhERaj0A3scISe6sMrgN9w5MFhDSQhcXleV2DQ1dae2x/vuaAYSOLvTXCaeqqNP+9/ncdoI9JxRxCBIThruwaZ1zAgDGZsp/9tpbzTMd12l0ghbzJxTwvZvh6bS+uk5SPLFalAVQwsH9lb5SNZvci/fy58skEw6F9A83Lfrs8UIm2GiEExpo8U9M913kI6zrNye+dtRYrpLsf1hZrVtmoNNAyu955hvqU/ScztjcpBIHnFfqFlAqThTz7gYc2BoSHkh4mM0idj+76IgC6KN/JchEEfRuksJ6XdvhhSuw4tZxbiqiEkkoIsXXMb700Qhvt9q4s/EL3UpJ2j2CiSU6dvPHu1V9kHUWqIEojJhujKCVZXGyxaWYWTZqBnwpSBoAcilcHIT1G9tyAHdnC52/6B7Q2rCSGO1dTVlOLthAZwc56zF1Ljqt9enyED9x8iP3zbXqJo/zW1vK5wwv81a1nePJlUzzpqlE8lZWqK29wxZ8KgUce23z3oS5//0+nqY2Ps2nfHCePjZEkCt/X6BiSSGOtZM+OOlYtIrA0a27R/3JwnIltk1SF4JBZYHkk4gmzj2fNFm5VtoG5TUNKCyJPMHeepP72/Z+V7ExukgAWY2C1FVOvSrysJorL1RJZuJkL9RNYajVLL0rxPQ+pQEjL1MgiK50mC6tjpFrRrLTxVIIQzsMDoJRGeRIpXF6KEAKDQlofQYrMwuIcmnAtEDil0ikXLrfHjZOr+6K1IdWWNHUWeykESOcdqY9IOh2deZryfmeWUQNBA6S3Tqr1BoqUywPKFYmM/pc+e5q1OeudQhISyM2E/k6Qml66H2NXcBZpqPghjVqN0WqTWlijFjrvTyWoUvEr+MrP6MYhUB6hV0X3PDorKdXpBmHo0Tdx9POm+r3Mu5L3WZQs8BuDobxvfQDuvi+lYHq6gTVw/LgDQiOjlfzyXDI1QsX3WG33MnZBdz1jXD6IFIIKiuV2fN48nAulzZVSoeQoR48scPDgMSqVkKuvuYyJSZ8oWWJ/Z44bZ0M+fybknpWwADsVCY/cnHCgt8Dv/csX+PGnPmLNtay1aG1ZXu5x6uQKRhv27pukORLicoQEe/dNcvc3z3Ho4AK794zj+2pg5HMguGPnGMeOLHLowGLmEfKx1hKnCaqS0pgynDsVI6VlogGL6Tm63gJIU4TASTyCtIEVhkS12WgVEALnCdLCkREY6TyrNrvhaxT94psD+vq6k6P43PQPsflMyeaMsBgbkdoljO6ixDhBuBWRBCTmJJoII9PsdHZI+S03YKOL59/Mjiwe3AtZGZ2hZ6Nji3MWhqHBT21eZPZ8npj8RR+R9T/ZoHtlT4uUqg/yhHUAIsulkghkFtK6cRPc2OQFkXMQpJBFzTDHKGmzeoD93Cjbd0UhM4+ywLFMiizM1xGp9AF3eRilBMd/IAi8APAQUpLEaWGYKQpFDz1ra3twUS7Kd45cBEHfBskXwPXczNZaUm2ZW45ZjVJmp3yMSOjpHlEauSRM8uAqx+6lW128RhXhK/Lk9+xk61w930X6L7U14GnqjTpLi8tgdyOFybxAQR+oZf+VzyqEZGx6J5dedQPv/qd/p5VkimemhG6qpKzEisQKmtLj5iNd9s/1kCi6PaeUehKMsKyYLp/4+gIrPcMPPnSilA9h++21IvOIaCQJFsUXbp6j09MEUYXqSpPZbUvMnWkSJ66Og/IM27cJHvegq0jjI9wWKTzpwMx4XZHYORIsEyrB6pDrt+8eGL5+fo7KlBULNjOxkmKLzfv+yPmUi+zqFhYXXEhZvZbivGNeZul3CcVAP6tKGsLAEicGT1jyOpKj1VUCFXNuZYxeHDLZXCLw4r7y7bgXkDkpQ2GNloDnvEbW5Ru4cEB3b/KNX0qJ55HRwmYUscZgtAMgUoDvOe+jVHD1vpDPzHdIYovnZVZxY0kTEBK2zKalTLH+aJWNB+7NPOzLZIAqA0HkHoCMSRGQ+HhyjNDbiafGSewZkuQUxnawNsHLgM2mkSlq1Sr1sEo1qFILK1SCSlZwVuXwD3BWVKkUMzMjHDy4wPJixMxmv7g2xbFDYKjUhdxCnd+LsrJn7eBrWQoPHPRwwKaZOhbL8eMrbDGWkdEQIWB2XPHIPVv4m6/eQ2oMIg/JyZoo24KzCz3qVZ+/+8IpHnn1FCO19XJy1p+vZY+GlCFG1zhwz2mOHzvF9KZJLr1sG0EQkaTLCCwT46Pc2TrKDbtGEJ1xuomi4mmoL3JXa5U9E1v5xsm5NVfX2rC02OXc2Ta9KGVyqsam6QZ+oAbC8IJQEYYeC/MdpGCD0DhXx2j7znGOHlnk0IEFdu4eQ3iGTtym1W2T2AhjNCu9FhONbfS8RccsTaaE2hBPV9Gyh5bRvS8D7ktuCUklVposmVJk3hgJokwMUJ7n9JfCjbBIUY+ov86XM/lAY0wXKxKM6KFp4ckthOGlxPoIWi9nrI5lIGwHLnE+GYBDmWFoudPj7tPn6CUpoe9x2eYpRmprCxi6x3rwCnnb7311LedTnq9xpfPb0r421AExcLh7hj3PdyQyhQEhA0Gi7wlazzBQhkUWi1SyAEA52JT52pAbGukDUWuMuyfC5U4Gno/Kec3z/orSddYZACEEBflb5pkWSLTWA6QIA0Nx0QN0Ub4L5CII+jZIvlgOh8QZ6yzmcysxZ5d6TI36hKGhZ2O6OiLWcalagrMO6nYESqJqYV9xLfSukmZSSK5kWadpConFoiWMjo5w4vhp4giqtbpTfrP2DViAS3/n7153yTX8enOEd37qE6RWo4TFE5YT7YC5yEcCz9izic8fPowWluWsFo3vuUZLY0mFRvgJXzzQ5sZLm8yO+YPWO/qbpPuWxtqUrx1eYamT0JEau1ilPg6b97TwqpI0krTOhNyw80bOrR5n3xjUOg0Sv5ud0CDQCKnBSkbMGFU/j4/O+ljaCB0QMhiR7UHC4MLTIA/rGM7Z2FCEA1jWrnNsCaSmKXS7hpnNgQMRWZFUsjoxEonN8oOcE9DgKYuxGq0tQjgAYgRUgy6bxzQLq6OcXpxkamSFWuDGQsgk825kIXKi2DXJE2nzsMBCSStAhgO9nidJU1sqIunqkCgEUvU9Rwh47JUN7joVc+6EJo1tZhhwGG90Gq7aEW+oddn+jRmwqpatmc6bJTPFUWTeny0E3naM6NFN70KziiChD2Yz1kBPEXiO4a1ecUDIV75jVMqVreLxcqpaWPGZmqpz7mybkdGQWs2nTy3dD4/aSLcYnjf97w0aS/JxygFyWfkXQjAz08QaOHliBWObjIwEeErzjKunOH6mzRcPHydVjglQGegsalaWnQcg8A1/8o+H+OdbzvAzz710oB1lMOaumd3f4vou/6fXC7jrzsMsLS6zY+cWdu/ZhJQdUt0rjjs6n7JnZoSDJ2KS+hFsaBBGos5U2b51nHtOQ1UMFqE0xnLq5Apz59pMTNbYsXOMStVfFxC0VmN6vZRLL5vi1MlVDh9aZNfu8Q2B0I6d4xw+tMCBA/OMzUgSurRbEUtnLMvJPD1/AbgKmdkEJAKVVlC2Sup1MDJaO1fL3p3SnEHkNYEsVsssx0+DyJjddD5Rhsz5ovTTnzAD1xHDLoB8nbJusrpnRGOFQQqNEZrERATBbkJvJ734HqzuAmbNOPV7cWFybH6Zf7njAHeeOFOiy3dkHFduneHxV+5l++TovZxFsF6oWvnZ6/fXZkay/jG5FGt4KRSun3O19vx92OU+85SHEj5vfsub+fSn/55//ew/Fcc6ghFJzgjHwDfhqU99JldfczVve9tbSmuHyNalcgjceq8tVmYFTAUZuYpcA5HX9T8NTAWBELmnKiPZybznvj9o7Dgv+LmIiy7Kd5gMG1ovyv+fpG9pcquKC4EznF7scWqhx/iIz0hDkNiEno7ppTE6XyCz1V33EnQvwWvWsqrfJkuqvZCVSmBxeQt1r0ogfcYnxjHGsLi4jKeCzFq0dlEfsheRW7h3bN7Fm1/0ozSbl3L3UoOvLdSZj3y2j1T5zec+mMc/ah8ycCEFqXZt1anFGOEUAFyISpxKvnkaPFVDSd+1owgbcpfMrWj/fOcqh1YiR5ogLFJY2osV9t8yzaEvbObMrdton5hmfHyEuRVBogXXjgpGUrf5OjAINqmyUzUJdQ1j+0pnWbkurPhWYY10ScfGw1pRFMa8L0pCX6fJ79nwyDrCB6nA86HbBmt8sF7mpMkVfkd16sLYfJQIHOWzr9x4JhpjNFJopNQEXsT06Dz1SpezS+MstVyBUK2d58YanQHMrIChBUepqlDSx6mAHliZhZjlc4BiLhjtQjJlFnYUBD5h4BOGPkHg4SnFjgmPZ11XYfdlIRNbFSObBGOzgm174SGXdplpJGRJLf2fYnD698cYU4TCufEQxZgoGaBknUBupuZfQ+BvI7En6SZ3YphHEFMURBGCNKuZsdJt0Uti4jQiSmLSNO0TQQyEhJVBiGVsvILnCebOtTFm7TEDyvCFzBGR/4iB8/SHY+2zLqVg00yDyak6p06ssrwUgTUoNM9+wDRXhk3EgkIuSFaPaaJlp/A2Kx47NtXYNFbh5FyHD3z6UGm4y/eY/rNQtFPhe6MsLlq+/tW7WVlpccUV+9i7bxrLCknaG7iNVlvuOeWxaWuNydE64406m0ab7N45ytFzIStRzL6pxkC/oijl3Nk227aPsW37GNWa3w//KYkxlnNnW4yMhoxPVNmzb5I4Sjl8cIEkMUP3TxShcdOzFYSvOXWsw+J8l8UzmqVojo53buBZk0Lh2QpKBKSygybGapGtAzgQYzJFOsvTWTN9wRVIVaagpM4eNEehnW8QRvRvcRkkD7sRRZ/RzbWltFaafNz7a6jLQdEYm2DokOhjSFkl9Hbie+MoVcGFHJeuuUaG1qzSy28cO817/unz3Hb89FC9MIuxcNvx0/xu9vnGstYTNfCpGD7OHfvTP/6zbJ3eybvf9Z7Smg1//6l/YOumndCHP4Xhau0S0x90ISSBV8Gkhte85jX8zSc/RqLjgeLFwwCo3LI/+7M/4Vd/9Zfys/X/Zd6j3BNTMEcqD0+630p6GZmKyv6WxXnFwIvBoei/3V8L3Y+PEC5fKCdoOF8+0EW5KN/pctET9G0UkZmzjLWk2nBuKeLMUsTMRMhIXRLRI9KuCGpq04Gi3CYxmHaE16ggvYyKq1BIL0zDchZ5iZQhSgTUmyOEYcDc3Dw7duwEBraL7O/S62FzFJZqEPCWH3o61mravRWU7AFtDB1WolUqgcRgEZHIanBQJGcaYdEaTAoLCz7tlWlq1QBPxY75jC6pXkXrCHD04Z/+xjzB5gT1TUuvrfEquBhpPHpxTBJbrn3gdkZHq4wvTnPPfJVrNrfY23CbyV5vDEjY1NQYJB++28MYihCygb4XVjoJQmGMIwwQ0geyQqpDm+EFKbvreYRKL6UUjI9L5s6lSCVpNILszmQeKBeRjs3zpISXRcUIAt/lgESxphLmYWtunozVVwi9hPnVERRdzi41GWtG1EKDJ3Smh6nMmpyHUHg40CAAjbEuxt2FU7j2Kgm9SOP7EqUkHrlXJle+LNamGKO5YpPhEn+Zu8/BUs/SDCz7RtsEynAo9eniZVN6HWttDoZtP6nYbf4ys856KNnAF1vx1DSpWaKrv4kxq1kfSgnkmcE5v18LrSV3pzMd1FhDE6gGlSz2f/1b6fuS6U11ThxfYXyiyshIJZsHZYXuQp/PoYkADOfrrBdaBy5sZmZzA2stp06usjCv0BrixPCyZ1zOrYcj/vmWIyyvLFCveIw1AvyMadDzJGONgCNnOuXWwIbKqML3xjh+bJn9+48QBgHXXHMp4xOKJFkqSCbK41Bpp8QNuPVAg7BiaVQE3Z6k1fEIvJSGF/HASy4p+mitJUkcQG00g0IBXc9q3enErK5G7Nk3iRCCatVjz75JDu6f5/DBBXZlOUJlmvVUO49IZTRltdtj9aymY1boBvOZccUd69saMg1AGBKvhRG6jwVy93AOOPqcIxlBYe4pHgI9hmzdyN7LJ6PMzll4Q0oryyACLb22YCQYO7Bf9HX74oLZ2m7AaIxok+hj+GoGpa7AmDZKLnChc7Usx+aX+bPPfZXUmPMep43hQ//xVV7zxIezfWqtR6g/HhvLRrOyUgl5z7vfyw+/6AWMjY0NHLUG56x3glKoWeCHCCTapIyOj5LoHomOUcrPDhWFd7t8kfzPicnx7FxineFcP4eoHyni5mecxAT+eura2u/3W17yTmXhb4I+SYsxzvt7n0DQfZ8OF+Wi/LeWi56gb4MUITulv6PYMLccs2k8ZKLpo0VKZBwAirWjErZCuB9tSVY6yEqArDpWMGwpF+jCWgE45U7bBGMS/NBjZGSUxcVFkiQePFyUPRfujWLxt4P7cB7TVKs08LwaQtQQhDSDCpdtGiExiSuMKFwBQ89TCOUWfqVDjNbEiy2+cvNBvvC5u7nlS8e57atLHD+kSLuzVIMtKFnh1qPznFnpoeoJE1e5DSNuQ9K29FopScfQnAp53JMuB2BqvMZn7x7hxEpIM3QK1Wxds62hsULy74fGmO8oeolxVt3C25Ar2wJjpfvRHsb4GOOhtUeqfXqxTy8KSRIPrWV2jkF9ZT0ZNub1382syQj8QDE6BkvLEVGUK/ApuRfD7cECITxXcFMppHRWP8+T+L4iirO6OFiUtCiZUgu7zIy53IsoVRyfn6DdE2itM5CVZNcqKW/Wy6zbCmt8Ny65tdlYlBIoJYlj52HwfYnvSzzPgSIl++GgfmuOJi2untRcMx6zb9TlVwXCsNNLEKxVpPp+s9wz0/cC5fNPZl4gX2zF86ZJzFFifRBrlxEiwZFB9AFQ3r++gmCYW11gbnWRVq9Du9el3WvTS3qOOrvsGSy+635Gxyo0R0KOHV2i10tKzcqtsvmxg/d6/Vnhfsohb+uNxHrieZLNs0127h6nORIyNl5h9+5RNk/7POUh4zz0is2M1ivs3NxkrBmglERnBolKIImT/L7n110L7qX0EIyw/56zfPOug4yONnnQgy9jdNyQJCul+zLYxplt0/hRj9H6KgrL8opPmgpG6qs0gg6jMuVMuzU4IgJnuT/P82SMZe5cm1rNp14PyNepHAgliebwwUWSpD+vHBFCTDfukZgeSbjAkneEnreQOWYCAt10/TUeFkMqew4AFeMDQlmEtAjPgnCvkRYhDULZvlenaH9+U91na/olcOcYGr5700Mtbv3KQ8NKfi/3V8n14RRtjTEJSTJHL72bWN8DInGkIUIWY1hWtz3Pp+JXqYUNamGTWtigEtYI/JDP3HnQMZBt2NZ+i7Sx/MsdB9a8P9DTjac4fRAweKVHPeZRTG+a5v/89nvITXllm11uX/jU336aJzzmyezdcRkPv/5R/P77/gBEP+PPUz6+DEkTjVKKt7zlzTz20U8onuFXv/rVvOD5L+K3f/v/sGf35Wzftoef+enXkiRJcbGnPuWZ/PzrXl/sobXqGJ/4xN8OtHd28w7+5E/+FIAjR45Qq47x0Y98jKc8+RlMTszygT/+ILObd/Oxj31y4Huf/MSnmJ7azurqanb+HPxknh8U5L/zUhTZREvTEinCBeoO56N9uCgX5f9FuegJ+jZLnlSeakeI0KwqDJrExPR0RE/H6MKk6AgH0k4XKRWyHrolyZr7tTQ5YCVJjSExKamJmZya5Ny5cywvrzAxOU7fiFuyYg2E4djc+FkCdfkm4yFFBaQGo7EWnnLJHo4stunGq8SJxhZKrqUmq6TWY+/sKM990kOJuz1WV3u0Wz1arRbz80scPgQzMxPs2L2V/9j/ZbRxLFzN7RA0LCtHIVoSeIGhOhPysIfsYGS06nrgadotwUdvneKaHTHPuwzOtQNOr1a4/UydY8cUtRnLF+88xWMfuA1JqY6DlWgtiFJFlECUSLCWSpiiVEqaalqxR5JIfM8y3mhRryZIaQvPS/+eb2zIXbtV5/k2lnrdhdsszMdMT0s8X4LQDpQ4dw3Cquwb7jxKVNC2i5/VEEpSje8pci+HUCkBGqgzPbbEYmuM+dUqgdcizBRfIS3C5OxaMrMmZ9TlxhUPlF6JkVAIgkChpCBNDZ4CqUTRLZvNJZtGqKTLUhdWkyykMSP+6CUe46FmVBqWzFpLZR6mV9DK5l4g4bxAQiqkGMGTm0jMMVJzGkvixmudDT8HZeVq6dqmzK8uuMNHsvuUdaMaVDMLasZMVQAF54WZ3dLkyKFFDh9aYs/eCYJArblWPiDD88Hl3Fy4x6j/nXJ/nDfC8ySjoxVGmmExViYLjds05hTvKIHQH5yXqe7Tca/1ttjs3AHWNPnmN09w5vRZtmzdzL5LZpGq7by1mc6dn7fcvnogSWiySS6zGAuqgUYZTeAt4SfjdBtd7jjW4/sf2P+OktJ5HvUwc1lf4ihleanHtu1jWR2k/phXqx579k5y4MA8hw8tFqxxqU7pxl16SY9e0mOlu0pKjEeInzQRUmKVs5onXguhA4SVA+tgeUkcBLj5DbFZCRyBlbZQwi1ZbpC1rtDp8EgLW9QFKxbZ81FCZ4DMGgFiyIBg139thSvIbIzFmgStumizSsX3EMLD0eO7PvleABYCWXXMj2kWgSDcs9fuxdx5cg4pPfq1uIYvPtioO06cZbnTY7RWXd9RWt53Ctwohw50Xq1cmVdS8ou/9Dp+/Md+ipe98iXMbpldc9qvf+0b/Ngrf5yffd1P8T3Peia33Hwrv/SLv8L4xDg/+PznIoUk8EN0ohECpCfQ2s2DwgAIfPbfb2J28yyf/vtPcPDAQV70opdzzTVX89KXvXgANNzXPfpXfuWNvOUt/4trH3gNYRjyjW/czof+5M94znO+pzjhh/7kz3j2c76HZrPpPD0ZY2wB48TwOPXHS2sH7C7WAboo381yEQR9m2QYNCTaopRbsxKbENmYSMekNi9EmoGgWGN6Cf54IzeNZgve+UMP1pcMVNmUxMTESY/x8VGEEMzPzzM1NYnJk/6LbwxUhyHXdPJNvd8/94cUPsgQazUIy2wTfvSGB/Lpuw7x2UMniRINSJSuoG2FraMhL3v0DNXaHPW6x+QmDykm0XqGqCs4duwcJ0+e5e6j55jrHkeKHWgjUVITjMHUWF9ZtdaydWoMJQxSaraN1KhOWTrnBLfcVuF5l8FffmmSTlsjDIRTAk/FnJ7rsdzxUBlLWpwIupGiG0liLQh8g+c5ENFpe6QasAZHHJRihebEwijVIGW80aZeTfCUQQqTtWtoLhQOCTswdsVEAQdwBDSaEKeas+ciNs1It4lR8iyK/ozIQZHM6vv4nguHimOD5+WbeL8xipTR+gpnFidZ6XpMqMQVTaVc1yJvr0uwxcosClOA0AUAlgJkoAhDRaotSWIJfJkVX828XElEnBhWYokSBiULvZnUSBJtUKbvjcs9AflEc/U1DLZgRMzj7D0kFXyxBSu66HQOa1Ms6XmeBQqvppu3EotEG8N8a6HwOhmT1fXAhcYpOQhuco9JGHrs2jPBwQMLHDm8yO49E66I7MD9X0dZLs2JNUxZ98sImzHOSacT9++P5vrLRvjYvytW2jFjzRCXJ+DA8sJqzOyEMx64sE9ZeESFAE8FGN3kzjuOMD+3yN59O9mxcwJtltG6T2iQh/QNh/C1VqpMzOzn3PIYpDWaIsJaj7nWVqY2nUUaj9PnosGeSDdeWps1YYHuvJaF+S5+4DEyGg5cLx+LSgaE9t89x9Jil4mpGlHivEC9uMdq17HOVfQYQkh00MWIpPAQWiyIBKVrIHuFj6H/5JY8OhlWKeausI53I6sRNAwMrJZkeCNbZyHjYCb3FrlItvy7Q/NHUJTqEcIM7jGl//sXzH7lBwntwJMGIy2JPpMZF3yX16eCIn8pid2YKOVRhHUbw+3HTxfeRFcnKnc8mQ0VbWMt95ye5/o924b2EEdn0kfTrpMOAJGVK8g74ajvLf2597RnPJUrr7qSt7/1nbz9XW8dGCeAP3jfH/KoRz+Sn/7ZnwRg7yV7ufvu/bzvd3+fH3rB8wi8EIzEmBQ/8IjTXpHfVCZIGRsb453vehtSSi679FKe8tQn8ZnP/BsvfdmLh3o6uN7em/z4j/8Y3/tsB3ishRe/5Ed4wuOfwulTZ9k8u4mzZ87xD//wT3zyU39NYaDKQqNdteoNFgxB8ZwPkyJclIvy3SYXQdC3QQYMcplitdJO8H1Hj5qYhEQnJDanIXbmPWtBt7uoqu/ygMrhPPehYNywGGtIjSbWMWOVEWq1GnPz8+zLlJlhF3iu7BUKQGmxHTDaCVfIVRJipVNWpUmZaTR4yfUP4PuvvpSvHVvkyFwHBOyarPOgHWOuYKqxpDbFFdDrABavorjsilFmZ8d55Tv/mpmrNM3aCkutCTAWKRw1szZgjMdIPeIR+zQV/xSVSgdfaUYrPcxkHT/DjFJawlGQgctRMp2E7TN1Ti04hjhhQXkW37OMNDXNaoqvLCojVNDGbfDaGFJtQKQoFWEsLLdrnF4codFNmBzpEPppptj2x0xkCou7xeubakWhaLl7PD4mmEsMC/MRk5NVlOyPulMCUhzrnQHrmM9cXwWBr4hiTS+yeErgeaJ0KU2gYkZqbZbadarBEhVfIxFY64qgmhyU56F+uFA4aVRmee7PSSlAKknouRoV3V5K4MvCgxOlEKWghM1AR19Z8zIr9lJPwRCbrquZ4cLgTAbM8lh3F96h8OQ4npogNvdgiAaUo/NJoVgLcLx77t4utBYdCGxmld6tRVhLJaw5tqY1XgBJGAp2757g4MF5jh1ZZMeucWJtufPUMr3EsGkkZM9UY4P8lrVhX+vX5bmQh7481/rvTjYV3/uorXz4X49xbrFLLZToNGGxk1KvKJ7zmC1Zu/rrFIDnVTB2hDtucwxwl12+h23bR4mTRay9d2OMtZbRIOHAmVm2bTmOmDxHnIRIYdgRRERRleMnZ9lT7Q7139Gw6w1yTeJYMz/fZmZzMwOc64+X77nQTK0tqU4LD1Av7tFuRQRpA+110TILabL0kZQFTYoHSKtIRWmNtNn8zT0wFvK8jHxmC2FzorbiftjcjaQ0aC/TZ3MGwJInRWUIx7grIjKvUg62chTUb1H/uiWgln+edSwDGllbsBmxgsGaBNAo5VP1Q5I4wWiN53kElRpCOM9cfgVPWIxQBd3yYLhoGRBlXpvS/O4l6xkosvbZ0l6H83CtCd8SDoAqm9XnyvaoX/7VX+R53/cCfvTV/2PNo3LP3ft58lOfNPDeQx96HX/0+3+MQOLJgDhKUJ5Ck5LoPES8zwYHcMUVl6OUKp7fzTMz3H77nev0577Jgx/8oIG/r7/+Oq644nL+9E//gte+9mf4y7/8CDt2bOfRj3pkFvrmgGBOMpQbAvtjlP8SrtYg9zEf6KJclO9AuQiCvg0iRR9WWAvdWLPUTpiZCEEYUpMSZ4nj0PcM2F6ESVLCRoCwCWRJ64UM7Av3YnEqWUeNhcSkJDrCCM3ExDgnT52m2+1RrVbWbjjnO62FUpW8bGP1kCIDQjZFYLA2oRkGPGrfDI/aN+QdKXlG8tAui8HolJ6e4zV//Ck6cpLlhTrTM2dJUo9O1CAthU1Vwx7X7bZsn86U1+yMP3rDNt7+2RNIHPOU33DhXEJAIFap92o89IrNGNtDW+FyZ7JaO1I6748UfXXCk5nigM0STbULXyGh4ic0axUWVhocOzdKsxqhpMEa6YAaEHiGaphQDROUNEhpCjBk+7tW8csx+nlMTVna7Rw25OBHY4XGnVljbIwVURbukt8PSxgoul1Nt6vxfYHnqeLeCWuoh21avQpzy3XGG20CZYsifo46NwdsuZfGYq2j96XwEjkvozUWoQRKQRBIel2D57uLzfUUJJKGp+nocnqiIFSGxAiOt3w2h+mgRdsOhsHl38kBkBQenpjCijbaLGVeoPvmKRX0wcwwEKJpXU0k5eF5AVKUqbDLyq0grHjs2jXOwYMLfOKLR/j8iSWWugnGWgIl2T3d4EUP383MSKUISxlmXsvPuW4rL8A9NKiEl5Ru4Gk3zDDeCPm7L57i6Jkuxkp2TYU857HbefCl4+z/ZoSxhsXOMtZaJmvTYEe4/RuHWF5a4dLL97B1a/OCAZATy2XbfG66p8bBZA9jo0vUqm1S4zG/OMnyyii6J9m0bWmgzQKRFX3sewfLny8t9kAIxsYqG46LtZbV1YgkMTSaAUma0I17RElEu9dF9xSpamNkknk4yjV2snMIgxYR0oQIlZQ+y8a5/Cf9twp8LS02le7jLDSuOLsyGbGBC0Ndg3FzwoQck1kBOvMa2QwE5WXLtHDAKh+kwqA20J2BNlLOQTJu3QiUIIkS5zkIQqzRJCYv0jwoUirXJuGosMGumdPOUKAyMOjWlErgrwvnnbfH3Qdn69PFOaRQ2fPuGPsEAqNNlg+oqAZ1brzxRh73+Bt5y5veyvN+6PvXnF8U/w8OSKBCkkS76yhBN47IiQqEyIo+Z9/OvSkCka21sv8srOlUnkc7WPsoWQcE1mq1/r3I5MUveRG///t/yGtf+zP8yQf/jB/5kRdkeXlZGEkpzXt43y4bM9M0N4xdTAu/KN/dchEEfRukr7s5VrizSxGeJxipeaREaKtJdJKForlaPSYxJMsd/IafJcuWPD92cJMuPjhPnO/gPm1JMxCUpD2mp6c4evQYi4uL1OtbXXjDmsW85KkYvpwtbbR5yJ70kUZjZRVMVqB1Xeu8GHgtsIWVD+sU8TF/hEUlOHd8jInpFls2naDVbtCLaligVutQ8bpct/UG590xFBvxNZdO8vA7FvjycZd07fsRiJjuPCTtKq/5kb1UAuEU+tINy/c8MdRSdyfcRiKVq+HjNiOFFCmNSo+Kn9Lqhqy0K2itkMKilAM7K52QpXaVSpAw3uhQqyTFZ/lF7MD2lXnURECjkd+JDCQIjUBjiDE2oaC4Lu5X/55VKq5afZIaTOre7/QSPCWwGBrBAq3uOCfmxwn9lNFKD0/GgEFkOU5CZrUmrMXY1KUuWOcBKs8JV6soUxyEpd3RGKtR0vCl+SqPnmnT8DRd7bxBoXJFXr86XyU2olDM8mfGhabl4TW5cp+z17mxRyiMjbAFC9x9lMy76u6DRGbFERfbSwSeRyWokJry+PalnP8ihKBWD1j0BH9752mEFEw2Q5QURKnhm6dWeM+/3sPrnnoFjdDldolhC26p733l/kI8QMMdcuC1HJInBTzy6kke9oApTsxpTs4JzMo8o8LQ7TpF6fe+8HFaesmxFFbH2KF2M9LZxOWX72XL1gZJunQfAJCTybEprpj4KrfPTXA2nhkADESa3bUVFmxvTRekFAWbZFm0NszPtZmcrBKEg9taub/WWubmOoyOhngBtHo9eklEJ+qwvNJ2s0UlhUcv878iSvVlBKBVQpBWUNZHi5i1Kid9oCJs2S7k3laulpYovDclS4e0oGVhABoeg3yOuFfl67pXUllH36+zRcvhDPfd3LtU1n2tGUDZbn+xNGtNfOWTxAme5+GHFSwSV3B1/b3lstnNCCGKkNHcK3M+QKSkx7U7dhD4PtqkBfHIwEBm1I1KOvpoJXKKfotJTVY+whR7qzWgE5DK59d+7dd59KMewyWX7Bto6yWX7uPLX7plAAPd/OVb2btvL8IqjNH9MLjMUlY8fUIUjIHleyM2isgQ/fenp6c4ffpMfjPYv/8AnU5nzddKtopCfuiHnsevvOF/8rvveS933fVNXvjC5yPIQhKHeK7Whq735XxFUi/KRflukosg6NsgcarpxinaWOaXExZaMdunqyhliYwmMZrUGkyW1Gi1JV1qIUOFqgYgFVbI0gZ5Hxax8mZnNMLECKuz0CJNnEbUm2P4vs/8/Bxbt26BYjvLIVO+aa+jAOZKqS0t4kJkVtwwO48EDNp0uDAFNbfIesSpwXiCShMWFmocvHMzOy89y0izxUjTAZuo53PmwAwPfOZ0FkIDVuPq/2D50Wfv4+qvuPoUyRFJYhSXbOuy9xExUXXVxYB7Xr9/pd1JlBWZkrJrbd4vCTbz0AmDkhopLeO+ZqTeG1A+AYwR9GLJYqvCyfkRpsc6jNa7A0Co8AQW/znWtjxe3habnQES5wFahzENMpID68LxwiAvDOqWgcBXKOkABrbLSDUi0RUi3eTsSoPxaotA5RZLgTaSJPbwDHhZTpuSFk8ZlHSKi6t47iaEyyl29ZzS2DJSkczHHv90ssnDN3Vo+I6Wu6clX1kM+PzZOo/bnjOE9S3UfUUqZ6DqM7PlXo9+ftV98WMOSRkIlZToKImI0jjzPJWep8IDNAiEjIGbDs2DFNSVQicGL/So+Aq/KTm51OHmw/M89rKZC2rUsJdjI2dQGYjm42JLynxfDJ5UbJv2GG8qjpzazMLcGW76wpd45JbrWOwtEcVuHNvdc5z15nj41oexddsDiZP7DoAAqoFPbfMS1wm47XgTE2p8L4FEsmskZsu+Rfa3HOCxuHHXqbtO7gnKxVrL6kqPJNFMTNSyvouBz/M/262YTjtmZs84qc69QD2W2itEcYoUQ4qkWGeVEwCa1Gvj6SpISEUeKlUyNghnUBBWZHVPSzk8mUcnZ3ErwtgyYO9W2FLIWOm2lduU58kNAL28BUpDFmpbzN8spycHOgPn7r/DWG2KHZOXolNnbHAASJFow/mySEZrNa7atoVvHDuenc8WXqY+ICqDIcsVs7M0vBBpJZ5y9OM625NyO5pAorKEKaOd8dBaRxgkZfYcZsBVyv5vow2XXnIpP/ADP8Af/v4fA47cQZuUV/3YK3n6k5/Fu97+O3zvc57FV275Gu//o//LW9/2VlKt8X0PbV1o+hoDmFjnOYShqPT1H8wbb3wM73vfH3DDDQ9Ba8Mb3vA/B3NzzrOtj4+P8axnPZM3/PIbecITHsfWbVsRBYPf2uuu5xG11pEieJ5XeJ8vykX5bpWLIOjbIEfPdlG+cNYrATPjIfWqdAQFNiW2CQYLQjmL1mrHUQuPVLEqSxRd4/25NxlcxYXVSBshTIowKdZqUu2R6h5eVTA6Osri4hJp6mrTYDOLZgkM9f1IJYt89slwKLKQLlFTSUff6TwaKcZGQx6rDfokQFjJT/32l6iPglQwOWOYOz3CNz5XZ2y6hR+mxD2f1ZU6u8dN5hmwSKnAapfUal0IwCX7KrSOwY1PP04SG6TySBR8+dSXaCWLPHHPo9ctxLheu/qbliqsx+4jz+UA4BQRBzD63zPGkBqDEYZqpYU2NU7Nj4M1jDUilJd5XIbDGoQDOznwElm9G2NTDGnuK8kAQ/l7DHjnlBJZmJET33MhbcZYAt+BGV+3CG2XjhpjsdukGRp8kdBNKnTjGlrIDPRkioqnmR5dwVMd0jQi1ZpUG5LUIBAEviMH6KUxiRXcsCXlkwcq3LFUYVs9xpdwtufRSiSXjEQ0qymt3JoN5OxmAx6uAYXXYLOcgdx7mHsQL0SKzInydwoMZLOChYooiUjSNMsNkBsCEYC5VsTJpS6jVR9fSnq9FERKGHhFPtcdJ5a48dJp7kvVgguIhDuPklNmTnMeIiWgXtHsnFV8biHgeHoAuA6hK/jKYLQhjSTGJHx9/ms8rHUpzaB+we0tt+nw3AIrNiGcWmLf2ALWc7T5WIFOPA63LRByYP+8C300ljS1tFYjxsarAyF91lrOnmkzNl4lrPjFe+XrgfMWzc21qTd8goqkHXfoJT06UYeVzirYACsNeS7OQLSXLYFqFzeKFhFIHKmLTLEarHRMYjYHJ2VrvKXIVe8Ds7JVpQTaszlemD8GwFBm0BBZGwWlgqsZCDJka48bu4FTWIntE44OeFRBMN6YYt+mB7I612N0i0X5ktS4mmD9NV9nj97anJInXn0ld544RWoGPf19QJS5agDfUzzlmsuxQJq4kF4hXVirki5EzlowRpPkPPzCUfBLKbDCYGz/B2sxmbfcSo3yFMJKXv/6X+TjH/844JjtrDI85CEP4Q/f/3v85lt+i99+x7uZmZnhF37hF/ihH/whB4BEQpT0SmPj+l82upTfdb9L826g8/3F+C3/+3/xo696DU984tOZnd3M2972Fr7yla9mHixL38mWz7VB8+OLXvzDfPjDH+HFL34RUgT9e2JZF/SURYis/IG9WCT1olwUuAiCvi2irWXTWICnXNK9VJbI9khsSmRiEqPJ1d+01cUkKcFEI6vgaUs/MLhAl6Tsssg3zpLCLk2EJMm8QSnYBK27JCZB64TJiQYnDt/B0TtPEoQB1cY2mpNX4geN9a/Xv/DA5XNxrErgciwCjAyRNiRn7boQha7VbrFZWZbaGlX3kE3BbGhYXZK0lkcQAryaZOv2lHa84HKvhEKKEIgxJs6UDMOtpw5wKbsZqTZZ1T2sFVT9OolZ5Z6FA1y5aR/bRrb0219YW3PNkaFdLvvbOpBncwXBWhCJyyMqqJssWhuiRNPqpkSJyxFRXgeZppxamCLwNXWZFB6V8kiSjaUrsOrCCrOsKfL8pzwxNv9GwSCXAR8yhaZS9YqaKXlh0ALQSoMC0jilGS6hhGGhNYoxCl9p6rU29UqE5+WA3WOxU+fcSoVasEicrJLqlChxrHGBL+kmIguXcS0+qhU3blnhG/N1TnV8DIKKMlw/3eaqyS4ntXCeq8KTYQuA4iygfQu6MXnYpsFmIaPl4y/EaFConRnrXD6IOfBS0uUhCClZjbo0eh3GayPkz9d6eKN4SzjK6krFo9dLESQgE9I0YnFlmbsPHWR8ZCcTY/uQ0h8KZRw824XkAq0VkVnJXR2ZPgjqJ8YrCfVQc3D+DqTvvH45I56xJiMU8FmNuhycP8K1s1fer3ZEiSGKfKxM8MMUnShMqhDC4ocxNlH0EkutHiA9ZzyRAs4I5wkqaq0J593pdhO27xjbcB2x1tLtJqysROzYNYa2/Vyg5c4qsU4IZBUj+sYS11IyD0PuQREZY6ITLROkCZH4aC9CZGFsTnnN56Poe4PIqdz7rh1rhcsDyr0zaxw0/TXHOXT7LIQ5K+LAepRPW9V/dqzpz/9iXhd5R25NEkIy2dzEzvErWTzVwWpH956amDROkDJEKsdSYk0MqHVB0I7JSV706Efwwc9+bg0Qyu8FWJQUvOAR1zA7UcWK1IVmGVEck6Zp9kAJhBR4SiGkwOXNJsTa5SnlRCn5hHjnux0TXJR0Xbid8ti1dwdnz51Bp5okzouEenzfs5/Lc773B9BpirWuv9ITpBlbap4HlN+Tn//Fn+OX3/CLhTHwPe95D2EosPRzfN72W/+bfAoJC1EUU280iqd4y+wsf/OJj5LnQwGcOHnQ3Tqr2bFjK6ut+Xx20LdUWUBy6uRpJicneOb3PItho0nZA72R5LlcSqkLNg5dlIvynSoXQdC3QbZNVhgb8VmMV2nrHtpoNAZtDanVJNZgkZhegu5FBKOVftG8LCu2X0SypJSX3QzWHSXK3ow8WBqy3wZnEnQFMbUxGB3TbZ/BrPw7o/4Zuis+iefTWtzP0tmvMrv3WVQbm9fpVU7LnF+qrKg47bCsIEpRdQUEURjTxdqIe0te/7UPfIXtNcF/3HGMB1y9k3kTIDzB6CbDqIXYSHxlGIkMv/UTTyfXBoSVKBEgfIE2KQu9Vc51lrk0yC3lZJY9S8ULWIm7HFw8yvbRLeW9tW/FhD64zCzSxeYjJEJ42ViY7H55WBLyrdIYS5KmpDpFihTfc4qXNoZqOE8vqjG3XCPwVxC+cNTaQD90sG+VTktjOlDcdcBF5TpQnh65EuYJSaebhRlZF2KitSli/l1iMCRpQsVbZtNYgrGS0I/xpUFkZBFCOg9lwyScXmySpB5CStJUEMXg+ZZYp0gp8DJmpbuWIr62ZJjyfB6yNaZmWhgrQGn2dyV3dBRjFad8W5MDPyeeUviej5Iexmi00Zm1WiNsirUJ0gZuDESuoAyNyTqSqxT5Y2P7A4oUktCvorwAJV3+znx7BSEEo9UmstTAPhEFTDcrTDdDTi51qQYKz5eEVhHFyxhSjPXYNmpI0y5n52+n3T3L9tlHoKRfutvl+1zc0oFr3ZuUayGtSWcolCwHhOZW2ojx4lNHk53nEOCA0UpvkML6vsgT9u3m3/Z/nfpYl6gXYG1fmTNdSVhNsG3B7JYGZJZ3a2FlJXb1abQhSg2BEpw926Y5ElKt+ZwvvGd+rkO14lGtKVpRhyjp0Ym6zgsESBRGWqTIvTf9e1hY+oUoqbuZt0WlKBNgZEyfynooPEkMzokyxCkMD2UgJPIDB68liveLN/vXKL3ljssJS2wG0MvHCJe6mIEhz/PZOr2Lqcp25k+2SCLN7PZJUpuQpDGer9AZVTpSYY1GymCj28vVO7bxE099Av/0jTu4/fhJ56XJ+ikFXLV1M49/wB62T45irM5YJ0VGGuSebVdDLytejCvqrU2aeTJyJso8d6sPOsrGH5czlJDqFE96+F6AEp4LMU81adoHaZ7vEQQ+qYnRpkRUMLCM9sfQZADNWFPMj/LhURRx+213cOedd/HqV79qwNvnsM1g/bjiu5bB97Nlq9vtceb0HO94x7t42cteThgM0Wbmx96LlIukrrccXgyRuyjfTXIRBH0bRHmA0KykKywnWc6DcNz+RVy31iSrHbxGFRl4LmRN5pviOlbt4i33wmZmQ5tb0gBsishoPoWOEaQIm2Sbq8DYhDiNWDz1ZUyyhBVVUuNRrTSxxpD0ljhz6NPsvOpFiHJ9lDIQYxAA5X+vWZ2tRFDDkx5G+GjTRpsekGZWQGd1Lq4gwNOGS2YVo9XLOLh8N/uaO2krSc84pqVRPyHswGUTGkFAHzS48DslBUJ4rpaJzQuhioz1yCu8PQKI0mEFr0BBa6yDa0UCfmZtF0VStSXGGE2UanpRQpwmrlBtkjoiDGPxVYVqOM9yezvNTsh4s+fyFITuNyN3OQwBIGfgW9uo8+nIQjgPDVCEHTnLf9/DIoUAabEmIfBW8TxVKFkis06CszBaE6OApfYkAh+dtkjTFVSgQaQEUiOEUxq+frYDQCQDbu42SLo9ahWflaTFcqTZHBrGwrjwwggESEHgBdTDOr7noaSLa9dGk+qUOI1JUgO2g6QCyL4htaTM9sdyvXuXeUdK+Rlg8ZRP4AdZSJwDecYa5lrLWAtjtWaRLN33HDpA9fgrZvjTLxxmuRPTrPogYlKbshp5jNfg6lnw/RrGaNqdcywuH2Jq/NKNb1xJBowN91Nsae0QQhDKOpEpqqU6i7rMPW8uFGqyMlqAqvsqk2MTBEGCMXIAALlWSHQqadR7Ljcjy1kTAhJr+PzBBb75laN0opRASXZWA77vYbuy8V47/621RFHK4mKXrVtHSE1CN+rRjXssd5ZdfldmLMkT8AdsSiXpswbmJxdYmaB0iLQKI7SbYzkFPsVqPGg4KbBL5q2ROKOJliVK6OGxFTjDFWvncjF2+cn7nqbSwtw/TdYQIQUjjXF2TlyOlzQ4c3QBpRRbdk9ztnOQUTMxcHZtuiAbWPS9uhx2TE7yssc+muVOh2+eOkM3iQiVZt/MGOMZ81nfQ+t+nO3FoJPkvOd2zc9Gd6AeTh4IW+6/mwOJjkl1ghTKPcNeVgjWOqKANE0LwoBQ1cAzpDZF66SglM5z67Q1CGuAgFQ7UOHmTT4/BH//D/8fr3rlq3n6M57Kc57zrKK3rlWDAMiuebG2w+985//hbW99O4961CP5+Z//+Q2H5d4k76PrS9mY2l+7LspF+W6RiyDo2yCpTWmnZeYjUWwoAg1Gk7YjhJSOCEGIUm2JdQBQIXbo9eCS6PJ/EsBDmAiBpohhFs4ypbvnoLeA59XxjSGKXO6DEAIvaBL35mkvH6I+tve8fSxbkzZWkiRCBAisS5YVbhPsdXscPDjP5s1NxieqztpqBYkQ7BiT7B4X3HPmEk4sWuoTc4wygrVwKD3GtvRSXvmaRwOmhFMcEQNWIUkZrYwjrJv6R+ZX0DphOgiRGZmABcaqo1nb+7pDtk273yVPyUb1SASqeGURaJ3QjRN6SUKcJKTaEKcJvdjlzgghMgW7TcVf4OzSOJUgpl4xyHLhbzsYxNAHncPzYj0lYe33SniHnO3NljptsEglMAi0Nvg+Q/lSFowhTWOSNEaqVaBKlDTAjKH1JDb1kPIUkTmLsZpEG1Yigydw3hxtMEhiQBuDFJaWdonlZcyvhKQW1KhV6gSej6f8LM49JdEpoUnRGeOdpQZ45HkC5B4/cpra0kgN4vghBdgpsYEX4CvHTuUpLyuY6J6bxc4yCBivjayZD9bCI/dOs9JN+MfbTzO3GpGmPSyK6brhCbu6VJQj1ZDSUd0urRy5YBB03+XeVCXLQ3fv5P877EJ0rMiKpWLBGqQfU5EjXLpp+3+qFYGS6wINAGMdm2CU6oKkpJdoPnL7SfbPtamGisCTLHdibl7psfKlw/zEEy6lWVnfO9FqxQSBpNpQtOOWqwnUa7Nc8gLlfXciEGvW0/XFYjAyxdNVEtV2K4QcPN5mboo+e1hpfZYio6MGPOtY3WwZY/RXsmIPyEhe1qw9lswBbgsQ7x5sMXCMlJJ6tc6Wyd2Mh7MsnmmzsnSOSjVkcmudY63bWG0ts2+KQj92Z8iNR9qFxKlwXTBWltFajYfu3YU2XYzpAtbNKSuzMMFBMDA47uufuz8iOcwcGoMNxGLRNsUkBiFShARP+ajAw0O6dUgb4mw9VspzZA1elnNpTQaInCHHA1Kjs3WFEhASPOMZT+XEqUPFmjPQq7z4bkHukjX7PMa1N/zyL/KGN7wBmRFE3B/jgzGmKJIqRN/YdW/3MJeLAOmifKfJRRD0bZBOGtGJY7o6Kjw2bl90+Tm6l5D2UvzROq7gpcg2ocFl/14XrnKAsE0Qxv1YPKTVpRC77BAsadJGGY1QipWkxXy3S9puA65mzuYaTHYXqI3uudd+luue5At2GRjlHiIpfJBZPSKjCCswPl7j8KEF0nSMqek6UsL3P/Fyzt1zDz/8wIAPfyPhwIJh4fQ0i0IwEsLTtl/OcqVCt62p1jwXClhgvNwbA7/3mWMcWwl59D7oxgmxMbQXlxithjSrmqpX4dLJPaV+MAAUht/L+5O/7zYoi6WPXIxJSVJLojVxktCLY+I0JUpi4iRFW4OSkl4cUatIKuEiy+0aS60Kgd/CFxaZb/ZlEGTLIGjwbg4D4fXuAdgi9IvMm+QSqftJua794ClItSVJDEFQLkbp2IaiOCZOe6Q6xtglZ7k3AqSPFWMYO4OwEYYVhAAlUlIDUvho7WrvlPOafNHvp5QSz/OoBlWqYY1KEFINavieC3lLdUqqnXdNK4NWPklapRrU6cZdEh0VfS8DoWJe5BrIeopFpjT6XuAKsSqVgaD8nrscp8X2ClIIxgogNHhPnnbVLDfsmuQbJ5Y4cuprjFUSLpn2MCn0ugnVqo/yXM2TVEfrmDHun5Tn6vnq55S9B4+8dis33X4VACpIETnhhrWYpMpTr3qsA2z/Cel26jTG88TzwXZ5nqG1UmW1Z2lkUT+fPzDHwYUOjUAxUgtcnxJDs+pxaK7NZ+46wzOu2TrwjOb9HRmpUKt5JDaiF3fpJT1WOqvEacb8ZVUBXPJ6LwMa6XndqaBVF9808UyNRHRKnrW1kuGh/L++lzIH4hnF9drvn9/I1f9IMJhH2IcJnvJo1saYGd/GWDhDeynh+LFzeJ7H7I4perrFPae+RkvPU/NHCv/Amr1GWLRpI0jc+i1UFga8fpuMiTGmRz80lawG0Dqeu/5Fzjv/+/O6dFw2LLZ8pjW2IRdmZ3Fhv9o4MgslFUr5eMoDJDo1aG3QaRaqp6Sj6FYZ8LXalXsw/dA8WTKK9Wm0S+yVUFp3hDMuZGC1jHn7UHyg4eSm0vsDgIRwUQ85KYItwuNFQXp0US7Kd5tcBEHfBolshNGCOI87FllQkdVYbYjbCV6tgvKdB6OU/gqssXv1pQA8fe9O/g1hXJFSkXky8k23rNz3bWqW08vzzLVS+pX5nILcjTV/fstnefUzrr+gvm6odOW/rQDhIURWR0ZKPGB21lV1P3Z0EaUEH//iaT722ePsmba87OqAl14fcGxZc3rFUg8EW0ckn96f8gOP2M2B/QuMjoVMTtWo1YKsnwJQvOlvv8wtR2Oq/jTsA8/XYGOsFXTTiCCt88Q9D2esMrJ+OEwpBn+4ztwaIFT8odBakGiX1K2NoRtFdOKIJNXEqcsJCn0PJVxNjoofU6/MEadjxKmjnM5Ba1Gl3Wav79U4dz4wVKoln520AFWWAkjnhmVPCVJj0drieTlAcjlOvSQmTl0OgTFJlucEqWkjTQslDZ7YimUaiWBb7ST3rMxhrY/WEX7gkZoIbZ1KsCl0lNlIQeiHVIKQ0K8SBiGhHxL4IZ5y+Vee8tDGx/dSN6YiwFiPht8k9FM6cZso6ZHqtIjhF7YEhETG41UO48ys6BabKT+OGU5Jrw8A+tOB0M8VKErjSe5iwwLj9YDHXLqJI7WQTm8VXzWwyhFpdDMgZExKtZIBqXVCSe9P1NswaF/7+eCcaFbHecbVOwFYPr4LE7pE7VF/mmc/6EFcvX0ymxuDJ9XaEMeaatUruh5FKb6vUGrwgel0N1FtLhIEKXHska9AfqCxVrC4NMlqZJnNjv/S4QWkAF+69TAvZhn6Hn5i+PzBeZ5y5eaBNSfPf1LKAdWoG7m6QHGH1V4bN9Mk0vquEKcoWcZzdELxNJ9nAC2J38JLGihbIdUxKN237mdisRk/iijyV8pKfxkM2XXAzLCsYZnL57LM8xQFUno0wjrjjWlGa9OEtkF3NeHkiQUQMDE9SjgiONM6zNzCHDpJsN5Gavhgn42JMEQIBFJWkKq2ZqwceI7IvfPrg7f8k2Ggt9Hx60l5vGzx9WG/UjFchbfMjXWqXV5hIkRm7PBd6C8Sox3ximOwc/dIZs966FWLvCZjnaclb7ERgwCIMjDK/i7atGY0Sn9n39no4b9QUKS1a7+U/X197SitLxd9QBflO1EugqBvg0QmwVrpNsIsLEfYFIwm6cQIz0PVAvJiO8NhD+ffkMsbR7axWIOwGmE1jghhaJHNNwsBOmwgpE8Sr0JG8ZxLwzN0teRfDktuOHIb1+18wH3ue1nZKivzLm8nzICQACTTmyRRZPidj9/Fv9+2BBa+cRTeoyMeM+vzgBnJRBUOLxo+/M2Et/zEo9HasroSMT/f5uD+BcYnqmza1MAPFH/+77fz1RMdbJavA3DqzGYqtSWk1HR6VZaZYe8N+zZ0+99bjZby3y6J2oJ1tYOMlqRaECcp3SQmSlJ6cUIvScnviCclSZrgK48w6BKoFG0kqel7XoztE0BlV2LjLeq+KRKZvl7wZ7h+ZB4h4cLgFKC1e19KMqa7hESnxKn7cWEXliTVRDpFiBQpTuLJDkJUAMHWmsexjuJMewVlLSNejU4aExvBuK/ZFBiwktBX1MIqvhcQBpUMAFUcW1Q2zhKZWWpdrSNslST18P0Qz6vheYo4DYniHr3E5Zrkno1cQbGINXVi8tELlAuFc+dXg/NAQCOsMdUcx5cb1N7IUEj+/ujIDjq9ObRJUNInDBUW6Pa6+L5lbHRX8b2N7twwQcJ6tNDl17nFeT0PZlmUCllcjOiurlAdn+CNz3sGJ+YXSHUF6TVQUtCNY6qBxlNDCq+1LMx3aDQDGo2Q1mpEuxMzPd1gmJF3pD7DyRMrzG45TViNi/d1qjhzapqYyaJgqxCClW6CrxyxSBS5sMcgdCDYV5JOnKK1KWjH84FxOWOGKI3pxj16cY/lTosojcmt8coEaG+oOOt9FIsmVW28pIERjuimvH6WlXIBeUoLuelpGDoMPrp9E9jwCQsbvmXAC1QJqozXNzFenaEimvTams6ZHgvdeTzfZ3xylMqoYKF3igOnjtCN2kgTovDXQp8NlpjccGaxGNPDYlCyghA5qAVrEoxNB4xyg2cYPuO9SXlghkdu47VwvfVy0DjQNwZpnaB1moE75wHKc4hsVnzbaPP/Y++/4y2r6vt//LnWLqfdc/vc6Y2h944gSlFAMSjkkxCJUUhEjQYLNrBgIyoKFgSN7YfGQgwaNRiMBImIIALSDDCUGabX2++pu6y1fn+svfc555aZgWgw+c57HmfuKXuvtld519cbx5FEgUqETc/GnTrCugtiMsGotaGm1qIWIiMIXDnLOu9oXCIgMxPU5NlQCxRBkOVh2oP79rrB7aX/q7RXCHoeqKkiHOO3LAcmBqNQoUIFGq+vmLhymUwTv2tq017Ptlcl5ZMFc+6iJCH5XdVjoRH0+TENZeNZiq6F1b1zpMBU6PK9B+9+TkJQSqLz9MHu8BJBLtPQO1KiPJ9fPT5huyjthr1mm+bpbQEuBjcPrzl1H6768xUAuK6kr79AT2+eqckm27ZVqNcj/m3dM/x2wyRKJ4AJySE0Ve1heLIM2MSlviswJkXRmqXNM/qxm34muk0pvCTvhYcQPhiHWrNGPQxQStvs3UKQc12U1kRxhJQSJRWRchGRA3gWuUrMPPpnO/w7mV0zy9ywTHnK9ms9M7ZICJK8HdIe8BJcKYgiQxyZBDnOAjtESlnhwhiUgjCCMEyiqGSMFk202QnAZKh5dNIQKhetNaHRBI0qOcdhecmwsqSQ2mpofS+P7+bJ+TnrDucX8BwvUwa0+iUQwsFxBEIWcD0o5HIYUyRSDr7rkXNz5KICURwSRE3C2AJSWNepNOKLTEtstIUO9hJEONdxcBLhKxlCirkCg119+E6L8ZsxSaYNfnfXUuqNESYrm1CqiRAuUsbWehbPI+cu6nAj3RXNbrHcVTPmFoztuutm3TNryedzAJQKEfstKdrkuHHAjgmf4SmXxf0aKa2bZoY26ErmDZWYmGgyOTmF4wgGB4t43sz8R0Xh0NCDPLO+TLkwgedGxMql1uglFDmW9/XwX5uHOXJlDwDzewoMVwIKnsRoyOVcC54ioBkpFvcWcB2ZdSuL1xMQq5hm2CCIAuphg0qjaue+tAIQgJa7Ccaffcg6yIgYLUMc46JF0LFQWy65SeRhYkhLcwoZScsClUpJaaLeJBZ01ulgyNz3BJJCvsC8nkX05RagGy7V4Trj9TGkdCh2FegdLIMfMtHYxvrtW6g1Kwl6W6r9EG2v9o6bXXxK+qUDjI6R0kcIP3EVtVag/z7tghHPxmjmpWlbs0eRjvmMX6ffbGNmtNJJzGaAFDZuTwoHx3NAg+s5FkxG60THaGuySVw9XGld7yxan86sRS3h1z43d7prAXQs5JaYNFPBsaeklLL7V5uiJhu6dmi9mQ0hPS/20l76v0R7haDngSIT4wh78FrrTAzaENUiZCGPdB2LGATPTgCyJSaca0uIEia2liD0NHeDmUUZ4LGK5L7Rbl4wr8ZQXgGGnQ2X+8byPDphGaOxWm23/ZxLM51SBkNs0iMycfsTPo4QaOPwmZ89lCX2m34kxwjiOvxm9Rh/ecaKpJ6EkXMEff1FCkWP79z5CJu2jrFfj6IeGdZV5oZ2TQFwd2Xh6WzFHjwibE6KnFsgjGIcEZFzC0hRJYoiDBaZLRARQeySj10iGaMDg9YesVIo7WIM+J6HkC1tYOLEtdv6M7/zNktHCoSQ3q1UwgzMMGKIRABK4Gi1zfHRDGJMrIlNRBjHiQAExkhipQh1hBLWb97iEsQo1xAowcPjkoYS9BdyCEeijKFBRKwM/blBcnKYyCgcJL7r43s+eT9P3ssnQAommxD2iTmZkGyMJAyL5LyInO8ABTztEMcRkRPhOh6xypHz84RRQDNqEsYh7QlSjU5ZVZMBIThO4gqX5EYRQlDyC8wr9+PNJQDNQUJIFg0dTbm0gImpjURxHc8r0lVYwthIkY0bpli5Tx/5vDfj3umMyGxra9fMSouFnX6d5xUZHq4xPjbBfvuvZGx0CmMstLlwNFII5vVEbNiZpx5Iyo6iAyMDge87DA4WmZxsEjQVvp9axzpbMTo1yqr+IZ4ZG2YynI+IkmY5gsFikZGtNVjVMh+dtGqQ1Vsn0Q4UPTcb7mZk3c5O2nce0mlZTFMtuzGaKLECNcJGEgsUWo24cXHjEsqrMWPiz0Z7oDq38ouxMUaqlcuqfZ0KRGvttbmftmLJhI0NUhLk7LEzHdYhAwW/yPze5fTnFxFWDaM7KsSRolguMH/xIPgRlWiMTbWnqQyPE8ZBW0LYTgbbIvZNt53MJlkzw2PPENs4G5rJBWlahjbrl0hHgWl9m2tw53o2bQqG3Ty+6b2Zaaxtt7a15lC7BVUZlQAjWAG74JSJTNNaiBPXORIlWgqykMJwp4mVHce1Org0ma3RaGOI03gdaS1Fok0JkqLP/XfMQC1QBHcWnZnIPG9nq2F37rR7aS/9b6W9QtDzQTpAmLzVuhmbEC5uxGgjyJVsoHd6YO6ppsekmjvRfpgJBJF1h8tyArVM/rMeGgaGyj63PCN5YsqjL2c38MlIYmhpjwqylmmVnitFUUQYhuQLBaSQiT4u5e59JA6bR6vMdTCm+/hIpTGjD+ktDk3miw0cuX+MK62wMR643Lmju/MWbUuc3+PNPNXnoD09j1KXR8/NkfMUQRThOxHlfDeVRoMgDpEYYqWoNcNMm+1IC/vsuR6xcrPcPb7ngZxdnJ1+UM08uPQMQSjN4WH0NPcdWtp0aw1KgS5sMLBSmmYUoUVEEEdEsbKJLDXYhIYKg0rCyixzIGLB9gY0FHS54DkeYRjh+y6YiKk4ZkMtYEG+H6mHcaS0vvmOiys8jJZoTZbLRWtB0HQJ4m4EEfmcQuOidZ68N4KUlvlwnFzi4x/hxiFxHBMpD8/1yHk5wjikGTYzhkXpllXIc70EjtsCIqRjUvTzzCv34TmdLnCdTHjrGUznO4SQ9JSX0lNeml1sjKGrFLN+3Rjr14/Tt6DMA5vGeWzLBAY4cGE3J64cZLCcCvKzT8LprnKdz5TEHXT6s3YQdLHumdV0lYssWNjN2OhUqxwDUhpynqZcUEzUXLryKkuu1KrLKiF6evLsbNYIgphCwZsxHsuWefzyzs0cffAy6jJkotEg5zoMFcuseXqEipikp7sru++Y5f08uX2Ku9cMUw0CfEcSKY0Q9rdTDhhq249MJnhFStGMbCxQLahbKxDg4OLHZbQTosUeWIF2SyLtPUok7n1tCZKnP6qWJdO0GTIsmqPdMszsKHPp/ekeJ12GehazoLySqOqwc/0UsYrp6e2mqy9H3YyzpbKOydExmmGjNU8RpDD+6VyQxk0ACzpplzvi9H5lKQHsjl5pNlgzvIMgjsm5LvvOm093vmCvELMWsZuK7JhOb9OsolTStRmGnxl3TKfdnQEtISqOI2IRAYmrm5TWYuQ6OMLBRYCR6MRKHkeq5YYrQErHws8n7sU2L1oi+CaABZ7jpB7Jz4lSBE2wSVKZJUeR7VZL+frcxa29tJf+99BeIeh5IKEihArsRiQEOjaEtRivLz3w0/wrz0EAMok9JfFDFiZGZhYh3W7pn2OfN5y0bDE/X72GZuAzHnYiu2nl4DiK0wZrPPj0rznuwBfN3U/RnpyxM06i0Wjw+OOPEUUxvb29rFixAtf3W/0AwEH6JuuXtRK1tTQprq/P7fgy5TlUHLBz3W9YWoyphoIAgSc1vb7i5UuqWRl2WGxS0pcdtH9Wl0y0lXMdiLNp5K0rmLEuWdPiMiSSvJcj9otEsSJSMfPKMTsmh22iT21jayp1G/fgu9ZtwXNi8r5n2yStm6ArHBtTlrWtxSDMFIRS5rzF/HY+05ZVYLrCUWQWIJENhQHiWNGMA6qNCCFjIh0Txjpxn9M2Lkip7FAVaEgywo8Htt1SuhhtCCNNpGIUMZ7QVKIaShyEJ5t4UuPJHA450D5OLpdoVAEkGpdI9YL0cGSDRgBRnCfnTCBEM1ljtumOlEjh40gH5Wg8FRLFLpHj4bk+vpsjilsxKKkrnO/mMlc4mcQE9Ze66c6XMiCEmXmxZhNIO5ESZ5vMAvB9l+XL+/j177bzlQc2UIk1rrSdeHpHhbufHubiF+3DvkPlWedh2v7ZqGWRsfdoY1g3sZOnx7ZjpEsh6kFPhhx1+KFIpzHtXnubIw3dxZgtYzmCWOI6etZ1KaXE8xyiUFEoeB3lGAPHrizx2zWj/PbR9ahIUMr5BFHMWjOK16XpXdnkyS2r4eAEpU4K/vKE5RyyqIffPDPCcCWgr+RzwsoBjl7Wh+c6Ha6RxlgQkjAOaCaxYJVmNVE6CLy4hJYK5TSeHXc5fclN/8FIEBqLQEaHJSS9L1NypXu3sSkCOgQgAUKCiQU46XkgOurrKnSzbOAA8qqX0U1TBEFIT1835f48VTXMmrH/Yqo+QawsUEnHpDRpDFyqMHOQxidy6kk1000lqSmnNcaz7o3JJVvHx/jl2id5cufWVt4xrALjgPmLOGXVASzu7e8YmpTpn53sGLQg/01ryKeN76x/s48J9H77d6Lzio59dFdGuPQSYwUWbQCluOfe33L5uz/AmqfX8pIzTudb3/1GBqri4CCEheM2iRtdqnxJFU42D1lL2WMyS81MZLgrr7ySm2++mfvvv3+WhsIvf/lLzjzzTDZu3EihUEA6zrT+zxzvKz/2MX7yk5/MWeZe+sPQ+vXrWblyJQ899BBHHnnk7738iy66iImJCX784x//3sv+30p7haDng1KAAmOhUIOpCKeYw/FdYC7Xh7lJ0DqbpA4RJvErMSBRHe5we1Ky47icuHiSX23sJ47djNE2CKTUHLZglCV5wc2/u32XQlCLGZwZ2zA8PIyQgoMPPogNGzbw1FNPsmrf/cjl8hm3VanWKJYE4z7ogPYzL6kAkHDhmSs7/ZsxICSNyW3EQY2xQKIRuMIQKYcpE9Prp/ku0n4pjlvWzUELFmMIp1UyvV+za9i11kyMN4kjxeBQaVZG1JEuhVyRSNt8E0prGlHAeG3CCiTaWlcMhrznWTQ2ZS14UlhNoyMkRZm3AeBz8AuzM+Btwk3CiGptIa/T7+xfkfkqSiFx0sR6CQ8Vx4pG1KQZBcQmollXaKHxPCu8NaMoQ7xrjWIihEsBOBgEUSgY3dmg0VBJPzReAYrlGK2m6PL3xZVjCFFARXkiykR1C6pgW+eitQNS01UYwXVCjJEoPYXAZpVXSmUBzKkwZ1HeLKKcRZOLiFRkLW6RAgW9pV7qoRWUc56Pm6BFeY7HYFcvPYUuBFgY3cSNJZdrY/TTMc8YqpSpSq1Ec3PdAhtn8KvtE4w3InoLHqWCRwrFPVwJ+PZvNvCBsw/Gm4a41m6N2R01opCvPfyfrJnYQayU1V4bSZ/bzcGFlUTRzDJSNL1CTuO7mmrTpeBHieJl5rpwHNHmctXZzsfXPcXQ4jpuoY/muEPUUHglKPVo8t0xg/0jdJlO11VHSo5e3s/RyxPmeRcWL2NAqdiCIURN6mEziQUCT5dAgnLrPNv9trMjaWVtn0WbkgFFFFlhOkCjjKHLlUmcyFxWnmkKMCFAy8Ti1lqXC/uXsKh7FdWRmK1jIxRLeZYsHqJmRnhq5HdUGlb4SV07EcLCOmdVSHtGJPmuXJ1Hywgj4rk72zHOaTtnjt/j27dw00P3JvDRnaSNYfX2LTy1cxvnH3UCBy9Y3FGkyWC0pwtcyRhN29w6BCDg0re+i+//87/wvg++l0ve/pbs+5/99FZef+Gb2LZzcyaCpjdO39OnC0Az5N5ZdZQtC9hHr7iSgw89mG9/75uUSkViFRGriDTmS4gExMWxbnSe8Hjzm97MxMQk3/72t4njuG1uCxwnsRI5JMmqZaZczGqfY0856aQT2bhxI11dXZmiyy5X24nZ7rr00kt5y1ve0vHd9PqeT/pDCwvPFy1dupRt27YxODgIwB133MFpp53G+Pg4vb29e1zOXONz7bXX7o3rmkZ7haDniQTWDzisajQO+a48rciYPd9oWtM51SjGCB0mkNj2CpFYhObYuekowqop2acnz5L9tnH79i5GaiWMge5Ck6MHKxzfo1BGMNJwGK2MM1Dum724tg1z+sJLEXe6usoccMCBPPXUU6xds4aV+6yiUCiwYdsOPn7Dv1INoLhAU98hrSDU3mkBg0sNx62a1zkmBkZHa9S2b8i6LIzNdSMkaO3SiAU+0F9sMBlpVpa7eN3xL2CqKVGazD96znFPDVRtTJjWBiGhp6+wS0287/p05YpoHRNrxWC5H60VE/UpDDZvRRClGlHr3hNEMa50kDK0IApSUsj5SNKke+3H9Ezmqp3BSmOBUgEoDFtCkEj90ZOT0jJIrb4orWmGIY0gIohiglgRxBF+ThDFhiCOqQU2Eex0/5QUHrg/Z9jREAyPK+LQJqhNBSwMTG2DanEr5aEehNwXg4MWCiE9pBNjXfo0jmwgBDhOiOuESGEAjUwQy2Ty8JUSxJHGYN20rJUusQxJH8dx8ZRncw3JGOpQzBXxfYuSZYUln5yXY165j55Cl9XQGmMTJWKBI9qfQYo8Z4xucz3rRHaaMUfa1sianVW2V5oMlvOoSNFoxBQKLlJAf8lnx1STx7ZOcuTSvhlFzO4ClzKRLcXElx68jafHt1sbgJR2PpiIETXBt//rp/zdkS+dWRBWjvUc6C0qxmoevaU4gXBP62pd63qSoBnPqggJ6hHLexo4TkDQ1UOoPASGgt/Ey08xvyAYMLMEi3f0a+7fDIZQRdYKFAZUGhXriqpLSByUW2PXweB7TsYY6qZBVTfQYpwDHI+pHUUeWJdnmxPjLKzg5EOksAl/57s5DijkmCbDtrlOts0XqZO8QZZ8J8/S/n3o85ewY/0YKlbMW9SPLIWsG3+E8cpOlFbZGldKJYJZq6vGpMoia3GSxk2sQFVm5qAzs+wq7Sx/5/htmRidUwBqJ6U1Nz10L2848dTMIpQUOesjSQWgXbJwyX35fI4vXfdl/urC19Db29PZYjFtY6K1JjornGlh6hCGpglI7T+uX7+R1174GhYtWtjxWysdgUJrRUS6NgWxjjEohKstymSSvBVjETiVsu7j0BJIpBREUWSVZ80mUraEo/R8chyXwcFB6vV6BurSskRO63BCXV0lKzTNuGbPKQxDfH/u+Nu9NJMcx2HBggV/sPJ7enp2f9H/x2jXJ8xe+oOR0YaorlBK4PeVyBKpZReY6dzr9BIyTQ5pUs425DcLiR0hTWoZUnu0mQmsZnBwYCUrCoY3rqzw9oN38I5DdvA3+0xyZLeiIAU7I8PGySI//N2dz6n/5XKZRqNOFEfkcjn2228/pJSsefpJpqYm+dQ//5Dh7hrufE2hC/pXaQb2j3ALBumBV4aBfRVfvPgFHeXu2DnFb+/4HWOPPQa1SYhCck5y8CQuTm4b4+Mqn5Jx+dC5L6SUV2gDlbqLUjMDuXdHjiPp7S3g+7uPk/I9n2KuRClXpJQv0tfVS8HPZ4yzdeOJCWOF0jbJaj0MCaKIIApphiFRHE87uBMpYg4yJPDaxiSHqg3c9b3UBJRCTMsE2Uhkmm2T3BMEEfWwSRBF1uITaaTbal89jIjjeGY7kqYZYxjyFaoG2jNoxyoDNAanaNAKdv6Xy2O/izFmA667loK/kaK/g1JhBwV/hGJulEJunLxfJe9X8dwQKSzoh8Ag0UiRuMEJgeNIPN/BS1DFVKyJIwvhLbBMqe/65P0ChVwJgELOotDl/QI5L0fBzzPUPUBPsZwJQNpAFGpc17EoZbsceZtXSiZIe5ZZIRtnywe1VuhwtYnShrzvUCh4GGNoNq122HMkGMNoNZi9NpMydHPPhUd2bmDt+A6kEPiOiyMc6yImHLTRbKmMsnpk25z3CwGu1MQxRGrumgR2vs22lY2FDsd2uwwVNF3lMfp6d9Dbu5N8cYp+X3Bir8tofSYwxJ4h5mmCqEmtWaMRNhNEuBquLuAYD+XW2/bPVmulkHiOT87Lk/eL5Lw8ruvRHkfXqsS+jDYMq3G2q1EqpsYxOcmW9V38ywNlNjkx3ooxnELTWqY0xEaxNa7zcK2+Z1rZhE+XQjLUs5D95x2FmOpm87rtGG0YWtJHTe7giS2/ZXRqe8vaAwmaWUsAnj4tBAk4hC6hnQAjVeaSPXuHZ3R/Bv1y7ZO7FYBSUlrzyzVPtgpLhYXp20e7ADRbxR2HJ5z84pOZNzSP66/9UuuCLFYpbZvhlp/8lNNOPoOVi/fnhKNfyJe/9LWscwZ4wTEv5LrPX8+73v4eDlh5CMcfdRLf+daNs/TbPqRNGzeyeHAF42PjvPPt72XxvBX88z99H6UU73rHe3nBsSezaukBvOgFp/P1r9yQNfmaT32Wm773ff79p7fS3zOP3nI/P7/9VkLd4MMf/RAnnHACy5Yt4/jjj+fqa65GSIHrOkDLzTwIAhqNBvV6nVqtRrVao1qtcuutt1IsFhkfH0dIwbe+9S3mz1/Mbbf9nCOOOIaBgSHOOecctm7bkihtNFdeeSXHH39cNuZnnHEG73rXuzp6fO6553LRRRdln1esWMGVV17J6173Orq7u3njG9/I6aefziWXXNJx3/DwML7vc/vtt88YxedKd9xxB0IIbr/9do499liKxSInnXQSTz75ZMd1P/nJTzjuuOPI5/MMDg5y3nnnZb99+9vf5thjj6VcLrNgwQL+8i//kp07d86o45ZbbuHwww8nn8/zghe8gEcffTS7ZnR0lAsuuIDFixdTLBY57LDD+Kd/+qeONmit+fSnP82+++5LLpdj2bJlfPzjHwesBUcIwcMPP8z69es57bTTAOjr60MIkY33z372M04++WR6e3sZGBjgT/7kT1i7dm1Wx8qVKwE46qijEEJw6qmnAtYd7txzz82uO/XUU3nb297Ge9/7Xvr7+1mwYAEf+chHOtr7xBNPcPLJJ5PP5zn44IP5+c9/jhDi/4xL3V4h6PkgA1FDE0cOXm8X0pFM91He5e2mXY8jMvcxqQNQEegYkbjBkaHCWcr4h1n4CN9x6e/qYUn/EMfscxB3jXgYBD0OFASUJPQ4gqoy3Lq5jJSSvLvnxsR25sVJEkRqZfsdKthQkdz5xAjX/PD7bM8FxMLD5qJROEKD49K/j6Jnn5ADVkn+6U2nMthVzMocG6ux8/Gnme8HaCCMCyBgvu/gOjobgNgI8olgNKUFHz7zaMDguzH9pZCxqkstkCgtZmXe2mNmWs/EDmpLCzc3oyaEZbYKfp6ufIlSrkR3ocxgeQDXcTO41VhZIShSVlCIlAVVCMOIZhTSCEOCMOqIQUktAbNWb1oXGQMqTuKXkqSnQrZeKcOelmOMIYhSASimGUc0Q4UWVuCJlSaIFVE83eXSztF2md7FsOMul8aIwPEEXhd4RVCBYOx3LpXNkocf8nAcbYEM3AjXVdhcQzGC5CUUUmgkOtNyZzFN0DbnRfbcXE8gXYlM8s0oZVCxxmiQiCzGp+Bb4bSYK5DPFcj5efJeLvHRt/3SxsZ+WcahLclsu31WtCxru54Xnb8XfZv/JtYaKUWSRNUQBMqiSAGl3K7W3nRrYCe87X1b16IxuMJBIBJ4dDIhOIhjttbGZ7TRlgVRDDunPIp5Tc6dXTAxxlCrR3Mi3M0fLFKt+pwx6HJCj8vKvGRFXnJst8uZ81zyRvL41J7ti+3jr7WmETaZqleoNKrUghqTtSlUIHB1ntht4LiSrkI387oXsmRgFSuGDuKARUdx+LITOWzpSRw4/3j2HzyOgxe8gMMWn8SqBTYdQDFXThACZQaXXKVBxdSQSFY4BfxGnl88WUQ6isLSSYTUGOUgjLTAHsoFIxjXIeNqFzDoiWVeCEHeL7Fi6ECW9xxCfURTrzYp93bhdis2jjzJlq2bUQ0HNy4iVQ5hXISxaGVSuEgchHETi4+HK3J45PF1N74qg4xRbhMhEijHzC072VtmmD1mPAEwhqlmnSd2bN2jZ5bSkzu3MtVszH1BhzmGjsUtZnmBtfJe/v738I2vf5OtW7YjzUzF1O8e+S/+9uK/45XnncPPf/kz3vmed3D1VZ/hn//p+x1VfuXLX+fwIw/jZ7ffwuv++q94/3s/yNo1a6eVZi9etHgRDz16H+VymY/+/Yd46NH7eOWrzkFpzcKFC/jK17/EL+76OZe++21c9YmrufnHtwDw5r97I+e86k847fRTeOjR+3jo0fs4+rijiFVEvpDjs9ddzS9/fTsfv+pK/vGb/8g//MOX8HMe+UIOz3ORUtDVVaJUKlEsFikWC+TzeXzfTxKjWkrzoNXrdT7/ueu44YavcdvPf8amTZt43+Xvp/PZw7N1z7/mmms44ogjeOihh7jiiiu4+OKLufHGGwmClsLmO9/5DosXL+b000/f43L3lD7wgQ/wmc98ht/+9re4rsvf/M3fZL/dcsstnHfeeZx99tk89NBD3H777Rx//PHZ71EUceWVV/LII4/w4x//mPXr13cIeSm95z3v4TOf+Qz3338/8+bN45xzziGKLLBKs9nkmGOO4ZZbbuHRRx/ljW98I6997Wu57777svvf9773cdVVV3HFFVfw+OOPc+ONNzJ//vwZ9SxdupR/+Zd/AeDJJ59k27ZtXHvttQDUajXe+c538tvf/pbbb78dKSXnnXdeAr1OVt/Pf/5ztm3bxg9/+MM5x+wf//EfKZVK3HvvvXz605/mYx/7GLfddhtgIdXPPfdcisUi9957L1/96lf5wAc+sEfP4n8L7XWHex5IxRoTGry+ItJzOrnsZ2V+sByfMBqhQ6QOwURIEyO0jSOZ0+OmTQnqSEnRz9NT7KLg5xNXCMnjlSIjjYhj59VZmANlYE1Fct/OLrZVynSVKpx/5EszV5fd5TVpd8UZHx8jCJoEQcDv1g3zlZvvZXSqDsZQ3meUWJVwnagtiNzgiYhYefjK0F3zcF0v83E2BtY9tYV5vmYqtJx8FHbhuBUcqViSdxiLoBYrio7BJFP/shccjJAuUhiEI+npiom1ZHjKxXUiCh5IZ1ZwWNus5+grYF2QHAp+nljHxDqmnMQvjFXHbS4JY11ZolgghXUVCqLYxgU5VnMfOzFSlBKt4My2dXjJQcd5FkYa121BCjtCIuX0DPSWsYxiRSMIaIYWDjuKbb4LBwvtGimVQGzPTe1zb2Kng9omyQ+B12UwkaAxLDCxQAhDvWFvkI6FjE0ijjOB30ammKxve+JC2uEEIwRuYgFLrUPtA+U4bhK3kbbdMFIdRwAFL4dBoNoY2Nnmfurmkmri7Xezty0TNhOm9+BFvfSVckw0QgZKPtIR5AsujXrMVBhRLvgcurh39jiG7P3MNqXXVMIGqe1ZG4PROrNO2bGenhOkBW5igFrTIYgkC/sjXMckroidpLUhCmP6prmHRpFicrJJSbj85yaPc3zNqpJi3y6ZuGlBGAt+/lQZN1+ZUe7sIBQp3DCEUUi1Wc1eI1NjTFbquLqEW9DM71vGYNdiXJ2H2KPZCGjWmgSxoqniLFGm0UkeIcfBzxdxPdh/3tHEIiCI63b+S497d96DT56iW2JfAY9t8GlEgp6FIbgxRotsfqbxGFK4aBExKUscObSUidowjaCGNgojrNLKcTwKuS568gP4UQ/5oMzWbaM4jsPCFfOY0jvYPrKGZlgHKZHGQRgHqfM4xgrnkFriElhnWm2x27wmlnWMVImlxJ5HRoFx0oQBJItn+uSd+dua4Z3POuZAG8PakR0ctWRFq7z2vWsOJnx3K/7lr3gZBx9yMJ/59Of47OevJgOoSMr76j98nZNf/EIufdfbwMCqVfvw9JNr+PIXv8r5r/7zrJzTX3IaF/7160DAJW99M1//8g38+q572He/fbN2pA6DjuMwNH8IIQTl7jJD84ey5r/7sndmDV+2fCkP3P8gP7n533jleX9CqatEIZ8nDAN7Txu9/Z1vBSyK3D4rV/G2t72Vf/mXH3LppZeilCKOVaIgCduszALHlbiuSy6Xa42ZsAJtFEVcd921rFq1DwBvfvOb+MQnrmr3DnxOdPrpp3dYjBYvXswll1zCv/7rv3L++ecD8M1vfpOLLrroDxJf9PGPf5xTTjkFgMsvv5xXvOIVNJtN8vk8H//4x3n1q1/NRz/60ez6I444InvfLjDts88+fOELX+C4446jWq3S1dWV/fbhD3+YM844A7ACxJIlS/jRj37E+eefz+LFi3n3u9+dXfvWt76VW2+9lZtuuonjjz+eSqXCtddey/XXX8+FF14IwKpVqzj55JNn9MVxHPr7rZvo0NBQR0zQ//t//6/j2htuuIF58+bx+OOPc+ihhzJvng0RGBgY2K173eGHH86HP/xhAPbbbz+uv/56br/9ds444wxuu+021q5dyx133JGV8/GPfzzr//8F2isEPQ8U1jSlwQLSd1M7P3uOBmdaHFPC5QodIHWQxAHFSe6hFoO4K8q5HgPlXkq5fMYUWdK8/gXH8oU7HuTxkR6ktFp3Y1y0kXheyPyeXObzuysQhPbfoihkbGycLVu2UC5386v7f8eNd2+iESmGeksYUWU48hFCz9wkhUAIjckJXCNTRSmpDtBrVlCuAGHjM5R2qNUHKRXHcJyIQR8W9eSQjkdxYH8274BiwaNSCRkYLOK6Bg9Dfzlm+0SekSmPBb0RngAhTduwdyLdPafNPEmCaN1v3OxVLpRohA2qzXrmShTFOrF62Edu44Osb3ikHHKe3+ZWNXtbWmdbi2mXQuC6ApPEXYjE+tN+DUCsNI3QWp6aUUgzjGgGMdLVaANhrAjimNnzj5tZ34q8wFQgHBOEY9Pu0CBKgkoDuruNtZIaTZJN0t6fBZ53iGsz69nNsxEIkALXT6xjkb1ZxRqDBQuwaUE0cdgkaA4nsNg+GDOr62Pn3GjVNPM6ZmUYhYBizuW8o5fynd+sY2cloJSzlqGqUqANL14+QNcuLUGtOjrbYWlBVy/PTOwk1gqZKFOkTGDHseO2X/8CzPaZI2YMdq24EKtOC2RH3cnfdosiwMhwjeHhGkuLPazu2swP1nSxT8HhoKEmrjRsnfT53agLhUnQM2MKpvepXbiO4ohaUKfWrFFpVhmpjDI+NYWvuxkY7GfRwEriqsP4xgrNRgVjDJ5vYdJdz0f4GscVeF4XQTPEYOMXg3oEHmx9ZgLXlUjXwqLHcUwlrgAOUazx8oJamGjePWPXuW5p4gWJbl0DEhqNmHK8iMH+ZWgREBGANPaZGAePLoJKxORElVo8QW9/N4U+h62V1eyc3IbScTK1FEqo1tik+2Myx1IY/BQMrt1abLQEJRAykUAxaBSa6W6tbautnVluE4CD+LlBjTfjaWAMs5SdVjv7h2n3JfSBD72P8//0Av72LW+Y8dvTT63hrJd3MnPHHX8MX//qDR3pHw46+MBE0QIIwbz5g4yOjgLwZ3/2Z9xzzz0ALFm6mF/cddscDYNv/v++xff+6Sa2bNlKs9EkiiIOOfTgtqbPYm0T8K8/+gk3fO2bbNiwkXqtThzHlMtlwiDqsDCncYkqgeLOgHaazc46jKFYLLJq1SrSybBgwUJ27hxGpMnWWnb0PeJKUjr22GM7PufzeV772tdyww03cP755/Pggw/y6KOPcvPNN896/8aNGzn44NaYvP/97+f973//Htd/+OGHZ+8XLrTxWDt37mTZsmU8/PDDvOENb5jz3gceeICPfOQjPPLII4yPj2dWleltOvHEE7P3/f39HHDAAaxevRqwlpNPfOIT3HTTTWzZsoUwDAmCgGLReqysXr2aIAh4yUtessd9mo2efvppPvShD3HvvfcyMjLS0dZDD312SezbxwzsuKVugE8++SRLly7tEKTarWf/F2ivEPQ8kHZ9nFIOhEGk7jPTTf67oHQztvrwGKkjKwClf7N8QC33lYyS91IIyoUiA109+K438zrguBVLePmhI/z8ybXUG0WMcUEauvIVBsqS6/78fbtsZ7ohT05OUqlMUa/XqTcaYGDp0mXMmzfI7f98B2NTNZbM60FKSS0eyZjyWXnqBKb10P3623z6JVK6uCJhMIyFxrX7fYlao0jBrYCMGVp1KPnuAYzwYEed3r48G9ZPMDbaYGh+CUdCzjMMdodsG/MYrzr0l5P8CtLMEICeG6W5dizKWi1o0AiaBHFItVmnETY7rtZGE8UxjpDYPD42/gYBjnBouAGe4+B5bqf1h1kYxZR5SZggpcksFVJKyyS1MedaG4KwFQcURDH1QNlEjkCsFaHqRIJLD06TZrtv77mxled6BXHNoGODcFqCpYkto+b1SoTRRHGEIx08IdBa4tiLSYO3O8E3Ouva7eGdjkN6tTA4riTGxnfZMRJIaTl8a3tSjDcnGSoPILUFE9iV8Dn9OewJpVacE1YOUPIdfr56O+tGahgMBy7q5riFffREmpGROgMDhez5zXjWWSfbBQcr5B63+BAe2LaBRtREYXAdF2M0Kslmv7R7gH37FvD09s65CAYpoOBrBrojRqY88r6mKDWO6FwfjhRIR1KtBPT0FrL2DQyW6OsvMlhx+emmtfQODrOt0cPTmyTaSAo5TdfACKHyGHJmt2S13lvLodYQK0U9rFNrVqk2a0zWKoxPVfF1LyuWrKTHG2LHujGCZki5p8S8+QsQOUOo6yAUka7RCOvU4oAwCohiRc50Uej2KHX3wATMW9iLiiyqp9EaURDkKnkC08CVDiGGvmJicWg4ZHj9prUXC+wcNwL6/DJT4zXUsEI6glwuh+f5xEbTCJpEwQgA5Z4uugcK1Mwoa0bWUmlMYEwn3HnHOAmVObLZB9+5mbbHQwlH28akbcVghO6ILeqE9E7nUms9p/XknoV7dDvlpyXwtKW27R/t+rkO2rXp4gUnvoBTTzuFT/79pzj/1X+2x+1pr8rz3NZnYcdAa2ut+8IXvsBEdQSTXNdqveko7F9/dDNXfvTjXPHRD3LssUfR1dXFP3zxKzz44CO7PPZ/e98DvPXN7+Ddl72Tl770JfT3DvIvP/gh119/Pb7vW3Q5x6ZSaLf4gH02cRx3uMNFYUQUxbiuSxBGSOEka7aV3iG9N11rxkwHfknKimYKvKVSacZ3F198MUceeSSbN2/mG9/4BqeffjrLly+ftb+LFi3i4Ycfzj6nlpA9Jc9rh+K3Ty0VEAqFwpz31Wo1zjrrLM466yy++93vMm/ePDZu3MhZZ52VgVHsCV199dVce+21fP7zn+ewww6jVCrxjne8IytjV214NnTOOeewfPlyvva1r7Fo0SK01hx66KHPqq0ptY8Z2HHTexjT93+B9gpBzwN55YQhMGkGgGdDKcuWcG9GZgeGBUNoJUTNqPOcAqBcKDHU3WuTtM1JhtccdxwXHH0q19/972wYHQYVc+rgoZx/5itpBiGbtg7jSIdli+d1uGRZq0/E2rVrmJqqUC53USgUmTdviHK5TC6XQwjBlvGAfM61yDZRyM6aR29/nWpc7GDY034YLcl5Iee+aJ+sLildpCjQEEW6RJWqskHx6eGAETimxFiQ55AFR6BUlSCsA5AvuAzNL7Fje43u7hylLh+JZfIGuyN2TvrkPE1XwR56Uj47hnY6pUJKrCIaYZNqs2rjFpo1xmqTjFbHbLb1NI4k6b7WmlDFSOkihCTWmiCK8aShGYV4oYuQEi/L+zG9TsvCJ3wjUkCu4BCFhjh1BctuS7WINg6oEQWEYWwtQJGFXxfCusFZ4Ib2DTNhhO0kmGMUDAsXGjYGknBUoyP7HYBwwB+UdPeBcGoEYbIpS2vhyzsS2d6/NBZkeoezn02LgZplWcwl0Eppkx6aNpeyVIBQRlENawyWegkCheOkiWRb/UivF7BbAamjTaY9l5DgkEW9HLKoh1oQYyCz/uzYUWXrlil8z6GnN7fL8oYrTe5dN4YxhmNWDLLP0CIWyBLLGWKt2IpCoXSctXyw0MUbjzodOUu7U9RAR2rKhZiRKY9aIMl72rotZvXav319BcZGG3i+Q7FoYb59367LBblB9ivB7yaG6OmaYqgrsIK5cqjWS0SNIhT27FBXWtMIG9SaNapBjalG/fqwawABAABJREFUhbGpSby4zMrF+5LXPWxcu51CIc/yAxZRN6NsmvovpsbGiVSE0ToR5NvEAwOOqiCrHsLbxL5dJ7IjeopioUTOK1jLk4oYUL1srE4SGnhGOxy6CG57okhlxKe0KIcsNjEqY+uRQmMxQSVHLBxkqFzGRA5BLWZyYsrCtXsOXeUiTq9DLZzAdE2yfvIpJuujWS6r1txt/2uVQiLR+KeiS8qXG9GxnbY9V5MuiOzXNE61XQ7p3FqStdVm6V81OIQUYppSZNckhWDVYKppznapznr3hGapUiB43wcv48zTX86qfffp+G2//ffl/vseaFVi4P77HmCfVSv3OAn4okWL6Iu7prV4Jt1/7wMcc9wxXPQ3r82qW79+Y5vQZ/B9H6U6mc/f3v8gS5Yu5p3vegee6yOMw8aNG6077zSBc7oXhhACz/PI5dqtqQLH8Uih7pWygm6czKlmM0jObgu602g0cT2XgYEBtm3bll2vlOLRRx/NAvd3RYcddhjHHnssX/va17jxxhu5/vrr57zWdV323Xff3Zb5XOjwww/n9ttv56//+q9n/PbEE08wOjrKVVddxdKlSwH47W9/O2s5v/nNb1i2bBkA4+PjPPXUUxx00EEA3H333bzqVa/ir/7qrwB7bj/11FOZJWm//fajUChw++23c/HFF++2zamnTTruYMEXnnzySb72ta/xohfZFCV33XXXbu97LnTAAQewadMmduzYkcUt/V/LHbVXCHoeSGZIUnt4UHSo9kk04ZDGD4gsGnwXx0VSRBRYoaunUNyNAJRWHeO6mnef/uf4Xhdbt+7ggQce5Bvf/w/ufmqE8WoTAczrLvCqFx7Ey150BEJKlFKsWfM0jUaTQw45hGKxmLU5670xeK6D47gUCnnGK1NEsUt/sUktKKCUxJHJQaxBGxuzcOB8get6WC2wgxR5fL+bwsASwtHVlDxDUycCEJqc1Gige8EqBB5C+EALanRgsMj4eJPJyYBSVw4hwJHQXbCCxvCUh+cGCM8O5HTN+7MhYwxhHFFr1jKXnUqjwsjUGJVmDW2sG6DMguRblcSxIqAF72zjcBJ0MsfBEQIpctaKMYsgBO08iy3Hz0GU8JlhYPC8BOrYWHS6etikEYSEcUwjiogig3QSNz0VWyjs50DHHVJnZ6WM2yWIK4kFyAW3LJC+4Kh9A5phkOT3kQhPQGifS873O2JxTKZMEJngAdOZKNGmeNg9pcoJ0cGUtbThlWYNgL5CN9poXOGSWvjIrhLPgoObVn8iUInEGtU1DVxgaKgLpTSbNk7gev2JgJHUnPwNY83nf/4kD24cJ040vN+9dwMHDK3n9P4yJ/ceybHzDubB4cfYURvHkw5HLVjBKUsPojtX2GWMlx0bm2hXJEJxq92tq/J5l77+ApMTTYQUFPJuZi2SQjBc6eHEoUl+u2OA4REJUqNil2V9DQ5ZVOXBLfMJIkXOm4spta5ezahBNahRbVoBaHhiDN30WTZ/KWV/kE3PbKO7r0x5yGXt2IOMV4ezmJnZ+pa+UU4dI3J4kXVnGZ0YYXhqa5uV06CNwjGCelxjA5KFfolXHV7lhw+XqT3dR+mgEaSfKA8Sy5VAssIrMjzyNOMTGyj4RYp+mcgXFL1u3C6fhpmkUQkZD7YT1ett7U0ThqYWBzGt5W3xXG3yUaaYMK3zQojWejAGhBbg7OmaFh0CEEB3vsAB8xeyevuegyMcMH8R3fl8Np4d7abNQDXrWtr9aj7o4AM57/+dyw1f/2ZH29/05jdw9pmv5HOf+QKvPPdPeOD+B/nGDf/IJz515cy69sisPDet3GcFP7jph9zxn79k6fKl/PCmH/HIQ79j6bIlkOw1S5Yu4Y5f3MmaNWvp7+uj3F1mn31WsGXzVv71Rz/h2GOO5Wf//h/ccsstu+3zrhqfCni5XD77LmWaC4UCWmvcxN1Ta03QDDjxxBP50Ic+xM0334zv+3zlK19hYmJij1tw8cUXc8kll1AqlToQ2f4n6cMf/jAveclLWLVqFa9+9auJ45if/vSnXHbZZSxbtgzf97nuuuv427/9Wx599FGuvPLKWcv52Mc+xsDAAPPnz+cDH/gAg4ODGeLafvvtxw9+8AN+/etf09fXx2c/+1l27NiRCUH5fJ7LLruM9773vfi+zwtf+EKGh4d57LHHeP3rXz+jruXLlyOE4N/+7d84++yzKRQK9PX1MTAwwFe/+lUWLlzIxo0bufzyyzvuGxoaolAo8LOf/YwlS5aQz+efEzz2GWecwapVq7jwwgv59Kc/TaVS4YMf/CDw7JR7f8y0Fx3u+aCUwYGWy3O7IPOsJpfVkNusKG1WIlruFylpbQhr9oDz3Zm+9rNXazCEaBMQRhUWLx5izajhx/dvZHSqQc6ReK5gy3iNr/70Af7x5rsxxrBp00aq1RoHHnggpVIpC9YE67KmrKKS4w5cQqxsMkGNwBOwZU0XA+UphIBYucSxi9LW1WteeYp3vOQUUgHIkQV8v4fR4Tr1aoMNjTIISbdvKHsxZc8KFVP+Yg4/4mgEOcBHCC/rtONIurtz1KohRlvGU0qD68JAWeFKGK14xAp05oJC21/T8Zp1FJPfgiik0qgwWZ9isjHFZH2K7RPDTNSn0CbJOZO4KMz0xjbEyoISKG3riWJFkKDF1RO0OK1T5qg9SWfLktEx1bB5cwCkI4hiTRAomqGingAhRHFMEMdEkbWQGGGtUpHWdIgUqZlpDhed1iQTDM2LOe2IOrm8wB+Q5OZL/AGJlxOceUQ/Lz62Fww0Gk0azTphHKCMhQcPw9gydcZkGufZPNfbRcjsvWi9n226z6XAbleSJyH4VJo1RmsTxCrOBKbMP1+06npuNM2lZhpJKViwoExX2WfDunGajZjpPbv61tXcu24UpQ2+K/BdmwPrv7YO88MN2zni8H150cp9eMtRL+GKF/4pHzzpPP5k1dGU/UIW57PLFibWxRS3YjbtvxCCQsGluyfH5HiDej3qWCPK7eOhDSWO6J/kvP2nOHtFjfMPHKPfCbjrmQF2hg61cPY4kyzmIbGoVhvWqjo8MUbcdCkWigz0LGDbxmFKXUVK8wRPbLufscqOOQWgmR0ALQMizybOdeM8XljGjQoIbd3dXBwWygF6RBcCwW/CGgxN8NqTxnnBgojCun7kaA9OlMfHY0AWOLJQZkXeRxlNEDYYr46wZXwdI+F6tlSfZP2WtWzduoPR6k4CU0NrPe2ZpJNRIIxJXjDbg+uwGCXrxtgHZmOTdPI5Ef3tc51t/5n2eZoAlFZzyqoDcWaDFJ+FXCk5ZdUBrSI7K2i1eeaPzLh02iUtT3PDuy+7NNkXW3TYEYfx5a9/kZt/9BNe8qKzuOZTn+M9l72Tv7jgz5lBhhlLcs9UmHY9/tWFf8nLX3EWb37DJZxz1rmMjY9z4V//VceVr3ntq1m17z6cfcYrOeygo7n/vt9y5svP5E1vfgOXv/f9vPhFp3L//ffzvvfN4Yb+e2BKHcfB87zMi6JUKlEoFPibv/kb/vIv/5JLLrmEN73pTaxcuXKPrEApXXDBBbiuywUXXEA+n9/9DX8AOvXUU/n+97/PzTffzJFHHsnpp5+eoajNmzePb37zm3z/+9/n4IMP5qqrruKaa66ZtZyrrrqKt7/97RxzzDFs376dn/zkJ5kQ+cEPfpCjjz6as846i1NPPZUFCxZ0QFIDXHHFFbzrXe/iQx/6EAcddBB/8Rd/0QHF3U6LFy/mox/9KJdffjnz58/nkksuQUrJ9773PR544AEOPfRQLr30Uq6++uqO+1zX5Qtf+AJf+cpXWLRoEa961aue05g5jsOPf/xjqtUqxx13HBdffHGGDvd8PcffNwmzN33s/xhNTU3R09PDd+7+McVSm2/oTD+DuTkQkQg9qYuOjpCqaROkqsDGB7Wzpm3FhA2Na3KoajcHHVrKmN/dVSuEjxR5hJBs2Vbj8q/chdaaguckwdT2IJxqxJRyLu/8ixcRVXZy4IEHZogmWcyHIQMDl8DoVI0rvv4fbNgxzlSjRldeUo+hVGqw38EVJiKXWElcaejPxxzUeyB/dephCOEiZR7f62N8tMkjjzxKvpDnsEMPY2JikvVrH0eFDRy/wNJ9DmRFYr5WOiaOGwRRlScf38x+B5ZwXUNlKmD9unH2P3AexaKXjYPSgkYg2Tzq01uK6euKcKXN3t3K/j19vDq/yJi1KKDWrFJpVqk2akzUJhmrTlAL6omLmmyzZog5zzQpJcVcjmLOJQxjfNelq5CnkMtRyuUo5vL4XuLykChr0/dpezLGBVCxYOvaARbuMwJGEUYxlVpgrUBhRL0ZEAQa6SmMMIQqJoxjMkNBh9bZVmiM7lTsmnb+rKWxVjGsXV9gouqzfGgeRy/ppVTw6V7g8ejG+2iEVRxX0l0qU8iVyHs5cl4BT3j4OTcrqoW+tWsoapNxVO3ftb3XAjUygDtvlNRQOsPdjrZnbgRdbpFFg/M6x2LWi3dPswMlzCLgpdaeULF+3RhxpFm5aoB83kLPbxit8t4fPII2hpxr9wujbdLF2GiEkHz0lUdy0MLiNCa2TUBRhjVPBhxwcCGxLrZIG0EzlDyzPc+C/ojeUrouZipf0n41mzHj4w2KBY/uHmuxfNeP7mTbSJP+XMxkxapyDJLeHsO2qot2DJ//82NZ2jswrVzrrtmMGlQaFaYaFaYaVXZOjFCvaKSQLF+yEr8xwNjwJEv3G+Lp0QeYrI0+6/EHcITLgaXTeKL6C+vSpnJI5VnLlQzRMoIETkALjWNkkk+KRPAQGIUFH2jrh51bOnNlkom/rTCSXNxL5NbQMkieS5oYOU1E3DKPTLd+tjokEgFn5tzvmFfpPqYlSIVGUfDKnLzfuSxashDXc7K9qeB001BTbfNm5pit3r7VJkzdhbDpSMn5R53AwQsWd+wTs/ekbT+cVXvR9qdtbCQOGtW2T+yijNmq3RUJQdHtphFPMXOHmF5RWwN3tR1MK0ZKB9fx8JwcWhkc6eC3WcI7m9P+XbvEJqjXG0RRhOM4HUhnc9EHP/hB7r77bn7xi190fK+15tFHH+Woo47aY5dBsPlvVq1axf3338/RRx+9x/f9MdEdd9zBaaedxvj4eAdS2//X6O677+bkk09mzZo1CbjGHx81m03WrVvHypUrdyus7XWHex5o9g1zJnM27ddEVhKY1OXHaKQOMzCENB6ohTLTuVHqCAYGutlZbTGke8KfGROjaYDWPLR6K40gpidxv1Ft2rVizqHSjPjGrb/ir884kp6enhmbtRAgTev9YE+Jy//qNF5/zbeJY5hqGPKuoNkssH5jF8VSgpsnBV1Sct4JB1oXOJnDc8tUp2IefXQ1uVyOww47lK6uLorFIosWL7RWlTYLlD2sJcY4YKwlSEofISJKJZ983mXH9gpLl/VmTJ8UhryvGewOGZ7y8T1FKadxhdWAt9zLWn1qjZv9IY1XqDZrVBs2aHusOsbw5BixjluMO9JaEHYhAEESHxQrPFdaGG2tCUILj+oIgSOlfTlOUlarMJGUnzH2szCrkYpRhGgTo3RMGFkmQhtj4byVsghi6T1Z4e2DIWYWPgs5Duy/qg6iwYL+Mst657F53Q666kWWztuHNVseR0eKeqOBFA6OTODBJUShwPVlEoM0Pcv9HGRm8iF70tLpfc2saxiqYZ1qUKcrX+wsORljrfQMIWLOep6lNtf3HVas7Gft2lE2b5pgxco+nhrdzrfueYZIGWyYnkBr2w4hwHccglhx51NbOWhhp/+9aTN5deafaqEjtiyLBikNqg2Mcm7djXWNGxgoMjnRZGSkQV9fHi2naKg8W+oejqfwpSFQgmrNwWiHfGmSJ4eHMyEoqcW6laqQWlC366pZY6wyQaNqLSbFnhw9/gK2bhqlf6CHyWg7U/WxPZyWMxnw9reGmNiJQQoc7SUCkY+RETgBToawRcvdzBjQCeR6ksg3259TflW0GFdDjBIBwjid9U9vYztvvRt3MYGYAVbSKcBIMCCMjYcTYjdMbjKWM8FiBActWMzFJ57KnWuf5MmdWzushFIIDpi/iFNWHcji3r5pXZn74WTrdg5BolMAmv3m3ckgz4VmUVu0/TJLjWbaZbPdCtn5ZfNSCZTWOJ4z5x7RWVOKqmm9LKYrwGYDOkh/f+aZZ/jFL37RAR/9XCmKIkZHR/ngBz/IC17wgv+1AtD/l+lHP/oRXV1d7LfffqxZs4a3v/3tvPCFL/yjFYCeLe0Vgp4HEi0OytIeap8scGripmBUYgGKECZK/raBIkwrU2uNY3zKpRw7mT3TPJBZDqbdnbmP1AIbQCJFh73Jfod1uWs2Bf/4wF0cesAh5HMyOyRbf9vrE2yaXIsiJFcC6UC5O8exSzyMEFQiyDngu5LzXnwoXcU8QuRwnRJG53jyyccwxnDooYfSXe4mVqnWz6o2Zz/0BAInqT8HGBwXFi3pYf26MUZHaswb6soOG5nEBzVDxc4Jn6GeiFJe40iTwVaTVkknYxHHMY2oQSURfqrNGuPVSUYqY0Q6zmJ/rACUWjPmfDwZRXFEPQBXWJeSII6RYZiUJ5NkrDmcDrCKtmclBUqbzIoHFl0rikOaYWCR4OKYZhQhXctYhk2JEg4aY3XSCaKUFhZOOpt0Isnhs2u5Pm1V9md4YjsD5QX09nczPjzF0LJF9JS2M1EdIQxjqtRsjJAQ4BrrtqN8HKclPLTPM9uU3TMMIpn0c+pyO4TomQU1mxHDlTHA0JUrzfh9qhLQ25OnfSbu6hk/W68WKwj18fgT2/nsL++ixg5G6oMYBom1RflysAhXUjqkYx5q3SEUz9a3GV+lTKaxCoKir6g2HcrFGCcRijqtju39EuRyLoPzSlSrYZKgVZMrTRJUe4iVl8Qh2ZvdfAMvX+WZrVXYrzU2xlhAgjSurtqsMzo1wdRkaJPe5hVL+vdlariBlJKuAY/Htj8zp5VnJs2UlDrzEbUGR8kQJUOE8XBVHs94xG49QWdLF4CxRUqNURLhTNv4Zzxvu6loJ8KNCyjRTDRHeo7W2W/MHBy+kO0ChOgoIFsrSTttfCmkCZ3T0mdXMLQKaq259DvB4t5+LjjmRCrNBmtHdtCMY/Key6rB+XTnCx33T5dd2nUpIr3CiBaww5yP0jDHMOya9nRqPCfadeFZQmX7qfUdAikdHGndLoUQu7S+pHPTPkKT7Gk6s+Bl1+xiHUxNTXHkkUdy7LHHctlll81ax7Ohu+++m9NOO43999+fH/zgB8/q3r30x0GVSoXLLruMjRs3Mjg4yEtf+lI+85nPPN/N+r3RXiHofwslsRRGCEQiAFkrkBWALMTW7BuUVoao5rBwoAdvWoBxuzVoNiFl+p63aDCXxOrojiSQAKGyrjdTYZNK3XDTXb/gdS85s2PjnJ5U1RjDLQ//B1rlyBUjhIBGM+ZX61183yXnCiYn4cSDi6ya34sUPlIWEJR46qn1jI9PcOihh9Db15ch3LSfgmJavel3qZZTkENKMKZBV5fPggVltm+r4PsuPb35jEF2JAx2x4DD9gmPnkJIzlN4rsB1JFIKywQ6JFDBhkhF1INGZv2x8QqjVIIqcSYAWaZeZu2cewp0PFOjaYYhvuPgSokQVhByHAdHSpqRtQblpMhcFlOt7XRrVWrMawZNmnFg427imEYQESuFdCCKNMQlJAY3cy8xiTZbEMsAJZuk+Y9amIftz97epju4tdZ1SkVsHH6aQxafQHWqTm08ZMm8lVQbEyijiKKIer2JSJQBuBJCQaHgk6HAJX1CzG0Xam/Z9Gt2Ofxi5u8GK1A2g4idegzTDV25YsbeKa3J55xMeEiFjlmLz76erZZdUz7ncs/UY1TNFgwu5ULE6HjyLIQhJsaXPlprdMLsHrywG7DB8R0M6W6qszyzBUTo7YrZNp5jsubidNmcWjIbp9ktmo4DpZKH4wi8OI9fmMDzA4J6GRV7CKnIFWr4hSphrYdqs4UQZ4AojqknuYCqzRrjlUkqkxFGg1eElUOHYCoFpiYmWbxsiJ319dSD6m7HENqF5tYsMalPW9aCadYUwBAROQpXFXCjUiIIRVn8jdGJ9CYVRiVihWPvbhON7ffJRNPYxKlSe4lLXCIEwixTQnS2a1o3WvsgbRM/2Ys77AfpHpFY0ZM2zT4lp4tiqbjSeXF3vsBRS1fQPsdmUFt5c8+/2cUbM+ONbY3E6VTUPWcz0LRBnPa97dUeFjzLZVJYcCBJ4gqZjmT2XqKU3rUAhM5ydnlu+w6XgMZ0gCDNLQj19PRQqcydoPjZCkGnnnrqs77nj5X+L/Xl2dDrXvc6Xve61z3fzfiD0V4h6I+ZMoapDSnM6CwGCJ1agKYntbNkjCEOwY1zLB3qoaenMCM4dLdNEJ2H0jGHDTL0nxvZNtGkJ+9lgpDSmnoQs7ivwBY9Rk5L7n7id6xauJyTDto/KUt0/DXGMFkdp6rGEGKh1eyL5DiJY6I4JjQQ1X2LWpYIQL7XzZbNo2zevIVly5axcNHiBKWsk/FOWZfZdZj2WylcG9iNAjT9/UUajYjt2ysUih4536J+CYF1m8s3qEcwPOVjtLVWuY6D7wo8R9Nd1HTlFYaQZlSj2rTw15VGleGpUaYaNdAgE4tGC81s1y5w08kyoopQGVxlhTChNUEUIYUVfKSwgpDnuphU+DSpkGJjKrRWhFFq5QsIVUAYRTRji/zmuoJI2VxAYHMTxW69Y5yFcXDjItI4xLKZWIU6LYUi4d467S0zBaVqfYodlQ30z1vO8PZRFvT109vTz9jECEZat8JMc5rEUIWhxPfdlhUIbD934TffHhM1K9dlZj/w07uMNsSRycZRKEFDhWwNh1nYN0gpXySKlM0nIkBrC1UqpbOL5zwLg7eLQ7e9nB2VCjvDTYCD0B5dxQa+FxFEPmiNkKCxsSSRNvQVPU4/YH62vjsEY9FZQadbXNYwpFDkPUNfSTBe8yn4CkfqDBRiLoZ3crLJju1VFi3uZml3N5s2B+R7xunqbwUHGyMI613oRo7ufGss0lxA1WaNWlBjql6jOqnwHJ+hoV4W9KygPqIYHZlgcH4/cX6KrVvXzzmGe0ZZh1rvRTIgHQKEJnZrODqHGxeIJGhjgUqEY0AkQCXSDrI0NlmQQZK5yHVUq1AyxNE+hqDz9+zB0fZQ2tbTjGXWblpJrCoaK5wpkdQvbc6uJOS0c56KmeW2U4ZWN8tP7U0QWUlZeWbatbuUJwzTvbzbbrQ3C8gEIENbTNKzEYDahGEx47vp18qOWdBR4QwLs2n/FSGsu5srPRzpWAVP27rTylrhtVYz8rl0NAFrmQ2VQSpBp7xkMi+DNPVBe7xjq3ud/Wv/7bkKQXtpL/2x014h6I+ZhN3OgcQCpFsucDpKBKEY2jZ6Yww6BhUKpPboLhSZN7+LQmH2hKjtNNcG1y4I+Z7k1S9dzrf+fR1jtRbSk5SC+d05ttVrdM2HKNEyfvwnv+BDRnPCwQfOWvZv1z5ArruCnx8kbHrkCgkSVHJYRpGDdDR+SfO5/7yLgp/j6IUrUduq9Pb2su9++2IPKt06h1N1pxHZodpuBWo/DaXII4iy3B3SCViwoMzUVJBYUCzjorQmiBo0wjqCEM81GOPguDnyXhHfKaK0z8iUy1hFUMxXCFWVRlBjojbGWGWcetiw/RKJe0M7uMLcj2UXD8xahMJY4QiJ9GwG+wAbdOyICNdpxRQorVFaoY1Fl9NaJ4lYbXFBHBHGEc0wIow00rHww2GkLTS228SNi8nzaZtzIibyKjgqj6e60CIklk0yQWia1tg+nTbrQ7uy1mi2j21i3rIluJ5LbTxkQe8yJqpjKGWTONabdasflcJyREbiOG2uInsY7DZdBBOitZJavL7JykwFJq0NUajwfAcpwHFbumBlFDsnx+kNFIV8Ht+TM5iL/4ZKek56fMcWIEKSAylQyrBs4VbWb11MHLtobd3fHCEp51z+Yr8F1GoR3d25xEraGrLs73T2LROCWqiDEk13MabWdJmouRT80LrEmZlMVRxrhodr7Nxeoae3QM53OGxlid88s5Xa6BCOH+C6IQZB2CwitUQEdQqlnVmsWhZb16xRqzdR9QIrF+xDsVCkWY3Z8cwUURgxf/E8TKnG09seIYrbcg3twhgxOyVoiunOkWjnO5KNdjDmxlpEATcuop0pcDS+l8NzPcIoJIojNAYtFGg7h4VykvGW4JKghlrhROIitIcRCgwIaQUm+yhSoaazzbuQVuwvGkycCMapMgNjY5BSn7M22W+m8zN0zOHMApxVM4tQN2eT2tqwK9qTNS2z55MJQHMJTS3ppuP9TGttGoPbLgybjl9Ne1lZHYZOi7TJ/ljbv7VWCSMRJnkvJSbZm22eHx+tlU0X4cy2l6Tns03q7DqCSFnh2BEtITlFe7MJURWu67ad9629rbUrtz/MTmXIXtpL/5dorxD0fNKu9pR2xWO6ZbZbfxILkEiQhbSCuAlCueQ9n4GuAt3dBXzfyTbP2Tcxy8zU6xFSCvL5mdqm6fvuiUfOYyqqc+tdwzavBBBqxZZ6hZ75CuMIPKGp1wQRhi/ecier5s+ju1zOoCSFEEzUq3zjwQeZPyRZvM8I61cvoFn38PzYutzFDlpJ5i2e4FdrXIQIEAh+uXoHy3ocPvSKC3BcF601aWYc3eYvItBYIIQUFrqdOUiZGgchJBiFIEYIhecZBgaKydjoRPts3dpqQZ162KDWbCKFpFwsg9cg58XkvQI537BzUjIxVkTKCo2gwkhljGbUzNogHSwKU6LJfa7scHpwRUollh+B59r8QWEc4TgSGQor+GhDrG1eIW00ymhrCTIarSxweLXeINKRFTawidaCWBFEGiO15dekxlF5lFOfxicYYreBUBGOKpCLy0SygSJoBWNnDBUtS0v2rEQ6G2kGdXZWNjEwsJzh7WMsHhigq1BmqjqJjfOyFiGn6UIeq1UPBcV8fpfazFZb6ZS/MqvQzHvboZSNMajY5sbxc04i0HbeI4WgXCzQlc/TDBR+m/tpa/6lWvzZ2/pc8i+0cn61krYWcpqD99nC6ESZyZpP3u3i7IOXc9bBCxneVmHjhnGWL++jq9yZbFWI9geVts261Rqg3bNGCIMjwHUMzVha10rTni/J3ttsxmzdMkW9FrJocQ99/QWkBBnV6e6qMj4mGCorlg9WyXmKWE2ydbTEeFzHVQ5hHNEIrABUD+o4Io8T5imRpz4eM7p5J0openq7WbJyiLFoMxu2PUUYNZ/1WO4JpcqLLHfUtHkWy8CClKgcyo1sPIdwKOaKaE8RqYggilBGYbB7ZuZ+li4XkViIsHmFjIjBSIxywFGZ1bMl9KQTup1ZTx6ASXILpdNPWyGsPUbEkRLhaLs3IayAlpXRcSClX3a87dR1mJYw1X656BSnnhNbPYuAlbnIAkZMg+6fjZJztXOttbQA7UJPdoWktWbbzFECB2HMzDqzshPhwgiESftvkRRdx6K/SeGglEZoC1rguq5FCgTCMMxAbubqjN1aJFKkUOqm4/IUIChFKk0pBU9otTKdSenMsmNgSITt5/bE9tJe+qOlvULQHwtNcz1JjfoJp0VRWk1+nAEhWAuQVoaoIfBMjgU9XZTLeXzfaUvoObcWJ44VtWpItRoiHcFAf7FNG7Rr7vys45bzwOb1PLJJIbQmn9cM9AsiLVBGsKTQYPW2IqIMI4Hi1l/fxyFLF7Bq1b6Uy2UAvnjHbYxOFRgYcBlYOIWQhq3rBgjqPgbwfMXQylFE0SOqqcwipY1k3YTkxkfu5JJTXtU5jJ3/dZBOmDMhZBIgDkJaQAJNDowClGU8TJxYWZK4nmaVamAZsJGpMSbrU7iOy0IzhEAlWdJtLI0jmxjjMlXrohGVifUojvQBlcXF4BiMStCaJNP54T0i2017UEZKJTFGLgJBIwgzDX8QR2ilMyQ5rbQNmNeaWCswDjkgiOw12tjfo1gRxSbTFhsEsWzixSW0dDBt0LPZGMsYLSo42sdVRSQesagn7obTafYD1RjDzsmtLFi2HMdxqE/GLOxbQbXyGJoQIQWKiFqjYldJwSEIJK50yOX82ee8aGda2mqfxq3PFklkdCL8aGwcS67FPEkpMwbQlQ49hS56i93WJVFImkFIPud3xs+lAtD0NfksJ8FIpcHDGydxJMzvGQJyKELQnnWzcSxzPNA3Sn9/zBkrX8KL9lkGGBYv7WHz5inWJ4JQOROEUk14KzZwarLJ5GSTILDPsLvs0z9YxEuSPhttUMrgylbMUypARpFmbLTB8M4a+YLHPvv2Uyr5TNRDbvj3Z9gcbOakVQFbBmBxbx2njX8fKE0wWvOoNAIe3LCDxT0CbSQD5ZWMD4dUhnegVJVCMc/QggFKfTkq0U6eGPkNU/XxGYxga5ynP+BnNezTikqY2rZJlbKSyglwoxIidmnSJIojcl6evJfDdVw8x7c5uKKQWMU2T5hMcA4F9rOQuAkwTXuyVLQkTVCbZhLNWFhjrLCUGQJSy45ps9hY5ZlRyZ6YapEEFsDBCNqMRLseKDPLWsp+EC0ZTbR97ihuTx7A7GvDdit1fVOZbDJrFaLzTutOK2f+ZkTWZIRJmiyy9ZkJTunwJ5M2lRFa6Kz2vzSflgWd0IC18jiOa2OBhIMUToZ02U6p0JLL5eawArWEUyHsfiRFul+3dUu09iyllJ1PaDCzCIztbnCZN0r63XNLjr2X9tIfK+0Vgv5IybRpqYoSig5o4zAVxIkApNCRQdUc5vf30d9XxHXTk2xufiplDCfG6zQaMYWCy+C8Irmc23aAz6TZyvu7M4/nmp/cxdaaINQOSoPvGBbmmjyzwccpSms90HDXlo3kej3004Z9992XUqnEr9dsRimPialeBvpG6Jtfo39+hUbNxyhBoSukGRbYsHnIWk/QiTXFunXds2YLF55goYmtkjHV4E3X6puWdgx7UKT9lKl1Bh+kAq1RRqF0TBAFVAMbe1Br1plqVJioTjJZn0qsb4rRyjiOdJBCEMYBURxRbdYZq07RCB18dxV5dxWh2oShCVjhVRgyQQhjZihNny0ZY4hiKwghBC6CZpJk0hiL/KaVJlLKCpK0XJqMARx7TWxiIqWIlUbFYITJcpvYdsZoGeKofBIbNLulRckARYQblfBND5FTQ4kwu76Dj2h7Nun9jWadkdpWevoXMD4yyeJVCynk11ELY8soGkFsrHXAcRyEL2iGAumILBHwriwqe+LZIbBuZTpJy+LlWkHr7ehZCMh7PvO7B8i5fqZIcD0HjXUDy/nu7h9wIhy1wEk6b0i7U2tGfOCm37FurGZBDoCc57JswTwK3ZvBSdzi0GgTg4goyEFOWpHCYQs8z2HJ0m62bIZNGyZYuLib7u6cdQE11t1vYiIABJs2TdLTk2dgoIDShvGxBtVaxJKlPfg5l0hJGqFDX1llaIlaa0YT4UcACxeX6esroozmn+/fyL/fu5UdI02W7uOzaazI0v4KAkOgW2YmRxgGSxGbJop87/5tvO30A+n2etm8dpixsUmKpSKDC3pQfo3h6jM8tWk7QdTY/YN9VtSJoDjXfO+MiUnWtDEoIjxdJNJVpCMT91RbqpQC37Ma/1irxGIbJ+5PqTLMKi4UsVVDdAjtbQJGIr4bbTI5KDEqJR7VJpmXhlT5b3RrX8wQxERyg8DGLmWtbVkJsr/t50Vb3Nic+rNpQ9huOWoPa9qjfTAVQISzZ5af9voTl0ZhEu2TbHUkdW3rEGyTdtlb275MvA6EEG2Pv82qnVrZ0pxpqV1FCBzp2nMDaYUg2SkApe/j2KZQkB3ABnNRCqhgkxdncm0CD5hagLTWaK0Q0o5bGidk54Ptt+c6rT53xFXttQTtpf9btFcI+mOh1H9YpKZnu+m5xBSki44DmkE1g8I22hDWYGF/L/MGuxLmpbO4lNr37SgJgjcGFi4qJ4JT6/DqLIRdnki9XQXef96pvPPrd1D2AwRQm5I8Xi3gFqWVMAy4kWG4GfOdRx/j/x20P+Zpw2PNJkpbDdPO0SGk1PSUp5AyJldUGCOpNcts2rqQWOVAgRQaz7PxO0Jo6oHm6eHNHL30gDbhp9V0kubrTCNnx1i2uQZajKsUlSePEBpjYsK4RqVZo9KYoh42mKxNMTw1QjMKE0HM5lmoNGvZgeV7PkEYMFoZp9KsI4SHYQ15b1/yYl8ivQWlK9ggZ9UShHSiINyzVDKzkjEQW2nHWiFwiOIYpS3Hk1rBdAKLrbVBaZt7QkrASWKCVGzd5BLDjUiCuEmYAgMoJ8CLu5A6h5bNjjmShWNhkzTGbhVpfDxdQgBKhOjsQbUYxw4QBSMwRrF9bDOHLF4EI9CYipnfv4R1255AGBsEbAQEKkA2En95BKIpkUUHz2kBJcw2VrOPocl+VEoj0ESBjf1x/BRSPdH6Js2XQlLKFegr9pD3/Mw/P601n5M0GjY43nHlrpZTq3EzmKFWg8NY87dfv5+JKLKXaqubrccxT2/qZp8li+juGcGIhrUy4lJ2F3HRMS9tc5mz5LkOSxZ3s01W2LxpknzeJZ93iWNNvRZZWH3ZTV9fkSVLy5k1q6+vwMYNk2zaOMnCxb2E2iU2EteNk/4btm6tMD7aYHBeicHBIrm8fR433LmOe9eNMLozwO2VBLWY8rIGjqBDAAJQRiCFZl5Xg9+suZu7/mseK91xpJQsXDoExQbPjD/ERHWkw23x90NtM9KY7BmYdk1/h7mhXQAicXcF5TYgLuKpEkhFGERoN1HmJFZEKSWuELiub639KkTFISqxDhmt7HpKTQ1aZGtM+nahtgyLAoSxDK5uaz4t4chonTG9epZhs3ujnn1M2zbYjm5Pv6ZtoleCGs+MbSZUITnHZ2X/Esq50uwFGDqAD3a1XkRmoTB0rpJZL+58L0RLiEwFHjF75BOQKSZay7OtxlT5JkxL+ZbtPQKEkxytyWkjXBzhJvl/nBkCTrslO04QP2fm25t9ZNL2a21dw6UjEdKl2bAudXEcJ+UqhLDxQSlYUhqjKhNhWLSV2hq6vULQXvq/RXuFoD8mSjZXkWjipIkpOQIPxUSzgo6bVgAyhigw5L08/f2lNtc3W8x0Ji/duONYMzZaByR9/YVMAErvfS5xj8W8xxlH7cO379uMweAicLtsX4wAExiG8oIRLyKOJD9d8xTHv2gffvX4ahyp0NrBGMm2nYsYm+inVKwhhKHeKNBoFNEmhfAFrSVh6OP7QdIvg+ekCUZb7W/vhsl+SF82EaCcZnmweRgcBD7GBETKoRnGVBpVxqsTjNcmCeIAi97T0hhqo5lqVjDGUPALTDUqBFEKZyvQpkIYr8VzFuM7qwhZS6xj64qQuKbYc3gmPPnuaLqMaoA4SaQqELhIdJJdXieCkFIapSzEuVYyiS2Q4EMYaZRJrFPCJLlJRFtNCSMoNLFTx41LgELLqOPQNGAZNWkwwqAJiYTGjQsI4RKLpg0K39V8M1BvVpgMh+nu7WVidIIF+yxiy8g6IhUgpAPG5mJpRg2choMogm6C60pkLo8jk+1tN4OqU619ZGj3WpOOpNBl3cRmlCBAIugtlOnv6rFiURoLI9qR/gSFgkezGVkLnSv3aKHZNTtTC/G9O9czHkQICY5tRMaYq1iwafsg7znmRMaaO4hVzH7zFnLg0MI563Fch0WLu+npzTM1GRAGMVIKhuaXKBY9NqyLicK41WkMvm+tSJs3TbJl8wRe1xAC8ByrBZ+cDBgbbbBseQ89Pflsf3pyxxQPbRojJwUqAs+FIT+m6KlpsOntz0bgO4YFfQNsHJnk6ENWUOiTDNfXsW3zBiKVzr1nsXD2lGZ7TtOVRMzy0WBR16R1S4qdOq4q4EQeOhREEoxQlul0jHVbFIC0MWWu42dWmTiO0SImp3uIRDVZaxqjrZKBwM4B4SRCjsa6s6Va/baGpVafDmsRZLGKiRGZLFZvevc7lGyzz+H2pba1MsyvNzzE06Mb7D6UkBSS/QaWc9Lyo1hUnjerF132NttXZs4P62Sm2j7P0p6ZRU6rKo25at/nZmtMqjhLXapFdq0VFjtruu839/Ged76XNU+t4aVnvpRv3vgNK2chkbIlAIldaL5Sl1LHmRsVDuDKK6/k5ptv5v777wfsHqZwcBwr0Nz2H7fzile8gvXr11MsWmCbIAjtPinB82SCVpr2QvD3f/9JfvKTW7j3vruy/lvL916WMaVTTz2VI488ks9//vPPd1N+r/SH7Ncdd9zBaaedxvj4OL29vb/38p8L/Td0z/99UkpxxRVXsHLlSgqFAqtWreLKK6/s2GCr1SqXXHIJS5YsoVAocPDBB/PlL395Rln33HMPp59+OqVSie7ubl784hfTaLRcI8bGxnjNa15Dd3c3vb29vP71r6da7cwd8bvf/Y4XvehF5PN5li5dyqc//ekZ9Xz/+9/nwAMPJJ/Pc9hhh/HTn/709zgiCSX7qS8MJdch7zjkJK1kqMaCIMwbKOPuYSZ6rQ2jIzXyebuJzYUy05alYI/pvBNXckhPDqGFdfZKzPG6YegPDPWyRgqD4yiqTXiiNkxs7GdoaSODMM/YxADDo4PU6mVcLwKduhCQadpi5aK0Q96POXjByj1spcn63d6/7ChLrDuO9JAyhzEeWrtMNRqMTI0RRKkAZN0oWhDNVptbaVYZqYzSCBqJL77AalMjYjVFED+DpoErB7E5itoEV5kKa2I36sxZemUS3/7ssyFUimYcE8aKIIppRjGNMKbeiGkEiiCOiU1MTEgc2XgXey9WAJImgclNxymVMkXKcSducQFu3IU0XgejlfrUp1C7YDAyInJrCAS+LuOaghW+2vWNKfOVkNaK7WObKPXmiGNNXJPM71+U5FxJGAohMELTaNZpNAMUIfV6QBAFKG2FJEEnayOwzKbAakxVrIlCq52XSSJLx5GINokoM1wlL1c69BS76S/1tIVkZx1paeWx41goeCiliKKYjNtsf01rXzaWyTdCCIJgitt+t9mOa8qnJgJQOqvDWLFuR4OzDzqcVx56NAfNn1sAsm2zfe3uzrN4STfLV/axdFkPg/NK5JK9Io71DEY1l3NYsrQH15GM7hhH6ABH2viF4eEavb35TAAyxhBEIY9sHCaIFTnX9tkYeKphLT5zyakpazo6pejuy9EsDPP4tnvZOLzGCkB0PtsZZPbg9ZxIdLyyWZatxTalixEo2SR0q0SyRmQaKBOjYoUKIGoIVN1FNQQqNGgVo1RkYdUFGKlAajyRxzddCJxEwIpRsUHFGhXav9pYt1ejTAKBnUDhqzRfkZnR55lTMO1Ly7LwbOmJ4XV866F/5cmRdR0CEFjF0ZMj9vcnhtfttqzZWtARs9r5KHjHW9/F4qEVXP+FL3X06Naf3sqSoRX2c4aqlz6tNhNX+kosw6lLW8t32NAeo2W0xhiVvOz3H/rAhzn00EO47+HfcO2XPmf3K5EmP7VCkBWIWuf3xRdfzJ//+Z9nn5VSMM0VLk2rMNdISSnJ+S55T6KimEqlyuGHH85jjz1GqVTqKCeX8/F91wpDabmJJPSOS9/KT//95sQy5OJID6UEtdrv2930udH69esRQjA0NDQjr9GRRx7JRz7ykT94G374wx9y5ZVX/sHr+Z+m6f1asWLFcxKITj31VN7xjnd0fHfSSSexbds2enp6/put/P3R8yoEfepTn+If/uEfuP7661m9ejWf+tSn+PSnP811112XXfPOd76Tn/3sZ3znO99h9erVvOMd7+CSSy7h5ptvzq655557eNnLXsaZZ57Jfffdx/33388ll1zSsXm85jWv4bHHHuO2227j3/7t37jzzjt54xvfmP0+NTXFmWeeyfLly3nggQe4+uqr+chHPsJXv/rV7Jpf//rXXHDBBbz+9a/noYce4txzz+Xcc8/l0Ucf/W+NQ7uxOd3ZJZqC6+BKQc4RDJbK5NyEKQkNBT9Hd1dhl3EPWakCKhXr31/utprt9j29zQuovQl7TFJKPvK64/iT/foZig2FqqanpllZADWgabgBNnO1Dbi9a93jLO7voxnkEquOQGuJ1vYvCFwnIqhLVAhRU2BU66BWsYsUhqNXzMN3O7Vkuzuy22M67Ni0n6BWEPKcHJ5bAOHjyDylfDe+m0MmiU3JXKJE8p1M+mBIk5/a7yQYKwgZExCrMRzZhyRvBaqOZ2QTKu6u/Snjm36YyccJtIFQKepRRD2IqTdjmoEiVFb4UUZlCVKNSCw/tASgmXMgZZxaDIMBlNNEOQ2cuEi2lRisFOyYVhmZDKWInBqRrCONR06XcUQrVqYVk0DWsUptgroap6u7xOjwBAt7VpL3c5aZo8UUKKOoNWo0gyahCghCC0VstGmNURtTo5QmChVxrJHCIZdLApPbrKozXsk/3/FY0DPIYFdvK/8GVohLrUqdCTbtIPi+C0JQb4RJXqs25rNtHbe75aXlDI89xdqN/0m9EaUX0RHUnE5LA5tH61Qbcee6nkazfW+DtWdC8c51bS7nsnBJD6W8JprcjooC6vWAZiNkcLCEkyhowjii0qhQbVqktpyfp1R0UA2Dm+9jolaYU/XiSJhsuvhyGY7ezNrtj1IPKhkzmnX+D0GzCKhzkkmfVSsu0b5PwW2SL4VGiwglm8SybteDUyGQU0QqwAQCGi4i8hDaQQqbAwyp0U6EZwoUVD++KSGFC47CCIXGQt9r3WYFarPopLEfnZtFW/65Nua63crR3r9pb6YPVvZua2WYH6++HaVnA0NpkdKKHz9+O9sqw7OWZ/dIiUz+ZnMk04qZOR99Pp/jS9d9mYnJyRn7mcjQE0ymFOuYfekaTl0CU0VTut5SJUebAGVM52v9uvW88EUnsXDRArq7y1gLjcSRTpIPaKZw0042J1aM47h7dMaDzUFmNDQbTSpTU9TrdbTWFAoFhoaGkvWdxKQZjdbMUESlVO4qM29wCCk9tBbUak2mpio0m3uOthiG4e4v+m9SpVLhmmuu+YPXMxv19/dnIE//l+gP2S/f91mwYMEez+n/CXpehaBf//rXvOpVr+IVr3gFK1as4M/+7M8yQab9mgsvvJBTTz2VFStW8MY3vpEjjjii45pLL72Ut73tbVx++eUccsghHHDAAZx//vnkcpbhX716NT/72c/4+te/zgknnMDJJ5/Mddddx/e+9z22bt0KwHe/+13CMOSGG27gkEMO4dWvfjVve9vb+OxnP5vVc+211/Kyl72M97znPRx00EFceeWVHH300Vx//fX/rXGwzF+iT04OXl8KclLiCJAYip7P/HI/rnDQgWDeQHcWZLs7imNDtRLS09tyTWlt3Do7HNvdI54tX+G5Dhe/8jAWHCgJ+jWNoZgdpYA4157t3SIaNaMCF73wRTieIAx9CvkmnhsipcZ1IvK5Jr7ngkpyG2mIA4HWaT4Tw7yuJpef+doOq2E7Dz2TrFAy2zVStIJIQeBIj4JfppzvZ0HPMhb2LWeweyGlfBlXth9KonVUCysQpS+ghShqDEZrlJ7AGI2UZWCaNUjYfqHFnIxraxx3Q4niUoX22Ws0WiTud+0cQToYabBrIgDNvj+1SVxtb5XTRMvI5g8ywsZCOAmDT1tZbbKmliGRrGKEIme6kMJFSNFhpUvzVCgVs3V0Pb2DRaIwpjEes3LBAUjjJI1IGE0JsY6oNmo0mxH1Rkit1iAIQ+K4BQWslCZoRkSRdUn0PIHrWYbEMiUtRrCdQUrbJYVgoKuPol9oE4jbxiQTgGaSlBLPdcjnvEyIazGizDXwVKrb2TH8KAZDT95q9zPrYfp/KoABt/9mB6/++1/z4e/8F+PVXTMiWT/b6p4docpM+87+9X2XUt8gCo+tG8fZumWKcjlHsWTXbqxVktunyvyeAhKXai2kt9/BVAVR3WViZ4F6LPClwRE2bsIRhpw0hAq2bC8jZUx/odaCbRad7XuuFotdjMysgllrSZuZ9WaGgmQdKJlYskVLiBZAwtS3u00aNLFsEMgKsQiQxiOve8mrXjxdxtNFHJ0jkg0i0URKh5zsIie6kNg0AXFsrUtp3F/aXgSzbhpt+pxWF9L5K1Lr1sxxaf+TvRetL3+94aHdCkApKaP49caH2oqSSJwsVqZd8WTnqWPz6aRjmNXfoa3g5BefzLyheVx/bcsalA62SKzHBsO/3XwLp5x0OssX7sNxR7yAf7j+y5nggzEcf9RJfOFz13Pp297FfssP4tjDT+Db3/yO/b3T/A3Apo2bWNi/mPGxcS5967tY2L+Ef/7uTWileccll3LkoUcxb2CII488ii9+8YvZ2rvyyiv5zne+w09+8hNyuRz5fJ5f3fkrXMfhAx/4AIceeih9fX0ccMABfOQjHyGKoqwv6XptNBpMTU0RRRH5fJ5yuUy5XOaBBx9g3rx5hGGAEILvfe97rFq1L7feeitHHHEMg4OLeOUr/5Rt27bbJyAc/v7vP8Vxx72AWq3J5OQUZ599NldccUWHNencc8/loosuyj6vWLGCK6+8kte97nV0d3fzxje+kdNPP51LLrmk45kPDw/j+z633377Hs2RXdFb3/pWPvvZz7Jz5845rxkfH+d1r3sdfX19FItFXv7yl/P0009nv3/zm9+kt7eXW2+9lYMOOoiuri5e9rKXsW3btl3WPd3SsWLFCj7xiU/wN3/zN5TLZZYtW9ahRAfYvHkzF1xwAf39/ZRKJY499ljuvfdeANauXcurXvUq5s+fT1dXF8cddxw///nPO+5Px/iCCy6gVCqxePFivvjFL3Zc89nPfpbDDjuMUqnE0qVLectb3jLD6+nuu+/m1FNPpVgs0tfXx1lnncX4+PiMfp166qls2LCBSy+9tGOujY6OcsEFF7B48WKKxSKHHXYY//RP/5SVf9FFF/HLX/6Sa6+9Nrtv/fr13HHHHQghmJiY2OOxj+OYt73tbfT29jIwMMBll13GhRdeyLnnnrvL57On9LwKQSeddBK33347Tz31FACPPPIId911Fy9/+cs7rrn55pvZsmULxhh+8Ytf8NRTT3HmmWcCsHPnTu69916GhoY46aSTmD9/Pqeccgp33XVXVsY999xDb28vxx57bPbdS1/6UqSU2QS85557ePGLX5zlsQE466yzePLJJ7PJcc899/DSl760ow9nnXUW99xzz6z9C4KAqampjheQ+Iq1vYwAYzX4aI2vFUUhLE+qrWuDVgbfyeHrEuVCF92lonXlUWa3r2olwHWthlclZ5P9Te/6Xr37sqe//vSI/SnlwHMcclLiCYecdPCFg4tPdz5i62hAznE4/7ijKeYcjCoiyeE7Lq70ybldrOpfSMlzKbiSvCvxpSSHoOAKBvJw0aEvZu0zaxkZGSEIApRSs77iKLIAAUpZlKW238Ai5bR/p7VCa43n5OgrDTHUvYz5Pcvtq3spfaV5FLwSjnDtYY2DFB6O8Gywa/v3OEjc5NAWYGK0nsSTg0h8BK1rnRQhyDhI40wrY+ZLzHZNeq92EMqiTlm/cInT1haJizRudq3ECtPp+xn1GwdB8jI2uZ80MkM2Mk6IxLWQ2FIk9yUaXNMqwzG2fgcXKSTKaYKjKdCDK3ykdJDSsYyOcLExWg4TlXHGmzsYmNfL6PAkJTGPJfNWIbSXtMWW7QgPbQxB0CDWFna40QwJGxFhXRFHNpGw41hkJgtuIcBIjBZoJayrHQkPlHxufykFlUaNOG5bOxqUNtZlL9ZEyd84bn2XXmtdP61Gtn39at1W1rQ1NTq+Aa3Bdbo47RAHNxT4jkPOleQdSc4ReFJQ8B08LSgkeUseeGyM937tYSZr4W7XbdpG22aTvQfrDlethrPvFzFEeAwM9SKkoDrVpL+/iDH2vmYzoNFs4sgiRyxYSZ/n0oxjevvyrNzHx6/CxkY/mzYOMdHII/HwpYeDRy30WbdliJLrM1SK8dyEQVZe2xxN/u3BmnnOL+Eik1gIB8fme0kVIEbaOZheqzw7x5P91nGS9+nekP41rp2zpm0PwMURDkiDlgHKCcDR1uXTCVFOHSWbaKdJ7DRQbhPHcSiIXor04VNCGNcqioxEtNcpPdsPmbySwHxHujZPjZxt7aeOnjOlpUywa7OQCiGohnWeGt0w55nfolZZT49uoBo0krZahYZIXHKlI6x1ViSWGRKX8MTVsCUQpS217oeO4/C+D7yXb3z9m2zbur1DaEptw7976BHe9Po386o/PYf/vPM/eNd7L+XTn7yGf/6n73e08ytf+hpHHHk4//GLn3Lh37yWy9/zAdY8vaZNsMxqZvHixTyy+iHK5TIf+8RHeOSxB3jVeecgDCxevJhvf+fbPPjgg7zvfe/jQx/6ED/4wQ8Aq8hNlcAbNmxgzZo1nHDCCQgh6Orq4mtf+xoPPfQQn/nMZ7jhhhu49tprsxamMNpBEFAo5CmXu/BzHsoYwtgiwQE4DhSLVnnTaDT4wheu4+tf/zq3/fzf2bRpM+973xWJ5UcSRTFKaRqNhnXjcyS5nE++kN/lU73mmms44ogjeOihh7jiiiu4+OKLufHGGwmCILvmO9/5DosXL+b000/fg3mya7rgggvYd999+djHPjbnNRdddBG//e1vufnmm7nnnnswxnD22WdngiRAvV7nmmuu4dvf/jZ33nknGzdu5N3vfvezbs9nPvMZjj32WB566CHe8pa38OY3v5knn3wSsKEdp5xyClu2bOHmm2/mkUce4b3vfW+G2letVjn77LO5/fbbeeihh3jZy17GOeecw8aNGzvquPrqq7Mxvvzyy3n729/Obbfdlv0upeQLX/gCjz32GP/4j//If/7nf/Le9743+/3hhx/mJS95CQcffDD33HMPd911F+ecc07GE7XTD3/4Q5YsWcLHPvYxtm3blgknzWaTY445hltuuYVHH32UN77xjbz2ta/NjBPXXnstJ554Im94wxuy+5YuXTrrmO1u7D/1qU/x3e9+l2984xvcfffdTE1N8eMf//hZP5u56HmNcrv88suZmpriwAMPxHEclFJ8/OMf5zWveU12zXXXXccb3/hGlixZkiUQ+9rXvsaLX/xiAJ555hkAPvKRj3DNNddw5JFH8q1vfYuXvOQlPProo+y3335s376doaGhjrpd16W/v5/t27cDsH37dlauXNlxzfz587Pf+vr62L59e/Zd+zVpGdPpk5/8JB/96EdnfC83B8ji3FacGJiY81crpD05/ux9c4d31LP3a578w/j2enRx2bEn7Pa67U+u5lBHcujxR8990arFc/9mYGx0jLHRsefQyhY9/PDDe3hlyf4TS2yCzv8u+bsfo/9pOqj/Rc93E+am5AwdHJhHWIVeVtDbv2L390XJaxql/Itm9swX8Uj/nEWOA+PU5/z990+HIDiEKICj5sNRZz+7uzevDYHn7priOt1s32LYvmUuV5haEp5eoKtUYMsmBR3jk7pWNLjosP2fXeV/PK7jABxQPvX5bsL/GLmuiyfz5J2uDHY+paLXPes9TwxvtIKMeHb61W3VMRZ07zp+bU/JkVYh9aevOp8vf/HrfP7q67nuuuvwHbtxF1w7H7/+5W9yyimn8P73fhCAQw44gmeeWs9Xvvh1Lvqr1wNWtDnjjDN58xusNeOgSw/j61++gft//RCHHXgUAHlZbFXuwrIFXQghGOiZx7JF+2Q/ve+y92fvzzvvPH79619z00038YpXvALHcfA8D9d16e5ujW2z2eywNsyfP5+/+7u/4/vf/z5vectbADJm3nVd4lgRx51nexzZ1dloRPh+EyklURTxuc99LuN5Xv/6i7n66qup11pr3MYyFuwHk+YVrO1y7E8//XTe9a53ZZ8XL17MJZdcwr/+679y/vnnA1b7f9FFF/1eXKKEEFx11VWcc845XHrppaxatarj96effpqbb76Zu+++m5NOOgmwXj9Lly7lxz/+cRaDFUURX/7yl7P7L7nkkl0KVnPR2WefnT2Xyy67jM997nP84he/4IADDuDGG29keHiY+++/n/5+e77su+++2b1HHHEERxxxRPb5yiuv5Ec/+hE333xzhzXthS98IZdffjkA+++/P3fffTef+9znOOOMMwBmWKf+/u//nr/927/lS1+yVtFPf/rTHHvssdlngEMOOWTW/vT39+M4DuVymQULFmTfL168uENQeetb38qtt97KTTfdxPHHH09PTw++71MsFjvum412N/bXXXcd73vf+zjvvPMAuP7663+vsfjPqxB000038d3vfpcbb7yRQw45hIcffph3vOMdLFq0iAsvvBCwA/Cb3/yGm2++meXLl3PnnXfyd3/3dyxatIiXvvSlmRT9pje9ib/+678G4KijjuL222/nhhtu4JOf/OTz1r/3ve99vPOd78w+T01NsXTpUvTSPLpsNxebCVwgMZQkFBKtri/BFQY3DbkVEIWKkeEaCxd3k2Z/bqfZvHDCUDE+WmdwqITrSpQyPLW6zn4HFJNkim20Cxf46WXvbv/6wUOP8Z+Pb6QRe0hhKHgRXuyhvYidU3aTP/vIw3jVMUfQXyoihaQWhty3Zh0/uu921q0TuF0C13WQ0mrHPcfhnS9/MS9YtSLbQKvVKo899hhxHFEoFPD9XNLvEGMM0pHEUczBhxxKPp/LAkCVUjz88MMceeSRrbxBie982rXMVRCIVUS9WWWqOUG1OUalMc5UfZxKc4IgbGbaNqtjTMpozx0irJuBkEXy/oEoPU6stmIIaM/DkMYQz8VDtFzRrfbPwq4mKEMi9ZGfZSIYbKuMwHKsInFb00gcDuo5ldWTd9ggZp1ofaVuU9i2xRS0BdGKNPZBgGvyCO0SupXZ25C2Ix0XkwbcCxyTx1E+2kIboE1LK5VCXXeX+jh4ybFs3zCOIyX9S7p4attDVKoVkBY2XScuSlJISl4XpXKBvF8g7/vkvLyNQaLT5asz/kWgRvtxB8fI0AdmId91WdAziOd4iRVHdSwSqz210LZa6444G9HmOjRjeGZZxGs3/pwobuKILmq1OsbAQ5tL3PM0VEKQEhqBwFc2QaaULTerekOxeEGBL/3dcbN3hM61nAGKGWsdWvtUk2UrPbZtnSKONUuXddvYJgTGCILYYdOwT8lrUBndyZIlPfT05rn98e38+2NbaQQxCImODS7wolULWDAwxiObdjDVdJACfvOQx74Hj3PUogrVaheTdZfugqKvu8rGRsR/rVmC2xC88sRGFueSjZJqi+NyTDo998BndM/JGIPE4YCuU3h86j8tumO6EEXikqTT2J+Wa5RdIhbp01qCW55T7aAXiAQjP7uulcBTOODH3Sg3QMsAo0FHEoNK4joMKkFJxIDExTdFFBFKBta6nLqYto+Jaa2rdN+XUlh0xMTqU/S7GRh6GU1VJY5brELR7aYeTc06VpVgAqXjWX/rpPQh2dZNBRM04qRMkQKrWHe4tG/aaAtC0PZwUxdykbjFGjRKRygT04xrvO+Dl/Hnf/oXvOHNFxEoK5in9Tzx5GrOevmZNFSrL0cddzhf/vKXqYbjOI5Nwrr/QfvS1NXkgcC8oUG2D2+lqev81fmv457fWE+QpUuX8Mt77iBd25EJiGhaa5t0+frXbuDb3/o2mzdvptFoEIYhRxxxRIbY5roujuOQy+UIgoBcLofjONx000188YtfZN26dVSrVeI4pru7m1KpRLPZRCmFEIJSqYDSYbaHGANKC7SwClfPF+TzDp7nUiwWWbFiBZ7n4TiShQsXMDw8TKPRSNyCTebGFEVh5m7ZbtGZjdq9bQDy+Tyvfe1rueGGGzj//PN58MEHefTRRztiuttp48aNHHzwwdnn97///bz//e+f9dqUzjrrLE4++WSuuOIKbrzxxo7fVq9ejeu6nHBCS+k4MDDAAQccwOrVq7PvisVihwC1cOHCzMXuV7/6VYd30le+8pUORX07HX744dl7IQQLFizIynn44Yc56qijMgFoOlWrVT7ykY9wyy23sG3bNuI4ptFozLAEnXjiiTM+twMX/PznP+eTn/wkTzzxBFNTU8RxTLPZpF6vUywWefjhhzsAOJ4LKaX4xCc+wU033cSWLVsIw5AgCLK5/GxoV2M/OTnJjh07OP7447PfHcfhmGOOyXj//y49r0LQe97zHi6//HJe/epXA3DYYYexYcMGPvnJT3LhhRfSaDR4//vfz49+9CNe8YpXAHaSPfzww1xzzTW89KUvZeFCqz1qXzgABx10UDZ52idiSnEcMzY2lkmpCxYsYMeOHR3XpJ93d81ckm4ul8vikjrIESSnDWmOmpJr6HIEvgBPWmQ4R3T6pEeYxM1CJEJQZ7GzhyIYpCMSOMxWaY4rcNrxgKEjVGRGKbtgKma7/i+OPZQtGyd4eDik5BpE6BBpQ6+n2aRiQPKjBx7hZ//1OIcsWYTnOKzbOcL2yUkWUSOsdRE0wC0oBspFqrWQM484gJMPaGlOjDE0Gg08z2X//fdPzPx1jDH4uTzFUhdaa1Y/9ihaxbhOcUb8g+M49rAzxnomkiYkNBiT5oax17mOh+/n8Bx7MEc6JIjrBFETTSoEdTJp7eNmhE0AiRE4TjeR3pIIT7oVG5CgFu1KxkwFNuv7n9wrk7+zPai0PUbYOAVpsjpMmwCmTWz7IVNhSSQw2Rbq2sot9jeRMH+kSt8EGcw3ZRtXINJEQ20hCSZrDlkCQZEc1qIKUuCqIp4pEYoKmjg70LU2TFZH2DD6GKtWHsXGNduoDAccuOQIHl1/P7VGzUIDY19aQ0VPJgANBoRGSEHOEziilQG9BQ3ccoOzMmKSJDYbO5P9BQhixfbJYYbKAzhJzqjMRUdKHCmQjlVcrF83zrIVvRQLXkccSDZA7Ooz9PcsY/vwo9SaU4CgXC5w2qEhpxyiaDSn+Olvc/xqdS/CSxDBYp3EWNm8QhO1aKbCo73GbO61TZlMWLVIcEuX9bBxwwSbN06xbHkP+YKHMgITW0a1XqmRy7l09+Z5bNskP35kMwZNueggjE+91iQAbl+3haPDcRb1hCzqtUzsXXEXqx/vYfukx9L5Y/T1BOxU8LtN3QzvnE9t1GPxgnqyxkznELnK7qFGQCzs806FEzPrcO4BmRnLSCdfRDpC6xhhHDsnjLBw19rJYk1I4LGFJBNCWrFu09qUopQlQpBdlRZARoDNmYVGE9n+CyyYSZLw0ia+tKhwSDAyIhAROdONoz0UDYxMA/tNJvzY5y4yoUwkdeu2/VEb1RZ3ZmY0PhVGMqUR4DmdFqNdjXH7O99128pL8Q5byTvTkcn0Jx2CkEmAK00rTgjQxJxw0rGcctqL+cTff4rzL/izjna3ajdZSbN973luS7hO3P60ts/rC1/4AlPNSYSQuK7Tdm+iCEnQ4H74Lz/mA+//AFdddRUveMELKJfLfPazn01grTspFWqklPzmN7/hoosu4kMf+hBnnHEG3d3dfP/73+fzn/88xhiCIMB1bZyqNrEdp/QcB5DgJcmuVQK8I6TA8zzy+TxhGFKrBQSBFZ5837pGam3383q9TgqoYAW01vNtdydLqT1mKKWLL76YI488ks2bN/ONb3yD008/neXLl8+4DmDRokUd3hlzCQzT6aqrruLEE0/kPe95zx5dP508rxNgqV3JfOyxx3a0abo30O7KSZn1zKo2B7373e/mtttu45prrmHfffelUCjwZ3/2Z88KYGL9+vX8yZ/8CW9+85v5+Mc/Tn9/P3fddRevf/3rCcOQYrG423bsCV199dVce+21fP7zn8/ij97xjnc8JzCMXY39/wQ9r0JQvV6fkSjM+srbSRNFEVEU7fKaFStWsGjRoszvMqWnnnoqk95PPPFEJiYm+P+z997xll113f97rV1Ou3VqpmT6TDohCWDoJHQelCKgUUTQQBAChC4KUVEfpQWlKShSFARBBBv+EppAIIUEQgnJkEzLzGTKnVtP3WWt3x9rrV3OOffOhPIEn+d+53XmnrL32quv7+dbb7nlFi666CIAvvSlL6GUyiQED33oQ/n93/994jjOBuW6667jjDPOYHJyMrvmi1/8YkndeN111w0g81MnwyGaIAjgCwiltgAIdzLlVwuROSgvNUmKv6lUlyTDS84tyzRYv9ifmB573nbu+MrttFJBTZjwbrPtCqtGF5haGAMEnSjmW3v2ZxVYMzbPHbeN4PkpNS8kbqXMdSNWjzb4X79wVlZ2kiQcPnyYY8eOsXHj6axYscIe3ivQOjdx6nQ6p9wYhyEc79R/W6Ii2r15FrpzzHdmmGvP0OwskKRxgVmwLenrZ2OT7uOJFUjRIE73ggt5foqUSZGVRRYu2IHQ2QE9/D6RdYjw0/w6FyKwzOqY/4VGS8OEoaw0FgPgTP4fCkBKIJRj1hKk8kllmqGfokIsq1OxuzLpuCaSbUJVJ9Sj9MQciFwbp9EcOXGISthg7cYt3HvgOEEwzvb15/DD/d8hSrroDOBoFCmtbivTwjhHa/wgC15hGMBhqL/Yf5o8YpQDCIo4buPjM1EfzaLE5c7m5rMfSOIkYWGhS63qZ/0FpzYtpQxpVM8h7u1GyBaV6gjCS0nSiCTtUamM8sNDVaMpDSwgtTlkXETztSuGCGKKTT3JFDSR4Dw2bZrgwP5ZDtwzz6ZN44SVkFQJur2YtNVh65ZRAl/y33ceJUpTJuvGX87lHhqtSI4udNgz7bOqEWUgZd2mHvturzFDg4XZhvnSKjajOU3c0px27lJSGDv/bYRFlAH6Wuo8wf2p7md9iD2LsKdcOOR8c5EiREqJklbrLMGXIVoL4l5kQAoqO79KIi33NrV7vAWpQi6x/2oNFmzhggTY65XzHQXwEmJvHp86FTWGVoqELomOBjSsmfYJNw+K4EQzsHCHVavwZtvkBqSQA2GxB0lkXS2lYPuqzSa6WRZ6WttomzrTohkdUF6nIvgS2GSyQ577e1f/Lk94zJPZvqNsKrVz1w5uvumWUn/ffNO32LZ9axZFzT0o8zjKEIZ5v379elaJlda/UGXwDUAKD18a/8Mbb7iRiy++mBe/+MVZoc6U31EQBJlvqkuQ+s1vfpNNmzZl5k9AJtx1ICSr6+Chg0CbHFKAxkPKILtsYWEhS8bqykiSFKXiLLBFvV6nUgkzAXAQGBCUpinf//73ueSSSwb6u5/OO+88HvSgB/E3f/M3fPzjH18ykJTv+yUTsVOlhzzkITzzmc8s9RMYYXiSJNx4442ZOdyJEye48847BwTni1GtVvux6tRPD3jAA/jbv/1bpqenh4K766+/nuc///mZ2Vez2WTfvn0D191www0Dn886y/BGt9xyC0op3vGOd2T7zj/90z8N1OOLX/ziUFeNYRSG4YC/0PXXX8/TnvY0nvvc5wJm/9m9e3epT4fdd19pfHyctWvXcvPNN2cuMGmacuutt/LABz7wJyrb0f0aGOEXf/EX+dM//VP+4z/+g3379vEv//IvXHPNNdkkGBsb49GPfjSvfe1r+cpXvsLevXv58Ic/zEc/+tHsGiEEr33ta3nXu97Fpz/9ae666y7e9KY3cccdd/Dbv23ses866yye9KQn8cIXvpCbbrqJ66+/niuvvJJf/dVfZf369QD82q/9GmEY8tu//dv84Ac/4JOf/CR/+Zd/WTJne8UrXsF//dd/8Y53vIM77riDP/zDP+Rb3/rWQPSTUyZhpNIVKfCFAUFOSST6tEBgtDepzfZ9cnISdKchoHSe9fm59t+WHf4/LiAX+Jy/YwcXnzZOKDUt5dFMJS3l01oIOH1iDs+Ps4pJL2bL5DxHDlYRAtIY2u2YJFIEgeTKX34Y2zeszA6he+89zNTUFFu3bmHt2rVDGVmtNZ122yQgDEPUSTkhxxQUyzDl9OIus60pphbuZWr+EFMLR5hrTROnvawNjkEe1huCAF+upeJvJ1aHiNOjKG3av5TmLWO6FZlzvpDamKrJIRqjnAs3r9Sa6XiYw1D0PYACFimMuQt+pHFaHXuvtKyIzl8obSMqaZRIEMrPTedKDxjCaBWEzNp+EYk2WiT4uiyxchHQDhy7mwV9hLXrVzEzNYfsNNi6/gw8ERrQpl3YcgNcW+023V6PXtSjG3WJk8iaEpK1ZaD/B/pGW2bTrCmVmJwrs60F5jst2/XSRpnLI655UjA6VmNhLsq7/BQXlZQhUa/G7t3H6LXOYnx0G55UJHELrRWjjdPYuvHhnLl1LUpBbAMZmKZrej2FlIKnPOSn4WshqFQ9Nm2ZwJOC/ftmaTYjkkTTaTapViSjYxWU1uyZahIaKQ5aC5IkxfM9EhXhScVM28/6VmvNWRsUwZgmmtW0D2t6JxS9Y4rWIUXc1DQ2xowESx9V2q1dT0NgzThdQIts/ZQZ9pORGyal09z0QgHajHOFEQLPp1qpMjYyxsToBKONUUYadSrVELR7fg7icVomF1xMavCM5sdparUSJiiHjS6X/aZtdEw/Rfg2lxc2ipq04EhjAhpIifJ6xN6Cid6oa1T0OIFu4OmKDXbizFrvgyhmCI7L+1MzWmmwc+XmkxSRAyDQ7Fq5hdGwzmDOM7vWVGpM/pTKBkUM/O8GrNwSAZx99pk881lP5+/+5kOl3674nRfy9a9ezzvf8S7uumsv//SJT/GhD36EF7/0ReXW6byuxRYI4SwFZPa32KcmJLZJirpjxw5uvfVWrrvuOn70ox/xh3/4B9xyyy2l+mzZsoXvfe977N69m5mZGeI4ZseOHdxzzz380z/9E3fffTfvec97+NznPgcYZlBKac+P4RESjbLe1C/0PaJeTLfTxUTKTDPwU4zmV61WqVpTvEajhu/7PPwRD+faa6/li1/8Avv27eOlL31pFuHrVOjyyy/nz//8z9FaZ7zbT5v+9E//lC996UslgfjOnTt52tOexgtf+EK+/vWvc9ttt/Hc5z6XDRs28LSnPe1nUo/F6LLLLuO0007j6U9/Otdffz179uzhn//5n7PAWjt37uQzn/kM3/nOd7jtttv4tV/7taEmX9dffz1vfetb2b17N+9973v51Kc+xSte8QrA+BjFccy73/1u9uzZw9///d8P5NV8wxvewM0338xLXvISvvvd73LHHXfwV3/1V0xNTQ2t95YtW/jqV7/KoUOHsmt27tzJddddxze+8Q1++MMfcsUVVwxYSW3ZsoUbb7yRffv2MTU19WObr73sZS/jz/7sz/jc5z7HnXfeySte8QpmZmZ+Kj5lcD+DoHe/+90861nP4iUveQlnnXUWr3nNa7jiiitKiZo+8YlP8OAHP5hf//Vf5+yzz+bP//zP+dM//dOCRMU4gr3hDW/gla98Jeeffz5f/OIXue6660p2hh/72Mc488wzeexjH8tTnvIUHvGIR5TCF46Pj3Pttdeyd+9eLrroIl796ldz9dVXl3IJPexhD+PjH/84H/jABzj//PP59Kc/zWc/+1nOPffc+9x2QR5S2RcaDwN+vIIkqUjaSqyFgDQdTF4Iw6SHRguUaY/y3Ty/fzEg1C9UygVgA6/+lkGAlDWkqPLoM8/j9U/+JbYHCWv8hBUyZiRNmax0uHjyEBesXOCBKxfYUbuXw1MVvJEKIxs8qiskwYRgYl3ILz/xHC4+e1OJ8Q6CkK1bt7JixUp7EJRPZwGkScKxY0eNk14w3EyjFNK4ADxNoF5zVPeiDjOtY5xYuJcT8/cy1TzGQmeWVBXNAXKjF13oY/NeIEVIxT+dRB0jSu9B6R7FbOd5MdqaxOUCaRelTAhdBjLuuc6GvjR+wkiZBSbSkvMXypBaYYCLHL+7N9MWkYMFd8wWwZKmNC5QBGbDuKv+CWP6WZfqpYnp4BGUzFtcp6ZpzL6ju9H1NivXTDJ1dIbJYAOb1m1FaJkxjG40e6pDs9mmF/WIEgOG4iTJzYNKoCwfPK36Eq26OU+u7dFC0+y1SHSaSVQ96RkgZO+eGKvQbEZ0OlZjeAqbt2cB0O2376PVbHHWmedxzhlPYPvmx7Jl46PYvvmxbN7wCKqVcV72S7vYvKFOEiva7ZROO6XbNeD6gTtHeOi2FT+WecHgmrcaoc0T1GoB9+yfZnpqDh0vsHJVg8A3kvzAEyRKI4RHEpk5Ln2IUwMEPanJEgNrzWljKSs296ivUwgf0p4J7y5rML4tojqikWHL3LOYxECXZigGDWijTnKa0NT8zQUKbm6zCArQQ/1QPM+nKsbxKhDWfBrVBiPVEUaro4zUGlSDKtVqBS8wWkmdmD04A2Mp6MTOU+HAmzICBuEYBbNYM+ZbeWglwf4upLlHekbj4AmjcZDCRHA0ET8EipREdOiJOWJhTJt8qlQYIxQjZAmgnTmoW8/lbhjaP2VAmcOEh226wES5G0oiv0VofM/nYZsfWNo/suvcFlR6fkHAYz+avdpVxa1fC8Ltt6/93VfmwkN763nnn8tf/+17+dd/+Tce+8gn8LY/fyevff2r+JXLhvlL2L2icFZkqRAyoVO5k4opE174whdmkvNHPvKRTE9Pl3gLgBf81m+xc+dOLr30UjZt2sQ3vvENfvEXf5GXv/zlXHXVVTzkIQ/hhhtuKPnI+L5v2zW4LgTCJv82Y9FqNmk2m5l03plqKaWytoyPj9EYqVvTeSPc6vZ6/ObzfpPn/sZzufzyy7niiivYunXrKWmBHF122WX4vs9ll11GtfrTiCw0SLt27eK3fuu3BnIZfehDH+Kiiy7iqU99Kg996EPRWvOf//mfA2ZYP2sKw5Brr72WNWvW8JSnPIXzzjuPP//zP8+A6DXXXMPk5CQPe9jD+MVf/EWe+MQncuGFg4GjXv3qV/Otb32LCy64gD/5kz/hmmuu4YlPfCJggitcc801vOUtb+Hcc8/lYx/72IBf/K5du7j22mu57bbbeMhDHsJDH/pQPve5z+H7ww3D3vzmN7Nv3z62b9/O6tWrAXjjG9/IhRdeyBOf+EQe85jHZOCuSK95zWvwPI+zzz6b1atXD/g2nSq9/vWv57LLLuN5z3seD33oQxkZGeGJT3ziT20eCf1/0vju/3Gan59nfHycf/jGZxkdGzd2xEIz6ilqEqoehEJl2ewh33SNVExz5N55Vq1uEIb+EhqEnLHv9RJmpjusXtMwZoQp3HF7izPPaeD7onBPsRD7t6/8k/NuAiECpKjiySpKBfxo9wE2nH4OH/r4B6Ah+cqUotPTdOdTQr9LEKbEaYgKqoxVoJX54gu0gLFalT955pM5a13ZDtdouMr+PcX+6kURhw8fZmZ6mm3bdzAyOmok85aZS9OUW265hQsvvNBsQkJkHeEk1EproqidAaDphaOcaB6j1VvInX+LGg8cICiOBQgknlenXnkACUeJk8NoIhxgKDZBgzHnsUlMhfXJcTyBM3FyOZ7687xoDTpxXKsqizkGtDPOT8DjvMnH8b3pL6JI866wDVCOCSmpyGzbhGXI7CN9VUdoj8RvYmya+m6wPg7YfipqnoxNv51HQKhHSemR0MvMa1wIXekJGrURzlh/Ec2jim67y7otK9l99BZOzEwZ5tL5A9ln18MRRkfqVIIK1bBONajiez7SyxkapQTp1ErkiuMITxe+d4xwkTMDZyozVhth7djKshmNvSZJFHffPQ1otm6dJKwEWd8NY148L6TXq3H7D/axMN/kzLO2c9q6GnE8Z+ZMNtb53tCNEj51/T187XvHaXYS1kyGPPGidewar9DtJmzeMkmjEZ6y9MzlVLrz9g67zqoO+BQlieLwvU0O3TNPrVFj566VNGqSKO3xiRv38JXdM6waadBrR/i+h/Zi2r0WzUhyxuoeZ67uUPD84AuHFDOzY3hBbLSQAqRQpHGN+kiTrWtOcE5ltWV6c78brBQ8WxzWFA5t+9dqT5xdXKY7kHYsi3tddp0DICoLoS9VwPmrnsD3Z79AhVHCqqRS86gEFXwvIPBM5FIzFh3aUYeF9hytbgdSD4kBPFrJwprRdn3qQjUK2iNt1nVFj4BUJH6rNF2UsuAvkaSx0di6OSG9PBmnRoMyfk1aub4xmiwERKJpxqIwN4QUjFTHedjO/8WGDevwAz+rYT0wgRFywGGfUtgH75zay2dv/yKpLgt68pDbGk9InnHu4zhj9dZ8CIadPQNj1H9B8To7ztrDhdUets7yuhYqLVz9hpHN64RASJlpff3UJ/GSfD/GJC0NZIAvTchv4cz5F+O0Crbq3W43ixS32Fp14CWKIoIgIIoiarUKWidGIw8Im2ogiU2Y614UgR7cO4IgIAxDC6YUQeCT6oSr3/QHfOP6b/LlL3+JXq9HtVpF64RUaW7/wR1ccMEF5b3uJOSY6JtvvnkoY79Mp0ZbtmzhqquuKrlk/L9GSinOOussnvOc55QUJkXqdrvs3buXrVu3nhQs3a8+Qf+vkif9TIUeWP8fpwUanr85p6JfEBR4sUVuCgLPMvMpterwTavA/y9JSz/LACBPVI0WSNZAm1wsCRE3zs7wm6tXcXBEsFdApeKj9AgADfv8looBvyBTFGxZMckZp60ZeFq/n1heR838/Dz79++n0+2wbdt2RkYai/ZpCUhZhzwnq4yiFjOt40wt3Mv0whGmm8dpdudLdvX9z+4HQKZYiRQVpAwRyiRJ1ZlNjKuZfaqS1sHbSofF4HxwZ/oAdtWY5IwSa7bW/yM5s5j9VbnfRN+lZeGmJtcQGaYqYyu1xqYaItUJoaoiVRUlc3PHUuWNs1Euv9U69xvS+fxK6eFRJREREklJXqOh3W1y99Hvcda6B3NkX8SJe+fZsfEBLLS/ThRFCCXAM75oGkUnbiFbAl030nMTm6RCIANcEvkc+Gmk1pnQWXrSCYMLo5VTO+4y32sxWR/LeRp7lR8Y7cmePdMcvrfJ6adPZAKIfpIyB0DzcwucedYO1q1rECez9I+4cyAVAqqhz29cspXfuGRrYRw1cZRy8J457tk/y6bNE9TvAxDKy+mfz4bBroQ+QoaMTU4QBB6pSuhGXc7fGPL9wxWm5jsEQCP0WOj26MSSkUrK5smeaYoSaCGIlGJ8woDE5sIYqbKJcD3FxPg8o+MnSAUGuEiN0AqduX6JbD6ZDjS+aNkYLLJ4hDDgK5uebj0UF5YWoARSB1n+uFq1RuAJKpWAahgSyIBUK7vGDaPs+wGhSqiGNXpxRKKVWddZUBL7vMxO2Uk27GMTkQlDhK9QMjFRDQciPeSLRrjkuYX9JwsqoPtmjgAtFBEtqnqCUI8QyVbOQBcEKktPjIE3GZ2xaivPu+BpfOPAt/nRif0onWuIhRTsWrmVR2y+iHVjq40EJNuCRWFMcgGQq7gbz0GMNLAbMrhKh1b+pNdobbTw2bdW+OT6K0+aq40fkPByrZwoBsVY5JmZMMMIpQYsG5agIAhI0oRu10WTM/elqaLd6dDtdo2mR8rsfAPwA59atUZYCVE2H1CapiSJz4GDh/jyl/+bCx74QOI4wfN8TLCO4VYqS1Ecx5w4cYI3vvGNXHzxxcsAaJnuM+3fv59rr72WRz/60fR6Pd7znvewd+9efu3Xfu2nUv4yCLofSAgjDQxtVnTnD9QfrO3UysqZlNw8LT/EpIBaLaDViqhWA4oHg7unWM6pUPE+w1BIBEYDJGU1M4Vz0tYPfeNrHN8b8N3RhKdu8NkzCt+dV7RTWFOBXTXB94+lfCctgzRPC179pMdkTudL10kTRRFHjhzh2LFjKJUihcDzZHZo5dzH0uV0ex0UMTOtKWsCd4RpqwE6ucNvmYzNfpXQ34ImIVEnjCQ7O7q1YXYwZmFCKghBO1O2EhApACDdxwg4hhCMU/jSrSRDV0N5hZx5cs/UQpCpoZSR5ArLpLiIcQiJ9hMS2cRXI2gdEnstKJriYZh2B6AENgBDWq6H1pqUCF9XCagS0xkYPq1hvj3DgZk72LD+TA7tPU5jrsG29Wdyx4Hvmico34YCN5LadreD55ukrE4kL6WXZabX2VzLGRPX4UU/vdzPw5BKE9rdDmPVBp4cFDZUqz6bTh9nz55pgsBj3bpRy7BoVKrQaYLnV9FilDvv2GsA0Jk7WLd+hDiZRdtw4madntpCFUIQhB6nb5rgnntm2bd3hi1bJ6k3TiWC1+LP0FozPd3h3kMLyPoKgloDTUQv6dHpdRiv+vzmL5zJJ6/fzdFuxFyvh1KK00Zjzlnboe5plDIAHKHx0ARSMD4xw8qJeTrdKmhBpdoj8BPaiaYqnYBC54IBgZv4OTjtm8uDqz2XKmRluIu8wprU5MDEU/i+FVr5oQnZrxI63YSulERJTK1Sp+pXCDyT8DTwAsKgQiWokqQts2ZcQBMnUNASIVVm7mWEGBItbHAAmaIRKGI8HaC1xEVlcKbR2gI1pEL0+TxpzUCUd1E4ZDSKrpglUHWq6SSRaKJk5AZ50fHPHnASWje6ml8+5wk0ow77Zg/TS3tUPJ+tKzcyVrEBMLSN6KaL9cpTDBjzwAyVDmXCBU7gUNwotTGNLTnEnuoB664VGbgx+20+d4pm1Dl4lHjSASATTCYLwHIK5Hwm7ouQQqOpVkKiKKHTMWZgaZrYZKcmypwLJKW1Nsl16zUqYQUwpsUmtLhpz4kTJ3jwRRdy0UUX8drXvY40TalUKkSJs1C5b0zK9ddfzyWXXMKuXbuyxLDLtEz3haSUfPjDH+Y1r3kNWmvOPfdcvvCFL2TBIH5SWgZB9wM5AFSTioqEQJgwll5RDL4IGUlROczuopoZNFoIRkerzM52TLSdIWYBA/cvUoV+oGQ2a4mgYsFP1Wg8RMVquozG5K5jh/C2Sm7Z3WQ+rnPGeMBTV5rD4ciC5vtHu/xgIUWEIZnJkYaHbdvA+snxk/aH1prZ2VnuuecelErZsmUzIPj+97/P9777PXbt2sXqtWszedxSh6HWil7cYr47w3TzKCcWjjDTPEqr1+oDQAUpMuYwyo9qR9L6Am3C90fpJneQqg46jW0/FjgwaUMyF4HJKYLSjJTIGP4ly8iYR/P8IvvhAFCuzSj0lrZMl1TlH4W2GMiE11akxN48XlojTEeJ/RaapNTtOdQwXj9KGnBVDFSgUMSiTaBHSEWEEoXIVq4ZSnPkxEEm6qtYtWaS40dOsHnnRibHDjO7cNy0T1uzPJGSEtNqdfE8mTEonvDwpDTapiFBR1x0OGUl/oKC9LdweTvq0IsjakHFmsy4+81aGRmtsHnzJPv2zSCANatrpNNTJLPTkKYIL2BB1ZmfVuzctYt16xskyUxp0d0342UDOINQGiC03wChzVsnqNeHmds44ckifWA7fupEh3sPzTOxaoymHicVik4cEcUt2lGHenU10aziCetXUFk7wp0nfkASLzASKhO1DpHl9EGD9GA1gnu6msBLGWl0sgE2vkUwGXjIpIpEk3qFZJBDNAOF5g/5UWcYJC+ifLeLNGZCvRtAEiUGHCQqQaWx8RWyjHGcRKRKoSuKNAgJ/RDf8wn9gFqlRi/qEmuTk0soAVIiEQhfZRoGrQqoRQHa9I9SZh24eWzqrQr7h86sTnW/xETrAqhfhLnWmli2SIkI1QhaV0lkOw9xvygJMu3bEnNSCMF4dZTz1+1iQOWMaa8TiBQL027dOq31og8Zvp9rKGhvykBIl77rv6/Yf8N+daG7lRGkaIzATUo8YbQ/Upq8bYtZKyxGxdDlp36TCRxRqQR4nkez2cxy+bjnOx+gSqVCo9FASEEvzoN9eBIqlSqdtM3Y2BiHDh+iXqvheT69XhchBWmiSbRN8XAf6DGPecwpC22W6eQ0LFrc/+10+umnc/311//Myl8GQfcDBUJTl4pQQmgBkd93FAwly/AX8/sopYltRuggyJ1cjbTdJLP0fcmqlQ0QoIacbf1mbqe2ZwnAM9ofUUF6VaSoIUWYtcJt5lHSJep5NDdJ7p2GGw/ehVxdQaHYqldwrFuhIzw8KymVqeK0ao/XP+MJJ62F1pp7772XQ4cOsmrVKtatW0+1WmVubo5arUqv1yOKerbGiwMgA6ZSWr05js0cZr53gpn2MWZbx2lHrUFTBie9ZQgjoME4HAcE/loCfz295G6SdA6tYnRq6+EwkDTmLFhNQ24aJgYZh8WATSqGmMAt0XElxsKOl8yr5OonhMmfJJRAa4nwUgOE+lVRRYm6MFLmxG/hqzphOkrkNdEiKVRLF6T59jY7Zykw3AkRkohA1+mJJnk4cDKsl6qUuw/fzgO3PhJ/xuM7+3/AvcEJZjiBj2S1HqOKD9pDkBKrLs2WsiGzBbEfESofIUWhR/L8QRlz4upWQIhFyXuSKhY6LUIvQEIhchNW4g3jEzU2bYaD+6cJThykqnsITyL9gLiX4EfH2DnWYPWqgCSdzaTMPw4V13UQSE7fbHL97Ns7y+YtEzQa/UBo+ITRhbmexIq5mQ5r149RHx2lNQUH545yuDlF3VesrK9AdRscP3oPK1aPE1enqck5dGCRhzCMvy7YNUkkK/0KC0GXmVjjCWMW7FJurqsIxkQNITVSBaSyO4ShXqojGFz2uvCl6L/cSfh1bvJkv+v2OqTEmU+iFII4jg1TbDWLvudnwEoIgS8DIrp2jQgb1EDaKH6ZDhgHaMiCKJgw3ymJ3RNcYASZnQV5pa0+5D6aOrq2Kx3TlbME2gouvHbRnW7RWwcFP4XfhTE7NR+GAKAlP4MWygKhPK+XiwI4sHcVG1MqcciGeUoHnHYbUl/98nmT7wtOkFIITnEfNSawuJ/rovWzT5fSo9eLaLVaxHGSnf/KhkOUUlKr1ajXqyidkqZJlhRXaQGkBH5AGob0ej200ta8zj5BQOCb3Gtpet/btUzL9PNMyyDofqC6VFQs+AmlAUVmTzrJBmPt3UykIU27HTM31y0xkZMr6lQqfmYaZ7ZskZ8Pp8A8nIppnBB+wfytYsGQAUCuHVJKNm3ajLxBEDQkzZmUg5Nt/MmN1D1JpBX7kwjiiIeuazHbDqiHil3ru/zgRIPQD0oH/bD+aTabHDp0iE2bNrN69eos8enY2BgPeMD5pGmCH4SW1TBO/rLvUNRao1TKQneG6eYx5qMpjs8dZb47RS9pZwws9EkKs+/Kb4y2wMf31lDxtxLrgyTpcbRK0KnRILgwxvaOAT5NeC4wwtLjYEJTe4XzWg/nSBYh06V5lKNinDnHPrjkhZkGqPAA59iel0VpjiWyA2jCeJSeP5dz1EqipQFLi002V25EixoT+FRIRc88J7MDNX863Q57j97O7fIepqPDkGiQmhjYr1uMq3HW6LGMkYzihCjuEfg+iUqIkxT83CynyIycbF06J3alNe1ej7Fqisub2C8NFmhWTNYIuh7JkQ5dLfGFxFMenShCypC6jOlO7aGy9rR8hixRhaWFF25mCXzfY+Pp49xzYI4D+2bZtHmcxkjZR0gXJnO+9uz4a+Nwv3HzGNKTfP/4Ab548AdMdebRpFQ8wc6JzWzrtKmEIZUJ2HtoHyq1wFWqRYX6NWpsraasDhMO9TSJgjEPTq96VHRAKCrGrBWJ0B79msUleoeBNZHdt4hQRJv/zByQVIMKlSAP156mJgCBsRA18z9OYzpRh9CvmHDDWtOLI3pRjzRNMi2yhwXG9iUAlyDZRcxz/jxKaZMs1Tr4Z8qMrIpuw9E2GMrw5mCvNdqRYXDBTXtNLNooYipqFF+Hgxc63Fg6IxY7MGxgBqEWEUAtWtlCvfJoecJFfNR52fn1Ihu3ckWLe7YYNvWWrs/AV4V2WF8maU3gPGFeaEpmh6dC/SGrF62hcMlaje+QBrqdLq1WO/P9cXPH80yUylqtRqUSolSM0tZETpgojW4eQ0oQ+ERRlNXFBGkwmm9p8P1PJJRZpmX6eaRlEHQ/UCgwWqAMAIlFz4Oi87OUUKv5TJ1o4XkeaaIYn6hSqwYgoNOOODHVYuXKOtWak/LqkwIaR8OuG7CxFyIDQJ6sIzIA5FtNRllKNjo6gqjMU60K9ESVqBmiejFtEQEe61b5POMRx2gEAB06seRbh0Z5wPYLsyztTiqf+WcUJJ4zMzPUalVWrVqVHSDuoKjVahb4aIR2lubmb27PrUlVwkJnlqmFe5lZOMJM8whznWmiuIsWRR8WCgdtoWMK/eY0QL5cTTXYQco0UXwvKo1xyXeEHNLRfYLpkw5Z4SKtRO5wvaT2ZxjDlwcoyIJ8F8xqRIExy/ohT9veN28L8s+C/0zqdfHTWhYJK9Mipe6jY2h0NglLYFMY5ixkBC0StExz6KXJwNCtM7fT9ubBMspCShPGXCjm5BzVNGBM1cA39vHdXo9KUCH2YiLZs3k97BySkpL/ieulkj1oYQy0YRA61iTOk1XS1DD9wjolUwAVfncBEUikDIkjRbdrwhfX6zWE6hHPTBGsXpNFllpqDS+9bstjHoYeG08f464fnWDfvlm2bpscMI3TWrPQjGm1jC4mTROShSa600JpjaqG3NmZ41/3fJdemlCxfoCKiO8eu5vDcopn7bqEA8dvpxMvILy+5ttqiYI2SAiPqh4jkAmbV9SIopiKN0KtPsqR6YOGmfUSlIrx0gqJ76Iz9je873320FyMcVJy46rNXqK0Jop7EJgxVjZfTXFP0ELTi7r0gm6W5w0g8ANiPwAdG5xj+8KBHodr8pxb7r3ZLrTQCKVQ0pjSZaDALRV7rTGjkyDToaB9YNvq39cdTrS+eF0xT02tL5iSDrktm/+Dfer2EkU65GhbBHyWCh68Ry8mwHNrsHCbqbJHpkU6JUyiKe1hw+rihDgCssAnWWhyk8fP9/ySBvlUnpskZj4vFqa4n5IkQUrJwvxCyfzNPbNWq+L7ARptAVCEi15XbFIuuDL1dQku4zjO/IiSROH5HipNkPfRHG6ZlunnnZZB0P1AeUCE3CRoQDLXt4G6jxMTNTodk5+mWg3wPCfFxzg8C8HcfBc/8AgCr+BAe+pgaNhz3TNMdT2kCC0YCgwAQgwcHwCtXkRYmSKKN1CrdtEVj14UAj5SJrSDmM/vXs2KWkKkBPunq/h+wpueeSFx0sGTJit7MTJZ3h5Np9OmXm8sIkEz10sgcfbPVlPkKFUx7d48xxeOcGLhCNMLR5jrnKCXdG1i0rwoN1a6eNr2S5qFxJOTVMPtpBynFx1Apz0QiWFgZK69KHZyFhWpWPSw8er/Tpms8bjoUKeEoAosYX9TCg/RYDQ2ShsHbrTzy6Y/UlB+mA5WVSjPQhYLAt34ybw8N76OGRMOaAnTN6mMUUSEuk4kmhlAcbhYKUVLNBGY6IsugqLJXm/KOUGTMeqmbKmJk4ReEuF7AZGMTdRGm1owb06R+8sHSGOl9Nl3pn0Vv4bWygAg2yk+IpMMO55RJQkIaZiOJEbrhFqtgueDijDOID+mLb2wE3UxDZFSGq1MdviD98yxYeM4DSOF4Ht3zvLej9zFHXc0CQLJu970YG7/2g/YsTbX+Smt+ebcPrpJj9GgZnKR4BNHKVUdMiOafG/me9A9kfVbfx36mTH3pacDNq04j/h4HaQmrcwAB7N+S2VEkDYsc1vMqWMvOJUu68NFuVeKKPwuMllAlESGoQaS1CXtzMsQ2izANIFWp02cJFkwlzhOiKI4C4qQaTFddbVdC1a73/8ZjAmzlikSr2CNKTIA5KLAOR+lYh+XgHsJJOSHjssLVExwrIjpiQV70yLqaJ23oZ+EDQzg1kzx//zmxZDJ4G9lDbw9B+z7xbXzzodPUDSpK1a+7ANUOMOWYPa1jeEu8UxVlL1H5qH2hwGgxSws0lQRxzFBECzpR+SEe3EcE0WRjeaWZPuMUgasNOp1qtUqnU6XMAjQOjXtXESdbPpIkiS97BnFYArdbtcIZ6QHpdx4y7RM//NpGQTdD1SRZADovtlwC6QUi+b7MJLkgDD0MnD00yRtORFFhNA+aGea4iOEX7gu3+mPTM8QxSmrJk9wYmYVqfLwvRghNHESEvUiDjZ9Ds4ESJmgJfzeo7cz1TzMaHWcWjhC4NWRwi/kvciPeik9Epv4sr9PHBPT7fU4ePAgjZER1qxZW9AqwUJ7hun2MabmTR6gufYJorRnGisxJmlezkQ46fXw+GsCgUcgV6NFRC8+gFI98BJTa+0AVN+9RZFy8fA/6RBaYCjNAWf4TVEGNiclMfStdtGstDa+Ro5hg8WZ8wzRl5GQr2qkLuqU/S57k12ucxCnHDgz7dPaBE9IRIdQNwjTBonXxgAqc1+PFIQy0nObUFYrbew4tAnSkYgYRWKD1Qlj+97rEPohMjHSXK0lNRzI62+esBJgE84hi1aGAdejlVFGKw18z8/s+11jfRcuVxvGS1aqpL0eSaLp9XqEYUCl4huTSZUiq1Wj+v0xqOS2pEGlil6UEsfGjGvqWIsglGzeOsHxYy0O3TPHnOxxzb/cwd5vguqB50MQmELG/YT99ypOW2c0RtNJl+O9NiPSI/AqaCWIIhOKt1FrMB3NsHvmIDtrDdv+lIE5X9L0OXbW9K1C4QcBnW6LihdmwnfA5MIRGqlDlOj1TUVRECgVwemwBeGEDjnjr/uvtbdLx0jbqprACcJieoGxExKQSHppTK/Xw5PS+lAotNN4SsikFU4LlIEeu6xM/AScT5AJ5W2CI3h6eFQ/F+7brJJy8JBST2s7d4UDZAVtRWZamqM7TYrG+OUYEKhKZety6aX6mDd6EZzjxuU+gHzd90E4zexSN5nNJNMg9Ul8bEiWrJA8MbPI+grRZ/6lwWia8zxMvhcQ+HlS0qXrU66wy/fjeV5JC9SH0817IUiShGazSRwbMOK0P1objU+j0cD382hvxs9x0BE4K1dIpAyIY6P98TyPWq2KUpp225jYJYmJPFetVYYKOpdpmf4n0zIIuh/IKwCgk6nMyzb6uRRwmIYGW6bTAPWT8xP6SUlrZaKcOa7YA0kNrQef+5YPf47Z8Uk2rD+M7yVMza4kinL7esUIMkvc7DEaKtrRFHOtUUKvSsVv4HxrtVaG2XeMvhCsWLGCvXv30mw2GbUJUfN6mo187949pKli7dq1WRhyZ9s80zzOiea9TDeNBihWllkXgFYm2lkqkX4OhHTf+V1ktYQI8LwJEn0UrWKbtyTjsuyz+/uzzLjmP5xsIJxkuSBfLbwfdn+/LHRosZpMcq0tsCjREJHmME2Q+eghVUAUzA/jAcqCYVeOU8XonE8lNZGxIq9NoEbwaRD7bRAmD5BnK6CFcQhWWpNqbXlCjUcu+3VMqEAQxwm9qGsYW8t41oA4jbJ8HzjG15nxuWpbPjr0AsbrI4yGjYypLYEQpVBKZEl5BVBZsZb2QpNuu4kUnkl2SIpOjVlMMLnyFAUk5Q51c8nY9Cc0F3o0mxG9bpxrpnzJ+vVjjIyEBIHH6z/xdW6/U9G82wAgEZh+3LTWXD/X0XQ6mpGmx8rJCkIptBBIBEk3Jk41UnqE1ZBUK1It0IzgiwlSmmiMpgvLzg/jo8yUMrlXenGPqtCoVFPxa9nImSiEGiUSpPJJRc+2edikWnRClr8p4h7HVRcWU+bfaBlkqT0kYW6qJmxCYyWMj5s0iVyT1M01a8YlncQ9b46Z40bro7QuVybT3DtwkkkG+vrNhQ4Xdt2IDNj144ZiX5f6rXitE3YIp4nSaJFaECTRqIHyBuqEzQNmn9OKmhyc20+SxgReyMaJzTTCxuIFlKrd3xC3MehSWwfqIETmZpWVJex9xY1IW4ArMj1n9hyhPYajOI307HpWxoTt5ABoSClaZ2BmIDmqq6f9SkpJmqZDARBAvV6n3qgjUKQqRoogE/ZJBxjzltk+MpHs4ljRtj5Fvu9nwRV83/gIAdkzw/C+t3OZlunnmX766oJlOik5AHTfyZlMqOyAcuDopM/8aaCfYk10itJdUt0hVV2U7uUHJCbSmtYJdx7qcOzQOLPzE0yOz7Jj091MjE71NwuAiqf51fMFI9UxAr9ONRghDEYQws+ZbNdu2+iJiQnGxsa4++67mZuby5yW0zRlbm6WH/3oRyil2bFjByMjI1k/RIlhoOY6J5hpHWWuPUWSRgySkQaq1HK8fQio3KsSSYiUISqdx5i5OWbg1KSe2VViKNYoXahTl3Q0J1F8iSGvgUL6ERkmqaOwUlDHFGmsFkuUHpRHaxoOsL20QiqjIdJIw6FoJfI8Q8r1cbk9edJEhUYRyyYgCNK6kVILCISHUD5SaGKVkGon4TUvIaCZSubT2PK5FjQpaHXbNDtNOlGLKDa5Ntq9Dt2oQ5zktvGlARKGCRmtNlg/uZqJ+pgJuy2lDWGfJzxUStuXNcn0q/jjm5lTo6AUtRBIOqheB52meOMT+CtWDnZmfw9aCbDSOnsPcPxYkzvvOM7ePdPMz/eo1wNO3zzBth0r2b5jJdt2rGRktILSmo9+87vcfocmaUPaMkoNN46n2zD2PWsBMzPTo9tOqEYeNTx6KgGtCMMAvyLpJW1a0Rxax4wHI1SDM6n5ZxLI1Xiibk1oQ4QIwDLVOZdqGFMNRhMrFVoJKn4907pl84PUzH093BQKW5Lrk+J7tLBgyw2lyL/D/SYsSCbDRBnjqE34Y88XeJ6JDieV+U5IkxdGSGEiPgpAOo2DNbWSIhOk6KLFY3He9/PCUNhb8xYKmUcwRNioc9J9Ls+RYiSzUikWgGllwZh9aWsymfemshCtwARrU6Ikj4aWP1pzvHmU6+78d/7x1r/jq3dfxzf2fYX/vvta/vHWD3Ltnf/O8eZRXO/q4j5TLH5gePvb8eOfa9oCPG33FVDZfDLASNl225dIDSCU2HxARoY8LBfQN77xDS688EIajQbPetazBn53GqA0TQnDcBEzOFsXIVFKsbCwYJJAC6OFctrmd73rXTz60Y+24y7xZICQEs/zSeKEr371emrVceZm5+y+5CE9Y87e7cY0m01jSucZq4per8eb3/xmHvGIR5QEtXEc0+0um8M9//nP5+lPf3r2+TGPeQxXXXXVkvds2bKFv/iLv/iZ1muZfjxa1gTdT/STx853mqHhh0Ax58DPKk6/ATo9lPIQePheBaVjlOqitdGAaA3RrObA/vUsrBhlYmyWFROzhEGbqen1JKmHpzSP2NnivA2jrBw9jRWj61g5spaR2gS+F1hGQOUMgU1+KgAhJRs3beLgPQfYvXs39XqNIAiI44ROp834xDinb9xEtVrN6p2kMfOtaQDmWieY78ySpPEQdkpk0n5SKyO0puWDEkosI9IAkaJUD+lZBiyTZAtX6lDskSkaRP7dUke8Fir3DzhVEoXnD5kWDliBypi0U54+/ShLg1Q+id/JPhvggwnpXdDK5I7i1t9CyUI+IpHNASxzEtEkVCMEjNBjATSsUCNMyVk8acK5agzPKQVEStJKPPbQ4YEEVltjzDmVjmn32sRJD13TUDGhkJPUJwkSAj8k8ILM4dkE6hCsbEwwXhvJ/LmMqZFCKTmw5vJs8CEwzu47D3DvDOzYuIvxapukM48MfLyxCfzxiSwgwjDKfEW0IlUpJjyzCepgEqRK1q0bpd4ICEM/yyLv9opUpcRJRC+O+M+bT6ATH+Ek6oXH2vQi2ZCmykQ1rHkBD6yv4WutQ0iZonWbJIpRqaKrU0LpMSlb9JI78KWJkKhUQqqmSXULrbso0TVzLMtHo4EUSUqSRDYSlUYKD9/zSVWC06hqoUwUrtQzebH65tzQcPbZ2xzMGsf9LPNLdp2LJFkuU2TP1qKglcm00jo3j8OBJpUBNaHz1AWLD2yhrkKQ57nBaiV03hxn0oZ5DKkwWqhSebpcZuE+87MFSKkFPppcuy/K1gZOS1IEQWYlSKMRw8t7TcDembv40o8+j1J9kwgzb/dN38U9M3u5dOeT2bJix0A/LAZuszZQ0Of0SYuuuvLVfOqT/8wb3vi7vPwVL83M4f7rP/6L3/7NKzh0fF/2HMD+rrP2CKfxGhIj3CRE9bNXQl+WZ0uve93rOP/88/nXf/1XRkZGSr+laZppWCrVShaM5fLLL2dubo5PfepTheeZVhYBkIkOZyLBhWFoBCFK0W61sjoGgZ+BmgsvvIj9+/exYsVa0/9KEXWN2aYDP0KILJ8QwO/8zu9wxRVXmESpUZQJcJxG6P6mffv2sXXr1uzzihUruOiii3jLW97CBRdc8DN99l/+5V/+zHiqZfo/T8sg6OecltQGFGioORU/Hti6L0ojrRM0XbT2SVXLAqDYSM60ZsVIwqGZgM4RRdIZZWZmDCFAJRAvKOL5lAdtb3HWuhHG6qto1CaoVUYJfZPR2kjxnSy2LzeGPXwqlQrbt22n2WwyNzdLHMdUKlU2bFjP2NhYyVRBa0W312JmwWij5jsz9OJuBjjyvyLre4FGS4VWMquTdqilUA+BQIoaWkUgEhBF05G+g3ugIy0WKEAfAVnkt8ExESZalKcKd5yc+vjFchV0/osDP2qRiKiiT/rZH3o3l6dKw+hq0xZhNVfaBVrQuQYAdO6PbPuuGITCmOlZzw2piUSTQI2YHEI0maDG3l6HahgRCJVJ3DuJRzM24dvbKLqpou55CAlSC5TygTTL80MF5ppNqpWQXjegUosJvIBqWCUMQmpBlVUjk9TDakEIYUZBCsMU969bISS+V6fXq3LX7rs4MTXL5i2b2LhtJUrNEai1wzt6YIxMoUma0I27RImJ+uR5PtWgSiWosGJFfWBcAFKliJOYKOnRibp04x7dpon+JSsgPLMu3dDefsgwRSNVwVwT/ECghFnbF1YbnIjHuK03S+yiTgEVKdlZaxAQE6sZUt1EqiqenMTzVhCI9RjJf4rSTVI1j6KN0h00EUpGpCrFr3popUjiBE/6pGli5w+kIsETCp8qibKgZFH/k8IYZBINMu2QmSMlbr88bhTXpQUOyl1o1aFemq1xE4HLajcK2i0rpM8AsxMQlcY2q8Bg3T1ClIzzK0Uh6lnm2rLo7lLwA8p2Uru+NWnqAjGQN75YVHFfsBpdiQl2opwTU6YRkhxtHioDIFdG3+aT6pQv/ujz/NI5z2H1yKnN/1OlarXC+979Pp73m7/O+OTYAKgdStomQhYpmRqwRCYnj+f5+F5QAEGDtGfPHl74wheycePGvHitieKIJE7wfX/QBK6PnHZofn6eXq9X0CwbABQEpgw/MP6y9XrN/q5t8IQYt5fX63Xm5+czoOvM3YIgIEkS0jQlCAIqlQpCCCqVCr2oR5IkVKtVoijKItidKkVRRBgO92P7adEXvvAFzjnnHA4ePMjLX/5ynvzkJ3PHHXcwMTHxM3vm+Pj4z6zsZfo/T8vmcD/nVD4oBzfMn0QgMWz/XQoA9SdycxtqqiIStUCcHCNJZ0lVk1S1+O6B/Zy+/RBggsr0phSte1JaB1Pah1LieU3oadasjUlslLa51glOzN/Lkdl7ODZ3iPn2NHHSzTK0Fx2bHH8uEUjPY2x8nE2bNrNjx062bNnC5OQKpPRIVUpis7zHacRCb5Z2ugBAp9fMkspBrokpd4Ntt6eNqZhNFpqbcFiGSEk8qqRJy2oxct8vUaj3ELs0isxPphHyrK3/MF8AJYwUvJ9ry6u8NFMoyn1pHmzbRdGEJmtkn6Q6L8OY5Tgptxhsnov8JjVIbfOeuPJc/e3LStWF1IaxlSrrS5TM7tHKOIvHsoVHgIdxLIuVx1S3wnSvylyvxnS3QTsZQeNlfF1Eak1KBMITeIEJsCG0ZzVU0O4t0OzN0VUtmq027V6bTq9NFPfwhKTqB0O7N+Mb3XwShnEKw3GazQrf/fZdzM4usPOMrWzdtgKVzqKsH1Ce6Hj4wBUBUKvXYr49z1x7ntn2PPPtBVrdFr24l4WWd/corYiSmFa3xVx7jpnWLLOtOebbC9l10hf4E1ajZRfWiQVTTiWAiRFBo54QJW1II3ytOSsc4azKCKeHVdaHVbZXGpxfH2PS84EErWKU7pGoJnF6mE5yO+3423ST24nVARA9An81VX8H9eB8asEDCOQqUqWpVCqm7okuRH60AggUkbeA1D4egfERTGWh88XQV3m9FuemLdoBicJ0dGZrjp83pmKqZGJm1j7me6XsXuVAPNm8dtprHBAqzJVinbT90tXXRCz0SClK4ZXVFLmFWBAgFHrLzav+eWTapEiT/KVSNXQrKRbmflekKFIK4R1xJmPfPnyjyZV0CqRUyncO3Vzq86VIZIDUCsjIg5MUruIRj3oEq9es4d1/+V77Tbkp7vXv//Z5LnnE49m6YRcPueih/NVf/TUFSQwPueDhvOud7+WVL38tOzefzYXnPYSPfvgf8KQ/1Axu3759VCoVTpw4wYte9CIqlQof/ehHieOYyy+/nHPPOZf169dz0UUX8d73vje774//+I/5h3/4B/7t3/6NarVKtVrlv//7v2k2m1x99dU88pGPZNu2bVx88cW87W1vQwjByMgItVol6w+lE7Q25nrVapV6vUYYVrjppptYvXoNzWYL3/f51Kc+xfbt2/nCF77Agx70IDZt2sRll13G7OxsZtL71re+lUsvudSa7cU87WlP4+qrry619elPfzrPf/7zs89btmzhj//4j3ne857H2NgYL3rRi7j00ku58sorS/cdP36cMAz54he/uPRgnwKtXLmS0047jQc96EG8/e1v5+jRo9x4440A/PM//zPnnHMOlUqFLVu28I53vKN07/ve9z527txJtVpl7dq1JbPFT3/605x33nnUajVWrlzJ4x73OFpW09ZvDgcmZPmVV17J+Pg4q1at4k1vetOSAujZ2Vkuv/xyVq9ezdjYGJdeeim33XbbT9wfy3TfaVkT9HNKg+tncSnfT0Knqmkq39NvYqfROhpgAN//tS/gzY9zwRkzfPvOSXepiZYEeALOf8ARRkbH6MVd4rRHq7dAszPLSHWcZneCkeoEjeo4I5UxqkGdwK9aabtl2BxjUZA06j4msN2dp9mbJ/RNwsWFzjStzix1GsRxCn2+nk76W2L4MWejlo5Z6btAeQjp48k6sT4GqaYIRIZ6LwxIWzVK95nMCGW0Ic4SrDBepgtOhnaGU1ljk5PG+Qa4LwqMXhEpatvhouD70IepnDmPcJnui2G8+6Zz3qZFJmNmbmQlmRK0FiihiEWHUNfRIiVE0kOTKIHwQms6mT9OAFVrNiakk8oLpAcqc5wGtKQb9YiSiKpfA+o4M7i59jyjlTpjtZG8H7XzzSEDgwCeF+D74xw+NM/ePfcQhgHnPeAMxic8omjGMC3CRo1bEgRZAKQS2r0Wzc4CzW6bVq9FqhW1oJoxnlIIwqACWpOkCe24QxybZJ7tqEOUxAgktXAloxP3MN2WaAW1daA6kDQtJrA83r/dHPHEB0kmGuaLWCsOJG32R23GvYBxm48kX38iG0utEhAJyvrFaCRKdxDMEStpzY8CpKwiqKJJSJQyZj5odAq+DOiXTGihSGQbX1dJvchkQU69fJ44LYzGCBNKXVoAPu7zEntgCaA4wOJKsb85X013vctplpsll5+eTTP3vk+rXNJGac8IDoTLueMKk+aZ2iiGdGpVQiKvnxaYKIkUtFCY71SiSWMTgMJpB1wQmqHbyiDWKPchJgjC/pk92eWi/PNQ2j+zh1bUpBGO5M/pRy33aYvTeJ7kDb//Ol764pfxWy96PuvXrxu46ru3fY/feeFLefVrX8kvPf2X+NbNN/OG17+RyRUT/Mplz8kq/v73/Q2ve8NreNVrXsl//uvnedVVr+bSxzyWM844Y6DM008/nf3793Peeedx9dVX8+xnP5uRkRHa7TYbNqzn4x//OCtXruSGG27gpS99Kaeddhq//Mu/zFVXXcUdd9zBwsICH/jAB5BSUqlU6HY7jIyM8M53vpO1a9dyx5138LrXvo7Vq1fz2te+hiRNMlPGODKh+VUfSHemd2maZq9Op8N73/tePvjBDxIEAS94wQv43d/9XT7ykY/gBlUIQbVapdfrobURRgRBMNDmIr397W/n6quv5g/+4A8AuPHGG7nyyit5xzveQaVSAeAf/uEf2LBhA5deeul9GdSTUq1Wy9p7yy238JznPIc//MM/5Fd+5Vf4xje+wUte8hJWrlzJ85//fL71rW/x8pe/nL//+7/nYQ97GNPT03zta18D4N577+Wyyy7jrW99K894xjNYWFjga1/72pKg5iMf+Qi//du/zU033cS3vvUtXvSiF7Fp0yZe+MIXDr3+2c9+NrVajc9//vOMj4/z/ve/n8c+9rHs3r2bFStW/FT7ZZmWpmUQ9D+AMrOsEmAZtC8vm98MltPv3+HKPFXzt/tqWhd5LVR3FeMr57nw4Xdx8HtbWOh4eEKzcW2XkS2HmN57Grs2WEmW0nRVmyjp0ooWmG/P0ajMUK+MMVYdoxY0GKlNUq+OUa3UjAZCu0Bmxv24KOQFTZL0mO9MM7VwBE8YZ9H59gzznRnqYkOukVikD0TJbMUyYspqNSyTI1w/+j7Cb4CK0WmBIc7KdoNYfp4ovitUR1ghtjEDFHldnI+M5fl+DAy0OOnChChJzPvG3oG7ooS72BKBDa0rkdoj9WKHmcxlUoJWDvvlyqAlMZ1lbG0nOdeMhAiPEJ8K62WV3apFCkjlHJ1NwksNjOFR9X2kJ0pgRaNLbRBS2/xGKZ2kA0ikZ53eERyePYawgRFKmNWWKQR4XgUhxtlz9xEOHjjMipWT7Ni5kWotJormMzt7F03OuEWZaE4M0boaANRmoduk2Wsz157j6NwUSZqwamwFGnOvFJJelHDtd7/LnSfuIvG6BNLj9PE1nL1uC5O1NQR6lIXpmMduneQzJ+ZRPYHwob4N4hmI5zROATO/osUdYZfDkWGAFlRMovN25pV0f2xo5yJmzjQGKu9tl5dF9FCqBdrkdBKJR6Ije5WP5/nmfuUhpDU51JpURvhJDaF9hIyA1EwIr1SZQsj1rDKZxnco+BnYV0Wm8MgCPTohgFWdDZjUZT1h14eUDGhk3H99QMK9zc1xszAeFAFbDnWshMTXkEg0aV6HvvYpu6ZVqkhTA4BUBpLMDcIGdxii6Fiks3IAd3BuP+jB8PJL3aa14tDcAXatPnv4VlxAUvnvOv9/kWPpyf/ryZxz7jm8/S3XcM1fvm3g97/5q7/lEY98OK989VVoodi2YzO7d/+Iv3rPB/iVy56dPenSx13Cb73wBQReyKtfczZ/9b7389///d8DIMj4/EnWrl2LEILx8XHWrFlDt9vF933+6I/+COdUunXrVm688UY+/elP88xnPpNGo0GtVqPX67Fu3To6nQ7tdhsQXHXVVVnZZ5xxBocOHuJTn/oUL37xizER5hKUUvR6uc+QmztFMBQEAdVqhTAMieOY973vfWzfvh0wPkD/+3//74E+CsMw80FyQRyWoksvvZRXv/rV2ecNGzZw5ZVX8rnPfY7nPMcAyw9/+MM8//nPX9IU8L7S7Owsf/zHf8zIyAgPechDeNWrXsVjH/tY3vSmNwGwa9cubr/9dt72trfx/Oc/nwMHDtBoNHjqU5/K6OgomzdvznyJ7r33XpIk4ZnPfCabN28G4Lzzzlvy+aeffjrvfOc7EUJwxhln8L3vfY93vvOdQ0HQ17/+dW666SaOHTuWAcO3v/3tfPazn+XTn/40L3rRi35q/bJMJ6dlEHQ/k9sIFgMYRQsq3a8lWOKoKWkLlpRy3hcQNOzL0p8yKcHhNODIHetp29Q7npcyunKBSiOhe2A1x5OA8UZc0kwopeh1u/RERLu3QDWcox2N0whHWOjOUa+MMVKdYLQxQSU0yRoRus8wwjiLtnrzzHdmmGkepRd3CPwKcWI0TlTzeuINtqCoPTA8X6FTHUevAS3BM07c9smmPGdnr5yEVRfKFtlDStJSe6prK8bNQFSqjU8E9nu/YLqiXd2KovL8T7+PQ3FOlbgOLfJDs5AUlUIZOS9pKiY0Nlkk+XUChBZ4SR1FTEqSN08UGDpPmnY5jk07wClyQ92Mv9KgXU6M/AdXVkKXQDcYEyEhbXpoYm2em6oUDYQIdvojBgDZKF3FOpW0fxqEp9GpB6R0opbRWhSA070zRwlWbqAaViiSEJIwHKXT9vnR7r1MT8+yYeN6tu9Yh5ALJEm3gIstmM7aSMY455doUpXS6bVpdlq0um3m2wscm5+i2W2htebY3JQxvROSKFL84/XfIqofR2tIexLhxexOD3C81eSS0x5DZ3YalSoeecYuZr0f8pVvNUm6EpQgnIDqGs2Wzab/zjs7JkUzo4q5nqTJT1WaD5TqjCh8n9l4OlIFsGA0RKbbNanyiJIuQhjfkzAwWiEhFSULbqFJZBdf1Yg8V7chbLRz5VP5YsvXjkPm9ndP5QApX6JlQOCwjzbRH11hpR0k04blggJXtyWFSf2yBgFF86z84ZAvUis80TZIRGr1zoJciyXINEJaadJEo1KVASDzaG06y9V58Vr29YVrqyDuj7B5imdLL436+u9k97o8QYv1pZl5v/+mN/DsZ/4qL37Ji/p+hR/96G6e+KTHZ8E5hBA8+CEX8bfv/zvSVGVmmGefcza+DPBkgO8FrF27luPHjwPwrGc9ixtuuAGATZs28e1vfztvgjY5wFwAg7/+6/fzkY98hHvuuYdOp0MURTzgAQ8o10sIut2uBUCGPvvZz/KhD32I/fv302q1SJKE0dFRpJR4nrQhuiWNRt0IS6yPj5RGI+YY7TAMCYLQ+g/V2bZtWzYX161bx7FjxwZ6UWudJXF17VmKHvSgB5U+V6tVfuM3foO/+7u/4znPeQ633nor3//+9/nXf/3XofcfOHCAs88+O/v8e7/3e/ze7/3eos972MMehpSSVqvFtm3b+OQnP8natWv54Q9/yNOe9rTStQ9/+MP5i7/4C9I05fGPfzybN29m27ZtPOlJT+JJT3oSz3jGM6jX65x//vk89rGP5bzzzuOJT3wiT3jCE3jWs57F5OTkovW4+OKLS3v2Qx/6UN7xjneQpulAIvfbbruNZrPJypXlCKCdToe777570Wcs08+GlkHQ/yByQOj/FJ1U8aP73vdVbfbwBlqHylNMJR7HjkywMJOix2GsMYcQfl6UInOARqTEqkPa6xGlTZr+CI3KCPXePAudWRbaE4zVJxlpjFML68avw3EdGuK0y3xnmvn2CeZaJ1jozuNJEwM4Sa19vTT28UIJdCEAgTvbRUFkmZm2SPOjRoOy0ZEExmlcKwQ+mZRcYMBQKmziTuvnc5JhzMCE+0ICCWgMABoKO4dJtk82htmNWIGytlHhDIOllMb5CiEM42E0FRLh2b5wlXQ+OwKkqiC0JAoWTP9qkSctxDKFDrilOneTcP85Ny2Rs9daqAwAOa2mtAxmqmN6qsdu1UQDVekTqdQG9oU6krPECCN+QDmlh40OJnUp5UiqTJ2kDyr1UDql1VsweabsJAmjgCjpEvqGSTA/SXx/lLlZuOOHu4l6MWectYN1pzVQeo40KUdXKuqfMm0v2KSqri4pnahDs9ui2W0y157n6Nxxmt22ZVglURIbIITgm7cdpFc/jo48tPLMeMWCbidleuwENxy4hYeedjEjkxVa6gQXblRsG1V840DMdEtQC+CRG6qM1cPS9ChUGscva4qpi/uuKb7NhrsPkWdvrUkWRuuZ6B6e9FCptkFSitc76CRQMsJPqkgdoCg4bhflFe5eF10O8gVWrKgojEZx/RXWoRMq5J/ztei+z0os7IkD8gbcfrJ03wHW98YFI7DmsZTnazYmBZDXb8aHdj5NVgOUlh/kNAhGC7S4b9pQspcGXp+mYDEw09fGsP++xah0KBVA4SJ08cN/gcdc8ij+7E/ewnN+9VmFqhZHoih0GKxsJazgSR9f+tkZ47S473rXu7LrfN8vAVyXxDsMQz71qU/xu7/7u7zlLW/hF37hFxgdHeWaa67hpptuyp7vyi0CoJtvvpmXvexlvP71r+eSSy5hbGyMf/u3f+Xd734Pdbs+PU9m9/d6XSuEMWBHCFFiwotaocGuHd6PWusMaKlCpJxhkeIajcH8T5dffjkPfOADOXjwIB/60Ie49NJLMw1LP61fv57vfOc72eeTmYZ98pOf5Oyzz2blypX3KRjC6Ogot956K1/5yle49tprufrqq/nDP/xDbr75ZiYmJrjuuuv4xje+wbXXXsu73/1ufv/3f58bb7yxFJHux6Vms8m6dev4yle+MvDbzzKgwzINp2UQdD/TyTRA5Wt/nPJ/wuuLQshh3y9CR6Y7HD+w+PTq9DwmmCMO/dw+3kpqhecOJvO90opu3KEXR7SjJtVgnpHKKJ2kSSdZYL4zykhtjFowQiWs4XsBSRKx0J1htnmChc4szV6TOI2I7cEvrSOQ8WexWpYCU1GShBbsEQUWDCTOlAdjOiVsxCvm8cQYiTjh2GuTKV5hJdH9EvHsIXmnFn4vmdQJU4ZOJMLLbf9PdUyyS3RxfuWSbKXLtuTO9C4L8+v6RQJSIZxGRWorKTcHpFQ+ngpJgpapo7TAVuZ1MGWZe9HOJ6awHpRlsC2o1RYU5DEshK2z6RghNfvUDF0UdeEzVpuk142RnqRHl07cIQ0w2hytMwCmNZBIROjGV2bPV+RASMcSrTTNTtO0twqtXpuphRlA0qg2CPwKvj/BoYOz3H3XfgLf57zzz2TFSp84nssl9dpJ3fNBM+OcD7y2JkVKa7pRl2a3SbPXotltWQ2QyZXknLO1gCiJODh1nINzs4yMaJSyiSC1QCtjTpP0PE7UjtITTWamDrLQmSfVMUEAj9pBJhXXLJAqw2T5aR3ttWxo6GLdlyJRulY4FLSEhN8JeTQapVM836fb6+JVA1cCzhQ0s9hEo0SEn1aJvOZJq4QDKkXUmQ2ArUS2EVgwpPqcBnUuING6HJ0xm5v9WE/kv5ear4e9H9yEDX70TDQ2txb6NmutzfrAruFMqGDXlU6Nlt2BoH7zaZmBn+Hnz6JU2Es2jm9BCJkJUU5FEySEZMP4pnLnDNxngR+nKNcp3PN7V/8uj3/Mk9m+Y1vhF8HOnTu4+eZbSm29+aZvsW371ixstMDkAfKlb0LQ91Vs/fr1mS9KPh52P7W+bVJKvvnNb3LxxRdzxRVXZNfu2bMnK8dodTyiKCrsv5pbb72V008/nVe96lUIAdValb/66/eZ8nViTxgDxFOr2avV8rxDxb3yJ6FVq1Zx7NixLNVEmqZ8//vf55JLLjnpveeddx4PetCD+Ju/+Rs+/vGP8573vGfRa33fZ8eOHYv+3k+nn356ZtJXpLPOOovrr7++9N3111/Prl27MlDo+z6Pe9zjeNzjHscf/MEfMDExwZe+9CWe+cxnIoTg4Q9/OA9/+MO5+uqr2bx5M//yL//Cq171qqH1cMEYHN1www3s3LlzQAsEcOGFF3LkyBF832fLli2n3NZl+tnQMgj6OaCi6dpSv9tPhfc/+eb2Y1O/aLP4k4C/+uwe1ElOq+7cOM971BxKCROVy7MSYVe8LveJJiVKOkRJj3avTS1coFWdY6QyTices2Zy4zSqoyZZanuaueYJ5pqzxEnEYsenk75rbY6UYeNQNGcBDLBJpDHRyW5QpGqO0F+HSAMgwkRxwgRUSAVoiTmfdNY/JSlk37Md4y+0+00jPJUDFPixp4ETHudSc519mQMgQDgTIQdKyBmlgu+Ka4anqigvQsskN11TwmCkfiAExhxNmlwqRlrdF1nLMtOOyTPJLE0+IwOUNJFKmKVLgCQIQlyu1MA3GdGVhmkVsSIIDVObMb15RwgtShXUqUYJgScFnq9JU1CRZKHdzPrg3rnjLPQ6bFx5OqtH17Dn7mPs33uQyRWTnHnWFirVDnHczPx+ymaFi0teQVjw32Wh0zR+QN0W081ZWt0WBgDl3KqLBzA9HUMYmzljk5Eq+2wpBGlqTI8Oze1F+22UZyN89c87TRaSWeIRJCMkXgclzHd5bhUW1waV5poDQGIAu9vRzQdDgxaKMKiZMLuNavZMI4QoS2ZSGREkI8XiFie3ZBzYKki2M9+2bHLata1N4lawIAKN1F4OplwLdKEXCkuzGE6+BE7cZ2fiqXUG8vq3eU1icwVFDBOcaYQRkGhlBQuaLHqzXTdKqcwHKE+EagGQZ6IlShfpUQ7uRUuRmwcj4SibJ7exb/quxS/uq/6myW0mKMJAs0Tf2wKSXLIuRUiqOevsM3nGs57O3/3Nh0tXXfGSy3nKE36Jd779XfzS03+RW751Kx/64Ef4s7f+CYAxb7b+XJ7n058WYGjTtM4SdjvtidYmWffHPvYxrrvuOrZs2cLHPvYxbrnlFjZv3ozneSilWLduHddddx133303ExMTTExMcMaZZ3Dw4EE+85nP8LCHXcz/9//9F//6udyULFtXgEstZkzhZNZt9wXQLiajeMxjHsPrXvc6rrvuOpRSvP/972d2dvaUy7388su58soraTQaPOMZzzj1Cv2Y9OpXv5oHP/jB/PEf/zG/8iu/wje/+U3e85738L73GQD57//+7+zZs4dHPepRTE5O8p//+Z8opTjjjDO48cYb+eIXv8gTnvAE1qxZw4033sjx48c566yzFn3egQMHeNWrXsUVV1zBrbfeyrvf/e6BaHSOHve4x/HQhz6Upz/96bz1rW9l165dHD58mP/4j//gGc94xoBJ4TL9bGk5RPb9QM6Up+y4OJg3ou+uwoGpS/eWwrX+hDSwYTpGcejFOTNcfAF89+7Zkz4rTUBKwyDnOXgMOT6gYNKeVQetiNMOC51pjs/fy9G5ezg6fw/HF+7h+MIhphbuNWGw4wXa0TydXgudGJM0rUqPycbBaIOMRqg4PuXmCquVwDL0OusDU6gi1dNorfDlCjQeRXMnaUNeG42XZTrE4uxjxvQr6xDsaYRvGCXhGWZQKwGpRGuB0pReTpg9UG6xC5SAJPfHcG0zfaUtI5iX4zRBxmTGmWEU+kiZUNOp1ysLuUXOePX7GzificzVKivQZrDXlnFLJDq1DJ2OUcqEhNUoYisPlQgqfo0kTpGeJCUhVQlCQIK2miubCNZF+NXCtJfCsx0WspJzIYTxJQpTtIKF9gK9uMt4YxVrx7cTt0a59ZY72bvnHk5bt5bzHrCdsNIiTdqgHbAuhA9fgjNxPkDtXof5zgLz3QWa3RZTC9NMN2dIXbJgYTQ9TlsmhCCsCHoL1uSvAICEECidIn1lTDNFYnP+pEM1O0XmKfYXjNlZWsfToWWSMYEvCiA4D62+SLvsf7rvlf/o3moUCUEQkMZpnjPMYiShs6e5WQLCaXd1aXKVQ1kv2uWla7N7sjrmgQ+yIjS4ZJpZ7iBtkajdz4XQpT0xK1sVX8r+Jcs/VNbQWKAnYqQKhvetxgIg66NUYIzL5wSF5xiSUuD5xrckM4OT5WcvRoO/mjG5YMNDTG62U2C+PenzwPUPHihQ2H/S/dPm5YJpDCtalOosjObS1uu1r39lHgDCLu7zzj+X93/wvXzuX/6NSx/5BN7259fw2te/il+57Nl58mEMGBoWDnsYKaWIYhOgQMp8fVx++eU87WlP47nPfS6PfOQjmZ6e5kUvelFW32azyWWXXcb27dt50pOexHnnncd3v3sbT3zCE3nxi1/MG97wu1x88cO44YYb+N03vK7vqbZdUhCGAXEcl8D9faJFFu/zn/98nvvc5/LCF76QK664gq1bt56SFsjRZZddhu/7XHbZZaXE5T8ruvDCC/mnf/onPvGJT3Duuedy9dVX8+Y3vzkL6T0xMcFnPvMZLr30Us466yz++q//mn/8x3/knHPOYWxsjK9+9as85SlPYdeuXbzxjW/kHe94B09+8pMXfd7znvc8Op0OD3nIQ3jpS1/KK17xikUDHAgh+M///E8e9ahH8YIXvIBdu3bxq7/6q+zfv5+1a3+6+bKW6eQk9HLq2/9jND8/z/j4OLfe9jlGR43tbJaLBXBMEuSbeXZ+D4gH++nUbLjTVHPHD1qcdW4jyyS/GA2AgPsgUXrG73+dmYVoyWtqgeA3nzFjnM9jDxHYnDCi/KyiENBUrMCw2ysCGVILG4xUjTaoGtZpdec5OneQZme+DH48jSc8zh67lNsXvpzZ3Dvth7CgSPafeyZ8Fyo22dkH8KKUSBkSeBvwvTV04tvRuo0o+CrojGHBApm8Te5P1q7UcsxC20SLZAwPUlnTGMMM60QWmDIbva4IYEuclZ1fGnRsGJ9zxi/leye+SBKnxlRGpE5wn99mgYCU5i9i0HxGphWk9kn8lm2LYchUbOanDFS50IxJA50qVNFkJ0NyBpShhZXEpyXtqZACJeB22UHKgPHKGFEvIqwE9FKTO6eLYkNQZVt1xDKiCrRlbpQ0CS8x9vVnjV7Cd098kVQZrYfnS6RvxkKnRnvgiZAzN5/PhLeBo4emaLc6NBo1Nm1Zz/r1Y2i1gLKx4EXhP205fwPsio7p+dp3GqCmjQLX6raYbk4zNT+N0srMMyEyAKSLk0fAN74RUNtxAKEEKgoMADWOb/j1hJHeSs5cs4LE6+Q3FcbYkcTjzMYl/LD5JRQpIg3w0zpKRiSyaxh+L/fjyX1Q+harYGBvKmqPiqaZbs5sOe1M6u31LCw0Wbmlwi13f8UypcbvTEidrRWJJEhGSEVEIrpY1YntS10A3X11sOMwjETxXWIA8gPXPp5bDl+LIsHDQ3gmB1OeEkfnfSiw/ofYMbLt09pqoVQZDCpVrp92e77R0gR+SFWM0ZPzZEmY3SO1tPBD5SDLAR4H3qwJXJqqEgjyPAvui5ogu6ZHqhM8/IynsmHjOvzQGY0I6v4Y7Xg+a2+xq4QNhb53+k6++KPPZ2ugVF9LUno8dseT2bxiR6EIA32c5r3oR2imUr9ULofwxZnrRD26+Ffn9dOkQ+clmO88GRB4gTFxlYsnNW2325k5nFKpSWoqJWEQlgQEpS7Q+TyRUrKwsEC328WlnvA8j0ajTpKYcNa1Wg3fd1H/NHmkxUKdkUY6pWUWJc4FROh/7slICMEb3/hGrr/+er785S+XfkvTlB/84AdccMEFQ029FqN9+/axfft2br75Zi688MJTvm+ZlunHoW63y969e9m6detJQfeyOdz9RP25bOw7w8D2SdfvS5misLEP2/PuS7mnem2/L0OnE7Np3QgzC9NL3rdupbTgRBgfF6mySG1FUzid/ZczlEIXwoCC8ffpxHSiFs3uHPXKKImK6UZtjFQWY7piTe90tn/nnZRpdISpk07tA6UFoFZDkvnA9PWvAWYJiZrGkyvx5QRx2kOT4tigzDROg4ql0e5YoOMAjnARq6T9vgCUhAClDNNiHRPMAe/b8MBmEEz/pTaClxyoaPbXBHWwmiCFYaSkyvvaUtFMxgRDGD5PpQrQMsmf44Clc0rX4PyqilURCJNrKGMSHfMmMv8gJ5F3wEFr2H2kxZHKNlo9n/rECaojc0y3Z6l6gtNqHlEvIkbjC8GasJI3ShhGGq0zk0ZrjWTHSWRMiXmJLCiClB4bV22lka5m3933UB+ps3XnRiZX1vD9Hu3OMQLfz8zV3Pwdtp6Ka9VpHbpJNzN/a3ebTLfmObEwYwCQMJl1nD9a7nNj6jZSHeMpv7CTz9zQYnLnFH6jR5pi+l9AMl9j+9qVKFE0D81HobQvlSa4QImYyGsSJqME2iMWHVAm/5PTdDnfseL9ubmka2sGCYxmNHu8Q/kQxV3qMgUFFb82KIl3WiG7ZhOvh5/UST0TWptiaPsMm7m+WmJjy8CTfZ9awFJ8tBKl3GLCtkmjMzMyeZK9s6gFy1qt7f04aFrYV22kEJHtJE7AIC0SVOXhLICoDJxmINU+V7hXgVkfkOwM+W4Y9QmttqzcwS9VnsN3Dt3MgZk95YTUQrJ5chsPXP9gVo2sLTzGhNR3OZGGPaM0J7VA4CEKoMCApqTwu92oS1gqXbJNUnh40rcv75SEi1proigGIQiD4KRnuANA3W7XACd7sZSSWq2GUpokSajVagRBgNZp1jfmqHAT1LVJZ76OQeDT60WDkcncgXmSduzZs4cvf/nLnH/++cMqftK+KFIcx5w4cYI3vvGNXHzxxcsAaJl+7mgZBN0PlIUq1blNurKOy45ZVMoxnvaekwpxBuVhPw6QykrrOyxPphVyzOn8XJeDB+eYFifwPUmSDq+4J8FfOWVyf/hpyURIpzkQWux5VpFRVqRoRZz0SNKITtQCIUlSeyBaaXCW7DS1jH/ma0N2nSnfmYblvxuhpsrrIgo3GARjLGJ0h16SO72a55Ql3ggMcEEYKXrkIXzHkC8y2K5uXs5QGAdk6wBfAFpYsy8HrIx2yDpxW2ZCKI/MDyjrJF1ioEx5lhMqNLzY9Nx6zeQEikUnr2/GmIkMjOkM1ZYlutnzHZOvKAMgJYymyNbtjqMt9oud6J456Dvzk3hBRFDp0AUOzs1QCTSeEGyq1BjxfKAYSF0XwCbWNcYyI0jSYvWURlsAWAsbnDa+mSN7TjAy1mD0NJ+ZZC/zUymNSoXR2iij1REqQaXMyBb7NOvbfG0ppegVAVCvyXRzlhPNWVKVIkXZ/IwSYBEEfsDpK3aivAaP3Hg+t+4+QHfkMNXxHmnkUYlrnLO9Sih9Uh33gfj+BVZgskoIICX2FwjSOoGokei2qUbRn6zEaedgZykyTFy+1uIkRvo2oAMmwlWqUiP8QAJpae5qEaNlgq/qxLJVAhnOD6fsKzIgw8gplRlKUTq1dXP2kQYpO2m8Mzdz+XeQxvfKaYP6qQxsSru19XmiDEh0vl7NsukvN0+mrLFaIApzrQ8Q5b6NZEINt7RlP3JbasgW/S1fv2tG1vKEM55KK2pxcPYAUdIj9EM2jG2iEY70nVgCkAb89Pl8LVYBMw9Uweytrx7CmUJagUGfNcUwcCOll0WC86R/ymZwcWwig4ZhJRcqLSH4kFKSJAmtVoviTKhWq5gobz0b0jqw9TZgTqBtVHenEepDvhg+QkpJHMeZSR646VTclAdpbm6OBz7wgTzoQQ/i9a9//WDdT6k3crr++uu55JJL2LVrF5/+9Kfv493LtEw/e1oGQfcD9aKESi9GaUgShe8J4jglCP1M4m5M1USZ6TkpnYrEKv97qoaQw64raWq0Jo4Vx44uMHW8zcREhfmO5sEX1Ljp1jZp3xkVeoIHnachdGZIeW4KrImYTguHfUGTUWQcBGRpPoymR1gmQNtACIOUM+y2zJTMMb/Yfdo9QACp9b9QHniplcrqId1t2WsVk7Jgv0twzvslaWRBGo4AGerM+fpUhrvEeC52vau/NtJDlDWZE46R02QZR4GSOY21zjFmeLnWx+EhM17lh0sVoIRCy7RcBwcmvUJ9++vddzbrVKJVWopYl/lOWKbueGV7BoAAtPJYmDqNSr1JWGuhvITNdc2aoMK4H5QQR76mjFkcnjF/zKoktZH4u7JtdwspWDO+nqipSZOUFetGuePojTTbC6waW4kaG8OxugJBGFTK67cPXDpAqF0QhG6TZrdNp9tiuj1rfIBUSpbAMkPzg4ty9fh6amolh6aPcf65p7HtDI/bD8Z0o4TRtSnGKkCg0hg/rRs/KjEYVtoh3P6Ul8U+S/w2QTKKkB4qTWwEQJ21x9UzK0Hkc56shwqksSDATIRERfiBcRiP4wRfBqTKMchlkOU2o8Tr4CcNvLRqzOIKyXhtL+djOSDFIausyXGUooQzK8u1pWDq6STvmcmZLnRd8U3/2izgG5G1mwz/5/44ZGswr6DF6iXwa6eC1UQ5Pj/7W9SCuH3OrncpBs+XfJ2f+rlTFIjklXIh8QX1cIRdq892FRrSHRbQiP7Q//1zvCCE0dKCn8UOMafV1Etc0wdDrR+Q0wBJ6TE4gINk8vIkWSS40hO0LvSjeZ4LltBsNlFKZRrnSqVCEPh0uz18388AUbZurDmDOff6NUL5nCxqg5RSfdqgJboD4yszPz+/xNifItNg6TGPecwpm+Et0zLdH7QMgu4H8n1hss9rCAIPIcAPpMngrRRJopBSEAQeQWA2MGkz1Rf3k0F/ovsqpynQsH3qFIvrtGMOH56n3Y7ZsHGMyItYUVV8f6rJmeffy2R6AQfuNRGtNq/xmK3s5Qezozz17BiEaX/m7GoEghlo0JpMM1QU5JYCo4mcSdVORbTUZi3IpY3urzMdG3buaglxaHJgpNoyQQolY7RIcBnaXeU0xuM+Z7lsHW2dh5nKKAuGUE78aw5Md0yXhtaCRH1qQsqcufO0NemTWZ8rrbMoUgNO7brwbBsZrgSEsv4BoX28tELid8pdh2XIvOI3S9RTY4IfaOtvoRwwwzBWyvjMxKmg1RuyfWlJrzVGrzUGQLt7kPFtw3KQOOBHsbvLV2RfmomotcD3QlbU1zFzT4uRsTrN+ATzrTlSYqbmTpCb+pnXqIDQt0CojxmQ1lQu1Qa0N7stmp0mrW6LmdYs060ZEpXmvhoFYFGYboBgrDHB+tHtHNs3Q71RI6hJTswfZnRFj5FUlsy3UtlDaImfNozWRCZDAXrpESXgYaKQKWmc9VOSAgCyfVsAy+buvnEvzbMi2DQSkySNqVaqKK1JYoXn+ZmVE8XnFP6gFYnXwo8bgCamUyo7H+z+NroxzuujC5qtMmWzOgNAw7TkufZLUB6xvjVg54Vw7wtXDE6Zvj0Q2w4bOMVhplLb+h6VA+/SNO3TXOXj17fMh1Np3ei87ZlZa1//Zrc5UYFBgLqoZR9eOC4wQlkL0k+DY3IyMn5AHp6wGiDpDwL1RSiOY4IgNHN04PkFbRS5tq3VahHHcQZyHOhxpnEDAAhsuzVG859rhEyfu/4wL2mTqPavZTfPcm38faWfgMdYpmX6OaRlEHQ/kO95xtHRbkRGkCnwLKPo+5IkMWDI82TmoF+0My4xHLhydPabKB1fg29/UhKWkZif63HwnlmC0GPrthXU6wEfvP4mdtXGmFFN9h7dyPGVexk/Yx4B3LUwwtyRSU4bTahX8/wv/dglO6BdO10wAQsmhDNjKjTNWYr08w1DqYCiTCZ6MXi96y+ZoukRecbpWmppmH5VQegampREdgz4yRIyOskczoLGjp9GIRDDDiJrvqFT6/NTrFKxX+y1J4EUZXJ9Iy20iqU1Dcw5VVHsv+w5BWlxEfzYQqUK8NKKyWHi9dCiP4Ge62erDVtqDloApFJNqhKT0T7NI1uhyRjPqWTpJHqOjrbHoZhEM+sMy4BpnUnfyy4TOuuTIhO3ZmwDuhvSac+z6rRJ9s3dZpk3Qax6HJ8/YXybsscIRquSwA+KvZEJLDSaOI1o9ppZMtTp5gwzrVlSnVpzFlkAQP2jLqhXRtm+5nwWjsUkScrqDZMcnt5LVy3kD1Qi16gKReK18dIqvqoRiyYl5tWNhXtOsV+yOaJJRQ9fjyBFZEF8sc+Kje3r/j6gnW0AjmEWpk+CSmAGRYEnPTMHMq2wyPYgV5BZ0imJ1yFI6qQiISU3+3NaV7L9UbjHUVpNnjbhqIUqlO/6pdA/QwBQiYbMdbNPCZxE3/SXQEnT95kmyD3DKZ21b/cMlYE4YwZnok1qe4PKu6P00NyEEooWXkXBhvNHKgo5hhW3WBNzVl9hUHcOGPvvMuHIrR2qKM69AmjqK7UIgJyWabCLFxmTYft64W4TDc7H83IzuJMJFZ0pu5QGcOSgxa6QPomSM03r9XpZIAQwY1Cr1bLkqrVaDc/zhpgkF8lpzyx4tIDTaYOE0IRhwNBJiDu/l2zeMi3T/xO0DILuD7IcUvkQLzBG2kSpMu/zTb1/Iyyq2QfM28SQ40sXdr6M+SjWiaGn3bCzIE0Vx442OXa0yeSKOqedNoofmE3+tqNH2TKxntMXBIfHYtrzDZrTI0bjFSpWjPTYMVkzGgnfSbLIGIwioDEgxUg7hSxUsHheFutq/9P0oaoiFe9TogCmhp0K/ce8QokUREKKkah7KiRMR0lkD0UPLVQWzhUtURhtkWHCCvGNhh1EAhsMQBuTrIxZLuES03y9BAwqFlwyd7EfQ4WOvAIItA8QIgNYGVbIfsuZJhD4aRWpKqSyR+q10Taf0MB0cf5AS/AUGguAElA6zTLap6nKGE6hPZRKWUgCTsSDmcmHUT1YAGp9fVKe7DoVxvRNgHbqNWUiLYED24IVI6tZP7aTI/tmaIzUSPwWswvToEyAC6QmVhFTM1MZ4JNCIoWkruv4nl/O7YNpV5TEtKMu7V6L6YVZTjRnUChrGivtPf3403yqhXW2rz2H7gnB3Ow8a9avYLp3kOn5KZRM8/ZkCW/NTNJoEtklSEeROiAVvbxoChHnbB0dgCgGrVAiIfW6BMmI0Sh5BQCcMdGLc1pFJ/98ghvBQZLEpNqakuLjeQH5XO8vs/xZy5jE6xKmDbpi3qxXt9/Z5+QBJYZsIML6ANkQ1xSmbmkv7OPvhfMt6y83y6lkVoewoC+bhcKYXprll9/nAt1I7RPqEWLRIbVaZ23DuqO10UY7oFqc4rrvzOh7m13qBB1uksli7ZcCAqIwzuZ/ZyVsGHNpAF8fijag3svBjwCBRGeRaPprCC7IQRakIjPhLVZHD06N/j4Z1gohkdYE7r4EQ0gSM9+DII8e16+9KfpiCSFI0zTzAxJC2OSmNYQwGiVjEhfQr8EpllWoOa5vy8IbByoXp5MBoCFH6zIt0/+VtAyC7hdypmu51KhoplDcgrQ2QRM8z+WBKEjruK/SnFO4eJGdr1i3KEo5fGieudkuGzaOs2JlLTPXA0gSj92Vu3jgpgdw+jHB7eIYcV0hFaz3RjltcoQ7g91sUg1jiuXl/gcZAHIbu6uPHJ7EtL/q7t6M0TlZkzU5EBoutDSHjLD21tn32j4jIZEJqYjxVYivxjKGE6EsM1AnFT1i2SmdLkWmJ4+ULExQCEXGsA5tq9SoWIJ33/JBuFHSSph7hbYmeOZXZzKTm7/lzzfMuGEOfV1BqpDYb9oQ4465zt6aZzkNRGZ+uMggpqDiIgBSqFTlZlYKtDaJKo9EI5yINJVA0YsX38KESNm2WXKoE7Ey9KlmdohFaa1lSgMXEc/OQ08hlI0QCEyOrGTb6nOZOjhPkiSsOX2cu098m0i3QUjbTjCJWyOOTc1k2iulFN2oRy2sUAmq+J6PJyWphl7cY76zwGxrnumFaabmp0hUavK2IEqmk5m/jWWgPemxamQD8WzA7NQsa9avIq5Oc/jgAVINLpSykKBTmYPRAuBIZRdPVUm9xZMJZ12m7foq1CmVPfAgTEZJZMuEzi72o9vH+tdi/9IsOMNrtDV57CKk0TaaXEH21lQiXP6q0njb3wUoIjwCKukoXTFXBmMFtFDaY/rKMevBel2UePMcGTkNtiD/LwMTBShU8uVygCOrTrnfHSPtwthXZINU9EjoFGKmOABkQ20PG7si6DGbDdk2rYcw1cKaawnHtMvSj+af+U4iC2OqSwBE992VaeDs/QJjepz7swjbJ9JouvoboCkAoH4gXFwgfcBpkb4o3IDzAzKBEAI86Z8SAErThDhOcEEO8hLtvNJlTZArs9VqZslMlVIEQUAYhnS7XXzfHwhrvTQV+1CXvs0NJAvI3P1+KkyDM7sY8sxlWqb/m2gZBN0P5ITB2mk+SnuNZSb77fJ1DpT69yZtT3Ih3P35RldWCPT5FBU4kfLGn9ch6iWkShPaoA3tVsQ9B2YB2L5jJY2RsATMtIYgrqNHp/l29H1WjK3nEetPw098EpFwd+8od9R2M95dhSIxUvSCFFLLPAs9ON5IDN+Ph/UtfUCoyPeWOs1eL08NJzn/+fJQFQ+emFjGQNs82DnwS2X9L+pU9DixWDCFZbU1d0vbdxrDSDuHH93nL1BsqPCsScxSZ5VjvGwZGf+nBUgbVtuBMmlAS1l47JiiHOZ4uoKf1gwAEumiSNyBAJH5A/UzSIaUgjQ2CULTRKESkz9Ha7IEtmZOGIZvJq3iC0UjbnOcMYZ3ADQmj/GDZtvUuykZo85FEz6+07K6fgxyX4QC/2uAN4LV4+vZvuZcjh+cp9vpsWHLOqa787Q7DYQeR+kFw7ylIuPDItXj6NQUSqckaUon6FKNQ2pBjWoQEHghqU5pdtscm5tian6KhXYTMAl0zdK0673P90trjZQeG1ZupR6vZXpqgTXrVqJHWuw5fDtp4luAKxzWQfja5JJy0QftwlAyxlMVfFUlFd0l5lIudenbmUjooYQmSKsI5ZN4bVwC07JGhJxfGyZsEPl8A02U9PA8SZoqqkEtu7E/iAl9zxBaGzc+WoR6HF9XiEUP43sjXDPs9c5rJWe4i+sSrADEfSVB2MS6eZ1tUQWz0SyiYrbRUMTe2XouM/3FZogsfL3QHrFeyAvI9nk5uPTcPM7qkH9GYINrkAkWhvWicMKQgmhKII0WMDP3dd/bTrGJ2PRAgc6EzQEgkfV5Tq7M4ftIDoD6cin13b8oDW6decnCy8CPyUN18oNGKUWvF+H7Pmk6mAepFJocMw7Sk3TaHXq9CCmFXcOSer1OFJkgPsP8gLJiF7Px08MWlLYAebg2aPAZg1YptpSB+5ch0DL930bLIOh+JGdWlPOoRdO3ft5y8c25mH/DAJeUTicmjlOSRJOmRmIUBj71epDdpzXMz3XxA49Gw6n0TajrhYUux440abdjlNLU6wGNRsiJ6TajoxU2bBynUvELdchKZbKiOTi7ktrkFDPBHm6MD6HxkDJBjPTQnVEuWLuVRP0IGRimRmiMdqKw8+rCmV9y5i1Q317u+JIcDcniNXqwHEkhGMEifZzbePTzR6Vn5z/ozJKKRKJkSiSbBLpGmIyjdISWcc7PuLwYImc6dI6UySS4xedoW/fIN4ztUHL92VfZJSWmRvrtQLCxMbfMOMYkzU9rJH4H5Rzqh/WbxiR7XUqDp8lM4LRSWZJUlyhVW2cqwwTlzIYJ9w2xP8nq3hQz/jhJknv+C5nSmDxKWI1IE9/U3UuZFS2uPTjOxaskkw3DUGU5mYZ0nS99Tlt1OqePn8W9+06QJAnrt6xmNmoz117PaGM79WqTODpENz5AL54C1UOTgJcS65RjJ07Q6XUYqTZo1Bp0wh4VP8S34bqjJEajqYdVGwFN0em1afXaOBlF3n05sq34VVbUNjB1tMXoeAM51uPOw98hinv4qkLqxdYcyUkDlDHZS01ERhfAQWtNLNsEaR0tFYqonKByWMc4JF2Y88rrEQkTdS5IRom9JpkJKIU9inwt5UyiK1lkYFtrTapjfM+n1+vi14Pc5FeRCS/6pfbarlUjR9AkXoswbiDwiGnjfE+E6DP5o+DMb+d6vzQ/GwIHKIYIIMra2z4A5L4qO5/ZPihKLfJ7RH+f4XIrlRnfwlaRaX2yfhV5PZ0WEXS+DYgcNEmrOJA6wNNVMyo2qZoSaaG5yu10FuZ4hdrnnSQQdKI2Uwv3kKoYzwtYNbaRajha7rsBYGw/ZD6Lqvx9/3WnSKLwXxYOO/MD8kqCxGFnrskHZJKRBkEwCIJgYN54nkccxbTb7ZIgsl6vk6YmIWq9Xh/wA8rqPBQY5VqgYeDR+QYZbbDX90tfGwtzw2mbbUMGukCr+2Z5sEzL9PNOyyDofqCi/04OhHIGXWsDXKIoJQgkvj+YmdmYyVlzF7t5RVHC/HyXJFZUqz71egXfN0EYQNPtJvR6ed4cgFYrYnamw8ZN44yMhERRytEjTeZmu4xPVNm+fpQoStlz1zStZsTGTROsXFU3ZhNDzgqlYUZNsJo5jp5Yw/jkCVTF+BsILWnNreQ06gSBIunlpj1ZUtDiyexAS5kv6H9k/p1jGouAQfe91xh/j8xJvA/gnFwQuCSVDiQB2ktt5DlFLNukKiZQFTycZBvQ0jZdgUxQMkFZLY1YMuuiNhJ/Z/WAK1IX3ud1cRNM60KUN62zmx2DUDx0s8NXmWh0UgdooVBetCge1GATtapS8IpSNTToVNgIcClKWe1PBn7s9TYrbXG9TAQ9puI649WQtjiN1aToeJbIBy17yLULaCXRyssOfJX6SC9B1Jp8Yc9Gzlodc/bKLl5YPuhdW2qVEbauPYMwnmD/XYcRHqw5fQWHW7u59/gUY6OPJvBq+MEonn8GFbWVJJ6jFx+iE/+IJJ1FCEhVyszCHPPtBerVOmP1UWqVKqEforWiG0VEcY92t0OcpsRxRKISy8QOkUtb0DZam0B1fBMIYWWDPVO30ou6WXJZ4QmjhXT97ea2m/+F3CpaJiR0CNIGiQQlXMLR/oeXR9Lxizl/r4hlE09XCdIRC4TyfDrCrW+71/Wv5Yx5t+OtSAjDOnEU4Y+E5lnKoiA9CIBMGaahxgwVlBcTM4+fjAAYIFRWh2eV0EnueK9cuHjt+rzwrGLUwPLD+7vItl1bQFNgZhfns8s+JWicj1Lel7bztChoCYUNZ0+Br803zn4zaiFEFmK5FPRECAJVx1PVbC/WIsWJZ/rXusgz5ZIJFTAao7nWEfYcvYVjc/tyjZcwa3rN+Fa2r7uIsfqarKX9Jeu+p5Z8YOm/bdiJ0F9ioUuEKJjBGS1Q/z7g5mGRkiRGKUWlUhmYf3li5RwEufDUrVYr0/4opahWq1my1HI+oJPT4x//eB7wgPN4+9vfCmjO2HUuV77sd3jZy17S1wfaWpC4A8ICpgxAF+ufz5XHP+7xnH/++bz97W/PQJHWiiRJiSJzlm/fvp2rrrqKq6666pTqvEzL9PNKyyDofqOcIc3fm02r00m492jCbEsyUkvZsFYxMhKgtXGs7HUTWq2INNW5aR2QJoqRkQorV1ZsniEobnQjgUetHnLkcAshwPMEp60fRWnN/r0zhKFHFKWEFZ+t21cwOlqh202YvrdJfSRk4+njjI6WE0C6pjjwIYRmobfAvIzYEXrcee9mEpEggIqQbKl3aIkxevG9SM9FHiPbk0t8e/8hY//LeqzI2MHAwVgEQ85k0CQ/LeZucCJW933hebpwxWIag2IZ5ccXGB1lAjsIgRYpid/KhyXjICUSH6l8ZFrH04LU66FlHnJ6gLQu+HsUJac5W2rIs1yoAzSAb7nSgmlUNpcKDJJ5jJUqaomnA5QfZwzKQI9osj5Glo/Z7OxV0h7HRvtjAiBodNovebfl2JwYbpKtr7WY1w2asaYiBNVqnXag6HVTquOJ0agWTIUcK6VSD+mniKDHXcdrrPUDzlzTZVZHmdmkLw3Tcva6h3Do6FF+NP8lFvwTSA/kvYKgJ6mkIX7nLsaDSRDGh0B4FUJvNUFlFWFvjLnWN0l1B+GBUB5KK5rdJp2og+/5VIIQrTXdqEdipcFuUgtpAiqUGNlCBwsEI9UJ4rbJLZbIFs3OnLNIQvsJEi9TcLqXGVttQ86XV7ESMYlsm2SjIkWLZMjg9tXE/V4E4UAquggtCZIRIs+acYnCFNV5rpvh/heC0A8JAp+RyUmSNKKxYpJu0mZm4TjN9jwD6HpIGW7eaKlIghZBPAoaYtk2YKrUAaaaSsbWDNNKxZUVEMi82MLEKvYGxQIHFUgltJitrWHapGLZwm2KxZDdha3L+e4ICx4R9CUltpcWgFCmZbLRIQ32yQOeSB0QeQtIUWPQ5ySHJZkGqFAng4EUR2fv5ra916KcU11pXzW/H5/bxwO3PZE1E9v6ntHXbwA2QW7WHlcP0T8WmquufA2f+uSnecMbX8eVr8iBwec////x28+7gsNT+y3wcdHgPMr+Tzr7f9euXbzsZS/jZS97GWmaEkUxYRiWtTYiB65vfetb+aM/+iPe/OY388pXvhIpJQsLCyRJUvAD8gnDkF6vh+d5VE0CryWov1/yiaTRfP36L9No1If2nYsZJ5w/ldYZmDa9mPsM5QDJfrIpCpI0QaUpSarwTjUtwzIt0/8QWgZB9wO5s6ioenabaJLCoWMeRxYapH6dViemfXCGFY02tYrZpHzfozESUqn4mdYIIAikcahexP5omKDJ9yQbN44zPl6l3YqoVHxGxyp4nqTdjjmwfxbPE2zdNkm1ak3m+vwCiuzUf991J6OjU9x77DR+GEWMj09RqfRQStJsjXD7QoML1h43SdwCayNeONUL8RWG1jfvsRIvYI7QwnnogJXTdmgMY5MlCy1SKTjAkOcKlgBA5om68HcAHAjzbCExJkm2kvlRCwhFSkQqegjaSB0SpHUUgtRv5+BsSN2ExGq3rLP4gCNUsWMYZLoKovgsXDQUeY7ClxIloqws18+lUMJaDJjouTw/aKz2SmcR4JRS6DT3A7JVyc25Ch0qhGCFl/DgCY8fnvBY6EZ0uxFRqqkGipX1HtNOgl9gvB2gcAxfqiU/nJY8YnIMnSg+cW+Lror5X9smoQZ37dvHD5KbSf2YwPPpJT3i1Jgwjog6le5hVKODJ0dLHSmEwA/W4vmjqLSLtJ2klQ9eitKaXhIRxVGR38hD8trxEVnnkgH07ClSEnpV2u02tVqNTjJDmtj+9jRaJUhVKcyx8lgLafyDtF8eIyVilIjxVBXttbJ17Rz0B8jxTBZ4F6dVIjoEukGQ1om9FgMLw42RFPTjgNCvcPbGXyCaFcx15mm3Whw+HIGos+H07ezu3FYO+T2EShohMMKHoEUQN0BoEq9bAvlGDqJse6z/Cyqbx7pozqezmQSAxEPiI7REIpF2/aXEKNJMiGB8YjxAo3RitE024Ip2ZYpi/SHzo7EAJ9foSKQI8XEJOoXNO2U1ESI1GluXs8zte8L0inluAWZn+Mj126CZV6l/HQDK9kYzX4WAudZxC4AW8+ExpHTKd/b8f/zCGc9kvL668Ev/xFUYk9hBAU+205XAkKZarfC+d/81v/Gbz2ViYrz0XGMG5xUCIfQlOM2Lz7/TmjiO8TwP3+9jm3R+zUc/+lFe+cpX8vd///e89rWvpdvrZrl/nCaoWjXhsAFqtSoGcCzaTYv8loPT1atXLXYnziyubDpnF67VsqO1zYuVl5mmKd1uF61NlErfNwEg4mTpebFMy/Q/jZZx/f1AmVai/C0ASku6cozaaI3TJhPCasCCXs3h5ipk2GDV6hFWrW7QaIQEgUcY+tRqAbVagO8vHdozM4HqIykF4+NV1q0fY3JFHd83AGj//hmqVZ8tWyep1YIhZZd3Z63hxv0HGB2ZZ3x0njgJOTa9loP3ns6hIxtZaI2xcnKa1ItsUjpJKU6SjV7l2IuSlcbg4/I9e2gfa8sQFOtqpcPDQICgBISKfTYcOQw8sQ8Ylj+IzPwurw35kQSldyYHS8+bQ6QBXlobbGZRyluS/DrkVxS9KvsCl3C02Hc5BrISZekkwyXxbf7gwqk80CuOoeyvquN0/byuzv8Hux5K/gwsXhchBWeurfOCB2znMetX8qgdK7loY49Hb2myoeGemZYqYfBbilIeKjIRmJox3NlU7Gr4PP20Gtr3+K998wDco+9CBymNsI5WKSjwrcxo1mtxp7qH7y38Nwvxsf4eIEnnSFTTzBopkL7AC4TR8gkPT/kI7RnmWcrsJTz7XjjJtBicesJE5gpklSQxmqBur2cZdqy2xwa86E+kBcb3ROq+KHG2j4SZd1L7BSB9EtKQ+bLp8g+xbCOQxrSqn9x4uvEvYGgpJTW/QbeZcOTIEXbv/hG7dp6BTiWhrCH7I0UsSZY5B7SMSYMWITUqjBBSI6CGTwVPh/gipMIoNT1BVY5RE6NURINQ1AiEmTMVXSdkhAojVBmlwiiBqJm1I0F7KUomaKHwdIVQj1DRo1T0GIFu4KkKnqoS6lEqehRPhUZAYAdaaI9A16noMfNiFJ8qFTFCRYyaZ9vfQlEHCYnXJg1aJEGbNOig/RgpwRcBoagRihGqeoyqGidUDSSBXVsiN58TLhiCMz9dmjEvoKasj00eHI89R25B6zxcvlvXWSjuAuhVOmXPkVtK82bRzS7zDyqdClk1ilv1Ix71CFavWc27//K9fT+SASBf+nzus//KBQ+8gNHRUXbt2sU73/lOnM/YE57weA4cOMBrX/taarUaExMThGHIsDNWa83XvvZVOp0Ob3rTm1hYWOD6679Ou9XO2vz2t7+dxz/+8Xzwgx/knHPO4fTTT+e5z30us3MzWRsvv/xynvWsZ/Enf/InbNiwgVWrVvHSl740C54wZGfljF3n8e53vy/7dnZ2litf+go2b9rBxPgqLrzwQfzHf/4HGsWJE1M87zdewLZtZ7Jicg0XXfRgPvnJT1gplUJrlQG+173udWzZspXt23fyp3/6v41Z/SJzYnZ2lssvv5zVq1czNjbGpZdeym233Tb84mVapp8jWtYE3S9kpVhOupgZ7WtCX7NlTYck9RhvpMy2fO4+WkOIgHojIAiGZdX+6dYtilLuOTBDteJz+qbxoT5JTnpVdi+GbgQigJWT04zU2yy0G6Sph+8nNGoLjI60iDur8YLccdcxyUIMMtBGe1BscCGnDTkfl0kEIWPSHdYUYM1alnDSt7mIdDIk7LSzvS/eWxA8ZqYt9ouhzEMRCJWLKFzS5xsmFJE3T5iMGvO4okaoWIh0ZVuNQbEPC1q7zOxQFRxgi2JPaaXDyr5XBd+g/sb0fyxeIJXxgxIqs87TiUT4ec4fA4Cs30VWpLD8lLYBLYpgy/1mxqJWqdGQFc5c0WBkvWT3vT2SWLOGClUi2l5MmgLaQ6BBKqTUdOdH0coj9Ex/9FJoJppdtYDVnmTOjlHXb1EVNaT2qAdj6FAx25unHUdIoWnR5Ejzdva07mDn6LmcN/GkwpDEoNNMMl6S7qemH5zJVS5JL3RmNibD0LqJDBf6VbSO0EIRJ50CuHcRvISN5tU/QOa9kNrwPX0aTuP/keKpSinvT/+8yzFx2b+oXFVlgy40QEBKd+AyrTVKi8x1WwBR3CPSHWq1Kr1ul4nJCW666WZ8X1CtTt6n/S/zb3OYy4tJaBH2JlF+ZDRFykeKkER0SemhvK7Z25RvQKUCByhTEZsErDZJpZQSz5dIAb4fAp41cZYopVE6tYFFFKmK0Dq1lqnG/DWgRqgbZOa4CFIdE9PN8o0l9MgCIQgDVpGp1VIJo10WLgiGBh3nIfdtrxoYKE248XSERHZJRMdti/l12sv0BfkgMTAdi9p/IZ1JnqQXtzg2u3dwwpRHpfhQjs3tpRstUAkaFIaqBHH0kPsWK1kg8DyPN7zxdbz0ipfz2y96AevXr8vq7FsN0He+cxu//uu/zpve9Cae9axnccMNN/Dyl7+clStX8rznPY9PfvKfePCDH8wLXvACfv3Xf50wDEvhsLPusYvhwx/+CM95znOoVCo85znP4W//9oO87W1vy8zgPM9j7969fOYzn+ETn/gEvajDi694CS9/2Sv4yEc/nNXvy1/+MtVqleuuu479+/fzwhe+kJUrV/LmN7/ZPs8NS5+UR4NSKU/7pWfRbDb5u7/7ANu2beWHP7wTTxqT6W6nywUXPJBXv+YqxkZH+fx/Xcdv/dblbNm6mYsedKEBrwI+8YlP8pu/+Vy++rUvcest3+bKK6+yoO3Xh/b7s5/9bGq1Gp///OcZHx/n/e9/P4997GPZvXs3K1acWmLrZVqm+4OWQdD9QMa5t8iU5JIygPG6BpEiBaweS6gEbbSGkcrPLjJL0V7/+PEWaaLZuG2cIPCWVtW7/60CYrKyhiPJHnwvRVR6VCo9e3RpPC8mSXxWemHOtLvbY5M8LzfpcloBnZm9CDD+LwKcXXPJtafI/ZdAirBApmguNuSQdtJxF9WskL1dF+vb94CBkgpndQY8MibnPpA2TGkkm1TScbRIUX5viPYFw6MlArzi3CpjnBxUaIQyEexK/t6uhU5UK7EMXN8EGNZ9rp1uzLQySUiFmVPas87sShhwZIG/sMx70ffcxZsyyVfz5+fZ7QVCygzgaq1ykKkk5482uGmmg5YRQqS27ZJec4ze/CRSQChBSlhVFXSUZlUgWVfxmeuY65udFlURkth5FomIpurhgiz7AgLhkWjF7oXv0fAn2TbyCwAE3goCb4JYHTPX27msvTxhZhY1L7VBOkQBIFozonxsLBMrNFoLfC+wyXhNm5PE5PjR2RwrzIFsPOzw2H42Zl353qMh809JvR5+0iAdEnWwrBB0/gVWo1eaD7ZsEhLZIUhHQWqTV2hYoS75pfUvSnoKIXye/oynI4Sm14s4PHc3u4/cRqqWNrPqp1JkOi1QIiUJm3iqAkKCp0nkPInsGhMuDToVaC8mJSFVqUmeCqRehJCKwAvwvBDf9wn8wPqVVFDpBgQNtJZWqu6a2CVJO2iVoHQEWiFkBaF9ZBzhC5+IWXpqhlh3UCpBoEhFLmaS+Oa9EEjhQpBLO24q9y/VhRh1ApxfiEaZoCsiIUhHEMInpm1SFQizRqSuZHm/igFKhnesnQhOayskU/P3FJjzwcAeQyOZac3UwkE2rDhjyF7qNgWFcACzX2iAq0fxMzz5fz2Jc849m7e/5Rqu+cu3ZfPABUJ497vezSWXXMLv/d7vAcb/54c//CHXXHMNz3ve81ixYoXRStZqbNiwgTAMF+2K+fl5/uVf/oWvfOUreJ7HM5/5TJ785Cfz5je/mVqtlpnRdbtd3ve+97FjxzaESHnnO9/K05/+bN7ylj/jtHXrAE0YhnzgAx+gXq9zzjnncPXVV/OGN7yBP/jDq034/EGYmtGXvvQVvvWtW/jOd25ix84dAGzduiUT1m3YsI5XvvLlWTe95HdexHXXXsenPv1pzr/g3Kz/Nm7cwNve9mcgBLt27eQHP7idd7/7ffzmb/7GwDO//vWvc9NNN3Hs2LEsz9Hb3/52PvvZz/LpT3+aF73oRYv22zIt0/1Ny+Zw9wMNJlJzf51EzTF35vuxWsp4Pf2xNEBal1/5MwUDJk9o2q2IqWMt1m0Yo1JdAiNb7ro/Is5Tz93O7NxKhEjx/AghFEIoAj9CCJifW8m6EeOTQCpMbpVUIIKCZFNgpJs2H4jONn1tkljaDOuk5bxHi3aPwpi6pR4Z5zzk4hLoUgIdSYQyzLYsvPKLC9jL5QVyZYvCOAuMg7yk9Gwnn81wktUClfvURMmKvHm8tIpUfq456ZsQBrSJrImUysY4e6fCaGFSAYlNoFksxpVbKDs33ywEsujvO0QOnuxLCMw4C42QquBzQbnswnfuc37IF5h5nfdZsW2leaxh1Jc8akWNsXgF7bmVtGZXMXd0A93Z1UghafiQaNhYh9WVfBNMC2sk0uBXPWqNCpVqQEf3yKNVAcJDSkEgPZTW3N38dtYmKRsEwTrs5M3+GGCpTAJWZRvrpYbxT2X+XTZgORPqxABCgO8FJIlCK4XvBaSq3/k8m2AZI2zKL68XnC9Z4XqE8Q1KZZdAOdtCURqjATWBEuUqF+cwkIiIWC7gpzVrGleeQEYbZJJCazSBFzAxNs6BA/fw5S9/mTCsMDMzQyueZXrhCEg1oFUtt384FedO6nfQQuGnNZApqdez5Zp1JCX/P3vvHXDZVdd7f9Zae59znj69pc6kkAKBBAhFqVIUpQQQkMulK7argOKV3hHwBRRFEV8LooAIIngFvS8CSjOhhhTKJJlMMjNJpj71lL33Wuv9Y5W99jnneWYCeIPc55eceU7Ze/W91u/7q8gMskyilED6QDOZkrRaOXkrp91u0W616eRtWlmHTCmU6iLlEbS9mX61l171HQbmRqw8St6SdCZmmJjYQmdiC61sihY5ZAbTycmndtOZOJc824BULRA5iAxQCFpkahMT2enkahal2mQqd8NvnA9HVZXoqnIvretcWxHQuDHTlAzkAhZN28zS0ZvpVBvp6DmwUMn+SfQtYbDrBRE0y9oUfpzHRDZcgypdNL8Y3qOFEwgJfMhuOxrIYPQ9vPxVL+XvPvgRbth7E8olLIsg6Nvf/jYPfOADG9c/4AEP4IYbbkBr3RC+5HnOCK2sAGC6XT70l3/JnrPO4pJzz0WfOMEl553H6aefzj/8wz8ghGBychJrLaeffjp79ux2+yGWy+93X4wxfPe733GCI2u5xyX3YHJywvXGGu5//8tZXl7mllv2Y0OgiaF9NIzX1d+8htNOO43zPAAaHhGtNb/zO2/lPvd+ALt2nsWWLbv41Kc+zYFbD0SgZK3lvve9D9oaKqMpdcXll9+XG264EWNGfYKuvvpqlpeX2bx5M9PT0/G1b98+brzxxtFxW6d1+iGidU3QXUBRZpWoMUSD6Rx/fPxnmMGlYExry6FDi0zPtNmwoRMZprGuIdTMTvr5jE2T3HPbxXzttu+wYe4oWeYcQAdFmxPzm7hoo0Qqi0ikeTUIdIVYK1wSVWmj1C/wg8JL/ENiT+sZMGcSIqLUs2FCJ3EAyxK1PONO6NgVgdOo+PBawwyXEM1+x3uAoBmyI78F8BCi9QjP7Ps6hsZiuHhDSSlXyKspUD2MLLzYvCnNb9SZBkjwvkAC6/omAKOwlYA81JmAc2ujf044cR1jI53PyXAfQ0tinhXfLmXqnIwCx+iL5ghF4BMP9jpH0UgFApCgTYV1qXZQIb9HxG6WlpI8cKfh8HLGVw5OYY0iU06DIwWcNgkP2+Geu+lMsKQNN/WqejzLNsvFEi0GSCUpbQVYlHDPZ1EppHSjIoVkqVym1H0y2ULreSp9mAYCEnEanNmSFgjl508ZN26VaET2io9IaiOEcOGxC7eSsrZkMN9PQLmIWgsbzNSkrduSlBO0dONIyz7SOKaxpWcxVmNEhZEueMJIIIzhB8q3OVxXMkBLTctMkwlJyYrXagxVbF2QCFNJlFJMT83wja9/k0O3HWT3JVuJQRrWynU1XGTaSS/UEDZDIOm3jiJNi7ycplJdjKjqx0q6eqSUMUqcQWMrS6Zc8mglJSpTDmcaA+Io/XJAv+yhjWektaDUikzl5DJDWyhLQ150KEWPUhbIgUBlU7TzM5iauBhjCiq9iGUFayGTG8nzrVhbulaYg1h5nL5ZQlcu4EZotwAHtoVBWBcwQUgfht+4dWCspmAFIV1yZ+nN6VZPSEq9jv2HpvzEjbGSrXp/W2tOhj5kymkQTnbIhTUtrAQrkzU0fi3c/4H346EPfwi/8/o389+8KZeSGav2MaGydOtcqVFfW6s11eISbJjDHD3KX/71X3P9d77D9LZt8RpjDB/84Ad57nOfixAusqsQkGWiBjPJIAStKl7DGk+zEF7cmvoakr06bJ7WMtHxgRZW6dPb3/5O3vWuP+Z3f/fNXHz3i5iamuQlv/lSqrIiOT0xHgDFvoy0t6bl5WV27tzJZz/72ZHfNmzYsOp967ROPwy0DoLuAgrsytqOp99H+Q1fo/E06vhqWVoa0O2WnHfelrG2z81K8HtvsxyL5cn32snZm7fy8a/eyIpZQkjLpLTca9sym6cMTi1iG9L7WKZwjLq1FqsDEKoZngjMoDYpsrgcH6oucxhHRpAQIsGp5ABZrXuZwVhRBz9KfnO8bcIVJJK5hoBOeKmoSECFTa6xjVKi1qUGQ3WftCiBFfJyGqFyjOyCaB5OI2AI134bfK4SQGeFQQgZQbfVYwB40m9pM28WaOO5G0P8muR6SwRaTsshcIGkAkKUHgTXA9bQfhlBmldkeFCFEFS6hMxdL4UiODNHHxh/37aZip+9VII4m8MHjkPVZfuEZfukQQqYVgIlBJ+e79PVhnbuGP/dE7PcTp++7SEqiRDGx/US9HUbYyUY458TB2J1dZzCzNMvvos2x9y8JRrD2AXpxssa4R4FwlpycxFWhE36LfzkTran2TZ9BvMHu0xOtumW8wyKQYNJE1Z5ZtEmdQui35DPExUinY0ACv8cauF8eAq1hLEGaTOUaZPZCbQoqITzW4lzTuIhGB/MegINFX2xQMtM02aOgVh0zFUAS34tVboia0mqquLWA7cyNzvLhRddwLHiJtcO0ciAXNOq253/wSgP7gWqmqDywgQjCiQd8moOIwaUwiUCDiBUBtUQDmQaqxmUfYSwKKEc+LGWUhd0Bz0G5SCOQ0jKqk2JtgWlUIBB6BZGSCrVJSSu1WaJ3uC7SDGBUnOobAolzkTKHGP79IpvUekFlJplsn0ehimy/BaMWYQqCXWNxGqveZXGQRJr/biNmWusT9bs18oa58Yw6AkCC5fo27Bl9gy/p5g1gVDaCiEFW2bOgDivq9Xf3LtiImXnwDVyjZ8AXvnql/PwBz+Su93tgjgnABdccAFf/OIXG5d/6Utf4rzzzgMcCGq32zEfX0oDDfP5DLPAF/ffwdeuvZYPfOhjbNiw0fdP0O2e4IlPeBz79u3jrLPOQkrBrbce4ODBA+zctQOAq676MlJKzjv/vNj2a665hp6P/AiWK6+8iunpaU4/Y1dc9x4GxX3XARfLxXe/mIMHD7H3uzfU2qBkGv7jP/6Dn/mZx/BzT38q4IDa3r03cMEFdyNTisonf/3qV77W6O9VV32Fc889B6VGWcbLLruM22+/nSzLOPvss0d+X6d1+mGmdRB0F9BaEdz+s8tLfX9SMsZy7OgKMzNtOhPZ2HtqfwIaZ00ahc1Yg7GW+5y+hZn5gukNkyyofdxyJKjFT80CUwggc34lqWOzk4CJyHjV/iSOeY55DOOb0f5Gh/ShfqQcp605Ap9XZfWgCsPjUfdBJJ3xTGj8PMRsjOPpxjAjWpSYbIHMdmiVcxg1wKiBYwK85LohGfWMglDj7citsTG8rKncQSpiOTYCNoHLH2LQmErEJlvwQJU4ps1odaMD3YzaF75xlziXDJP+lJTrIhkinANwMK+TMiPo0oI009/BVGea87ZdwsphzcyUpp0rpswik1kGwrJYWb6w0OML8wOEws01kJsWO8QWlsUyK/QYGM2KhrLKQTotgLHODMlYQ4ecz3znC0y1C06b7TPTwY17AGX+j7Chv7KxcNw6ToMAp9J06/syy+6tF1EuZPR7y+w4YzMHVr6FoWzOt8lcnp901FfJcxX4zhCeO60xjKMLt6zd3FMgjHIRzvQslehT2dJJrteQyEfTIgSFWCazHdpmlgFLGCqs8ToICyUl8/2jXHrZpRw6eBtLSwscOnSIyZ0tasgoAkw8BfImtzghgDQdhACT+CdJmwEGYTMyM+UCJEhnzmsFhKxNUrhQzcYYuoMeVVXRaU9graFX9GL+IymCH5ev31qMdaGxsYKWbWFUgfQmwE4YUjmoaEvKcokQhlpK6dK3msILCQr6JUy09tDO9mD1fqRwJmwuRYLBaIOuSozWHhALjAhAqfFYEc1Y43ja1aYx3hVDUofPHry08km2ze3mjvkb4yytVozwgH/b3G467WnfKB+afGTvG7N3ed/DtVaCFJJ73OPuPOWpP8u7//hPYlkWeOELf50HPvDHeNOb3sSTn/xkrrzySv74j/+Y3//932dQDMjznLPOOovPf/7zMeDBli1bsNbSKwzzBcxOwQc+9AEuude9ueR+D6KVSXoDTWUs22Yy7n3ve/MXf/EXvOY1r0FlLifQ85//An7nzW9gcXGJ33jx/+RJT7qCHTu2xzYXRckLXvBLvPSlv8XN+2/mDW94I7/4iz/vBC7pFFkaB7o1lh//sQfyYz/+QH7u5/47v/M7b2DPnj3s3bsXKSWPevQjOOecc/joRz/Ol750JRs3buCdv/+HHD58hAsuvAApJNLP64EDB3j5b7+SZz/3WVx99Td5z5/8v7zpd14/dowf8YhH8IAHPIAnPOEJvPWtb+X888/n0KFD/NM//RNXXHEF97nPfVaZnXVap7ue1kHQXUAn09Q0GKeErGUsI36qmabHleff0euWrCwXnLV7o2M065/GNCVl1fCaeMe4Gm2oKosCqqpicqrDkZW+l9h7n6dQxkma7ZQG1jn8S7y0L4zdmMM8BDbwOXnGFh+E80FCvSqCCWX6yoyPuiXHzcxJOrEWM+CltKFPq5FNLxCGUq4AfXLbIa+mMaqgEgMI42I8dxty9gSmIzk4LTiNRDCf8uYW1vuAOH+oWtMkURhZNLUMcSnU8zkMcLCiTqAa/LO8JqQ+zOu1VI9bXUQMiCAcEHL5V9yay0QWwY+Q1vmKYcmzjDO3nEcxL1mcX2Biuk2fPv9xqOJEb5lS5RwoNYWvwJaWTtbz/TIoIZgTM8wxw5IY8M1qgdJCpjVKSKyAwrhQwEsL2+ku55iljJtPdLhkZ4/TN5RufpMu2fCPqIUKcU17lVoIghB+yVWLrXO72D69m8EJmD92gs3bNtLjBCdW7vBMYw1iJBItvI+FFXWgj2ElgPBreihoh1sPdR4ZBwECs+5MwoxYQZCjTJu27VDRR4tB0tHGyk2m0s2Zc8jXtOwMJctoqnodGMvR+dvYvOUsdu7awYb+LNddcx1327abTj7BoOq5rWBc0MpxFDSPwiBtC2U6VNlyra2xOdLmDLIFDBppMzIzQVa10arvx1LEMZOoqLUcVCWV0bFfQkoPmFI/NYEyOXgTLqxECUmlem6uPRjwOqOGSawlCAbc2LlnL8MyT6/6Dm11OpOde9RzRh9tehjZRatFqmqArbx5lbEIoXEBNizg8nURFETePjL8tOZOFzG3DbIirNUIITln5304vLDP7ydBhBKWRq3pRFiUyDh31+VOexTmAzkGCKWLajgmaTgImoeVFJJMZiiZ88pXvZK//8hH47gi4NJLL+X9738/r33ta3nTm97Ezp07edWrXsXTnvY0n9Q059WvfjW/8iu/woUXXshgMHC5c5KhKYqCj/393/LL/+PFZEoy0VL0C7dn5nnGYx/7WP7wD/+Q173+tQgB55yzh8c/4bE84Qk/y4njJ/ipxzya33/n2xpD+9CHPYRzz93DIx7xaAaDgqc85Um84hW/XQ/DGlMigL/56/fyspe9kuc85+fpdrvs2bOb173u1QD89m+/hH037+dxj30ik5MTPPe5z+axj/1pFhYXEUCmnGnnU5/2FHr9Pj/xsEejlOIFv/QLPOs5zxwrSBNC8IlPfIKXv/zlPOc5z+HIkSPs2LGDBz/4wWzfvn3k+nVapx8mEvZ75aDX6U7T4uIic3NzfO3qjzE9PclqKCAk+luNvh9FUlVZvn3dChdcPIVSNRg7eGCB7krJOedtQinPXQydM43D2Rq0MWjtskq7fC+WQlesDPrkchvXf/NGdp21hb3zX+HE0lGkcPbzUUp6CmS8dsCBkKHw4AIfLSdpG7iz3YiooRhZ4dr5TVy88WFcv/BpHw1piIY5xhCqW4CUIVSDYyCNtbU52BgSwtnciyyR9FtqO34bAiIkVa9Fntk1wiCFQNEmN5MYNDpEuMJGBiXlHxxTZes6DQiruOfWR/D1w/+fi0olPNtiXFADbTVSSiblBnTex8jSA5OEoUmZ3obNYigHx6RUAqs9I60tWld+DTnwYjQgzCgPLYKzuiRrKXZtO53TJi/gxOFlTjt3M9cc/Dy9souwAlMJpITTt+1ha76bQ/uPkLUkK/Ioi+Y2tK1Y6Snu6En2LawwQDCjLD9+RgtlMi7a+FCuW/i0l8z7ZljLcd3jhmKFgUnYNStgaTt5eRpWVnQHK/QqQSbhwXuWmO40IwJGpta4aIUB3FmLM0fUYH1UtkxmzE1vYtfG3bSqWY4fXqIqKzZtnUVM97nxtuvoVos1VycsQkjycgat3DzFHDRyfGRCi3UBMqQhaP7QCiss0mZctOGhXL/wGYzVBPO5wGwFsCx1TmaceVklfRjsIbPKaN7oxzKsEWXbtJiiFF23roQTYOzacga78ou5Zf8BlpYW0cZy7x+7iK/t/wyF7iNt5kwJT/KsWIsDgZlFGEleTaPVAC37BIDeqmbRoqSSvdhHEC53kOm4J11UXLDxx7lu/l8dAPd9solgRgjnI9Tw9QRUNUEaStwK4+ZGhChsfo8j7Fc2aX8YcOkFFK6Mdj6BRSBlGyEmMFr6fSZHijmUcN87xzm/CdoSa0uM7VGZY2izhLGF90+x4ANTWL+fTXVm+bELfprTTt9Jlme+j5KJbIaeXiKuhCGtlxCSO+Zv4hs3/XNs7/B+b3FmrJee+1Ns33COG0tr6r7H98Obt6szzFP0U8Q0QJCbi4xctchUi0w5H7BAqwkaq6qiKAra7XZ9DqZz4f92C8uh4z1O3yBZLjMQguV+xUwnY7lfMagMu+Yy0APyVk6nk/P6172ef/zHf+LKqz4/Um+gn3/+LzG/sMDf/d37R7udQhALoxr18Fy6BOpZLqMPXVVplJJewDl0toUB8abZ1lpKXdVzIeo/Uki+8619XHrppSPjs07r9MNC/X6fffv2sXv3bjqdMXnqElrXBN2lFGWv/2k1nIJVAYNBxfx8n+07pn0+gaELEvBTMx0+jLFXwxvjGFldaYRQVKXxTHLpQ/h+HySoI7ZZHLjx56ORtc9M3N6Fc35vaBZS8tqCNWncwHkGxWjprfpcI2oJf5Mpq4tIQtYmbQyfHSaxDe2WjLaH9UFXMwi+FCf2x8iSUi2RVVNk5TSlXMaoqj7ix4xB4ENThtQa2zj4RJAYG+kZCIm1ug6HHNtmafwbwZzzQ7JoXwYYE+rx0cACENS+PcM5Z4amKQyL8WGx3TpUSKkiYyCkZePUDnZM7uH2W04gFOh8hRV9GCMrsDDZ0exua/Zszt24G+naoUysdnjYNqkJ7tNuc9z06WrNzcdn6a1sZTrroI0mb7fI1IAJSlZKxa3zLS7cPmj2weIiGwZftyFQj5VILZmcmOK0zbuZa29j4WiP44vHmJ6ZZOtps5woD3Ho0H4GulsDzeH1alOGb639RYxYqLp1aGv/sQBgo+O9Aw9OuwLaFlgsOZNOOCKGnvcRRq0W8mgxoLDQslMMzJIDgAb6RY8tp22iLDRzc7Ps2XMOXXWUMt1L0odqNdIu75dAOI2pLJ35qAWsINNTGFF5UFQPCViMKChFhTQtMuuidQmrQBg3BiKEp/bjkvpl+edT6hxhFWW2DBgPGKgf9GGy9b2ufzUH6rQo0jmt6xJjNEpVSFmgdfDvA8ERr3HPCaprgUTJNlJOoeQ0E+JcjNGU1R2U+iiWPkZUYCpCyPk1E+baEBjBBizpNYdO67R9w24ecMGTufG2r3qtUBr8RbJj4zmce9rlzE1uG7JkqMPnR1A+NNH1liNWXQJSKB8FzkWCE0OLfNx9xhiKoiDP8zUYfNfWTi6YbDsTykFlKConkCq1odKWqZYEUyKloN3OsaZi/ISfIoW9LoAhEU7gBjRCIDDGImWtiRQCVKbQlQZcUt+1HhshBJlUGOuEUcYDWYsP/rFO6/QjROsg6C6iUwlesBqdssZg5Mak/liWZWG+jwBmZ9on5SvGYQNrnUbIWqi0iwY2WOkjRQYtRalLz9k3GaBGY+yY9+ErEZhbHw3O1IxdTPiYhocW/vz2zObwOFloROEabk7N0qdMjfvO1at9viIRcwmd9IAbI7GDEBXZRmDhpLteuircZ5FI/KzxdxrlzFgMIJ2xUkGPzHbIzSSFXAbGRHHzyNBJn0O9tYQzIDEXnU1HoCXInYTR1NLr4bIbw+gZybheAnASTtpshDMhSjVhsW1jhi8NMgA+CaUHosYYhFCxMbNTm9i99SKOHFxg0B+gJg0L5nYqkhxLwo+ldYDYCusjDKZpO0cXoxCSzXKSvJAsL87RkhVCWox2pqCtvI02FQLLQt+FUgjGkEErEQMtCeHHAwcqgFanxba509k2fSb9Rc2h246hlGLHGVvQrWVumv8Gi8snHNMr/epIQI61ts6vBKAlNjOrPtMxQIKRLlw3QKadpiqsNQ8Y0MI9U5n25o2h3daZY3ow0xeVd1wPt4+Z0SA0QDqwYQVtO8vALgCW6YlZbr3lIEcPH+e0007juuuu54w92zlj2zncceIAZVmOljlEVgsX9lqAqlzULJ31ffUSVU2CMFSqW/eTsEfhQbVBi370sWqZaQZiCSOqsSx4vNebGUrTdpEcMfGZWHPjDqDWN6bWsNR1CSTGOF80qwuUNT4ggvvVIrxmKZgnumdHG4k0JxDChdxWagN5azttezqFvo2iPISxPZDahUJWSf9GJCoCMeS7F4KSCOue8dnJrdz7vJ9mUPY4tnSAShfkWYstc2cx0ZqJpQlrMCZ+qgGWHefrkwJ+SwBC6ZhJKVEqI1MOBEkxCmiGZ8BaS1EUSCnJsiGf2ESwE6qWArbOtdFFj5V+hXb4ln6hmWgrZtoWrKEz0UFQmwV+3xSfufB5tFxrQWWy8a0UApQP4uFBkpRiZFrDKEopnVmtMREEubK/DyC3Tuv0Q0jrIOiuIGvX3EyaZgBpKNvVWM5a4nMnmgAWqspw4kSPuY0T5K0sqZ/68LX1ARtARkpaW7Rx9w3KEqOUYz6VIs+UY5wDAHKnXrP9abfGASCb1h2ih/lyfAJJnJDLAYbAvwrhmMAg3U+qjODFSKwczsEUXcLrYRg+wIJmyvu6pE7h46Z2OMx2nOEASEKxgJDOnCscSDbxoYn+IplLNmOFiPmVrDaUokvOBFk1QalWmmvJhvJq4HUqh5oAFDlGlM5sLUh/E6YlXlmLexuCbDC+H8I52pt0hJ3PhvHJJVOmI0jA66JdmytdRt+1sixd5Csh2Di9mT2b78nxgyv0un3a04pFcZiBXmp2SOLMfwYZtKoa86TXhPU6tCitBeXbU1mDpkRmOboytDKnDbIYclmzPtGk0/uWSVmXK1C02i02zWxh+8zZ2F6LI7cuoCvNxi1zTG5Q3LZ4E3fccSuVKfCe+g3w0wBsVmJlEDyMn1+nMRgSAhgvPQgRFAMWMBYrLSLHaeygzuGlcdqWzKBlQaY7ZLZNKXpjBRp1A5ofKzFA0SK3U5RihVy1sMayc+cutm3dxrFjx/nGVddxwT3OJd/cZt/t367LGRZiBNAW5hmBMm3KbDFWnJVTWGOp1KAWLNDA2Y2mhh2hEgMyPYUV3vTUg6OoTSVhJE2OMBKTNQFbcy/32tKANbwpdEwKmj5b6bYsnO9XnUC4bq1oPNP1msAGq10JdoDWPUpxhEzO0srPJJObGRQ3U+njCFF6wUN4xhPA7lrNiKGntYDEijpAjbXQaU1zxtaLEGJI5RjHKmgtZL2vp/OajO0o2VBCLEcJp/1RInMa4lOgsiwxxtDpdBoavdUqVkphbYUGNk4qVgp30exkzmRuqIoB7XYLFcJhC8ErXvlSXvGKl67Zjj/9f//45I0VzQ8iWU/h39rcr268Az4ur5munJBCqtRQceiBDeWmX62DoHX6EaN1EHQX0JEjKwwGgonJnE4nY+1o1J7JH/s9hEPU0bBEqMmUi2STC7HClhYLykKzcWOnFjiOcBbNOD91vSLWY7TzESrKgkzNUFXuYC6KAVVVMZyYdZxcbBwvHSiCoZA7qEoRjZcIBi1C+Ef433x0t1VN49bk1prHS+3Ya+tGViKRmgZfodBusWpnrXEmYcbUdQslcIqgBHoFCSvWAx7XLxsGxXrTskoilKaQy7T1HEq7PCQR/AQ8FIDX0IA488XRtSbJULQo7BJGh1wWzXFJR8o1VyQHcfjVEnyoghZKeMRqRZWA7jBENpGExxKcP5HVlEYzMCXaaJRUnL5lN6fNns8dN59gMBgws3GSo70DLJljjolPl0xobVuPXW8NFIZAiNpfQQjoZIaNnZLD3ZyyKplqT1DqCl0alJxAiS47pl0kMFecTxqbubDKrTyn055gqj3H7MQmJtUcZpBx/NZ5+r1FWu2czTtn6avj7Duwj1615E0TXVhtF7AjtFPUEmKrEFY65jz8NBYkONaRABiMAOn6iRV1AAe/LqK5oF8RkUH3ZnPC+7xoOSAzHe+bdvJnK4yxwAVLaNtZlG3R7a9w/u6zWTi+iDaGCy+4gD3nncWxlYMsrhyvp2iYDw/fG1xER3Ahw7FROyVNG2ElZb5UP6tp8A7Aes3N8LrQYoDJei5UuJkCLFoOMKKghkqgdJvMdKhUf1RYMCK9D4Cn7kgwbRsxCbNhtHzYfS/RH3nO0gFKN24LeN8iazRClJSmoDLLtORWOu3zqKoFiuoWpFT18xf3oFCYjE2PZQ/VGc0q6xEYSxEAYeN718awrF1hDrSPW0uhdMfkK5WRyRwlM8SYWodBTlVVlFVJu9U+aWoIBzhdWO7l5WXyPKfFgLwFrXabibak2+2jlKLVzrC2GipgzeK/N0qeVes1+amPVuPxEz5yYSapKu1A4hptkkIipR0bJnyd1ulHgdZB0F1ARw6vsLLsTMg2bpxgx65ZWi1nOjOe1mIiajAENcPT9CMZD6J0ZTl+fIXpmTYTnZYHGuHAGto5x9wfrtc+Y7k2FcZaWqqF0QNEZumVixhtUbnnxgRYr1mK0s+hng7zCDFGQXqwZmCrwAmOxAqqSwvjEZ2/m0yhCA1JmJBwcKaljsUxwktdVcJA2WZENec74cLWDpcTfGNCO0aluqF7PipaZonWa/EaZ/pitMUa432JLIVcpqVnXEhtynhtBCoChGc8QnAJZx4hPc9lY/1tpilZQftyGvxOGKcEM4yD0PWHlMnwAQGETspqMjoReFg/TQJKYG9vnq/c8hkGZcnsgSnO3bCVs9p7OHjjUQB2nrGdQ/M3scRtjqHVnrFPNCPBbLLJFCWL0qbPk/siLkUB527qszDIWBpYLD1assViv8AIwXnbN3LRrhZF2UMIQUtOMDk5wUR7munWHJKc3E7Q7xYsH+6y0J1Ha83U9AQ7z95Kv1rk1iM3sGTvwMrKPxTWqwrTxRH+eim4yUEY9wq+R+lcRCDsfnNRFK3T5libJBVOHPm1Y/qEMk0zUi0IQbxCk4woEUwhUAihk73J1gMXwO4QWQwlXXI7xfzSCWRLc/vtd3DgwFeZm5tj93lnMF/ezpGFQ97EqflEhkANWKJvl7UgrYi+ZtLkKN2hypdBmMZeEwJSuDDjDvTF74ZaqmUfzQBlc5Rto0wHK0q0LBBIlO04TaxMmeBQUfhYVz4kL6DuSD18CFtHeAQXiW4YS4VxEJagYa3HJ5RVr5sQEVIYQ98coDQnaOdnMtG5iFyu4FTmypmbkojChPCaHb8e4iadND8munb7ZDO5apNCfiOnbfIPpt+/hZU+imGSF25k/biksLUfUOYTxIrGfjIqELBUVUWe5SNmcOPbKZFSsry8TFmW5HmOMS5wTKeVMxg4E8TORBvWSDD6Ayc/r0abmEag8dvw5VIgpKCqDFLVlgeRbM0LKNz4Gzv6zK7TOv1Xp3UQdBfQuedvZm5umuWlAYcOLbHvxmOccdZGJiayO+/n06Am+1nvWaMsvLWWXq+ku1Jy1tkbR/x0o/DR37lWLqKoVbAuopUUiqIoaLVzBnohaoFqR866/NHDv0kRMDSYUr/JZ9b7dYj6hJdJVLSkN0Job/YSmOG6AhGZswQIJUz5aJvqgzUCRmm9mRnOBE8YRDBXkThTKN8fq5rR4KQ32RHStcMxlb7kYKrjHcabrIZrrw3BBkKkZAlGVpRyhVxPouWAikRSnThbS888gDsYG4yaBYkL7esStQ6TbayTekBE5HmduWLzHqxyDILFa1h8Wald4DCq9f1qTc6x16ywMFihLdpgLF1d8LUjN3PrHfNc3r6QzVtnuX3xZo7092OkhiBfCIlbBdhKuIhhawUNGOLrGj8J2NipuGzHMjcc77BQgFaCiXbOWZ0WD9q5nW2b5tAMAEFm2xSDipX5LguFZlD0MPqEzx3SZuPWWTpTOX27xMHFb3F8+QiyaoOqJe7jfSSa4yWNC+s87roIgHyyYBHGFZzJqBY0opiZsC4s0goEGVJYpBIUunSzL4AKBxz8w2TRSKRPwOlXvQ0JcJOWxYe7/kqLgtxO0JFT3HbgDpaXl3j84x/L4cNHuO76a9l2tzki0qdIOrUAAQAASURBVE4mKPZNWJfvKV10xvVJmBylp9Cqi5UBeNtmOTh/CRc8xY/BOJNCD+S0KNC2QNgMZdvkegpJjpY9Z/a52oT5+axzN9WBUcLnsNeNghf8c2/ddCWSr6jls9BI0Ey9h6bkhiCEmzdYu4Qx3yHPNjM5uQchWkjRSnbuuvvpXhKCZQyTtYkGttnBMUPiHnLXbZv03YO/oPmOm3Noj8vHpZTyIbGzmEC5Md6raIVa7dbY34Ya52qSkn6/T6/Xi1ojIWBychKtK5c3aqKNlIb/06ZjlXb1KXmSvnjKlEQLG60Rwjlv8Zr6cKF130sBnKJ54Tqt038VWgdBdwG1ckWWKeY2TNCZaHHg1nn23XSMM87cwMxMawzgSD+vtrGmzGZTDDRO0G0tnDjeo9PJmJpq1ZvfyRrfkNI3eVZjLUpKMtmmrCpm5+bo2QEqD6FjfQO+x7Nh2LxKeL8Ia73QLagLknDa0W8iYS4CIGl8bz0IEDUDJbzGyqzW4CGg5JgCl6HdaoG0CtoGkTmbcJfbT9ShoBNGJySrhDDErh9C4LK+G8eg2YTRgRBhjfi9e7l2a1mAMGRmEmU7WDSGynfbqxSSKGBKSkww+7IO6EnjNGgC4c2KHMNTQ0DPCAdzDKzPL+QB2jCjG8yOfFSH0CcTAOTwUAt3AHdaE2zduJPDLbj98B1YK1iRPqfPcoG0gqp1jIPyNpZO3EyP5ahhilMf/HA8cI7BNcbNbWrGOHRB+tWmTsV9dy7RrSRZPsk9zriYObGRE0cXOHDT7e658uspyxTtTpu8o5jZtIFWR1LSx4iCxf4Bbj12nJXeUtS4IRTS5G4eY8U2zm+z8RZhM7ACI4qmdVXa8OHEv8njYYMvkBKIzCB9u1ttRSYBo2hJiVSCpVJQVCXaWEKwi9pcUNYatiCf8GvGGue/JqRoaHjTxlYMqAYd2lMZWms++9l/QwrFJZdcwoI4wIbpTSytLDQfPF/HGLcTF07bZuTkLnS4SsczFDCGcQwAzohR/j7U7YGkFRWVrdBIMttB2hylJ9Bi4MBQYyEGAIQXFgwLCoYARwBD4aekzyEwTAw4E+agFs+45zXRkqV11UNgQTgwpK3GVkcotAJ7lhtDclwuJK8ZS6KPhQY1nqYhANAAQ6tQ8IcSQZITyrUhz5k3AcYFX8CbbgqEC4aQaoGSyk6WTFyOWzSNdoW/kqqqWFlZafzebneQUtLr9cjznDxXo2ZwP2jy6yaYvWnt0lRkuVwTaDZICJQUSB9t1fgzRCCQql6fxrrAL5mS/8eB3Tqt0382rYOgu4KC9EwIOh3FWWdv5NDBBW65+QQ7T5tl48aJZsJSwkYe/INGN6IRaXvz7pHr+/2SxYUBu06bjfmChu+vBXfDyek8cxCZEH9QeYmREjlGV6hM0R8MXI6c4Ti8a1Bakxj627gu7tM2BvUKOS6cX8OQmVwARIlTegxw5B3Wg1laBEOmWfcwTGz4XUVmzzoeX+pomhDwm/BaIGFxPjzezCmeWwZsYGi8/1PU9FgIptlpzoqaQ0sOfv+PERWlXELazCeKbDlmxpctkShaAHSYRdvKgyWfAFIoZ/Ijcqx0eXOsFbUw1oPP2k+qjho1ytj5a4X2phYm+gbV+VBqia3FopRiy9wOztx6LhtmtvMP178fI02TsZEaDSxXmpsGt3D+RDtMFoga8MY7BIg8ZKCsQz2PBQ2pKQ31UItk2AWCqdwAy9x8+zfZteksNu3cQUduRleGpYVlpjd10AzQVtMt5lksF+l1FxkMCsqqcL5WkhjN0AJWlqhqCh3l8MlzNyQQwEqycsaDcIPTthGZ9Ho8hjuZdFe4tSeEQkpBLty6mGi1UMKSKUGnlSOFolwwyEwy0JpKVg7UB6ehCCxsDMdrtAe7/kFR1oFwIUVDA+hWT0lZVlSiz+WXX87BQwcRSBbnl+gXOedvvzfXHvgSgyLReHnt1ghZkLrtzCjzJcywRnPcdpp+juH0Rf3bamMowGKoRBeBQpkOuZnGUDnw5QUQJ1M6rE4iMv6xqcFPLCgMpXABP9KlEQLJBCFJjNToxjueLXHf1xgr0KZ0z6gtsSiQGTFDrRgGQfX+ahP7yJMBkNEuyiYPH00A3X4hXAX+uXbmblJIpKpDYp8M1Nx5qvu6srKM1s78LeRA6nQ6UTPUbuf8p5rBeRM1lwsoJFYWGG3IcvU9jHcNyFVi0hjqgARTreOfdfoRpHUQdJeTIM8lp58xx+FWxsEDi5SFZuu2KZRabTNvsuUpjWxciLGfjx/t0e5kzM2NiYYDtYnb0MEb/015Mdwha6x1EkKUU7FTUJR957OCQGZjwBvjeYJwjo7YkScbcvq747s8QxtCRxvhQEe4LVbvUQh4EzZ/XzATil0UWOm5XTsKgGpzlfrwr8c/ui+P6R0Es52YhNVHt4sATnmuxUdyi4lVYz3gEVMyHs3awtwIAUZojOi574w7OIUyXrbr7Nh13nUg20ikyZyzu5QoFG0xjRElWhQ+IpYHL6pmsGphd1gciYS7wSCJGKHO2PSaZLyERSBp5W1O37KHrXOn87ffutJF8gPSYCEO61iMsCwUXQggyFU4NCAiOs077pyYFBZhGTtdIoAeMSLhrlvgqCj67L99L4faNzPVmaGl2pi+4tDRRUrtgoS4xKM0ADfexSWxVPTJNHEaOJEw0GG847MgUKbTbInwEgyfKBTr+3oSJl4pgRKKiVZOW+UATGQZeS7IM0Wr5cLsTnZyVClQSIpSMKDCeGGJoUIYhVVB6xiY4ToHU2hsfKaEexaNdX46uWozk2/iC1/4ArOzM3Q6E8zNzjE5NYG2vWj+mfK7zX3CrcFMT6FMm37nqIuYN67Tw3soCSgT+D0gNvlkVl0eW1cYtYy0Gcq0yfW0ewblwGn6IqYax2FamsmbgqDEa3ZkMAPGa1XBkAgGwt4V9626jAA8Q98aA2dFzAWF1RhTxnZZq8EahMj9LTlgmmV48CtEHEUEgrJaYXnpIMaWKNVmduZMWq3psWMnwCd5kw3wMwyGwH2WKJSSZDKPptjpHvyDoGDOvbKyQlGUEbiHaHdV5SLLTU5OIH5gZnD1gksDXaRrU0q/n3otm640ZGpEgHryDhLnLqm5eYlwVgc/cHy5Tut0F9M6CPohICEEWabYvmOaLJMcOrhIVRl27Jwhy1Ib3CHTNlaJeEYNIuJhmwIAYHGxzxlnbUBlo7taDYBqhrs+7FZj6x0zJ6RiMChcWzNDpYsYujrdXW1yYAaGdlj6ZKlDrSZdHl93/CPC/y5PiA8q4N1tIw/YYM6FZ0qNZxyiw/hw8aLR9oYZWtBokI67wHpTssb4hmKlr996piagOmUigEjrINRVN6LuUPBpShdIcPpI3wpfr8XnhqnZMCNd1DUb8i5pl4uoBISVKNOiZac8I1JhpNca2RDe2tRtC6BIpGsp8qbN2fNjFa5Ngfbs1AY2Tm0jVzk3zR+GuTCTTbJWIKRhsd+CuZGf63kzwoUrD+Ba4pzmdfM5CMMVFa+x4bZxzTgDUmsNRTmgMgUZLTI7SWmXiCgx1E1Yl2IVp3GLUQOyquOTbSZtih/cAlCmRaV6ZB4MxdxZgRH2YdaRNlmfsRoAMpXTyXJaUtJuK3KVQR8mWm06bYVSIQSxpaMkpioQWUmrJRA9SaVLCl1RMkDpFlYOasyWmHGGz43nIlnnmco5Z8/dyGyHc/bsIW/lLC2tgAA53eea/VfRL7t1/hdTBz2p50aQ6UmUmcCoogaRNK+x0Wdp5Of0QqI+MUQz5OTmXeA0sQ64Kx+UYQKFa1Mzf1A6GaMF1/jbjWiKx521mIgmiPVOF/71e4Mvp15sYb9wANWlF/DrxRq0Kf18pREhS2q1u8sdJmRIHoszhfTX9rp3cPsdX2Vx8WacFifsRZK5ud3s2H5fpqa2jxluEc2zhU+BYL363HiLg7BPCCETDZBrlzEGg0BJor/j90NCCIqioNfrEQbVWsvU1JRPsFqSZVkdDvt7IZto030lY5dk8uVw0lNrLFWlyTMVge4p07AsIK0Hwd3vfk9+6Zd+kV/91V+8c+Wu0zr9kNM6rv8hIqUkm7dMceZZG5if73Pg1gXKcu1NNdpRj9nzIs+W7K1BmzAxkTM72xlh0Bv3Wxtfxpj6cwgJFYq2tYO5lDm9ft87nLYpq9IfkO41vLGHCDSj39fM88koYoDkhQyHhHderVnrBi/rhs/7NHhTImsFppJ1oAObjgU1GPEOpUYbr9Gw0dRESoFUgelIwYwvIzbUvRfSAY1wrEVNiWm+rAmSP+EkpsEMJpinpH4YESCRnJaeAfJAoOEf1ZA6Bh8x44COKClVlyJbQss+SOEcwe00bWaYsHN0mKMjpmmLKTLZQcqMEE1JSFlnMW/gNPddSN4nfdQiIV3Cv00zW5loT9HXzoTP2pAEcGTFOJ6ubLMmRXSTtgEHPO3odcHcJERnqzVVyZgOMbFhjQR/rbXYkTVZFQFaDrANTU9gRongTHpZVtR0BP+PuklN7Vf4LnnwMpkxmbeY7uR02hmdLGOq7cZyw+wEU1MtJiZyOu0cKQRzcy2mJ1tMdHJaKmOqndFp5eRSuUABWoFW6MTcMZpujjiKJWOHRUnF7PQc+/bt5/Nf+CInTrgAEvv27aPs+asC0xjKGjrJVDWB1A4YGlmOqSsMcQIIhltjk+co3uAHP+R8MmNvHVlLIa9Qqdzzo0xOq3LhwOOYNMoxyatmjGthxtDCivtUcq8Nr6EzRCZ7xdDuW5s+WdA6MuZhzxchv5ctsAxw+b8U1mRglS9DsrC4j703fJSFxX0koiF/r2F+/ka+892/Y37+xjGDF9riI2tK5cJ1C+lM34RCColSCiUVGIGk9oV53vN/genJCd78lrc2yvvYxz5Gu32S/WGIzj//fH7v936P5eVlrE9Ka62l3WkzMdGJ/cnzjNq2+lTJmZEb64VPwUdyNQAEY/bz5CefX67S7qy+2/l35w/+4I/uZIuoz4ExjfiBKLnWaZ1+iGgdBN0VlICLYVJKsHHTBHvO2USvX7HvpuP0eiVp0sua2W8CoJMLvSwrK870adv2aWduNw48Jcx6ZASGv/flNRkci5IZVVG59mWCQhd+Y02Zn5REA2z5YpMWk9S3Co07EMDlBjLJiSFGHZyjP0Lsp/WHkcZWwgUxSxN72hr4aG0w2jp/hyoBKeCiEykvofX3GkuSGT2JTGYEtvROp96cwpja/G1sX4WTcjqw5V7CO7MGRsmm9ySMVmDSI0NX455RoXTk8hwnbdFoOaCUyxRqiUItUqhlyqzrHM6lRUpFTpuOnSUXnch01a8AXFPQ418qvEAqyUR7CqUU7/jCJ33YYvcK4NUlqnXSdGskomyNXyN+nOt5Hl1TKS4dGW/f3rrxYZwjWvJl+rHy4aON1bhElcOD26wj5T3TKTFYKtVFVR2U7ri1EsC2ddUr03JgSQRbpqQigwsP7wFQ2r/IbgkXWaudu9f0RJt2q8Vk241lnkvaeUYnbzPRbpHnGYO+Jc8y2qpDO2ujyGlnikwphICSPsq0I1gJ8x01VL7jw0IYYRSDose3bvk6Z+zZyXnnn8tgMGBxYZ7FxSXaeYdW1na5TsIkCtPQbkmdI01OmS95nF+uPvbpPI+7ZmSR4AQI0s+S97dpACbrL7Teyb9Rh8XIgkItU8keSk+Q6ck1hVHx9riNySg4aQBxka6cMf2IwRGc1raxsfrfw7MRo8HZwKgbDBUmMPoGMDqCIWs1xgiMzlhZPsy+m//FrX3WGFqruWnfJ1lZuWPtfpMAIv+SUiGFQmUKpRSV1hhtorCp0+nwe+94O8ePnzjJqK5Rrx/woih8rjuJsYYsU0xPTTlg6K9TWe0jBC756qpka/AT5yH+9j20M3kvZcjNl/rnnQKd7IwNl62joHX6EaN1EHSXUPOwGt5XhBBMT7c555zNKCW44btHOXJ4ud7YxlIARCmj2Tx6tLbccYczq5me6ZySOcdIy4e0Q1qnGiJLK8vRFQgJg7LrHL4rFW3Xxw5D+jLNz1Hiu0av078jPygTmd/x/akjrIXPsU7lE0cG5mDMWVWPRQ1apFAOlIQAbCN9tbEuvDTZKu00UauAY9cnBxRcXgcPFny0LiGJ8z52PELfjHWO076fxloXLjqtwzNUYlxo4EaBXoppSjQDKtGnFN0IkCrVJaNDRstH3qvXpjPDk1HrU+MLEQG+FZoD899luZhnUPU5fEBideY0dWXuzKCswGqFNRJTdLj7psHqzYXIKDZ4v8YFyVCMjH/9rRi+YmR9JFJeKpRpJ2AzAVNJsUPLI15qZEWZLSF1m0xPuWhn+DVpJMJmWFUmkCJ5iJRfx34RNgQOyZpUQpD5dTXZbtNp5bF/nbzDRLvDZMf9nZ2cZHIyZ2oqo51LWlnG5ETm87RIpBBoCqTJGn2O2r4owHEdFyF8thFOyGA1tx25lW9+9yvc536XsmvXaWzZspWHPvQhTLZmuHDHfdm+8XRsTHBaz4HwJmdV5kJUC5Nh5KlE6nJMv2hID8ZfFcFyAERaQCWb962BR8IFlXDCBGkyMj2FQNYgpCE0qMX/dS6xFJAPR7t0uX0au2MAZo2FRi2dSUHc2IaHdeOAjbUuuEmQ7EQwRMVtt38Fa4Zyf602ClZz+x1fXmugIrl0A06rLLxAy/ruKqWcGZyPJPfghzyMbdu285a3vnXNMj/60Y9yr3vdi5mZGc4//3ze8Y53xLoe8YhHsH//fl7+8pdz2mmnsXPnTgSC6ekZpCQmEFUqY6IzxZ/8yXt40pOeyuZNO3nzm38XsPzjP/4TD7j/g9gwt40LL7iEN7zhTRTVwAEoC1OTm3nPe/6MJzz+KWzedBoXX3QZH/37jzfaeO211/NTP/l4Nm88jTNOO5df/ZUXsby8HH//+Z//FZ76s8/grW95G+fsuYh7X3Y/HvNTj+WWW27lt37rpUx05pjozMXrv/D5L/ITD/9JNm7YzrnnXMSLX/RbLK8sx8m64/Bhnvykp7F5804uuuiefPCDH0om4ZSmap3W6b8MrYOgH2LqdDJ279nMjp0z3H7bEt++/jB33L5Ev1diTHqsDB+Y7jsSZsNimT/Ro9dzEqrUprxhIkN9T8O8bIgi45+CFOFClRZFicok/dLZ8aNMTF44WtDQa8z3IyYpQ7TWvhylpcPmJo2bBBiJrVzo6qDRscb6fD848x6ThKQ2XgMUr/VSQa/RCKG7Y11pfYGpMSIJ7U0dJW3o0sD4yAh0wtxSgx/pAh1ELdDw+DUGNIxH04wymNrFJiJYLapfvM0GcFVr9MK60BRo2adlJ8lsEvo9rClpfUbyet0KSa0RkoKVcoEPX/dldnUqSjuBWdhC0Z/CCoMxCqMzLAJb5WQrM2ydy1dZCaGt9YJOtZzucz0Ya5/1yXUR4TbrcGaVDgiV9FC6NabU5sPV+NU2rsLI0gEhq2iXm2hVc+TVDFk5jQ1+JzZz2qB0ckIIdBsY3Rqwh/4LBEo48JIr5f5mihAJrJW1aLdc6N8sk7TbLSbbE7RUC6UUrVwhbIa0iky4YAnGWHTlfK2EUQgrPUjzUG2cetcSpevgHN+PHDnMvn03c9NNN/Hxj3+c//UPn2RlXjPRmnHAQ9XO+cIqsmrS5UkSJfjoYSFEdQoAU8FNMIlLsMYpUdwblR/nRJPSmMZhcEzt/2FERZEtAtYB3FNw0633iOAdF/y8whlgona0ibSTMszoy42/HXv9MBm0B/hem+HBUDGYZ3Hxhrqc4W0neQVaWNhHUSwPVzGWnJDEaYNAYKxB+4SvUgmM1g6MK8XLXvlq3v3Hf8RN+28ZW9bXvvY1nv70p/OUpzyFr371q7ziFa/gta99LX/1V3+FEIL3v//97Nq1i5e85CVcffXVfP3rX2dycpI8VxhbobVbq1nunpM3vvGtPPZxj+Gqr3yOZz7z6Xzuc5/n+c97Ab/8Ky/gq1//Iu/8w7fx1+/7AG99y9sb7Xj969/M45/wM3zpys/y1Kc+mWc98/l8+9vfAWBlZYXHP/bJbNywgc99/lO872/+nM98+t948Yv+Z6OMz3723/nud2/gH//X3/Phj3yA93/wvZx22i5e8YqXcdO+73DTvu+Atdx44008/vFP5glPeCxXffkLvO99f84Xv/QlXvSilxAm7AW/8MscOHCQT3zy4/z137yXP/3TP+PIEZeE+gcVbGKd1umHhdYDI9wVFDfxUYAxvMnkuWL7jhk2bpzk2LEVjh5Z4bZDi0zPtNm8eZKZ2U50WB4pI5xD1tLrltx2aJHNm6dYOOEjvaQMcGBgrc8JI8QIQ55eC6CNqQGD9Q7eVjIYDOh0Jij08eQmxlvDnSIN47U7dae03vG9PuAbfKLx/i8hQhw+KpxnIiw+2Wola22NqRl/45PUCVwyPSfRNd4RnVojFysVPjElrGbCUpu+eAn10LoQQHAOtl6DEsEPgcF1mdpdzofA3Q0jwUTP5hmVaOGVOS2Ry9jeBLFDUM19Z0QsxPpvK9HHSkOmJ7FART/+GJLIOv8m6/2Tgv+BIUS4+sZtJadNz5DPKk4sTpH1JpBZRWdmnrzdRxYzVMsZO+eGgHZohB3+ktHrwGm+7EnkQn6sV7UKCQkwwyNoQVO5uYgR04aCAhCX2kjzAnNrLUibI5BU+bKLwIary2k6LMpmLnJfQ5hg/f224b/izOBqjbHy5mXB1EoKwcREm56/pSgM7bYLwaskWCtp5S0mJw1FadEGKqPoFy4/lrCavllGGE2mMtcGI9xzmJiBAs6M0XpNitWxkaUu2LptC7u2nkm3v8L1132LickOrY19btx/iw86UpPSHYwsYx4gqZX389OsOmE2BEdw4yxsMN5LJmANAYy/zZUxzuQxrMGRm+oLLJZSdclMh7yaosxWQJikAP9uZB37OUT46wV1mGqisCQFTY02jelXDP6CHd/u+lAh+voIi8VFc1tavIUQIjv8LkKHxwFEAdYaFhdvZfPmi1gzeXFsI4ToLtaa4LVY1+QFRj/9M4/j4ntcwutf93re8573jJTz+7//+zzsYQ/jZS97GeD8f771rW/x9re/nWc961m0Wi2klExPT7NlyxYH/ic7GFu657B06yzzUVyf8pQn8cxn/rdY/i/+4v/gxb/56/y3ZzwNgN27z+aVr34pr3jZa3jZy38rju8VVzyOZz/nvwPwqle/jE9/+rO8+4//lN/7/f+HD/3tRxgMBvzpn/0RU1NTXMSFvO0db+Fnn/R0Xv+GV7N9+zYAJqem+KM//n1aeSuOrVKKqakptm7dipJOy/i7b307T33qk/nVX/1lAM495xze9v+8hUc96qd55++/nVtuvZX//b8/xb/9+6e492WXgRC8613v5N73vv+qAtF1Wqf/yrQOgn7IKRxgeUuxY+cMW7ZMsbJScPx4j/3755mczDn9jDkmJ8f4QvgDsN+v2L//BO22YsuWKRZO9KnDLIMxmkFVoLUzdVBSkqtxSVtragYE8NUJixCKsqyYmppiXvcdY2AkNvteAMydoxEWX0QeMDIpQXI/xBa46FIWLzWnDhjgw4NbiMDGGlmbExlFjIzkgxsIFcSqIobxjcws1MyfdOL4plZvTL+C2csQfgkQJpSNDQx6kPQneY9ikIah0LupqDqY6VEz5SKzWO00QtHfZXjQQ1+jiZUvxxeiRYFVTtLtmJZ+DdqSiHbWJ2sM7bbA7d2Msmpz+7JlMtN0sVSFxBY5g+Wt9I8a2pOaTdtXuHhX2rUEhXgGLPqkDFHsr7TRt9nGL+MkgE3GOmE268kJyDXNk+QCbegQNlpWBG3DWN54lYdEIMmqCUrVxcqS6LgcqrTuGit0AwzX0eECME4Bl/VJS13SRCGIvjbCm7YBZJnAWOgXhnYu0ZWllYOxklaeoY3zlxA4TZFUFql88sUwHkGDmZloRkRI2AtghANz0f/OJdBdWFhk73XfoDcY0Mpzztizi2sOfJ5usYykjpwpTIYwOTpfqr8LoDCd6DjqYdMaks6I+kGLYHdYWJQ8A6l2Mz4eJ9voxgAli6GSPTCQ6Um06MYQ6WtTaMuwIMw1Jux/DuyJuABiN61tPtFjgdEatYdn3s9xZQahQ/Hm0SFJB9S9r6qijpAZme1T2Bd9PgRjDVo4IZQ1LoBBpiSvevXreOLjf5pf+/UXjtz/7W9/m8c+9rGN7x74wAfyB3/wBywuLjb8egKgsMGPRyiqSqOUis/7ZZfdq1HWtddcx3986Sp+9y3viN9pren3+3S7XSYnJwG43/3u27jv8vvdl2u+ea1v43e5xz3uztTUVPz9AQ+4H8YY9u69IYKgiy++kFarlQyZeyMlXkhnkFJwzTXXcu211/G3f/vhWF4wbb/55v3s3XsDWZZx6b3uFX7kvPPOY8OGObdX/Kef4uu0Tv9naR0E3QV0ZyUqqQRQZYKZ2TYzs216vYrbDi5y803H2X3OZiYn86H7LL1eyS375xFScMaZG8l8SOwAgipT0Rv06ZU9Kl0hhCBXOVMtQTtvjdUI2Xi/0wIJbwaHsCjZQmuNkJZu0Y39xXjtCneu7+FA9Gfj6peN+bHpW+FMlNzZnzALVmFlzWyk8MimhViIiWql/96CMCEMnfdxUSmD7I5/G5hNG4qzzoQmMqd2pK0RvPgxGObdXOWB2QgMf8Lke47XWgdYVeoikI4RIXRDwvgHvsYDFCE9EJIWx3Qk4zQEfNLxCk2yFgwlVnTJzSQGQyVcxK66j74/Q8z9DfOzgDN72TRh6JSGBaG8G4Nkw1kV580tsnVDwlA3EG6CHuP3Y4BQRH2jvzXxp23OQXMwCZxwQyNnDJUoaJtJjC3q+u/Ec6B025kAymKoL0kjwxsbO+Qu8eZOJgG5Mqk8EyqaWSqpovzeeCc3KQRZJugXlqKwFAOLzAS6gKJQWCMw2pJlLseQQLjAILLEaokx+LDkIg6fY85thDFWeWf9OIWGfrnCrcdv4MyLtzPJJpYXu/T7ywx6AyQqMYOTZNUkRvVr4GBB2gytBqMCBPyzHIBgCJOd4pmwxsfcG8ZwBCN7bebJmPdxFALfaNVH6ClUNUnV0AitQXGvGLN2AyBuyFHs8O11O/w/qdntSduOjZUoOcRSRK1QqMu3okbiAKjMCfGMceeTDAmRT6YZEmGrG4qiB7RzyY8/6EE87OGP4LWvfhXPeuYzT9qXsB/1ej0HcDxNTU2ilEsgK5DoygEvhSIERJiammyUtby8wstf8T95/BN+ZqSeTqdz0racEvkuT01OrrrslBJo7cZkZWWF5z3v2fzSL79g5LozzjidvXtvaBYfz6w7tV2t0zr9l6F1EPRDSCnoGHWUFxFETU3lnHn2Bm65eZ79+06w57xNZMqZYlmg1624df88KpOcddZG2u0MbUwstyhLukWX5f4K/XJAWZVIKZlsT5BJRZ5ljqlJgFBgYELeBrz0TcjMa1ukk/SqknIwSCR6wpnCSFPv1aewqwbflFPdgUcuE8GB3EdPCz4v4efg/B9Of9+3hJ8lPVxHTVKozceEk7w12A0TdDUeJFmBlTome9TaeHPCpL9JGUKI5uEm6uvqpiWmKaFl0e8BH9Z2SGLdKCztUhjrRIosHS9mU1OviAUEERLFsU1MjBJRuqZACEHLTpKH9norxUKsYIVBG2fChw+YsNhvA5ZCK070LXNtw/bcMbr9yqKtZEG3uedsVc+XjbCOsPZSBnAk91Q6jrHd1IxjuDlylPWEpL+7ro5yIsZYZwYXIySOAWFDn0XygzRtlO5QqKXGxXF+qIGmMh1Q9ZoJ68zY0ToD86ykezlTTtCVpaRCaxdkots3SOkTMgKV0WRG0m4LMmUZlC0GZUmhS0KSYClACokW2ufxGepbQxAkEUK7ZyMZicoOWOkuYTdvwVpDv9djcqOknU8gBspdqw3S5hhZOF+guCqVWwdC+/XoBy4ZhmjCC/HfYeY8jlN8L2oefmQ8bdxvvhezIbeyjAsoYibJq2nKbGnk2R7ed8J3q2oRRX2muPfJJiIaA+K7L5x/YFKeGHk3uo6ttUxN7hz9rUZWRM11eA4ECCGZnTkDIS0C60C1kUhlxo9zs3e+CuvOtphfzZJJQTtXvPI1r+NhD3oA551/fuPOCy64gC9+8Yvxs5SSz3/+8+zZswel3LmX5zlCCtrtNsYMcOevoiyLRCsyHn3c616XsHfvDZxzzp41e/Dlq77C0//bUxuf73nPe4CFC+52Pn/z1x9gZXmFqWmnDfrSF69ESsl55567xqgIWq0crV2kVumB0D3veQnf+vZ3Vm3T+Xc7j6qq+Po3vsG9L7sMYyw33HAD8/MLoeB1WqcfKVoPjHAX0Gjkn/GUSmGG7w+7UaulOO2MWcpSc+DW48x3FzmxvMiBg8e54btH6XRyzj57E+12FqVmAGVVstxfYaG7yGJvifmVeW45doATKyfoFT1nHmd0o32hPbXUzeUlUEr6MM2SsizcT5mk0iHLvQVpnJlYiOjkfiAguobkMYAK709zigLJBKA1GUSMqPPihCqTA6zuoqjLaeQ3aZbZnLJETGZlEogh8Ms+n0glMRXO7M4HVdDaYCozFGABx7T6vEBaO/OhEIo7XGtcAvcYoMFoMFpgjDN/iD4goY02ba7vZ1xcw4zNmEWnLGPzz6T3Bx+ERpluUkIkqZI+A7FEKXpU/mVUSUfMkMtODPUtI7qo/Rx6ZcYdyznH+4r5gWJxoJjvZ+TZcHtH86s0FtZalPRpLGuzVhGiKSRIn18TPdBXuTlZYw3+2+bODC5bqfMANYc2TpkWLkmx0j5/Sagy1c7FNSkdONEucmNVWsrCUhaGojCUlaEo60hgmfKhsluSdp7TbksyBVnuIxUKcNa00rG5MRy7D8QQGuCfcweS/HXeiX94K7Rozth0HrffsMxNe29GKslUZyMX7L6EPbvPJe+4tmvRR8s+NnlQpXFCmaZJ2TDTT9Rm16C5efnwXAtYde8W+H0mgozR+xvzMO4n6/pdyZ4Tm5iQ10YwvIYbkUBPsqzdNa7iOtx0Enaa4FvkGhgCrsSqT5GyfIqZmTMYazobtNNQ/25hbnY3rdYUzpw6RKW03udy7crrXdz6IAkal9vMfc6U4F6X3IMn/exTec+7mzlzXvjCF/KZz3yGN73pTezdu5f3vve9vPvd7+YFL3gBQgiMMZx55plcdeVVHDhwC0ePHiMEZKiqiizLYrfG0W+/7CW8/2/+lje98a1cf/23+fa3v8Pffejvee1r3ti47qMf/Th/9d6/Ye/eG3j963+Hr3zla7zgF58PwFOf9mTa7Ta/8PO/wnXXfot/++zn+M3f+G1+7ulPiaZwq9GZZ53JF77wJQ4eOsjxY8cRAl74wl/jyv+4ihe/6CVcffU13HDDjfyvf/wEL37RSxAIzj//PB75yJ/g1/7Hi7nyyi/zjW98g//xP36diYmJNetap3X6r0rrIOiHiILpUp2c9OSZ+CqtsaJidqvk9sNLHDp0nP37j3Hw4ALTmwTbT5sgb8mEMXf3Lg1WWOgtsNhbYrG7xG0nDnNieZ75lUWKqqTSJZWumlqoRPBlrTOpkVKhMkGmFJnKGZQlFmi3OlTamTxF8zNBgwkJh7cUzffp5zuhBIojk46Y8PUQND5juAU7/FMSMjZN4yBCYf5CETQZbiSQ0gM848I2Y70GwjgJr5XG5xdykbNMZUj4ttiDYGcfvjcJKHKvpG0mifYVE9qGOm3sX81ci3qQhtfXKnaH8aNPVmqDjVsy6vV8NYFsjUMcU+J8grSLHCcKjCypZI9S9eiIaXLRjrmDVCaYyg3Oj8mEmuiVGStFRmkkSmku21YMTfYqnOcazOfI1XqYwR0aE1EziSL8E/g6Y+v8UsHU0TbdxE91UYdwz0aGXDejHQigy2Ao5QpKT7jw1KEiK9269GsS65h1IZ3vTkiymCn3fZZblBLRzEebMs5dpTWVKdFhHWtLUVYUpcZoS1FV7lpsjNqFpZFHMoZ3jolOx+wxAqwwLPaOce6FZ7Ewv8At+2/l3z/9Bb70qavZ0j6LublZKtXFZAO3lI3vpxVI0/IR4vxzkAL2kfXt7mkA0Khiq8fY/V09ylxovhhOZCrStymCpQb6jQn1QEj0ULqDsMlcJq/VmO9GxaJ5T202l3Z2CLKIVIyx+npdTaywdfM9kTHc95hG2hoGCSnZvu0ygi9gqF9K6/eZtXuYnCaAC1vttjaDNhVYQytXvPwVr4y+aP3S/b300kt5//vfz4c+9CEuvfRSXvOa1/Cbv/mb/NzP/RzWWqSUvPa1r2X//v1ceOHdOf303QihqConmHIJUlenRz7y4Xz47z/Av37qMzz4xx/Bwx7yaP7wD/6YM888o3Hdy1/+P/nwhz/K/S9/CB94/4f4i/e+hwsvvACAyclJPvbxD3P8xAke/KBH8Iz/9hwe+tAH8/a3v2XtgQFe+crfZv8tt3KPu9+Hs846F6UkF198MZ/85D+y94YbedQjH8MDH/AQXv+GN7Fz585437vf/S527NjBYx7zOJ7xjGfx3Oc9m61bt5y0vnVap/+KtG4OdxfT8EFmGyfx6vdoU1FUJf2yT6/oU9CHrOL2WwxyomDDtoxsMmdQ9cgzRa5aWIzT1ABL3WVWBiss9Zc5tnSc7qCLBXpFn0E5YFCVFLqgY9vRzjsFRIGHUd6x2hiDlsKFxbXQbrUTB2iIh/YQ4AgMpEivo/58ZwDQWPI5goRcRWIXeIJo6kSU5offUwY/ucx1RVqEFoB0zJyyXhvkA+FaB4BAuKAK1jGOQVszTvPgmuR+iwx2bExgxHAS9MBoWFtHZxtaPxG72lCLbf6SDnbyvsma+cYECX/KkA8VM8z7pKZ5UAMIkVSmRYGQlsy0CZoBqSSX7JJ8cb90fZO6BnTCGTLdbVOPdksmeCtpJ2lDLGmQi5OtKyHDGDexXOxAfO+DOGi/NiLD7TVxXv5gArgNNZ+kERYQViCtpJIl0YG/0ZhkHv20alECK2TVNFosOmAc/K2Ujm2WflFbodFGU2pBvyipjGay3aI7sLQzp1HqDwZIaVHG+UgM+gIhKiyWShvKqqSqNFq7lzGWyjhBjpNsWIRVoAVC+iAJIUiJtG5JpcFBBP4ZMvQHXcqiZFAUSCG54MILmNs2wfHqFuZXjsauB02l1RJRZY5ZbXUb8xELD3+G1qjwY+PAAgSTreEt2TK8Fw6DGBEetrE07Fwezd3iA4ITGogCywTKdFzQhAi1mktwXA2Nuhq4y5ucBYFIAG9izLIaJw1Z5WhKr5yc2MoZpz+MWw98BoNx5q3D4NM6AHTm6Y+gM+HMHQNgC0MvRA2ETiVqXOjfO//oHUibUekSASiZc/65e7j96AkqbSkqTSZdXqwrrriCJz3pSRRlweLCYgS01lqmp6f4sR97IF/+8pW++U5jVlXOrFdlLggQWFZ6x8a255GPfDiPfOTD12zzzp07+Md//Egyu2Ge3IDd/e4X8clPfmzV+9/znnc1v/DzdPnl9+XKK/+9fgYEqExy6aWX8vGP/b0T2sX6nMms0ZYtW7bydx/+oDvb/TVPf/rTEBDN6ddpnX5UaB0E/RBQkJitlY05MJHGaAd+qj79sk+3GNDrDVg6blha7LOsjgB9VLmF1sA5OiuRQVtS6ZLFwTIwyfJgieNLxzm2eJzS1Lb8RTmgO+gx1Zmk8CZxSrnkjCJIs72jiBAG5f0PrAQlVZTyCSnQRhMZikBGIIbMl4bP8+8b+KQUnZXXIH9oBIl6etan7ETkNQNDbzyyMgqRmTqTvNeGuLgFrqQQAS6a3yTanibQgQRljEOJQ9e4coyBqAKKt4QyVuFeotYmYb4aDP6YaqWtoxiPAz/xjY2MeW0aFhiuoRt9YVqWIAXSZAgBnWySR114N3rdo3zj8ALahvXljK5Ony24+84imodGj5LQbhtQXXJwD/vkDA9L2pkhIOyGPDCr7ovoY5Ew2hFE++kQPpCGEdqFGx8e0yEKpbtrHYAJflbCX5GOtVPoeRM3YTCmRIiSjAkKtRx46rqLyTwbYym0i1hnjEWVgqoySAm2LekARaWhVyClwCIYDDSllVFj3S8KKi+B18YDVeOYyVoRYet1HjoYTFTt6FQ4RtgyN72Jqid40IMezLatW1laXuSGY9/g2we/4phjqxKgahAKMt1GixKrA/NtG3M5PNhhzQTz1aiBljjwvQYAWpXu5CYWxyrcbiXStpA2Q5UzCJVh5AAtBjEH2bAZb9rQ1cysg3+USK4P4LwW8MQHKG3gnaLZmbPZffbPcOTY1Swt3dIEokIyO3MW27ZeyuTkdgiaNGM8+JUO9EgwWiYgarQRbp34oDMeyblUD5qqIpr8KaloZwpjNMZaBpUhUwopJdpolpeWMT6qnDWWTqfDxMQExuhoLhgWsDEG6ZMCj7TlJOMyhANHabV1emcpaUzYOywGKSRk0vmiIpF+zoMGzeVYkrVp+g+oOeu0Tj+stA6C7gIaDXZQMymrHbCVduBn4DU//WpAf1CwslSxcsKwMlihmx3FqAFWW44tHqOdtVBSkSmFFZaiKljuORB0YukERxaPUunKRXISQeppWewuMTc1S1FVFLokz1qE3EESGw8bJZxk2BjrnO+FcNoOrDN5sk5KFskIJ7FNKZVSpkzn9zy6Q5Ru5GkC06ROG5ikcUM/dGo5sxsBWmJx9udSWR8cotZuJDJWAtqx0ARAtfAzMtpiFBGtMhgiNL6WVA9FkopYYyxDVDN7d4oEPlqcBB+OGRgauwAGApNFrfVqzHeaL6dmdIQElSlO37aHvJzhQZsHXH72Nv7tlps5srhMO9Ocs7nHjllTAyAB0ewylcIHpg7nW2QFTR+x0KmhTtjQx2w15+zAOIradE4aFzkgAX/EjwIrjMvlw2C1oW2AG2EzfESKCGptGtXBgtUBAIOl8tEaoaRP204HuXpzDQzNga40fWMohEAKSVsbJvIMSUkHF9Z3YHUEU/2BQfuQ6MZaykr7+nWUpJswEMH8zkisD2jhwnLXayM8C03tq5vTftHn/LO2sX/fAb7+9a+zdesWss1JvP2UMRa4UNlCUCqf4ciI+EwFYZNIUoalgzGyFmHkGQlagnhPMq6Bz49NG7NwUml/+m3aGmEVuZ5CoLxvkHMAlCZD2hZGli7qHUHIFPbupMRhgcNw3Y3l4PZzYwPoq9ftWmz90OM8QpOTWzlr8hGU5Qory7ehbYmSOdPTp5Hn075tZqjdJH1ye/bJgiS458JpFxHCBQERBmOgqoK3kzPZbmWSfqnJVT1uK8srVFWFlC6oT5a5cNgmCjtEYzJdCH/RaMFqMztuzMIdq3Tm+6cxDQkiIos7q6x1Ee5sCI2vPKhbBz7r9H8ZrYOgu4CiSY/71NASDJMxhlKX9AoXxrpf9OkNSnrLmu6iodcv6HKMIl/GWu9sjKCoSo4uHXOaIKXQxjCoClYGK+TAsaUTPiS2jKZJwRSvO+jSHfSYbk9RliUmN2Qyi8xJaGttww0uF4qsZe5R8uclqV7CKhIvtPSS9Lux0btOkYYZj8BY1ulAfJt9KFaEjWZqtUWOGAOYfAHRv72qzf38dTKYy2Gbh6a3WovzHoZN4Myl1rJtSYCMk9QmPiahrKEEnaHsYVOYmkLiojsjdmyIFv1HnyMJvJbCg7sI0KiT6XqLwFrabOPB7Ip076WX3G6d28XG1k5u33+CDZtmURv63Fsfp9w+iG0QEdwkvRDJuorNFvGvkKGN1BLmlFIUogxogc1s8yrPPAVQ4L4yocu1+V/QAnkyVGDH5PPyRca170maFjqExB5unxHYCp+rK+Trcm0KZi42ScS7Zs4va7HaJ6dFY/w8KG+WWGmD8GvdeF8nbwWEsS54R1Vp5ysRGGibat/AKgeihtuR+tUEUB95MWGZnpripptu5vprv8XU1BRbtmyhaB9HCoW2GmHc2g+CDKXbLi8VNUCPe5Z2QUqkABsCfTSGtpnENpqI1bHt61/TvSF97qwYFfSclNzIC6vIbAdlWxhRUcoVByiFJjNtSrWCQJKZCVQ1i1F9jBo0ymk2bhwKG214UCCnAhqgNlFcoztjt+qhL/J8io0bzkcgMcIn+Q1WBXEPcBuEMRYpaztSIet5Q64SAS8BQBbp926LEQa0iw4ohCQTglbmys2VE1p1V7r0+31CBFQhBFNT0xEQjQ2AIYaG8XugcPtK99jQN2EI003teyx8iGKMTP+sqUw6S47GNcm79Kfvs7/rtE4/rLQOgu4SGqcJso332mgqXdGvBgzKgQNB/YKV5YregqXb79EXCxRqGSv9Rm/cARBkPku9ZdpZi1wpqqqiqApOLC+wDWfb60Li1iAI4aLxaGtY7q0wOzHDoCqodEWmMqdKT9pYMy8AqRbES8YiuPPsqqyTYN4p/vsUaVVJYdRc+MO2PudrU61oTkbk90XCU1if0d5a67LQD/kwkBxatfWNZ24Sxr++RzQ/2+EehDEUkZEeOYc8j+v4+5rZDYzFsO9BLdWEcaYla1JsbmBdhGMifZJZoSUuKpNTS6R5pGKEMku0MXcl1UDOSSPdGpyenOaMTedx4uAy1hrUpOaWY9+l1MH0rV4843n7MBdhPocZb5wQXdb9qedw6FphnYJtjRAyjTUd1oj/SwgtjgMGIiQIHdNuURfhku5alQRECHU4zZP1QQcMJgZTafQdd42xdsRsJ4BR1ya3YEVSidaGoqrIZQYZ9AaDOJbWWowWiCoEqvAmdWVJUVYuoqHVEaSKIbA9KkWvy43rMvgrYTl4x62cu/t8HveEn+Ho4eP0ej2mZ+doZW16Rbdmwi0Iq5wviOwlA5Y863ineSGgCuvXNgIz1L5B9YzEQA5Jk+u39dgFQBbzhMWLUpQ09Ne6uVamg7Qt8ODHJFHtjKiwtJEmR6s+RaZRNiczEwibobNuMqdDGqFkJ6r7mA6/TQBQmI7hfelO0BhEJKyI674p+KiBv/smTTIMAgU4UGSMrJn4cVUKWWuWPaCxgBGayoDQDsxkMqedSaSUlEVJt9tNumqZmpqi1W5htBkBP2mNIQ3FD5LEmHf/GRR8VJUcPiHG70uBjLVU5bpP0Dr9aNE6CLorKFEHjJpnWQZlQa/sOfBTDuj1B/SWDCsLhv5gQF/MM8iXsKKKTG8EMtYlBQ1hX0+sLJCrnMn2BMv9FY4vL7BtOjDLdWjUeFQKt8F3B10G5YCiKiiqgnbedglRcYetidoTz4B5B3HPuteS4GAOk/gBCf/1OD48xROnTMNn4/iz0n8nffTkmumL4alTdBQohml1ACraT8eDOi3bfyfqyE2N4uppHzLf8kDR1uZOQnoGwfjrhMu7EqSmgSFGutwYwiYAVDSZnmhiF1UmNv3h1Bmd5Iy0yjH4joEUrqEaH4jCjaMxNRiIDIqBkCFzWNNmraCVt9iz4yK6xy2DfsGmrRs4eOw7LOvFGtuswpzYtMzIYSX9iwyodeaM/vkJN7vp8RcbG/27rFllsSZlOkNRnZg6hudCxIbVTFxk3UcEAqEPyuRYb1JmLbVfmyWGWQ/3xrXg/zg84czv6jqa4MMG7rPBn7t+Ggyl0Qy0gQz6RYWx2vmC+fUpZf2saGMptGagNaWpqIxrd9OvwOI0caKun7hUhoa0vq/SFaLK+MqXv8b+m29h44YNnJ/vYW5yE71ipVGA1DkGHfvdoBSgAkL5z8aDF4nTNITZCSaIQozD0U0gZJO+yuHehItF8611PVWmRWY7GGuo5EqtKWkMiMbIEkmOpg9YH1WxIqumXRAM1XfR8MRQvb6ecXtqqn2LrR7aO062F4uRN/UHEX3yiHPiwJAHox5whrPA4jSPNrbZCw0ETrvj52lskASvsQnh2UUEQt4024DU7qzLsxbGGJaXEz8ga2m320xOTDQFXGNISonWeqzlxvdO/7nAZ5icwGmo/nFN8Pt4pTVaW+x6YIR1+hGjdRB0F1BqSpbuo8YY+uWAlcEKK4MuvX7JykJFd9HQLVboiQV03nW5L4Q7UGrbaUBZbCWI+WqMoSoN8ytLFGXF/PIiJgSI0pk7pKJvhK15dCvoFy5AwnRnwKAaMGkmUZlq7JN1xC9/mAamMTB/ngEM+SmGZV2RAYzM7fc6oENvtQMV7jD0TI9MstELQNdSx5DLJO0XCM94Chz4SbQbCZgJhzlaMGxeg8VJ7bX/myIjYTyT4EEP1gMad0FsjcSZcAkPNAygpdNuSeP9KxzDESW5wXRHuHUgZADJDaR2p4d5BFuKAEisi2KNAxd4DYTRFquTtY4FKZ3yaIzEWAnBjo1nkpdzHD12lK07NzKQ8/SLrou6d6dbnFLS8uANbIN2MFDdMOuBjBs/YqLfESYTEMr326OYkOeJgIFSDnMVxGlD9R6gC507DYAJ9+EZbOsAUJjn4UEJIDpI3K0b9zVNLpMqQsJSbTSDqoA2LBclRmunUfJAIaRhclprQ1lpysppr40licYoYnopmfBZJn0WAsoYliwImJjo0F0omJ6a5uyzzubEieMcuvUOJrZP+wtFBNjC5Gg5SJ8eX8WQVjTsOd75PkT2E0miYPB7SACf3nw2ffbricMDiRAqPgDcMQgvdk2Sa5f8spI9KgrqMPDpIPh3woDJGt9bDGW2hDJtsnISBGjVQ8sBq1Y8TmIkVlmZp/rADSEh96+L2GhEnVOuvqoGQgGoOZ8ex2Rb6fbc2ixaesGbbO5hw00QPoiCSAVXuHDZgBAlUjoJzPLyMmVZRgCUZRnT01P1czWGAth1PjWpxu0HCYaanQrr9tQ8ju4MBfX2mOcCorCv8nnspBTkWdgM12mdfnRoHQTdBWQtI35AFsugHLDUX2ap22P++ICVeU2v6NIT85R2AFnhnXqlP6tFFKOlJvgit/4Acn4D3V6fftHHYpA+wZtQIVSqxVQiMflw32mrWe6tsGF6LobiRkCu3EEcAIExwSnadSwwAFLIyNfU0YhWH4/VBFF1p8LFJ7nGgjXSgx7PEKa5ibTCCuMT8gGVwurKa3xCBcJH5jJYoUdB61AbovmTFtjKaTQCE+3M56zzE0gYY7zE0kYmgZMMgL9KWoRRTkOU+1DSwufkMEQNXJDqx3mthbKrDu3qLHr4rb4iWqXFeQtg3DkkWw+Agk9Q8GmKGoxoQ0YEGhtmtrBr9lwO3XSUmbkpmOyy/8C3sTpHKMGq2pi0nQ3Q0Ri5Zn+Dr4FNTDQr6UylwIcb91og5UG0ls5PKBmwOqZGmvOpZpAaTvRWjmop4rODZ7gtQhmEEWhVOXO8WJ9NtJg20VLY2hyS4MPQnM3h53PNMfSsZuWynzIoC7eupBlJLYVf59oYtGdApUz6ZJPrmrxw1JoJvC9jYLCSNvaKFTbs3MDc9EYWlxYRAs694Gyuuf1zHgQaH1E9RyCx0mlSxjKygan0IexjHq+gGbT4pM4OADkzSB+9JAhJ/NBaUwMrayxWBn+2ep0GQNmYCuEBUDWDFZpKdX1bTH3N8BKRxH2eZG7D3GvZR8sB0rbI9AQgMMNg0IJAIXUrzosQ0kERazBUzqzamxRaLBltD1jk2AdLJP+EPaC2RrAJAKobEYfBKvB7q9tLbAMIIZ21gQw+k8L11WjhclutYkYgPAAKz4Dbf13UQiklWZbT6/UYDAb++Ql+QFPRD4j4DI0nFyXRJuOx1s55J0nUYxna4dayXvO2Zhn+70mbFKUB9TfWpXCoKo01TmPUaimXxJr1ENnr9KNH6yDoLiBLU6tgMfTLPkv9FRaXepw4rFnqdlkxRyn9ISkULgGnCY7P/nCNDvyilhR7EtIdGNYf5sEADhxDhrc7t9LEULDWSMcUSEt30Kc36NPOXL6NibJgstUhz1tIIb1DtQ098hLZKNqt/Ymlb9/YsfBttate0rxwrUs8EIjJCgXxoLLgtDXC+DFzlRlZYbXxZkRuLN35Wdt8RwC0yv4vrHRaOAwmRAoT3l8jNoy6TaFdwpy8XwJ3MAYsI0Q0LRRWeW2Q548DQ+41BFJIhBI++3sob2iQ07P8VCkwkGEdBjTgtW5Wg/G5kIJGJGgJjQVhar+LwGy0WxPs3n4hxw4tIqRgdluHvYe/Sr/q0mLG+cfYktWDPSRfB2lm+Ce9PnwpcNyl9dJQn4coMlfCRMm+rSRWWgeEjHCanwCcpHCAz+AAcHQuH/Z8GJK6Js1xPI4D6yFwg2eBiMyuvzguJVH/lcIt7fA51hI0mcIx+qk/1viBqz+H+iCYf9rah6rJW/s8RJ45FMIniaX2h5KOsUyd7hvVidW8PWBlsMig7LH3xmMcO3KcwWDA7YcmmZncwO0ccANiFJIWRpTYgCBWK1AM/bUQTAClH7NouCjTYB9DACAyp9YDBcBrOGLRAXQla9ACyrSxwrhAB8lAr7YFulkMZmH1FaLRF5dXqBSarJoGLFoWUVghrCIrZ6gYoK1LIiuFS3YtUCjjAI/15QgEijxWJK0a6r9X9fmzx5lf+nNgBPyQfA5CEOOBUIh+6Mc5Ss58oARrkRiv1fa+nZYkXPzwSCWDkwBwIQTtfIKq0AwGAzqdDpXPbzU1NUWrlWNMxVrOf7XVhTMjNycxmzsVqgUWNYwMQLfWAlXfdz3jKJqx+5oBqspZj6hMkOUh4uk6rdOPLq2DoLuAUtOqymh6ZZ+V/goLCwOO31GyMDhKTx3DKI1QxMSG0dHYazHCeREkae7Luh4XBQl/qPtDNG6syb+ppgMcR2UEAwYcXzqBsZrJckAv79FvTzLRmqCdtZComF8gcm6Njob2eSZoqIEpY+F409Uc3cfQOGmX48hqkx1/nbH43DYO3DUk1KEsE8bUDWjQCtUS/TFtsCBRXpPhQoGFHB4Y7y/l+YHInHpQA17yaexo2fFab8bmpevpgSmU07iseUR5pmktAMRQHpQxXRwBF/X19ZxHEGYsxhq0dq8QFU56qXtgmuJLWpRS7Nl1AbbbprtygtPO3srBhe9wfPEoFoO0BbJS2Lysx2aVtgIe7FJL4q2IwNA12b0RQvhcTyCUqdMKhSZ6nwIhQhm+Eo2bc5xG11Rgqhr0xXDPaUP9XIyYtfg5ENbhsXCLFgVSt5xpU1yLIgLxuGbskJIi+EZY6zRPxjqG1S9AC6ml6qoUrgslW2H8OKT9qkuIAMsQx9kiED5Bq2uPoOEMuFoDkjVrrKZbLLNx0yZ27diFEILv7t3L5rnNKJmhtSEzkwghKdVSrGuowFCs2x5SkByrTLUU9VxY63wIhZFJaWHRD20/UQhU1xqXe/zO5f+ppBNuual164tEgziKS4PW2NSa5DEbrhUVlVohr2ZAyRg9TlUTVKLHgCUHNJyNJ0p4RjdTbo07W2IASulAHWjMEGPe6JgHkatRVXTpLx3CmhIhczozu8haUyA0zqoh+Dr6k0T4amUziI0QAuGDJEiEB6mNCfBnWaI18Y/9RGsSiWKl16XdblOVFe12h1bL0u60KPUAiZMmjYtg2ASfIn4/NPzjSQx/rAUio6DHv4JgwLqgR98T3DrZWWrxQoMQ5VOQKUmm5Opnxjqt048YrRt43gUUTGZKXbEyWGGxu8Sx412O3tZnvrqNlewOjNUI6aSr0adD1SfCyN40cibWm6wQzVf8VdTS2aDJ8WJDsAJdwfHlExw4eogjC0c5sTzPiZV55lfmmV9ZYLG3RHfQpywrpyZP7fwRjoEIn23od/3ZjUUNwL4fkVPkCeOJOTQSwf9pGAClFyWgwSXtSw++cbc4DYGV/ggPmj1rPSAYqssDICGSAscU7Ex2/LxLgVLJvIW2IZzWQEuGHWzCnMsGU7/64Ioo5E0mKTBkI2PVBDDhvmj+Z5zmoAYDoRyvh7SyZoZxmpZtm3Yxl+/g6B3H2bRljiV7mNuO7sdYjbGakj4YlQDT0Qm0AdBVstHEKDSI441jrqSF3IAyWGUcg2kEWDlSrgPRAqzBWoMuBNVAUBUWPQBdujDRpnIasCRfbTojKHKMKKlDrQsX0VHaprZUgFYFEoXSHbDSA6Bk/cZnKmhg/dolAC0b+2mFQSLJzbSXYvs1M+qYtcoCCWujHhMbQA41KKh58zD4zXmKPjJhmxnLyDcqxQqNQbO4sMg3v/lNvva1r5NlPtSyVrT0DBZLqZZpaIHczQSHpKiXa3LNsY1xqcfobtbnAwvhmccz+VGoZImgpgmukr0X4c3VDEZWsQlDb9YYj9FrhkM4WwtGlJTZIlLn5MUseTkDVlJJF01vIr+ATVM/STs7zfnu+XU9Mn7xQxzQOI5WeFNhoQkRIZsvGHSPcmTfZzh0/Uc4fusXOXHwKo7f+gUOXf8Rjuz7NP3ukTi/birC3hDOIxOfObfOHRAPuYPGhTgP+4MxdeCCdmuCVtah3xvQbrXBQpZnUSNU6gGVdlrExnoeOjPTMa/rq+du//5bmJrczNVXXwPAv//755ma3Mz8/IIvVTqhmXAvKTLe974PsGP7GfE795IJUIob+GoL43uin3zU43jJS17mP4W1bZP+rvVsfv907Ngxtm3bxs0333yn7nv3u9/NYx/72P+cRq3T/5W0DoLuAjLGMKhKlvrLLPZWOHGs4MQdFYvmMF1xAqxAZsLZ4QYpkfBbkrSJ/8rJqCnybGypScJAz1t6JsvWUnNcFvpCVxxZOMptJ+6IYGiht8h8d4ET3QUWeysMigJta42PACdlV+5T6iMR/0v6cKdNsoa5DYszKVK1D0Vk1rSMJkwM3VbzbEHL5r/wn6V0jrBS+vkIn4VEKFCZB6oNO6S6QwFY2ljbKI2AVJEexDT+1o32r8yb1I1jaBv8SxPgxK8aiNR/ZxKtRxhqS3SGb/bEMbZGW0whMKXAVPjcHoCRLvqWHwUrjDO/FAZhJVOdGc7cfB4n7lii027T2SjYd/u3KHURGXyNey9M0ySnQb4OkTl/r/rl1rpQ9Xf1uFhnTkh9TSMKWzKkwXfOlAJrDKa06MKiC5+rp/LMZAhsYCWSDGEVIbdLyJMSIw4a4drrn7VoxgngzaWUadOqZiIYSkY9ttGZNTmJfr3GbZxPhMVmGikkSmT1GATH/+EHYlhQoQGtItCNvyXhv8O99dJUznwpLcozslCDk3FPRJ3eSGCoKE2fM888kwsvvJBzzz2H004/HV0aZNVByz6V6NUMPP7ZSfnT5PlwQ10/GPGy1DzZA1Tn7mgaACiAzDrogdfQB03namRBmQmkzamynt/Pa+n/WtufNWAwCOPBcOr0n2rxk0KMqCjyBap8xYNghSQHBLncRLu9k9nJ+6DkDMHCYNTPZrRHp8qSd+f3c8fef6a3cAuM9M7QW7iFO/b+M935Wzx4TMGQiJtOCP9uPRgCZ5YaosXV4edtBEy/9ssvZOem09m56TTO3LGb+9zrcl73utcThFzWWsqipCxLVlaWCcKE2qrhFCle7Np7+umnceNN13PxxRcOjVkKfjL3bIgsAh53jYIR4BMKWHttvfENb+H+93vInWk57//ge3nVq1/qumFrcHsy+kHBoje+8Y08/vGP5+yzz258/5GPfISHPvShzM3NMT09zSWXXMLrXvc6jh8/DsBzn/tcvva1r/G5z33uB9SSdfq/ndZB0F1A/apw/j/dLieO9jl2uMuCvY0uxx3zpGrtT2PbubPCGc8kBcCT8L+NsgREBiAodKJ02UqCOr476HF4/ggHjh/i8MIR5lfmWegtMd9bYL63RFEmifuEZyDiIW2TiFLpgZ005M4CodDNwJClRfkqrXZS3Dpniwd6gdn1oMdpWMKY1xxgzQs7RlPJzGXXVhlKKfc+RGhLtGxRo5QCrPD5JOR54giuRoBQCgDdJNXAJX5Hc60MYSDrQSOe6QM/Vlp6CbjEVj4nTfgbmOZK+iiEArTAlLiXMRhKx0wYSzR9iuDDcb09q7lV9rgmW+QbepHPHriO27pH2bxjjhtvv5aV3lIEZ8I7PFWiR6Y7vswGBHNtEdSRDod5iPhmdAIE1D5xAkTibyUaiTs9ONQ4hk1UGP83OOhboV0/lXGgK3MvKQUt2UFnPddGZdz1KoQ6J+bQiuYxAowsKfMlKtVD2RYtPe1M3PyziXThet0arCNFpqGPQyeFAKMKlM2bcxIZzjCgbl7DHgB40GZd302yhoYVAHiga6T3rwomPUn5DL1vzEVibpXMmWoJrrvuOm7at4+iLJicnGS2sxmrSirZj2ZTI7M+DITSBzA8j40FEhhCB/xiiOVGHiYPhKwzd40PnWD109SCMh2UblOprt8XR1ob+1sLcWqzaW0LpMkRXiNqrYyaUeKzMjoGRpRU2TJV1iWvplGmjbFOC5VlW+jkZxEbM3K/Hfp7ajToHuXo/s959NzcT5vFa47u/3cG3aNxHzNCO41PND81LmKcrV8OCAXz0HqtxnQNWB72Ew/l2u98k29e801+6Zd+ibe8+S383jt+j8FgQFEUTE9Ps2HDnN+rBFIof38t6WlGBK3bH5JkD2uIlFLs2LGdLHPBgyLAcRIWB3SCticEnPiBwYo7R5s2bWRmZiZ+tok26FSpLMvvqe5ut8uf/dmf8bznPa/x/ctf/nKe+tSnct/73pdPfvKTXHvttbztbW/j6quv5n3vex8ArVaLpz/96bzzne/8nupep3UapnUQdBfQSm+FxZUl5o8NOH60z4I9RI95xzRkNoY9BjHCt8VD2zuIrsVUN3CGFY2jyCVVbUqPMTZG9YrSIeOTqQqJ8MEQuv0ud8wf4dCxOzi2eJz57gIL3SVWBkEiG6BDwrUHfmGYGUokyUE7dGeO3MAHWOvMw0T6g/UmhCSHmfFAL+z5pjY7a7RJywgIrJZOq2V8BALhpZH4g837DTiTqcS3QNRlOw3SqGnFWBISGZLYiiDt9K8guQ/rw4feczxEar4hfJs9o6ClSxBZgS3dX7QDNNGrHsfMI3VtSuW1NyGghPvdm5FVoAsnMXcASEcnehdZL9wT+XqW0Nwg+xwRFVZINPCd5Vu4Un+Lq+ev4dji7XGupFIoqRAIjHJBERR5vaoCkPMMlIjzR2MR3WktIyQOdSFzveuzA9SOsWuYjwYQ7TWG7gUycwkahXR9aALTsCZdeU3+PGgFLVYVFGoJIzW5nUKiIkiWSqCUD4CRoGQTssHauiwrK+eMDk6sIazPOeTWttPehcAOohYUCOvGWbt1ZL3PoHs2hP8s3TqrlAeEzQc9PtuBkU0mZZjZDJL/MD6lGSAETE1NkOcZx4+dQGUK1Qolh1FjdYm2XyOpuVuInBiEFrE9fn+wdRbPpLnW4/CguUul6Lah3cGDJWlaKN2mVMvOHDLqktJ7Xf2pMCUlQ0lFgdLtMZgiMNzD9yW5cuQAqyqUzdHmCMYOAEmebydlA+Le0dhI4wCOG9SR7xfvuIboDDj2+oSsdtfHz04rlAKh4XWRaoSCdtJaHcES1uX82X3GHrZv28azn/1sHvawh/G///f/pt1uMz8/zzOf+UxOO+10zjzzLJ54xZO44YYbCM/0zfv3c8UVV7B9+3Y2btzIve51Lz75yU8CcOLECZ797GdzwQUXsHXrVu5973vzV3/1N0BqDnddAnTgP770Ze57n/szN7eJBz/oIVx33fWsRR//+Me53/3ux+zsHBdccDFvfMPvUFWnHhzhF37+V3jqzz6D33vHH7Jn90Wccdq5vOiFL2mAlp981ON4yW++LH6emtjMxz7+v2rhgBDs2HEm7/urDyDI2H/zQSY6c3zkIx/jF37hF5iamuI973kPs7OzfPjDH27U/w//8A9MTU2xtLQ0tn2f+MQnaLfb3P/+94/fXXXVVbzpTW/ibW97G7/7u7/LAx/4QM4++2we+chH8pGPfIRnPetZ8drHPvaxfPzjH6fX653ymKzTOq1G6yDoLqCl/goLxwrmj/VYtIcoRdcdPjIcrrCqhCgc5nJI+u+peWBQHyJQAxFSIbGIBVsck2KM8VJfJ+4VCUMe7JWNcQlVj88f5+iJoxxfPs7yYCWk3wFrYyS6BhgCpxGKUuSUW6XRznGvcRTM3UZMxuToWBjjJdpR8uUBjw2+Et5B2Low4cZ6aT/a52cKjZCIXDtzphAtzFh06TUnwbw+MFlhDLT040ltQpcIBZ3Jkje3Q3g7eR/FLNjBS+9LgpPaC992YTIwrv2jjJLxdvyekcdg036BY14xcd6jqD9K/gNI9YyVZzziXx8RznqQFuZD+vVssByQA0ph6SCZbc/Qti2mxQQVFf9x+NsMdIUVBqUUrTyvzdkEaDUgq6aIQQqMiPMski6fFPOMkyqEsgJLLY0LVW0dIA25SgLYcMEqvGmkqs1XpRKoTKJy/8okuexQqX6Tt4yL1/cjiQ7dMMn3/UJYKrWCkSW5nfaAi8b41BoE4UxT/UTE7goH3ButEHjNlAdEyu0tLlR0MpLSfx8i2CnjTDH999E8LIamr7vH8KdhxhbQ1viXrXMI+YsPzx9k19nbyfMWSmXMzs6yYWYjG2c21+WG0OGrTr4HKEP7Xph+0bx0bOsbd/q9ME6WEWP2LouwGcp0KFUXLYpauDRUX9RcByFNck0MoiP6SJsRgtyAHbMnBvCFB+kN1I1SgtIeotu7Hq0XMaaLwGmVhB+Ier3U5Y1/skafuKro0Vs4MGbcGLk2UG/hAFXRHbrSJEDIDmmDgsbGB20wwmvrnNZICEkmM8qiotKaTqdDu92mKAqMMfzar/0aV199NX/3d3/Lv376/8NiefITn8KgKLBYXvjrL2QwGPCv//qvfPWrX+WNb3wj09PTWGt5zWtew7e+9S0++MEP8o1vfJ23ve1tbNm8CTd6teZHiGDeBi996ct5y1vewhe/+EW2bNnCFVdcsaoW5fOf/zzPe97z+NVf/VW+8Y1v8Id/+Ae8733v5y1vefsqYzqe/v3fP8++ffv45D//A+/503fx1+/7IH/9vg+MvzgBvC5+bIb2grGyrFhZ6dPrOSuPV7zi1TztaU/j2muv5YlPfCJPe9rT+Iu/+ItGcX/xF3/Bk5/85IamKaXPfe5z3Pve92589zd/8zdMT0/zy7/8y2Pv2bBhQ3x/n/vch6qquPLKK9cehHVap1Og9ehwdwEtHCkpq5JFcTslPWL0Lxkw6SoAKPnV+uAF4A6tIb4hFhG/t03eL1pxeGbOeEm6CWBB+xClwikGRBZknNZLeS1CGLTWrKx06Q8GTLQnmZ4+A2tdXgafoi42KW1/g3x73R/LamkxhW93ZPYAW0pEZsYOWZQ+RzM8z9AbEcNMu9DhJgGIjguxUdIfKrc1k4BAKhe2PJogaVPLdo1nkKxwjGfCKzmfrtqUpWbFrAM6EpcY1Dvz14lm8WHNiTmOjA2S7XpQhdd2hXLiOvDxymsTGuETQKZy7HqiGqY2iQ9Cep3THBgMdVS0eq78TCbaryUMAwy5FbRbHZTIKHRJq51jdMmSrpgXFVtERitvoaSg0hY8CDeywmjtIl3JHiHZJbaOkBZHcxzgGEd+CAkMf8oAChDCaX6EEWAy1yursEI6hl+7qF3GWlAa60PKCil8VEeQRnnAWZdbD7qswUbj+zDOYX7cXFayT8vmZGbCRRhLuxIAqkP7Poywj/DlcwlZoZG6FaOGBXAwHMbeUkfEEgi/Jn0zPXMccrxEE7JkjdQBGuo+2YBUhfHPR2B2ic9aQwDk/yx15+maY+zYuZv/+OKV9Ho9tmzdwmnnn8uRhdspqwEI2Rg+V9XQooiCB3eliM71wUdtNdgz9D6urXoyrV+EQVnsfpVkegIjSowokolqlh8EDB6JjC7cOH7uAZNWYSjrMW50U8R1k276ThtUkpWTaDFgpX81/eImtFlBCOcvltztGnGqgTMS6i8dZCTR0UnJ0F8+xPSmc5PvnDYZ/L5H0AK5+RLxKsDmbv0ZgxSSTGVYC0VR0G63+eQnP8mnP/1pnvu853LrrbfyL//yL3zq05/iPpffG2s17/l//4i7X3gv/ul/fYInPelJ3HrrLVxxxRXc/e53B2DPnj2xVbfccguXXHIJl112GVPTk2zfvoN2JzwYCQii9vd5xStewSMe8QgA/uzP/ow9e/bwsY99jCc/+ckjI/GGN7yBl7zkJfz3//7fAdi95yxe/epX8LKXvZKXvewlp7ipOdDw9ne8FaUUd7vb+fzkTz6Sz37m33nOc5+56j1CKKoKimKA1nV+vGBuC/CCF7yAhz/84ezevRulFM9//vN54AMfyG233cbOnTs5fPgwn/jEJ/jUpz61aj379+9n165dje/27t3Lnj17yPP8pH2bnJxkbm6O/fv3n9pgrNM6rUHrIOguoPmFZarpBbQoncRfEs2xxoXnrCnxLSGc3y5UqL84udF/lv5o0yKJ5pVcayUxP0mo2ie0NAKnGdIKJR1DbkM7fFuF8tdaTbfoobV2DIhPJjjU/PGUnrtDYG34ssjoBGwgm7/X720SncxijO+QVoiQm4IhpsamZju2OZ4BaVoHcKQz747AzHrTJddIizMfc4yErQTGO8ALI71GCYSukylKFCiLzKjNIYUDhc6hw68PaWP/mmPjQnS7EMUB7CVMpYUYhhfqRJAWSKP4+VGxyfiMCwVrLS4fUJDOhqAa4UcRADbeKstSGOOYRDJa2QRVWaGUckkjdQFYSl9XkAe49RA0kKCzLnkxC8I2wkfXqMGPW+hTGMMx7G38Jg3bnMx3yF0lJKDqaozykacEGKld7i6Ei2AnrX+eZOC1MaIiNxNUxg98Eka6BrUiQZd+rsNchaXoFmkdAlkYKtH3j3owrbP12hUpGHGLXKs+qpr00ck0UUMZyw/Dlnzw2qaa+a8Hr8790xz/8J3wY9msYzSJaK2ZSf3nas2NqSzXfvtadu/Zw0033kSvN0AY5RMF1/Mb989G35M5jzhDkVUzCCswlBRixfl0WWLwmSaSrp+72GxR9ztGNfN7pxACpTsYjAPs49TYQfZh6zkTDYmWaN5nLYbKa36b42brBrly0nn1Y2pFRZX1yfUMQq5Q2XkQFiXzZH4EYeTGhYU+GVnzvfmJWD16nw2bGN7E0AeIkFJgbAi9HvZlg5KKqc4MWME///M/s3v3bsrS+SheccUV/OZv/Cb/ceV/kGUZ97rPvVywCQSbNm/m3PPO5Tvf+S7WGn7xl36RF/76i/jUp/6Vhz/84VxxxRXc4x73ABwIeOpTn8rVV1/Nox71SB71qEfzkIf8mNsvCKamqjYrBO53v/vFPm3atInzzz+fb3/722PH4ZprruFLX/oSb37zm+N3Wmv6/T4LSwPmZtqnBIQuvOgClKoDyWzfsX1VMzzpw4OWhaHXGyCloNNpIYSg1cqZ6OS02+6a+93/vo17L7/8ci6++GLe+9738tu//dv89V//NWeddRYPfvCDV21br9ej0+k0vhsX8XMtmpiYoNvtnvzCdVqnk9C6OdxdQIvZbWg18CBCrAqAgJrZH4Nz6nwbIl46fH08LJVtfAb8YV8zG7U5TTxXMN6sRoR6EvMul8BOxjDeUqaIxDaD3cQzYVWr/fSS0b4nfG7EbzbY5fs7wzXh7LRgtcAUKjI1lqDlCVUk95IwMiHEc/qyDsRI5TJp1xnik/YLkrEUjoFUFqrMtcUY55+DxUpnXtdwppdBKxjKrgFMmMNhnjPwk0J4jZhR3kfJ1hLmZIAjYxoa3FgVw2uw/twwrzQhtG5qdlnfInBmcGFNHzra4lv7ZugVivkVwcGjfRa7FSqXDMoe2jimJhfO2V8g4ndS1Cy5xVDlLmqaMu1kcQyT9xuIzHUyP/6b1H9DSJLPDtQEP7jgUxNMz6SiIbwQEpAuAILyoW9luB6FzvpUtiTX0845HW/m54F0c8hFMkfJ8ytEbIfFUKkuqppA6MzNRfKKZosmTeTpx09WILUP1TyGxg2lHR6x+jN4jaRNxjh25VR84MLYep85CSL4VIVQ8FYy6Fds3rqJs88+k4suvpCLL7qQiakWlQ4athropa/hNoNbv0LngKHIFrHC0jIzRDMzgdN8CeG1pUPDkT6AAb8KmwSKcKGwJZkPS20az0i6v0YQGb83CUNo/f/1cz88PfV5UJsXDkmD6t8AIwt01iMzU3T0JnLRobanhJgA6+TTVq/J9D95ckn+2OJUSMw63D/vIxSCSXhTOGeO601x0SiVMz0xi8SB4gc96EF85jOf4ctf/jL79t3EO9/5Tnbu3EnecvUYKwDphVd1pQbLf3/mM7ju+mt4+tN/jmuvvZYHPOABvOtd7wLgJ3/yJ7n++ut5wQtewMGDh3jCE57AS1/6iob5W3x4vwdaXl7mla98JVdddZV/XclVX7mSr3ztG7TbqzyzYyjPmvJtIXyI/fQ7QIocXTlNe1VVtNo5k1MT5C3pTfYMFk3Q7k1OtEfqev7zn89f/uVfAs4U7jnPec6az/2WLVs4ceJE47vzzz+fm2666ZSDLRw/fpytW7ee0rXrtE5r0ToIugvIqpABWyQRwE5h04ycpmfcvB9RExm4QzMenMOAIqGgrAgO9dF0wlIzU8HMKZjfpYyu8OF5lfOLaOcdpFBIIdC6QCAjA5tghdGGJN2rWdT62jo6T31f6ryc+hZE5kI7O3FjDcgKG8sxWKtjtu9mxCtTl+WZfTMsWVcg86H8TX7shpmcOB8WB3iCI7mxPuBEHdELUTPUdV6RZN5EGqaXBqMcBtdd6g6tEKLa6CGzvgj6gtlWAhROcQ2OKhxrX6FQTgw2IeDAkTZfv3GWY3dMYQc5qm0oK818r+LoYpeiKiisJReSDTJDSSd1NFEtmHJlziyuylbIyynycsaFzh5i/GqgnPyQgLKm/1ga5iylFOAmvjUhjHpI7hvmuBF1TTqto0/GqrMuZWsBmxUuUphp+/mtn9u6/SIBEMmDEwAoFi0KlyunyutErdp44FtfNwIAsFSqhzQZ0g4ZAtj6mnE/RHNPm+wtQWMy5pGO4HGtZRW6mHQ16S5gkbrNwWP7EBtXODq4mam5FocP30G5rJmb3ODWJKl2twaMobDYbj/NwiqMKLFoKrkCwpKZhMkMWmGC0CJ87QoI6z0YAoJF2ozMTNDWsyjbdgAoeW7HUtjObfJKAJYd0lA2jP7CNYn73ipba4Nc1MFFjCrIq1mU7jgfQ0twSEonoFFX47cxdU3Mnka0mzxlknSmd636a+0D5EGhMS4PkDFgNVJUTLYnMZWhKEuqqqLdbrNnzx527tzJ5s1bmJqawgLnnH8uVVXx1a98lSDVOH58nhv23sDdLribm09h2blrB899/nP52w99kBe+8IX8+Z//eWzLrl27eMYznsG73vUu3vSmN/Fnf/bnBL9ZoPG8gXP6D3TixAn27t3LBRdcMLavl156KXv37uXcc8/1r3M479xzuPDC3XRapzC5d4oUxcBpfxwwOU67nQEVe/fuPWVNyzOe8Qz279/PO9/5Tq6//vpGEINxdOmll3L99U2t1NOf/nSWl5f5oz/6o7H3zM/Px/c33ngj/X6fSy+99JTat07rtBatm8PdBSRlyBuQHGgp3QnVsMDzIEZEx+VVpbnJgSqEwBjhTXEsQaGSbt9R6o/BohDKuAhjkpoZDlokKWhlbbBOO6RN5fq2CgM0zGiFKGfWm4TUTOzIjXjuwDOb9f0WwAikUaAVpeyBdWGIHaMQnGmJ99XAqDYnSiWz9Ti4w81JqAVBaOwYQetMCK31zinBRNFEKzo3BRYULoCBluDN4iIASsc/NUczIvFZcQUK6vEK4xGZPGHd9UZ5iWkAuyrONzE/DYg7aYrgO+NN9HRcJ/gxSs0utYZv3zqFsYLptiE7tgN23k42UWG1ZGlQMqEMLQlnZW0mWi3arcxJrY2pNWthMPwfYTKMrLCiIqumXdJFWWLQSJ+bJ3w3auoWR9aZiQq3lkVEnWF9RgSa3CvcWpWJD1QqTI4PkkVorwoNgTOsRqsBRlRk1aQDq7Ko11psZmLOhI3mqUDU8GDBaou2JcY4wBg1QDYsK0kwO0uBrkWjVeHMtbKVxkNm0/43nhHrt5YUAOEjIoKNYCdZt3FMkoegYa7WpKjE8NuY64hE2oxuucA1+64iUxkXn3Y5ldEszvfZvuEMji0ejkIQNzfpWMapTvoV2mzi+JSyS15NYc2EB6cSi0ELt6asyep+Dy0n65+5TE8ilCvLSt2MVhkbQqMAt2fZRhubSy4uTAfsrEKLwZ05IkbJ36xlHy1KsqpDZqcxakAlB2M6WQvVhhn8Ycpak0zOnkF34Za0h2OoLmdy7gyy1mTzp+ExxjpTOKvc2eOfaSUVk+1JdFWhqwqVKR+iGtrtNlVV0e/3aU90qGzF7j17+KmfeQwv/NVf4x3v/D2mp6d57atew85dO3nMz/w0IPjt33oZj3rUIzn//PNZXFji3/7t3yJoee1rX8tll13G3e52N+bn5/mXf/mXVQFNoDe+8Y1s2rSJ7du386pXvYotW7bwuMc9buy1L3vZy7jiiis444wzeOITn4gQgm9+8+tce911vPo1Lxt7z50hJxxwIbyrSlMUJXme8dCHPoQ/+ZM/4f4PuA9aa17x8lefkn8OwMaNG3niE5/IS17yEh71qEdx+umnr3n9ox/9aF760pdy4sQJNm7cCDiTwd/6rd/iN37jNzh48CBXXHEFu3bt4oYbbuDd7343P/7jP86v//qvAy6wwp49ezjnnHO+r7FYp3WCdU3QXUISZ0pTswvfBwXRaRIRrAEwApCpvXVr8uGTSUMrN8S2QRMkvNkczgdIi4Z2xklxLVIISl0glUSLioQnOimNY7qG7YTrjz5stK9AVRNk1QxZOU2mp1BmwmmIcI60NjENS03lwId21qbWeq3CXQjhcklEBt8zm8YYtK7NkEIGdmzwRUp8NaL2StcS4kTrU2cir/sbAFCclpRhbYA02/gtSpG1ipJsF8nOv1IJfBKPozbnq7WTCd+a1O254KTBMdFrcu/RhRbdQtHONa1WG9XbgN53GmJ+E1iB0YJ8pcP52SQ7OlNMtCfIVI5IpMkB8KX1S9Oiylaosi5lvoSRJdLkZHoSaV1SSKUnyKvphBtPyqP2+QkgqbHmrG2sydDPhkZoDImEySbT7jVEVmi07CN1u547Uk2lk3Qbo52GJ6ytGMJekOlJrBFUtnCgSMtGW6VQSCkxYrR+AKMGSKFQttXQloR+RrCFf1+B1j4CYGV9bijh2hq1JqPPThivOrokSTQ74YLBDI1nqo0Nvl3W+/EV1YAT/cNMbZhicWGFudY2pidnPZjx/lZjnuGmRqwWHIS3hopS9pxwyvt2SJPR0tPkdiIm/F1FbIWwAikkpVhxocilbYTHb5j7DZnRRpQfl3wd2tpF6wrPlXNCtD6p6CnvrWOUUVFjbjWFXKaUy4iqRVZO+XDnJHvh+AW/2pzP7rhH4/ldi4SQzGy/+3DB4yrzz2Sde0gp5U3gFGXhfAp73R7WWrIso9vtkrdyWp02pamofDLUd737j7jXve7J0578VB798EdireVv//7DZK0WQki0MfzGi1/CZZfeh8c97vGcd955MS9Nq9XiFa94BZdffjmPe9zjUErxl3/5l2tq0d/whjfwG7/xG9z//vfnjjvu4O///u9ptVpjr33Uox7FRz/6UT71qU/xwAc+kAc/+MH8wR+8izPPPOOUxnM1qluXUxYG7cO4djptOp2cN7/ljZx++mk84id+imc/6/m88EW/xuTk5GrFjdDznvc8iqLguc997kmvvcc97sFll13Ghz70ocb3b3nLW3j/+9/PlVdeyaMf/WguvvhiXvziF3PJJZc0tEsf+MAH+Pmf//lTbts6rdNaJOyd9Uhbp++ZFhcXmZub45Xv+QXaEy3HVI07K4ZMjlJyTMQYO3UTpNoa05AkOwbAaonMLdIqLpx9GNcvfBZjtAM1xvsZFJpyUFEW3tFdQJZJsiwnn5RkmdPQGA1WhpwwxChYe3bcjZnidBYXumw6U3H1vqscwz/ch/jPmP6NFRE3rxd4LYQPzSsqlwAy2N67zN9BuyNAW2f25n1mXJsV9971aL566F8wpoqSZFPV9vup9DpTGVlLoFo+ma3XwoSw0I5ZdeMWzcFEChZDUSKaTgR/ECHrnC9SikZnrRm3RoLpn60ZVR/622gSqXc9njIHpUbH1vFeGRfNPZzrF/4VTYXntOravHg+jIsNzLgRGJwJVppQsmaeLQePtPjK3jmmJyxz0xvQpUPTKhesDBZYXBFcvKfk3hdWTHQ6cS31ix79chDBpwx5nBBIk5FVU868LNQZ/0mHSdDS01ipqVQ3ArSAbeIzI2tTKoniormf4PrFf3URwzxaHGZyjAZTujWntW6sUWElZF4LYCRWWKS0ztclBkyQ5OUMRbbkAmV4NUjsQhBeRIAbvpdkpoOyLQYsU1mnSUK7iGGuGZKOmEYoqLIeyofvTiP1AUjdQuoWpVpOnhfi/iNQXLLpEXzzyKcx1pmUulDiXnwjPQvsQ3wPa+wimEoBZQDZYRz8OokAz3qBg3IacyVa5HaSUi06bYA1THVmuGjn5dxx8yIbt2yg17qN7x68BnCh5aWUCJshwCXfDKZyNgRKsORmGov1EfaGTDytjSG3BYqWmQIBF2y7P9cc/Ve0KZu42kLOBBltimzJ+XoFsDNuWSbzaRMhiQka3ijICsmC3cDmZhIlpWvznZSdBb/T2pQxFToNrS1aGFEw0Znmfuc9kl2n73I+Jj4n0mQ2S69aHK8d8h1emd/P0f3/DnYYhCfnkpBsPuvBTG44M45jY5yGv/PrSwh3Jk1NzCCtoixLlFL0ej3yPI/rLc9yl/INF37d1TkyMs1PwpkchjQFWKJ5bvM6EQMWWGuZmpoaueZ7J9dW6x8gZ8qpPQC8c+yaE0K4FAtaQ1GUaG14zGMew8Me9lBe97pXkSaIdTetvriMNlx//Q1ceumljcAL73vf+3jRi17EoUOHVgV4Kf3TP/0TL3nJS7j22mubvsQnoeuuu46HP/zhfPe732Vubu6U71un/7uo3++zb98+du/ePRKEY5jWzeHuEkqkkKttamPFjWsUKeo3wxqYoAVy55HfcLRIQijbugzPpASezp2VBmceEpiakBDTSwO9ZFMKSaV9xC8Co9mM0ORdKUb6FxkibDSNW20cbGidZxYMpTPNCcnzAkPpE4ta4zVhY8bPWhtNiRrSVevHUnq/JylAur6YoADx0lRj/n/23jxek6Ou939XVXc/69nmnNkzySSZ7AmBEBJCZMcEE3ZRVLYgKKiAUUQjgoYlgAheZBFEMYDLBcXld72CyL4rexYIWSeTZDL7nPXZuruqfn9UVXc/z3nOZAJ4g/fOd15nnq27uvb6fr5ryFbuO7HC3AUNU7V/QSAib2LkO6SwarOVvrAMd1aVFw4MpvbjXfULQPjQ3wHNlVqCslsDeKgyMGKECfN1FRVGqVqQEQzf7k3yhOvzvYcTbtvTpJ9JUi1J85RmLGi3a/SzFfLcIlBsnD6NyRZIdY9niHUxxoVvVIWErYScpqzOqqkinP9LrNsIOXCAfFS6cB9hgIt1ENZs6FMjPMBx0ausli63kMCBKiqhii0h52qlXGeKJU2Elrn/zlaAQ2CQq5UQJLaJtdBnyYegp0Qe0mm3YlFDCkUmV1yQjTWaaGTqgJBJ0LJPYNmNf3boURch0hKSjILTcvgRIpj/req4YhyGhRtDWkjKeVudY9YO7xtlOdAdLLMw2Mfk1HrmDy2x5eStNJKddAcriLxGLJtuHxEWhSz72koH2oVGmphMrTBm1lT61DGfqehSE47JTcwk2mZoBmgyQBBRJ6JGrjpOA1RovURRVKlhLB8Z9tDhbrPFPYXNrXB7UESCFv3x9R3XBH9v2BNFucmuAkCO1dZksoshRdnEmZ6FG4T1IfpNUcRY8j80p49nY/JElvbd4PMGVePnC5qT25jcdA5JY7a478jsfQDRgjhOaNUnsBr6aZ8kSYpw2N1ul3qjTme5Q6PZJKolaL//jl8H5T4X+sPhfEuIkGeMWcWoW2uL7wIYqtfrQ0KG6l4T+r/YI4/cUpwZd3Vh2PF7XIXK2eaBD87SI8sNeebAT5Zl3HbbLXz/+9/n1176Euw4kDrcJUekbrfLnj17ePOb38yLX/ziowJAAJdffjm33noru3fvZtu2o9dy7dmzhw996EPHANAx+pHRMRD0AJD1+VnurxboSBTMK2zF96fgYwSIIJ2P/GEkK0wdYPOKhK74D8LhYzUQlQcrQC2pkeuMWlwjVjGNpEG+rFEqwpK5A3OUN/J1CkCrYPAYOaRWcwdDb4UFm0us9NJ8K4aBjAcQLhloYOZsweDbEEK5YgY3xIwF3k54KbrCgbMAqPBmdtaUz/PMYXmgltqT4X512pAhsxjr6iS09Hx5BejlYUw9gixiJvv2FKaO1ptZ2gK4OFBpnVmcMgUzXQ726HwTQwNUmmv5KplQVxwAGDKbKemOPQ1u3NUm1S4AiDGw1M3oKgkRGJvS7UfMTExyxo6zieNl4DDGukhxuR6RelZBWMEwBcY6sOPCSzUrTREGYzPifAItB1iROz+hQHINx/XKvAyfjdGFhsDmwkVa82ZaYtTsrTroob9HuknLPipvgBIYkUGhNTUV6bwrRFqFMs58LhUrJbPs/QqtMs5pXkJEXPqkePvGceY6FhdmXOkaRqTO98WWzyzgpw/7Hb4NwoEAhIsojavI1W3oyYXvUGUK27BWwsPl0PZT7TchXKLmvQt3c9r6zSzMa7JlWD+1lTv33+zN2lbc8PnQ49JGYCW5SBFWokwDLfsusEQFuIfnFXuT/2xFzkAsA5CLLhaLsjUi6oDACk0ql0HqEUZ7dBJVfinWlC3WaZX79Px+sUdIFIoYqSW5lG4uV4DFWHMsMfbt8CV+n3DCBlcHQ44RObmMCYveheCnDD1/HyQQ1BsbqG9/PFnWob+yG6szhIpptLcSJc0S5Nrh/l67woIkqdNuTHntc06augS02jiNbLPZpN/v02g0SAcD4lo8cp6tReVYWWu9fMcSMkcMgcgRCiBMG02kHEvlrCSCeWt5f6PRIIqiIwKhUuhSAULhu0r/Fu+CTbP3CzXGm64a7fP9gFKKer3GZz7zKV70ol/m8st/imc8vfRLqkLvYgjs2gKUQG95y1u45ppreNSjHsXv/u7vHvniEbryyivv1/VAkW/pGB2jHxUdA0EPALk8IkeQ61QO5PtFCsiFDxLgmcVg9iCNT9IZfFGMZ2Cs93OpZg0PB2KoT7DRD5J5JxGsxzE6UgRzKYEiN5ZYKaxICyZJqNXAbujzUUqeCh7JCufzo0zRtlWMhBAUYd8qz6ia5QzVo8KQhaqUAMi1AQFo6YMeDHNnjmEZwyBU2+kPq5DzpvgafLQ4MeylJ2xhOuVOpOAn4OaQ8WjQGuvy0xicVm60r/GHsa4yoJX5N8SBVBiTKgAK5RC+d0aX1qwetMWe4ju7JsmNM3tTFvLUDUemDfvmB9STiKnWBD950XnEcQJMY+02sHeT5R2fB6SCuCud5eZfhbmumLgNMbC+NVr1MCJD2IhItzAmI1edChi0Q+UPfQjzyoPRIlKiChEHKUBsYF6rU9DdODIvhPDuKzlEXZT14b79s4zNyBhgbI5EEdsWAoEWGRmdAuRW6ymkH9NCcwDaay+HsFzBzHm4JTOkcdogExLQhmICBpIBfIuCoRT+jbUCIjM0dVbTWgIWyv6ylSuGFkfZmYE5FEKw0luiaw4zMdlm/tASm044jr2LuxgMBgiU6w8jQWm00EN102pQ2SvEKJYuKlho//zaA9AiRaMRYjDsr1Qs3ZKRdgxqeKUyVyj25gIAmmAKWPQKBeQUIG2EERm57KFsgyhvoMWAXPZWR6AbXTKjS9SDq1CH4vf74HhtcAzF5zU70gFV7MeCOG4Tz5wGIRBF6FtGilj1vuwwIQT1pEmj1kJnmk6nQ6PRcHNhZYWpqUlv6qVpT7bJ0gyEX49jAfoalQZAuMiU2KKvrDUosdosDqBeryOlJE1TBrlLQlyAV59CAiDLMrIsKwI3rE1ekyMoz3JKAUQxdxDeV9CgTe4jgZoC1EopiOOYKFIo5fbMpzz1cvY/9Z7ioBvt8qpLnRQ+1tIRpsXVV1/N1VdffR/tOUbH6MeXjoGgB4LWsBUvfl7rt6ORZlVurkpcC+dr7yRv8Ux1LkAZB5Jy7z4sQZiRRKdYn3zTn+ZWgJUoKRlkAwSWKIrBGoSw5CE6nIRh+7dhQFRusIIgkHWZ7kfMYazwFhV+Z6bcxKtS1bIDA/Ph6lvl84cd4MN3I/URlL46hS+FdQxHLrFFsALhGXIxVIVhgBQOcpdjxiVkpKIJFIHT8WBrZKAL1dSwVF0IUZj5CRw4K/juIuy3u99gfChpUWEKXJ/aSt0D71EFQAHkusAOwVGfNRPDX797ihxJ3AQlBCJXKKHJNFhtkQjOOvE4HvHgs5loB+dbBezAmhn62Wcdtg2Au+ij8M6FNz4iE1aQwQqBlRmIHGNT4qyNtDW0TUPJBUtstX+IFxgI6eaKyUOCz9FGh8AglfUyiq2kBq3KeWsdMyOUwf3LwArHVBuBMBE13cZY4wQL9MlEjwBDg4agUgVXHtKFYscgRIwQlarYMqKg+1zerFWfOG9hyDAyL8GPvzj4qRVaS+1BuRWIyM0fo+2Y4RgFa5W+qdZdBKbRP1cU+qbRAosyrLHce3gX2ycexKGDK0wtN5muz3Hv8t3ORclHW5RQaq0o98EjkhXOXNji/cIKdFRU2gpnVueqE8IjlwCo2A+g1KKJst+DMGEIC3jhzvCTQqnOb9OIzAF6IZGmTpJPYWRKrnpDzP4qrbrfGIa+F5SCsOI+MfZ9ScEc7kihv22pza6AW2EVAnMfYcNH9nzhzM6a9QkiGbOy3AEBURSxsLBArVZjenqabrdLu90GKUi1ixIXR5LcjA8McmRyHWYwPjGt27O00WP9g8BFokuSpOjL0bQXTkNjCg3RWM2sDcJGd43x+3gRXGfVH/5ZAfRIlEqQSvrk5n6vtwZLXj2Cx64Ai7MeKWegu6qyfI7RMfq/jo6BoAeACmHj0Qqohm4+8nYkJJjMSUBh9TOKQ9i47NtFuFiMZxbEkMlbIdGTuA1VOo2C0dAd9EliRSQVCEGkaljTB2HJ8nRs/Y6kEXIAKGCYiqRKe5DgGZKSUS9vXm1dH5iOcBBUD9cj1ykkxpRK+shOsrjRYl10Ne/kISQut0YIs7yqTM+B+Jw5Ae+Iyk+ltDn0wmhDbOF/U5r1lxxVNaT4UGcy7I9ksVjjAzIQ+q9kggrLvqpJZgUIlQCoOmhVLg4OdGOWVJ3WcRUGILOoZYnILLm2xDbhpG3baLcalXqkpNkeeukdaNsvANA4nyCswFbM2MYBz+Hrq28NWdQlyptomTohQOQHRlN0sJU+YmDu8z+ZEeZtFPAEXOBDpA/VOYA3Hbsw88X3TlPg6u/gENJiRYrFJdwUJkLLQQGARSVARDF/Qlh86wCiFLIESkfBvVjhzJ+UrTmBSGiS13RIVcactkb65LChGha0X2tH2tNCH/j7xq57WWo+SpVeeB1hjoGDexaYSVeYmJiku5wzG59MfWJjAagOLx5kId1N1HL9c1+mPa5s5z/ntNe2DB9f6fYq4CnA25h5OhpdbUgoVUlqi29e0PK6+VMKJoyxSO975i61aHIsK0ghiU2LmBaZ6jBO67FKwHNfJEZex9LqHVeM/jLEbFtAI1DOrBhTMfsdKbOyniMV06q3ESgGfRcoxRiDFZZGo4ExhiRJkMppb7TV7rXI/fWDkgP5xoMIhMt5N84/CMqxXssnKIAUY0LKBuMjizqTtdJ8zg7dVy1T+DWipE9SLmSRWFsKvwF5CZbzg1urC0bKx50nTvAlSutdL68pZHD3q/+O0TH670HHQNADQUfaTby4sCo1vM97iluFZ9IL7poKr+ykl3p4yJ0/jQ3C6ZLxHAmpXWzMwhbS5iiWxFGMFILOoEuug6+Fcyh2dfKMt6Qw9xhvDl2Rtlp8WG5RRoAr/HrC/VXzkSNR6ZdTNTup9mcJLDxPGbLWS5cINnRlVYrr+ij4V/lDyorCHMF1nSjEaIV5RMFBVsJLGxDR0XJp49tYMItVpiowIcb3gyomQnlhBfCEqEpOQh38uUZyNq2NJellkq8fmvOgoiSRgJgR2HmDyV2UsnarUdHS9en1v8VK/3YsKQIXvW+1eaEz9SxNRKoc9XjpcjHUwrcVsKRgG0hdx6o+BfL2IL98nI8m6P3ARkMNl5rAMK9HJbxlf0ei5szaMoOWKUalFQ2DY38DILLWQaJUdIilJWESg8svhHfyt9WBDs8UENkGCS0GcvGI02mVL4ywLioYpa9J6H4RloDxDL8cXo/Fw49kdjTKWJvRH2259irtCQldhVFOK+PbbIFYJfzETzya47Zu8zmlAnCwSCn4xre+xie/+VGXrEodoW5hnVg35CHfmhtev6faCuhBFGMvRtsVigxMMaIANwWjOUaYUKytUXAd5qyffG5uUPg/GjSpWCaxbSLTREfdNcfhSGBodC89ugTe9gifxl9v0R7gSY/dR8BKZe9MkhrNeps81WiTIqXCWk2tViNNU5rNBoM0pT/oIyNBjq3Mxx8GAFXqayn8gwp5zxqanPsiIVwQhW6n64K/VICT0+Iobz4XzmD89hLWaTlJyhQF4fNR6mvsuJ4Jq0qQ514AKC1WeLNAv7RH028do2P0fwMdA0E/JiSGTyC30cr7v+UEnx5rDcGZvnRaFkOJLK0FlPF+DoH5x5kASAsmRC+jkFRanw/DJWg1DLIUiyX3DpiB6y9B01CzCE7U44BQ4MlsiJYWGNI1Du3q66rfK9LI4jsz/rlFz1Ukk0EbVJVvlr/5z16DI7wo2wZVD6U5n/AaoKqc2DGSxVMJ3rcFs86Yejq+jGBnv9ZxVALECrIDH/TBlr8NAb/KnAiBDwoJfCjXM71rPFcg+MbBWUxoyOhl0iJaArNsmJxrsGl2ypdnGAxuYaV/i/OBCUDRcwBu+lW4VM9ArTZLG98jo1PHasAKMtMjpoVR/cKnzK23oCarAOcKAB6eDxQAaPyDHciTIiKmTh4vI4UiyhsYIqwthQZa5D4Mtb9dgJWQ00WRo0yC0rWhPFW5GKBJ3TOIiGwDSeTWrLxvM6Awb5VuIE3Ngais7XyoZFZZY873x2pRJNsdBc7V/lhFthjOof4p760wfEGggEASEZuWa49PaqvlACNSpxmREiUV/X6fm2++hXXrZrDWcvjwYU495RSUipFRjJDGJ5M+ghlW2OMqIcBDPR3o8fWSoqKnWd3eIQ2Xb2MQJhDgaxEOfBTxUGFS/Zvgi4Qm8ltOsR6KqWDJVJe6mcLYCCt8tMFKqHo3BiJMyUp9S7+kIVB3hG6qvq4CbZXvhq4R5YcQyMWZmkkX5bAijJFCUa/VqSVNsjQjz3KSWkK/1yeKIgaDAe12C6kkiXCJlXOj3Z51lNrPoydbCCWEkEgE5gj+QaMUTKGzLCPPNcHcLY5jlFIF8CmvrTzZGqz1+4It/dqshTy3SFmafR69pmat/RsfYVQQ4gsp7xAUhCU/rG7tGB2jH0c6BoIeABqn8h6nTj/S/Wte6yW1ZNJrhKwL7VzJbj/+Jl+mBCkkxkvBhx/srg3mH7keCVMsJFjtfDCsBwKFz4q3dxesmbyv+M0Kx7jcZ08cmUZtqANjWzRlDBUJHQte12t2hqTmPnBECBHt+8Px5dKDPG9qSHWc7FCfFgCzIokrDzo/HsVvOI1RyaNTRKZb1W6KnEUFsxRAj7AI44M7hHs9Y10AoDUY/tVmGhasIhIJuamxkJXbySqfLkAkgrgmeNR5pxaaiFwv0Bnchq0AIFkwGKbsk8ohPz5C1VrAMAApr6XTgLCYeIBIJxA2wtiUIHEvpb0j7a2M09Ajhzm80DGhoiAEka1jZI4VGUbl5NIgdQ1hEvyoI22dnL7P9WNCy10viBwjc784PdS2EZF2oZlD/YzMyGQfYSYq9VtN5f4B0sZIE5PHK0Xo6ChvYEQCyjHTwRw1mPINazCCr1i1T1YNwZpUhmARldw6EmVqRLaOQJKqJbQcIG1CZFybtUwxHrBaa9m3fz8777gDay333ruHqakphJAoOQVqGaMHWG3X0AhV5o40hQa6HN/y9ah47MocKr8qwWPp4+GfXtGqrd7Tw/x3HSxthCUdAubCc7BG5kgTkYvM73XDwpShIAjFdyVIClrgsHZXh5Nf4/2Yz3bcNatuMd5PSPpAKKBkRKvRJlYJ/X4fKSVRFDnBm7XEcYwQgsFgQFyLSPMBley7lGaJP1p23eBNI4VBIb1/0JEj5YU9bjAYMBgMnG9Ts0EUxUMmdUO5m+6DtCnnUK4jhJQoZYmUFz8eaXJW5BSju5YFtBkO7BJqYxAIa5FiTTfQY3SM/tvSMRD0gNBRbtA/sHkUzrbfVrQbQQJYCRcdePAgey19f0RhWre6SqIo1wEdd6+Tojrtk7AWJSsMsbAu+llgQKRwoaaHiheO+YAjSmzv85yo8PYV2yLWwAvFoyv4xieVdGWZSoGCUhJcfjMKDAKYqUaGqhgSBFBSBFcKKGo8Fzk8BmPE6aPlBkdnC0UuKitAVMIuK+sCXwRfqXAIFz5BZVvGPquoGyS4xJ3fODRST0FhQhTaICScdmrOlpku2vTQZoVO/ztos+D8WIq+YuhZhTIyaLJwNu8FOBIlRh03xu5g98DUuBDdAokkclG37KCUvh9xbVZ+E6GDRr+rfBQCZROUjcnkSrF2DBqrXKADV2kBRiF1jDSJm18+8IgROQQ/AgzGpg4UiRQTZT6XiwvTjPS5XI6WVbECoROvXXFaKaNc+TKvoTLnsxXZBlr20JVyR4NmjOuioUeF74fkAZXIV8KNSWQd+AHr8vjYphekWAwDsihD2hhlEoSpYXFO8liYXb+egwcOYKwhTVOEUMTxNmy0j1wcxuQ9B9ZkBQxUAHaYXZhyhQct+Q+rXRgSwowCBlvy8K4vgvCkcg0WLVKUScjFeH9LI1Ni0yK3faw1mABWKxzvqv3efxmEVsYGkO3AbrmXjmec125weYXJBmQrh0HnCBURT6xDxHW3JtFeI+Tz/zQmUEKR55ooikjTDGstaZpSb9TpdrtMTE6gdY4xebE3+J47Uo1+CLKU/kEghHFzt5jUoz1TAqB+v0+apsRJTL1WL8DP0QAeX5JfJ2XEVzdXJUZEYAU6h9xYIgFKWZRcDXbLeoZSR5/iND+5P4NlpQw3ZUU5f4/RMfq/iI4+Ve8x+pFRYMpG7GzufzljNEpQMvLVfDCFoKz8xv0vcf4otrRDFsoiQihnL5nFCshlkSTSbc3eOROBDLbzfvMfknQVTIR74/hHMcyIBMu3EOFszfOswkWM6cNw9lofwcxanF3zEfjbImpWBdsUxa7i70p2qahoeKh39xHS+oAKypvDhWuDxDLUPwC/sq6rtC3hX8EslwxVUS8tsdol7LTWha22RjqGH5xD/5D2xB/adsSZ24Y5M8qlyaIOgUGTRNRoYfIa/7hTcedKfXWf+T4Nc08JOHfrPIud/2R+6dPML3+aQXqXnw/VIAjBL8n1T7FeildT9nn1QYiijKEp5/s1MMAASteddsGE5H5HXocVQbNbM4XwubrGxJAmUSCJbQsd9UHowjSmCLksfFuFxcqcPOqSR8tk0TJGpSANWnXRUQ8T9RHSEtkGsWmjrMvhYqTLe2SDI/gaSYHdNB1xvLYSYSVGpJXmW//cPjruFPeqvEmST7rkqgF4VYekcvt94sgh3Ch8PzWomSkiW0erAala8dHXKqDOc+dGpeRRB636YC3zh+c5cOAAcRQzM7OOzZs3MzHhtGGSGnG0GSUbyMgHOvH+EyEkfdW/Z0gLPK76xVwa9jW8j+kz3AFjnxckD2t3oEUTAjesukI4jaG1Fmni4lHF1lfh143fE63F7zseoBG+869hsCrPC7BoyCRvtDJ+bebdJVbuvJ7Fm75M967v0d19C527vsfC977Mys7ryDpL7tkSGo0WrfoEOjNo7cZb+Zw7tVqNWi1B55pWq+nCQdsMHSK/hYUuxk/9Hw25dWNwibGNNWiv/jTWOC1zpTOqAKhWq9GoN5BSrnlmH5Eqe5oKvqpieO82RpBq4RJTZ5Jcl+tz1527aNSnuO6664/wDIiUpRYb4sggx3RkNSDoySefzNvf/vb7144HkB7zmMf8QHmJflR06NAhNmzYwJ133nm/7rvqqqt42cte9l9TqWMEHANBPzY06oh6dI6po2VUpYk+GWvIPzNywIvqISwD8Kl+Z5EoBKpET8qAMIhYu/KCL6YEFBibF8y6kgkBIIjAmGfSB2LwDLpnwjDe89qboAwd2r5dVYAwbOLhpVSE353Ev2BWKgf8EfsuMNCV3X/0wKqCM9dPIeywWN3/0v9ewVfl7wIRAIp0UceGzE9sCX6GHh5ywVTqVoSqFj7MudTuVRincSgYyNK8KtR9KGkqHiz5cVFESBsT2To12tTsJDUmSWjREFPUxSTdgeTvbpUMRhTKY01pgOMmNUporO2Q5vei9RJQZlJ3Ufh8b3kfFGvwiXzDn3VmW06dUzBoYoj5X71urLVYTSHxVrZOFq34aVfJcr7WkpOVvwr4ORLjrGzimHaRQlVyHBjOMCur81lYn3fGYkWGlRlGurDIueqSyRUMKZFxYEhYVdSjrHwV0Y+Qny+lqWRYL7YiOHDcs/WAUasuWbyMVt4kTU9Q19PEplmaJlYeKaxyuYdsgrSRM3nyyV4TM0HNTFM3M9T1LE29gaZZh7IJueg50zfRB2GcdtDiA0JUh8h1uMkEu/fsptvrcP7DHsL69bMcd9wWzjzzTLIsY9/+3fQHOxEkTuMghAtRLx1ADRrvEOyg2I+qbfGqhmDuVxWuFBHeqrE01uj+cg92rzKY/oU9JwiFKoKDIbLBjK4y6Yce6i7SUY9Yt9y8qAL3cfO0kBiNPMrvnWZ0Cd8P3j1dPMDybd8gWzywGiVbQ7a4n5Xbv4FZmWeyNUWr1iZLHYgLe3Wn0yFJnFmc1j60tAJjM4ytBBZguLsPHjjIK379NznntLPZNLOB0088lZ9+yjP4j6/+x9E3YA1yOugQ7trNS21ytHWaKeMzbg8GA9I0JUkSarVaIRw8Wrrzzjup1epcd/31Qy3U2qK1C0wSVSNNhvpZCjCUVYDQaqpONrjkJy+n2Zjif7ztbagRk9GfffozmWlO8uY3vLE4f/7jP/6DX/7lXz7q9vwo6eqrr+bBD37w/brnH//xH3n961//X1Oho6BrrrmGpz71qWzfvh1w4ysq+0+SJOzYsYM3vOENQ/Pkt37rt/jgBz/IHXfc8QDV/P9+OmYO9wCQGHvKHYHW2snuq4yQb8dL/C2UUY6sdIk1K0y7yQMj4DZZpxjwEmyhCjmXi1YjRs95tMmQMsIaSFTN5RPx9yB9WGmfdFR40wJrqeTLOWInVKSZgfP1nytaFFt8LiWVo/5AR+6zMU+2tmBWRk1UBLLoj6KIcOCJsrrhDizOJ0dYB/qqUuQAKNck4w4hW3GwzmVpPlgFfRUA58BYyfQ5QOt8g3IjWcEd5n0MNQlSR0R4ySWaXHSxwmWtxyq6Wcb392bcMpAQEv+FyVGpf9UHIZGWizYYjK0jZI5UEm3KQ7zSe45BN6IM12ylS1LrgZvRIFQE5EPjFRQttpjtoWTfJ9qFjpc2wgqNFTm56qN0HROlQ0B5WGs6XMOh5/nrnEnT8DXSxBiZDXFpwXxMjCuzkm9KWDXM/IdmSIMWA4zNUKZObNpo2R0BCiEwR7Ufqr/aSkJl4bFQJTdXYUZZkfoLi1EDUCkhp5HM69T0lKsPGqxAmhiJ8uH3vWDFAzXn25RiRA+BJDJNFwVPdjxQDOA/tHdtMKd0HWLD5779v0hokckOc5ObaYv1LC4ss37jDHcv3oxWy1h9AlK00bYHInd+dRofLIHC107gwSGlEGVNxn8sCKGYD0P7kx+HYGIsjR+bYh8L4Lj0kBr/yByBQNrEBcQYQ5oUlKSWTzGQy87MUQyXUq6TtdrlBAYYs/Z1R6C8t0TnrhvGbLjDnSaFoHf3d8mnNmBrkyRJQq/XA5z2RypFnuc0W03yLEPFilynmBENkBOC+DYJeP6zn0uapvzp+/6U7SduZ//+A3zhs59n/vDh+9mS8JDKYFofJAHrzQ0F2uTel9GFrs6y3PksxTH1et3d9gNbfIihVyF8RgZhiSJ3DuR69RqxFtJcIoYCyFQ2rDF03HHH8dd//bf8xm/9ZvHdvbvv5Quf+zybNm0KJQOwfv16lDq64BA/KAUQ+aOgdevW/dBlZFlGHMf3+75ut8v73/9+PvGJT6z67VOf+hRnnXUWg8GAL33pS7zoRS9i8+bNvPCFLwRgbm6OSy+9lPe85z380R/90Q/dhmO0mo5pgh4gqkoBfpBwm0f3EDyj7STrRb4dcMy0dsylC0QAUpVMmGOUzRiJZCm9LsxB/D9tUpSSaO2Ak4icdkJIU4CegkOoSiYLqevqc3OcRHTobcHwm0Iya4Y0QSM3rwkoGTocqlqk4vfK851Vlhj+rXJfMa6BmbQUfe1y3NjCL8pWNTLV51X/Ql8HJ3SD06oJU9F8leMxzLk4cHuoF/Ote5t89vZJvrRzgusOS77dX+LW1Jk93ZStcEu+QpeUPO6wqak5d7LGeRNTTEeSb+4a8A9ftXzkC3VuHSjSbn31DjKmexux5YmnLWKjZepygi2zJ5LEzu9D4PrRmfOJInobQ/l0jANt0jvnK1OmNg9ai9A3dqQSfjyMCRoWJwAw5FgMWvSdZsjUhwfyPuQUVdO3IOGvStslCkW8ZlLXsp4iyJYrl3ngIHUJXCv969h0TSa75KJHbNpEpoFEFYEOItNA2QRJHSEiJ/wIc2O4EgSNYKHBKzSqo/UO891iRE6mnOmetSB14kC16NMXCwzEEqlYZiCW6Mt5+mreaXnUgEjUSGwbo1L60UIBgNxcL59pcflgJMPMlvC+UzQH0HCmglm0zBJ7mN7QoF6voZRiy+atqMiQm3liNQfCa7bBCWMs2ExU1pn1WqJgssvQlFjVFaO/D61Bhn8YvV345xQ8bmUsKnvX0J8wZGKF2LaLMRuaGn68tOiTqRVqegplkxEtUEUg5udt2Q7/ixm3h+D55wDfxao+CG8H+3aythrJ+f1FygU70HnGwl3fK3LohOhvKysr1IrkowYZQ24GJQAqigwJol35iwsLfPXLX+Hq11/NIx/9KLYdfzwPPf+h/MYrf5OfuvwyAO7atYt1rWluqJiHLS4ssq41zZe+8CVAsDC/wC+/4Jc45YST2DK7ifMf9BD+5kN/Xdw/057ho3//D1xyySVsmN3MBec/nC9+6ctY7czglFLccccdPOUpT2HdunVs27aNF7zgBRw8eLB4pjGGt771rZxxxhlMTEywY8cO3vzmNwNw2mmnAXDhBQ+nUZ/g0ksu9xYagg996K942MMuYnZmIw8//zw+dO37kJWor9/65jd43KMewXEbZ3nkxY/m29++fniARkfG3/rEyy7l0KFDfOWr/1mM1v/8m7/lsY9/HHPr15eTgNXmcEII/uIv/oKnP/3pNJtNTjnlFP7X//pfQ8/5/Oc/zwUXXECtVmPz5s1cddVV5HkpvHnMYx7DS1/6Uq688sqC+T8auuKKK3ja057GW9/6VjZv3szs7Cy/9mu/RpZlxTWj5nBCCP75n/95qJzp6Wk+8IEPAKWm5iMf+QiPfvSjqdfrvO9972NycpKPfvSjQ/f98z//M61Wi+Xl5bH1+9jHPkatVuPhD3/4qt9mZ2fZtGkTJ5xwAs9+9rO5+OKL+da3vjV0zZOf/GQ+/OEPH1VfHKP7T8dA0ANC9081/gNRkMwbUTDfKFtoDUSclwyl9f4kISpSZFf7PNiRsqsP8Yd2mg+I4pg8z0B7KXIw24JS81GhqkneUVFVMFcwCMabilAxUfGhv0d4Plup06qiQ9nVv6E2C6+JqfAMa2Q/L54R+tAIENoxWkKAkZ7XdId8xThqfHlQmr1RAqeimgHwFUNii/6SUrBrucE3902we7lGN5Mc7CtuPdRiz/71KOO0ORI4bDN20uG81jTb4gYWyyCzfP5bbe64fYZ+X2EiSW2q4xzIx4HEANQsSCwXbF0mFn1yBjSaDWaT4zFpMJFUnsHzgyltGYWsmDvVAZFOw0JeYRBt5S+AQjv058zASmbfmT+5T5nqoEyDWLedCVvRHMc1jDdVrTCyDkY5h32bEJkmiZlEy34Rrji058gD7MfLmzIZUTJ8Yty1OGf5gVwGI4nyVgHmpK2RmFkaZjOxnkLaGmJkuw8BJqRVpXwg9GcBKKt1X70wNDmpWPHAZ4Xc9tFWU/hIBP8nn9QxNi0UMVm8TC56Q2WtbqybTMJGZT8bRWQaaNn1PkNBQyvo9JeZT/cwvW6ChcPLzDQ20K61yc1BpJhykeJEAnizXIHzhwxhv01lX/DrVlbN1NagkKy4WM8FMB8BMgFYrN4GSyC6SnAzTIYMQ0ZM4wgVAi1T0miJmpnyc7oKmoa1+KH/gnxqyN+nLHJVF4gx703WJ1s6MNo4/2yBkopIufE0xq3D/sIesn6HTqdDHEdMTU8hpSTPc+rNBG0y8jxzgXfWqgBOnNBqt2m12/zrv3yMwWCwdgcNtWr14L7x9ddw8/e/z9/900f5j299jbe+/Y+ZnZsd6pQ/eM0f8NKXvpQvfOmzXHjhBfzMT/8su++9F4B+v8+ll17Kueeey1e+8hX+5V/+hX379vHsZz+7uP/Vr341b33rW3nVq17Fd77zHT74wQ+yYcMGAL785S8D8PGPf4w777yDD3/kbwDBRz7897zxmjdz9dW/x3e+85+89nW/zxvf8Hr+7m//BoBuZ5nn/NwzOfW00/nkZ7/IK3/nVfzuq16zRj8MUxIn/Oyzfpa/+dBflyDor/+G5zzvuZWr1p6cr33ta/nZn/1Zrr/+ei677DKe/exnc9hr33bv3s1ll13Gwx72MK677jre85738P73v583vOENQ2V88IMfJEkSvvzlL/Pe9773qOoN8NnPfpbbb7+dz372s3zwgx/kAx/4QAFofhi66qqr+PVf/3VuuukmnvGMZ/BzP/dzXHvttUPXXHvttTzzmc8s/BBH6Ytf/CIPfehD7/NZ3/jGN/jmN7/JhRdeOPT9BRdcwD333HO//YmO0dHRMXO4B4Csj8dfzdnzIyk3FGd9+QSmUmNzucoevGSUfY6fIInVDJ0TxZFpS/wRNkPjT3SLpZ/3mWvUOXxwCUUDhDOnolKvEH52HE9x1L1R8q9luwOj4UNsMyLJXh3u+P5XoGre5Z7vpPhDLEW1DFF5U2HsimzeZq0oPmMfjjXKgaCq1Dho2CqPsgb+/aYmy8sNYttl64aY+ahOpCztxAWtWNYZ1ljytEGv66TjzVqTPO2QYtiVddkUOW3NV3fBrYcE65qChZ4iiwRSBV8mhdUWqcY0REA7yZiur3gTDogbcHhwDzJNiKXxQQM8c14J1T3KCFpcX0V5EyuNAwh+Mg6Di9WDWIBwP0m0yIhM00VqwGk1UrXozcuaACR6ytn5C+9/MIKIReAYcWZvytQr1xhy2fGmSEczq904BvdnaRPH4FfGdgxkL94ZclIffU4ISJjEKkGcbEOJJja9C6EFloxMuHqFiGtWaISNwAdHqOCr8tnGQ/TqXhD6NQgdCkDvXwLY91WVAiLqKBGTRStuXzgKMiJ3EfwYgHUaO0OO9vUVVhI0RtYa9s7fxRmbN8M8dBdStqw7kdv33o4xXRK1lYHpo41GhLHxoGBcmGKBD+uPKMyIS63HsCamMJ9bNViVPajo0PsWgjnzyjE/CMjoUDMzY0FktVwjU1KxRKzbWLXkQfUazxUMh9Q/ShIjH7Llw2NAnCiTgDrHRizWBwpwAovewj7aG7bT6bjob1IKoliS5YPCz8aOPq9sNAHBxZHiXX/2p/zGS1/OB97/lzzowedy8U9czDOe+dOcdc7ZR92ue+6+h3POPZeHnHceYDn+hOOraBaAX3rxL/GUpzyFOFG8453v4pOf/DR/9aG/4nd+53d417vexbnnnjvkh/K+972Pk08+mVtuuYXNmzfzrne9i7e//e0897kOZJx88slcfPHFgDODApidnWPT5s1gNRbNNW/4Q9785mt42tOeihCC7SeeyE033cy11/4lP/Pzz+b/+6e/wxjD29/5p9TrdU4/40z27NnNK3/zyqNq93Oe9xx+6id/ije99Q/5zre/w9LSEj912aW8+Zo3ua4+wr1XXHEFP//zPw/AG9/4Rt7xjnfwta99jSc+8Yn86Z/+Kdu2beNd73oXQghOP/107r33Xn7nd36H3//93y8CKZ1yyim85S1vOcpRKmlmZoZ3vetdKKU4/fTTufzyy/n0pz/NL/3SL93vsqp05ZVX8oxnPKP4/KIXvYhHPOIR7Nmzh82bN7N//34+9rGP8alPfWrNMnbt2sWWLVvG/vaIRzwCKSVpmpJlGb/8y7/M8573vKFrwr27du0qfIqO0Y+OjoGgB4CE14jYTFRMzoIaonqhKF+PQnNktb/UUIRgLm6VPm+NL9JgyL1jZ4haZa0ozGaciZwtc+FURdW2EFy6fDTe/CvNU1TkzBqSqEUcxeR5WrTNOd6HNgUAVkEVI18dubEl4xEkuEH7MAx+/OdK9dcsci3GY+gCsD5a2jgh4pADbDi1va1/kb/Uhg6s3LwWsxzaqV2YbWsq/SVLtBD8P/71phmWFhXZsvupxwSDeUE8IZhuSJq1GsYKTL5IJCVawsqKs1tPRJ1Y9NDWckfaZVNcRyC4/h6HF9w5JcGAziLqUyukK9PISGC1RVSAkBCAsTx862GfXwOEkCx2DxErhakb1KDmHd9TwvwjABYLo1pIpRsIq8jjDs6NSVT6bUS7Z6GYd5VKWZwpmetyWWhbrNDkqoPFSY9z2SfKW0gTo0Uwq3DlOfxQriVrLbnsFmGmi0vHvR9D5cr3sdKswsi8aP+Qid+YbWK4/e4eKeqoqA1CoRFo3UdoSy2bJpddtMj8s9wRoHFgIqz9oMko+7J4SrGeCuUQ4fo12icEihrK1NFRzwH5Ym0coU0CrMxQuuUBUA1hlQudHeqCq6/wY7vSX2K+v5ep6Q0sHF7iuB0baNb2kZkVErUNKfaiTR8r3ZwLe+RQT3rA7jRZoQ1lW+TQuh3ZmgvBTEWzW/hkhsaGuNuM3CjCg9cmge8/gyTCkI29LNRJiwFIQazbpGrFa1DHgOvqmIbaji6nMbVe9Vw9EsTCa39AYI3BWI2U/gzxpRpjSAddavUaxmiMyYlrCm0yB4BsWB1DBbt9pRBMBX82y1Of9hQufeKlfPXLX+EbX/8Gn/r3T/KO//En/Mm738kvPPfZjKdi4MAaXvDCF3DFc57P9d/5Do99/GO57EmXc+HDHz605wfzJqUidJ5x7rnncvvttxPHMddffz2f//znx/qi3HHHHSwuLjIYDHjsYx97Hz1a7Dp0Ol3uuGMnv/IrL+PXfu3Xi9/zPGdychIE3Pz9mznr7LMLXySAh57vNAtai7EDWZ3/5zzoHE46+WT+5Z/+mS9+4Yv83M8/iziKEOGAHpfkz9ODHvSg4n2r1WJycpL9+/cDcNNNN3HRRRcNadQvvvhiVlZWuOeeezj++ONdXY9CYzKOzjrrrCEfpc2bN3PDDTf8QGVV6fzzzx/6fMEFF3DWWWfxwQ9+kKuuuoq//uu/5oQTTuBRj3rUmmX0er2h8ajSRz7yEc444wyyLOPGG2/kZS97GTMzM4VZJECj4bS+3W73h27PMVpNx0DQA0BVMxGbhWABtjgDx9/D8OEo8AdAhVEUFCGaR8mBoXIHN8b7SRhbydLuDYVGooaJUMDIERiSdVprqcUJM+1JmvUaQkiUTZhqztDtdUJVCUxHYJhE+cNIuWt23RDzNRT9bQQAHdGspNqUEQassIYpurUCoBBOeyM9yhSjPVIpt3KPwPsBjfKxQZOzqom2zLHjuHaE9NL4TEIuQOkSOPo+/debplnpRaTLjjEIqZpE7I6whRVDIwIpddE/Qhi0j1SXZXlAjQVDYRGsDCBWrl6RFJi+pb/cpr1hD4OlNkZHSCUwusKQaMtDNnVpKFMBNZJIKWIVo6ShZ/uotImwCh3y5njmqKpxEFa5iFcC8rhTMqcjMoLCrXy0Sy1O2aRD8wyaDGFi149jxs/IAYNoQKTbWJE507bwswAXQl54ZvcHSyHoynP/j4YZcZogKt/7aF1Dk3oUabkxNdYgTJ80u4tafBJKzgApmNT7RbkErljrfG5sRGQaZKLn2lINSoGPSiZKbc/w+qMSLtozq0O+UorYOv8krUqg6MyvvKGjKe8LgpogZHCA1aJsHWljctmjmgfJCgcWI5uQC+czsm/hLk7ftJnFeViZH7B5Zgt3HjgEREiaSLmMpjfEEIZHh/nngNDq4C+jGGW0T1aNcAE2ygm7aouAQgCw+oljhho3P0bNG105duSzQMs+CEusW6SigyUrrwub0ZH23NE2HeEnoaJi/Jzmx7Xb+fI480KtTekDpJSLTCpjdJ4hY8j0wJ0t9/G8cv35dVTRjNfrNR77+Mfx2Mc/jlde9Upe/qsv483XvJFfeM4vIAvhgvFRBiBLh8HkT176k1x30w188hP/zuc+8zme/qSn8cJffhGvf9M1lLnMXDlpmpGmKVJKlFJYa1lZWeHyyy/nmmuuWVXvzZs3s3PnzqPr7qKx0FlxTPC7//QdPOyChxZKKWMFxkT3iZ/TXNLPJFJY4mi8FYIU8LznP4e/+LM/5/vfv5nPfeHTWKv9vmrDDjuWRoMGCCEwoyaM90GtVut+Xf+DPntctL6qD9GR6vOiF72Id7/73Vx11VVce+21vOAFLxj22xyhubk55ufnx/62bds2duzYAcAZZ5zB7bffzmte8xquvvrqAjgFk8L1hV/WMfpR0jGfoAeCAsOOBWlKSb8d2cSC+h1GGN6yDCwu9K9nlEutUomoRPXjiF+EcJwGtahGHCVYa1xggUo1hpzAKSV4geIoJoliIiGp1RKUVCwvdplpbVgtZS2ESSP28j5srznCXzUkrTGVQAjGM+xVAFTpH4a6xOdZqCZCOIJ4c8ivpMRwqxiHYcf4kQJFJVBCwbmHuo48LwCB8MwQ+Y7gY+SCTVgsgxTmlySdvjuaBiomW7aeGakU6hk6Y2Gln1NLYiKpvA92aSYZJ5FXUAk2xM63RAhY14I0d4xNK3GV7h+ISZdnmTnxHqJal7xvMAPQA0BnXLStyynre17wHeah9wmIEpKkTlKLSNUy0sQIHbtxtmaoa5WpEesJjMzI4o4HHMEksOw84TvfV39oHIrhqABeLVKXT2W0/ysmXUZoctlB2RqRaVUc9J0ZmUF7v5Qq8K7Ml5GRHX4tWeLSad1/a4VnAm2FYxbV6q8qq+oTZWwGGvL8MFm+hzjaTKTWo2ydPOqRR10yteL+5DKpWkKgSMwEQierzHSttRhdrr2w5gpNrEeeoc+FBCkiYtukbiYRSDK1jJbpama+0JjYoS4qTXWdBjnWLZcPSZbRzhxQsuSqS2SaSBsjpGS5v8TiYB/TMxPMH1pkXXMTk60ZnPakgVAuznk1zPya2pzwx2oaoygboTKmuqAKdVdBq6H+WEVhflQAi8GHia/UOTDFDgi7v1D/nIELoqFbSF0rKz3iNznatvtLtck5lFQoqRAIjDYuUA4hYqbX2lmDlI5RFVIyvek4DE4LVPXpG92/qazz0b4TGEQRNaY4VMBaTjvtNLqdLtZa79sD+/buLcq84YYbfSGCkAhsbv16fv45z+bP/vLPeeNb3sQHr/0g1rqEsgDf+NrXAUgHKUIKvnPdd3xAA8tDHvIQvve977F9+3Z27Ngx9NdqtdixYweNRoPPfvazQ33u9kBL7KOiae1t061gw8YNbN6ymZ077+Skk07mpJNPdq8nncwJ27cjpOWU00/ju9+9kTTrFeV+8xtfK4Y604JUS7QZnYOu6Qp41rOeyXe/+z3OPPMMTj1tB9aEPe5+oeUhOuOMM/jqV786NL+//OUvMzExwXHHHfcDlfnD0Pr169mzZ0/x+dZbbz1qTctznvMcdu3axTve8Q6+973v8fznP/+I14e5cDSkfETENC2jP954443EccxZZ511VGUco/tHxzRBDwBpY4rwwKJqFqYVwktniwNPCC/4FBVNdOVk8My8VOOZ6kBCgJW2ouVxh1EUOyfVqeYkqc5Is4EHSN5kIxw8VD+W7JiQgqnWJI3YJW8U0tl6LywssmFmBqUi8rwqbbfFgT3K+LgXMXxttbkMS6OrpnBlmf61rPIwGCz6QxT1F3Z1vxWaqrHkpP9B8yBwdan2S9EM43M1VM22qsxtNb/NCC/oAK5woKfI/i4YZPDdnXV27U3Ic2emFs92sRGYjFVBJvK+QTUVSEi1JqdPLNx7oxVTLWfC0stzusYypyLOTqYY+OADD94G9xyGLAcVGerNlN5yzOKdLerrE5rTy7RnFzBacUK9wXlTbaSo07GdSmdCPalRT+pEKsJYS6RcBLS+WaKm2yAFmeh65laidANFDR31sKoa6teL7Sug342Xm7mrBrOQ9IfOFRhypG2XzNnqIQZCFLQV5y+Ut535nDBYoR1TPwpLKst56I1HzhYxMq+8GaAffOvni8WUZlkeKLi55hbhOJDlgJMgZ+BMx4wgN4tEpo+ggUUO9UUBuL0poDJ1arpNTs/l6hl9ghdejPJBorJHCARSRNRsGys1mVrBSj0e/IwslfA9lT4qNEIicyG6h5sM4BLG2ozETJDJFXI74N5Dd3HW1s3Mz8PyoQ7Hr5/j5l17kWoam+/BsXu68kyG2xWAWLHsKteMblFVRt1/V2iRRq61lYuKMOXFN+M1QeO2ISMGJGaKTHRWVctW/nMvbn5lDNDCkJg21gUnH1Oyf+YQMB9HdqjZUkqSuEbSWkc2s5Xu4d1lQRUQaUzQAmnnE2QstemN2MiFv65qE91Wv0Y4+Uo9AygRuKSUL3j+i/iF5z6bs84+m3Z7gu98+9u88+3v4KeedBkIQaPZ5PwLHsbb//hPOH77iRw8cIBrXjfsoP/G11/Dgx/yYE4/43QGg5RPfPwTnHrqaZhc+GTB8Gd/9j62n7Cd0047jff+2XtZmF/gec9/DhbDS17yYv7yL/+S5z73ubziFa9gZmaG22+/nb//+7/nve99L/V6nVe84rd41ateRZwkXPTwi9i3fz83fPd7XHHFFczOrqfRaPCJT3yCLVs2U6vXmJya4NWvfhW/9YrfZmJyksdf8gQG/QHf/OZ3mD+8wK/9+kt55s/+DNe89nX8xstfysuv/C3u3nUXf/qudwyPnIU0F37c7Mi5COtmZrjtjpuQSo7fG38A+tVf/VXe/va387KXvYyXvvSl3HzzzfzBH/wBv/mbvzmUWP3/FD3ucY/jXe96FxdddBFaa37nd37nqMNfz8zM8IxnPINXvvKVXHLJJfcJ4i699FJ+93d/l/n5eWZmZoZ+O3ToEHv37iXPc2644Qb+5E/+hMc+9rHOvNHTF7/4RR75yEcWZnHH6EdLx0DQA0Gm3NyN9ZJgcMxVXorwReSjZBlbJGkszMmt8GYEDAOVQGuiofLAMBiSqEaiYpSEhqqxLBW5zink1L5yIVrc0FnkBLE04hrTrSmatRZxolBK0ev1qMkN1OI6Ou8UB1oh6TZQoLoKw7HmlmuHGb/SDK4CgHzxoxqAISn76NshzmG0ryjzKgUEWDj2yNLFSjqGfMipurBNEE5bECS11XEp/LRKAFuAQ8L7EFjCMY25Nnz5uhb7FhSxMsSRxViJEHXPjeB8wyrNMCnorkU1BVpolvspxggwCSrKqE84dXvPdJmIm2xSLSQwIxMya3jE8ZY9hy3fusfQ62usFCSxJe8a7B5JbTDJtrmIMzZDo+4Boo6JqWNt1/WeMN5UxEk3c5OTZs7m34icgVymbqYBQRZ1UMYla83iZWfeKUoputOgBuYoHKDjTR9CbhbXoaU4vTRhE0XfurJFORb+mQEkCKW89kggTYIydXLZw4jhHEMl2aHxDd8FgF0da/dMizSxY1CDM7gPfx7mQIhEVt4fyizXgUF7bZAA1cfqjtdcpRQmVMIvP78PWWHIZR8ZaSJqRKbm/EnKlvg+C7mx/HIL+4MQSBsT27rz25I9jEpLjdxaDLUNy7a8wNoAEEDaCGkisqhDmfdsFD1ZtHImX0o30NbQSRdYyvYzMz3LoYOHOXHmRGam68yvZCg5gdbzw2NTFCkK4An4cSjz9xTmVyOMo7XlvhPmQmhTqdUKApOy8lUgJBCr9q6hAaiQsbnfm8TqH4uLKOQFvvJom5KLPhE10jEgaHivFCPvRq6lBD+1uAFGkKUZyeyJ9Ob3ehM46zU+tgA/xmumrbUgBc1NJ1Gavw2Xv6oDKi8F8Av7qhS02y0eev5Dee+738vOnTvJs5wtx23luS94Hr/xyt8qGvjO97ybl//qS3ncTzyaHafs4Oo3vI6ffsrTi6clScLrfv+13H3XXdTrdR7+iEfwvvdf6wI2eN+T17z61bz97W/nhhtu4KSTT+IjH/0wM7PrMNawafNGPvvZT/N7v/dqLr/8cgaDAccffzyXXHKJ18pbfueq30VIxete+1r27NnDxk2beP4LXkiWW5SUvOWtb+UP3/QmXve613HxxY/g4//+cZ73gudTbzT4k//xJ7z6Va+h2Wpy5lln8csv+VUA2u02f/v3H+EVL/8NHv+oizn1tNN5zdWv4xefN+wLpY2glwkiaUmi4fkjhGB6egbtx2/Y1/IHA0Vbt27lYx/7GK985Ss599xzWbduHS984Qt59atf/QOV98PS2972Nl7wghfwyEc+ki1btvAnf/InfPOb3zzq+1/4whfyt3/7t/ziL/7ifV57zjnncN555/F3f/d3vPjFLx767QlPeALgNECbN2/msssuW2VC+eEPf5irr776qOt2jO4fCftfHqv5GAVaWlpiamqKq975i9QbtcBFIIWkyFHheRSrfRLOimlKOCwLUzZRhoddRWsMq7CSMyYex/WHP4URGbPtddTiBCEUUgj2LxykO3Dhj11wBOktBARKCZ/d3DFE1oJEsHV2E3MTc0w0W6yfPJnvXncPhw8tcPxJm7iz8x32z+8tTmJrrEt8SZnfxlW32s5K/St23gXPWJEiF8CiIpasmqYNmwSW/SRRnH/cE/nGPf+Gsfnq7hqRhAp8MjwhHN8dsstLXZogSj9e1jOYRoBWoPKSEfGMrQimMsYzykq7hI2yNE8ryvD5bayFO+5J+PpNDZo1SxxLIhUTRwmHosOYpE3/oCFdsohouP7WgqoJNh2XIlSEFJbNEymbp7toZfjJucv40sKnmE4ShJUMsgFzImZTVMNg2ZWt8M09KffsrpP1YiaalhO35By/KXfaPyErTKXFakWct8htSia6WKmp1Ro0a3WstWiT00/7ZDpDSUUtSshzS6InyXWGRBUaICcpFEU/B0uXqsYrmNAMI+mSCbXWujDwIYmnENTNOtJo0c9FW8yLc9Y9gRvnP4UVppg3BaatmA9JGxPplk+62kPb0il8SJI+jk8dAd9hbsemjbWGXHWL1V5lpofBAoVGxerS9wogoY1UEuKYRv10DIvk6V5kDlm8jLEak5uCeZdSgJFu/gpQJiHWLXbMPpTvH/wqxgazHM+se2k4wvUZQmDJ0WqAFqnrZ8/0CykKv8Oivd7EzujQ96JYc8F0VBET6xZ5VRM4Kkgo+lv4dedyQBmTs35qM6euu5Cdt95De3KCuePX8f3d+8h0n356My4IxuqyrDdJclpmx5wrEfOg2Z/khsOfcsKLUJeiUWt68xRjFcawitetCfPTj0Vlng8pEYt2hhuhYeboqUP+7AhmZpW90liGBWTWW5JKanaKVC5jpS4EUKPUqk1y8WlPZutxm4niUl7ajKbo6xWSuEaj1kRYSbfbw1pLFEVYa8mW93Pg5q9irUZKd7YgQiAdF7YfAdMnn0d9ZtPQc4f2fwLAHHkf9lzKpRSEVFYIrHDBGKrSgrHCsDXIra0grPPiFilIIskdt93GuQ96EF/4whc455xzIFFFkQIvEwvnc/gnZKHR1dZpfPPcom1hzIGxtgjJrn3k0EhB8B8uAXQJAgMZnzA1WISE+SmsD/OOwBgHvsJxGfaOWgxJVO0VB8y18Wd0mJ9YtLbcccudPOQhD/kvT5b6o6SLLrqIxz/+8atCcv+g9Fd/9Vf8xm/8Bvfee+9RJXT913/9V175yldy44033i/N18c//nFe8YpXcP311xNFx3QWR0v9fp+dO3dy4oknrhmUItCxXn0gKOTukd6/Q/owyxU/FSG1M5PxpnBVaXLVWRrWMOepUhUghIPDSJBus2skdZRUGGNo1Gp0Bx3nMC1khSmhFLtVyo3jmCSuoVRErGIgJ07ctOr3c5q1CazYQziZvXy1ZN6CqYT/r2ru5p5RPQxt+ZVdfViO+oQUB5N/P46puC9yzJVEekbOad4sLqundvl+RBC54oIW+PZYYRFxBkb69D4e0FhVSo2VY7bE0DN9EYF5Fs7JOFE1Di42iSPBVLuGRGGMRaeGqf4My7MpyZQg71lMRqk99KBBSsujTruLhBmUG34PZJ0ZwJSw6MxpbpSAeXIWtEaYBEuL87afyCNOPo5M78HqGCUnkCpC6y6p2U2uD4F1Ji1W5FhliLMJhJDksg/USHNFrnsYMyDTLkJZpCIsPudMtIiyTaSO6NNHUTLbw8NmXdj3yIOuYm5UwLPXnLgTXxSRDsu5Ff4bwwgXYubKpeG5wv1oyEijRSLdIM7bIHpOe7IGj1U8TtiCsaIyp4VVCK3IZM9now8TYmgBlwxO6JMKZ+Q0zBKJ8/mKo3UoNQ3WItUSZAMPIisBDnBMmcAWa1yLATbyZqzS+VY4nw73TGkFEkUWrfg6laHbRbV/hwQJojRJDLxaWJyWAnCE2yLbIFd9jEzdvlVgpfF7XuiLwPceXjpIvr5Do1lnZWmZ2d4s6yc3c+/CXaw5SEU3j5qqrXUd5ViKkfdDl1bGUJZ9L2RZuHUdW/THfZELjqCw5CPf+zdr8FpWGDQpEQ0y0aniiWI+uKqu7iOl3N4+0ZxGycgHFHBa3jiO6XQ6WGtRzVla2x+GXriLbOUgeF9TJ1CT1KY20Nx0Ekl7GmPt2NEYpxUTY7qmmGaVZVX+WL1aDLVz+M1IUBWLM0UGb+ItSJQk96GMASLP/Fb3Eysc9pTCIr2wJehNrXXgxljQ2pZg0N+vpCiCGgUT7dzLHorzIliphzONEuCZIKCpnHtKOkCGFS51n4VICpT0gAiIVMVEt4KhpPBnm3V+eda//neiwWDADTfcwHe/+11e/vKX/9Dldbtd9uzZw5vf/GZe/OIXHxUAArj88su59dZb2b17N9u2bTvq53U6Ha699tpjAOi/kI717ANAxhqMyiobj4/LNuKsWDDyVmBz6SXBEuH9SKwEGaR9QzeF3ZjiVBAyMB/+s7JgIM0zgsO6EIJmrcGCVORaU0saNJIWmRn4zS9oJHzwBGlRyiW/Uz7ql5SWZsOZZpnMsnXDSQyyPr3BCr1Bl0E6cBImIypSUF/fIUDEkIlPYHCGDqoRGjK9ER44Dp3w1YvHFTAsLRTCHQRSRkSxREbu+cYYF3nGM7RVE6qiskEjEnxXVrHw4VrX9tEcLEJKalFMrd5ksjXNdGs9TTXFV759B5FYQaeWzGRYC1GkqDdq9Pv7yWszNDdKBguGvOuGDAm1SXjS6beSSphSzmRRgGdA3HOTSDlPp2AGhhtrqwZYLZH2MFJsp1W7ACEVwmtoHINzOmm2h5X+t8n0QSd5FDlpskRsWzTNLNLMOIdts4vcuAh1QkinLZNOI+ryDQ0wxmvErHPCr2pWfM8CGptTJrusaATLcNElwzlkllaJvnckftOVUnJXQ2Zvwj0nV12EiYl0EyEVOb3hZw0P+kgdSyZKmgjjgtcP3xaY/xFGpXDqD37gXnigiAHpTOKsQIoGli7Cxhh6/oZwvQv5baXwQgRbtDOYDGrlEqBWm25Iic0Eka25iG1yWGM1CoBCfw11n+PNCkwYgIfrOglW+vDpo304pmvDHhKYSARZlrFnYReb5k7h7l095g/Os+WkMzm4vIcB0s/v8vrxJo2U47aqOavnxJp+NKJsWzCzDPPHPVsgpHFrL+CgcVPIlueCETmxrZGKqgYyrN1yACq1w7uFoelTM1NYmxS+bQU2LXBBCRDiKCGJa8QyIR3kZIOcXLg1nOcuQl+SJEXKhEajwbqN2+hPrcfmA8gWydIuQimSyfWopO4bU50movL/kajC5fsWDrWxmGjlojlSmTaA8CJ9Q/leKIuSgkgIssGALMuJvVYspJjQOphQutulBC3c6hFBg+PXhDE4U2QBSjmQIjxwcqjYgyNVOR6qdfNtKQKfCYGU1i8ixyME7FsNyZHl1p/zPhKoT2YuPQi3lf2wCHoCXosHwufiUvbo8nv9uNDHP/5xnve85/GUpzyFZz7zmT90eW95y1u45ppreNSjHsXv/u7v3q97r7zyyvv9vB9FnY/RkekYCHoAyIVYLrdtt10Lr3IOG1dFG4IApQsb/uCkK7RCY4Yd4S2O8TXSAR9JYV9vjYCQhV5ZMO7AFVIglUQZST2uU0vq6F4HKRVzkxuJVIS2mWeMcnKj0Tpz+YDihLpqo2xCPpCs5D3HzArB8tIy9fosx9XPhmaGSCydwQLznUMsLB+i0+mS5alr0wg3WtX2FADoCNxq4XYQzgpRHgClxHaEiR25370KBBIlFXGU0Gq0mZyYYKLRIo5rSKnQxtAfDOgNOix3lukNOqR6gNaaIhGqLbFYyYyUTEXJyvux9JL1Rq1BuznFdHMdk41ZlK6hB865e29vnnakyXKDlDFJokiznDiRSKWxS7PM1u5iJdmC3KAwuQO6NQyXn3gzZoPiS3dsZGVlitkWPHqHYeOkRms3gSaajXJ+lGoGtLEMBqDERuJoI0Ilw8yekEhq1OUJWPosdr6KEJYkioiimFyDsNMkYhvZ4G5i2wAMwkgUCVIKFBFKaqTKMSrDCOkAUpCAjtEIOrsRMcSsDa2r6pwJyYMDRi58MdaeVI5HC8yUZ7IrouYwdsYCIsUoQ2yaxLaJDqGcxfC1rj5jNBnW5ewxIh/PsYW5W0GCpdbUUgVACU1SuiiREMkpwGBsB5kbMtkr+8UGhlv45M1FBVfRUM/6xZSrjmuvaZHLLkPJXW3l0jU40CrDXXp8eQbRJqwZuqxaQBUYVj4HULj30F3sOPMcGvvrdFZWiHSX9TNtlnuyzFlGBZCWX/hX6cutruG1Q1mvFdyg6hcUAGj1gdabSJU8/Or9btTsORc9anYSKZw/VBACBWBV9kUVefq+wZDKFWp2Aot2wNsCGGedKwWteps4imk3pmg2WmRZRr83QHqBWZ7n1GoJg4Hb++r1OrVajSxzZ0OcxLTaTQwNjG0ThyhjxQY53J77Bj/VC0NHjblTCMaqwSrYKJD1azqYkzmE4V5l5FICSCtI+wOMNtRqCSefsoP57pIbn1QjpRN2+WErQNGQ0MLJigDhgFEwfQ9CtEq0y0LLE84/SyHoKCypPDCyNkT59uUOdYUryPh7k9jppKT3SdLe7DPTFvLhkzEYpTj/JJ/sVtyPMfoxoac97WksLS39yMq7+uqrj/nn/F9Gx0DQA0DteIZ6VCNsiG5n8tHiEOQmI9WDwK2Bl1ShyrxATnpkMdofcsKJ/EVg1JT20sfKASzBevMia5xqW3tbXyUkQgniOKFVa9If9FFCUYvqrG9v8Zm7LcZo0iwjMxkaAwPoDxSZECzJFCk01qjC7nV5uUOaDpxjrBAk9QYbWzvYunUHPb3Mwso880sHWOksk+p+sckazxSIgjkZZnBXUwl2AuCpMkglc1Ne7vqxtNmWKKIoYqIxyYZ1m5id2EAiW5hc0O32yLoZWguMNUQ0matv5LhNNTQD+rbLwsp+FlYO0+kvk+Uh0pHjOkYZSMePCxJVo1mfYrI9xczEHPW4jdAx3eU+8wf6pOkyQkmazTpzG6d5dKPGrQdvY2mQMhU5sW6aaqwXq19+zsVs2HoHK8t30PJS3+XccPuK5Ia7Jzm8OA3AniXBR74lecIZCRecIKADE40aQxoMf6qnmUXaBMGpCFUbK+0OOoQ4Wk8zOY1IJShpiVWMNQmW9SB6TkuSgdIuQlyKS+AokcisTqxrIBQKFxgBUTJOhbS0Opgi5E0aM+jVF4NfPxSS3wJIeIZlLZBtRyZPIY1n+B5LTiZXiE2TyLTQslsxHxmZeGNIErn+WYuGmPzAIYmSYbaCmCYZfbQYoIhcYlAMUkdohAszXURUrPSR9G/CMyrdXMonbPVnEJpMdUj0BFInGDWgiNjoA5YEIUy1ziVTbof+D/4TkWkQ2yZptHR0XFdoigGh7FB4/G6/y4GVe9m0aQt33LGTA3v3cOLJJ7Dv8G0sd/tgywhxVcFLtW+KkPtUniPLfbVUOgatzuqJVC2zAH+Vfi3xuKA6NIHE6KYmcBEKRUZiJ8hYITgbVcHSkUCZISO3A4SOXch4KagnDWYmN3DChh0ct24Hth+BcaGuXWQ3d36kaYpSim63S61WY2lpiW63S6PRQCqXA8hg0FYT/EmK3XmsqsuO1G/VSq50hPuzQo6fHqUJxfjfK9PeWoENoEWVQEQKQSQlNjcMBi5ASL1RR0aSzOgwBO5aWc4D50fken041oMHPsIJLQOOG4beZasLnBf2GmWH+8S6pW+MKLQ4UpkRoYPwoMyilCj8jQIQCgI6W+yteOuHshBjHFjKdWm+foyO0f9NdAwEPQC0Tm2lGYdwh47ZN7rcXAwaLXIfKtvZUUsFQjkfIn8OkZvM+VWIkG/Bb2zBcdfvommekeXOjjnkOkmiBGUjMAqTKQwKqyUmh4adYZ1sEukG6YLkcHcFpSKMMXSWe7TaLdqNaZJ2TC1JiJOYOFYkcZ0kcUr4b33rRhr1GqefuZ1ev8ugn7Oy0mdxYYXFwytorUlqMetaW9m05QQy22dlME+3v0R30KXbX2GQDQrzipAXKKjqQ98BEDb34vAPTBeI6jFTRMYTBWOglCISikjGTE9MsmXuBKbq6+kuaw7tXqbXWyyAUr1eR0Wu/7S29DrLDPYcco799YR1E9vZtHEHVqV00kUWuofo9FbI8oEznbDOfDCJarQak0zUpplI1iF0RJZaOoe7LA2WvFS1RnOizlx7Ehtl9EyHA93drHCQ009Kuf6WOgcWHNg0OdRrERefs57LH34ckdrGnpV93HboVpb6Xf791kUOL07R7TWLRIGBR/309w0XbHdzcaLRKJn2gk+xmFxTi2bJ7PQqaXSVnCPvOiZaFw4zXt5qzug+jVoDnRxE64Nk+X7MIEPoCGssueiTyy4RNYRpk2QTmGhALvsEx/HRCHxCeI7UiMIUahiY4P3fzIj2qspSVMoLTEgQIBS+O+V8C9oc9364Pk7C3iG2LWI9QU4HI8toi6P3hLJdzhdnQri6X0vNURkyONSj8nzvfZAHvyQhQGbuEp2Ry27J7AcftfBihNMOj9QrPKjqPF8AR9+PuRi4aHJyUDLwFZBprXXRqCtyjNKB3/0TViJxuYUkEVpkPrHqGlqXqjQfX385PEeCac+B+Xs5ccfZ7Np1F4cOHWLrtm2ctPl0brjjANrmLuiD8ToeU2pnXb4msQoQgi0inFXHxDJmbCv9OBqAwFb6wkn1SyZ8SHkzZs0Fs18ddVFmgoikjOYX9sICnVWfXQ6ie5omiepMT06xZe4ENq/bTo0WjbjNrp13sXHDRgaDgXMutg78BD+IKHJnghCCZrNJvV53FolRBNaQhzXrtTJFOogwMUZUJcOAYByECdcJQiK0wrSw8ru7cxhoj671AH6KuexNaqUUTiBoLFk/Refa7dm1BBTOjHf1aFS0N9Yri225dwCFpi6Mz6oyVtcRSvBbhUfl0e561mmxbAGqnFzVz4/c9UYkZSkgJGwP5foPMpDRuglV+g8Za0mzo5FKHKNj9N+HjoGgB4C2bG8yOdkG68JUl9GIwGgXgcVo0BovgfOfjcXmApM5SW6EJSE4E1vnm6zcxuiiuDlux0QGI90BL4w7kGbYVkiP9VJMX0ZIoRAyoqliJqYnSWoJE611TLbmaDenEQJuv/12b+7g/GVcQIQaSZwQxwop3aFR8/bhtTrkdgWVCFqTMes3rSdPN7CyNGBhYZmlpQ4Lh1eI44hGcz2zU9uIEtAM6AyWWOkusTJYptvrkuYD8jx3/kieYQj/CL1QPfOCuCx0Bd7vRAqSqAbARL1Fu9Viy/rjaan1LB7useueA2BhZmaK7du30J6I6fZWXBsbhm7aJ8st6cBg84i068DhwvwS2b6MKI6p1xtsmjgV2dBuTOIYpRRZOkBnFmFiuis9DvZW0LlBRYqJdot1sxPEDUUnW2A53cf+5XlW+stk+QBtNMYaTtpmWD+Ts7g4y3I3okbEeTvmuOTi44kjZ+S9dXITWyc387++cw/37N051CUFWccLf/RrGc87E+pJ4pytK0JarQ2NuiTvzCHEfUUD8v5Eo4mK/HNl1ETSJGYOa3OMWSZP9pDre0jTQ6Smh7aGXPQxUeYilNk6ST5JJrroEf+QkuH0ocZD+Piytc7PTgwDoNL0cajqQ0xC6KC1hNUlo7zqJg8MOlhbI9JNjMkckFsjjDdIItMoo6qNodHIXwWzX+GrRSUShrsmR5suxvQwpouxKUUiyqFmeu7JR4YbpXF8fQnErAMrpo4wCkNWaqlWFTRSXkWYIYmITRMtnLAml86vai2zs8DkFc8qhf8UiTZ9Ut3F7jy1Zo04jun3+9x91y5OPfs09s7fw/7Dd6L1kr/HDEvvLVjryrBWFu11k/kIfVTgjQqYKsBNBUwOPWc1+IEA9Bn2d8R/lsEXJUeghn4LTLEIz8RlBnK/K+KoxlRzjq2zJ7Bl9gRiWWd5ocPOG+9lz717mJubY3Z2lsHA7bkASS3xyTtdQJw0TWk0G+RZTqPVxAjrLAtMXm1AZQSroGfkdWjjHuqAkU6u+Nis0gRVWfwjgFGLA0D4aGo+mXUkFdJCPsjIMmeWmtQSojhCY9BmTJmjT69sIsLa4aqIoZf7QaX3WZjsVTNdNwdEOY+Kz+6uJHLRH48gvxrRIK3+XgqBsIJadOQ+OEbH6L8bHQNBDwDNTk0zNTkB+A25iJbmjBSCwM4MSSU9y+9zDBlj0dqQa4vJrQdPhjwPv4ENAQiwTtUfldvp3LpJZGSRCpI4opnUqddirIBUO9O3WtSi3ZijWZulFrsoX2ecUePue+7iwP6DtFpNOis9lvQyQgjS1DHqcRzR6XSo1etIoUiiGG1ytBkgxICoZpnZELNuwzp0tpHuSsrCwgqLC8vsXzqMtYYkSUhqLeaa69gyHWFJEZGgly7T7S0z0AP6aZ80S8lNhtYZaZb5g8r1mTGleYiUzilUSolSkkbitB9nnXgOjXgd8wd63Hl4L0pKtmzZwJat09SbKbCCNj1UnHPgQEqUabp6hcVul5V+Sj/VJFGTqZk5Nm6YIqJFb2lAt9PnwL5DXlJahtcOmi2lJM1mk7m5dUxMNUnqToK/0DnArkP3sH9xL9YnFgwMn5ACaSUYmJrIOWWbZl17gtg0SZcU/X5GMlEf0hDcvHfZ9QGOnzAjJhpY2HXAMS0uOpHyfeYjGRmoxTHL96EFui8SQ6esQJAglItclpjt1Gv3kuk7SLODDPIBWhs0GVbmKBsTmybK1MhkB8OIc25gNII2qBDLe+5Rjju47cjNw28LAGSDFH0MYzUirR9O9Og0W0ZkxKaFNAm56A9rCqwDLpFpAs7H46g4pHKKu7UdpNCr2E2DixyRYW0G1hSmaoHZL+5R9y/q03AzNDkpUd7Eyi6G3GkUhY9+tcb9oQhpIxLTJhM9HCBSWJmXDGWVt632QfHeSznCnmnCXuq+azUmwPqQw1HEwYMHWb9/A+efejE335Uwv7wHY3WhSZMVfzRrNYN0UJhEYZ2ZlzDOT2I0glkxq6xn18O+XQU/98FHFtE4q+/9Ag5gqGIVhhUGZV1oexdFr5yrrhdc4rBWMsFMewOb153A3PRWEmosHl7m9hvvZt++faysdDDGoiLF3n37aDSaRQZ7YwxWW7TWRbvjJHZ7UqLIrK7M7YBK1wA2pRqxcv3ovZVORVD4hxV528LZOG5+rd3BFgpfGunNY5WUKCHQmaafOhAfxzFxEjuBhtVrii+Gqjna2nHz9oeiYalNeK5UTkhqgnbX95GSkESSSMofug7h/FgVfe8YHaP/5nQMBD0A1EqaBRMOI1LlQmJYfl+E+Q2Sz8omX4Kn0mbXSYFdBChTaEycmFxruHcnbN065SSJWKRwQQDiKEIg0KYFFpSqk0RNoigh5O5otdq0W20GkwNOOvHkSgI8Q5qlpGmXLBsw6GfOYTY33j9IoaQq6maswZguMoKJGcX0bBvMNP2+ptvNWZjvsLLS4+CBRfI8Q0pF4g+mVnML69p1hNQgDErhHPDJyPM+me47rYnJvaRMopRCiQglJXHUIJYtDu0Z0Juvce/hPQgp2Lp1A9u2zZA0umT5vaRZmUdEKsH0jGL/Xkt9sk5e0+RaM8gGzK/sY9/CbqRQ1JM2060ZpjbMMh3NkqgGJnUMhAXiWFFvNFARaNsjMz0G2X56/QG9rMf8ygK9wTLa5D5/FEMHmKBksjuDLpONNrUkR0aWhfk+ExO1IcDRrqvRqcVwaZYgT73tHss5O0LYV8sgyzDa0h8MyLWAo0uofXRUMO0KIVsIuQOlNpNEd5Lkt7PUO+Rk17nCqgFaZUSmQc1MkcuuM/mqkrQOBHnTNwsu6lzkAF4VpAQaZdWGfisYVlsBQmXdhwCQBSvtWJDo/DYGSF0D1a/8IIlsDWVrWDSZXGFsRLmiPqPqA4ba5ULxyqJRgUmWooFLGqVACwqfHYvLcyVcbiAxjk86kuR4SEBvyUUXa+tEuolEksluYZ411C8VjCoICVZbaJGiSUnshA+nbos9p1qXUdNAEG7cI+Mj5QWTWTde7eYkDznl4Rw+MM+247exML/Ivn37uPXmW9ja2cJJs2chNp6FsM4MWViBlJFbe/6hURxhbMbOm3dzxvYHc+fem10aAVsGIygASgA9FLhsaNDGj3D5bVXrE7Q91bYH/CBRSBshTIQ0McrUwSiXmNn3XRw1mGrOMDW5jo0bNjDdnEWnsH/fAW7+1u0cOHCATqeHsYY4ilxwnEiitabX7bFnzx5OOukk6vU62mhqtVoBBuMkxghLavQIHBnV8lTfrzWhwoQNpYxseIWMohJifWxpR0aXbg/0Jo6+j2MlQTu/H200kYqo12tIBdpodIhJPUbn9GOhE/HzQUh8mHtnOq+EE/qp+9AA3e/H/SgLO0bH6MeAjoGgB4BERYIInhmsCLV8vBj3W7H/BtOHCjDytJazoh164z5pbYEe7fqEC0dswyYqi4gwyoc+VjIpIgFVD4Hc20k7rYoqkqYlSQ3TTJDKsLjY5Z67d5PlGhWV9Q1stxTSBWqwBmM11i5jZU6tqam1BOvW1xFiPelAkA4EK8spKytd+t2MpcUO2cEFjPbZ3IWPXiOFOwCkQqgYFbQo4IIOCycpTtMOWbrEzMw6Ois9tm3bxPqNkzRaHbJ8F91+jhBVJ3CLzgSHDxniWJL3Etot0MYUttKm1yPXmu5ggc5gkd2H7sRiiVTChsn1zE3N0UyaICVdcwjb1w4CCElNSaxyzPB0ewpjc5b7KwXgLaLcYUsbeGvppwN6WZ96nFBrweJij83ZBHFc2uo84yHH8cnv7fPgc+xspOUVK9+5ecCFZ04C0M9cKPNMa/I8Ampj59iPhLwvjqWNVGdSYxON+Lv07C6XbyhXWGHJZI9cDYh1i5qtk6mO0xh4stKZi7r+EYUf0DiHXmc6Zof5rxEaMusax9OVha26rwpEtchQ1HE2VBppYxLdwggHfkZDYh8thUcEZ3xpFSGgnhACKWKUmkTKNlrWfHCL0GB3s5W5N5VZO4FfCZD8/75PCf5FBCDUIxc9BIqamUCKCC16uMh3Cmljn2TVd7jXXKSyS04faWKnrRQZwpsojSoFxoNS/50tAZC1lnZzip849xISPcnB5UOcd/553HXn3Rw8eBAhBI1GnV53wCAd+ISSkpXlZeYXFhj0U/9ct+9GcczM9Aw71p/HGSc8hO/f/W1uu+e7pHrgNEehfwIosrg8YRaKKHxeQxPAWxBm2MrilEJ44COK57uSJdLGKBMjrTu2tUwdeIwGaNWhUWsy0Zxmqr2RjdNbmGltwKaW5aUuu2/bzQ0HbmNhYZ4sc8mh4zgmjiOEEGR5jsldYtPJyQmOO24r20/cTqQianWX2FvbnHqrTj7Iyaz2AjYo96jxZPMM0+s6VYWUyEYTEcWsWjiVOTb6tvxQWZBDfkVrUxkIpfTxiiJBLAXZICXP3BpoNhpEkcSiXWCPylN/bEDPOBIuOIOUtkjSqvzfMdByjI7RkekYCPpxoereb8X484EgCR1laEvmZFyR5XZehtCUwpkAjB40ZRnCf1aeYSwZSa2d34jWpZS9NAuRSGFJYmc/rnNBFIsi14u7xha4TErhy1fOJh+NoY8xHSfZigW1SFJv19go60gxSZ6B0RJrIrLM0Ov16fdT8syQ55BnGmO186eq9oV17Z6anKLWiOiu5Dz0YdtBLHPvnjuYwvgM3WXnSQFZDocP5rRaiunpiOUlQ7cHE42mCzVqXeSkzmCAceH6MLhgDgPTpTNYptWvUZOCRr2FVDFS1Io6Gc8YNaiRW009qROpiFzn5aAGIOxH1FonqewMerRrLZo1WFzMWOmkTE/VsdaSZpr+QsrJ0w1uWxgfdUxZqHsGeP+887dSUvkQqoZ0IOin27Gq9aOz6liDQmJa1Bzt5sXU4tPJswVIYjKzhyy7l9ysoOUCka0T6zZYi5Z9jPDAtch3E+a2z1ZvqTgqCyJT90EIShMbW74t5ud4DRr3kytyOTakVWihUTZBi4xMdsqyjkBjhRzV+SAksa0RiyYGjSJG2ZhINF2OINtDs4CwAoECjLOUwxB8CwI/WUQ3q2wNZQTFakUrfkUj1bNCk0bLJKZNlE8jfOhvI/toFbSrrgMNbs4JI4ip+2SztnjmcIOrGiBfA10Zu6ABwjLdXsdFZz+Bupnmnrvv5exzzgZr2bhpA9PT08zPzyOlZMepx5PEDbrdAbfdejtJknD66acyMTFBkkQIKcjSnKWlFfbcu49vf+M7zMzMcMYZF7J59gS+fvPnWO7N41JSigIAuZeQG0iWvSWHWwSi0B6FvpZESGIPHCMHFoVxJoaRxqicVrPFZGszU631zE2sZ6a9AbQiG2g6y13uvWU3Nx68nYWFBQaDtBAUxXFEo+GsENI0I01zokgxNTnJpk0b2Xb8cazfOItVKfOLB7DZJMZmRJEizTOs363NeP3p0CfT76MXDmG7K0M/aQGi2UZNzyKPmM29usiGtUBHQ6WfjCjDjyOII4m0mn7XmacmSUytFrtW2bx4Ztif3bqoiiZ//ACREE7740CQ9KDe1ffOO+/ktNNO42tf+xrnnnvu//G6bd++nSuvvPIHypPzQNEHPvABrrzyShYWFh6wOjz3uc/ljDPO4FWvetVR3/Nv//ZvXHXVVXzrW98qIvQeoyPTMRD040hDDFa58ZdJOVdvwcM+F2tL/cvrj0JKJMqDukr1ep2DBw/w/ZtvQkkXGa7VarNh40aUcuYqSS3GWusdaS2Ql74qlbDBVXOR0AYlJEpScKTGWqztYW2XHIGIBCpym30iFM0piSBGCIWUMdZILxX2jFbFT8i1yZDrATtvlgzyO9FG0+tlGCNZN6dc9D1/+GkDC4ctSU3QnnDlTUwq8tzQTxXNWs1phLQhN4Z+agrn1KJp1mKsYZBn1I0lEobc5Gjj7tHG9U1uNFluMVa6IBXk/tweHSsnLbbG0hv0yXWGkJr2VI00z+imYLRm/74u+/d2+IXTN/PJfQt89Y7DQ+OoMpgexMRtx4hMtR2jo6Rxdcst2rTJzRZE9H9Ioug1XULEJMlGkmSj/2E7ebZIb3AHaXoXeb6CVosoYiJTI6YFuFC+Id6rkJS5YERFsyMsRmbktk81948dYXTGVK1kyUrl3H2DGJx2Q9kETeok0kU+ptFnVNfwGuAnTC8hUDYhMnWssAzEMrFputwvwqDyGDnQmOwA5CnCeF+XsByGfKXKhhQ+aIVwpQKCQpsr+9N4dliTqiUEikRPOK2dz4FUjaoW2iKJEUgXGCFcM65fC81TpR7KmZsaH9yg3ZjkEedcghq0+M4NN7Budobbb78VYw31Wp1Wu8n8/Dz33L2b447bSKYsN1x/PZu3bOXU005A6w5ptkKWDbC5QcYxcxsa7LkXHn7RhVx//Q1c9+0bOPW0U3jk2T/FN2/7AgcW9mAxYJQDkloilIucZoVA+Mh1Ln+b8Uy5cddK4/JW+XDHytaIoggRWeKaotlqMdmcZro1y0xrjsnmHDrTpP2czkqXvbft46bDd7O07MJUa+0EGUIKaklSaO2zLCfPNWmaEcURU9NTbNm8ia3bNjM7N4ONcjr9w9x9+AZ6gxWsUWxotNFGk5sMF++8urFVD6oRANRZJt+3Z/xBZMF2Vsi7HaKNm5Gticrkrr4dkULY6m+jk6N8zsEDB3nTG97Iv//bv3Ng/36mpqc5++yz+e1XXcVPXHwxOs0YpClSShqNOipyvl/Y1dCu8Lezq4HQfyUU2rVrF+eecQ5f+OqXOOfcBw3XaczTpQdAwff0SJq5cbRz507+4A/+gC984QscPnyYubk5HvKQh3DNNddw+umn/1Bt+frXv06r1fqhyvhh6M477+TEE0/k29/+Ng9+8IOP6p5nPetZXHbZZf+1FTsCXXfddXzsYx/jPe95z6rf/uf//J885znP4SUveQnvfve7h3574hOfyGte8xr+5m/+huc+97n/p6r735qOgaAfVxKALTUm4fP/+UoMb6bWWubm1hMnMYNBis4zut0ud99zNxMTE7QnWhhriSInhdBaO98dEyJ7Oc7F+kSSw3k1LNXEl2Ezr/pWD7NtFkHupJK274CEHo4QZ4wLEZ4HMCaE9xsA2ERunClEuy1ptqUHV4Jg6rO8pFEKpqakY56NQSrB5HREdrCOEoJWzTgAo7XTnmRpmd/IWnKTk+kMaw39tIc2LkGdwZJr0EZircTYCKNjBplCihWkXMRWTKWq/h/Ca+2yPKOXDUhNysRUDaO6zK9ojNFopZnZDMvzKU89aY6N1Pjf39lDuxHTVjFaC/rZgG7XPeOCM9soqch17rR42jJIN2JVbVxE6f9yGgZ+ijiZIYrPQ+enkaX7SfP99NOdDNQiSkTU8hlslDltnDRY6cbcOemXgQ6K8ot3FSYrmJsGTSgmiIIr91TVJKGu41pQAm8jB8S6jSLGitznQBpzxxhz19EiJRHSJijrnLS0GqCFy9HTFwOsdTlBrDREyiXWxSiM6KNsjZzMh98f3k9KIQWe/yx/L/xRBEVQgyEt2RhAaAtdiGUocawd8Z+yTjPnov+VLuilCdxw/wSfpmL/sE6nZI0hUjHn7riQWE/wneuv5+STT2LHjhNQkcFaxcED8+zffxCwLC0ts3//IkuLi2w7/njm1jdYXtlFng+GAivkeY++XgSg3hxw/vnnceON32NxYQmxCI84/YnceNd/sPPeWzE2BykQcdm/AXc6b3z/XgQAaFGyRhQ5f8Kp9iRT7VmmmuuYbKyjkUww6Kakg5zlxWVuv+NelhZvYaWzTK/Xx2hDHEfEcUKtlrB+bj3GGLQ2ZFnGYNAnzx3gbjQbbJieY+OmjWzctIGZ2UmsSFnuz3PX4Rvppx23dnD9KwvhgP9PhkEZD3wCmX5/bQBUJWvJ9+0h2hIPa4SGuPxR1OtfArgcU+zzn/1c0jTjXe99LyccfyIHD+3jS5//AouHF8j7KXmeE8cxtXrsNGwhV1RRr5E6iPIkHAv47Vrr/0dBI5tWQeUDJeMA0NFXKMsyLrvsMk499VQ+8pGPsGnTJnbv3s0nPvEJFhcXf+Cah3Dq69ev/4HLeKCo0WgUGtMflKrh5O8vvfOd7+RnfuZnaLfbq357//vfz2//9m/zZ3/2Z7ztbW9z4esrdMUVV/COd7zjGAg6SjqmL/sxpnAGhOhCZehXVn123x192aUDbvkXTKh6vYx+X5NlLuKcYzpM8awoipibnWPrlq0cf/x2tm8/kXqt5gCPgy3EsU+ql/mQy6RYBhj/Z8mAzH+fAQMQAyCjmjHCMQyl5kqKkPSt3PSd5kgR+b9ERcQqIlaKOFJEkUIp6SIZCRfkQHhkpa1BSMv0rCKpCUTI3C0gTQ3pACanRJGbyWAwRhMpmJ6J0ANFLBOaSUKrXqORJCgV+fqH0KsRkYoY5AMWukssdDIWVprMr6xjcWUjiysbWOisZ6m7maX+LIP8eJL4ZKRIECNLNPhnhaPOWEM/7TPIBiz3F1lYOczh5cMcXDrIcjpPRofWtGF5pcdDT5zilNlJeouGxaWUQW7opJbFZefs/LAzthTR7GIVgVVY0fQPPvq59V9HTvunojb15klMTlxAs342oJAmwYiMXPYwKsVEqQNByvqx9qBa+j9R/hVARuLzhVDMY4Hy1zstipASqZwZp5QUf8U6klTKD7UGKzRGZihqzleJYb/AkVaCHZHmWjxYaBCbFgJBLnoM5LKLOjeE7jRWOFOzzB7CRi1sXCOPU2cqZxJX/1Bpyr1jtantMJVuIBUwUlbcvRRqspIZWx0hrbxRmsQJMAiBFKDkKldrrIu6Gvy+ZFyeNWvZsG4L2+ZO5aYbv8/27ds586ztpPke5hd2srB4OzOzCWeeeTpRFKO15pabb2F5eZnNm9ezuLSbPOuXAMjX2YTkq0C/P8/UdIN6PeHMM85kcnKCe3bu40HHX8yDTj6fWq2GxRRh/I0J741LFh0ntBttNq7bzKnHn8X5ZzySR537U1z60Gfy2Ac9lTM2XMScPImVe+HGr93GZ//tS3zy3z7LJ//tU3z1K//JrjvvptvtMjU5xWmnnsZ5553Hg849l5NPPonJqUl6vT6Li0vMz8+TpgOmpqc448zTeOzjHs1PXX4Jj/nJizn5rK2I5gp3HbyRW+/9NrsP3E63v+RD8Dvtt7ZgVtnuHd0moBcOFYNUKOwqwHlIkGUtemFYQz18kRi+wSNxu4rRd58XFxb56pe/yh+87rX8xCMfzQnbj+fhF17AK3/rt3jC4x9Pnufs3buX6elprr/u21gfJnFhfoFmY5rPf/5LDHLJwUMLXHHFL7H9hJOZm9nIg895CH/zob8GLHfduYuZ5iT/8Pf/wCWXXMKmdeu56PwL+dIXvzTUjO9993s886nPYOv6zZyy/WR++YW/xKGDh4rfjTH8yR+/nYecfS4bpuc4+9Qzeesf/hEA555xDgCPuuiRzDSneNKllxf3fejaD3LBQ85n08x6LnjwQ3n/+/68AoAkX//6N7jggguYnJzkoosu4rrrrjvieH3ve9/jjjvu4B3veAcXXnghJ5xwAo94xCN47Wtfy4UXXlhcd/fdd/PsZz+bxz72saxfv56nPvWp3HnnncXvV1xxBU972tO45ppr2LJlC6eddhrgzOHe/va3F9fdddddPPWpT6XdbjM5OcnP/uzPsm/fvlXlVOnKK6/kMY95TPH5ox/9KOeccw6NRoPZ2Vme8IQn0Ol0jtjOQJ/73OcQQvDpT3+a888/n2azySMe8Qhuvvnm4poPfOADTE9P3686PeYxj+GlL30pV155JXNzc1x66aX84i/+Ik960pOG7suyjA0bNvD+979/bP201nz0ox/lyU9+8qrfdu7cyVe+8hWuuuoqTj31VP7xH/9x1TVPfvKT+cY3vsHtt99+FL1xjI5pgn7MydjSl6ZKoxLjH4U06vChLvv3r6ANXgOzQJI0aNRb1Gp1kqRG4pOjJnGtMLNIkhrbt59Es9nE4Wr3Z61lZbnDhk0Ki4v4ZLwIV1YZHVtGUwpe2EFIvVabRPXdkBVFIavHIlBYksiZ5mWeUaoyqFiDMS5palkl93ApYWLSmd5VyViLsIZaIpmaSlhYhGYtZNY2LqqQ1gh8iGsBK72O10oZFMch1AZysx+t92HtAE0fKRtYM0DKNrHcjJRtsBprs6KfhloqBFhDL+2x2F0iBABwJnE9sJbp1hRzE7O0Zpp0Dvd5wSXb+PbOZb543UG6A83xmyY4fYOTeOX9KUStizHLWCSxaoL94cOr/qipjBgmieImYhChTIKOes7hQLo5VvqgidVi3FGrFj/uxfzxjsZB6lyYzVl8+RUViA2AyT3ECjMMSjwZkRHbNsokvl7OuyJI3p3ze4S0zh/ECqcxdSHBLcrGCBSp7AxpCEcfJVzEETQZWX4QpaaJ1Ra0XsRIjbIxuej7ReafXdEyrqKKVqi634QEz1IKymBqI548Ib9OIdgIGpCw9iXK1Elxoc9LiF/RTI3UpXzvtKnBF0gIyYmbT+Xwfpf358wzd9Dr7yHNOuQ6I881Wb6bDXMns/3EE7j1lttYWVlhYrINwmB0mYcq7B9CWKTA+ZoBSgmk91mSkWDbCRuo1RN23no3W7edzuzZG7nlnutY6MxjrUHJmHZjgpn2HFOtWdr1aZrJBDqzrCyt0Ouk7Ln7EDct7qLX6dHr9UizDIEgSWIajSYb1s8xO+vy9jQaDeIkYXlpmQMHDnDgwAEOHz5Mv99HCEG73WLbtq1s3rKVufXTTEy2yGyPzmCJQ7076C91yPLURz3zLRUqjC5GiCIAvfAJfN1CKqPlrU0Cm2fOBygMVZBiVcauXIruf9NZwWQ5Mh4OP+l8ecL6rQapXq3pCM9qNCdotdv86798jPPPfzjtVh2b5wzSDCmg3mygvIBOFxYB4JVlpLkk15I3vP4avn/T9/mnf/4oc3Oz3Hb7HXS7/QLSA/z+772GN73xjZx29pn86Tvfxc8/81lc973rWTc7y8LCAk+57Ek87/nP541veTO9Xo+rX/P7XPHc5/MvH//fALz296/mg9d+gDf+4Zu46BEXsXfvPm65+RYAPvOFz/K4Rz2Wf/7X/4/TzziDJHF983cf/jve+Po38pY/fisPevCDuOG66/n1X3s5E+0Jnvfc57GyssLTn/50Hv/4x/OBD3yAnTt38opXvOKIozY3N4eUkn/8x3/k5S9/eRHoqEpZlvGkJz2JCy+8kD//8z/n7LPP5k1vehNPfOITuf766wuNx6c//WkmJyf55Cc/OfZZxpgCAH3+858nz3N+7dd+jWc961l87nOfO2I9A+3Zs4ef//mf5y1veQtPf/rTWV5e5otf/OJ48+Ej0O/93u/xtre9jfXr1/OSl7yEX/zFX+TLX/7y/SpjlD74wQ/yK7/yK0U5hw4d4lGPehR79uxh8+bNAPzv//2/6Xa7POtZzxpbxvXXX8/i4iLnn3/+qt+uvfZaLr/8cqampnjOc57D+9//fn7hF35h6Jrjjz+ejRs38sUvfpGTTz75h2rP/wt0DAT9GJLzRbH0Us0g00zUY+cjc8R7Vh9QqyJirWVn7ympKdZvaBNHCoTC6Jgsi8hSzeLSInmWUWScR5AkCa1Wk3Z7gkajibUGrXOiWJGmGq0N84eX0Xqjk96ZoWyWxfuy7iXzI6rfj5jmFO1bVdJwPzgJvPBhsV12c+0ltEWwB5w2RRpRaAwCxYkgZhwQ835G0tJqSfI8YamjaSY1cu3M4rJcF5Gqlrt9pDBIMYWSswi1iTzfSa73o/UyFo1FI2XNgTS7gqBBHG1hkHcA7cDQmDGzxtJLB+xdOIA2FV8rDyyNtTRrDaYaCe3piM5Cjyeev5GfftQ2BplGKkE+mOCunQe5646DnHb2cXTtnSx1cpZWmmjb+KFBkLUWY3vk+UGszYjUNEpNAPF9+6XdR7nadJDGAwbh55fF+QIJ8Mb8brzXelTQ/lW0LyVQHkFLBoRJEMIlCQ3hiasRFK2wGDFAy5D81LN8MicTKyT5FAJJYtpo4UzZXLLQFuCy7uSij6t1VEQDM8KgRQ9bzZNUwWKh3gFoWKvRZsAgvZN6cgpxtIVM34PSidfOlsDkPs0diy7yZVfCUNuKptZVpayDQA71QVmc+z3Kaxibe18pV9YqgDpynw1gNURbM27PqNfqbJjexm033MXWrVuJk5zeoOeiZPlCszRlcWkvO045kf37D7Awv0A6SDHaIqSLGOj2njIYjBW2SJQZx3W0cUFchMhYWLqLqZlpzmyfzq233Ea90eCh259AlEi3rxCRDjK6Kz2WDnW4c2EfCwu3sLKyQr/f85E2JbVajWazxdz6WdbPbWDd7DqmpiZptdroXLOwuMD+ffvZeeedHDxwgE6ni9aaer3OutkZtmw+nc1bNjMx1UbGms5gkeXuPvbuXSDNU3KviXJoVXrgIwuTMkv4jUIoZW2ELZxiPAgKOYiK4D3lxLFWYDrdiuXasDZ01ZQqopBYbLeLnZyq/CicT6cJc0I5La1/nKiYclpw/lRGIFG8893v5TevfBkf/Mv386Bzz+Wihz+cn37mT/Pgc88lN9AbuHsHmaKXSqwVDHLH+Bv/iLvuuodzz30Q5z/0PCxw/AknFL+FNv3Si3+JpzzlKZAo3vaO/8GnPvkpPvTBv+LXf/NK/vy97+NB5z6I33/dHxT1fNd7/pSzTj2D2269lQ2bNvHed7+Ht/zxW/n55zwbgO0nncTDH3ERFphdPwfAunXr2LhpY1HGm9/wRt7w5mt48tOeggBOOvEkbv3+Lbz/L97P8577PD784Q9jjOHP/uzPqNfrnHnmmezevZuXvexlY0bA0datW/njP/5jXvWqV3HNNdfw0Ic+lEc/+tH83M/9HCeddBIAf//3f48xhve85z1897vf5YwzzuDaa69lenqaz33uc1xyySUAtFot/uIv/mJNM7BPf/rT3HDDDezcuZNt27YB8KEPfYizzjqLr3/96zzsYQ9bs56B9uzZQ57nPOMZz+CEE04A4JxzzrnP+0bpmmuu4dGPfjQAV111FZdffjn9fn+Vedn9oVNOOYW3vOUtQ9+ddtpp/NVf/RW//du/DTggs5apGzh/MKUUGzZsGPreGMMHPvAB3vnOdwLwcz/3c7ziFa9g586dnHjiiUPXbtmyhV27dv3A7fh/iY6BoAeYRnnAYI7STTXLPecwX49NEe65OJOq/iFjylhteHDfzObERI2JCXetEBFKTiJEDWO0P2ggzw15psmynF5vQKfTZWFxgSzNyHNDs9VgbnaWfr+PtYZur0eWKmSs0FgX+a6oTohuVcrgSzhU1nu86/VIm9doYfgukgoTRdh8OKGqA10ucIEL31uOyZH4c+eDAFZJJiYV/X6NQa5p1mourLQ2GB1h80niaBtSNkGAYYnU3kqWH8DaHENW1MXY3DHixpCzj1q8Aykck2hHE4R6CX4Y6lyXvztzQel8kLIBS70VmkmT9kQNowV33bXAySfP0qzHZDrHxs6MoNPps+uOBTZuO5Glxf3kg5SYedKQa+aoyWKtxtgueX6YNN9Pmu8jT5dAaJSsEcdz1JMdxPFmxA8IhqzNSPM9nrkz2NzPoCIKnJ83xn+/KmlqOQdAeGbeMYIuZHxEAJTF9UKRmBbBz8UKyGXPJ/f0Wk4bo0wNmdcwMvVR6BxJG/noaUsIK1G6jhQxwkbkoo+WAw8ubGXel+GUw0wP/GfxXUgMa60HIb7pNifXHQbpnTTqp6Ojw4h8QGQbZKJb9EEAFrZ6f8GjVuritY1FnxTDVgosTEX4IoxymjEbtF3hWus0XqbGQCwWwKkYCw+ShkCedXtQaLe1IVKm669WY4JG1GZ5eZnTTj+VLPe5fHz4fBAYa+l0Fmm31nHKKTv49re+w+LiEgsLHeK4gdYuimJV44UUCCOBlHbzOO64/S5mZ9fTbDQQYgvWKqJGm1NPPZ3vfvd7fP+mW3xfGh+BLSVNM7TOSZKEWq3G5OQE247fyob1G5manmJ6eorpqRmiKCZNBywsLnDP3fdw7557OXjgIMvLK2RZhlKKiYkJTjllByeccAJTM+tImg162TzL3UPMz9/JYLBCqnNnziYc4EFGGBE+V3dZZ1oWwI6b1f59Ec5cYa3EGrc2JAZrQwATp60xfo1Zw9AeX4Kgcn27sR1G70ZbhBF+bEWpNVKUc9SU31vhtHRW4IBSkfsHnv6Mp/PkJ/0Un//c5/jG17/OZz7zGd71rnfx7ne/g5951i8U5RnAVP2eKnTFL76IFzzvOVx33fU8/vGP5clPfhIXXHQh2NKH4MILLyhaFEURDznvIdzyfWdSdeMNN/LFz3+Rres3M0o779jJwsIig8GARz/20at+X4s6nQ4779jJy37lpfz6r728+D7Pc6amHID8/ve/zznnnDPEyD/84Q+/z7J/5Vd+hec85zl8/vOf52tf+xr/8A//wB/+4R/yD//wDzzhCU/g+uuv5/bbb2f9eudzFiKP9fv9IbOrc84554h+MDfddBPbtm0rABDAmWeeyfT0NDfddNNRgaBzzz2Xxz/+8ZxzzjlceumlXHLJJTzzmc9kZmbmPu+t0oMeVAacCFqa/fv3c/zxx9+vcqr00Ic+dNV3L3rRi3jf+97Hb//2b7Nv3z4+/vGP85nPfGbNMnq9HrVabdWZ+MlPfpJOp1MEbJibm+Mnf/In+cu//Ete//rXD13baDTodrs/cDv+X6JjIOgBpnEaXOO1QIERMdZLWqFygFVNV4YXixAuJUMRDKt6G2NvWfWltQZjOiC6uCNMuWR6Cmo1BSRMz9Swdoo8N3RW+uzbd5BDh+bZv28/IWeHzjVGS2TIXRPAj6BI0lkCmJIFCp/un4J7bZJCEKvIR5DKyRlm4rTXUkVK3adpYdCEaSzWaJSEufUx+/bVAEMz0WTakmcNNJvRakBq9mBM15m2WQM2x9gQ/a2sh7NSyTGmg4hipGhhxQBLHn70F/rqB9+WCptRJJT0r4vdJaaaEzRqDdatn+Dgnpzd9yxy0kmzJFGE1s4X4/gTNnPXzjtI8puYGOwnz/poIxjYNivJQ6B9um+/BXJyvYQQCiXbQDCh0OT6AL30VtJ8HybvY8kcEJGu/nmWkWUr9Aa7SeLNtOpnksSb4Ah+MmuMhNMuWhx4jCxCDc+aEDLZWgG5A0JC2LHzvzRpCxoV922QOofIXUZmpGKl1HIETZInIwxGpQgbEeUtItvCyNTX2JCpFZf/SIAVOVHeAis8ADLl8BZaVws2aFTCuljNvBU7gwjgPgD8nJxl8uwgcbyVLLqDOGuQ06cith8uZKiXy32q0P74Pam41QYIE/rK7RrCKoxMC7AeIJdAEOkmmey4SHm2KNR34khdRmU6vlLGGLxRHOunNzPouaiLcRyj876PTlntCw0GDs/fy6bNO5ibm2Xfvv3ceefdnH7mRno9Z1YmZeRzpEmSZJIkmuRmvsONN95GlmbsOGUHO3few6FD88wfXmR+4TAryysMBgPSNMVaqNUSms0mGzduZN26dcytn6PVnmRiok2r2cQISbNex+iMxcUFbr7lFnbfs5t9+/eyuLhEljoz2Ha7zXHHHcdx27ayadMWkmabgRbsW+iye2+fld4CSiwSRSskUQchDYbICS6k8sBHYoUq/a2EKueQqGh8CtAvKjmdBFhJdUd20e1EMS8iKZBSYOKIQbHVr72WS+GXX2VKFKC2UFgJO6TxER7sFzI+Xw+nKLJI4XPjGIu2lsc8+tE88dJLuPrqV/OSl/wq11zzZp773GeTKBNuLsrOsmyofo97wqV8+/rv8plP/Tuf//xnuOyyp/DiF7+IN775mso+615lkEhUqLOywhMv+yle+4bXrmr7hk2buHPnncN9URX1BWA/Qp0VJ6x6+7vfwcMedr7zjxQShRxrwnZ/aWJigic96Uk86UlP4rWvfS2XX345b37zm3nCE57AysoK5513Htdeey233HILZ555ZvHMauCDH0UUOCnlqvZXx0cpxSc/+Um+8pWv8O///u+8853v5Pd+7/f4z//8z1UakSNRXDG/DOeOMWbstfdVp0Dj2v+85z2Pq666iq9+9at85Stf4cQTT+SRj3zkmvWam5uj2+2uCqzw/ve/n8OHDw8FbDDGcP311/Pa1752KCT24cOH/1sGpHgg6AEFQVprrr76av76r/+avXv3smXLFq644gpe/epXF5NyZWWFq666in/+53/m0KFDnHjiibz85S/nJS95yaryrLVcdtll/Nu//Rv/9E//NOTIdtddd/Erv/IrfPazn6XdbvP85z+fN73pTURR2QWf+9zn+M3f/E2++93vsm3bNl796ldzxRVXDD3j3e9+N3/0R3/E3r17Offcc3nnO9/JBRdcwP0ju2pBVSWgubEuyq8/EXQhQh32cyj9gqpMStkXpXFUyaJWqnAfZDB2ULlOlFJyb1IRmLEoUkxNCyYm59h2/AxLSz32711i796DaG3QuaCmamgdEhD6uytKoWFm7v5rBY5Eoa+UlB4IuehJ5fPc843RGCHWjK9vK30R3hsDAoNSgrnZGvfuMSSJdkCoplka7Eb3c6w1SCtwBnYWaxMia0HYwpRLi75j6iODsRm5mSeSG9FmASFUwSCX7XKbs+NrKgkbA6y0FiEMWe7Mgga1HvWkxqatLXbvWuHee5c47rgpYpUAOYPBEuvqO+ktLbHcF/RyiRKGifoS7d4XubebMbH+bEDT7d9EN70RrCSONhKpCaRokutF+oM7MabnLNGEY45QlhAaywSpvs7oZ3eTDvbRbj6YVuN0LOp+ACHHqFkrCoF3VThQ+rh4Dlq5h1vj6iNGypFEBDPJECa6qhIRViJNTC47XhOhKX+lZMz8/5bM5ccRA3I1IpXz5RqrMWqZWE+Q6Ak0KVpkDvRWJOIh41XAHWLMAnZanOE6BO2HsBlpfi+N+ByieBM634dEeX8j31CB15iMFrz6YzUhaFgPxR5W1fhYiTZ6FbhSpo7FuLxAnorIVkEqUnnuUHLUQEaBcIktlVRsmNnKyvIKc3OzDAYpU9M1tLZFtDRrIVYJjfoUCEN/cIiTTjqRxcVFlhaXUWIHraZBqSbz811qtaYze43a3HLzLgBuuP5Goljxve99jzRN0dpJxev1hFarzcZNG5idnWXd7HpqjQb1RhMhnXBESEGrVkMIS7fX5fChQ+y+Zzd79u7h8KHDDAYDhBA0mnU2btzIls2b2XrccTQnJkDBoeUetx3WLN69n97AFADZzfEpEhuDBOlDkbsFoYAYayOCSZkIY4ZwoMJ43yflAYh1OWdqIkJal3OmNF3zY+X/KSVQ0v0JAaY9SXZgNcNYpQqUKs4Q2WwilPF1+f/Z+/NAu7KyzB//rLX2dOY7D8nNnFQSUlXUxFBAlQgFaIMi+tPm+0WgsRFnFLobwRYcAVsFqhu/Kq3tgAoqNgotthYyFjNozZWhKqnMN7nzPfdMe1hr/f5Y+wz3JqmkEC2bzgu3bu45e95r7/W+7/O8zwsMJCoGU2VObKY/EEV33AqBLyRZkjn5ayEIwwDluWds3/69/K//9ddIJdi0yTmHC+fOoJ56LQbFgw88sGGQG0ZGx/n/vfz7+b7/9/t51rN+l5/9z2/lnb/yyz210q995as882m3IoE0y7jvnnt57Q+/DoDrb7iB//WRj7B127Z1Pkb3quzavYtCocDdn/40O//dq3sxv8AlMbrOr9a69zxMTE4wPT3NiceO829f/nIXAOU/Xdu3bx8f+MAH1tG6vvzlL1/yXlzyHgnB3r17+dKXvgTAjTfeyF/8xV8wPj5Ou91m9+7dX1fgtX//fk6dOsWpU6d6aNDDDz/MysoKT3nKUwAXVD344IPr1rv33nsvCFqe/exn8+xnP5u3ve1tbNu2jb/8y7/kjW984xM+piuxKzmmS9no6Cjf9V3fxe///u/zxS9+kde85jWPu3xXxvvhhx/u/XtxcZGPfOQj/Omf/ikHDhzoLau15jnPeQ533XUX3/Zt3wb00bkbb7zxCZzh/732pAZB/+W//Bd+67d+iz/8wz/kwIEDfO1rX+M1r3kNtVqN17/ewb1vfOMb+eQnP8kf//Efs337du666y5+9Ed/lE2bNjk+7oDdeeedF3WgtNa8+MUvZmpqii984QvMzs7yqle9Ct/3ecc73gE41Y0Xv/jF/PAP/zB/8id/wic+8Qle+9rXMj09zYte9CIA/uzP/ow3vvGN/PZv/zbPeMYzuPPOO3nRi17E4cOHL+BvPq5dLNMj+q5/qp3EsRIC35e9l+7GU7u0s7ghIrrIyt3E6xM5aGtzpbcBSdHBBpRCQBhJpopFhmpjLC2tkmUarRWeLJKwipuUuy7SRiTo4nbJs+xelys4j24g5EmFUZ7rR9I9hjxtbnG9evw8K3qxy+sSRba3TfeXC2rDSDIxHnFu3iAzUB1NQcW0RUqiEwwpRmgX+OQZdVc47rrB+7rsOsDbNmDI9DkitRNPTZPp2Xy9vtS3sN0spFPKG8wp9pwDKzDWsNpeo1woESZtolLE5pkap07WKRR9PM9NZu21OXyaLDbdtgJPoi3UY00t0gT1f6Ae1lD+Aq34YayJwUji7DHiXDzAjSmDUF2qZl5/ZXOURZL3THFOnDEaq9usNf4BLJRK+7iS15KrB2pgbMvVCsied7bunjun3PTRnLyuQGQKRbQO/XHXy+27W9BP93bn1DVDhsn7N10sjbH+IAXSKjLZYTBwHoBPcrTWkoi1XBDBJzAhqWy5Opnu8r2H5GIIkBjYIn15dnehAFf3ZmyKzpoor4wW54n0MMa6MalJ6IotXBQ13vAqsb2v3HMiEEjjoWzoEIRc1EFYQT8dk69jFZ6JiFW9H38NbpTuGO4Hs93PbBcBygQWl1zAQhQWmRzaxJnjC+zdu496vU6hME2rFaN1kzSr4ymfQjTEiceWmZgco1wqMDE1zPVPfSq+52NMwLlzKcVCxj/+44Ocn5tj3759dNptVldXGR0d692LkZFRakMVhkdGGR4aISpEeEGRzEoanYRMC0e3yiSlEKTRNFfXODZ7ltmzZ1lcXMzpKoIoihgbG2N0bIxNmzcxNDyECnzayRpLzQVOnztKO4nJtCROKsRJGYuf34iuRLggTosIqfFJ0SZAZz4qdEFPlngYrVCBdoIfohsGCYQC3xeEUuIrhbSSwBP4ViIygbV5gkX0UZjAkz2FwR5NG1Cej1eqkDbqG5+GS5oslhCea87W8+fFRZ+o9WOzu08hkUjidszC/Dyvfe1reeWrXs3+/fsol8vcc889vPtd/5Vv/zf/hiQxKBVxy9OexnvuvJMt27YzNz/Pr+SIjcgTJv/lnb/M9TfcxN59+0nimI/9zd+xd+81iIGH4b+/73fYvm0nT7l2L7/x3t9kZWWF73+VkyV+7Q/9IO//gz/g37/6B3j9G36S4ZFhHjt6jP/5of/Jf/ut3yCKIn7yjT/FW//z2/D9gGfc+gwWFhY5+PBBXvXvXsXY+DiFQoG///jfs2nzZsIoZKhW4y0/+xZ++j/+NLVajRe+8IVkSco999zDyvIKP/mTP8nLX/5yfu7nfo4f+ZEf4U1vehPHjx/nPe95z+Ne//vuu49f/MVf5BWveAX79+/H933uvvtu/vAP/5D/+B//I1prXv7yl/Pud7+b7/3e7+X7v//7GRoa4vTp03z4wx/mTW96EzMzM1d0r++44w6uu+46XvGKV3DnnXeSZRk/+qM/yrd8y7f0hACe97zn8Wu/9mu8//3v59Zbb+WP//iPefDBB3tO/Ze//GU+8YlP8MIXvpCJiQm+/OUvMz8/z/79+6/oGL4eu9wxXc5e+9rX8pKXvAStNa9+9asfd9nx8XFuuukmPve5z/WCoD/6oz9idHSU7/u+77vA7/s3/+bf8D/+x//oBUFf+tKXCMOQW2+99Ymf6P+F9qQGQV/4whd46Utfyotf7OQft2/fzgc/+EG+8pWvrFvm1a9+Nc997nMBeN3rXsf73vc+vvKVr6wLgu69917e9a538bWvfa3H7+zaXXfdxcMPP8zf//3fMzk5yQ033MAv/dIv8dM//dP8/M//PEEQ8Nu//dvs2LGDd73rXYDLWHzuc5/jPe95Ty8Ieve7380P/uAP9iL53/7t3+ZjH/sYv/d7v8eb3/zmKz7vy6mYRJ7CK7uJp0sz6AUOA7VAg7YRDbIDUc76nhxXfJhXaAMNT3MH2FhHBVFKuQZ9qXa9Snq0gfVhz8bJ7nGziEJcGLw9TgS1zlnMUQFfKTLVpR31A4ZucKqNdlkuuz4Q2rjf7n3oXm9rLMWipBRFxCuWMIiRnoFMk7VTUp3R4yjmx+2K+Q3aZhiR4GcVjI2xInP1NNLH93YgsGi9iBUZ2rYQ1vSK1Hth6ICQRP+aOOeyFXdodFpEfkgnbTFUipicKvPY0UWk9IiCKkK0STONkL5zNK1FCoWxlnZqGC3GfP7k3UxPaYTQTpbV79121/QRIA98BALMgAy1zINO21UAdMdvpEMdG837ECKiUNiG6NXjuP5KzimSvc+1adBsPkBmlvFFCF0lq4uPmoExAD1VtMxgZApSO0qWEL0gSGWFXimRsBJhPAwZmWwPOO4XG2X9/QkctdJ0G6N2nfh1YygfdxiMiIEYjwhlw7xxqO3vazAFfonz2/htTyQBgzYpRjdRXthr1prJDgKJTwGhXWBhRIoRaW88rdttHzQaHHgoG+GbopMoF2kejEkyGbNRyKHbE8iiN0Zz605lsBZwsCWA0a7XlyXDYvC8gL3brmeoPEkyJtmyZYbDhw9z/twK52br7D+wk1LaZmF+Cd8fpt0+z6c/9XlqtSH27r2Gc+fOk6Ypq/VVisUiz3jGM9i+fTuPPfYYQ0NDnKzXWVhYYHR0jOfd8QK8IED6BVIjaHZi6qlmpa4xtChFAdWijycNSbvB4uwCh8/NMj+3QL1eJ8sygsBnaGiIHTt2ML1pipHRYbxQEuuU5bUGJ5aO0E6bWNtB5EkPTziVSk8mBH6LOCmTZkWsVUiZV6gZSZKU0DrFGof86JZrGi2VRXkuiWW0xGiJTh3K43lOFc54UIwUoSdRePl9z/Jm0y7hIqXAZqBknni5SLASjkyQNdcuO88JXB2eGhpGWDMw0LpoYJ7EoJ8wW7e+cO0RhLbEcSdHb0a45enP4Dd+4zc4/thjZFnKps2b+f5X/Tt+8g3/IRdAENz53t/ip37ix3j+tz6XXbv38Laf/yW+73teijUGYTVh4PH2X/w5Tp08SRQVeMatz+J3fu8P1r1af+mXfp4777yTBx54gJ27dvLBD32Q0bFRAKY3TfO3n7iLn//Zn+O7v/NlJHHMlq1beP4L7ugxDd70lp/G8zze8UvvYHZ2lqmpKV7z71+Dsa4Nxa/8+n/hV9/5q7zzl97Brc9+Fn/9d3/DK1/z74iKRd77nv/GW3/mZymVSlx77bU94YNKpcKHP/wvEhirAADw5UlEQVRhfvzHf5ynP/3p7N+/n3e84x2XVCIDJ4ywbds2fvmXf5kTJ04ghGDbtm289a1v5fWvfz1JkuB5Hp/4xCf4mZ/5Gd70pjfRbrfZvHkzz3/+86lWq497nzfes4985CP8xE/8BLfffjtSSr7t276tV+wP8KIXvYi3vvWtvOlNb6LT6fADP/ADvOpVr+KBHK2rVqt89rOf5c4776Rer7Nt2zbe9a538e3f/u1XfBxP1C53TJezO+64g+npaQ4cOMCmTZsuu/xrX/ta3v/+9/PjP/7jAPze7/0eL3vZyy6a+P6e7/keXvnKV7KwsMDY2Bgf/OAHecUrXpGr9V61y5mwT1RX8Bto73jHO/jv//2/c9ddd3HNNddw33338cIXvpB3v/vdvOIVTjHlda97Hffccw9/9Vd/xaZNm/j0pz/Nd37nd/Kxj32M22+/HYBWq8Utt9zCO9/5Tl760pcihFhHh3vb297GRz/6Ue69997evh977DF27tzJP/7jP3LjjTdy++23c9NNN63Ts//93/99fuqnforV1VWSJKFYLPIXf/EX62h2r371q1lZWeEjH/nIZc+3Xq9Tq9X4x3v/ilJ5/QDtNzm7UAZA5B5Hz8e9EETqUSN63PeB4n/Z63Mi0Npy6KEm+w6UUOrx8Jev36T0CLwpPv2pr9Jqtdi3bw+7rolotB+F3AlW8sL+H13rKptttK5rGSeK1WZItRIT+JqBqfPCgIq+79bz5awlTjWPPlxheuc8UroJuB84CjypnGz2wAa7dVa948mdgj6DyGVHk9gyP5+QiYSl5ZiObdFK3Y/O5a4vAAVy87ISVminDmYV0vPx1RShvw1LC22aJNlpXLDZxhiHSnT72Ljz66pxiRwB0FgL5ajE5pFxhorDVAo1miswe6YJQlIrDxPHDyHbJ1hLfQQCrU3XD0GKDF9a7joRsWe3doFBTz57AInpnZeAvJBaeH0KjkNE+mPTGIPReU8VaxCmRKG4Hd+rYUxMmp3Pi9UFSpXw1BDWOunn5fYK55s+WgeUPMX0cItCcJGRs+4j0QtEe4fRDYitRaLYX/1WDq98np5UmTAYkaJF1t/YwA1cnwTI9wFOHMEEJGotf0YvHQStO0IrCUyFVDb7ogpiABnpBTY5/c3K/NP+hvooSvcIBUr6BN4ohWg/afsRMrNKQqPncCrhoXBNWC2gRcJTRm7joeVPOa68HJD+tv0zVzYgMGUS1cSIPnp1sZnFnVuVRDZ6yNM6z7I33vretZLOcY3jGKttXo9iCXyfofIoOzbvZ+voNcRNzcMPHeSOF3wrDz90kNX6mgs0pqc4duwxDh86TLlcYWRkmHvuuYfR0VFKpRLz8/N04g7NRpMoinjxS17M3Xffjdaa3bt2sXlmho9+5KNce+21FCd3gchQSlOKFMUoJPRDPOmRtNusrqxwbvasU55bWc0FYixhGDIxMc6mzZvZPDNNuVJAi5hme4nV5grtuEWc6TzxkOUI6oWDwyLQ1iPTAdqEGB0gREZX6c3Y0D2LMnDvAykwWpJ23LvMCzKksphMkrYDyiVF5HukKTTbGUoKIl+ilMCzlqkKbN6ylWIhwsvf2XGnTaFQeFzaatpYpT17ch1Fs3ure+MD8CYmEcWNdRRdZLb71hYXwJNCCHyh0GlGkiRIIQmjAKUESWZJsosky56IWYPEJUZMzl4QAiLPcPr0cfbvu54vfvGz7Nt3HX4ouqk0zAAqeyFavPEs+1V0AvesbhQCX59t6JtE9KhwskdTf+Lz+ZW4f8YYOp0OnuehlOKhhx7ixhtv/IbUIf1rtfe973380i/9EqdPn/6GbK/RaLB582Z+//d/n+/+7u++7PLtdpu9e/fyZ3/2Z08I0VlYWGDv3r187Wtfe0L1Ud9s1ul0eqp5l1P7e1KRoDe/+c3U63X27duHUgqtNW9/+9t7ARC4zrmve93rmJmZwfM8pJT8zu/8Ti8AAnjDG97As571LF760pdedD/nzp1jcnJy3Wfdv8+dO/e4y9TrddrtNsvLy2itL7rMoUOHLrrfOI6J4z7nvV53FAFr8p91S1+8HxB03/+5q3Uxx6Lr1w1mS3OHXuR8bind9rtZPa3/OWNfAb1MIjQaTawZwpiBuhaXKr5ohm8QLNloaaI4OV9jfq3EjskVJkacgzmIiFywPTYEQQBdJTjUAMWty323pPl1lKI/uWwMgqR0U3l/4jMu6yolga8IVIgYtazUDWgFNlxHi7OiK88w4LwKpy5mSBwSZTXWrGDMCIE3gyfS3jXTepHMLmN7/VW6st/dqVUiMEgkGkMnTmi2YgIR01hsksWSrdtGOXveOa5hWCXrKLeedBQTm4+XyDOstBSrWI52WlS9gE2BK+jHgu0KoHV9Fml7Ck7uPne/dPd9nbsuRV5bZUHFxO1HSaR0tDlMfr9AZ6vEyRk6GB5bLjK7MoTuyVoLjq2UOTCdsLma5Zc0r/UxKi/ylvQ2Njg4un79AMLq2bAf9IhcqhrVW3ODSwZWOupXL0YweDZ0fXnwwZp8Vxue+u7AHAyu8/qKkDKZiJHdpq29IMhghesfZDHYLr1w/RG5jQ9ca0c5yxAIlCxgbQuFl9f1QK9RMALfFvCtc04jO4RB5zVzKSZHYBxSKvFtCa06CKlRA9WHNvfsBp8Zj0IuUOa6ePUuXz5qfS/E9wM6SRNtDKVCmd2T12O05ti5hwlURKlYYWRogrHqNKEoMFwd59DDh6jVhlit17nv3gdYXl5maWkJ16uswaHDTjXr0UceJQxDKtUKu3fv5uixY1x3/XV86Ytf5Lbbn8P99z1AuVSmVCzh+R7FUolCscTYmJMsHi1rKpWIUPnESUp9dY0zc8eZm5tjZXmFVquVI5/ubo2NjbF5ZjPbtm2hVA1JTJN68zRz59boJK0BWXuXUFB5gNvXytyA/llQZAih8WQCsks3dJLXGaETB1E+VkVYHKKtlERrgUklWUfmtTeGLIFOZlFCsWkopBQpAiUx1tJJUpQ0+Eo4RsJAYNp9Xi6wfBG/XENu2UW8NHcBKiQEqFIVrzaCDVQubrHuqRh4KDYGQu7KKCRpnJClGZ7vEQQ+QliM0a7o0Paegq/PhHQqedYgyZBSYpDEmej1Flr/LnAjWF7kTIzdeBz9t/5gUNhbTvSXejyqtx38n7WXrGX9p5rrBRiQJAlZll1+hf/D7dSpU/zN3/zNutqbr9eMMSwsLPCud72LoaGhC0o4LmWFQoH3v//9LCwsPKH9HT9+nN/8zd/8vzoAeqL2pAZBf/7nf86f/Mmf8IEPfIADBw5w77338lM/9VNs2rSpx5t873vfy5e+9CU++tGPsm3bNj772c/yYz/2Y2zatIk77riDj370o3zyk5/knnvueTJP5aL2zne+k1/4hV+44PPDh1o82UjlI4f+OeUTm8Ay5XKFcrlCmmr+4asngX+6coyzNsO0WTkDK2cKl1/8cezssZFv0DFd2iIg8mD04m0BnoDl90x16Z4Xyq9e1izQcDKvng+rS1Dyuwo0W/BqW7jUFSkMw2s2P/Fd/nPYM0f/ebe/a/jCRnXfVBbtAq6skd6ukRv/eY/lYjbwWNtV5xfuKudSvxZYhoXlBtDgDPMALC4usXXLFpIkpVQqUyq5B255eZnJiUnmzs9RrVZZWlpiemqa5eVlRoaHWVleYd++/azVG+zYsYP77ruvJzm8vLTM8tIyU1NTAJw6evyih1urDlGrDl30O2ssxx87ueHTKP/5p9sgiNbXkjL03hePZ/0cHY06NAa+8jyPwtQUOk1INvjx7Xb7yg5uaAJVHsF0mi7zJyQyKiE8z5EkU+jrhF7O+mGDzjETz/PAQhKvV+r6hjk2vRjUoOiqW9r8t/sqibuRytefWMxTcFe8vMl//qVDEq03tmr45rObbrqJzZs38wd/8Af/5G2dPHmSHTt2MDMzwx/8wR+sE8m4nHVLQJ6I3XLLLRdtsnrVLm1PahD0n/7Tf+LNb34zL3/5ywGnMX/ixAne+c538upXv5p2u83P/MzP8Jd/+Ze9uqHrr7+ee++9l1//9V/njjvu4JOf/CRHjx5laGho3ba/53u+h9tuu41Pf/rTTE1NraszAjh//jxAb3KbmprqfTa4TLVapVAooJSjR11sme42Ntpb3vKWdWol9XqdLVu2cM2+ApVK6aKvvEuhQY+HWvepNnYgE51/l3/flVLW2nLkYIs9+4pXRIe7FAXvEksTBmXCYJwHH3yE2dlztFsdakNVbn3WU8nso6TZWm/ZC1GgbrNUy1orYKlRYKLWIgrdbBMnHkfOTLLccs0pq8U2+2bmCPyMLJVIZRhE6AWXzqRpDUceLrBzbwNtU9JM5xlVl4Hsnq8SyvVoupCR0SsIt/n16SdKBVoLlhYNwyOCVtphca3BWqtFvd2m0emQpTq/Air/AWEc7SKTLYfYCYtQbh9S+khZQIoiQhRQouIkb61Pqs+i7RLYlEFCRa+g3JqcFucaJo5FU4zWxgj8CZqdccZrGY35VVJdp5msYdYOUQ4ypBRoYzB6iGFVIdbQTixKQdkXNFPLBw7GPPW6JlGY78/kF6aXxB3sTA+DtLHemDWOvtmlfbqEZp7VzGl2zUxzsLNGbAwrc1OkaYhSDknzhKQiQ7DQSAV7qh5PHQ2wIqMTzOW1SnkW+fEomNYV8u+rPpdD9U9jMAPL55TSiw8nuhhPj4poJF2taoF0tVG2i+h0G0/2L03/39YhLULnP6Z36dahhj2kSwDSIV7WQ1jZQwItuqc0ZzEIofC9cQrRtVjTQrdmSVl0/VkALWIn5S0sQrrGk3srt3No7TNORc7iUAUboEyIsB5YSarqGJE4lUPyYvvuw2CtQ8mQlKIaw+EmCmUPbWOqhRF8W+b06iEWV5YYqYxyYMfTSRuC4YkKxx49xnBthMmJaQ4dPMzWrVv5/Bc+j7WW3bt28cADD3Lbbbfx93//99x66zOZn58niiIWl5Z44Qvu4IMf/FOe9rSn89jx49xy8018/vNfoNVqcsvTbqFYKiG8iMXVGJRkrFYkXltiZWWF8fFxpqYnMFrTbreZn19kfs5lZI8eO0q71cYYTRhGbNmyhc0zmxkbG6ZSKVIqVXnooYMEgc/mmRFOLR5htbmMNlfgrn69PrR1tFxfeVgkWnhkMsJKPw886AKa9F5WCHwRUvZLVMMKxaCMlF0luK6Tn9Jut4miiDAMe7trt/t0uPVo0MXFZADI60Z6Y9iCsZrMJBiTXRRVsr1t9iQc8JRHlmiyNCMMAzxf9cRitBbEWXf8f6PNIqxBScOu3VtptVew1gVAypcomb/wBnbdba6q1yFBdv2/NsK33fcm5AInA0ig6EqI51Q46ehw32g11cez/xuQoPn5+W/YtrZv335FlMOr9uTZkxoEtVqtCyBcpVRPqz1NU9I0fdxl3vzmN/Pa17523ffXXXcd73nPe/iO7/gOAG699Vbe/va3Mzc311Nx+/jHP061Wu3JMt566638zd/8zbrtfPzjH+/xMYMg4Oabb+YTn/hErybIGMMnPvGJXvHaRgvDcN3k0TUhwNG1Rc8RHOy4fiXmKG+gJAPF+RcGK0Ku7x/TNaXEN7QmSEqfYmEUnRU4cuQ4URgyMT7O8eMnabfadFqa8tAQxjTY2FcFeuFPfnIghGRudYh6p8Tm4RVq5RjftyhlsHnDv0Zc4MxSDWEsa62IiZEG02N1V6Nj15NJLmnWx1gP32+R6W5+bXCC0k52Ni/86fZr6jrsxroM3uB+stRSX7UoJQgCheeHdNKYVHukxiPVkkwnrmnrQAF6lxaEBWsUwtd9YojVaJ0gRBPXm6eKsRm+3Irv78BkKdqsgtU5QS/fnrV0lbosmszCmlmjaMZZa1aolhPKlYzGPIxPFLFzhvboLdz32HFarVU8qXneTJF6R9POVZuFgVYKk0XBt272+JOvebz02bHbjxDk4oEIr3ufc9fHMOA42ZwSavs1YHZgjArjAom8tu1EskbLJPjGo5Uo6CqDAakxSKMoeD4azZk45hp/mTAZIbMZ1mSILnfeXuw567YcNT2HwqBdEDTg2IjLOBy2rw2NlRqrBSLvjWR70bgYCMw3jtC8rmdj5C64cL/dGGrggbddGpV1AYw0Psr6CBsCriGm0BbdOY+StVyF2COVa66WZ11Plv7+uvS77kcZbTLbRlgPpQOkCZGEWDRGuIBLConIgzKAwA/YO3kjjx2eRdcVQVBmzzNuYHFumWfuewHNTpNKcYi4lXL0xEOMjtzAkYeP8axnT9Fudzh06BCVaoXhoWGmp6d49NFHKVfKeL5HbWiI8Ylxdl2zncWFJRYXF5FexvU3XMvk9BjV4Rq1kRoHDhzgvvvuo9XJaCmPTtykVBCMViXD1YBgeCvVapXl5SXuu+d+5ubmWV5eotVqo5Rk3779DA0NsXPnTnzPJ447RIWImZlNjIyWaDbP0+l4rK3VufmW65hbOcJKa94FhlfCVLqsr+RebMUgohKVkEKQaUPcySiXIqIgwAKpEXSso/YaS07pXb8VIUDiESqfgucTeB5SdDNIfRW+3joXqcnp/rbWorVGKvW4z0d33+6N2QtxBr9Ydw1E7wMXAinpY7UlS524hB+4AMhaSDNJZjaS0b6RJrBCuX0kGYFne/Nnkkk8ZQm8PqW9mxQDkPTkd7C52M6FzYbzP3MhlPVZt/6/u4m3fm84MbDuE/Mfvh7756LcXbWr9mTZkxoEfcd3fAdvf/vb2bp1KwcOHHBSlu9+Nz/wAz8AOBWQb/mWb+E//af/RKFQYNu2bXzmM5/h/e9/P+9+97sBh+BcDInZunVrjxf5whe+kKc85Sm88pWv5Fd/9Vc5d+4cP/uzP8uP/diP9YKUH/7hH+Y3fuM3eNOb3sQP/MAP8MlPfpI///M/52Mf+1hvm2984xt59atfzS233MLTn/507rzzTprN5mV13zda7/1jn/jLqLt8K9G0U02t4OP30I8LM3FuwvvnyxQJIQiCKmEwytz5Vc6cOcnk5CQzM5M88MAhhBAkScLsuTmeMroJpVbRpoELNgazYpau5rVAUCkmjFZbnF4aot4uUA5jFBnLrT5PRhvBmcUhug307LJgqNymVEivODf26NkxWmlAwe8wVFukFK716qecc+7U4oRQjhM/kJwzFtptQxh20Qtotywry4ZKRVKpSqQEiWK0UibNNKk27nem6aTJ+oPJgzdrBMIzG4IjAIO1CVjQJkaKiNSeRMpdhN5u0uw02tbRpo61WS+wtjYPuPMD76Qpq80ypYKlEKyQpg6Z8EuGQklC0/KyF9zE3x19CDN7DoGgndkLHKnVxLJ1SKA6Pmma4Hs4FKEHieVuzMCAN8ZF6uuzoAM4R/6dsMI1VzWSzFpWdOoUslQ+xnMEJL8TJGhK0hX0e1LgmyJOEc2hKkp2fQs54KAMBGTdZMQ/Ias6KJnu5MBdTZJDswZKnnu7uFgyYN0CgxvPv3GNL3siKtbJpg+4WTmalCvfdeuJrHJBiQiwIgaviFYFdLaM0Wn/OLoKfoOHcLFLIixWZISFCCUla806VgsUHkr6CCEoFkqUixWUL6mVhhkpjfJw6xh33PF87rrr45w6Mcvc3BzbxVYOHTzM9KZpBJLl5SXW1tbYsnULDz30EE972tOJCg6NWFpaolqt4gcBY7UqKyvLXHfdU8hMzOzCKp6MuPbGazkxO0tUG+X4XINWIklFAyEt1177FLbs2EacaaKgiicEa/UGxx89zuzZWc6fP0+j2cAYQ7FQYGhomL179zExOcbpU2d50bd9K56XN3cVPvXVFkeOHGbb1q1snpnm2GNnGBsdQZs1VptLX6ezOQgNDpq736nOKAYhnvJotVLOnG1R2FZAhi4ICBR4FrQlD4Jsbx4QgDaWRr1DEmu8IYGslBH0HVwLcImmkRc/Kpew9AH5BOg+68b6ZS6TEAKJpBMnKCUJAi8PgCxJHgD9i5gQaDw6qSHIkzBKumMQwhAo24tZujkFKbrJnrxHGt1ghnWoeE8Iop9lu/ghbPh91a7aVfv67UkNgt773vfy1re+lR/90R9lbm6OTZs28UM/9EO87W1v6y3zp3/6p7zlLW/hFa94BUtLS2zbto23v/3tF22WeilTSvHXf/3X/MiP/Ai33norpVKJV7/61fziL/5ib5kdO3bwsY99jDe84Q381//6X5mZmeF3f/d3e/LYAP/23/5b5ufnedvb3sa5c+e44YYb+Nu//dsLxBIuZ73Gf0/wLdZ1EFuxZi3OsBbaicYreOt9ln/GoGfQlAopRKMkccDBh49jreXaaw9QLEK7s9jLlJVKJZrNJudmm0xN7yZOZ0mzFYyJ2dgAFHInUmomamustCIaccRKu9ALHgcpSv0+RZZ6J+Lk3AjXbF7IHZVLH3t3W8utAhk+zSxiJS4TeW2mhs9RLTa6EIzLdBqBkKo/Z+cBrO+vDzz9AMYnJZ4nel3PsYLQ96kVi8RJRuprEj/DGONkswfMOf9ivdrahvNwo0CjbdPJKmdHifx9hME+OskDGNFinSxxHjSIvPjaAonWlESLVHdotlNgiEZ7Da9sSZsJp05Kto1UmT+3eslrqA0oTxBIgV4do1h1TUEN2WDyEtcJvltN3Ef7Bv8E1lOouuiHsrnogsgbIiqKYcJaq4CSWS5OAUKCMQJrJNsLIT6CdrCEsY5qI4xwiB7dQGgg8OoiMI/riV35M9ULIiT92OeKVxf5FsTAMUmkUAgRISggRQEhQiDLA94OrmdON5jpK8VJESBFGWyQo0wK6xURXhHPjmOoY2jk6178OJVUWGMG7pU7sUJY4PqZZyNtyInVh0izFmO1zVTCYUZqo+hYceqxM+zbtZ8kyVhbq5OmKbOzs8zMzHDs6FGkkmSZJghD7rnnXp7//OczvWmaRrPBc7/lW/jff/u3nD1zmrGxMaLIZ+/+3Rx79DFuuuV6ypUiadpGI1ltZsyvGlpJiq+chHMUZEShZOsQDFehtnkXRgvq9TqL5+Y4f+48c3Nz1Otrzon3fcrlMjt37GDTpk1sntnM8FAZbRq0O2ucPgX1tWPIbg8koSgWRjhwYB8PPnCQ2tAIS4uLbN++lUZ7jmbSfsJB0DpEfENygPwvk7MArLUEgUJ5gsWFFmniBlsYeUQFn1DCujEt3KO1tNBk9mwdKQWrSwlPOTDiEhh0GQYuWXGlx94dMuYSgdPlz3d90HexqVEJRZa5oCeMQhAmp9FupJv9S5hDhdLMooTtzUGZFvgDTZg35hFynZJ159d9WqUQucbM5YOf3r//ifN8kiRIKZ9QncpVu2rfbPakjv5KpcKdd965TpZ6o01NTfH7v//7T2i7F3t5b9u27QK620Z77nOfe1mBhR//8R+/JP3tyq3vpGzkVW98r208lcEACKCdGgqBxVePV+9w4bYH0fb+Pi6Utb3YNoWQRGEN3xtmdnaFUycfoVwuMzIyQqvZAiIKhWHCsAk4WuCunbs4c/YsjbUWk1PTFIqb8LwMbdZIdZ0sa6JNjEM73LFVSm32z5xnqVFidrlKMw4YnD6ksJSLCdbCWjvE8wzDlTZKmcuo6vQTnVJZSl5CnHloo2gkFc6tWJTQlAptNzFZpzqkBXhCraM0aG1Rqo8udAM/a/tKfN1AqBSFVAsF4iyjGEYYDDYBbXSOCuKCFfX4zsegg2xt5qhyZgUlRpGyiLR1zEB9ULduSQz4GpleJEmHSdIOsWkQMMSphdPEuoOSAZ7x2D+0hcPZsXwbF1rBg462LLQMXqGB0mW8rEgqW2RBg5z/hhDdcXXheXWVDR1qNfDhwE4LKqAoQpomQ0iP0ZEWnSQg1R6ecMpoEp+mhoma4MCuGGPaqCwjSH3SLENb09tPl17Tew4vE/8Ivr4ss8Bl4kWuojZ4TpdaQ6AQooAL8DNAIwhRcgRfzeTvC40lRuDjq01ou4wxDYzpYImxpDkS6CFEkUjtR8gClgSByuvKfCRhvkwAvTeSRknFSGkciSs6f+rW53Bq6SgrrRWULBCFRSaqI5QLFWwccOTIY9z89GdTKVd49PBR7vnKIW65pcpjxx+h3WqxML9MoVhAAOVyiU6nQ7Va4fy584yNjbG8vMzTbrmZo48eo1ItMjE+wlqjzekzJzE6ZfvOTSg5gTYdNm8pMbPlJtZaMSfnlkkSaCU+0hNI5TNeEwyXJbVySCEsoIQiSTSLc0sceuAo586dY2lphU6ngxCCSqXM5pnNbNo0zeTkOENDNRqNNrNnZ1leWqZSlaw1zpAkTkHA2swhfPm1arUXqFUjJqcmOfroUeJOQqkccWah7p5rBuajy8TYF/aAW7+C7T27mnbawVclpBQUiz5nT9dprCUIKdCZplQOmJisEIYeWaZJ4ow41nQ6GUuLLYoln6GhAudmW2R6fS3hZR+IjYfeQ5yfIKuB/qhbt72LfCKQZGnqZJqlcCpwOf7Jv3gQ5MwKCejeXKLk+mMfVC21A59134X991FfYnujddcVGz/MUb3e76/TkiTOe1cFV6luV+3/SruaAngSrIsiOIrSlZuxkGRmXaDiUAoXBH0jjmv95HfhNj0vohCN0WlL7r/vIHPnz1Gt1tAmo9VqsLbmJMXHxsZd9loKsiyjUPR46lMPcPbMHEcfPUGr3aJQKDI6Oszw8FZKJYlQHZJsniRZwtgUgaUUdSiECcUg5uxyjUY7JNUevpexabjO1GgDrSWPnRuhVm4zOdS4QKb0YqZz+sTM6CoTwy3izKPeCFiLI5YbJc6ubGZH8Biep3sInDEWjUX1GwP16GZdv6U7IXadApM73NYarIFyFNFJU9fsMa+zaMcJOss10y8TAF14zyzGNMn0Cr5KUaKKES3XH8TGWJv0pleHULjAKTN1skzSjBPayQrTbOPs8nmEtGwemWJyskilNkRjSNKMLaNFwUKrT4nzJRR8waeOZRBpRGGNNm08XcRPK3hxSOo30KrTPdL+kOpN/t1rdeF5CQTKhHhZGd8U2eEFPJSdQXsJ5UixbXOdc/MVWh2FtR6+H7Bnosrz9xVR4hz1VgpJ/3jTLMMagxESietbdIm47KL2daGrwiFUVguk3//44tLCztETokgodyFVGWMSDKtYA76axtIk0acxtpEXgys8NUrgbUfIGYxtYTEY08TYVUCgxDieN4KxTayxCMJcVrnl1pfToCK0XQabok2LkdIUeyeeStxJaK0mdBYlt+z9Nuqry4yOjKAzy6OHHuH86QZPeco22u1D3PsPD3DLzbdw6NARKtUKDz70EPX6Gr7nsXvPJnbt2oW1GY888iinT50mKhTYsXMbY2OjzM2dp1AyfPu/eT5+YBifjBgZD4lCybNvv44kXabdbmGMoJUoGu2ERuxjCSlFsGUKqsWQwC8QeCE61TQaTU4fO87583MsLMzTarVJUyd5XiwW2bFjBzt2bmdyapRyKcQSk2ZNjF2g0Ug5evQonuczPPIMwqhMljnqqtzQvBogTlYYH5/kkSNfYWR0BEvKamsAQb2SMZbPCRvH2bq3sXConOjSchF5qwNBsRSw55oRPF/RaWfMz7U4fmy5l4BQSuL5At9XjIwUaDQTzs2uMTZWI/BFj/rrkirdXgBX/i6SUj4xJKgXGVx+H5J+Q2rPVwzK5rt4oI/G/EtaD7UR4EmL75kLpszBfI6164M+IfuiOpcKgAZ/9z8Xl/zuiVgQdBuaJ3Q6HYLAx/P8y6941a7aN5FdDYL+DzIpoFLwsO2MOHMTjq8kvtfN4NieU34x2yic8EQSd130x1PDnDo5z8GDh5BScs3evUxPjVMoKiwxUiiyzOfIkeOsrtSRQqK1JsvcT5o5yo6nPNbqdebOn8cYSxgGTE1NsnXbZirVaTrxGeJ00WX5hWGk2qJaimnFAa2OTyHMqBZjlLLgw96ZeZQySIzrkTR47O4E1v3te+76TY+sEQSaQpAwVGqhM8H8WkQnyVwTVWv7Ac0AJUgOZGuzFDzfNayEbg8m0xNToEcvcddxqFR0Igw5dcIYSytLQeqBTOEVWD6DGptibJ0kewxPTRB4OzFmmVifwNp0gHKYU62ERyAnSPQyuj1Hu7PKdMkhUoUgZKQyxsTIDgI1xtMnb+bue/+BZw+XmSzlhdbSBXsPzWk+djTlBbfm10dkpF4Do2L8tEKQ1DCyROqtgei4oA/yQOwS4wyFZyL8rIw0IUbFmNIK24uQtCocbzZYSzOE12J0qsOYLnL96B6eOjXDeCVCmzaNzhLlKGPQVZVCkGTOCRa9a7EegbV2cI1vrFM1GCi7v/sOo+gFQAG+mER5o2i7iKaBFEWUKpHZ82TmrLufxDj1CUmmU6xNkaKAsWs42mANT00iCABNas7mD78ksbPorIEQPgKF701QLuzGVxbfazNU9JkY3kxoBJ/5yqfZvm07UimINQfvO4g1lt17djM/P8/Q0BAnT55kfn6BpaVlbnvOc0iSmG2jW9m7bx+PPXac1ZUVZmZmmJ4eI06W0GYrX/riPzA+Oca2HRNok7JpywgLy+eISgH1xjJx0kFKaHUatGJJkiiELBBrSSt2jtrWKUWlEFIqRAhraTZizs46etv83Dz1+hpZluH5PkO1GhMTk9TXGoyNjXLNNbsZHS1jbYs4WabeaPeQBc/zGR2doFqtsri4xPHHTnH9U3fRiRuAa9rbzd73x6xD+tYaDa7Zew2NzjJxNqA9fRELvQBfKZpJ54Kg2GgXvHueQgiJrzwi3zU/LQauBstkgvPnGiwttWm30h4C7XmSciWkWA5pt1K0Nvi+QnnSIRVSYI0ly3T+3i3mzWgtWdbA2MSlbayHtRdDBi7+4HbfkRcL5GD902TpO/LdIv/Hi4eEVOjUBRieUjlC2t2vYwRc2IvnX9IsvmKgafbANwMnZntBW84WyJe5kBB46f0MEgivBAO61P3omlIKKSOyLCNJUkdNvYoKXbX/i+xqEPQkWFfhpUtRulKnVwiBJ6Fa8Ki3M1JtKASSOHW0i0Kg8o19YycEx30fI4lD7r3nIc6fP8+uXbvYtWsrfpCSJKs02y2s1QghCMMq1+zZwec+92W01mhjWFys89hjp6lUylyzbydR4IGQZJmh0044P7fAqZOneez4CXbs2M7evbtQUYFW5zQ274rge5aaMlSLDl3oTjpCCHwvnxiN48v3jp0B2t8APaH7mSd1nzpnwVOWiWqDOEtJs16Je75pi9G5s6Q8ZF6oH8eWNNNICUliCYI8KyoEvueca22c0pgUUAh8xmpllptuy2lmyTJDoteLRay/Ceu/6ktzGzAaTRNrTqLNGqG3DU9tItGzCFoD2UeJEBJJGU+N08keJYuX0VkCJSgEEXs27WPflqfTXM04Ofcoeyd24D/P56P/+3OM6TLjBUkntTw4ZzjWzLj9qWWef/1OHj7zVZK0A1iMSEmCFaQJ8LISYTLsmnvKBCNTjEhcs1jIFcpkT2lMmQiBRKsOcbCAkQm+FEDAU4dH2Ds8zPk4IzEFakGFvSMzDEXdBkwWIZr4nlu+e92UFPhK4qWKVGv6Ahz9MeGc275j0VVfuvSzdHHK0oWL2by+a1CE4SLbEgFKDqPECMaukOqzDtmxGiF8sBnGdgA9sM+8Saqec9vHFewLFhGigBCecxiFxJg2AovveRSCApVCleHqCMPlKcrhGMWgRBrH1FeXqJ9bwBrDlpktgGvcp6Ri27Zt3H3357hm7zUkccLMzAwPP/QwmzdvZnFxgfvuu5+bbrqZY48dwx48yNOfcTP33HMfyytL1Oo+jeYSUbHCs577HDqJ5ti5Ju3YOtokEqf4JxCygBQO+dZGEQUQeiHVQsSmyYhKKDFZwsryKscOP8b5c+dZXl6m02mjtSEqRExPT7N5ZhNTk5MMj4xw7NhjYC279mwhzZZpNE+SZbEbMwPojrUGP9Bs2ryJpaVlTp8+zbbtMxQKw8DqhQGQAM+PqK+0MFozNFxloXEEMxjk5i8qKSQFP6Tgh5SjIkIIzq8u0oxdzx1PecRNy9pSwuR0lanhGr7y3HtDql6gkCSaUyeWiDsZY+NlgmnF2TOrJKkhLLiFpIBSaf303kVTrHUUXqUkUnogBMauYYx248kKwMfagAtN9La1nl4tL4pwyksERLZ78USXznaJMCAXREh1lqNgXQETejU28vG4z/9Eu/n6p/C6H/kxfuhHfuySywSeRW2IGezGSaj7ftkQDXZ9AGkHm273vt4QPPbeTlz6vbTergTBFkLg+z5KKZLEoUK+7+P7V1Ghq/bNb1eDoCfBBtWXenRx2++TMvj54MTQ/cxXgmrBI04N2kAzdgGAsVAK1RW9Hgd5yQOfXnisQlIsjtFcU9x/332sra1xyy03M72pRrszT6PZXJfVttYSx3WqlSEmJidZXFomTVJOHD/B3n27GZ8oEyfLtOLEZQGlIiqG7N4zwY4dM5w6dY6DDx9kcXGJW265jlJB0myfdIGQdQhL11V1mTXRrexwpTd2Pd3ocpPAYC1Kdz0hJJ5SGGty2ezusuS0OIMWGiE9pJQUCi57a3GyqVKC0ZJ2R6OEpNsrxw54DqEXUgo1caoph06S2XZsDynrZwkvdfz9JawFozOs6ABNUuYJ/BJCeDjnsluhbwGFJ6axtMmyRTITEyj3Gnjm/ucxXtrC6cfmUUqxb981RAXNcHucTd/9HD535GG+cnCBVEu27a/y+mufw9Gjp0mWFTsnD3Dk7L0uoy4cKmZkQhKkCKtQOuzR26RxanS9uyQsCIMRGZnfQqsOVmS974wFnfc7GQsL7Bgp4KtJpBhad0WkyAi8FPdas2TaUEIQ+pokzQg8TZym+XOTExWtyIPsi42NrmfTw5PoKdIJH1crpLE2YV1/pvy/F7t3tpek6G9biAAlavhyK0rWSMwxjFnDEudOaad3/9Y7mi6AMHnLRDvAq1EqI/QiQj+iVhphuDJKrTRK5BUpeGU6nYz6ap362QbHl06wulKn0+4Qx65GIIpCDhy4Fq01nlKcnzvPiePHqZRLaK1JkoTR0VGn2rl9J77vEScdJianKY9MoJRgbnWZia3baXQEB0+2sCYEkaBtiq8MoW+olUDKvrunpCX0cUiVKlIpOOnnNE6orzaYPXaC++cXWF5aptlsYq0liiLGx8edZLZSZDqjXC6zfccOxseG6XQSlpeXeNrTbqDVOUPcqfevY17P0r/XFmMSRkeH8H2fTqfD4cOPcPMt111yjAR+hfn5M5TLZYJIUV9YGfhe4ElF5IdUoxJRECIRpKkhTjJCGdEWHUphgZHyEC0vo724zOTQMMUg6I0n94xbmo2E2TOrWGvZtWeMqOCTZRp1ThLHGRUbXtQ/7r7vzQCiraSPwM+RFQlCIbougRWYDT3HxONk7By1az0SdLEAqLc84EmFtQN7ucjiro2EwBhDGAZsIAhCD8Fdb9/1km/j2uuu55ff+avrPv/TD/wxP/uWn+bRE2cueWxXat29emoguOkGmvSTnY83IYuBfzxeILTxqv9z4F5SSsIwJMsy0jTFGEMQBF8fFfiqXbX/Q+xqEPQk2AW874GJY+Mcc/E5R+Sy2JKVVtpDPtY6jgJUCl3TzcvZpYrVB4+zEA0Rt30effRRAK67/jqmpys0mqfROrnoesYasqzJ8HDNBRPGMDk5weRkjbXmKTKd5g1IBRjIsjZxvIrnFdixc4Jyqcg/3nMv9977MDfeeIBipGm1Tw+EBrbHo3budO5u2m6he9/BGTjbXtrfrdulJOTFtT3X1ZmSHp60GJOuo9d1/QCttZvkTZ6RzNlwQg44qsLQbBk8l2zFGAEYosDD9wVjtTLKg0bbw287xGKlZUnSdL2zm2c81/Op6H7YO29rUiwNBD6BZxxFSvgYm+QRo0TaEp43RmyOIWXGaHGYHVN7yRbAi4c4MX+GLVu2MDZWJkmXaTTXsFYzXqzyshueyctucNS+OEvxVIEknebE8TNsKk6SmAn+593zxG2FXzDsn7bcuMcihMF6GRlNXOPMjZlMm/fRyX82DF1jLVob92MMmc7wZANEFSEclUcIQ+jH+J5EiLDXgyvwPLQxdFSKpzKXAZcpnTQjy0ze23WQQioGfnefSwHCQ1JBieFcTCBCCp/MzqHNCsa2Bx7WgfHSJa7k5+eEDyLoHbdEigKemEKpKpk5Q6YXsDbBkuX3Nt/qBUiS7Y3V0I8oBEWGK6OMVCaplkaIZAFflWg229RX6izMtVlaOs3a2hqddkyaJmht8DxFoVCgWqsyMlJjanKK4ZFRyqUy9957H0maMjU5yUMPPsTQ0BDj42M87/m3UywpbnzGDSw2LPVYkyJZOrNEELjgrJNA6GmiAEYqrpGxFJZAGec4Sve3FAIpPXwvwveL+H4RncLqapOzJ05z9uwsi4uLNNYaZFoT+AFDw0Ns3bqFickJqkMlVGAQ0m3LVxHtpubwoUPo3bvxlE+pVESIDknSuOQbr5sQcQInKv+3YPbsLOdmN28YH848FWK0z6lTp9m0eROteJUkp8L5yqMSlahERXzl+vDEnYzzCw0WF5ukiSEsSCZnhqmVi/gqwBZTPKV66JGxEMeapcUmS4st0kRTG4rYtLlGEHoIIZzzGnjEnexx6E9u3GSpYa3ewVqo1TynYimKPUSo29fJmC7qfanmmOtxii49yxjTa7p6JeZJD23SnmrahfdEYvJElOcpeqqX+TtRPynqcN1js/3Xlc1TV915aSCheakIZlA4weSfS+vmo40yFf1V+/qBgyqz36iGqYOoUBzHea2Qqx26alftm9GuBkFPsg06u92g5ELVtgvWIjOWtU5Gqgcdrn6A9YRqSy5iQggCv4QUQxw9+ghjYxMsySUmJkdotc/3AqCNFIgumpVmHWrVYYIgIE0zhoZrpFkdrdOLFsJbLGnWwjTPMjG5henpTfiex6FDR3nqDXsJghZJupjTOfpn3HUM3V95Vlfa3rFsCDfpzhpd19LmadZ+xs2CsAgLnpIYq8i07jnLBkM36sy0xloNG/dhc1UwCX4IWWZ7yFUQSKRnUJ6j4VQKEUqInthCknOzm7Hg1GrA7FqANoLhombbUMxIMWOu4bPcdo/ucCFlrJD0+s9KLFI5KpQxhjTLhRGEBOsTqK1IFVP2U8Zru7lm5lpkWubYwil0Zrn+ugMgmzTbp7Gm61Stu8MI4Ry8JKsztblGY22Et/z5pzh7T0DWjnoT83wZHj7X4Vv3w+Zxh+DRpcENOgmPa3kzRuN+MqMx1mKJgQ5QxFMZUdDCU64vTugHeePHiFSDNimeatORCVK6ay2loC0y0swJVvQckwE6nBVdxKaAL6adOIHIwCZIWUTJKspWSLN5rM0QKAwtjG3lG9Rgc1lyqREIlKgiZQ1PDmGI8yHpePmpPkmqz6FNwwVBdhD5cb895RP5RQphmeHKKGPVScqFYUJZwBMh9foaq8t1Tp1cYnl5iUajSdxJyDJ3L/3Ao1gsMjExxsjoMFNT01SrZYrFiGIxAqEpFoeprzQ5cuQwAHv37qZai3jZ97wIKTSIhHanTaPVwFpLLYRKIMiMRIouNcj2+m11hSi611UIJ3fueRFBUMT3imAD1hptzpxb4uyZg8zNLbCyukqaJCilKJaKbN22lYnJMSYmxvELHmvxEvMrx3jwkZMINKWwQCGIKBdqTI5sZ/eenRw5/AjjY+OIC18GlxxvSoW02zFDw0PUV9dotVocOnSYYqFIIRoizepYa/BUSLE4zZFDJ2k2mmye2cRS4xiB8igFEZWojO/5WGNpNlIW51dYXe0Qhp4LYgLFiePLiNTDVx4IJ2CgPEESZxSLPlmqOX5siSzVjI6XqNUiwsgbQLAtUjpZ7HbLjRlMFz1yyYNOR9Npp7SaKWtrMXGcMTFZplJ1dEohQMqwl1NxqJDp3bMrumr5fTXWXBYB2rhVTwVoc7Fgy6klZlmGVNKhTRvmy1TLr7se6Cd+9IdYXV3lGc+8ld/6//4baZLyXd/9PfzyO3/1klSwP37/H/Dzb/3P/N77/5jnP+9beMm3v4Trrz9AGIb84R/+EX4Q8IOv/QF+9mff3DvTkydP8R/+w5v41Kc+i5SSF7zw+bz73b/G5OQE9foqm6a385nPfoKbbr4JbQ3bZnawe/du/v4zn8QCf/bBP+UX3/YLPPTIQU6cPMH1+67lT/70A7zvN3+br371q+zevZvf+I338sxn3nrZ9+qVKvhJKYmiiDRNr9Ljrto3tV0Ngp5EG1TTGXR4LleUaIFmrOmk/fWlgErkUQzkE4SvB3B8+kGUlB5RNMbxx85Rqw0xPj5OY61BEAjWGp0N29hAUcCidUxUCPF93zlgRpP1CtMvfXzaOIWqUrFAbWiYOG5x6OBjHLh2F1p3yHQTcs011yS12wiwv/9B5nQX6+kdpujTNgCs6JHp8qX6Et0Cge8p970xOdIj3TrW9vpUpFr39i0H6BndTJ3InUKhBJnRiNw39nFKT2HgY6wlyTIKQcCpuM1nj5VppQolXCfyM6uS2bqPJy2p7lMmhAgZDlOun1gjUhZhLZ1kiIfnT3NsaZXEBASBYXxojW1DkplCwOQwbJt4OqPlTZyfXWRx6RQAy8by6LlHmai6hqOIC1HLrikp8ZUi0XXu/MJXOf3lAKMtKsqpMdqSrsH5r0Z8kjbfVTKUCrYXqLqi640B9KXHhTGGzDgUKs00oZ9i7BKh16IQ9Lu3O8pPSJIVAQ9PSjypCVRK4LXxkwV8r0HgKQIvpdlxqFBP1W8gCHL+REggd+CpUVJzPEdpLEqUkLKCFBWkLOBocRpPjCKYAYyjI1oPbAbS1SJJmdMUBUhKWJuQZvMk2SkyPY8xTSwZQkDoh0RBiXJUYaQyxnB5kkJQxpcRwvisrqywen6N2ZXTLK8s02q2SZM0z8YLwjCgVC4zOTnJ2NgIExOTlCoFSsWIMPBI0iZJ2iRN67TjeYwtUC7P8MiRo5w6eZJdu3exslJH2/MsLLbW3S9rHQ2o/9vRCvs4Wj94dkGPQqnAIT1eCSlDWq2UuXMrnD17kNmzs6ysrNLudFBSEhUKTE6OMzU1xfjEKOVqgY5usFCf5b6zD7NYn6PVaZDpLHfkBeWwTLVYoZN0aMdNtk3tZ9fuHTz4wEHX5+gp1+D7RZKkeUk0SEoPJcssLh5jz549nD0zy2OPPUaj0aBYKJImJWq1MYQEnQmOHzvHQw89zL79+yiWBR0NtaGJHBWxLC+1WJhrsrzSJoo8tm8foVqLUMopu1WrESsrHYaHi0gvV3HzHLXNWsvaWkLcydi+c4RyJeyhU92x3k18RZHH0mKTc7MN4k5GkmiSJCOJNX7oEfiKMPLIMsPISJHRsSJYizYZxmg82U+a2Zw294R7HAmxvhZm4/cDv+3AJ0ooBNKhPIMAeF6X16NldVXhcMea6H96k9TP3/1ZJicn+cuP/g2PHTvG6/79q7n2uut55atfc8Gy7/2v7+H/+2/v4c8//BFuuvkWPOXe+3/yJ3/K61//Y3z2s5/ky1/+Cj/4gz/CM299Bs9//rdijOF7v+//pVwqc9ddHyPLMt7whv/IK7//Ndz18Y9Rq9V46lOv4+67P8fNN9/EQw8+hBSC+++7n1ZjjWK5whfu/jzPvu3ZOdrmrsAv/NzP8/Z3voM9e3bzCz/3C7zyVa/i4MMP5T1/+kj7lSebLjTXCN2JJCRJ4qixV3sKXbVvMrs6op8Esz21sPXUre7kZoy5qEPYQ3mAyJfEmSHLnMPjAqAro8Ft3F6vTqHL/EEQhTXW6pp6vc4NN1xHq93BWN0LJC7lRXQVcIzRGNPB8zyXscuSPIP/+EcohETJgDiOKUQRmzaNc++993P61CqbZnZRbxwms23n+HSDl3XH30eG+t1g1h1hn7+QH7AlX693K/oTiES44mShe31/BA7pMa5yG4PMmxeCoV9k7YQQBEJKJBIhJZ5UeF6AJz2U8nOZdEvoJ3iqw6HZkL89JMlyvl+GIMmgFEI7tTn1wyAFjv6D4FwzZO20z+ZyRiXyOVlfZqXTApGAMCTtiGanQCNepbP579kcfjuiU+bQyWM8Mp/yiftP8oO37+At7/sUmbVMTYd833O38oID0xcU/KbacGy+QSfVTFRCRks+j/6jwWSgigPXTglU0aJb0Dof8vn74fm3NNw1FdKhbd17ll+ti/pc+SLakotsOKENYyzINpBhbIDJRK8Y3S0X4YQgBO41p/CUpRj6eCok9TyiwMf3EuqtDq1Ol/bYRQgtVggkCiVLZHaWVM9hbYy1GmM7SLnWH82i25NJ5bVYNqfMVRA2QqDduqY7NqTbhpAYu0bgWarFMqVoiqHyCEOlUUJVwKMARrK0tMjiiQYrK+dZXV2h3YrJdAbWOc6FQsToyAi1oSojI8OMj49TLIUUixG+J9CmTZZ1yLI6nXieZislyzK0djBYuTxKIZziwfuPYLE8/Rk3k2ZLACRJYyDI7D4j/d/u8eujrM5RV0jp4/sFfK+IFAWSBFaW1pibO82ZM2eYn5+j2WwBEBUiakNVrpnaw9jYCCNjQ2hiVtuLHF+8l4VT51ltLBFn8bp3SNfJsxbWOmu04ha1UpU4i0lPP8A1W29k3749fPELX+bgw0fZv387Ss0Tx2u5IlwXxVB4XkipMM7iYhOdGaamxlFKcvbsWXetgUcfPe7QRCVJk4xGo8nk1BS792wjSc4SKp9OJ2V5uc3yUhtjDMPDRUrlgOWlNoWC37uWUsLQUIGTJ5Zpd1JKpQApHe2r2UyZm2tw5lSdZjPhyKE5xsZLTEyWiQp+T3mye/3DyNHhFuabDA0XGCqHpEnGwnyLPdeMUSz6WAunTqwQx6mjBAuLNRqtM4zSCOFhTZ68eQIJisEE2uOhQH20fWC7+d9Sqt796JqUEq1dUspR4fpJP60Fmf6nK5gNDQ3xK7/2bpRS7LlmL3e88EXc/ZlPXxAE/eLPvZUP/fkH+au//lv27X8KUvYDkmuvPcB//tk3A7B7zy5+67f+O5/+1Gd4/vO+lU998jM89ODDHDx4H1u2zADwu//jfdx04zP42tf+gVtuuZnbbr+Nuz/7Od7whtfzuc9+juc971s5fOQRvvTFL3HHC+7gc3ffzU++4adyAQi3z5/4qdfzom9/IRL42be+hZtvfDqPPnqEvfv25dc1D5ls9yp//XQ5z/N69Lh2u/11b+eqXbV/jXY1CHoSLIpqeQFvisnlPgdfUS426nN01mf/3NKBktQij0YnI/QlhUBdMFFdnlbXXW79esoLcynso2zeNIWxdcIgwFpDu50ReAWStLFuu/1YrhuYGIxJCMMQa+skSYq1jzfcnAJSoTBKY02TpAmFoqLdOcfea3Zx/wMHCcMZRsauodE6RqrzZpwMBlYu8MhdsTywlI7nngc+roZEIHJHxPfKeJ50dR4IEBIpPMBD5BlKIQTa6gEMS4CVGOOKdp3vLXN0Q4KQuKJ5BUi0zh3OzDkcaduQ6H7DWyldoHRybpkPfOkwmQXsgGAD0IgZmMtyNMvIPDdqqcceVkTEq4YkaxKFLaQyWCPxvAxrBPPLZYrFRT7S/gCnz2xm9pEaaVsQeB6wAzAkiebEcc17PnyI933mYV5wzTg/8oLrEULw1eOL/K/7zjC/1un1pvL9Jp15gfDW1yKMPbVDNKUw2sdayWJsQRQRdPJgpS+RqzUkmSDwRF430kX4RI9jbwxo7dAg99ugrHGNUE2/FqznJtgEwRhQzK9hG23mgITQ8/CVItVuLKRZRifJ0Jnp0yQHir1sHsBgXRNS10dF55RQmSNm/XFMPioFLQRrbmxpDWg8FRGFRYphkVI0wnBplHKxhoePsoosgeWlJWZnV1ldOcXaWp1OO0Zrp7zo+Y7OtmnzKLVameHhYUZHR4gKAaViiFQ2R0w7aL1Mq53mlM0+RbRHIbUWgaRcmQBT4R//8T4mJibZvmOKRuMUnbh56adVDD7z5LVNHp5fcEiPCMkyycpynfmFc8zOzjI/t0Cz2ewJL5QrFWa2bGZicpyR0Rp+JGkmK8ytnOKRR77EcmORVtx0aE93+Iv+mOg/8YKu7HpmMpbWVmjFbTrFhOz41ziw4+nccOMN3Hfv/bRbLfY/5Rpq1VFS3QareygVNuTs2UXm5ubYt28/nhcyMjLG2NgYZ866Qvrrr7+WNG1hrURrwSOPPMKuXdvReoXllRUWF5qsrrZRSjI2VmRouEAYeqSpZmW5TbOZEBW8/LoJSmUfP1DUVzpEkXLy+tZy7mydQjFgarpMs5nSbqV0OimPHplnbLzE2HiZMPR61z8MFYWiz9SmKqNjJQDarZTlpXavt5GxUCj6dOK0Nx7ce9qNESn8gaSEvCht+WI2+B67JMTWXfaS40ls/IAuFU4p2UPTwdVWJvpKusFd3vbu27+u3mVycoqDDz+0bpnf+o3/RqvV4q5PfZbt23f0zyU/gOuuO7Bu+enpKebm5wE4fPgwMzObmdky0xvD+/ftZWioxuFDR1wQdNuz+cM/+CO01tz9uc/x/Oc/j8nJST732bu57toDHDt6jNu+5TmDsixcf+1THM0UmJ6aAGBubo69e/eQ47C9uWJwdvx6A6Ju7dlVkYSr9s1mV4OgJ8FazQLDQ1NIabA2IdNtsqzdoyZYq1mvcjZAIBB9XnTgSYZK/gWvtSfEYtjwTlPSoxhNcG52Cc9TjI5XaDTPUIhGGB4e5syZc+zZsxljNJl2PS6Mpec8CivyZqUGi8b3Pay1pGmKECFCOBUiKRVSengqQHkBSoYIQlaW2xw/cYwdO7bj+ZpWu02xUGD//n0cOnSYTmeU6U0HELKJsbnELbI3aXaDIBeACLAKcCpEcbJKIZwEnDQ33I8v9mEzV9/j+hllGO1U4brF+EYbtLZoo0nThDRNyNKENE1JMxfguD5Iab4dV1SsjcFop8ZkjHHNOq1DMawZkMPOUcBPLyau/5O88D7annPSWyV3+t3YsFiMtiSZQQid9zgSPWfVBU2KlbUqpWKDyYnzzB4uAz5dhoPvQQQkmUU3IC0r/upzi3z08x/n+t0Rj644NUJhLZFv0J4Lmty17tuWb+uQpQXSWPUykULBhx40vP72pzJcTlion2VuZZUv3i949KRPa9nSmXPIkScttSHD5p0xweaMrAqttYjlRYGvOiivjfZSXnP7MJPDgqLvk2QhSglqoXWURZsgRIYnxwFJkp3H2jZxaiGBciBJ0Dw01+LEXIcvfk2SSkmlGPBzd8Df3iMYqWbcsNWj4EUYAox1NRTGmpz2M3j/3HnKLqogFVEQUY5qFKMy5bBEqTBEKRxCGoUwiriTsrK4wsnj51hdWaXRWCOO07yuQhKEAaVSkanJaaq1CiOjwwwN1QhDRRj6QIbWbbTpYMwajVY2UKPWD3q66ExvLOUophCKanWSLC3w8MOH2LlzOyNjIcsrxzAmGVh+EHHtblOilI+nIny/jJQBWaaorzZYmJ9n9twsc+fnaTQapKnrSF+pVNi9exfjE+MMj9aIij7tdJXlxhwPnX2A5cYS9dYqaZb0KazQpyZ2T8v2ne0uMN1bIpdqbsdtkiSlnbTR5ovcsPs2nv7MW3jw/of4zGc+z9TUFGOjoxRLBbQ21OtzrCyv4AcB27btwPcDGo0mYRCyZesW5ubmAFhdXaRSsxSjCQ4ffoxatUKWxTz44CM0Gm2KRZ+ZmRqVSojn98UVfF8SRIp2O133rCglqVZD5s43aDQd9a3dTvF8xa49Y5RKHudm19CZYdvOYdbqMbNn6izMt5icKjM0XCAIPKSSBKFHmuiczityGWxBHGcUiq6eo1qLKBQVvq/c/RTdd5JGCifU0Z1jpHxixfBCSLTZWCN5uZW699Sui5CkEGAFWjtVODFAYc60uGwdUKVSpV6vX/D56uoq1Wq197e3oc5FCHFB09dn3vosPn7X3/HRv/wwr3/DfwD6zxBwkQajwr3frzBeeM5znsXa2hr33HMvn//cF/jFX/w5pqYm+fVfew/XXXcd09PTXLN7F4J+EBQGPrJLfugxSPQAiidy0kNvxuiSJ3vB0eO3AFhv3bnRKfRdtav2zWNXg6AnwT72sb9jbHSU4ZFhxsfHGB0ZYmRknELooZQrKDYmIdMdMp04+WNr8mynYVCS+mIN2q7McpREyjwT6qFUiKcqLM63OXfuPNdeu480XUGbjDhtMLN5mkOHjnLixDwzM1MUZEKStdzx4TKxUgqkkM4RVAU83w0xawSl4jjWDiHwEcIjyyytVodWs8Nq/RxrdafctHXrVqrVYTrtFiarUV9x/Pjh4REOHz7K4UPW0X2KJYQAYzU2Vw3LMk2aJCR5oJJlKWmmSdOUJO1gjdcLULbMbOEvP/y/0Vo7+l7u3HZ/d+u0umIMT5Qj/0TMWMt8ZrHa9pSh1tkAl2RQuVlY1yhQYGmlTnRAdZuSWrEBpQCTBVgEa8sFjCZHcPq7APBdb0xsYgmHJc0zHvcejAnGPCe2bSH2DEpqglAQjlra58AGls3f2iHTBXTmIaRB5hlca8EayXs/e4hfe8kdTG16Cr/wic9z5OQKnQVD56ztqUynwMJ5ycL5Al4hozidUtoN6ZpPnLmTl8ryu3/dQXKYLU8Zo1aps7w2TqDGuHlbjetGWgjRQYgW1sJCo835c4KdSjHqWf6mvsoD6RLH7x1xFL1iRKg7JCvuIOZnQ06f8jhybIVvfdoJto5meXLCOjqfFCilnCpbWHI/QZFiUKYUVSiGVRQeNhOYTFJfrbOy0GC2dYrV1VVarVaOjhqU8ojCkNrQEEO1Iaq1MiMjI1SrZfxAEYUKREamOxjTQuuEVjtF58/dQCy2jso5mPXt1XtYmzt5gkplnLgTceTwI1xzzW7KFcvKykm6/b4uVKHzUconCCp4XokskzQbHU6emOf8+Tnmzp+nXl8jjhOklFSrVWa2bGHTpmlGRocolkNS22alMcfx5WOcO3aGVmeNZqfpnjn6LtnG8+hLi9OnsHZtgFIpbF8MPjMZK41VkjQh9O/lup3P5Lbbb2P27DnOzp7l4YN5rVBeBFgsFKh5PmdOn+GsOAvCOX9GG1TOCz13bp6R0R0sLtZpNJqMj4/z6KNHaDSaVGsRO3aO4PsXz5j3MMIBBTejDZ1OhjEW35eMjlYwxnL2zBpBoECA7ztamEAwMlpEIDj66CJz5xvMnW9QrUZUhwooJWm3+wpxUkk8TxG3UxiKAEEQKjyvOw5ySpfVGJNhpEHlym6Ooia5Uie5e8+01vSKKp+Aabs+8JDCI0tz9DNXhbNAmknSK6DB7dq9h09/6hMXfH7/ffeyc/fuJ3RsN958Cz/wgz/Ey7/3ZSjP48d+4ieBK0s27t27l9Onz3D61OkeGnTo4CFWVlbZt38v4Ch51113gN/+rd/B93327r2G8fExXvn9r+Fv//ffctttz+4HPAPbfvwr3EW0BxOpeVBk5RO6Py6J6QRKlLrqMl61by67OqKfBIs7MQsLiywsLPLoI4/ieR5h6NSZKpUKtdoQlUqJaq1MpVIlCDyU53jRjrolMDZzNAaj6cmGWovtFY/26UGOquJeoTqzQJNyaRrfD3PKgSFJMhr1mIX503Q6MXv2XEOpVCZJwFM1XD+MArt27eHQ4YOcPTvL6OgotWoVz/N7jnuv3slYhoYiwiDKz1rSaUmOHTvLysoqjUaDVrtNp9MhTROM1kipiKKIUydPY63JgxPTR1KszTtbJxw58uiGmqaNQcrFmlL2TUrJlpkt1Ov1CzJ/X68NFqF21ZK6/5ZSOrqIGKAW0F9GW4tYa+SBjnApP9u7kxts4JNuYCT652vyfKEVAyIU1mFmkZ8icH2MsKA8vY6m2M2sS8BoQSHKSCqKtK4I4hgRBe77wND1S4evieksROi2RZUUSctDiPWqckIA0mCM4if/+ON8285dPHp6lSwxdGaN81yVpasJYiyQQRYrtO/TmvMQyiI9gzESawSduk9Q3s8j9zbYeb3HxOgsiyspf/dASmPfEAcqqwgBK23LsRMB3z7hEyn4yMIKD5g5Zg+OIlWGCMv4xHRWJMXIjYUg0pgko9P2+NRXz/C6l21mx9B1hH5AORqiEBQJ/SLCSrJEI61T8lpeWWFpbo2zrTM0mg0ajQZJnLoMubUopSiVSkyMTzA0PEStVmFsbIJSuYjyLL5nMSZGmxhj6mid0WznvaMGapbAJRx6KF8epA/6n4PjcfAZsRaKhRGytMThw0fYs2cXpYqhXj+LzVW6hFBI5QFtyqVpCoUKWQZJrDl9ap6zZ49x/rxDsDqduFe8Pjw8zPT0FOMT44yMVRG+pt5a4OzKg5w/dZZ6a5V20iLVDvHaKETRDx7EhkDC5v+3/WT2gA32C1v/pFjaSUy9WWdhaZ7p0SI7d+1k165dxHGHLBc1cc9n3kxYyp6Ef5plzM/NsbS0CMC52QV27tzNmTOn2LRpiqiQsHV7hWYzYPZsHa0Nvn8hgpJlliQxjIz4+X1wR7ew0KLVTNi1Z5Ry2T1bnXaWr6MJggDPd3WVWms83wUyQaDYvnOYNDWsLLU5fXKZTiejWHICJVI6yf0g9Gh3MvoxpHv3uLrT7tHl7AOjsUJhB6hnF3ragkt80TNj7RVLZLtr0b9rFlBSgZVkaUwQ+K7vmnV1QOkV0uD+3b9/Lb/3u+/jZ376P/KKV/47wjDg43f9HX/5Pz/EH3/wQ1d8bF17+jOeyQf+7H/y/3zfd+N5Hj/6Yz9KXz1vwxGJ/sfPe95zOXDtU3jNa36QX/21d5Jlmjf81H/gttuezc0339Rb5bbbb+O3fvN9vOy7XwrAyMgI+/bt5S/+4sPceeevX2S8D/JDrsR6hFK+HhTIGEsUXVWHu2rffHY1CHoSzPNUj3JgLaRpRpo6h2lubgFwk7JTCvIIgoAwDIiiiCiKCIKQMAwoFELCKCLwA3zfdwWMnp/33chVuLB5zweXAdZ5z4XDh87SaDRprDVpt1vEcYy1ljAMGBoa4v777nf0rkznhebW/daaJI6pr62RpVm+3249UrcWyDlrT3vaLQRBiLWWOEmZn1/gq1/9B9rt9iVRlUbj0nUI/xzmHB96QYqUMu8gr3JnSOWd1RVSKZcplSrPiklk/uMpF6D6ge/ul+/uUxCGeJ7K55u8eF5uyOrl1LavfPQLHJpbxBeSDJNLNOM0G7rCDXI9NanLk5NSI4wiyxEXbSRKmt4OtFFIYahVVrFWEEUG5Rm0Vmws1TLGOdAqgDCKaYUlUixZW6JcQplu1Y61AlktMn5Tm8X7Q6xV+Xx74f3t6mloA3fddxxtLOmiBc26AAgcwmkUYAS6LfAKIFQ/QOsKcKQtRWlTwOJ8ieHaMiNDy9QbNe47tURlskhJrHHPss+31TwiBedjw8N6CSstad1DeJKgIkkXQUiL8vqOgZACP3SB0APHWjzr9udQiRPkfJ26jdFL50jbTea0QXZiMiF5pNkiTtN8LLkx5Ps+paBIGIYUiwXKlTKVcoVKtUIYhgShT7FQRCiNNS0yHZNlTbRO6EqUDwYHg9ezS99xCDGsq5ZZ5+PYHoUnDCr43ij3PXSQHTu2UakKGs0FfL9A4BcIwwpShHQ6GfAAJ44vs7BwlIX5eVZWVul0OugBdGRkZJjt27czs2UzlaEC7XSVk6dOcvzI11hsz9FJ23TSTg/B7so7dxMzg8mCK3HMLiV33WdWufdPd7wppfC9iMCL0Jnh7JkzRJFLOAVB2H38yPlDeQLGoWVKCma2zBCEAYcOHqLZbPDIkUfRWjM0VKITr1AoKHy/wNy5BivLHaamuwpdfUtTTZZpooLXC1TjWLO42HRy1ZWod7+Up1BKkCSaYkng5UGVztw7wFP5vbUwPFygNlTIRRCarCx3yDLj1hGuBqi+0sYYi8zXs4jePTBak2pNfXWZQmQZHhn9uhHv7jYzrQkuo3A6aNrofjCMQ4HSOHM0wsDDWo02EGeSxxGfW2fbt+/gIx/7O97xy7/A977sJSRJyp5rruF3/+CPeN4dL/g6zs7R4j7wp3/B//Nvv4fAl/zwD/37x19BuHDjQ3/+Ad74H97EC1/wYieR/YLn8+53/+q6orrbbns2v/He3+T225/TW/2225/D/fc/wO3fctsFm16fDrky6wU+TxClc3VZqhc8X7Wr9s1kV4OgJ8G+8ztfTLPZ4uzZWZaWXC8PR43p85676EeaZrTbGyWpuw5Qt3h1vSPR5YNLKZ3jY7s1KY4mceDAAb7w+S+htb5gwhNCcPbsbM8puNx8mKbpJb9rttqUyxUQkMQxfhDmx3T513fv/KTIs7Iyr0PSPRlWh6AFRFEBz/Nyh9N9FkYRQRDg+x6e5+F7Hspzymy+76Okx8mTJ3npS78D5eWZ37wo37FARJ/ap0TvujqqusCalFTHJFmSq2xldBLnAKemQ5zVaeqMrOXqvLTJ3PUWNp/8uqIOzrEx1nL9TMIjc05yW+bevgVHgzRgOhlhxWKtcvzuPC7yvRSjQ6qFgHorQSNIkgjPSxHCYoxECMv48CJR1Kad+ESllKHRFnNnawyqzFoLWQoqFPgFCLwEKK1PO1qw1vVjMsYdR2lbSjARIyhc8p52AxcvymgsuQnZxBaEC4A2smikzAMyk69ocG8sFxU6h1WDbvokRtJolhkdXqJaabC0MsrSjM/J9mPEa9cwMSpYSzUPt1pokZI0JV4hw9oiwhiMFijvwvqmLi3s4PHzfMV+jqceO0Z05BFsFCJaLQJt2FQqIdIUu3UL1Ze8BFGtUCwWKBQKbnyGIcrzEDiHT2tDkiQOBc0Szp9v8NixYwCUK2XGRkeoDY0iZUK7s0ySNLiUy7M+QBq4zoJ1QVEXKfJUQLW6mWNHZ5mYmGDb9m359iOSWLO0uML580eZm1tgdWWZmZmtfPpTd/fEDGpDQ2zatJksS7HAnmt2Mzk1SjNd5uzCQf7x5EmWGgvYTkBsWqSi3TvGjeio+y1759H3CdejV/2TpecsD37Wqw/Kgx+lJAW/AMISpwmhH1KMyoS+Q6VPnznDxMQEhUIRIcw66l8PrUWQJDELC/MEYcj01DTggsgTJ04ys2UG3/dpddw70vMkI2NFlhZbjI0XL0CDOu0U33O1ON3za7dSrIHaUORQvXxZpZSjscUOpfI8d41cHSN9dbrUCV5IKQgjn5HREivLHZI4I4zc1B5FHguJdoGRcLLdaaqJ2ymtVkKrmdJuL9JqZWzbuoPh4RGEvFC+/lJ2wVI5Jc543hWhQcb0xUi6UupGO/QhikKksKQa4vSJ9wO68aab+dCHP3rJ79/7m++74LNffuevrvv7H+5/eN3ftz77ORw/fZ5CYLA646//+q8Jo/XH9aEPfWAdarll6xY+9KEPPu6xfud3voR2Z3XdZ7/+67/Cr//6r6z7bPv2bXQ6q+uu+9DQEJ0N6268L6IrqyAu1qz60tb1Q67WAl21b1a7GgQ9CVasnmfrjq1c99RtpImg0zas1ussLi6wutqgsdag0WzQbrWJ49RNKgN1KtB1ap54Vqbbg6hLL9to65uRrrf1PP1BTnSXhiN6HG4v7zqtPIUUgjRNKRYLbNkyg9aZKyYV0Gl3WFtrYIxmZssM42PjvQ7VDmnxWF1Z5sTJ41grKJeLVCo1arUapWKBKPKJiiGeJ3NakKN2OLqgweRqXsZkTuHNaIxtkiSOcpJ4Z0HmtVapcTLJedCojUF3m3MOFMUbazEmo9leZrlRp50kxGlCnCS9wmDbrVswXc/e9hgJIkfp2OjsWdg3WeDguRIaQa85uoGK6GCGBZlRQIrryyLxVIqThDBY03JwiRVEUiJQWJFRKjWolutsLmoW4wBtJFGQsnn3EmsrQ64IB4hjp9LmBzAybdFRm1Y7Qid5BrqgQfhgLSaVyEBjjUIqjR+1CAqGNA4Q0qnSXQwNQliUTBDCSfaKfG7tXaYB6yYd/Ypm3auqn0DtCUZgBMY6vSRPGowVGGupx5JASCSQWZz0eJ44mCwKzjVtjrjZS/p9Agh8j227nsKjSwHJDqfGZPPaiW7BsVercvOmbWzeXiQzSZ5kaGPtWk++GynwlCQIfapDPkoW8mvhkyaWpeUVZmfPc+zYcarVKps3T1GrjhMnSyRJX9a5dylsPxDq1s04uqWH5wU98RHPK+B5BbA+cccS+CGdToe7P3M3i4vLrKyssNZYy/sMWaSUlMtOWe/a6w6wZctWRkdHaDabPPLII4yNzTCzdZqFxgm+cOhjzC6doZM4cReBoKDHMCrtoasXIj4XXuXH85m7qnCX4gVZm/egQqCEYqQyRCEsoLUm8IqMVcbwvQCjDa1Wi7Nnz9JqNokKBQpRgSAI80alTpFsaWmJhfl5pJRs3batl+wJw9DJBFtyh9Kj+wCNjBRZmGuwutphdLTYO2aLpdVK8QOFkqKH2jUaMWHkOaS4N/5cEsbzJUnsEmMqbxSaZi5pJaQLjJwoSfeSCILAw/MlrVZCqRzm7ylLJ844fWoVoy2dTkqSaNJEUyoHlMoBk9MVWk1Dq9VEa91LnrkBdul7cjGTuTCFtU4a5/ECIdcyoU/PEkIhhUcnifE8N3fEqf4nNUT95zD3vFke95AECNtvyv2Nsktt7fH30keA+tLZFyY/L2ZdVconKpJx1a7a/yl2NQh6EqwVn2N5bQ0AJUOUFzEyUWZy0yi+twWsT5qKnIOfsbq6wtpag1YrodOO6XTaJEmHJE1Jk4w0y8jSvH6mK5xg1wcmCIdqdOVAh4ZqDDomTuEspVqrUS6X8PIAxvd8PN/D83wC30dKxeLSInNz51HSo1AsUCwUCKOQYqFIsVQiCgOiKKA2VGNpcRUpJVmmqVRK3PGC29DGOQ0CC0KRpZbz5xY5d+4c05umGB+v0u4sUohGmZ+vc/r0SW668UbGJiqkuk2r0yDOmnTSJdZaHdJ6h0ynaOsCOydu0J9+3HWwPXqgBawWwCjnlmcR8krIBRuz7TZvrGiBXFgBM+CM0vdrbI5cYOk2AJSiy23vNxBFWA5Md9gxHHPwbIG1jsKXhp3jHaZGNEsxHF1RLDZDjAXfy1DGJ0l9DIZEQznI8FB5EOJhrUeUhOyiwKo4jlIaz8tIM4+1+iT/7zPWiFsuMN40bvCClJ0TCQePzxNMRpw+OU22ZpGqj74gc3nwVOEHCcWhRYSXONRJN/BCn7Qdup443UDIOuqcUm3ijkAFGpsownFIFx2iIwbeRiYHy4SC8k5onnV0ta6j2LuxCFRoEL4kDGKwECcBShk8ZQHJsk7o6AIFJdjsB4hMEgWG0R1rnL/fR0gPL7SkbQXh+nFgNAgJt9+4h3h0J7+2mNBINlGOlJPrNhD6knasYcHyQ8fWeOnIMlJciUpWX1Wu2x9rbKzM1NRW0tRjcXGFI0eO4SmPrdtmGB6ZoN1ZQGdtt470kMKpLIKHlB5ShmBxjTITTRJbFtfWWFx6jJXlOvX6mmtKOkBJVUpRKISMjo4yPDzE+NgYU9PTFAs+//APD/Itz302Uvg8+OCDLC4ucuDafbT1Il8+/DecXjjFWqveqyUTQuIRgrQIDyQqrxe80Mm6nNzuBYjQZYKkLqrqex5hEFGKynjSI/RLlAsVPOXTabvArFQqkWYZzcUlkiTO1bwcrVUbTRgEbNq8mdGREYIgzBs9w8TkBCeOn6DZbBB3WlhcA2iQhKHP0HCJhfkWw0MlVE4T1rn4QaHg90RNjDG0WwlRwV9Xz9clOoWBIk4c6i2la9qcJu4YpQSlhPt7wKSSFIquNml1pUOSOApe3MlYW4sZHS0yMhphjOXMqTozW6qUyiFSBgSB5ezpVdI0xc8V066IerahHrOvruaeTdP9fHCVDb8dC1LgCZ84dnODHwTEKVckgvAvbfnhIoXgcZ/yQfT8STSxIQC6UuvW4Hqed9ln9apdtf9T7WoQ9CSYK2Y2YCHVbVLdopMs9753jk2AFB7KDxmfKjO9uYbyQiQBxoi82arEGpf9tkaQxAlJ6pooGp3LnuY1LEJK/FzK8+GHjvLSl307ge/3qRntmJMnXZ3QNXv2MD4xSpqu4SR3DUJ6RNEQJ0+cJY7b7L3tOYyM1HIEJpfmtRpjU7RJ0bpFnLSccpmQaJ2x1phHqDrGZH0KBAJPBUxOj1Ab2s2RI4/i+3sII2g0Whw+fIhrr91LEK1Qbx1msd5muZGhjcFeYoIZ/NydXjdDbvOEmLjI3PTEXvJCSHy/SDGM0aZf4J3mFMMeombI6Xt5EGRlPokKZLeyJg+AukFGuQhP29VZl60TUjJRhPGCxdLOKWlgbUKarbEWu1qDSpghgHanhNYhoScYKoYcTQNWOwUyY2g2iyyer1CoWZqmw/4JN5X/4DOWmYs1nzxjEDMVzpweoTNvEdISDrVIVwNMEiN8D4ugFCTcMrbKfasCUfABH52UIcvwQtBpkDcHdeZ5bcLSPKtHN/Edu1c4Ui9x+JxPaVtG47jAZAO3wQASqtdoMLJ3vi6YcrfUaIEXWRrnDzG5/xrKpQaZDlhdqzA2ZlhpnkEAUWmFe1ZKPGfMYybyGW6W0bFGD7cYG2ux3ArwKoosNiSxyseQJcuV3WrDGd958zP52tEOq62UWtHjhU+doN4xHDvf4qbdw/z9vec4u9hiraMIoyGUcH2BegfbHWMDw2wdtSv3jo01pFkTP6iwY/sWts5sZfbcOZaX1xgZGSfwfFLbIU0z4o5LfrTaLdbW5mmsNWg227TbHVrtplOgi9McPXKIjOd51GpVpqenqNWqDI/UGBsbp1gMCEIPpSBJmsRxnVbsaLirq3UefugQpVKJ627cx9Gz9/DI6YdYaiyTZGlOY3KUG88U8E2R1G/2UQC74byfoEN1wfIXcn3WUYl9zyfwAkIvohKViYIShbCMkj5p0iIIQrZt3UYQBDla4vp3JUmKMQbf8ymVik7wZcO+N2/azOzZWVZWVllcWGNopEqaNXGCCoqJCY/Dh89SrxsKhYAsE7RaTVrNhJHRIi4LD1pbktRQG7rYFCyo1CJUK6EreqE8yepqByEF7VZKs5lQreUFer3rBIWCjzGWciWkVA7wfcWZ06sUSz6bZ2pgHR3u/LkmcawpV/L1Ih8hoNNpUywW19VWXfziXwyWcyi3zdYLdFzslm08XyUVWarRWUYYRhgrSPW/ggjiccwF95fHYFwibMOH/2LWRdoGuwxd4ZpC5MIUV1Ggq/bNa1eDoCfBekiFgSQxKOWyZ0rlzT5lhul5hHVanfne21RIhRQqR3hcrYxAoWSADH0KUfeFlztzufJP983bzWim5hFMKrvhAX5YYv9TplleSjl67CieD4ViQrO1CFgK0SirKwmnT59m//49BFFC3DlDO3eyXL8gm1P0XEZWSg+lKiiVF1RagbEa0+1lYh0uE+uUJG1TLU8zPTXJqVOzXH/9AR588CGmp6eIimusNB7BGE0UGIohNDtwqTnyQh+rm1G+1PdfnympiMISSRZjrCEzAcYmPZ67i4G6SIjzCiwWSVcZDvpNUR19zJKDJxtLH8Rgx4dcVCO/zp6A4SiXNc5RpaDSQYjYoQWqyHXVfSSmjDF1jE3Jtqakacr/fnier1Y38RND8EdHA1YySLSktRZgk4zKhObmnWss1CUnsSRtD9/E7J6MKWcen/2HUTpGUJmAkS2GUknzrCHJh8+fIWDEQTnGElYXMVqy+OgoYSXlGbs1W9eabJsI+dqSR1AxrB5RmNidoyxYatcYhvYbWmfaTryg6Trak9NRvMhQnIhRci8zm06RZR6z89MUi7Bnosjs2lEQkk3Ddb54tsRoMMw1FcUrRsf589NLdGgys70BxwQraZXieIxsuux6GnsIm1Ibb7FltMrnP/551sIZAg8KoaJSDBireZyYb1IrKHwl8JSgIDTLCxlKSpQK8FQ/i9pDBek7Rq6/kybNMvdeMJo0S4jjReI4Jo4T99NJePCBB0nSBJPXFMWxC4YGBQekVHieRxSFjI6MUi6XKRQL1GoVarVhqtUaxWKAVCkCTZq1SdMGSdqh2Y7RJoMc5SwVJoBl7r/vAbZs3UJY1nzt8F2cXjjJaque13i5oF5aD9+UEEgSr45Fr6MtDsaBg6jB49nj1g4ObG/Qy+zJQwtXS1jwQ8qFGoFXBiCO47zmxkNI6SZA5SGCkGKhi5x3j+3C4xseHmZsbIzZ2bOcOn2W2vAelFR0FR/L5TK1WptHjpynUCgilQAyxsbLVKthDylOEo3RlijamGV3z2+tVqBWK9DupJw5tUp9tdNT3SyWfLZuG2JouNCrqXLxtXD04MhjeLRIsRhgjaVQ8EniLH8FSZQHhYJHp5MhpERISxB4BIGi1WoyPDzirv0A3bpLXHs869d8deeBx3eeHQgqkDj0LUkSV7/pK9pJv1n4vzazQJYJ1ID8/79OoCT3BUSfjnqpZ2pQtn3QrkpiX7Vvdrs6wp8E09aiM1foKvJu3mDRxnG4sRaVfy6kyxp2J3khDFJkufobOcwNmei7yEBev2J7xehdCWunCDtEJ13EUy47JIVHphvEyQrV4U1sZwuPPHKUa6/dh++3ybIWnipx+vRxtm/fgh+0aTbncRNAPwPbRTgG84ee5yGVypuJWnxPYcjWXQ8BWKNptRcZGd3MufPzLCwss7K6yk27NrHWujevNYDAEwyVnMPRaFsy3Z8spXDfa8Ols4iWvLbqn3IH6Z2h74VEQYEkiwk8SaYVaRcFspb+xegy99dPNOsmHiHWKcFdUAROt/lpflO7mVpBz3HrBlfd7UopQGYIIQnUDFamZGYJIebxlOS7b5zu7ee5ewSaHMHoFgpZiyVgz5hl86jg4JyHNJLZJKKdCIozsG1U8px9o+wcn6DsDXP3fffwLGX4mmggvAZWW5pzFVrLZcJixo/sa+Ary8HVkNVA8UM3rPGPuz2O3erRXs7lxMsQCME2X7JSLvDAqRgVgLAWIXKp7MI5JkYihsc6dOIh4mSYHeM1dhQy7lk8SKngaumqXsCOrQ3+91yDe1tD7CqEjMkCs6yAsmzb02Cq3WJpqUASlQAY39mg4iWseAUm/XGiQoEoMuzbVOS+ky1OL8WUwoxOYmjEmuFygNUptn6Sj9911vWfGbjfl6q/2ziebB807Dm2QvaprJ7vEQYhYRhSq9WoVquEkaOfFosFyuUKxWIRzwPlOdqUlIIwHOaB+x9menqKVJ+n3VwETO/5Ncb2VOZAUClP0Ok4IYHtO7aTeat85dAXmV0+SyfukOM+CCTSKgJbQsuUTDV759I9h3WI5gY0LB/2/XN/HBukmeYbQ+SFGdbkFFcJKq9LcfV7On8EU4y2tDttwjDMJerX7/9KTEiY2bKZ+fl5FuYXWV3ZwujoUE5bc7La01ObWVluMDMzw9BwCUQbIdpYm/TOIYldY8sgVL3z3vAKd8GlEJQrIWPjJaLIx/Nz53sgsO4fviUI3PayVPfeE8Wiz/nzHXRm8AOFlIJCMaC+6u6jQCA9QbVWXvc+Hwwse9TeS10XMfh+u7SzfTGz1tLpuGMJwyCvxfxXGVUAbpzGmcRXLs1lcsrixa2bveRyINo33DbS4P45+9xdtav2r8meyFi/GgQ9CdaVqtbaEvpO4U0phSdA4OoMksQ4TrjNpYNFV7nMYqXMM2i55Q5xN9PcrYfpIk5SSGRee9IHJqzL1pJhbIYUEmNTWp0TjIzsptUc5ejRk+zdt5VULRPHGVmWMTxcotk5ST/N23f0egpPObPLCvByme9W3EJnlpIfoXU8cNz94lFjMjzPOfGPPnKEqclJLAukukk3pgC3zWrBoATUW4JUg5JQDgWFUNJJLfWWvSSn3drLO1yXt+6kIgn9IoHfRhuDpyRpml/7XsNVt7zAugBn4D6sp0fRLR26yEH3l+3WkeRzG4P9hrqZbAYCIUsHbVfw1SSCEKVGUbpMos9gTbN/CIO88d7x9ZtJbq1l1ALDydWA5bZitGqZqiQ8dabMzAiUgzaWDt96/RaUfCpD959iG/eQNtsUJzSpqRN4lqJvObPqcajjYw188ESZnQXLzsAQbzJoIZjwPW4qh0z4grZqUN+/QoeEemo4umo5/FiZztw0ypM82giIAs1N45qd/hIfOmoRcoLiplPUAsNKliHUGrWqoSWW+UKjzPGFGW4sRqz5bSIrCCPD9KYmSjgK2ObpDucbhigd5Ttuv4EdYzWMkYQTmqW/m+XQ6Trzqx2KkceDJ1ZptFNefttmbhhv0WnVMNrktNR8bFtDp92m0WzQbLTQRlMoRAwPDVMul3PH3DktSjlZ7cD3CcKAKAqJogjPcz1TXNF4gM4sKysrTE1NEQSGRmsOncVovUCqUzqxQ5QLhRFWlhPa7SZKJdQbi/RFVbp3vxuyCUqlcayp8tCD9wGC2M5zz+EvcH55zhVK4yGkdRQ4afHTAlomZDamm3V5Ij7eZZ/FHDHrJhR6VNq8zswN2dxhN4JW0qYVtwi9kKbXJgwTPOXGcafd4f/P3lnHyVHf//85sr7nmvPoxRUIESBAILiUFis0SHGCfnEIFIdCixdKsECR4lYcggRPQtxzuVxy7re+M/P5/TG7s7t3F0hbfkizLx5Hdnc+85nPvOczn8/b3xmZmZYzbvL1zTwGifdTskyyJrMLoOt+8vOzyc7JpqW5hW3b6snPy7eUTBISmRlZZGdlEQyEKCoqAEkyGXtdRwjTIuP3R/B6vNhsDkCPWc1tyLIdsFmvu2oTeL1RdCNi1oWLW9qTiZOkLlFtMooqEwppZGSaBHO6VAxDEA7r2O0OZEnC5XLS0R5GEk4U2YyLKy7OR5bdlsUg/m8wGMTpdLIjiFuDdjSVclwAMnQDl8uFJEE0uiN2p18QdnAv6WfJ//+EuBVT5t8tjJpGGv8LCAQCAFZ84/chLQT9DDAMEStQalYJR4mX+ksskIpibgY9PRp2Wywtqipjt8tWOuFE3LnJ8EciOoYBkaiBTTXbm7t53IqUxHAIcxxSjIEwhIEkmWk/faGNlJaNYO1qP/Xb2qmqGkBHhx9ZkZFkI+aqF0cqxxOPtpEFgIEsC+x2O74eX8wS5CYsdSW5AyV1I5n+8j09PUiSxNhx+fjD3yWYH5GQ8BVZwu009dGBsMBpB49LRpElM65BkwiEv8dVQSSehUTvWizbR0r2vNi/smTHrroIR8KmwClLaJrpupKc0Q/k1IRp2xtXsimtd7skIUmWZAzZQIq5uVhNJClGTzM1NiJKRNuMZrSgyJnIkhNFzsMOhEUNkogVyERKsFOWdj7BYAlJkOUyGOMKme5+MVoEwj66QxnowgbCQbffRViLUpDr4uM1A6h2tZIhR3GogqghsaTBzsIuByEUpIhEFIkNOlQXhBmSoyFJBhBlM0E2R4GoQMJFxFDx+cHmdzAsW6Ux2yAqYJwzQJFLZ2tA49ktdhQZSjI0RstF1OvtaGoEAx23TaaxLZdtzUVIksKWbbmUVjQTkKNW/IoSe0DRLhchHQZ5gmyoe5fNDSp21YHTlsnBE3L4ekMGTZ06nT6dLHeUgyfZ2L26B6/TjiznosTcVmVZIZ4IQ0IBoRIJafT09BAIhAkGAzidDvLz8xlQXILb7SKq+QhHetD1iJla3dAQRjeGrptW5KjAIXlwOguIRsMsXvwNI0eOMDODRbrMJB2xuSdJMi5XLuvWrmPgwIEEQ61sP6ukWUPIYSvkm2+WMrCqkk2btrBqy2Jau1vN2DdJNutcyfHZIiMhY0hRUAwwYvOlv8yA/w2SBSARs/wYEsiGVT8KBdAkgqEIHb5O7KrpjpgR0RA2M5lHJBrF4XD0Y2Xtda24oqEXDBHBrkqUlQ6go72DluYWurq6Ei5kmAqtoqJiajZvwufLIyPTjizZEVIU1ebA59Npb2/C7coCIxubQyUS0enqCODz9eDz+4iEI8iyjMPhIivLQ2aWB683E0MEiWr+lGeYvGzJsozTaSMU1DAz10nYbAqKohIJSShZbkDG5bIhDB+G4UCR3SApSKqChEo8uYwUsz62tLQAxIQUiUgkYmUZ7UM6IYhGo2iatkOCkFlzSjctQHqUUFgnrP3ymXZJAkUYaFEDIaTtW66SBfiUDpJm148ppMQUA1LMBc7s/sfrPz7HQ6GQlWQpjTR+KRBCEAgEaG5uJjs7e4fmaFoI+plgZvgBXTfMugxxVyhMN7lgMEo0auByxl2dki0YUszNBIRhxAQggU01LUWKbFqS7BKxwpwxzZowF2xIMPNxwUNIwnQ1QjKZMKWWQUMGsnrVRrzeDJxOlxngL0ymR8Tz4vThdRKaZQkJRbGhKgpCGHR0dDCgpDzGgPRKHipAVV1EIoLOzi7GjhmNkNuJaj6sjG4xtwwjtqnIkikI2VQJm4pVvNGmgNcpEdEg2k+QLr2uu6PuCSIWx2V+Nk+Op8K2yS4U2Y+MhirJRJFBfE/uoBiT9X0C2vbHZEq/kiQhGVLCGmdZiqTEJiuBWRE+iK6HMYwAkmRDkfyoSiEStsSz/N6xJl8j5msuVMyU2W66/U50zYUQhaYmPrICTe9iRJVBfZebL2tkjCiEJEFmgY8hlV0Yug0RdeJSoNAbxWGLjd1SwCcRQlKwKwq5mSAyQEKjDC1lDmV5YFRB1CoILCsyZSKfCGYiDpssM7BQocYWpL7LRmdYZktdIeVZAVRvECEJbBGzzlFAsTE6Q2eAq5vugAApFndDI4qiMn14AeOriogaCh57M3a5gyUbFNQYc6gqNlx2R0wolnHYnLgcbjwOLx5XJln5WRQ7CpCEg1AwSktrGw1LviUjI4OSkgF4vA4i0W7C4W50XYulbk8I4NFokEjUT2nZAFwuF999t4Lq6iFkZg2gu6cBYi6nDruXUAi0qEZOrpeu7saUiWbEzKVCgKI4yMqqZPGiFRQXF4DD1KY1djQSiUaRUJBVkSJwJ6aIhGTIoMQGqJsp65FFX3liB9+3FKVN3PIaT5JhCJB06/2VhKl8QBEYmoTPH8Ap+1GxE3ZrRKNmDI4EeDweVFVJUWhIkkTv20peoZI/6SJCQWEumZmZdHS0s62+ntzc3LgpCSSzdkuGN4PGhiY87koU1YlNtdPdHWH1qnV0d4Xp6WqhpaUNRVHQomYdMUUxBR+73Y6uGfh62qnf1oAsy2RlZ1BWXkxeXi666ELXIzHrsSkBSpj1zlwuF93dIcAVS+ACdruPUEhGwo0kqTgdGopiw9AdyLIH0y065jYV/08InE4noVCI5uZmi5mORCLY7XZr70ihjjCLaguElYgnRXOT9GCjUbP8g81mQ1FlhGEQ1c1iyr9Y64UVzwZ2VaBFDVORmTJc0e/H7SLlBfm+E3ZkkwIh4rW3Utv/J8JQ73MMw6C1tZXNmzdvVxBOI42fG9nZ2RQXF+9Q27QQ9DPAKroZs8bEIQA9JgAhBIqCFRCv2uRYAT2zgKrTKVu8hKrIOBxmxjhdE0Qj5rkx6SbmYtV/XQNrE7OUVQJZNghGWvA4nQwaVM6G9RspK6/AMCAY0HDYvATDXdu9v7jziCopKIqDaNSsd9HR0YkkDUFWbOh6JOUcRbHhcRWycuVmHA4HZeUF+EPLYoVeExooJMCIu/6ZGmmHLUa7mOZRliScdgmvA7oMgWFgJW0wXceS6mD8B4hbpMz6QyazIKHiUNyEpIgZvyHL6JKZqtxkGoUlzO7QXtSrTa/YaUvRbmrk4/Pk+zYlAzMGxI/AzORmx40k2REi/L0DSbUOyUiSHVnyIosMVLkQVc0CDEIRBc1oIxTdjG50ABpIgtJsKM2W0IWCIWTsIgNVZBFRekCKJNUSkVL5gZTg9CQhDyDGqEn9PEhVSaKDBA4plRkbkh9hSH5s/llKBVP4kWM0nF5q1pUiFmcikM2YEwm0aBRNq8emNKDKZi0NvyYIJNU0NgsWK5aw7nG6yXBl4Ha4cNqcOGwOXHYXbqeXDFcOFZX5SJTQ3tbFunXrsdltVFVVkpmZh9/fQCTiR8QL7MbmXyQSoNuoIzunmFGjh7Ni+SqGDx9GRuYAurrrEZKOy5VDTU09JaWlaFoXQsStuMk1x0yBOiuzlE0bt2Kz2ckpcvHNqg9wM5hwNGIKGUrC4ij1ei5CjrlpxawzKMKknWGqQ0yhPYnc0IeB7m2FjP8Sz7hsMvxxl9LY+IWE0M0VR5IlMxGBZLoidoe68LjcRDWDUDCMMGSCwSCtra3IskxGRgaKJJuKqF7vmzm3Uq3csQcLQsfhtFM8oJDOzk4aGxqprKwkKzPTUtgoisKAASWs37CeHl8Qt9vF1ro6tmzZiq4bjBs/GpfbSf22RpoaWygeUEhpaTFOl4rdrqKopoAaiRhEwjqtLZ3U1zexfOlaioryGTa8CpsaQtcjyJItRisFkHE5dTo7ouiaA5tqR5EgN6cgpsBxIks27HaJocNGmG5usdz08f1EIr5OmfF5brfbmidCwJYtWxg+YiSqqiSE81gRYBC0tbXR1d3N4MGDURRb7EmKmGu3TDQaZf36dXR2dTFw4EDyc7LRND+RSJD1jTI+/ZfMlghkwGEzGFIUoLHRz8AhrlgCDFPRmCoUmv8asbjeZHdlUwmWsNb0n42vN6TviT8CXbMRDXtJzgSXKKCupHwHYtljZetz/HjqucQHjN/v58wzz+Tbb7/F6/X+wFjTSOOnhy1Wo3JH8Utebf5nEd9gbDYIhQyrArhhGAQCOooc25DiLjqqjM1mPiqHw1y0JDmxQBm6QNdN03worCNLyQtaioKyD/oLIDMMEOgEQtvI8DoYPLSSDes3E4lEWbduE2PHDUcA4UjP97jWgN3uJRwSdHebmaR6fD0EAhFU1YmuR5K0sDJudx5dXRE2baxh4qTxoLShB30kjzzOrMUFQ5OHMq1cyZYiIZvug26nIBxzi4u706VaGGJ97uiDS6Wcdc04L2dTXDhsIaLRKKoso8tyLINdwhQlxSvSJz2X7aGP5i6JRxQxKTqWDy5FbkjmLXvfW5xaipRtWoTkDAwRF0j7aiOTN0BTAHKjSsXY1AIUOQcDP1G9LpYVL4xu+DGED4mYW5s15vhTAlVTEZKGLItYn/2NNPm3uPlte22SXBSlZAa9P/S6x4RxK/Y1zpTIyHGeRhKmlVYGkmK64vyOJGLB7fF6U7Esf5qmWc8ionXRHfThcbjJjAlDAVuAnmAP3b4OXI5GPK4MsrIKyS+opqPDx9q16/F4PAwaVInTGcDvb0LXoymxZpoWobtnG15PAePGjWbp0hUMG2ZahHy+ZmTZRWdnJ5WVZYTC9dYz1fXkeDXwuHMIhxTqt9UzcbexLFr/PltbtzLMOxgrTixZoR+nlzCfS9x6ENeASFKMHpaSJXZCzIc3Hvtmvg8mTYX1BOLva0J4QhGW1Sc+BqHHGMf4O0giiQSKQVALEtJCKKqK2+uhpzOI3x9gw/oNbK6pISsrmwElA8wU4S4XwkoU0Z9iPzYvUBAY6EaYouI86ra48fn8bK3bStaoURB7H2VFIjMzkwyvl+XLVhDVTBexvLxchgypIDNLoOs+hgzLRlaC6FoEh6sLSRZEogKi5tpiGAJZkSgt81BaNpJtW1up2VSHf1GQUaOq8WZmmAktDPMZSZJMdrYbtysXu+pCkhQkCYoKXcQXHiGZ2Sk93oyUdyF5jzAtY3GVQHzdldENA03TzCLYioIcp78sEa/u7HA4CIWCSEixQrBxwUoiFAqxcuVKurq6GD5iOGVlRYQinQgC6CJCUHMT/vdrgP+EkHDaDCoLw7hdZpysrBioirnCJYQg83mI2MZjrnUk63KsmLNERr1/TwhK3h8SW5qBHsXy+EgcNy10QIrQE3dZTBbG4gk+kjMlxq1+sixTW1uL3W7f4TixNNL4JSMtBP0MiGtTZRlcLplwWEeW41lm4qmmzY1HkU2fbkmS0DQDe8z0Ho4IFFnEFjcDTTfQo+aCptrMCuNxhkBO0j6JHYx7wZDQieIL1uDxVjB69DDWrK6hdkst0ajG6DHDyczIIRzuJKoFYkG75kosSzJ2mwunvYCV6zbgcjmJRjW0aJSmxhYGDi4gGjXPAQmXKxuZHJYs+ZKCgnxKy7LoCZpWoD5MLsTuR7LoFNM1W7yKIUxtnU2VyXAaRDVBVI81MEwO579LjCBS/rHGJau47B4iUTNlti5ky60EAMl8Jj/oltDbu+J7IVksjESCXvFj/fUkIZtp1hUFG8VoIrYMSA7z4rHaUMlnSJIdCTd2eTCK4sHAh2Y0ootOdMOHbvgRRjjG0EZjm71CMmsVY9NQsKHJAUswTLUIJI89mcC9GASp9ynxZ9KP9r7P/Sf+H/+Ymt0Kyy1PkjELzwqQZCOmYI2JnSLBvFiuqkZsLHJsniU9f93Q6Qr04A8FcNocuB1uMlxeQnYnwUgQX8hnCkROLzmZxYwdO4xtW1v5bskyKisqKRowEH+gnkjEH8vkZvZrGAY+fwteD5YgNHLkcLKzywkGDBRFxeGUCXaFU5QecYuSqtpxOYv46qvvqB5RzZbmFdQ1byYYNS2EklBAMWMGY9oZqx/JyuQRs/TIwnSFkw1L2DdJGg+0j+c4JyG8aDKSkpA8hCGBJoEtZqGJ0dyqqWXEZaqE1t0wIOaAZymIAELRKL6wj2wjQjAYRFZkRgwfQSgcoqmxiZUrVmJ3OCguLqK0tJTMjAwUOdlSnOq2K0l2zIxgUdweFwNKBrBh/Ubq6+upqqoiIyODaDRKc0srdVvqaG1tRZIkCgsLqagsJzvbjaa3E450EV/XcnPt1Gxqp7NDISvbmWShw2JSdb0LWfZRVpGNN6Oatas3sXTpKsaPH0dWdhZaNFFkS1bBpjqtPnrHO5oCSe87i99tqiBkagL6NCMx4ROIM9d2uwNDF0S1KHa7w3z2skwoFGLZsmX09PQweGg13qwCmtu7ESKITQ2j6Qa/aPknhrAWq2EUUwAKkUyiuDCa+C5SvidW7P8MCTf2/iDLOpKsIfS+mnBrHYoJQ4ZhWEJP/Pe4ZSj1D+LCWrpoahr/a0gLQT8HYgUf4382mxTTzCbcXcAM/rfZFRRFtpIo6IZA1wWqIluVyCNRnWjEQNMgw6vE0unKKKpZLyORuYgd2mTiFhbDkNCJ4A/W4nZojB0/mNzcbFatXsuHH3xCWXkZ5eWlZGTmoigGhhFGGDqKYkfX7axftwWb3U5V1UCWLVuOy+WipbWFnJxssnLK0DQ/imJHGB4WfbuUcCjEbruNJ6zVoesBEuYba1QxJOjXp6p8vHWMgXU6ZLwadAb0lHtLyDGxTSUpS13vhb4v44ilgU7a65AkCbvNgdvpQTfMOA5DCDQ93i/84B7yfZaM/mWv1JOtf5PZmd4tVARhhNBR5GykmMuKXa1CM7oQsRgiYVmIVBTZg02uRJJkwvpaBGEMI4KZXTCKEFFAxJI0kBAQkk1wkgBDMTPnyfE6MgmGL/VG+x9/wgLRSzhOkp1S5oIUb5vUu2X1+R7EeHKRJEdKvd1QJFOgJO72CKCA0GXrFuKCkznPTBoYQuAPhwiEw/iDYbKcmThtOg5blKAzhD3spyfQhcfZQEFhJfkF1Wxcv5mOrk6GDKnEpnYSCLbFso2lCkIej8TIkcNZu3YtEydOoqWlnvz8fDTNhxCJAsPJqZDdrjzq61twOp0ojgjr1q+gM9BtCj9xQklJwsv2CEaMuVYM0E1rTLKAaR5P6iDusSMna6OTrBISICVi+qzjsmTGLyoxgcgw3xlhgCEJswpXzMIU1SN0+dspzCojFApit9kpKMjH5XJTVVlFR0cHDQ0N1NfXs23rNrJzsikpKSE/Px+nI16M1EiyhapIkgNNREFoVFWV0dTYTE9PD1u3bcVhd7Bt2za6u7txOp1UVJZTVlqCx+tEN6JoWghDSCAScZVuj52sbCctLX48XnusblwidbmpgQfD0AmHO8jKzmDMuOEs+24Na9euY8LEiaiKPSYwpa7wlpVVilspLLa87zqS9MqZcz/uYmtYa23yCiOR+q7FLRRyTAGnazpIIMsKwYA/JgD5KR80FJ+Uwfr1HRhCYFMUnHYnhiYR1uR/t6bnTw4hJDr8NnLcppLA74vg9dpRzDwUxNffuMt7nzW/VwpQU+H5fddL3fsg0WdfZd7395WMuCKlt2tc8p+imEWA4675O5r1L400fi1IC0E/A6IRCbdHsjTI8Rod8YBuMNPgxuOAolGBqkrWhuhwKKbWzDDMQqWGAEmQ4TUL7wnMJAGKnDBp/zt50+NrqMBc8HVDIxCqx6YGKKsoobBod7Zubaa2to4tW7bgcrrIzMokM9OLw+5A07vw+/xkZWUxaHAFW2rrkSQJp9NFdXU1tbW1OFucZGflEIkE2Lx5Fd093UyevCsOVxfdgcZYcVXTcGMka9oERDWDxnodmypROEAhHp+ZUgwuxq/JCnicEmFNwh9MMh7EmVYhrPuMa/77Q7LXX3xzM+ubpoossmTD5fAQ1cOmEISIudmQ4sL4g+aKHUGMS49bWFJsHFIyu9LrXkQYzWhFRGNCt+ED21gkyYFDHWb+RhTd6AYhI0seZEkBSSGsr0cz2gEdYWjEtfHWPQkpYQ2JMaamBU4yXZoMM3uREMlMWD/SXcxSkPLdapPMjPc6qfc53yPc7hDigquQkUU8ENxASAIZFdmwmdeQNISkIyQDocYsJkJCGDF3IBHLEGcoxPzqQEgYYUFHxIck+XHZ3LhVD86MAHY1hM8ZoCfYTUF2CcNHDWLrlhaWfbeK6uFDyfDa8PmbzKQJRtwirOPzNZOZUUplZRXLl6+isCCf3PwsIpHWGA1SSWQWdM2grm45w0dWs7Hxa9p62hG6sGK1JLk/m0Ec/SRJkDAtQfFnnvI8kj5vD0kKCutzTGCOP0KzIKpJSisuBWLZGKUUQciICX/BYAi7w24mItA0FEWlqKiIwqJCfL4eGhsaaWxsYuWKFTidLgoLCykuLiIzMyspCNyMxZRlFSFUurt9sWx8BhvWb0BRFDIzMxkxcjiFhfk4nAqGESaidWEYEVNZIPSYlTshOOblu9m0oY2e7jBZ2Y4UITV+//F1PBLpwe2RGTJ0IKtWrmNzzWaGVVfHXGSTn0evpxaPhfyB98Biik2KW7JRwqE1uf/e44wz1SbDLEsSoVCQZcuW09Pjp2LQUAJqJg3tQTPWSwJNlwkGYnF7vxJDgy8sWyUYAv4IDoeMqtr6kFbu9b4lRHxBvGiu3a7QX7KRZCScCbajHEpCwn1tx/Z8I+biqKqqJfzELUS6LiPLCQtRvNh6Gmn8ryAtBP0M6Ok2yM6JpS8mEegch1knREFVTcuPJCfSWdtsMpGoTjCoEY3oRCIGigxul4rdpqCoCoYBoaCO0yWbWlI5bi35HitDEiw+Je6uIoFBlHC0jajWhc2WSdXgIiqrJtDdFaW5uY329g5qamoRwiAnJ4eK8goqKssBH1LMr98wBFlZbkaNGkZXZ4CeHh/NLc1Eo1F223VX8vJlunxbMXTdFHxEouZRnMfWNUF9nUbQDzabQC+UUwJFLUY3SXBSVQmvUyYcFUQ1I4U3SBQCTGjEvq+ifZyJlGWzIGNvcgoEdsm0BmlGFEMyrSHRmAtCXFiwmLkdeA7bPWpZUpK1gzvCRWgYhj9mvZGQYtrjiFaDLGeYbmySgiJlYBBFE1tBmBYfw+iJnWcmPUgM0nQREwIrgQBCQpJNAT3uJiUpwgwdiMUwmJJq7D6SmeTeN99H1hF9GvVm1SWLPvFzsAxSCUEqNo6k+0j8G39bZBTDhSxk01orLMkIIRsI2UA2VCTDEXtfTMHXHJRk3qshgWJgSBpCNoVHIekIDPM/IQhrPsKRHBRdw+Vw4gq7CDkjRLQIoWiQ0vIhZGVlsGb1WoYMG0JGRgk+XwMaZpyQbhhoUZ32jjoys0ro6HDQ2tpGZVUpHV3bSKw1CcuL251Dc0snbrebiOhiW1stoUgYhIKkJEixvXVDEhJC6qsdlkwDgpnNTbEexg5NT7PoaUKTnvK+Jj0mKeaqJRMLPBfCiuESMUZQkWzYFBsyMqFQELfbg6Ko6IZh5rg0DGQJMjIyyMzIpKKygra2dhobGtm6dSt1dXVkZWVRVFQYu7CZYbOrU2PLli20trQRDzrXNI0hQwYzaEglkhRF10NEomZ9n0g4jBAa/kCQjvYANpuM12vH5bahqjJOh0pmppOO9iCZWQ7zeeqJ1P29g+E1zU9hcSHt7YVs2bIFj8dDaVm5KVyJuOth6r4iIZlWtB9+BDGrTywVR8yCmeTbmHgevYQ1IJae3UBRFMLhEMuXL6e7x0fl4GEE5Cwa2gOmAJHc1a/MzSqqSURjqbxVm0wkouNyxROwJPaPZCuPRabYOpdQrPXNsrc9mMJwzKrcj7VcIi4o7RgkSSIcDtPY2IiiKHg8HlwulxVcrihKimUoGo3ucN9ppPFrQFoI+hnQ2qxRUCDhcMmYqWzNxUySBIpiWn9U1dQ4alEzylhVzGDbUEgjGNSIRDR03fzdbpdQVdk8J8afOZyxuCApvlFJpuZtexVEYzDX4gQ7aQCykDAwY050EUGPtBKOtqMoLtwZmQzJyUIiHy2qEPBrdHX20NHZQWtbC1VVldjtLiRZRtc1AoEOHE6JASXFhDZFsKkqu+wykYwsiR5/DYauAzIipi01LHcC0xLW3GQQ8BtUDrQRDgkiQei3HpYUE2yEhCyD2ykR0RS6/KAlWdzibksiztAbUn97PbEEbykueP25zUlICFnCaXeb1qAYg6sLEdP+fg969SeJXmx9spCQfN2+w90BmC5vJkxuVxh+osKHFFsWojEXGoGWtIMbIHTiKbqtDT1euNIwLQemBUBYNEOXkBSBojsRigZqTKMYyyBmGRTiG3if+0wyBfUjfPaxHGFqrpO+mMyBMH+XJEHMcYqE71U/EBKyYUdCIqr6Y/SIMZTxOSaBLgtT6ENBFgrx2CSBmS5YYMSEhSSuPnZJmVh6fCHQdY1QxI8/2o3L5iFbz4nNq2YwdAbkDWbI0MGsX7eBIUMGk5U1gG5ffczCAIZuoIswPb4mhg8fxVdfLWLr1noysuIZGRMucYqiYrdls23rKgYOrKCuZSntPR3mPSXFrvXrOtWL0n2eWUy4jSdOsKysyY+kjwtrUr2uH5jQpsVbWM8hLpCLGHMpSaZ0pMo27KodWVKJRKLk5Tkt+Tdp+sbq4ggcdgelpaUUFxfj6/HR3NxMU1Mja9asJTs7m0WLlqDrBj6fH1VVqKgoo3hAEevWbqSxsYFAIIAkaUSinRh6hFAoRFubj7Y2Hzk5Trxe023N54vS1hYw0/x7bGRkOADo6Aia8Z2aYWUOlWUJp0ulsNCL22OP0cbAMPwMGVpFOBRhzZo1CCEor6gw1++Y6SiVtzYJZLAd+kq9n/OOmO6kJEHIbGsmBBHYbCpr162jo72TyiHDCChZpgVox3n0XyzCUZmekB3w43SqhIJRjExzGduuPNdLARPPbpjsBrojMN+T7az6EshKBDTHD3YZf7/tdhvZ2dn09PTQ3t4es5IqOBwOvF4vHo8nVsw5LQSl8b+HtBD0M0CXNbbWRSirUFHtppZPikUAx4UgSYZoxECRJdRYMoRQUCMS1i2/XIcdFEXC7lCw21U0TcJmk7A5krn4xGJppri27Or0t0r296uZsEGKpaaNMedCYBg+opoPiUZkWUVVXLi8HrxZGchSMb5u2LB+I06nEznmT6wqbmTJztKlKzAMGDNmBELqpqenFV1EMQMoFARRkEzf/7iQ0tUh6GgzKK1QcXvN+hcdHRrujO1PY9OlRoqlKYZQxIylEqmNQJgCqNOmIICwllyMUErqyyRSnHwp3ldJu58i21FkFUWSUWWZiByr6fN96M+BvDdjKfV37D8TgxLdxjvSQegYxCxEIqYLtoS3/nfVOKMVd8uMe3aYJJJiGz2owoGEgqb6EgyBIhBaampsYd2OSL3Av3lXqQNMCPjmhWXiOc0SriipaaOFZDIbkpAx5AgC3RLSRJyRtJgakwkUgCEn5o4h9H6GHqdMkjVKJNK7S7KEjoEv0pPitmlmqzMozhvIsOqhrF29jiFDB5OVXUp3z1Z0TbcYUkVRiUTCFBcXU7NpCxMnVSNUjWg0aE0xh92Drydkrj/2CNtatxCKhmLCwY7NJ4mEu2GyyC7FrZ3xrFiGZMrOSQkQ+kOcl46LX9t77nHFSNwaK0lJChxhrnVKzAVRVewYmoGu62bBT2Jrrpx6hYScL5AlmaysLLKys6isqqStrY3azbUYwnRVrhpYRmFRNm63gqqqlJWX0NLaQnNzC12dRQh6aG7uoKM9QDCk4fHYyS9wY7crZGSalh4tauAPROjpDtPc5EM3BN4MB263DZfLtBAJAdGoTihkKg3MVMyxYRoR7A6D0WNHsnL5GtasWYOmRRk0aHDsuJF4maSE7kBYtO3veW6X2NtpHU8OkHh3wuEQNlVl27Z6GhsaKS2vRLNn09Aa+J8QgMC866YuGw7AZlPw9YTNVOtqPLUribUhmeLWGhdzW1f/PQEojn5jjWKQJON73pzkdub7I8sKWVlZZGRkoOs6mhYlGAwRCARobW2lubkZl8tFVlZmPzFIaaTx60ZaCPoZ4MlRCId06rdIDKiQsdmxNKCKYu7MmmYGFdvtppY+EjE3Ql0ziEQNnE6zFo3NLmO3qxiGaRGx2RLpLONuLNZaKYGqxjnCxGomW0w+lgaxd/0Vw4jFCEh9NewCA0OPoBkRwtGumPuGnYzMgQwcVMG33yyJaTUlIhFYu241WVk5VFQUEoo0Ew53m9YG4n3HXatiK70Q9HQJGrdq5BWpZGTFiqI6wDAkohFMGiaGlDy8OM+L3SaR6ZbQdJlwJO4SBHZVxuVQcdltuOw2NEPQEQimCEIWCZPjj9hOEKowx2yYEduoqoSqy0R6B5X2F92adM/fv+HEpTD+G/knqa/kbxZbSO+6F/0irn1XSGlrCUACM1OhZkdTA9a8jF9WUkFYFri+27eAPr/t2F0lCa9WFzHaWpn0YlahPkxFXLNt3kO8Nk3q8eT3IPG5j4XDemMSbRICc+x+40HnkoSCmULckAz8kR5zAksgSXKspxoKc6sYPrKa1StXM3zEcLyeYtojdRgxoUlR7LS1tWEYOoWFBWzd1s6gQcV0dtUCZtY1uz2D+m3t5Obl0NK9lbaeNgxhWJYYqd/x9r0/U3jEMqj1e57Sd65uN25BFtZ8Sgg3fZul9B93TxQxhtyQYsKUgiLbCIUjGMLA7fbErhs/L9F3MpNq3acAm2ojPz+X2s21jJ8wFFnWgAi60UMkahCNZuD1OvF6PHR1dbNq5QYUVcPhkCkrzyIU0ujsDKLIpilMkkzllSxL2B0usrOd1vooyTEBrdfYLKtXMtWFga5HcDicjBs3llWrVrNu3XrC4TDDhg1DjqW0ThDefLPj63i/9Ozne5LchZG0V5hjIBabaljKOb8/QDgcoaNjCxnZ+aiZhWxuC/3PCEBxdAUUCgEDBUWRCIc0lLilrs/70I/CUUqkqv9Ps671jvEzfxSmICQp240L6u96psubhKqqOJ0usrOz0XWdYDBIj6+HpqYmfD7/fzTONNL4pSItBP0MUGwSLo+Mv02jYatMaYWMy6VYu3A8YYKimJ81zSAQiOD368iShN0hoygSNltMABKmhjBeuVokberJS52xI4ttXADqp50lUCQxHCmnihj/j0DoYXyBLWTnTMDj8dLd7ScajbBy5UpKSkuorMynx1+HpoUxg0RiaZmFQDcgGDQIBAWGLoiEDTraDHILZPIKEi5+sizj8cr4fTo5eTGXLpFgZpLvwOSvJVwOGW8UEBIRIMfjwOkwXWZsqoIsKdhUnaiuo+khNCNBs35p188eI0mmttjj9KIbESJRgSrLaJKZ1jv1/H46+HfUbXE5yjJLJTS/O6rN77/T7xlDH04pZsnUgJgQH89eLAyQVIEUS8MtJD2pfxHnElIYBSkehG65niXG1A//nTRWKeVAUjSZ+UvSubHerLn0fe+FeShZuIv9Ho+VSOox2d3MvGZMUx63jFhICoS25qyEkA0UYceQIyCbbpS+sA9ZBiUepCPMTJLFeQMZMWoEK1esZPz4cXjcuUSijbHinwrRqIYsSwwbNpzPPvuUstISHI4MwuEuzPoxTjo72xk8bBBLNn1FMBJzj7TitZIEhe0gnlBE9Fp0+nVpk3qfmyycJh2XsBQJqVae5HN7/S5Sn288G58sqaiKnWhYQ5ZkHE5Hir0q9Zz4+pYYnxACTY8SDHYD0NHZRCQSIByKEgpGCUd0DL0REYt/U1UFTdOpHl6O3Wla2bq6QrS3B4lqOoqaWsTSKoUQlzSShYxeMndyogiTvgKEjq5HsdudjBkzBofDTm1tLYFAgFGjRmO329H1RPrs+Psm7yDTnSL8JoZHfJ8CMyFHPFOhEILuni56erpBUigsLaeuW7MyZP6vIHlt1XQFp0slHIri8dhT2iWs2slqkNg6J0lmLFt/7tw/iO+JC5Ki2BxdGIaKYUgYug3Tu0LGSspitY2VmzAS6b4TegXzWEZGBl6vF13XaWlt/k8Gm0Yav1ikhaCfA7KEapPw5ssE2gRbNxtUDpJxeWQMAyJRw/RRV8zaQJGwRjRiENV0nHbVFIBUBZvNFJwkYdbEiWeGS97fkpnucMhIWHGEjMdVjAQEQ004XYXIkkIg2IBBogZJMqxipSQJG/3Aac/DrnoJhFoQ+MnOyaG+vpFgMERBQQEVFcV0+2qJREJouk40GiEaiRAMaQQDUQIBjWg0iqJIKKoZrFlWqeHN1Ppkb/N4ZJoaDMuykHDOwRKETNccGQkFuwrZbgOXTbCtFTxOJ4piM7OfCTMhgISE1+Egqun0hKPbFwd6MV5JlwVJwmF34dY96IaOTTXQDUFES+rvB4SdhJZPorJ4CDbVzubGdWh6X79s83kl0hjHU35LSRvwjkHgsDlx2FwEwj1Etfi1EkyU2+FFURQCwe5EnJMcnxNSIjucBJItZnEzZISsY02e+ElgSkoyCF1CSrG4yLjsLuyqE3+oG02PpgoSccYwBrvqwGl30RPsRsStbnFNgEilZ9wf30rKkGyNsSAl/pKEnVRdeC/tfPzffhj8fhNuiHgf5jFDDqNGveRllpCfW0hdy0Y6fe30hHyxfgrMYqBIIDZTWjSEoUOHsnTZcnbddQKBoI9gqBtZVjCEWXhZVnSqqqpYt24DY8cOJhLpQVHshII6HrcXh9NGMBJFN3Ti9Y+cTqf1nCUkFNVGRcEQdEOntmk9ZrptkcqcW1NEJsOdhWZECUUC/BCs7H1WjafYwzKkWLhaL0kl+aOIzzuZTE8mWlTDF+yx6Coh4VQd+LqC2GwqDrsdkiy41uvRK2+6EIJAIMDWbXX09HSjaVEkVGo21WNTZewOFYdDwZvhwGZXsNsUPJ5caja109zUhs3uwWYzMAwNh8PUyEejBi7XD7z2/a67pKzHiemjYwgNWWhoWgRJcTJ8xEjcbg9r165jyZLFjB03Drfbg6abz7Z3lvcdhc1mQ1YUAn4z66fH7SIUDqFpekqqdr/fT3dXN5quk19URFDYCYSCP9D7rxNKLPmH16UTDitEImYxut4rRKrLdOpn+XsK2/9wdjfzpdM0HcMQqDEeAECSo6hKNDZ3YkoqoWAYKggZXbdjZs40M1j2a1Git6CukJnp+oExpZHGrwtpIehngOn3L7PrqL0pzqsCAU3NW6lr+hCn08nIwbNwObIwhE5903fU1H1DPJZfVswMcTa7gqzIaFHDKqaaDJNBSKxquZnD8RQNwB/opHlLHaXFe5KXXdVnbD3+bdQ2vJ9wi+u1Ovbut3dGtSzvEEoLpwGgaUGa25fh8XhM64hNpaqqnK7uJurqWvH7QkQ0DbM4p0C1C+wOg9xCidycAqrKdiPTW2ZdKxL109G9DiEMXM58QuE2WjtXoNohFBS4PMnatrjmXUEiJuRgZnRTFcNKECHjQkaOpbpWYmer2FTIcAmiukEwqsWEy6R7TShlU1A1YCTVFbtgU02NoGHotPc0Utu4huWbvqSlq4Worvejv0uibzIk2HfC4UweuS8AW5rW84/370lh/k1XmWTLgrDG+32+470xonI8E4ZNp6xgoPVbbdN6Fi5/m22tm9mlei/GD5lKTka+dXzV5kV8suxNOn1tpoBky+CY/c6gODfx3IJhP4Ggn7xsM8NWl7+dp9+/jy5/O1NGzWSvcYeg6VEWr/+M979+BUkW7Dp8BruN3JtMd47Vz/qtK/hg0Uu097RYtJEkcDsy2HfibxgzeDcAQpEgC5a8zrdrPk6haKoFICZ4pLjxCeJStt3m4Hd7n0lJXiWGMFi24Sve+fafFOeWcdRep+F1ZhKOBnnv2xdZVbsocQVLMItPkNh1kk2UxCxEksm8m8/HnJsGGnkF2Zx8yMWAOX/ue+VaOnta8YX9gIShmfEsdtWJavNQUVGMqtpZs3oDQ6sriLasRZYVJHQkCQKBFoqLc2IWAoHdloEkq4SDgj32mAHA7wvP594Xr6WyaAi7jZxBWcEgi1pjm4ZTkl+JGqsn9c2aBbz7zQsxhUhM7SCBy+Fh+thZ7DJ8T6ttU8dWvl7zEStqvtn+xOtHnpQk06VN2s57ZtJQ4LFnsM+kIxkbe/YAoXCQZRu+pq2rmZEDx2NXXSxtWo7d7sDhcMRkniRtuGU2TtLua1FqazcT1UIUD8hGUXS2bO5m+IhCPJ5McrPNmlmdXXVoWpABxeNx2DMYPFCwYsVyWptbGTqshLzcQSiKnWGDw9RuXQZ0E8/eZb6b8Wv27/4qkv8vEkqNeEp00JEl3ezTMDAkmaqBA7Hb7axctZLFixczbux4MrIyMXS9zz4hSRJerxdVVQmFQgSDqQKLEAK32012djYAuTk5lJWZ77au62zcuNEqumlaCloQwiyYnZ2bT0OPqfRRZInxQ4rJy3TT2O5j2aam7TzVXw/sqmEmyZRMrw1DF0mWn2SFXP8LsGGAofO9lqA+3hZS32Md7UGam3qwO1Q8Xgcetw2nU0W1KciyhCzH1zaBqmiml4ktQHwdFIbpTq9rdnNMhmyl9k+1GoGspFNkp/G/hV94WbL/TUhIZLpzKMkfxE033sTFF19McVE5WrCUnIxR9HRFOPPMs3j6H89SUjgeQzcXoKyMDFRVxWYzC6hGowI5ljXOZHrtZiFKQ8TqZZibmMOeQ0nh7nz95TpyModRVlZGpreI66+/njvuuAOABx98kMsuuwy3q5BwSCcSNTAMBS2qosf6Mmv2CAwhIcsuJClVjWUAbmcBX331FTNnzkRVXSiKDZtNQZYVHHYHdruNdeu24PeHyMx2Ul6exZChWQwfmcmQYU7KKmwMGJDJqKGHUFfbxRlnnMH+++/PMcccw2OPPkVR3gSK8yfxyUfLKMgZj9dVgtcr4/PpyJKCqpqJFxTJjowLRXKjSHZTEMKJLHkQwgE4UVUVRbZhcdMQ4zcUFMWJ02Yjw+VAkeWYgtrcdWyqwxQ6+mFaBpeO4/XX3uCMM87gjDPO4P/+7xLe+9cnDCyYwAn7X8qgAcOt/mRZwe3MoO8maVpbnHY3AGWFg3j88cc577zzKC8cbLVy2l0ospo0jtR+XHZPzGqQDGG5rVh/CEaNGsUhU09gxaK1nHjiiey3336cfvrpbN3QzPEz53DeUTex+/D9ePXFNzjiiCM44IADuOyyy3AaOZxx6NVIsfok1VVjyHLlWfd/xhlncMtNt9FU30o0GuWiiy6iramTg3c/norCIew17hDuu+8+3n/vA8YPmYqkgEN1M3OX3/DaS29yzDHHsP/++3P22WcjhZwcP3MOLoeHeL0lWVY5buYcCjwVnH/++RxwwAHMf/xJ9t/1t0wds38ySZMd44gznfG/3g9z4IDhlBUMZM6cOdx5x51MrJ5GUU4Je407hE3rNnPWWWfx+WdfsuvwGWb3kozHmYUkK2CYMS3JGnxVsVnPszeSx6EqNgaVVRMIBCguLkaWFcoLBiHLMi6HBx2BL9pNjz9AQV4VbkcBX3+1iMGDhiIM6GwLkJ01AEVWUVUbCIGmh4lEO6moqKBmcy0uVz6q4qS4aACLFi3ixBNPRFVsHDL1eI7c82RWLFpnzYHTTjuNLesbURUbb731Fv/3f//HrsNnUJA9IEkZYOCyezjl4EsYWjyeO+/4CwceeCBHH300X36yiIMn/559Jx6Zcs821Y5ddfadtgLcDi+yrBAvlJrcwG5zYlPspjJDtnH8fnMocJdzySWXcOCBB3LEEUdw+21/ZvzQKRw49XfUrm/AZfNSVlYey3ClJOyMshx7782/eC0gIQSdnV34Az7Ky4soKMwgK8vM3mazKRQVDKe5KcCW2jYKC0bg8RQg4eDMM8/kgQceYOzYcfj9EbKzKvj660WceeaZLF68hNIBg01vNElGURymdVpK1A2z6usIsz5LIBClsyNEY6OPbVu76OkJW3QwDEFjQw8BfzRmlTPrDwlDR4tqlJaWMXbMGCKRCEuWLKa9tdWMN43fdwxutxvDMPjiiy/Izs5GUXqZJiQJh9PJl19+yaxZswBYvnw5U6dORVEUnE7zGdrtdgKBAMFAEKfTgcPpQrK7CUb02PuUw9iBBaxe8gW7jyyjKMeTchmHTdmussamyDhsijVVXA4Vm/rzsy6KnFgzFEXGMAyiWqo77A/pn/oUYP6+tlLCRS0ZWdlOBpRk4nCodHcGqd3cwfp1rdRsbKexoYfurrCVUCmRgdFUNMiygaxEUNQwNkcPdmc3Dlc3DlcXdmcPii2IagshyRqSpCMr4e2MLo00fp1IW4J+BpgpaM1F/MUXX6S2tpajjjqKIdUjyc8p4q677uKf//wnQghOPPFERgydSVH+MOv8QLCNusYvyfJmUDFgMorisI7pepiGlsW0da2xFruSgskAnHzyyXzxxReMHz8egN/85jeoqjkFIhEznasEZGcVU5Q3Aa97AABRLciW+q/p6KxnyMBpZGdUpI6l6XOCwVZTGBOmhtDvNwMoi/ImUpQHToeHzMxMioqKKC4uo6FpKchhyoonYrdnEI32UNe4gLDWRW7mcFpa2pkxYwY33HADc+bMoampiS+++MK67hFHHEE4HKayZCaVJRAK+XA6vdbxHl8dLe0rKMgdS4a3NIX+hmH6yI8ZaW6sPn8b2+qXIjAoKhhGTnbi/jq6arA3rWFg2e5kJFklALa1bGTFxoVE9Yj1myIrfP311zQ0NPDHP/6RtrY2PvjgA8466yyeeeYZDtrnBJ567y/sOnwm44dMtc5btO4TPv7uDSaP2JdpY2ZZv4cjQRx2F3vtBWPGjEGSZIaUjmbmpN+Qk1GQMp665k14XRl9fl+yfiEfLH4FTY8mMfyJnbq8cChDhgxhzpw5fPrpp1x55ZUMHz6cNWvWcOmll7Jw4UIMTTBjxgwGDBjAueeeS15eHp999hl/+tOfeOKJJ/A4M+gJdqGqNqLRKH//+995/vnnsdlsrFy5kilTprB06VIGDx7MySefzEcffcTRe5/BggULuPPOO1m6dCmrNi8CCYsRU1WVU089ldzcXN544w323HNPNm/ezMjKiSxevxCQqC4bR2F2CRMmTODwww/nxhtv5Pzzz8fv93PWOWfw9eoPE+6DcTnXKuAqzNATSULICUc3wLJkzJs3j6ysLE466SSmjNqfQSUjOPWaU3nppZcYMWIEM2bsxe9mnMHgkpHWuZsb1vLWl/9k9KBd2GPcgSnPotPXynvfvsj6rStSfs/y5HDQ7sdTVWy+54FAgO5uMw5ljzEHcuDkYy0hKhgOsGj1x4weMpUlS5Zw/vnn891337HXXnsDoOkaqqJSVmL27fM109y6huLiQdRu3oyuq7hdeXi9GVx55ZVce+21AAwtG83555/PggULuOqqq6w5cMkll/DFF18wa9YsLrnkEs477zx2HT6DNz9/2ppPM3c9kmjQYPLkXTn00EO5+eabaWxs5Oqrr+bdd9/l/vvvp7p8HFme3JT7bmyv462vnqOxfQu7Dd+bKaP2wx17jzc3ruO9b15mn4mHMbh0RMp59a2bqWlYS35WMaOnjeawww7j1ltvJRAI8NZbbxGNRrHb7VxwwQU8/PDDTJo0idGjR9MfotEINlsilqO7u5vVa1YzYEAhVVVDcbuyzPekNIo/0ITLmcPLL8+jqamJO+64g8L8Efj9fv7+979TVlbG7NmzGTZsOA6HhzvuuIOPPvqIqVOnstvkXSkpnojblaBBj6+FrdtWkJ1dyYCiQSnj6u7uZNmyb/F1t6DrOj09kVjmOA/5uUMYWZ1Y14JBH80trWR4PeTmmv0XFhYwYEAJy5Yto7y8nMzMzJT+A4EAbrebFStWcO6557Jy5UoKCwvpD0OGDOGKK64AiKX4Nt0zKyrMtbK1rZUtW7Zw4IEHYrfb2bptG1vawxw2dRA5GS5URaazs5PjjjuOzs5ODp82nMZ2H00dPkZVFaLGBLSahg6+WLWVPcdWUlaQ2e9Y4vAFI3y+so7NjZ3f2+6nQDy+JxzWTF8CVSbue5hsEYonLgGTjvKPIMvZ7Qq5eW6yc0yBNhzWCAajBPxRujpDtLaae7HTqeJ223F7zOyDNpscE4wli1cwlTEGyLppMVLDIEA3zEyFYS2dIjuN/y2khaCfAaksKBx33HE8/vjjzJs3DyEE8+fP59hjj425O4BNzueqq65i+fLl5OTkcPLJJzNjxsEAvPXWWwQCAb777jtWrlzJrFmzOP3005EkidauVYCEx1XMU089RUdHB9dccw0ZGSbzU1NTg91uZ/jw4dZYZNnG4PKD+Prrr3nooavp6enh0EMP5YQTTkCqkNi8eTNXXX4OtbW15Ofnc8kll1BWMY6Nde8TDQmSE6A9+eSTvPTSSwwfPpyrrroKr9fLfffdx/Tp0xk6bBjhSBehEMydewW33norHncR4e5OHPYsPvn8W0pLSznzzDMBGD16NPvua7qE3X///RiGwfnnn48sy9x6660sX76CRx99lIaGBoYNG8Yll1zCoAqTAb3hhhvYe++9eeSRRwiFQlxxxRVIksSf//xnJEni2muvpbJiV4QQ+H0RrrvuOpYsWcKoUaO47LLLGDvsQLZu3cp9dz/IyJEjeeKJJygrK2Pu3LmMG7oX3655r88zHjRoEIcddhidPS2cfPLJTJ8+nfPOO49169Zx2iFzaWpq4pprrmHZsmWMHTuWyy67jEnD9iQSiXDLLbfw1Vdfoaoqv/nNbzj++ONpaGhg8+bNTJo0id/NOIPXXnuNf/zjH+Tl5XHkkUdSU1PD6aefzooVK3j20xdwu928/PLLDB8+nKuvvhoxQfDuty8kzcAExgzcjTVr1vDII4+wceNGnBk2aratZv+D9uWII44A4KmnniIcDvPSSy9R37aZls56zj7nbHRNJxQJEoz6YkUyEv0edNBBuN1uDj/8cF588UW+++47zjrrLF566SXuvfdeTj31VE499VTmzZsHis6Hi18BBIGwj6UbvuTYY4+1+po0aRK33nor27ZtI9OTY23YwyvH88UXX9DZ2cl1112HJEnccsstnHrqqVx44YVUFVezYVtC4Ih7PaUmLxAkZ3frjd/+9rf84x//4KKLLsLv9/PBBx+w//6mlUlRVKSQkwsuuICNGzcyYMAAzj//fM44/EpkWeHRRx+ltLSUN954g6amJn7/+9/zu8PP4JkP7qemcQ0gcNpd/GHWRdTXNfLHq/+Iz+fj9NNPt66fnz2ABx54gAULFiCEYN999+W0004D4L777mPr1q3MmTOHvLw8rrvuOl595VVefvll/H4/u+yyCxdeeCF5uYMIRwLk5ObS3NTO8OoR1NTUsGHDBqZMmUI4GmLzploefvhhNmzYgDvTwaZtqzn44IOtOSDLMr/73e947LHHuPzKy/jXF88CoKo2RlZNZO411zJ+/Hjuvfde1m5Zym6DJvL6668zaNAgzj//fIYNG8Ztt93Gbrvtxvz584lGo5x99tmcfOD/sWHbSqqKqnn88cd58803KSgo4MILL+S0Qy8D4PLLL+fII4+03v0LL7yQaZNmUVdXx7p167jpppss4XnKlCkAvPrqq9TV1XH77bdTWFjInDlzqK2tpaurizVr1vDVV1/x1FNP0dnZyb333svGjRvZbbfduOiiixg/bhy5uXksXbqUBx54gLa2Nvbff3/++Mc/UldXxyuvvEIgEGDOnDlMnTqVww47DIBDDz2UF154gZNPPpmWlhZWrFjB1KmmskORVTbXNPLAA3Opra2lvLyciy66iOqheyHLsikoVlfz/PPP093dzSmnnMJ+++1HTd1XdLS3sHlTB5omUVk2mYaGZm65+TJWrFhBeXk5V199NZUVVTQ0NHDhhRdSV1fH7rvvzvnnn8/MmTPZuHEj8+bNo6ysjGeeeYaBAwcyd+5c3G439913Hw0NDcyZM4fs7GxuuOEGbrrpJvbcc08ef/xxSktLOemkk1iyZAkzZsyw5uVzzz3Hs88+y5AhQ7j66qvZe++9qaur4+mnn+ayyy5DdnZglzSuu3YuN954I/fdd59FM4B7772XvAwH99x9F59//jllZWVccsklHL/vGAAuvfRSjjjiCB588EEmTpzISSedxG233caKFSvwer2ceuqpTJ22588mBCUbzSIRM+mFw6GaJRiEQFbM2n3bg6YZ2O1yH8vOfwrTLU82BR23ndxcU9CKZ5b1+yL4fWE62oMYhoHNruB22/B47Xg8dux2BSleEI9k5wiBLOsk6hOlkcb/Dn5+m/JOCBH3LYvh0EMP5f333ycQCPDtt99SWFhIZWWlddzn8zF27Fj+/Oc/c8IJJ3DSSSexdu1aAL7++mtOO+00RowYwTXXXMNjjz3G3/72N4rzJ6S4q02bNg2Px8Nvf/tbZs+eTXZ2Nl9++SXffvttn/EtWbKEY445ht/+9rdcccUVPProozz66KMA/P73v2fMmDHcc889nHLKKcTrDNjtMi63Ymm2li1bxrJly7jxxhvp7u7mhBNOAEwt/5133onHXUBWRgVPPvkkTU1NyLKMP9gISEQ1P6NHj2bdunVcddVVLFy4kHA4YYbfb7/9kCSJE088kdmzZ+NwOKxr3HHHHQwYMMBi3MBk4P/0pz9x+umnM2XKFA4//HBuuukmzj33XIYOHcrs2bNxOjKw2zzMmjULp9PJzTffjNfr5YgjjkAIQWtrKzfddBOffvopV199NaFQiAsuuIDivEocNk+SW1UCmh7ls2Wvsrb2W4455hjq6upYvnw50WiUmTNnkpuby80334wsyxx99NGAydQuXryYW2+9lblz51pa3ZUrV/LRRx8BsGDBAs477zzOOeccjj76aObMmcO//vUvAGpra7nsssvYtm0bc+fOZe3atdxwww1MGDrVtG5IYKn9Ym5AlcVDeeWVVyxLzwsfPcRbXz7Pg6/cyDdrzWu+8sorHHvssQTCPua/81f+9eUz3PviVXy64k3++dHfTGtLLyIsWLCA999/n3vuuYe2tjamTJmCLMs88sgj3HzzzfzhD3/ggAMOYN999+XNL58mooXNMUkGb37xNG3dzaxevZrXX3+dc889l1mzZlFVVUVTWz2SUABBpieHVatWMX78eCRJ4vMV7zFhwgQ2bNhAOBwmy5vQuhfnljN28BTGDZnC2CGTGV45jnFDdmfc4N0ZO2hyHytFHLNnz+aJJ55ACMGLL77IoYceisORsL52dHSw3377ceeddzJz5kwOOuggK5XsO++8w5lnnslhhx3GnDlzuOCCC/jwww+ZMf5QwGQwJg3bC3SZvffem6lTp3LFFVfw17/+NWUMdruda665hiuuuIKXX36ZBx98EID999+f3NxcZs+ezW9+8xsAotEoF1xwATfeeCObN2/mkksuISuzjEi4h7KyUhrq65Flhffff5+pU6dawc+vvvoqe+21FyUlJTy/4CHe+fp5PvjgA95f9CKvLnyCNVu+Y/r06bz77rs4bE4Kc0qQJJnSwkrsNgevvvoqxx13HPVttbz46Txe+uwRSkpK2HPPPXn99dcBePbZZ7nkkks488wzOeaYYzjiiCPYtGkTQ0pHcfnll/POO+9w3XXXcdBBBzFr1ixaWsz4r3nz5nHzzTdzzjnnMGPGDA4//HA0TYtZlos59dRTeffddy3rGZiCc25uLocccgizZ8+muLiYRYsWccYZZ1BUVMQ111xDJBJhxowZjBgxghtvvJFt27Zx1llnkZubx4YNGzjkkEM46KCDmDt3Lq+99hp/+ctfyMvLY9KkSYwaNYrZs2dbQheY1vbHH38cgKeffprjjjsuxf2ss7OTww47jDvvvJPddtuNAw44wCpA+eqrrzJnzhx+//vf88c//pHZs2ezePFiCvOGYHeoyIpMQd5ggsEI06ZNo6ioiDvuuIPDDz+cYDBIOBxm2rRplJWVcc011/Dll19yzjnnANDQ0MC1117LsmXLuOaaa2hubrYsO/vvvz/Z2dnMnj2b3/72twD84x//4PLLL+eEE07g6KOPpqGhgRdffNG6jw0bNvDZZ59xww03YBiGdV5rayvPPfccAKqi4Pf7eeyxxwBz3bbb7cyePZvZs2cDcN555/HZZ59xzTXXUFVVxbRp06y4pIcffpgbb7yR008/nQMPPJArr7ySUCjEX//6Vy6++GLTvfFHEiD+fQgyHLr1LRLRsNtNV3WH04Ysyxi6QSgUNZNHaPE04gJdNwiHoiiKmZL6+/IfJFzXfmA0/SY1MIUil8tGdraT0rJMBg/JY2h1PgMH5ZKT40LTDJoaeli3poW1q1uoq+2goz1IKKRb6bvTSON/GWkh6OdAr3XF6XRy8MEH8/LLL/P4449z0kknpRyvqKhgv/32Y8uWLXR2djJq1Cg+/PBD6/h+++3H8ccfz9hxo7nllluYN28eiuLA6TDdtxrbFjEwFiw7btw4hgwZgsu1/Swv99xzD2eddRa77ror5eWmv/2TTz4JmAKZEIKCggL23HNPRo8eTbd/C2Ba/+NaLbfbzS233MKIkcO58847+eCDD2hpaeGEE07gnXfeob29HVm28fe//53TTz+dHl89Ea0bIQRtXWuoqChnwYIF1NbWcuyxx5Kfn8/NN98MwLBhw5AkiV122YURo8pQVZX999+foqIi1q5dS2VlJatXr6ajo8O6pyuvvJIpU6YwZ84cWlpauPzyy9ltt9249NJL+frrrzEMgwULFiDLMn/84x8pKiritNNOY9OmTWzbtg0Aj8fD7bffzsSJE7n00kst9zyP6/vdNrr8rbhcLnJzc2ltbeXdd98lOzubE088kaKiIs4991wWLVpEW1ub5Wbi8XgYO3YsBxxwQJ/+nnjiCS6++GKmTZvKjBkzLKtAHIMGDeLKK69k4sSJXHDBBXzxxRdIkkymOyc535n1f4fdRXNzM0VFRQC0dbUgSWaQ/uraJQA0NTVRVFREp6/VdJcQ4A/28NWqD9jaUtNvXM1TTz3FE088wYsvvsikSZOw2+20djVSUVHBFVdcweeff85tt93GonWfUtu0HrOmkIxs2FGFA7fDy6JFi3jmmWf48MMPmTzZdOuUdBU16sYWzcRld9Pe3k5GRgYA3f4OPB4z3qCjowOX3fxcWTSUPx5yBYdNP5HDpp/IEXvO5pj9zuSIvWZz+J5/4NBpJ3LawVdaLmfJd1JVVUVeXh5Llizp9/2cNGkS48ePZ8OGDUiSRHZ2NosXL7aOn3TSSey3335MnTaVSy65hEceeYQBeRXYFbOqe2XREN58803Gjh3LKaecwrhx4/jTn/6Uco3Zs2fT1dXFpk2b2HXXXXnnnXcA811wu93ssssuFJaYblvHHHMMAGvXrmXSpElWW0mWcXtsVgbJjRs3Ul5eTiDkQ0p6xuYcMFPhCiFYuuFLVtZ8S0dPK+Xl5WzcuBGALG8ukiThdJhrSXwOtXebgkv83+LiYpqaEoHwF198MZMnT+bQQw/luOOO46mnniISiXD//fdz++23U1payvTp09lrr7148803rfOuv/56Jk+ezB//+EdUVaWurg673c6nn36Kx+Nhzpw5FBQUcOqppxKJRCgrK8Pj8TBy5EiGDBliuYPFLWm77bYbr776KhMnTuTwww+nqKiIK6+8kueffx5d13nggQc48cQTmTZtGiUlJVxxxRU8+eSTuN1uysvLKS4uZtKkiSkKq3HjxtHT08PGjRt54okn+MMf/pDyHKdOnUp1dTXr1q2z5mlcoQVw1llnseeee7Lvvvty9tln89hjj+F25aAqMk6HSmZGPv/85z+ZMGECF110ES63nT32nMLQoUN57733KCws5OKLL2bMmDE8+OCDPPbYY5YCqaCggBtuuIGJEydy8cUXW+vXsGHDcLlc7LLLLikug1dccQV77713v26Eqqpyxx13MGLECG677TaWLFlCbW1tSpve7HN1dTWqqrLLLruwyy67oGkajzzyCA8++CAjRo7mggsuoLS0lLfffts654YbbmD69OlUV1fT09NjzrusLHbZZRf22GMP6tt6+oztp4AsgdedEIKSrTmSBIoqm4kJJNONzDBMwUeL6kSjZpCvaSXavnQTj/9J/usPOyKnxM+PW6syMh0UD8hg4KBchlUXMHhIHqqqUF/fzda6LtaubmHNqhY2bminscFHT3eYSERPC0Vp/M8h7Q73C8FJJ53ExRdfzJYtW7j99tu59957rWOff/45J554Ir/5zW8oLCwkGAzS1tZmHa+srETTw7S0r6aqqor6+noAbIqbEG2Ewm0p12psbMTjdbA91NTUsGLFCj755BPrt2HDzFiFJ598kuuvv565c+cyYcIE0+pUMpCO7rUpm15ZmSmctLQvoSB3AsXFxTQ0NDB27FiOOuoonnzySXbd1XRBmzp1KlubFkAsaDMc7aa5fSkTJo7iqaeeQgjBwoUL2W+//dh///3ZZZddrOsEQi14XMVcfvnlfPrpp8yaNQu3240sy7S3t5OTYwqCxcXFRCJ+7HYPbreb4uJifD4fXq8XsxaTRk1NDdu2bUthcseMGUMgYKb5LSoqQpZlmtpr8Xq91u+KvP3XSJIhP7uU7u5uWltbKSkp4b333qOmpiblOrvuuis9PT1ccMEF/OlPf2LvvfdGVVVuvPFGS8saR1NTE6WlpWxuWo8iK5SWpsY8DRhgxnKt27o8ZZwZ7mwy3Fl0+dti2dzM9sGwn9LSUlasMN3GCnNKaeqow2azM3HYdOt5btu2jdzMQhRZRdc1sr35TKzeg7rmjWysj7ucJTbqefPm4XabQsVJJ53ELbfcws233MTG+pUMHTqUAQMG4PV6WbbxKxASiuZENmwIScNmt7F0/ZeccMIJnHDCCfj9fqqrq5kxYwbVg0bSFW5GwUk4HCE/P9+yAORk5FvMUl5eHoHNZka1kvwqOjs7GTPGdLUZOHAgr7/+usXgVVZW8tlnn1GQNQAC9OHgTjrpJK677jra2tqYOHFiyrEnn3ySW2+9lSOPPJLs7Gw0TevzftY1byIQ7qGqqornn38eMIXnSE8LHmcGDQ0NVFZWYhgGHy99g3FV063zu7q6mD59OpMnT2bIkCG0t7en9B9Hj7+dgpwyDjroILxeLxMnTkTXdautLCvoup/s7OxYcc4EAmEfZWVlLFu2zJwD2SU0tW9DVVWmjN4PzYhYgdm9GaFgxLR6lZaWsm3bNkaOM2OTCrLNebht2zYmTZqUQo+lG7+kNL+Kqqoq1q5dS319PbquW65SccTnD5jzet2WFQyrGG3Na3/QR05eFvfcew+KrLBhwwb2228/5s+fzx//+Efr3ObmZkvoiNNZCEFNTQ1Lly5NeRf32msvfD4fNTU11NTUWDQB+ggEhqHT3rkJtzORDXH27NlcfPHFZGRkMHjw4JT29913H/PmzeOwww4jMzMTwzD6zBVfoAUZhaqqKpYsWWImUlDtOF0qdruLuro6hg0bhmFoLF78JaXl+YwbM536+noGDjQzO7a1tVJQUIjLZSo4wFwDJUmis7MTr9drxW0mo729jYKCQmss8XepN4qLi3E4HJbgXFZWRn19vZUoAeJupv0zzW3dAaKBbmw2G4WFhXyyrJY9x1YycOBAa/+Kj+Hr1dsoK8zktttuY+7cuYwfP57i4mLuuusuJu22O4osof+klVgFLrtBpkOnPfaLLEnmOxWrnRQ3uNvtirUk2uI5eJJ7sujz04w/kS3UHIUsS8h2CU0ThEJRKipzKCjwEI7oBAMRAv6ImZyjwZwHkUg6MUIa/1tIC0G/EOyyyy4Eg0EOOugga7OOY/78+Vx88cWcffbZAHz11Vcpxzds2ICqOCjOH8v7331AeXk5AFHNZH7jC62iKOi6nhID1B8GDx7MsGHDuOyyy/ocGzt2LC+88AKapnHFFVdwww038Pjjj2NWp05oxrZs2UIkEqEgdwJ+v5+GhgYrtepZZ53Fcccdx+LFiznjjDPQ9ZBpTYqlwy3MHUdR7ngAQuEOnI4cpk+fTmVlpbVBxu+lIMdkav/2t79RW1tLdnY23d3dXHXVVSnjNrVootf3vvedn5/P66+/3uf4d999l0iR/b3US0BVbOw76Xicdjd//etfqa6uZvjw4WzatImSkpJ+rwNw5513cuedd7Jw4UIOOOAAjjrqqD7jXL58ueX+NG/F/H7ute9Aj9v3bOvz8x//nQ1bVwJQ07CW3/zmN1x55ZVs2rSJ42aeQ23TOqrLx+L3m3PoqKOO4sYbb+Syyy7jtEOupLWrgeqK8fh8Pnap3pO7X7yKqB7ZrttGfn4+jY1mlrHeQqOs27FFMhCyTtTeQ4Y7g1MOuhSn3UVt43qyM/LJdGeTn59PR0cHU6dOZXjlBOv8cePGcfXVV2MYBpNH7sN7773HqFGjsNlsdPaYDGZt43r2mXg4dXV1KddO/h6KBGhq38ogZ3mf8R911FFceumlVjxZMubNm8f999/PjBkzEEJYrqNxbNiwgZMKTwLgnZc/toLJfYEu899gN+Xl5bzxxhvIsszeEw7j66+/ts5fsGABAwcONGOnYtdbunQpkHgPAIZWTmD9+vVs2LDBskp98cUXlmudJIGm+cnPzycQCDBw4EA+++wz3E4vG7at4je/+Q2XX345Gzdu5Pj9zmVzwzqqK8bh9/tNoSPk46svvmHQIDOAvydojr++ZTOhSJAjjzySxx57jOOPP54T97uAnIwCNm3axKeffppCkw0bNvCHqX+wPpeXl1NYWIjT6eThhx+2hPjekCQJxUgtRulxecEF7V2teN2ZDBkyhMmTJ9PQ0JBCn7gSB8zYJiEEhmEwePBgRo4cyWuvvdbneoMHD6a6uppbb721z7F4v4pioyCvOkWgOP744/nTn/7Ux6UR4KGHHuKpp55i3LhxaJrGXXfdlXJ8w4YNHH744Sm0MQwdw4jicKoEgn4GDhzIc889hyyrTJs6A4/Hi9PhoaKignXr1gGQn19AY2MjoVCI4uJiamtrrXmb7MqZfC+AJQDF6bRt2zZstr45nOvr6wkEAhQVFREOh9myZQvl5eUEg0G6usx5UVaQxZdfru73OnmZbnSPA13X2bZtG9NGm+/cunXrLEtmfAwAmW4H3ryMlLjZ8847jyVLlpCb6aKl84frUf1YUGUozwvjsCUCYGVFQjeMvkKNJGLVqsywwz55QHspFeIfd9TL7/sLPfeTe74fGAa0tPhwOFSKir0oilmCw+u1x94TgabphEMara1dOzawNNL4lSAtBP1CIEkS33zTfy2NQYMG8dJLLzFhwgS++OILPv74YyvDG8Ann3zCAw88wIgRI/i///s/LrroIqJaEJ+/nWhUR5VMF6sRI0Zwzz33sPvuu1vpTvvDnDlzOOCAA8jOzmb8+PHU1tbi9/s5+eSTueqqq9h3333xeDysX7+eSZMmYRhRIHUx1jSN8847jxNOOIG///3vHHbYYeTm5tLeuYaxY8eSnZ3NSy+9xN13301797qUjcBlz+Xtt9/m+eef5+CDDyYzM5N33nmHrq4uK8g47oYxfPhwjjjiCAYNGsQDDzzAnnvuyb333mtlvft3sNdee+F2uznjjDM44YQTiEajvPfee/0yQT+E5cuX89BDD9Ha2srnn3/OkiVLeOmllwDTffGqq65izpw5HHPMMYTDYRYsWMCNN97Io48+SmZmJgMHDuSrr75i8ODBfTa5c889l7333huXy4VhGLz00ktUV1fv0LhGjBjBiy++yMDiajZsXQESLN/0NX+YdQFXXHEFM2fO5KKLLmL48OG8/9oDPPzwwyxdupRjjz2Wp556in322YezzjqLvLw8nnr4GjZs2MAzzzyD0+ZC06LIeoJheuSRR7DbzQr2Dz/8MC+88ALNnfVEtUjKmCQhodn8CElHICgvHIzL4eH8889nzz33RFVV/vWvf9Hd3c0ee+wBmK5RkUiEG2+8kYkTJzJ48GDOPfdcDjnkEC6//HLOP/98fMFuNjeuRUKioW0L9714LflZZmpnYQh6Ap1kerKRZBlZkahvqyHSK5NcHB6Ph8bGxn5pOmjQIObPn4/D4eD555/v0+6pp55i7NixuFwu/vznP/Pcc8+xtaXGyiq4qXENBx10EP/3f//HX/7yFyZNmsQtt9xinV9VVcW3337LO++8QyAQ4O6777Zcu+KKgYcffpjS0lKmTp1KZ2cnzz33XIoLaRxRLYjHk0trawszZ87kz3/+M0IIugPtjB2zG1dddRUzZ87k4osvNufA6/fz0EMPsXz5ctxOL5999hkzZ84kqkVo7qhHxY0mdFbWfMOFF17ICy+8wLHHHsspp5xCY+Nn3HjjjVxxxRUpLmN//etfKSoqorm5mRdeeIFFixbhdrs599xzOeqoo7jmmmvIysriyy+/ZP/990+xvhhyanaqLVu2MGfOHI4++mgGDBjAd999x7/+9S9LgTNixAgeeughNm/enBLUDxAKhfjtb3/LTTfdxNVXX81BBx1EV1cXixcv5qqrruLMM89k+vTplJSUMHnyZLZt20ZTUxNnnXUWI0aM4NFHH+Xpp59m2LBhjBiRyF5XUFBAe3s7/WHQoEE8+uijHHPMMTzxxBN9rDF///vfGTp0KJFIhIceesiMFQ22I0ngsCs0NW7j6KOP5sYbb2Tu3LkceOCBbN68mfHjx7Pvvvty4YUXMnfuXPbZZx9uu+02zj777D5CTG9LXnl5OS0tLfz973+npKSEQw45xDrmdDr7CE1g7lfnnHMOp556Kk888QR77LEHZWVlRKNRIpEId911F8OHD08RBL1eL9nZ2fz1r3+lrKyM3/3ud5xzzjmccsopXHHFFSxYsIDu7u4+e1Omx4HXZecvf/kL1dXVFBUVsWzZMsvKFo7q/FSQEOR4o+RnpBZujoQ17DY1tlYnp8k2CwdZeikhkn6TUnpOtP9h9HY/7r1HaJpBMBCx6gX11ybRVqerM2QJQMn18CRJQpbN1PCqKmOI/tP8p5HGrxVpIehngCRL6MIsOnbmmWeaLmxtm6hv3YQhdEZWTmb69OmMGjUKgAsuuABZlnnwwQfZbbfdePrpp1M2ptNOO41gMMiTTz7JlVdeyTHHHEPN1k+Iajo2u0xE68IXaGb+/Pk899xzrFq1ihkzZrDPPvtYG+TkyZMZOnQoAOPHj+eTTz7h8ccf55NPPqG8vNzSzlVVVfHMM8+gaRoHHnggp5xyCu1da5DiFe9FlPLycu68804KCwuZN28eI0eO5MILL6SlpRFDNjf9/fbbj2HDhpGdnc3aze/H9wUAopqf3Xffnbq6Ot555x1CoRCDBw/mm2++ITvbg65HeO2113jppZdYtWoVhx56KC+99BJ33XUXTzzxhJWxKe4Kd+6555Kfn4+mh7Dj5ZJLLsHj8RAMBvF6vVxzzTUoioIsy7z//vs89dRTPPzww3g8HqZPN92SiouLrUx14WiAPG8eF19sFrS0UjDHPs+cOROn00lDQwMej4dLL72UqVOnohlh3vz87+w64kA++eQT5s+fz0MPPURGRobFoA0bNowXX3yRV155hUGDBlkJDyZOnGjFa1RXV/Ppp5/y2muvkZ+fz5w5cyyXnaFDh/L73/8egEC4hwEDqqxMY62trbS3t1NRUcHX69YRJ3pD6xZWrVrFddddx6GHHsrTTz/Nl19+ycCBAy3Xre5gB//617945513ePXVVwkGg4wfP5777rsPf6gHf8iHqnmIRjQcDgfXXnut5eZTUlLCN998w7Bhw3jmgwcYU7UbQ4cO5YwzzgAgKDoxpAQN/SHT9WLMmDG8/fbbaJrGiBEjuPnmm4mKEBHNwW677Yau64QiAVo6G3jjjTe47777ePbZZ7n++us5/PDDefur5zCMBIPU5W+no7sNYSTyMza1b0VWZJRYnRJZiqeMN90+rr76ajweD98s+4wt7WsJhn0cO/NsjjzySMti8Ze//IW//OUvPPjggxx88MFMnjw5hSm+8sorWb58OU1NTcyfP5+pU6fy5Lt3WccXrfmEiUOm8cknn3DXXXexbt06br75Zt566y3AtHQ98MADPPvssxQXFzN//nwr5igrK4t3332XDz74gEAgwEEHHcQbb7zBo48+itvt5u6777biagxDR9cjqG5Bc0sLU3afYrobff01pRUD+XDRq8ydO5dDDjnEmgNVVVW88IKZVVAIwfPPP88rr7zCqtrFZmwYZnKHj5a8Rtn+g/j222959tln+cc//kFmZibz589nypQprK1dSnXlOAD+9Kc/8fbbbxONRnn33XcZMGAAqzcu46abbuL111/nxRdfRNM0xo0bZ1m1L730UtxuN1vazDi/s88+m4KCArKzszn++OP57LPP6OzspLS0lIULF5purCEf99xzD8888wyrVq1i1113Zfr06QSDQTMTpN+0in311Vc8/vjjPPDAA+Tk5FhxeEOGDOHLL7/kscce45577mHAgAGWa+oBBxxAJBJh+fLlZGRkMHbsWK699loURaG1bQO6YVC/rYcJ4ydx3HHHMXKkmUL94Ycf5s477+Thhx/mqKOOYurUqVRVVVlzYe7cuSxcuJCuri5eeuklRo0axcaahUiAza6wbv0qBg4czMKFC5k3bx733XcflZWV1lq+YMECHnzwQebPn89RRx3FKaecAphxpfHPuq6Rm5truR56vV7ef/993nvvPSsm8ZxzzqGgoACXy4UkSZSXl1vnFxUVcfvttzNw4EAeeeQRBg8ezN133004HMYwDN59913uu+8+Nm3axB133MG7774LmEz4Bx98wOuvv87KlSv53e9+x2233cb8+fN59NFHGTRoEAsXLsRuN619l112GS6XC19Lh7W2/etf/6Knp4dRo0Yxd+5ctjR10e3/KVy0BLIEuV6NgYVh7KogZtQiHNIIh3Vyct1W1sre54p+rDHJwmj/520fP9Re1wwa6nswhCA310VGphOHQ0XuVZdICEHAH8XnC2Nrk3G5bXg8jj7tzGtKP2BTSiONXx8kkY50+8nQ3d1NVlYW/3z/XtweFyMrd6c4t5JQJMDyTZ/REzQX+6KcSqrLJyHLCjX1K7DbnQwaMBpVSbiCdHV3kJWZw5/+9Cd0Xef6668HIBTuor55CV2+TchKrKCkJKFFVUoKJ5HpHYAie7DZbBiGTiTaQyDUhNtZiCQptHQsIxhupSBnLNkZiboVPYGtCGHgsGXhsJsB2FEtSGvnStq6VhH3g3bYsygpmILbWWSdaxgaq1atJjPTQ1lZFa2trUyZMoXnn3+eocMLqWv4wKykEHOHkyQbBTljyPSUW8kdND1MV08tDa1moP6Agol4XYWoiouo5scwIrhdiWsCBIJNGMLAYc8mGvXT1PIduTnDcLvyCYU6+OLzley2+zDcrgK6fK0sXvMxlSWjqCoejtNhuiR2+9to7awny5uP25lBY/tmNtYvZdzgvfC6cmjtque7dZ8QZ6pLCwYzrGJCrAirQNejdPpbqGtaw7q6JQQiAcDGhKF7MWbQ7nicZkB/Y3sdnb42PM6MlIKoyzd9xaaG1ew+cj9sqh1foIvywsF8+OGH7L777tTU1HDsscdy6623csghh1DfWovb6WXZxi9ZXbuYA3c/jixPLlmeXD755BPWrFnD6aefzl9fuJxQ2IyXkXUbw7P2JOjdxoRh06guHxejuca6rcv4YuV7tHQ2MLpqF8YPmUpZoTkvfIEuVtYu4ssVHxH1CxTDjuqCA/c8isKcWJEaJEJhP82d9Xy78jNa29ooyi1h5pRDcLsyWFe3lPcXJbJOgbnZTh4xkzGDdiU/yxQ0fMEuVtcu4bOl7zC4ZBTTxu2PBHyx4j1WbVnMHmMOZNcRe6PICq2djXyy9F9m3aEkmAHKgpQ87pJkCkGqqZmVJYXhnr1Z5/+UQ6f9npL8gbR1NPPWxy/jC3USVX1MGrEHk0fsTVSL8tmyt6gsrmZS9fSUa7V2NpKfXcwxxxzDkUceaaX7bmjbwoeLX6G2aX0KE+RxZnDAbscwvHJ8Sj+rNi9mTe0S9hp/CHlZifkdjoZYsvor1tQuZsr4fRiQW4HD7iQU8oMEWd78Xu9COw1N3yGEwO0qonZzN8OrR7B27VruvvtunnnmGf72yg1kunLYZcQeVFeYc8AwDNZs+Y6hZaN57933efPNN7n//vuZ969baW6vxxbNIKqYVjybYmeXYXsxoXoqORnm9TduW83XqxYQiPRw6sGXMmHCBB555BErrmpzwzre/epFmjvrGTt4MruM2IOS/MrYM+9mTe13ZHpyKM4tp6Wzntc+fZI9xh3IsIoxdPraaWqvoyS/itKCKsBk8DduW8WXKz/GpbjYY/yBOGxuMmKFpgGimoavp8esiyZJeL1eK44QzLV1+bKl+AKdjBg+hsqKxPvY0dFEU/NG3G4P+XkV2B1mQWJZVtG0EOFwDw3Ny5FlO63NAllyMnLkSHRDo75hLQX5peTmpMbwaVoIVXWy//77c/HFF1uWEJ+/g6+/+oL8IgmXy4amG6xb3UJJaS5Dh4wmM7PUKobc1d1Cj6+DrIwiMjJi63M0SldXF6FQiPz8fFRVxefz0dPTTX5+ATabjWAwiM/nIysrC7vdjizLyLKMputo0SjtHR1ICHJz81AUhVAoZPUXh2EYBIJB6uq2sGrlKvbdd1+ys7NT7nFtXSvfbWhkl2ElFGR7cNpV6tt6aOn0M6KyAK/Ljm4YrN/aztdrtjF1VDnFuV7ae4J8tKSGisIsRg8spCDbE3vOBitrW/h2bT2abvD/G4osKMmJUJYXxmUzYq6lBmtWBsjJNcjMduD1OmIFqHsVTJVl0yXOElzi4024aJtucQnB6N9Letd/0oRgIEpbW4CuriCGLvB47eTkuPBmOLGpMpJsxjFtqe0g4I9gsysE/BFy89wUFmWY8UxJEELQ3dXDLhN/Q1dXV5+6U2mk8WtEWgj6CdFbCNohJC2MsiRjCNPvOBIQHDD1OJ588h8YhsFpp81mbc2L6OiJoo9SPEBTIhoxEJgCUe26XCqGtRPVDGyqZDKA8etJyXnD6BPrE/sVSZIR9N58hJWyVJEUZNmJLMlEQ8V8+cVaDj3kEFasWMXFF1/McccdZyaCaHiHQKgptnnEtwTTQmGZ/IWEZuh9NF/xbHSSLJklaiQJJAVZUmKbjgxCNvsUMb9sITCEQVQLUbM2i8ph7WiGQXuPQTBiIMVK28mSgoGRkoLVvFaCBohEXaTkPUiSQDciBMM9BCMBonoETTeriWu6jmaYYzAMA1VWMUTvrDsSqqKmWJjA3EBHVe7KYdNP5MQTT2Tt2rXk5eVxzDHHcNJJJ/HKZ4+xbuuKmIY+nt7U7Hf6mAPZY+xBALz37Qt8u+4Ts1ioIaPIKsMz9mSNbwEGmpm5SLGh65pV5k8Yic1dQkKWFQxDQ8aBTXejK2GErKPoDiRDQShRhGQgCSX2JyMkA0OOmC5NkrAE3+/zXZckGUmSMQwtNkeEWexUl0ASIItEtm8BDpGBYUBU9veZn32FINNJX1HlmMJARkZhuHcGa3wL0IWOGvUAAk0JoOjmO6vJscwJEtaYzLGqGIYe09rbuPz3d3HppZeyzz77MGxcJc998DeLnpBwjbHiAJBMhkmSTFr3CvaWFcXsP6allQ0VRXMRlnsQkkZBZh65njwynVmUFFTicZTx0YefsssukygsUggEWxBC4HBk0dPlormphb33NpMY6LrG3165ga6eDiSb6S5okx1Ue/dkZdcHHDvzLAaVmNatJes/462vnwMhYYtmElV6YnMu9kwkUCQV3dBij1aiOK+MUw+5lGOOOYbrrruOgNTKO9+8gNDNZ5hynyggSRhGrDZJ/J2TYooSPe5bFLte7FGqqmIWBDYkXPZMKgsGU5k3gtUr1lNdXc3AgQPRNN1K4x+JRmhrbaXH5yMQCMTmu44kGfR0+8kvcJGf78ZmV5BlhfVrAlSPdKOq5oTrzXfG1yvTjUglHPKw+Ns1lFeUUDUwg6jWE5snSRMWUFUHVeXTOfPMM/nDH/7AiJEDWb32G3p6wrQ2+xg2vCBWCFNQu6kNWYaKqmzzHiKCtaubGTykhOysPCTJTX19G+3tbVQPG24Jdv0xyaa2P7beS+a7lniZgKS5Gh+truss/e47xo0fj6KoiaB/VWXZ0qU0NTWx+5RdUW1hOn0+ltbYiZiViL8Xcowh/yFIsbY/ZSIEIQRZHp1RZUHcdj32G+i6YM1KP4XFEvmFHlPIia3t8Xc3vj+BnJgvKWt96tq3PSGov+ybccTnU3/P2DAEWlTH74/Q0REk4I8gyzLeDDuZmQ6EgK11XZSUZpGd46KrK0hDfTcIyM1z43TayMh0oKpmHF1Pt49JE45MC0Fp/M8g7Q73EyK+wAX8we9pRBJzuB3E1rotjRssF63GluUEggGMZGEilm1NQiKqGRiGuYEEAgF8viCGMPBpYHdKibTJkoQWFbGUmgJFiYd19hmmJVQl/xr/LksKiiRAUtDCPgIBP01N9ey1115WbaK6+s9paduMhBQT7vr6q8fvxRAiiV+OCYWyZAo3sXskmcWUJJQ4AxC/OwEIBUMIIlqEQMBGT08QzTDo6TGIaAkhqDetZSm1qJ0km0JQPAFSb/duTQvSHeggFA0T1XQimo4WqxNhPVwBYVLjYxLo6+IhgBUblzBq4K489dRT1u+hSJDXPn2KFTXLUWUbhhFFNzSEYZjMNPD+V6/x7arPQAg6/R0xZhKQQZE0AkqAUDCMwIiNLmIxPvEYGksIESbtFWyohkxY6cCQtdho/MhCQYk4YkxqFEPWYwKJkWBa6fus+9/IhTWXzbEYCCPGFBimECNJWMJQSLShGi4kQyWqBExhK3adfoUgOaYEkCXk2H8BOUA4EEEIGSOqEVa7Ygx4CJvuBWFHl0MYUhQRF2IECF1Hks13JxzUWF+3kttvvx2A1z/7B8FgODa/YvcVmzyJevKyJeBY9DH1AebxXgK5EFEUXYChEpGDtETbUXU7WkCgCJXy4lzsNhsdHR24vW4z/kQIQkHQItDQ2MA3yxeytW09NY3raO9sRZIlpKjJzIWFRkAOEApEeOrt+xlaNgpN19iwbVUsTbqMroWJyhGElPpsIWyNXUJiS0MNbV1NPPfcc+iGzj/eeZdQKJT6pPvTxyULOsToLBKfkWLzAJCUOE1l7GhoEQO/P0AgECAUDtLd04Oh61aSlEgkQmNzPboewe2y4XLbsdtd5jwK+tH1CJLsiNV5EWY2Op8ZBN9njhoCTTeIhHWCwSiBgEY0otLj89HU2EJ+viNmsTbQdANdg6imE43ohMMamZ5qHnzwQQzDYOHCj9ha34zdJqNpUVpbujBElGjEoKfHTzSqk5NrQ5YlopqOpoVpaWlHkmwgIkTCIdrb2unu7rYKyMaTQaS6YMVTL8dmn9xbCIoTOQFd12P7hw853rckEwz4qampobCwAF0PEwh20NYRxReIoveXEeBXBUGWXSMSCKDHlmUhQNPNORHVbPh6Er8LQ096p+NCUNLaFt/DpKTPFvqPDepvb0xG4tn1D1UV5OfZCWco+HxhOjt6aGzowDAEmVlOFFUnEAhiswkGlLhpbfazZlUDhjAYNDiX/HwPSBL+GO+S1p2n8b+CtCXoJ8TWrVstH/cfC/GsR/GsQL90lJWVkZ+fz8aNG7ebfjWNH0ZOTg7l5eV0dXWxZcuW9Kb0C4QkSYwePdp6Rjs7VFVlzJgxbNu2zUrbnIYJWZYZM2YMra2tVl2yNNL4paKurs7K9ppGGr9mpIWgnxCGYVBfX09GRsb3pLX8/4vubjMdb11d3U5tzk7TIYE0LRJI0yKBNC0SSNPCRJoOCeyMtBBC0NPTQ0lJieVqmUYav2ak3eF+Qsiy/IvRnmRmZu40C/f3IU2HBNK0SCBNiwTStEggTQsTaToksLPRIisr6+ceQhpp/GhIi/JppJFGGmmkkUYaaaSRxk6FtBCURhpppJFGGmmkkUYaaexUSAtBOxnihSz7qwK+MyFNhwTStEggTYsE0rRIIE0LE2k6JJCmRRpp/PqRToyQRhpppJFGGmmkkUYaaexUSFuC0kgjjTTSSCONNNJII42dCmkhKI000kgjjTTSSCONNNLYqZAWgtJII4000kgjjTTSSCONnQppISiNNNJII4000kgjjTTS2KmQFoJ+QbjlllvYddddycjIoLCwkCOOOIK1a9emtDnjjDMYPHgwLpeLgoICDj/8cNasWZPS5rzzzmPSpEk4HA7Gjx/f77WWLVvGHnvsgdPppLy8nNtvv71Pm+eff57hw4fjdDoZM2YM//rXv1KOCyGYO3cuAwYMwOVyMXPmTNavX//fESGGH4MWS5cu5bjjjqO8vByXy8WIESO4++67+1xrwYIFTJw4EYfDwZAhQ3j88cf7tLn//vupqqrC6XQyefJkvv7665TjoVCIc845h7y8PLxeL0cddRRNTU2/GFq0tbVxwAEHUFJSgsPhoLy8nHPPPZfu7u6djhbJaGtro6ysDEmS6OzsTDm2s9BCkqQ+f88+++yvhhY/5px4/PHHGTt2LE6nk8LCQs4555yU4zvDuvn444/3OyckSaK5udlq90ueEz8WLQC++eYb9t13X7Kzs8nJyWHWrFksXbo0pc0vfV6kkUYa24FI4xeDWbNmiccee0ysWLFCfPfdd+Kggw4SFRUVwufzWW0eeugh8fHHH4uamhqxaNEiceihh4ry8nKhaZrVZs6cOeK+++4TJ554ohg3blyf63R1dYmioiLx+9//XqxYsUI888wzwuVyiYceeshqs3DhQqEoirj99tvFqlWrxNVXXy1sNptYvny51ebWW28VWVlZ4pVXXhFLly4Vhx12mBg4cKAIBoO/CFo88sgj4rzzzhMLFiwQGzduFE8++aRwuVzi3nvvtfrYtGmTcLvd4qKLLhKrVq0S9957r1AURbz99ttWm2effVbY7Xbx6KOPipUrV4rTTjtNZGdni6amJqvNmWeeKcrLy8UHH3wgvv32W7H77ruLqVOn/td0+LFo0d7eLh544AHxzTffiM2bN4v3339fVFdXi+OOO26no0UyDj/8cHHggQcKQHR0dOyUtADEY489JhoaGqy/5Hf4l06LH4sOd955pygpKRH/+Mc/xIYNG8TSpUvFq6++ah3fWdbNQCCQMhcaGhrErFmzxF577WX18UufEz8WLXp6ekRubq446aSTxJo1a8SKFSvEUUcdJYqKikQkEhFC/DrmRRpppNE/0kLQLxjNzc0CEB9//PF22yxdulQAYsOGDX2OXXvttf0KQQ888IDIyckR4XDY+u2yyy4T1dXV1vejjz5aHHzwwSnnTZ48WZxxxhlCCCEMwxDFxcXiz3/+s3W8s7NTOBwO8cwzz+zwPe4o/ltaxHH22WeLvffe2/p+6aWXilGjRqW0OeaYY8SsWbOs77vttps455xzrO+6rouSkhJxyy23CCHM+7bZbOL555+32qxevVoA4osvvtjxm9xB/Fi0uPvuu0VZWZn1fWejxQMPPCD22msv8cEHH/QRgnYmWgDi5Zdf3u45vzZa/Cd0aG9vFy6XS7z//vvbPWdnXTebm5uFzWYT8+fPt377tc2J+H38u7T45ptvBCC2bNlitVm2bJkAxPr164UQv855kUYaaZhIu8P9gtHV1QVAbm5uv8f9fj+PPfYYAwcOpLy8fIf7/eKLL9hzzz2x2+3Wb7NmzWLt2rV0dHRYbWbOnJly3qxZs/jiiy8AqKmpobGxMaVNVlYWkydPttr8mPixaNHV1ZXSxw/dZyQSYdGiRSltZFlm5syZVptFixYRjUZT2gwfPpyKiopfLC3q6+t56aWX2GuvvazfdiZarFq1iuuvv5758+cjy32XwZ2JFgDnnHMO+fn57Lbbbjz66KOIpPJxvzZa/Cd0eO+99zAMg23btjFixAjKyso4+uijqaurs87bWdfN+fPn43a7+e1vf2v99mubE/Cf0aK6upq8vDweeeQRIpEIwWCQRx55hBEjRlBVVQX8OudFGmmkYSItBP1CYRgGF1xwAdOmTWP06NEpxx544AG8Xi9er5e33nqL9957L2UB/iE0NjZSVFSU8lv8e2Nj4/e2ST6efF5/bX4s/Fi0+Pzzz3nuuec4/fTTrd+2d5/d3d0Eg0FaW1vRdf0HaWG328nOzt5umx8L/y0tjjvuONxuN6WlpWRmZjJv3jzr2M5Ci3A4zHHHHcef//xnKioq+u17Z6EFwPXXX88///lP3nvvPY466ijOPvts7r33Xuv4r4kW/ykdNm3ahGEY3Hzzzdx111288MILtLe3s99++xGJRL6XDvFj39fm17xuPvLIIxx//PG4XC7rt1/TnID/nBYZGRksWLCAp556CpfLhdfr5e233+att95CVVXrPn5N8yKNNNJIIC0E/UJxzjnnsGLFij4BygC///3vWbJkCR9//DHDhg3j6KOPJhQK/Qyj/GnwY9BixYoVHH744Vx77bXsv//+P8Ww/7/gv6XFX//6VxYvXsyrr77Kxo0bueiii36qof/o+E9pccUVVzBixAhOOOGEn3rI/9/w38yLa665hmnTpjFhwgQuu+wyLr30Uv785z//lMP/0fCf0sEwDKLRKPfccw+zZs1i991355lnnmH9+vV89NFHP/Vt/Cj4MdbNL774gtWrV3Pqqaf+FEP+/4b/lBbBYJBTTz2VadOm8eWXX7Jw4UJGjx7NwQcfTDAY/KlvI4000viRkRaCfoE499xzeeONN/joo48oKyvrczwrK4uhQ4ey55578sILL7BmzRpefvnlHe6/uLi4Twae+Pfi4uLvbZN8PPm8/tr8GPgxaLFq1Sr23XdfTj/9dK6++uqUY9u7z8zMTFwuF/n5+SiK8oO0iEQifbKL/RJpUVxczPDhwznssMN46KGH+Nvf/kZDQ4N1bGegxYcffsjzzz+Pqqqoqsq+++4LQH5+Ptdee611HzsDLfrD5MmT2bp1K+Fw2LqPXwMt/hs6DBgwAICRI0da7QsKCsjPz2fLli3WPexM6ybAvHnzGD9+PJMmTUr5/dcyJ+C/o8XTTz/N5s2beeyxx9h1113Zfffdefrpp6mpqeHVV1+17uPXMi/SSCONVKSFoF8QhBCce+65vPzyy3z44YcMHDhwh84RQlgMy45gypQpfPLJJ0SjUeu39957j+rqanJycqw2H3zwQcp57733HlOmTAFg4MCBFBcXp7Tp7u7mq6++str8N/ixaLFy5Ur23ntvZs+ezU033dTnnB+6T7vdzqRJk1LaGIbBBx98YLWZNGkSNpstpc3atWvZsmXLL4oWvWEYBoDVZmehxYsvvsjSpUv57rvv+O677yyXwE8//dRKibyz0KI/fPfdd+Tk5OBwOIBfPi1+DDpMmzbNGlMc7e3ttLa2UllZCexc6yaAz+fjn//8Z79WoF/6nIjf139Li0AggCzLSJJktYl/j6+fv4Z5kUYaaWwHP1kKhjR+EGeddZbIysoSCxYsSElPGggEhBBCbNy4Udx8883i22+/FbW1tWLhwoXi0EMPFbm5uSlpR9evXy+WLFkizjjjDDFs2DCxZMkSsWTJEit7TWdnpygqKhInnniiWLFihXj22WeF2+3uk9JTVVVxxx13iNWrV4trr72235Se2dnZ4tVXXxXLli0Thx9++I+W0vPHoMXy5ctFQUGBOOGEE1L6aG5utq4TT/V6ySWXiNWrV4v777+/31SvDodDPP7442LVqlXi9NNPF9nZ2aKxsdFqc+aZZ4qKigrx4Ycfim+//VZMmTJFTJky5b+mw49FizfffFM8+uijYvny5aKmpka88cYbYsSIEWLatGk7HS1646OPPtpuiuz/dVq89tpr4uGHHxbLly8X69evFw888IBwu91i7ty5vxpa/Fhz4vDDDxejRo0SCxcuFMuXLxeHHHKIGDlypJUKeWdZN+OYN2+ecDqdKe9FHL/0OfFj0WL16tXC4XCIs846S6xatUqsWLFCnHDCCSIrK0vU19cLIX4d8yKNNNLoH2kh6BcEoN+/xx57TAghxLZt28SBBx4oCgsLhc1mE2VlZeL4448Xa9asSelnr7326refmpoaq83SpUvF9OnThcPhEKWlpeLWW2/tM55//vOfYtiwYcJut4tRo0aJN998M+W4YRjimmuuEUVFRcLhcIh9991XrF279hdDi2uvvbbfPiorK1Ou9dFHH4nx48cLu90uBg0aZF0jGffee6+oqKgQdrtd7LbbbuLLL79MOR4MBsXZZ58tcnJyhNvtFkceeaRoaGj4xdDiww8/FFOmTBFZWVnC6XSKoUOHissuu6wPg7Mz0KI3+hOC4r//r9PirbfeEuPHjxder1d4PB4xbtw48eCDDwpd1381tPix5kRXV5c45ZRTRHZ2tsjNzRVHHnlkSmpkIXaOdTOOKVOmiOOPP3671/olzwkhfjxavPvuu2LatGkiKytL5OTkiH322adPCu9f+rxII400+ockRFIu1DTSSCONNNJII4000kgjjf9xpGOC0kgjjTTSSCONNNJII42dCmkhKI000kgjjTTSSCONNNLYqZAWgtJII4000kgjjTTSSCONnQppISiNNNJII4000kgjjTTS2KmQFoLSSCONNNJII4000kgjjZ0KaSEojTTSSCONNNJII4000tipkBaC0kgjjTTSSCONNNJII42dCmkhKI000vifw4wZM7jgggus71VVVdx1110/23h+ybjmmms4/fTTf+5h/KjYfffdefHFF3/uYaSRRhpppPELRloISiONNP7n8c033+wwo78zCUyNjY3cfffdXHXVVf/fr9VbMP3/iauvvprLL78cwzB+kuulkUYaaaTx60NaCEojjTT+51FQUIDb7f65h/GLw7x585g6dSqVlZU/91B2GJFI5AfbHHjggfT09PDWW2/9BCNKI4000kjj14i0EJRGGmn8quH3+/nDH/6A1+tlwIAB3HnnnX3aJFt3hBBcd911VFRU4HA4KCkp4bzzzgNMa0VtbS0XXnghkiQhSRIAbW1tHHfccZSWluJ2uxkzZgzPPPNMyjVmzJjBeeedx6WXXkpubi7FxcVcd911KW06Ozs544wzKCoqwul0Mnr0aN544w3r+GeffcYee+yBy+WivLyc8847D7/f/4M0WLNmDW63m6efftr67Z///Ccul4tVq1Zt97xnn32WQw89tM99zJkzhwsuuICcnByKiop4+OGH8fv9nHzyyWRkZDBkyJA+AsaKFSs48MAD8Xq9FBUVceKJJ9La2grASSedxMcff8zdd99t0XXz5s0/eF58POeeey4XXHAB+fn5zJo163ufIYCiKBx00EE8++yzP0i7NNJII400dk6khaA00kjjV41LLrmEjz/+mFdffZV3332XBQsWsHjx4u22f/HFF/nrX//KQw89xPr163nllVcYM2YMAC+99BJlZWVcf/31NDQ00NDQAEAoFGLSpEm8+eabrFixgtNPP50TTzyRr7/+OqXvJ554Ao/Hw1dffcXtt9/O9ddfz3vvvQeAYRgceOCBLFy4kKeeeopVq1Zx6623oigKABs3buSAAw7gqKOOYtmyZTz33HN89tlnnHvuuT9Ig+HDh3PHHXdw9tlns2XLFrZu3cqZZ57JbbfdxsiRI/s9p729nVWrVrHLLrv0OfbEE0+Qn5/P119/zZw5czjrrLP43e9+x9SpU1m8eDH7778/J554IoFAADCFu3322YcJEybw7bff8vbbb9PU1MTRRx8NwN13382UKf+vvfsLabKL4wD+depobIRoVkqr0cpE2GALk5dcC5JJxCiILkYFipmRQUbWLpIu2lWM/t2FUozyIgIJCaoxKWxtIYG5EsOFKasxinIXLUbidt6L8MHV5tbbS2b7fmAXO8/5Pc/vPAd0P86es3/Q2toq3Ve1Wp01bn4+crkcPp8PV69eXXAO52zZsgVerzfrvSMiojwliIiWqM+fPwu5XC5u374ttX369EkoFApx/PhxqW3dunXi0qVLQgghLly4IKqqqsTMzEzac87vu5Bdu3aJkydPSu/NZrOor69P6VNbWyvsdrsQQgi32y1kMpkYHx9Pe76WlhZx+PDhlDav1ytkMpmIx+NZ85nLyWQyiR07dgiLxSKSyWTGvs+fPxcARCgUSmn/fhyzs7NCqVSKgwcPSm2RSEQAEE+fPhVCCOFwOITFYkk5z9u3bwUAabxmszllTn4mzmAwpPTJNodCCNHf3y9kMplIJBIZ+xARUf7iShARLVkTExOYmZlBXV2d1FZaWopNmzZljNm3bx/i8TjWr1+P1tZW3LlzB7OzswteJ5FIwOFwQKfTobS0FCqVCm63G6FQKKWfXq9PeV9RUYEPHz4AAEZGRrBmzRpUVVWlvUYgEIDL5YJKpZJejY2NSCaTmJycXDC/OdevX8eLFy8wPDwMl8slfZ0vnXg8DgBYtmzZD8fmj6OwsBBlZWUpKy2rVq0CAGlsgUAAjx49Ssm9uroawLc5yiTXuM2bN6fE5TKHCoUCyWQSX79+zXh9IiLKX0WLnQAR0e+kVqsxPj6OgYEBeDweHD16FE6nE4ODgyguLk4b43Q6ceXKFVy+fBk6nQ5KpRIdHR0/PKT/fXxBQYG0Q5lCoVgwr1gshra2tpRnW+asXbs2p7EFAgF8+fIFMpkMkUgEFRUVGfuuWLECABCNRlFeXp51HPPb5oqrubHFYjFYrVacP3/+h+sslEOucUqlMuVYLnM4PT0NpVKZ9b4TEVF+YhFEREuWVqtFcXExhoaGpEIhGo0iGAzCbDZnjFMoFLBarbBarWhvb0d1dTVevnwJo9EIuVyORCKR0t/n82H37t04cOAAgG8f/oPBYMbnbdLR6/V49+4dgsFg2tUgo9GIsbExbNiwIedzzjc9PY2mpiacOXMGkUgE+/fvx/DwcMYiQKvVYvny5RgbG8u4OpUro9GIvr4+aDQaFBWl/7eS7r7mEpfJQnMIfNtwwWAw/LcBERHRX49fhyOiJUulUqGlpQWnTp3Cw4cPMTo6iqamJshkmf+0uVwuXLt2DaOjo3jz5g16e3uhUCikbaI1Gg0eP36McDgs7VK2ceNGeDwe+P1+vHr1Cm1tbXj//v1P5Wo2m7Ft2zbs3bsXHo8Hk5OTuH//Ph48eAAAsNvt8Pv9OHbsGEZGRvD69Wv09/fntDECABw5cgRqtRpdXV24ePEiEokEOjs7M/aXyWRoaGjAkydPfmoc6bS3t2N6eho2mw3Pnj3DxMQE3G43mpubpcJHo9FgaGgIU1NT+PjxI5LJZE5x6WSbQwDwer2wWCy/PDYiIvo7sQgioiXN6XTCZDLBarWioaEB9fX1PzxDMl9JSQl6enqwdetW6PV6DAwM4O7duygrKwMAnDt3DlNTU9BqtdLXxLq6umA0GtHY2Ijt27dj9erV2LNnz0/n2tfXh9raWthsNtTU1OD06dPSh329Xo/BwUEEg0GYTCYYDAacPXsWlZWVWc9748YN3Lt3Dzdv3kRRURGUSiV6e3vR09Oz4G/lHDp0CLdu3frlHxWtrKyEz+dDIpGAxWKBTqdDR0cHSkpKpIK0s7MThYWFqKmpQXl5OUKhUE5x6WSbw3A4DL/fj+bm5l8aFxER/b0KhBBisZMgIqLfTwiBuro6nDhxAjabbbHT+d/Y7XZEo1F0d3cvdipERPSH4koQEVGeKigoQHd3d9bd8ZaalStXwuFwLHYaRET0B+NKEBHRH87r9WLnzp0Zj8disd+YDRER0dLHIoiI6A8Xj8cRDoczHv+vO8oRERHlKxZBRERERESUV/hMEBERERER5RUWQURERERElFdYBBERERERUV5hEURERERERHmFRRAREREREeUVFkFERERERJRXWAQREREREVFeYRFERERERER55V9asQ7rOKqNJQAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1, figsize=(8,8))\n",
    "# Tighten the bounding box around the data locations\n",
    "ax = mm.plot_map(crash_geodf,\n",
    "                 column=\"Maximum_Injury_Severity_Reported\",\n",
    "                 categorical=True,\n",
    "                 markersize=30,\n",
    "                 alpha=0.75,\n",
    "                 ax=ax,\n",
    "                 )\n",
    "# Move legend to the bottom right\n",
    "ax.get_legend().set_bbox_to_anchor((.75, 0.5))\n",
    "ctx.add_basemap(ax, crs=\"EPSG:26986\")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Question: How to identify accidents along Randolph Avenue?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Unsuccessfull approach:  filtering on tabular metadata"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "At_Roadway_Intersection\n",
       "RANDOLPH AVENUE / CHICKATAWBUT ROAD                                                 81\n",
       "GRANITE AVENUE / SQUANTUM STREET                                                    59\n",
       "BROOK ROAD / CENTRE STREET                                                          40\n",
       "GRANITE AVENUE / ADAMS STREET                                                       31\n",
       "RANDOLPH AVENUE / BROOK ROAD                                                        28\n",
       "                                                                                    ..\n",
       "BLUE HILL AVENUE / BLUE HILL AVENUE / BRUSH HILL ROAD                                0\n",
       "RANDOLPH AVENUE / REEDSDALE ROAD Rte  / Randolph Ave Rte 28 N / Reedsdale Rd Rte     0\n",
       "Rte 138 N / BLUE HILL AVENUE                                                         0\n",
       "RANDOLPH AVENUE / REEDSDALE ROAD Rte  / Randolph Ave Rte N / Reedsdale Rd Rte        0\n",
       "/                                                                                    0\n",
       "Name: count, Length: 2204, dtype: int64"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "crash_geodf[\"At_Roadway_Intersection\"].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "At_Roadway_Intersection\n",
       "RANDOLPH AVENUE / CHICKATAWBUT ROAD                  81\n",
       "RANDOLPH AVENUE / BROOK ROAD                         28\n",
       "RANDOLPH AVENUE Rte 28 N / CHICKATAWBUT ROAD         26\n",
       "RANDOLPH AVENUE / REEDSDALE ROAD                     23\n",
       "RANDOLPH AVENUE Rte 28 / CHICKATAWBUT ROAD           22\n",
       "                                                     ..\n",
       "BROOK ROAD / FAIRFAX ROAD                             0\n",
       "BROOK ROAD / DUDLEY LANE                              0\n",
       "BROOK ROAD / CHURCHILL LANE                           0\n",
       "BROOK ROAD / CENTRE STREET / CENTRE ST / BROOK RD     0\n",
       "\\ / GRANITE AVENUE / GRANITE AVENUE                   0\n",
       "Name: count, Length: 2204, dtype: int64"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "crash_geodf.loc[\n",
    "    crash_geodf[\"At_Roadway_Intersection\"].str.lower().str.contains(\"randolph\").fillna(False), \n",
    "    \"At_Roadway_Intersection\"\n",
    "].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(11602, 29)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "crash_geodf.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(805, 29)"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Filter to crashes that occured on randolph using the pattern above.\n",
    "randolph_crashes = crash_geodf.loc[crash_geodf[\"At_Roadway_Intersection\"].str.lower().str.contains(\"randolph\").fillna(False), :]\n",
    "randolph_crashes.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(10797, 29)"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "non_randolph_crashes = crash_geodf.loc[~crash_geodf[\"At_Roadway_Intersection\"].str.lower().str.contains(\"randolph\").fillna(False), :]\n",
    "non_randolph_crashes.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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AGquWOC+Z5gAAAA1QKLibR8AcAAAAAMKNoDkAAEADXHZZ0CsAAAAAADQCQXMAAIA67d4tfe97Qa8CAAAAANAIBM0BAADqdO65Qa8AAAAAANAoBM0BAADqNDnpbt6NN3q7DgAAAABA/QiaAwAA+OAVr5CuvTboVQAAAAAAnBA0BwAAqMPu3e7mPfywt+sAAAAAADQGQXMAAPD/t3fv0XGXdf7APzNpm6aGpCDSEpJiqdwFCqxgQcxx6VpZQPSwRwX0h6trvBQ9hN8Pij8oLUTl5lrlJlQRFkUR3UX4ycJaW1oQcZVLSisXK1RoaUNXkaYjpYXm+/vjO0mbJmlmmsm1r9c5c6bzfZ75zjPT50wy73nyedhJTz4ZccQRhfWdOLF/xwIAAEBpCM0BAHZSfX1h/fbeu3/HAQAAQOkIzQEAdtKrrxbW76GH+nUYAAAAlJDQHABgJ+RyhfX74x8jpkzp37EAAABQOkJzAIAi5XKFl2YRmAMAAAwvQnMAgCLNmhXx+OO99xs/vt+HAgAAQIkJzQEAivDkkxE33FBY3yVL+ncsAAAAlJ7QHACgCIWWZVm6NOLww/t3LAAAAJSe0BwAoAivvtp7n9pagTkAAMBwJTQHAChQS0th/Roa+nccAAAA9B+hOQBAAVpaIvbbr7C+jY39OxYAAAD6j9AcAKAAZ50VsXFj7/2qqyMqK/t/PAAAAPQPoTkAQAGWLCms34MP9u84AAAA6F9CcwCAAmzZ0nufpUttAAoAADDcCc0BAApQVtZ7u8AcAABg+BOaAwAUoL6+b+0AAAAMD0JzAIAC3H57REVF920VFWk7AAAAw5/QHACgABMnRjz/fMTf//3WUi1lZent559P2wEAABj+Rg32AAAAhouJEyMWLhzsUQAAANCfrDQHAAAAAIA8oTkAAAAAAOQJzQEAAAAAIE9oDgAAAAAAeUJzAAAAAADIE5oDAAAAAECe0BwAAAAAAPKE5gAAAAAAkCc0BwAAAACAPKE5AAAAAADkCc0BAAAAACBPaA4AAAAAAHlCcwAAAAAAyBOaAwAAAABAntAcAAAAAADyhOYAAAAAAJAnNAcAAAAAgDyhOQAAAAAA5AnNAQAAAAAgT2gOAAAAAAB5QnMAAAAAAMgTmgMAAAAAQJ7QHAAAAAAA8oTmAAAAAACQJzQHAAAAAIA8oTkAAAAAAOQJzQEAAAAAIE9oDgAAAAAAeUJzAAAAAADIE5oDAAAAAECe0BwAAAAAAPKE5gAAAAAAkCc0BwAAAACAPKE5AAAAAADkCc0BAAAAACBPaA4AAAAAAHlCcwBgWMnlIpqaIurqIsrK0uumpvQ4AAAA9FUmSZJksAcxlLW2tkZ1dXWsX78+qqqqBns4ALBLy+Ui6usjmpsj2tq2Hs9mI6ZOjViyJKKycrBGBwAAwFBVTM5rpTkAMGzMm9c1MI9Ibzc3p+0AAADQF0JzAGDYmD+/a2Derq0tbQcAAIC+EJoDAMPGmjV9awcAAIDeCM0BgGGjpqZv7QAAANAboTkAMGw0NKSbfnYnm03bAQAAoC+E5gDAsNHYGDF1atfgPJtNjzc2DsaoAAAAGEmE5gDAsFFZGbFkScTcuRG1tWlYXlub3l6yJG0HAACAvsgkSZIM9iCGstbW1qiuro7169dHVVXVYA8HAAAAAIAiFZPzWmkOAAAAAAB5QnMAAAAAAMgTmgMAQ04uF9HUFFFXF1FWll43NaXHAQAAoD+pad4LNc0BYGDlchH19RHNzRFtbVuPZ7MRU6fa8BMAAIDiqWkOAAxb8+Z1Dcwj0tvNzWk7AAAA9BehOQAwpMyf3zUwb9fWlrYDAABAfxGaAwBDypo1fWsHAACAvhCaAwBDSk1N39oBAACgL4TmAMCQ0tCQbvrZnWw2bQcAAID+IjQHAIaUxsaIqVO7BufZbHq8sXEwRgUAAMCuQmgOAAwplZURS5ZEzJ0bUVubhuW1tentJUvSdgAAAOgvmSRJksEexFDW2toa1dXVsX79+qiqqhrs4QAAAAAAUKRicl4rzQEAAAAAIE9oDgAAAAAAeUJzAAAAAADIE5oDAAMul4toaoqoq4soK0uvm5rS4wAAADCYbATaCxuBAkBp5XIR9fURzc0RbW1bj2ezEVOnRixZElFZOVijAwAAYCSyESgAMGTNm9c1MI9Ibzc3p+0AAAAwWITmAMCAyeUivv71roF5u7a2iPnzB3ZMAAAAsC2hOQAwINrLsrS27rjfmjUDMx4AAADojtAcABgQ7WVZelNT0+9DAQAAgB4JzQGAATF/fs9lWdplsxENDQMzHgAAAOiO0BwAGBCFlF2ZOjWisbHfhwIAAAA9EpoDAAOit7IrVVURS5ZEVFYOzHgAAACgO0JzAKDf5HIRTU0RdXURL73Uc79sNuL//B+BOQAAAINv1GAPAAAYmVpaIo46KmLt2h33y2aVZQEAAGDosNIcACi5XC7iyCN3HJhnMhG1tRFz5yrLAgAAwNBhpTkAUHJXXpmuNN+RffaJWLVqYMYDAAAAhbLSHAAouWuu6b3PmjX9Pw4AAAAoltAcACi51tbe+9TU9P84AAAAoFhCcwBgUDQ0DPYIAAAAoCuhOQBQclVVO27PZiMaGwdmLAAAAFAMoTkAUHJf/OKO2//3/46orByYsQAAAEAxhOYAQMldeGHEEUdEZDKdj2cy6fFLLhmccQEAAEBvhOYAQJ/lchFNTRF1dRFlZREHHxxxyikRF10UUVublmOprY249NKIX/3KKnMAAACGrlGDPQAAYHjL5SLq6yOamyPa2tJjq1dHXH55xNSpEU8/LSQHAABg+LDSHADok3nzOgfm7dra0uPz5g3GqAAAAGDnCM0BgKLlchEXXxxRXZ3WJ98+MG/X1hYxf/7Ajg0AAAD6QnkWAKAouVzEu94V8cwzhfVfs6Z/xwMAAAClZKU5AFCU2bMLD8wjImpq+m8sAAAAUGpCcwCgYLlcxLe+VXj/bDaioaH/xgMAAAClJjQHAHrVXsN8jz0ikqSw+2SzEVOnRjQ29uvQAAAAoKTUNAcAupXLRcybF3HjjcXXJS8ri5gzJw3MKyv7Z3wAAADQH4TmAEAXuVxEfX1Ec3NEW1vx958zJ619DgAAAMON8iwAMATkchFNTRF1dekq7bq69HYuNzjjmTdv5wPz0aOVZAEAAGD4EpoDQD8pNAhvX9U9d27E6tVpUL16dXq7vr6w4Ly95nh1dUQmk16qq9PV3i0t3Y+jp+O5XMT8+TsXmEdEPPqokiwAAAAMX5kkKXQ7r11Ta2trVFdXx/r166OqqmqwhwPAMNFTeZP2zTGXLNkaLDc1pQF5dyF1Npu27ajUSS4X8Z73RCxd2n17RUXE66933sAzk4kYOzZi06bux7czq8zHj08D8ylTirsfAAAA9Ldicl4rzQGgH/RU3qStLT0+b97WYzta1d3Wlrb39lhPPtlz+8aNnQPziPT2xo09j6+YleKZTMRRR0WsWiUwBwAAYPgTmgNAPygmCF+zZsfn6q19/vyuoXhftI87W8BvCaNHR1x0UeeV8wAAADCcCc0BoB8UE4TX1Oy4b2/tvT3WztiwIS3T0lNwXlMTcdllEa+8kpaXEZgDAAAwUgjNAaAfFBOENzT0HE5ns2l7Xx5rZ+yzT7p6fO7ciNradBy1tWlQvmFDxEsvpXXWheUAAACMNEJzAChALpeuqK6riygrS6+bmtLj3SkmCG9s7H5Vd/umnI2NOx5bQ0NaV7xU2sdXWZkG46tWRWzZkl4LygEAABjpMklSyiqoI08xu6oCMLLsu2/Eiy/23N4eandXzzuXi6iv77oZaE/3yeXSDT3nz0/LrdTUpMF1Y2PvIXUuF/Ge90QsXdp9e0VFxOuvd657nslEjB0bsWlTYeMDAACA4ayYnNdKcwDoRm+BeUQaNjc3p2H39ioruy9vMndu94F0X1Z1V1ZG/OpX6Yac2/7cr6qKuPjiiOefj7j00s7juPTS9Hih4wMAAIBdhZXmvbDSHGDXVEy5k9raNOQGAAAAhiYrzQFgAK1ZM9gjAAAAAEpFaA4AfVRTM9gjAAAAAEpFaA4AfZDJpBt2AgAAACOD0BwA+iBJIj7zmcEeBQAAAFAqQnMA6MakSYX3/c53+m8cAAAAwMASmgMwIuVyEU1NEXV1EWVl6XVTU3q8EC+8UHhwPn/+zo8TAAAAGFqE5gCMOLlcRH19xNy5EatXR7S1pddz56bHiwnOL7us935r1vRltAAAAMBQIjQHYMSZNy+iuTkNy7fV1pYenzev8HM1NkaMHr3jPjU1xY4QAAAAGKqE5gCMOPPndw3M27W1FVdOpbIy4oILIjKZ7tuz2YiGhuLHCAAAAAxNQnMARpzeyqUUW07lwgsjjjwyDci3lc1GTJ2arkYHAAAARgahOQAjTm/lUootp1JZGbFkSVoTvbY2Dctra9PbS5ak7QAAAMDIIDQHYMRpaOi6KrzdzpZTqayMmD07YtWqiC1b0uvZswXmAAAAMNIIzQEYcRob07IpyqkAAAAAxRKaAzDiKKcCAAAA7KxMkiTJYA9iKGttbY3q6upYv359VFVVDfZwAAAAAAAoUjE5r5XmAAAAAACQJzQHAAAAAIA8oTkAAAAAAOQJzQGgHzz3XMR++0VkMlsv++2XHgcAAACGLqE5AJTYc89F7L9/xMqVnY+vXJkeF5wDAADA0CU0B4AS+4d/iEiS7tuSJG0HAAAAhiahOQCU2PYrzIttBwAAAAaP0BwAAAAAAPKE5gAAAAAAkCc0B4ASmzy5b+0AAADA4BGaA0CJLVgQkcn03P63v0WUlUXU1UU0NUXkcgM3NgAAAGDHhOYAUGJTpkSsWNF1RfmYMen1unURbW0Rq1dHzJ0bUV8vOAcAAIChQmgOAP1gypSI55+PSJL0ctllEW++2bVfW1tEc3PEvHkDPkQAAACgG0JzABgA8+enAXl32trSdgAAAGDwCc0BYACsWdO3dgAAAGBgCM0BYADU1PStHQAAABgYQnMAGAANDRHZHn7qZrNpOwAAADD4hOYAMAAaGyOmTu0anGez6fHGxsEYFQAAALA9oTkADIDKyoglSyLmzo2orU3D8tra9PaSJWk7AAAAMPgySZIkgz2Ioay1tTWqq6tj/fr1UVVVNdjDAQAAAACgSMXkvFaaAwAAAABAntAcAAAAAADyhOYAAAAAAJAnNAcAAAAAgDyhOQAAAAAA5AnNAQAAAAAgT2gOAAAAAAB5QnMAAAAAAMgTmgMAAAAAQJ7QHAAAAAAA8oTmAAAAAACQJzQHAAAAAIA8oTkAAAAAAOQJzQEAAAAAIE9oDgAAAAAAeUJzAAAAAADIE5oDAAAAAECe0BwAhrFcLqKpKaKuLqKsLL1uakqPAwAAAMXLJEmSDPYghrLW1taorq6O9evXR1VV1WAPBwA65HIR9fURzc0RbW2d2/beO+LxxyMmThyUoQEAAMCQUkzOa6U5AAxT8+Z1H5hHRKxdG3HUUVacAwAAQLGKCs23bNkSs2fPjsmTJ0dFRUVMmTIlmpqaYtvF6rlcLs4555yora2NioqKOOSQQ+LGG2/s9nxJksRJJ50UmUwmfvazn3Vqe/HFF+Pkk0+OcePGxV577RXnn39+vPnmm536LF68OI466qgoLy+Pd7zjHXHrrbd2eYzrr78+3v72t8fYsWPj2GOPjd/+9rfFPGUAGLLmz+8+MG+3dm0arAMAAACFKyo0v/LKK+Pb3/52XHfddfH000/HlVdeGVdddVVce+21HX3OO++8uP/+++MHP/hBPP3003HuuefGOeecE/fcc0+X833zm9+MTCbT5fiWLVvi5JNPjs2bN8evf/3r+Ld/+7e49dZb45JLLunos3Llyjj55JPjfe97XzQ3N8e5554b//Iv/xL/9V//1dHnxz/+cZx33nkxZ86cePzxx+OII46IGTNmxLp164p52gAwJK1Z03uf+fP7fxwAAAAwkhRV0/yUU06JCRMmxM0339xx7PTTT4+Kior4wQ9+EBER73znO+OjH/1ozJ49u6PP0UcfHSeddFJ85Stf6TjW3Nwcp5xySjz66KOx9957x1133RUf+tCHIiLivvvui1NOOSXWrFkTEyZMiIiIG2+8MWbNmhX/8z//E2PGjIlZs2bFvffeG8uXL+8458c+9rF49dVX4/7774+IiGOPPTbe9a53xXXXXRcREW1tbVFXVxdf/OIX48ILLyzoOatpDsBQVVcXsXr1jvtksxFbtgzMeAAAAGCo6rea5scdd1wsXLgw/vCHP0RExNKlS+NXv/pVnHTSSZ363HPPPfHSSy9FkiTxwAMPxB/+8Id4//vf39HntddeizPPPDOuv/76mNjNDmWPPPJIHHbYYR2BeUTEjBkzorW1NX7/+9939Jk+fXqn+82YMSMeeeSRiIjYvHlzPPbYY536ZLPZmD59ekef7mzatClaW1s7XQBgKGpo6L1PTU3/jwMAAABGkqJC8wsvvDA+9rGPxUEHHRSjR4+OI488Ms4999w466yzOvpce+21ccghh0RtbW2MGTMmPvCBD8T1118f733vezv6NDY2xnHHHRennXZat4/T0tLSKTCPiI7bLS0tO+zT2toaGzdujD//+c+xZcuWbvu0n6M7l19+eVRXV3dc6urqCnhlAGDgNTZG7L13z+2ZTGHBOgAAALDVqGI633nnnXH77bfHD3/4wzj00EM7aonX1NTE2WefHRFpaP6b3/wm7rnnnth3333jwQcfjJkzZ0ZNTU1Mnz497rnnnli0aFE88cQT/fKE+urLX/5ynHfeeR23W1tbBecADEmVlRGPPx5x1FHppp/bymQijjwyDdYBAACAwhUVmp9//vkdq80jIg477LB44YUX4vLLL4+zzz47Nm7cGP/3//7fuOuuu+Lkk0+OiIjDDz88mpub4+tf/3pMnz49Fi1aFM8991yMHz++07lPP/30OOGEE2Lx4sUxceLE+O1vf9up/eWXX46I6CjnMnHixI5j2/apqqqKioqKKCsri7Kysm77dFcSpl15eXmUl5cX87IAwKCZODHiD3+ImDcv3fRzzZq0JEtDQxqYV1YO9ggBAABgeCmqPMtrr70W2Wznu5SVlUVbW1tERLzxxhvxxhtv7LDPhRdeGE8++WQ0Nzd3XCIi5s2bF7fccktEREybNi2WLVsW69at6zjHggULoqqqKg455JCOPgsXLuz0OAsWLIhp06ZFRMSYMWPi6KOP7tSnra0tFi5c2NEHAEaCysqI2bMjVq1KN/1ctSq9LTAHAACA4hW10vzUU0+Nr371qzFp0qQ49NBD44knnohvfOMb8alPfSoiIqqqqqK+vj7OP//8qKioiH333TeWLFkSt912W3zjG9+IiHSFeHcrvSdNmhSTJ0+OiIj3v//9ccghh8QnPvGJuOqqq6KlpSUuvvjimDlzZscq8M997nNx3XXXxQUXXBCf+tSnYtGiRXHnnXfGvffe23HO8847L84+++z4u7/7uzjmmGPim9/8Zvztb3+Lf/7nf965VwsAoAi5nL8CAAAAGG4ySZIkhXbesGFDzJ49O+66665Yt25d1NTUxBlnnBGXXHJJjBkzJiLSDTq//OUvxy9+8Yt45ZVXYt99942GhoZobGyMTCbT/SAymbjrrrviQx/6UMexF154IT7/+c/H4sWL4y1veUucffbZccUVV8SoUVtz/sWLF0djY2M89dRTUVtbG7Nnz45PfvKTnc593XXXxdVXXx0tLS0xderUuOaaa+LYY48t+AVqbW2N6urqWL9+fVRVVRV8PwBg15bLRdTXRzQ3R+T/4C4iIrLZiKlTI5YsEZwDAAAMlGJy3qJC812R0ByAkaKlJeKss9KwdsuWiLKyNNS9/fa0Njql1dQUMXdu58C8XTabts2ePdCjAgAA2DUJzUtIaA7ASNDSErHffhEbN3ZtGzUq4plnIqZMGfhxjWR1dRGrV/fcXlub1p8HAACg/xWT8xa1ESgAMDyddVb3gXlExJtvRhxySBqsU7xcLl1VXleXrt6vq0tvr1mz4/v11g4AAMDgsNK8F1aaAzASjBqVlmTpzf77Rzz4oHIthdpR3fKysog33uj5vlaaAwAADBwrzQGATgoJzCMiVqyImDTJqvNCzZvXNTCPSG+/+WZED3ugRzYb0dDQ78MDAABgJwjNAWAXUFZWeN833kjLudC7+fO73+gzIiJJ0hX+2e1+28pmI6ZOjWhs7PfhAQAAsBOE5gCwC6ivL67/kiX9M46Rpre65G++GTF3blqKJZtNr+fOTV/fysqBGCEAAADFUtO8F2qaAzAStLRE7L13cffxG0Lv6uoiVq/uuV3dcgAAgKFBTXMAoJOJE7uWCdmRYsq57MoaGnp+XdUtBwAAGJ6E5gCwi6ipKbxvseVcdlWNjWl9cnXLAQAARg6hOQDsIna0Knpb2WzE7bf3/3hGgsrKtD65uuUAAAAjh5rmvVDTHICRIpdLV5A/8UTP9crHjIl46qmIKVMGdmwAAADQn9Q0BwC6aF8VfemlaamWTCatXZ7JpLcvuyziL38RmAMAALBrs9K8F1aaAwAAAAAMb1aaAwAAAADAThCaAwAAAABAntAcAAAAAADyhOYAAAAAAJAnNAcAAAAAgDyhOQAAAAAA5AnNAQAAAAAgT2gOAAAAAAB5QnMAAAAAAMgTmgMAAAAAQJ7QHAAAAAAA8oTmAAAAAACQJzQHAAAAAIA8oTkAAAAAAOQJzQEAAAAAIE9oDgD02fe/H5HJdH8ZOzZi1qyIXG6wRwkAAAC9E5oDMKTkchFNTRF1dRFlZel1U5PAdSj7/vcj/tf/6rl906aIq66KOO44/48AAAAMfUJzAIaMXC6ivj5i7tyI1asj2trS67lz0+M7ClyF7YNnR4H5tpYti5g3r3/HAgAAAH0lNAdgyJg3L6K5OQ3Lt9XWlh7vKXDtS9heKKF8acyfP9gjAAAAgB0TmgMwZMyf3zUwb9fW1nPgurNhe6F6CuXnzInYY4+IbFaIXqg1awZ7BAAAALBjQnMABk0uFzF7dkR1dbph5OrVO+7fU+C6s2F7oXoK5ZMk4o030utSrmwfyavaKysHewQAAACwY0JzAAZFLhdxwgkRX/lKRGtrYfepqel6rKVl58P2Qu0olN9WKVa297Sq/ZJL0lXtF188MsJzAAAAGKqE5gAMinnzIpYuLbx/NhvR0ND5WEtLxH779X7fsrKtQXOxq7hzuYiXXip8nH1d2d7TqvaIdFX7175WujrtpXLbbYX33bCh/8YBAAAApSA0B2BQzJ+fljUpRDYbMXVqRGNj5+NnnRWxcWPv93/zzTSMLnbD0Pb+hY6z3erVabmZTCYdeyYTsc8+hZVY6W1Ve5KUpk77tgr9IqGnfh/+cOHBeZKMrHIzAAAAjDyZJCk2Cti1tLa2RnV1daxfvz6qqqoGezgAI0ZZWWElT2pr0xXmjY1d62GPGhWxZUthj9d+nrlzu3/cbDZtmz1767Gmpp7798Vuu6XXGzakgfrO/CSurY1YtarvY2n/YmD71e3tX1QsWZK+7jvqN2FC+jxaWtK+GzYU/pzGjElLznT3/wsAAAClUkzOa6U5AIOiu/rk22sPhmfP7j5QLTQwj0jrmhe7YWihtcyLtWHD1jIlO/vV9bar2be9TJ9e3ArunsrBbF+ffUf91q5NX9+2trQ+fTHPafPmtF77UCs5AwAAwK5LaA7AoGhoSEPenmQyXWuYb6+srPDHq6npfUPQ7dv7uoHoYFi4MOLAA3dco/3iiyOqq9PX+JJLCvsiodgvEDKZiGL+QKsUJWdyufQLlvbntm15nPLyrf8eNSrixBPTlfEAAACwPaE5AIOisTHiiCN6bj/88K41zLdXX1/YY7VvItrb6vbt2wtZDd9+/qFkzZruA+hcLuI974n46lfTFeGFWL06fX6rVxc3hiRJQ/NCX5u+bqCay0WccELEV77S+bMM3M4AABjvSURBVLm1r3rfvHnrv7dsiVi0KN1E9oILttZo32efNEzfZ5/09tixW4P2bS/V1ekXDyN9ZXxLS/p6lJV1/1cN7ZexYyNmzRr5rwcAALDrGGIf8wHYVVRWRjz0UBo+brsiuaoq4qKLIn71q95rXN9+e0RFxY77bLuJaENDzyFue7C+rd5WukekJWS2bEmvh5LuAuh58yKefLL4c/WlhEwxq9NXr975DULnzYtYurS4+2zcGHH11VvHuWZNGqa3l5rZtKn7597amn7xsNtu3YfI5eVbV7Rns+mcrq5O/11d3f399tsv4rnnin/ePWnftHWffdLHbR/L9hvStgfjo0Z1XoX/1a9G7L13+nr09n+4aVPEVVdFHHec4BwAABgZbATaCxuBAgxtLS0RZ52Vbli5ZUsa/I0ZkwZ5228iWuiml+1yuYgDDkhrdncnk4m49NK0JEhTU8ScOTsfMJdaNtu15ntdXfErxgdaT/8XvRkOz603mUzEihURU6b07Tzt8/yJJ7qfj+2v8Z13Rhx2WPrlQalcdlnnzXQBAACGimJyXqF5L4TmACNLLpeuSp4/P11RXFPTOVjfXktLxFFHdQ3OM5mII4/cGu62lwdpbh6Qp9Gr9k1Ut1VW1j8bm5ZaNhsxd25x4etweW69mTw54vnn+3aOpqb09dvR65HNRuy7b8TKlX17rO11N+8AAACGAqF5CQnNASg0aM/lIq68MuKaa7bW1c5kBmf1eXcrfofTauxiw9fh9Nx609f5MpivRXd/4QAAADAUCM1LSGgOQF9tH7pXVqbB6IYN/ROq19REPPts15Xz/VlCpqwsPW+pVnsXG74OtfI4fdHX5zCYq+6tNAcAAIaqYnJeG4ECQD+rrExXfa9alQbB69enK9HbQ+Yk6Xz54x/TMh07sttu3R8/8cTuA/OIdGX84Yf3/flsL5tNA+tSbohaU1Nc/8bGiCOOKM1jD7ZtNwht35izpaXw+xf72pVSIZvnAgAADHVCcwAYYqZMSetabx+mb3tpD923v/zylz1voFlZGfGrX0VcdFFEqf54qn1TycbG9HZDQ3qsrw44IF2hX6jKyoiHHoq4+OK+P/ZQsmVLxKJF6Zco2wfnuVy6wr6uLl1dXleX3v7kJ3v/P8hme/9ipliHHbZ1HgAAAAxnQnMA2IVUVkZ85Svpavf2oL2QkLu2Ng2kL7oo/Xc2m17Pnbt1M9SINDSdOjVdJd0XixZFHH98Ggz3FA63tHQ+fvDBEWPGDO5K6/7y+usRp5229XYuF1Ffn77+q1enf7GwenV6+//9v/QvCnb0f9DWFvHyy6X5gqO8POKCCyJ+/euev7ABAAAYTtQ074Wa5gCMdL1tHFlsner2Gu433hixdm3fanS/+91pYPzkk53rdGcyEWPHRmza1Pl4NhsxYUIaCA9WXe/+1P5aNjWlAXl3zzGbjfjyl9Mwe2f/D3qqtd/+mu+zT/eb4QIAAAxVNgItIaE5ACNdbwHs3LlpTfZS2X//tG57f8lkIiZOLCw4b1+N3d1vQztqGyztYynmi47+2iS1vTTPtn9pAAAAMFTZCBQAKFh7SZXtS3VsX6+8VFas2Foapj8kSRp4z52bhseZTMTo0V3LlWSz6eahhx/e/XPvqW0oWLOm8Pb58/vntW5ri2huTv+qAAAAYCQZgh8DAYCBVFmZrhZuD5l7qlc+nLS0pKvjV61Kw91XXom49NKuz++hh9LNUbt77tu2FVMnva/13AvR23i2be8tYO+LtrY0lAcAABhJlGfphfIsANB/stn+WQVdbB32QrTXap8/Pw2iJ0xIa3y/8EIaHpeVpZtzzp8fceutEVdeGfHGGzs+Z3l5WiO8EFVV6QauEcWV1OmtlEtfZbMRW7b03/kBAABKQXkWAGBYOOGE0p8zm003qSy1ysqtq9e3bEmD8+efT/+dJBFvvhmxcGHElClpqP3KKxGXXZau+s5kOq9Ar6qKuOiiiD/9KeL88yPGjOn98R96aOu/iymp09DQv6vfi1mFDwAAMBxYad4LK80BoP+0tERMnhzx+us77pfJdF6Rnsmkq7w3beq82no4b06Zy0XMmhXx7W93fq7V1REPPpjWV9++/7Yr32tq0oC8sbHzc8/l0i8nmptLP+b+2CgWAACgPxST8wrNeyE0B4D+1dIS8bGPpUH39rLZiMMOizj11LTkybbh8Gc+E/Gd7/QeGpMG51deGXHNNRGtremxyso0nP/b33bunMP5CwoAAGDXIzQvIaE5AAyMQldOUzrdveannhrxox9FvPpq577jxkWMGhWxYUPEPvv4vwEAAIYXoXkJCc0BAAAAAIY3G4ECAAAAAMBOEJoDAAAAAECe0BwAAAAAAPKE5gAAAAAAkCc0BwAAAACAPKE5AAAAAADkCc0BAAAAACBPaA4AAAAAAHlCcwAAAAAAyBOaAwAAAABAntAcAAAAAADyhOYAAAAAAJAnNAcAAAAAgDyhOQAAAAAA5AnNAQAAAAAgT2gOAAAAAAB5QnMAAAAAAMgTmgMAAAAAQJ7QHAAAAAAA8oTmAAAAAACQJzQHAAAAAIA8oTkAAAAAAOQJzQEAAAAAIE9oDgAAAAAAeUJzAAAAAADIE5oDAAAAAECe0BwAAAAAAPKE5gAAAAAAkCc0BwAAAACAPKE5AAAAAADkCc0BAAAAACBPaA4AAAAAAHlCcwAAAAAAyBOaAwAAAABAntAcAAAAAADyhOYAAAAAAJAnNAcAAAAAgDyhOQAAAAAA5AnNAQAAAAAgT2gOAAAAAAB5QnMAAAAAAMgTmgMAAAAAQJ7QHAAAAAAA8oTmAAAAAACQJzQHAAAAAIA8oTkAAAAAAOQJzQEAAAAAIE9oDgAAAAAAeUJzAAAAAADIE5oDAAAAAECe0BwAAAAAAPKE5gAAAAAAkCc0BwAAAACAPKE5AAAAAADkCc0BAAAAACBPaA4AAAAAAHlCcwAAAAAAyBOaAwAAAABAntAcAAAAAADyhOYAAAAAAJAnNAcAAAAAgDyhOQAAAAAA5AnNAQAAAAAgb9RgD2CoS5IkIiJaW1sHeSQAAAAAAOyM9ny3Pe/dEaF5LzZs2BAREXV1dYM8EgAAAAAA+mLDhg1RXV29wz6ZpJBofRfW1tYWa9asid122y0ymcxgD2fYaW1tjbq6uli1alVUVVUN9nCgg7nJUGVuMlSZmwxV5iZDlbnJUGVuMlSZm/S3JEliw4YNUVNTE9nsjquWW2nei2w2G7W1tYM9jGGvqqrKGx5DkrnJUGVuMlSZmwxV5iZDlbnJUGVuMlSZm/Sn3laYt7MRKAAAAAAA5AnNAQAAAAAgT2hOvyovL485c+ZEeXn5YA8FOjE3GarMTYYqc5OhytxkqDI3GarMTYYqc5OhxEagAAAAAACQZ6U5AAAAAADkCc0BAAAAACBPaA4AAAAAAHlCcwAAAAAAyBOa7+Iuv/zyeNe73hW77bZb7LXXXvGhD30onn322U59PvvZz8aUKVOioqIi3va2t8Vpp50WzzzzTKc+X/rSl+Loo4+O8vLymDp1areP9eSTT8YJJ5wQY8eOjbq6urjqqqu69PnJT34SBx10UIwdOzYOO+yw+M///M9O7UmSxCWXXBJ77713VFRUxPTp02PFihV9exEYkkoxN5cuXRpnnHFG1NXVRUVFRRx88MHxrW99q8tjLV68OI466qgoLy+Pd7zjHXHrrbd26XP99dfH29/+9hg7dmwce+yx8dvf/rZT++uvvx4zZ86Mt771rVFZWRmnn356vPzyy6V5MRhSSjE3//KXv8QHPvCBqKmpifLy8qirq4tzzjknWltbO53H3KQYpfqZ3u4vf/lL1NbWRiaTiVdffbVTm7lJMUo1NzOZTJfLHXfc0amPuUkxSvm+eeutt8bhhx8eY8eOjb322itmzpzZqd1nIYpRirl56623dvu+mclkYt26dR39vG9SjFK9b/7ud7+LE088McaPHx+77757zJgxI5YuXdqpj/dNBl3CLm3GjBnJLbfckixfvjxpbm5O/vEf/zGZNGlSksvlOvrcdNNNyZIlS5KVK1cmjz32WHLqqacmdXV1yZtvvtnR54tf/GJy3XXXJZ/4xCeSI444osvjrF+/PpkwYUJy1llnJcuXL09+9KMfJRUVFclNN93U0efhhx9OysrKkquuuip56qmnkosvvjgZPXp0smzZso4+V1xxRVJdXZ387Gc/S5YuXZp88IMfTCZPnpxs3Lixf14gBk0p5ubNN9+cfOlLX0oWL16cPPfcc8n3v//9pKKiIrn22ms7zvH8888n48aNS84777zkqaeeSq699tqkrKwsuf/++zv63HHHHcmYMWOS733ve8nvf//75DOf+Uwyfvz45OWXX+7o87nPfS6pq6tLFi5cmDz66KPJu9/97uS4444bgFeKgVaKufnKK68kN9xwQ/K73/0u+dOf/pT88pe/TA488MDkjDPO6DiHuUmxSvUzvd1pp52WnHTSSUlEJH/96187jpubFKtUczMikltuuSVZu3Ztx2Xb3wHNTYpVqrn5r//6r0lNTU1y++23J3/84x+TpUuXJnfffXdHu89CFKsUc/O1117r9H65du3aZMaMGUl9fX3HObxvUqxSzM0NGzYke+yxR/LJT34yeeaZZ5Lly5cnp59+ejJhwoRk8+bNSZJ432RoEJrTybp165KISJYsWdJjn6VLlyYRkfzxj3/s0jZnzpxuQ/Mbbrgh2X333ZNNmzZ1HJs1a1Zy4IEHdtz+yEc+kpx88smd7nfssccmn/3sZ5MkSZK2trZk4sSJydVXX93R/uqrrybl5eXJj370o4KfI8NTX+dmuy984QvJ+973vo7bF1xwQXLooYd26vPRj340mTFjRsftY445Jpk5c2bH7S1btiQ1NTXJ5ZdfniRJOg9Hjx6d/OQnP+no8/TTTycRkTzyyCOFP0mGpVLNzW9961tJbW1tx21zk77qy9y84YYbkvr6+mThwoVdQnNzk77a2bkZEcldd93V433MTfpqZ+bmK6+8klRUVCS//OUve7yPz0L0VSl+31y3bl0yevTo5Lbbbus45n2TvtqZufm73/0uiYjkxRdf7Ojz5JNPJhGRrFixIkkS75sMDcqz0Mn69esjImKPPfbotv1vf/tb3HLLLTF58uSoq6sr+LyPPPJIvPe9740xY8Z0HJsxY0Y8++yz8de//rWjz/Tp0zvdb8aMGfHII49ERMTKlSujpaWlU5/q6uo49thjO/owcpVqbq5fv77TOXqbd5s3b47HHnusU59sNhvTp0/v6PPYY4/FG2+80anPQQcdFJMmTTI3dwGlmJtr1qyJ//iP/4j6+vqOY+YmfbWzc/Opp56Kyy67LG677bbIZrv+qmhu0ld9ed+cOXNm7LnnnnHMMcfE9773vUiSpKPN3KSvdmZuLliwINra2uKll16Kgw8+OGpra+MjH/lIrFq1quN+PgvRV6X4ffO2226LcePGxT/90z91HPO+SV/tzNw88MAD461vfWvcfPPNsXnz5ti4cWPcfPPNcfDBB8fb3/72iPC+ydAgNKdDW1tbnHvuuXH88cfHO9/5zk5tN9xwQ1RWVkZlZWXcd999sWDBgk5vXr1paWmJCRMmdDrWfrulpWWHfbZt3/Z+3fVhZCrV3Pz1r38dP/7xj6OhoaHjWE/zrrW1NTZu3Bh//vOfY8uWLb3OzTFjxsT48eN77MPI1Ne5ecYZZ8S4ceNin332iaqqqvjud7/b0WZu0hc7Ozc3bdoUZ5xxRlx99dUxadKkbs9tbtIXfXnfvOyyy+LOO++MBQsWxOmnnx5f+MIX4tprr+1oNzfpi52dm88//3y0tbXF1772tfjmN78ZP/3pT+OVV16Jf/iHf4jNmzdHhM9C9E2pPgvdfPPNceaZZ0ZFRUXHMe+b9MXOzs3ddtstFi9eHD/4wQ+ioqIiKisr4/7774/77rsvRo0aFRHeNxkahOZ0mDlzZixfvrzLhkoREWeddVY88cQTsWTJkjjggAPiIx/5SLz++uuDMEp2RaWYm8uXL4/TTjst5syZE+9///sHYtjsAvo6N+fNmxePP/543H333fHcc8/FeeedN1BDZ4Tb2bn55S9/OQ4++OD4+Mc/PtBDZhfRl/fN2bNnx/HHHx9HHnlkzJo1Ky644IK4+uqrB3L4jGA7Ozfb2trijTfeiGuuuSZmzJgR7373u+NHP/pRrFixIh544IGBfhqMQKX4LPTII4/E008/HZ/+9KcHYsjsInZ2bm7cuDE+/elPx/HHHx+/+c1v4uGHH453vvOdcfLJJ8fGjRsH+mlAj4TmRETEOeecEz//+c/jgQceiNra2i7t1dXVsf/++8d73/ve+OlPfxrPPPNM3HXXXQWff+LEiV12z26/PXHixB322bZ92/t114eRpxRz86mnnooTTzwxGhoa4uKLL+7U1tO8q6qqioqKithzzz2jrKys17m5efPmePXVV3vsw8hTirk5ceLEOOigg+KDH/xg3HTTTfHtb3871q5d29FmbrIz+jI3Fy1aFD/5yU9i1KhRMWrUqDjxxBMjImLPPfeMOXPmRIS5yc4r9e+bxx57bKxevTo2bdoUEeYmO68vc3PvvfeOiIhDDjmko//b3va22HPPPePFF1+MCJ+F2Hmlet/87ne/G1OnTo2jjz6603Hvm+ysvszNH/7wh/GnP/0pbrnllnjXu94V7373u+OHP/xhrFy5Mu6+++6I8L7J0CA038UlSRLnnHNO3HXXXbFo0aKYPHlyQfdJkqTjA0ohpk2bFg8++GC88cYbHccWLFgQBx54YOy+++4dfRYuXNjpfgsWLIhp06ZFRMTkyZNj4sSJnfq0trbGf//3f3f0YeQo1dz8/e9/H+973/vi7LPPjq9+9atd7tPbvBszZkwcffTRnfq0tbXFwoULO/ocffTRMXr06E59nn322XjxxRfNzRGov94329raIiI6+pibFKsUc/Pf//3fY+nSpdHc3BzNzc0dJYMeeuihmDlzZkSYmxSvv943m5ubY/fdd4/y8vKIMDcpXinm5vHHHx8R6Txp98orr8Sf//zn2HfffSPCZyGKV8r3zVwuF3feeWe3q8y9b1KsUszN1157LbLZbGQymY4+7bfbPxN532RIGLAtRxmSPv/5zyfV1dXJ4sWLk7Vr13ZcXnvttSRJkuS5555Lvva1ryWPPvpo8sILLyQPP/xwcuqppyZ77LFH8vLLL3ecZ8WKFckTTzyRfPazn00OOOCA5IknnkieeOKJjp2OX3311WTChAnJJz7xiWT58uXJHXfckYwbNy656aabOs7x8MMPJ6NGjUq+/vWvJ08//XQyZ86cZPTo0cmyZcs6+lxxxRXJ+PHjk7vvvjt58sknk9NOOy2ZPHlysnHjxgF6xRgopZiby5YtS972trclH//4xzudY926dR2P8/zzzyfjxo1Lzj///OTpp59Orr/++qSsrCy5//77O/rccccdSXl5eXLrrbcmTz31VNLQ0JCMHz8+aWlp6ejzuc99Lpk0aVKyaNGi5NFHH02mTZuWTJs2bYBeLQZSKebmvffem3zve99Lli1blqxcuTL5+c9/nhx88MHJ8ccf3/E45ibFKtXP9G098MADSUQkf/3rXzuOmZsUqxRz85577km+853vJMuWLUtWrFiR3HDDDcm4ceOSSy65pONxzE2KVar3zdNOOy059NBDk4cffjhZtmxZcsoppySHHHJIsnnz5iRJfBaieKX8mf7d7343GTt2bKef5e28b1KsUszNp59+OikvL08+//nPJ0899VSyfPny5OMf/3hSXV2drFmzJkkS75sMDULzXVxEdHu55ZZbkiRJkpdeeik56aSTkr322isZPXp0Ultbm5x55pnJM8880+k89fX13Z5n5cqVHX2WLl2avOc970nKy8uTffbZJ7niiiu6jOfOO+9MDjjggGTMmDHJoYcemtx7772d2tva2pLZs2cnEyZMSMrLy5MTTzwxefbZZ0v+ujD4SjE358yZ0+059t13306P9cADDyRTp05NxowZk+y3334dj7Gta6+9Npk0aVIyZsyY5Jhjjkl+85vfdGrfuHFj8oUvfCHZfffdk3HjxiUf/vCHk7Vr15b6ZWEIKMXcXLRoUTJt2rSkuro6GTt2bLL//vsns2bN6vJhxtykGKX6mb6t7kLz9uPmJoUqxdy87777kqlTpyaVlZXJW97yluSII45IbrzxxmTLli2dHsvcpBilet9cv3598qlPfSoZP358ssceeyQf/vCHkxdffLFTH5+FKEYpf6ZPmzYtOfPMM3t8LO+bFKNUc/MXv/hFcvzxxyfV1dXJ7rvvnvz93/998sgjj3Tq432TwZZJkiQpzZp1AAAAAAAY3tQ0BwAAAACAPKE5AAAAAADkCc0BAAAAACBPaA4AAAAAAHlCcwAAAAAAyBOaAwAAAABAntAcAAAAAADyhOYAAAAAAJAnNAcAAAAAgDyhOQAAAAAA5AnNAQAAAAAgT2gOAAAAAAB5/x+xRzKiq9eaBQAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 2000x2000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot randolph crashses in red and non-randolph crashes in blue\n",
    "fig, ax = plt.subplots(1, figsize=(20,20))\n",
    "\n",
    "non_randolph_crashes.plot(\n",
    "    ax=ax,\n",
    "    color=\"blue\",\n",
    "    markersize=30,\n",
    ")\n",
    "\n",
    "randolph_crashes.plot(\n",
    "    ax=ax,\n",
    "    color=\"red\",\n",
    "    markersize=20,\n",
    ")\n",
    "\n",
    "#Set plot title to \"We cannot use the tabular data as a filter due to missing values\"\n",
    "#increase the size of the title to 20\n",
    "ax.set_title(\"We cannot use the tabular data as a filter due to missing values\", fontsize=20)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Successful approach: create bounding box from MassDOT road geometries."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "randolph_ave = get_randolph_ave_shape()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:process_crash_data:Intersection crashes shape: (413, 29)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:process_crash_data:Upstream crashes shape: (767, 29)\n"
     ]
    }
   ],
   "source": [
    "intersection_crashes, upstream_crashes, randolph_ave_crashes = randolph_ave_upstream_vs_intersection(crash_geodf, randolph_ave)\n",
    "other_crashes = crash_geodf.loc[~crash_geodf.index.isin(set(randolph_ave_crashes.index))]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot randolph crashses in red and non-randolph crashes in blue\n",
    "fig, ax = plt.subplots(1, figsize=(7,7))\n",
    "\n",
    "other_crashes.plot(\n",
    "    ax=ax,\n",
    "    color=\"blue\",\n",
    "    markersize=10,\n",
    ")\n",
    "\n",
    "upstream_crashes.plot(\n",
    "    ax=ax,\n",
    "    color=\"yellow\",\n",
    "    markersize=20,\n",
    ")\n",
    "\n",
    "intersection_crashes.plot(\n",
    "    ax=ax,\n",
    "    color=\"red\",\n",
    "    markersize=20,\n",
    ")\n",
    "\n",
    "randolph_ave.plot(\n",
    "    ax=ax,\n",
    "    color=\"green\",\n",
    ")\n",
    "\n",
    "#Set plot title to \"We cannot use the tabular data as a filter due to missing values\"\n",
    "#increase the size of the title to 20\n",
    "ax.set_title(\"We distinguish between intersection and upstream crashes with another buffer filter\", fontsize=12)\n",
    "ctx.add_basemap(ax=ax, crs=\"EPSG:26986\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Make an interactive map of Randolph Ave crashes with popups giving more details on the crash"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "def popup_text(row):\n",
    "    result = f\"\"\"\n",
    "    Direction of Travel: {row['Vehicle_Travel_Directions']}<br>\n",
    "    Year: {row['year']}<br>\n",
    "    Time of Day: {row['Crash_Time']}<br>\n",
    "    Severity: {row['severity']}<br>\n",
    "    Where: {row['where']}<br>\n",
    "    \"\"\"\n",
    "    return result\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "severity\n",
       "Fatal Injury      7\n",
       "Major Injury     36\n",
       "Unknown          77\n",
       "Minor Injury    454\n",
       "No Injury       606\n",
       "Name: count, dtype: int64"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "randolph_ave_crashes[\"severity\"].value_counts(ascending=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><span style=\"color:#565656\">Make this Notebook Trusted to load map: File -> Trust Notebook</span><iframe srcdoc=\"&lt;!DOCTYPE html&gt;\n",
       "&lt;html&gt;\n",
       "&lt;head&gt;\n",
       "    \n",
       "    &lt;meta http-equiv=&quot;content-type&quot; content=&quot;text/html; charset=UTF-8&quot; /&gt;\n",
       "    \n",
       "        &lt;script&gt;\n",
       "            L_NO_TOUCH = false;\n",
       "            L_DISABLE_3D = false;\n",
       "        &lt;/script&gt;\n",
       "    \n",
       "    &lt;style&gt;html, body {width: 100%;height: 100%;margin: 0;padding: 0;}&lt;/style&gt;\n",
       "    &lt;style&gt;#map {position:absolute;top:0;bottom:0;right:0;left:0;}&lt;/style&gt;\n",
       "    &lt;script src=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.9.3/dist/leaflet.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://code.jquery.com/jquery-1.12.4.min.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://cdn.jsdelivr.net/npm/bootstrap@5.2.2/dist/js/bootstrap.bundle.min.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.9.3/dist/leaflet.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/bootstrap@5.2.2/dist/css/bootstrap.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://netdna.bootstrapcdn.com/bootstrap/3.0.0/css/bootstrap.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/@fortawesome/fontawesome-free@6.2.0/css/all.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/gh/python-visualization/folium/folium/templates/leaflet.awesome.rotate.min.css&quot;/&gt;\n",
       "    \n",
       "            &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width,\n",
       "                initial-scale=1.0, maximum-scale=1.0, user-scalable=no&quot; /&gt;\n",
       "            &lt;style&gt;\n",
       "                #map_643940f7ca30db73041d9d100bcc77eb {\n",
       "                    position: relative;\n",
       "                    width: 100.0%;\n",
       "                    height: 100.0%;\n",
       "                    left: 0.0%;\n",
       "                    top: 0.0%;\n",
       "                }\n",
       "                .leaflet-container { font-size: 1rem; }\n",
       "            &lt;/style&gt;\n",
       "        \n",
       "&lt;/head&gt;\n",
       "&lt;body&gt;\n",
       "    \n",
       "    \n",
       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_643940f7ca30db73041d9d100bcc77eb&quot; &gt;&lt;/div&gt;\n",
       "        \n",
       "&lt;/body&gt;\n",
       "&lt;script&gt;\n",
       "    \n",
       "    \n",
       "            var map_643940f7ca30db73041d9d100bcc77eb = L.map(\n",
       "                &quot;map_643940f7ca30db73041d9d100bcc77eb&quot;,\n",
       "                {\n",
       "                    center: [42.224225, -71.070639],\n",
       "                    crs: L.CRS.EPSG3857,\n",
       "                    zoom: 18,\n",
       "                    zoomControl: true,\n",
       "                    preferCanvas: false,\n",
       "                }\n",
       "            );\n",
       "\n",
       "            \n",
       "\n",
       "        \n",
       "    \n",
       "            var tile_layer_d4eec63ae6259519af3f435e849412f3 = L.tileLayer(\n",
       "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
       "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca target=\\&quot;_blank\\&quot; href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca target=\\&quot;_blank\\&quot; href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "            var circle_marker_5c7b4f84449ebdf3900153391928e66b = L.circleMarker(\n",
       "                [42.242720746552095, -71.06941413811579],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_c15597a13182659200bfddbc1c961350 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4ed954eb8284f4efdac9b78b13a9f2c4 = $(`&lt;div id=&quot;html_4ed954eb8284f4efdac9b78b13a9f2c4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: S&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 1:14 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c15597a13182659200bfddbc1c961350.setContent(html_4ed954eb8284f4efdac9b78b13a9f2c4);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_5c7b4f84449ebdf3900153391928e66b.bindPopup(popup_c15597a13182659200bfddbc1c961350)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_f796ae0c71e093ebcff6967e1fcaa0f9 = L.circleMarker(\n",
       "                [42.23452999741699, -71.06990999573414],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_7e643a9a2c3c3928c45d28345000b7b9 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3e1c392427591c34b032f914f6411079 = $(`&lt;div id=&quot;html_3e1c392427591c34b032f914f6411079&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 5:25 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_7e643a9a2c3c3928c45d28345000b7b9.setContent(html_3e1c392427591c34b032f914f6411079);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_f796ae0c71e093ebcff6967e1fcaa0f9.bindPopup(popup_7e643a9a2c3c3928c45d28345000b7b9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_404e60ce5524311ea3636f1f3095c695 = L.circleMarker(\n",
       "                [42.235809998389875, -71.06969000210495],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_e5a3585b2cc9c6405b5c9b0c86ab3c45 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f06bdebee93b739f414c04b9d3538fe3 = $(`&lt;div id=&quot;html_f06bdebee93b739f414c04b9d3538fe3&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2005&lt;br&gt;     Time of Day: 4:43 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e5a3585b2cc9c6405b5c9b0c86ab3c45.setContent(html_f06bdebee93b739f414c04b9d3538fe3);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_404e60ce5524311ea3636f1f3095c695.bindPopup(popup_e5a3585b2cc9c6405b5c9b0c86ab3c45)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_c37090b9fc08a7c8170b0d625b8107c1 = L.circleMarker(\n",
       "                [42.235809998389875, -71.06969000210495],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_01662134935552b054ebfe1952986654 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d97dc8077646d4cc7a0a9292b0232876 = $(`&lt;div id=&quot;html_d97dc8077646d4cc7a0a9292b0232876&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 3:50 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_01662134935552b054ebfe1952986654.setContent(html_d97dc8077646d4cc7a0a9292b0232876);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_c37090b9fc08a7c8170b0d625b8107c1.bindPopup(popup_01662134935552b054ebfe1952986654)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e9c3ccea9cf915f0dd4fce6c0b91f7a4 = L.circleMarker(\n",
       "                [42.23580867128526, -71.06969013156426],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_2b8c2708bdf84c5bc30742bcabe8698c = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b1e1852ce357abde3740e0da490df4d0 = $(`&lt;div id=&quot;html_b1e1852ce357abde3740e0da490df4d0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 12:18 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_2b8c2708bdf84c5bc30742bcabe8698c.setContent(html_b1e1852ce357abde3740e0da490df4d0);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_e9c3ccea9cf915f0dd4fce6c0b91f7a4.bindPopup(popup_2b8c2708bdf84c5bc30742bcabe8698c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_74cded5e073fb433e7466eb2232801b0 = L.circleMarker(\n",
       "                [42.2358049797914, -71.06969049167024],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_936ca54b075628988d5b6ed69c69090e = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5e551021f030f0c31cd951ef4d77faaf = $(`&lt;div id=&quot;html_5e551021f030f0c31cd951ef4d77faaf&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 7:05 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_936ca54b075628988d5b6ed69c69090e.setContent(html_5e551021f030f0c31cd951ef4d77faaf);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_74cded5e073fb433e7466eb2232801b0.bindPopup(popup_936ca54b075628988d5b6ed69c69090e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_4594db52b919fa2359be913383754ee1 = L.circleMarker(\n",
       "                [42.23533129073443, -71.06974256284745],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_cab7b1039c86610294c9aea3b8d564ee = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8a7e04b91a32a48f00901fbcc10c41e5 = $(`&lt;div id=&quot;html_8a7e04b91a32a48f00901fbcc10c41e5&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 4:03 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_cab7b1039c86610294c9aea3b8d564ee.setContent(html_8a7e04b91a32a48f00901fbcc10c41e5);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_4594db52b919fa2359be913383754ee1.bindPopup(popup_cab7b1039c86610294c9aea3b8d564ee)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d7102828d047045f2ab34bd60aac2dee = L.circleMarker(\n",
       "                [42.23526186539509, -71.0697552624226],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_ebbfbc14cec3b93067515f4cf586e23b = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_75a2906fd7c54a781aa1f9e73b0f8263 = $(`&lt;div id=&quot;html_75a2906fd7c54a781aa1f9e73b0f8263&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 10:54 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_ebbfbc14cec3b93067515f4cf586e23b.setContent(html_75a2906fd7c54a781aa1f9e73b0f8263);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d7102828d047045f2ab34bd60aac2dee.bindPopup(popup_ebbfbc14cec3b93067515f4cf586e23b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_0b807b3c4444968095e9b75a64ff562e = L.circleMarker(\n",
       "                [42.23526186539509, -71.0697552624226],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_08819e952bb59f2633f47f0bc08f5468 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e35ba9c44451649f8eb8e50dd3255405 = $(`&lt;div id=&quot;html_e35ba9c44451649f8eb8e50dd3255405&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 3:15 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_08819e952bb59f2633f47f0bc08f5468.setContent(html_e35ba9c44451649f8eb8e50dd3255405);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_0b807b3c4444968095e9b75a64ff562e.bindPopup(popup_08819e952bb59f2633f47f0bc08f5468)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_c0878f15bbe766c56add357546ee2016 = L.circleMarker(\n",
       "                [42.234941364871595, -71.06981285754195],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_df6a800b54fbf245a1e3ba3e09ea993a = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_55213bb065020ff5698a0d13fa651084 = $(`&lt;div id=&quot;html_55213bb065020ff5698a0d13fa651084&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 5:44 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_df6a800b54fbf245a1e3ba3e09ea993a.setContent(html_55213bb065020ff5698a0d13fa651084);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_c0878f15bbe766c56add357546ee2016.bindPopup(popup_df6a800b54fbf245a1e3ba3e09ea993a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_cd6cc1708db326284632c4b72b0a7db3 = L.circleMarker(\n",
       "                [42.23466454100564, -71.06987377623445],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_b9230fe8e48e0172bdd6ad0780014b5d = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4508d3ffe505326bc56713a9a7d89d11 = $(`&lt;div id=&quot;html_4508d3ffe505326bc56713a9a7d89d11&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 6:09 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_b9230fe8e48e0172bdd6ad0780014b5d.setContent(html_4508d3ffe505326bc56713a9a7d89d11);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_cd6cc1708db326284632c4b72b0a7db3.bindPopup(popup_b9230fe8e48e0172bdd6ad0780014b5d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_cb8b35ea372b413d24cd1517aca91f14 = L.circleMarker(\n",
       "                [42.234530000453475, -71.06990999995877],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_8dda496d03427ef73d3f778390e162de = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a271b5829e6938dbbd3962a82e218049 = $(`&lt;div id=&quot;html_a271b5829e6938dbbd3962a82e218049&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 7:28 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_8dda496d03427ef73d3f778390e162de.setContent(html_a271b5829e6938dbbd3962a82e218049);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_cb8b35ea372b413d24cd1517aca91f14.bindPopup(popup_8dda496d03427ef73d3f778390e162de)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_cd8212ed95dfc99c4744b4a748af994c = L.circleMarker(\n",
       "                [42.234530000453475, -71.06990999995877],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_809cc0b09522e89ce2ffa3f8c98e9b78 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c37e3dfdbf91da33a97fcc23f405eb3d = $(`&lt;div id=&quot;html_c37e3dfdbf91da33a97fcc23f405eb3d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: E&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 9:37 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_809cc0b09522e89ce2ffa3f8c98e9b78.setContent(html_c37e3dfdbf91da33a97fcc23f405eb3d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_cd8212ed95dfc99c4744b4a748af994c.bindPopup(popup_809cc0b09522e89ce2ffa3f8c98e9b78)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_82eaad0a44cf2b020df918c185f681d5 = L.circleMarker(\n",
       "                [42.23453000045337, -71.0699099999589],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_e2ddbe87de7165371b3420f5af923534 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_cc319a10b0f5035fcebbed1947c9cf0e = $(`&lt;div id=&quot;html_cc319a10b0f5035fcebbed1947c9cf0e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2011&lt;br&gt;     Time of Day: 10:18 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e2ddbe87de7165371b3420f5af923534.setContent(html_cc319a10b0f5035fcebbed1947c9cf0e);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_82eaad0a44cf2b020df918c185f681d5.bindPopup(popup_e2ddbe87de7165371b3420f5af923534)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8c4d71e5bce955de0668ca85a4c2f898 = L.circleMarker(\n",
       "                [42.23440387971103, -71.069946052823],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_581c84e50d442878913b28a69589ad9a = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_40eb404ad58b1d25f88bd6167bdb1a1b = $(`&lt;div id=&quot;html_40eb404ad58b1d25f88bd6167bdb1a1b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 8:30 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_581c84e50d442878913b28a69589ad9a.setContent(html_40eb404ad58b1d25f88bd6167bdb1a1b);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_8c4d71e5bce955de0668ca85a4c2f898.bindPopup(popup_581c84e50d442878913b28a69589ad9a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_dedb79daae8648dd8855fb55db56724b = L.circleMarker(\n",
       "                [42.23368999925939, -71.07018000208427],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_14789c299af4b8b3730785969b28188f = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_32f20a637eb98bda1ec713f87450f5b3 = $(`&lt;div id=&quot;html_32f20a637eb98bda1ec713f87450f5b3&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2014&lt;br&gt;     Time of Day: 5:10 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_14789c299af4b8b3730785969b28188f.setContent(html_32f20a637eb98bda1ec713f87450f5b3);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_dedb79daae8648dd8855fb55db56724b.bindPopup(popup_14789c299af4b8b3730785969b28188f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_53e1ac0c5d2c84ab8f039eaa98e52391 = L.circleMarker(\n",
       "                [42.234297832392855, -71.0699740574559],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_55c83b2865f97968f3709855dcb2c15b = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_220559a15203b12da8a7a2a548a2c52f = $(`&lt;div id=&quot;html_220559a15203b12da8a7a2a548a2c52f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S  / V3: N&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 3:41 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_55c83b2865f97968f3709855dcb2c15b.setContent(html_220559a15203b12da8a7a2a548a2c52f);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_53e1ac0c5d2c84ab8f039eaa98e52391.bindPopup(popup_55c83b2865f97968f3709855dcb2c15b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_7ed94fb2bf2400164eab64cabf384d28 = L.circleMarker(\n",
       "                [42.234297832392855, -71.0699740574559],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_2e7c16499fca49f7301057db0decf047 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a13406f43840f98ca325de06782e41a8 = $(`&lt;div id=&quot;html_a13406f43840f98ca325de06782e41a8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2020&lt;br&gt;     Time of Day: 4:30 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_2e7c16499fca49f7301057db0decf047.setContent(html_a13406f43840f98ca325de06782e41a8);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_7ed94fb2bf2400164eab64cabf384d28.bindPopup(popup_2e7c16499fca49f7301057db0decf047)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_cd231273ff8e4109de1c821a9d39256b = L.circleMarker(\n",
       "                [42.23429783193435, -71.06997405728855],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_20f5939594ef6c76b53e8723378a88a2 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f13d1b05d412cc056772c07393dad95e = $(`&lt;div id=&quot;html_f13d1b05d412cc056772c07393dad95e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 8:51 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_20f5939594ef6c76b53e8723378a88a2.setContent(html_f13d1b05d412cc056772c07393dad95e);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_cd231273ff8e4109de1c821a9d39256b.bindPopup(popup_20f5939594ef6c76b53e8723378a88a2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_1fd5cb6203d9de0d4cb27e88b6b37469 = L.circleMarker(\n",
       "                [42.23427924337756, -71.06998025377871],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_ee7943c510cb4dcc707c3029ddc0e1e9 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6569b058f4987f38d6fcaa4c0d83232d = $(`&lt;div id=&quot;html_6569b058f4987f38d6fcaa4c0d83232d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 6:18 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_ee7943c510cb4dcc707c3029ddc0e1e9.setContent(html_6569b058f4987f38d6fcaa4c0d83232d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_1fd5cb6203d9de0d4cb27e88b6b37469.bindPopup(popup_ee7943c510cb4dcc707c3029ddc0e1e9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_98a5885df4e8f808db476f228bffe1b7 = L.circleMarker(\n",
       "                [42.23427924337756, -71.06998025377871],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_85d3673721d4ba3c5747b6d3efaa9077 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_56fec16695ecdf3f5d95ff4e5917cb39 = $(`&lt;div id=&quot;html_56fec16695ecdf3f5d95ff4e5917cb39&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2002&lt;br&gt;     Time of Day: 6:40 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_85d3673721d4ba3c5747b6d3efaa9077.setContent(html_56fec16695ecdf3f5d95ff4e5917cb39);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_98a5885df4e8f808db476f228bffe1b7.bindPopup(popup_85d3673721d4ba3c5747b6d3efaa9077)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_0399586654e5ecb1eccf485727c7446d = L.circleMarker(\n",
       "                [42.234271048622986, -71.06998298549668],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_3c070aeb93539a4529e796223625b466 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ca7d3bd44df906f1feba6632109b1d50 = $(`&lt;div id=&quot;html_ca7d3bd44df906f1feba6632109b1d50&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 6:56 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_3c070aeb93539a4529e796223625b466.setContent(html_ca7d3bd44df906f1feba6632109b1d50);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_0399586654e5ecb1eccf485727c7446d.bindPopup(popup_3c070aeb93539a4529e796223625b466)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_6ded09f2e50d8d1a52d802758d9ce1ae = L.circleMarker(\n",
       "                [42.234271048622986, -71.06998298549668],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_fcd29bdeff40151d9e2261d2c024841c = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ae838c462172ac24b6a14c76d972e783 = $(`&lt;div id=&quot;html_ae838c462172ac24b6a14c76d972e783&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 1:24 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_fcd29bdeff40151d9e2261d2c024841c.setContent(html_ae838c462172ac24b6a14c76d972e783);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_6ded09f2e50d8d1a52d802758d9ce1ae.bindPopup(popup_fcd29bdeff40151d9e2261d2c024841c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_bfc6ca20538b00861b48f8674d508c3b = L.circleMarker(\n",
       "                [42.234271048622986, -71.06998298549668],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_eef7e27b3afec7af8214a09fd82ca236 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8db19dab52b56d2c8864d0095212ca88 = $(`&lt;div id=&quot;html_8db19dab52b56d2c8864d0095212ca88&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: N  / V3: S&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 10:37 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_eef7e27b3afec7af8214a09fd82ca236.setContent(html_8db19dab52b56d2c8864d0095212ca88);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_bfc6ca20538b00861b48f8674d508c3b.bindPopup(popup_eef7e27b3afec7af8214a09fd82ca236)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_59b32d6a89ac0339492e25944274693c = L.circleMarker(\n",
       "                [42.234271045625256, -71.06998298649602],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_43f88f49d9e70556dd2abfdd429c6ba9 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6dc5d9a7ba4f74baed537be8c4988c1d = $(`&lt;div id=&quot;html_6dc5d9a7ba4f74baed537be8c4988c1d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 10:57 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_43f88f49d9e70556dd2abfdd429c6ba9.setContent(html_6dc5d9a7ba4f74baed537be8c4988c1d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_59b32d6a89ac0339492e25944274693c.bindPopup(popup_43f88f49d9e70556dd2abfdd429c6ba9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_946003d65fdfb2c068a828463f5384dc = L.circleMarker(\n",
       "                [42.23419000215459, -71.07001000226262],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_e95ea7a04a0a485f9ed1ed7eb618a329 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3d1c9a162ac7bda71e617f5d202ada06 = $(`&lt;div id=&quot;html_3d1c9a162ac7bda71e617f5d202ada06&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: S&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 6:03 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e95ea7a04a0a485f9ed1ed7eb618a329.setContent(html_3d1c9a162ac7bda71e617f5d202ada06);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_946003d65fdfb2c068a828463f5384dc.bindPopup(popup_e95ea7a04a0a485f9ed1ed7eb618a329)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_3de0ffb0ed57d96e13328938e22c7fc4 = L.circleMarker(\n",
       "                [42.234190001148136, -71.07001000079505],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_998c3c6f7aa03174965e9b8d5ada9d78 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_38d24c00f58269d06d99d1e91856e003 = $(`&lt;div id=&quot;html_38d24c00f58269d06d99d1e91856e003&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 10:57 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_998c3c6f7aa03174965e9b8d5ada9d78.setContent(html_38d24c00f58269d06d99d1e91856e003);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_3de0ffb0ed57d96e13328938e22c7fc4.bindPopup(popup_998c3c6f7aa03174965e9b8d5ada9d78)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_235629701208ee1eb2e447daf3bc6002 = L.circleMarker(\n",
       "                [42.233939094576996, -71.07008983603919],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_deb0f9ec8ff1dd39021d2a13ac304904 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_09c4dcd99a89f8ca62cf175271f2f2a6 = $(`&lt;div id=&quot;html_09c4dcd99a89f8ca62cf175271f2f2a6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S  / V3: S&lt;br&gt;     Year: 2005&lt;br&gt;     Time of Day: 11:09 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_deb0f9ec8ff1dd39021d2a13ac304904.setContent(html_09c4dcd99a89f8ca62cf175271f2f2a6);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_235629701208ee1eb2e447daf3bc6002.bindPopup(popup_deb0f9ec8ff1dd39021d2a13ac304904)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_03a2582125d8cae48f70734e5784b28f = L.circleMarker(\n",
       "                [42.235809999598814, -71.06969000198697],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_938dc6d2e6a729788a3223bb9e344304 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0ce9a98f2627bd2053a523c161aec6f0 = $(`&lt;div id=&quot;html_0ce9a98f2627bd2053a523c161aec6f0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: W&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 5:00 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_938dc6d2e6a729788a3223bb9e344304.setContent(html_0ce9a98f2627bd2053a523c161aec6f0);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_03a2582125d8cae48f70734e5784b28f.bindPopup(popup_938dc6d2e6a729788a3223bb9e344304)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_f2e8cb6eb5d61e781e8db2d999c63eb9 = L.circleMarker(\n",
       "                [42.235809999598814, -71.06969000198697],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_e622ca07f28cfeb23928b7e4c5594869 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_264796770fdf51c2359e41d8e8836e78 = $(`&lt;div id=&quot;html_264796770fdf51c2359e41d8e8836e78&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2004&lt;br&gt;     Time of Day: 9:26 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e622ca07f28cfeb23928b7e4c5594869.setContent(html_264796770fdf51c2359e41d8e8836e78);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_f2e8cb6eb5d61e781e8db2d999c63eb9.bindPopup(popup_e622ca07f28cfeb23928b7e4c5594869)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d37a72e68e49368d6155adcb0c716996 = L.circleMarker(\n",
       "                [42.235809999598814, -71.06969000198697],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_0beb8cc83d1386538eeec7eb0bc4b0c8 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ed657d449326518426ca6774b3b323a0 = $(`&lt;div id=&quot;html_ed657d449326518426ca6774b3b323a0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2011&lt;br&gt;     Time of Day: 2:15 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_0beb8cc83d1386538eeec7eb0bc4b0c8.setContent(html_ed657d449326518426ca6774b3b323a0);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d37a72e68e49368d6155adcb0c716996.bindPopup(popup_0beb8cc83d1386538eeec7eb0bc4b0c8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_de3924877f863de72fff277e3affda70 = L.circleMarker(\n",
       "                [42.2358099995989, -71.06969000198697],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_bf9a99e3f0505f1a0c0ac4a5bce2ef24 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0f236eab0f91f0f9d77391711aacf725 = $(`&lt;div id=&quot;html_0f236eab0f91f0f9d77391711aacf725&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2012&lt;br&gt;     Time of Day: 6:01 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_bf9a99e3f0505f1a0c0ac4a5bce2ef24.setContent(html_0f236eab0f91f0f9d77391711aacf725);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_de3924877f863de72fff277e3affda70.bindPopup(popup_bf9a99e3f0505f1a0c0ac4a5bce2ef24)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d6c450bf6b78c02ac1f2b1b94042d501 = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_69a4a718a0f22ae115e3eb2e2de65340 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_2115133273cae0215b9fb7b7f63a1e40 = $(`&lt;div id=&quot;html_2115133273cae0215b9fb7b7f63a1e40&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 1:50 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_69a4a718a0f22ae115e3eb2e2de65340.setContent(html_2115133273cae0215b9fb7b7f63a1e40);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d6c450bf6b78c02ac1f2b1b94042d501.bindPopup(popup_69a4a718a0f22ae115e3eb2e2de65340)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_152f175bd0811a0a3ed3b532e58241bf = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_c328e199afb4aa36d0b3086381d929ac = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b5ee1c373f9d1ed227ec176abed81933 = $(`&lt;div id=&quot;html_b5ee1c373f9d1ed227ec176abed81933&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2014&lt;br&gt;     Time of Day: 4:28 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c328e199afb4aa36d0b3086381d929ac.setContent(html_b5ee1c373f9d1ed227ec176abed81933);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_152f175bd0811a0a3ed3b532e58241bf.bindPopup(popup_c328e199afb4aa36d0b3086381d929ac)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_338248296aa62ee13483be8f08180ee8 = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_e0ba60f4b74a84564c27462eb19d4701 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_882ad0b0f01bd43e1fcb041ad549173c = $(`&lt;div id=&quot;html_882ad0b0f01bd43e1fcb041ad549173c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2005&lt;br&gt;     Time of Day: 12:17 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e0ba60f4b74a84564c27462eb19d4701.setContent(html_882ad0b0f01bd43e1fcb041ad549173c);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_338248296aa62ee13483be8f08180ee8.bindPopup(popup_e0ba60f4b74a84564c27462eb19d4701)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_a2d11e1bbca5f8ad1e6895f900447a83 = L.circleMarker(\n",
       "                [42.23855999782213, -71.06956000388959],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_88871e29cd25fda616a94101e3dc2804 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_93499acb32c626286d68472951868e7b = $(`&lt;div id=&quot;html_93499acb32c626286d68472951868e7b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: N&lt;br&gt;     Year: 2023&lt;br&gt;     Time of Day: 9:55 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_88871e29cd25fda616a94101e3dc2804.setContent(html_93499acb32c626286d68472951868e7b);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_a2d11e1bbca5f8ad1e6895f900447a83.bindPopup(popup_88871e29cd25fda616a94101e3dc2804)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_5000e691b6c5d36b746c5bbfe2b4429a = L.circleMarker(\n",
       "                [42.23855999692184, -71.06956000389569],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_49cf52b3f6fb451e1dd226109a05a28c = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6780a222e227c8f54f5d0e361dab7e87 = $(`&lt;div id=&quot;html_6780a222e227c8f54f5d0e361dab7e87&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N  / V3: E&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 7:53 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_49cf52b3f6fb451e1dd226109a05a28c.setContent(html_6780a222e227c8f54f5d0e361dab7e87);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_5000e691b6c5d36b746c5bbfe2b4429a.bindPopup(popup_49cf52b3f6fb451e1dd226109a05a28c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_1f8d8cc7d6945b7cc34b53e766c5e3e7 = L.circleMarker(\n",
       "                [42.23855999692184, -71.06956000389569],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_839e5736c6879318c089e70f7591eee4 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_924c98652f99ef5f4ee0238d259c08ef = $(`&lt;div id=&quot;html_924c98652f99ef5f4ee0238d259c08ef&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 11:14 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_839e5736c6879318c089e70f7591eee4.setContent(html_924c98652f99ef5f4ee0238d259c08ef);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_1f8d8cc7d6945b7cc34b53e766c5e3e7.bindPopup(popup_839e5736c6879318c089e70f7591eee4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_a09f1ba68245483b2a490e343ac9bd98 = L.circleMarker(\n",
       "                [42.23855999692184, -71.06956000389569],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_c710391e636122ffadcef8c8c5c8118c = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_867ddec2f0be0a9bcc7bd921174d2ad8 = $(`&lt;div id=&quot;html_867ddec2f0be0a9bcc7bd921174d2ad8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 9:12 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c710391e636122ffadcef8c8c5c8118c.setContent(html_867ddec2f0be0a9bcc7bd921174d2ad8);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_a09f1ba68245483b2a490e343ac9bd98.bindPopup(popup_c710391e636122ffadcef8c8c5c8118c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d126bb13c2a95dddeaf03937ec905174 = L.circleMarker(\n",
       "                [42.238555146913185, -71.06956017989218],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_09970cb82cd990f6381d1edc1d351bcd = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_7055b158935db497bf8fedc807f98d25 = $(`&lt;div id=&quot;html_7055b158935db497bf8fedc807f98d25&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 1:27 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_09970cb82cd990f6381d1edc1d351bcd.setContent(html_7055b158935db497bf8fedc807f98d25);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d126bb13c2a95dddeaf03937ec905174.bindPopup(popup_09970cb82cd990f6381d1edc1d351bcd)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_7204274c8cb8b02764797b2e1826edc5 = L.circleMarker(\n",
       "                [42.23854209214019, -71.0695606610059],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_8456c3b4e4c434213442bc03c4cb3eee = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_de3cca7fa63eb59efa47e8ce3b1120fb = $(`&lt;div id=&quot;html_de3cca7fa63eb59efa47e8ce3b1120fb&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 8:45 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_8456c3b4e4c434213442bc03c4cb3eee.setContent(html_de3cca7fa63eb59efa47e8ce3b1120fb);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_7204274c8cb8b02764797b2e1826edc5.bindPopup(popup_8456c3b4e4c434213442bc03c4cb3eee)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_ea4318311fda93cc7600352dedff4f99 = L.circleMarker(\n",
       "                [42.23847467543842, -71.06956314554279],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_fdb27c7c6bda3ed8a1c933241a436ad8 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_add51804022c354921c8d2d0fed3f32d = $(`&lt;div id=&quot;html_add51804022c354921c8d2d0fed3f32d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2012&lt;br&gt;     Time of Day: 2:22 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_fdb27c7c6bda3ed8a1c933241a436ad8.setContent(html_add51804022c354921c8d2d0fed3f32d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_ea4318311fda93cc7600352dedff4f99.bindPopup(popup_fdb27c7c6bda3ed8a1c933241a436ad8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8d7ff00221f24873e54a0be084ca3d75 = L.circleMarker(\n",
       "                [42.23841130704225, -71.06956548088068],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_9b86cc6e9a74339b1792c26d3993c0cf = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_bfa58717745e6e87b65153942f34f8a2 = $(`&lt;div id=&quot;html_bfa58717745e6e87b65153942f34f8a2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: N&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 1:43 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_9b86cc6e9a74339b1792c26d3993c0cf.setContent(html_bfa58717745e6e87b65153942f34f8a2);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_8d7ff00221f24873e54a0be084ca3d75.bindPopup(popup_9b86cc6e9a74339b1792c26d3993c0cf)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_bf140e085dde978d3ecc8b5cd3116a9a = L.circleMarker(\n",
       "                [42.23835196343729, -71.06956857702426],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_ee0c12980ce4580db847a4a0d1748734 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ced07e9ecc32cb77e64758451fdcbae9 = $(`&lt;div id=&quot;html_ced07e9ecc32cb77e64758451fdcbae9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2020&lt;br&gt;     Time of Day: 4:08 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_ee0c12980ce4580db847a4a0d1748734.setContent(html_ced07e9ecc32cb77e64758451fdcbae9);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_bf140e085dde978d3ecc8b5cd3116a9a.bindPopup(popup_ee0c12980ce4580db847a4a0d1748734)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_076f9995d2246cca0ebf74eb315d42cf = L.circleMarker(\n",
       "                [42.23828569443558, -71.06957011011292],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_73149d70fc120c33e812d4e3e7a2f31c = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1a2b77957a3c68737a3ef8fdff16e52f = $(`&lt;div id=&quot;html_1a2b77957a3c68737a3ef8fdff16e52f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: S&lt;br&gt;     Year: 2002&lt;br&gt;     Time of Day: 2:27 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_73149d70fc120c33e812d4e3e7a2f31c.setContent(html_1a2b77957a3c68737a3ef8fdff16e52f);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_076f9995d2246cca0ebf74eb315d42cf.bindPopup(popup_73149d70fc120c33e812d4e3e7a2f31c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_1c8f4390a15184c7f16270dd10aff761 = L.circleMarker(\n",
       "                [42.23801138561205, -71.06958021921882],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_ba8d71ec8076b1ceaf2158d42e5e7213 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8aa2678ef64647e4b555c86f9533770a = $(`&lt;div id=&quot;html_8aa2678ef64647e4b555c86f9533770a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S  / V3: S&lt;br&gt;     Year: 2006&lt;br&gt;     Time of Day: 7:22 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_ba8d71ec8076b1ceaf2158d42e5e7213.setContent(html_8aa2678ef64647e4b555c86f9533770a);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_1c8f4390a15184c7f16270dd10aff761.bindPopup(popup_ba8d71ec8076b1ceaf2158d42e5e7213)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e6301f77d6c399ac9fc08b5bfcecba99 = L.circleMarker(\n",
       "                [42.237684171037024, -71.0695941774069],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_2a5d209901ca1c61f5655865d5c1995d = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_cfff0fb8d6d89a7181198c9eae407a6b = $(`&lt;div id=&quot;html_cfff0fb8d6d89a7181198c9eae407a6b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2006&lt;br&gt;     Time of Day: 4:11 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_2a5d209901ca1c61f5655865d5c1995d.setContent(html_cfff0fb8d6d89a7181198c9eae407a6b);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_e6301f77d6c399ac9fc08b5bfcecba99.bindPopup(popup_2a5d209901ca1c61f5655865d5c1995d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_f9fa62acc7283ab3eb1fe5b2edbbbcb1 = L.circleMarker(\n",
       "                [42.23749746446442, -71.06960361374745],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_56e71c2efb8dbf91deef152d1599cab3 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5973a09aea07db0a547afc656fb40732 = $(`&lt;div id=&quot;html_5973a09aea07db0a547afc656fb40732&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 3:19 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_56e71c2efb8dbf91deef152d1599cab3.setContent(html_5973a09aea07db0a547afc656fb40732);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_f9fa62acc7283ab3eb1fe5b2edbbbcb1.bindPopup(popup_56e71c2efb8dbf91deef152d1599cab3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b1577d8ceac4c23999c28b825b96c1ef = L.circleMarker(\n",
       "                [42.23240426540115, -71.07062855104054],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_82c73884bce6cd59e181fab23fe78bf1 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_221ca4cf2d879d2450867206bb730d18 = $(`&lt;div id=&quot;html_221ca4cf2d879d2450867206bb730d18&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2011&lt;br&gt;     Time of Day: 2:34 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_82c73884bce6cd59e181fab23fe78bf1.setContent(html_221ca4cf2d879d2450867206bb730d18);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_b1577d8ceac4c23999c28b825b96c1ef.bindPopup(popup_82c73884bce6cd59e181fab23fe78bf1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b2a61b44dd19b6a8cf6ebf392fa58201 = L.circleMarker(\n",
       "                [42.231939579213346, -71.0707963821658],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_07a273777399bb5ad21ff6f24b32e328 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_fe44c477eb55c8674a41774bd6cebd7d = $(`&lt;div id=&quot;html_fe44c477eb55c8674a41774bd6cebd7d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S  / V3: S&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 5:55 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_07a273777399bb5ad21ff6f24b32e328.setContent(html_fe44c477eb55c8674a41774bd6cebd7d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_b2a61b44dd19b6a8cf6ebf392fa58201.bindPopup(popup_07a273777399bb5ad21ff6f24b32e328)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_ce9248c25d4b6add229c4eee99d5430d = L.circleMarker(\n",
       "                [42.237409219916245, -71.0696085385696],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_9de4f353e49ded014523add630da0671 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3d25b408422ae0a6183287d552678d5a = $(`&lt;div id=&quot;html_3d25b408422ae0a6183287d552678d5a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2014&lt;br&gt;     Time of Day: 9:27 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_9de4f353e49ded014523add630da0671.setContent(html_3d25b408422ae0a6183287d552678d5a);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_ce9248c25d4b6add229c4eee99d5430d.bindPopup(popup_9de4f353e49ded014523add630da0671)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_6653886311d7b18f0542646a65e52b60 = L.circleMarker(\n",
       "                [42.23732886085795, -71.06961302241946],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_cda7a9b544c7f4959e528ddb928cc220 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c77b25a2ba8801aec02993f7adace544 = $(`&lt;div id=&quot;html_c77b25a2ba8801aec02993f7adace544&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 4:19 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_cda7a9b544c7f4959e528ddb928cc220.setContent(html_c77b25a2ba8801aec02993f7adace544);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_6653886311d7b18f0542646a65e52b60.bindPopup(popup_cda7a9b544c7f4959e528ddb928cc220)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_11e8796501d6affac8e6fd85bf8aa6ca = L.circleMarker(\n",
       "                [42.2369069163133, -71.06963657126721],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_23acbb02f8792be8e0187801144c41e9 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b0bb37644b9d58d959038c9303157ff2 = $(`&lt;div id=&quot;html_b0bb37644b9d58d959038c9303157ff2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2011&lt;br&gt;     Time of Day: 5:13 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_23acbb02f8792be8e0187801144c41e9.setContent(html_b0bb37644b9d58d959038c9303157ff2);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_11e8796501d6affac8e6fd85bf8aa6ca.bindPopup(popup_23acbb02f8792be8e0187801144c41e9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_65260ff35379072be2c65dc743cd2524 = L.circleMarker(\n",
       "                [42.23581000130502, -71.06969000403888],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_b7c7a5f6731fca8c9cdf3d88e03d2c54 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e8c75b69710b8437779578f7548c8ff2 = $(`&lt;div id=&quot;html_e8c75b69710b8437779578f7548c8ff2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2020&lt;br&gt;     Time of Day: 2:44 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_b7c7a5f6731fca8c9cdf3d88e03d2c54.setContent(html_e8c75b69710b8437779578f7548c8ff2);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_65260ff35379072be2c65dc743cd2524.bindPopup(popup_b7c7a5f6731fca8c9cdf3d88e03d2c54)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d5f094127f5d1ecff05c21b6d926bf76 = L.circleMarker(\n",
       "                [42.23581000130502, -71.06969000403888],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_4a247a2e6164d56373544b117651ffc4 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a28651ddd7f60311d8cb06f85339e477 = $(`&lt;div id=&quot;html_a28651ddd7f60311d8cb06f85339e477&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 4:28 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_4a247a2e6164d56373544b117651ffc4.setContent(html_a28651ddd7f60311d8cb06f85339e477);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d5f094127f5d1ecff05c21b6d926bf76.bindPopup(popup_4a247a2e6164d56373544b117651ffc4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_4092de8e5743b443aec667175fa1e0a9 = L.circleMarker(\n",
       "                [42.2358099995989, -71.06969000198697],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_0284844414ce32a842cbbeabad703571 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_fa8a02d3966574d14fd67427319c3390 = $(`&lt;div id=&quot;html_fa8a02d3966574d14fd67427319c3390&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: N  / V4: S  / V5: S&lt;br&gt;     Year: 2012&lt;br&gt;     Time of Day: 10:22 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_0284844414ce32a842cbbeabad703571.setContent(html_fa8a02d3966574d14fd67427319c3390);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_4092de8e5743b443aec667175fa1e0a9.bindPopup(popup_0284844414ce32a842cbbeabad703571)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_c3e3250a2730b662d23936bb7721e704 = L.circleMarker(\n",
       "                [42.2358099995989, -71.06969000198697],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_41c28d17434a2af02b5b6e5799d615d3 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_fee89afa715899ac835d29020d267c01 = $(`&lt;div id=&quot;html_fee89afa715899ac835d29020d267c01&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2010&lt;br&gt;     Time of Day: 10:03 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_41c28d17434a2af02b5b6e5799d615d3.setContent(html_fee89afa715899ac835d29020d267c01);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_c3e3250a2730b662d23936bb7721e704.bindPopup(popup_41c28d17434a2af02b5b6e5799d615d3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_01da9181ab07cfa99fe376e01a469aa5 = L.circleMarker(\n",
       "                [42.23368999946742, -71.07018000198026],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_3d81cfae3fd3f543a3345987186a208a = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_cda6bcb1f9fbbc822b4e113caf502efa = $(`&lt;div id=&quot;html_cda6bcb1f9fbbc822b4e113caf502efa&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: N&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 6:47 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_3d81cfae3fd3f543a3345987186a208a.setContent(html_cda6bcb1f9fbbc822b4e113caf502efa);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_01da9181ab07cfa99fe376e01a469aa5.bindPopup(popup_3d81cfae3fd3f543a3345987186a208a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d2ecb4f840993e012de59e46cccff291 = L.circleMarker(\n",
       "                [42.23368999925939, -71.07018000208427],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_79f9285b60cec2ddec10f3cab5db2dc9 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f0dc41c19be6e2f1a5200bb6c62a6c7d = $(`&lt;div id=&quot;html_f0dc41c19be6e2f1a5200bb6c62a6c7d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 5:59 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_79f9285b60cec2ddec10f3cab5db2dc9.setContent(html_f0dc41c19be6e2f1a5200bb6c62a6c7d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d2ecb4f840993e012de59e46cccff291.bindPopup(popup_79f9285b60cec2ddec10f3cab5db2dc9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_653fe254f46ead714d02f0274aa3f5c4 = L.circleMarker(\n",
       "                [42.23118668037956, -71.07106443964109],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_7ceaefef9ccb98cbb69853b951db8812 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0adc3c5d0b1aa2ee4540cd2dc33eb2b6 = $(`&lt;div id=&quot;html_0adc3c5d0b1aa2ee4540cd2dc33eb2b6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2004&lt;br&gt;     Time of Day: 1:43 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_7ceaefef9ccb98cbb69853b951db8812.setContent(html_0adc3c5d0b1aa2ee4540cd2dc33eb2b6);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_653fe254f46ead714d02f0274aa3f5c4.bindPopup(popup_7ceaefef9ccb98cbb69853b951db8812)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e2dcc596d80406d745cca2de6b7f9f74 = L.circleMarker(\n",
       "                [42.24280402900553, -71.06944003093844],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_4a03d85c8805d4eb5e724d01210c63d3 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3330df26530102cbcde422f5da0a5307 = $(`&lt;div id=&quot;html_3330df26530102cbcde422f5da0a5307&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: E&lt;br&gt;     Year: 2002&lt;br&gt;     Time of Day: 7:10 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_4a03d85c8805d4eb5e724d01210c63d3.setContent(html_3330df26530102cbcde422f5da0a5307);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_e2dcc596d80406d745cca2de6b7f9f74.bindPopup(popup_4a03d85c8805d4eb5e724d01210c63d3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_fa74b377bc47745a04ba93829a28eac5 = L.circleMarker(\n",
       "                [42.22636167267226, -71.07085861166242],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_91f6d3b08f09cc746c689204999d21da = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_fcd2dcec26ee18d830f205ebeeff5b5a = $(`&lt;div id=&quot;html_fcd2dcec26ee18d830f205ebeeff5b5a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 12:11 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_91f6d3b08f09cc746c689204999d21da.setContent(html_fcd2dcec26ee18d830f205ebeeff5b5a);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_fa74b377bc47745a04ba93829a28eac5.bindPopup(popup_91f6d3b08f09cc746c689204999d21da)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_9c19847ccf99feb5e5ec422e6881ce8f = L.circleMarker(\n",
       "                [42.22625129912835, -71.07084905233174],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_de733744fd195965187bc0e5310d17cc = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_448ba5453e5618b50b7c56d0187036c6 = $(`&lt;div id=&quot;html_448ba5453e5618b50b7c56d0187036c6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2011&lt;br&gt;     Time of Day: 3:57 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_de733744fd195965187bc0e5310d17cc.setContent(html_448ba5453e5618b50b7c56d0187036c6);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_9c19847ccf99feb5e5ec422e6881ce8f.bindPopup(popup_de733744fd195965187bc0e5310d17cc)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b6faf1c5c34bb82a1cf94ded65300ce2 = L.circleMarker(\n",
       "                [42.22552048606239, -71.0707857580741],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_72ed0d4c0ea329b5824b7c1371c1f61d = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b1b88ca0d1ca49350842d4fa207937d4 = $(`&lt;div id=&quot;html_b1b88ca0d1ca49350842d4fa207937d4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2006&lt;br&gt;     Time of Day: 10:00 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_72ed0d4c0ea329b5824b7c1371c1f61d.setContent(html_b1b88ca0d1ca49350842d4fa207937d4);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_b6faf1c5c34bb82a1cf94ded65300ce2.bindPopup(popup_72ed0d4c0ea329b5824b7c1371c1f61d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_55f0bed86458b4705792b59d444e74ff = L.circleMarker(\n",
       "                [42.22531374211224, -71.07076449364374],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_8ef9e94fecf67d25bd6b0d1e495f5d64 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3101b7589912170979dfa04dac097851 = $(`&lt;div id=&quot;html_3101b7589912170979dfa04dac097851&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2010&lt;br&gt;     Time of Day: 2:28 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_8ef9e94fecf67d25bd6b0d1e495f5d64.setContent(html_3101b7589912170979dfa04dac097851);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_55f0bed86458b4705792b59d444e74ff.bindPopup(popup_8ef9e94fecf67d25bd6b0d1e495f5d64)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_5f4caaa89365f191a8a9c05bfbc294b3 = L.circleMarker(\n",
       "                [42.225040306424965, -71.07073337019165],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_00e8d843fa0d5a288e630a2537253e02 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_42c721008254f845ba9eef5b57d5930f = $(`&lt;div id=&quot;html_42c721008254f845ba9eef5b57d5930f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2006&lt;br&gt;     Time of Day: 2:42 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_00e8d843fa0d5a288e630a2537253e02.setContent(html_42c721008254f845ba9eef5b57d5930f);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_5f4caaa89365f191a8a9c05bfbc294b3.bindPopup(popup_00e8d843fa0d5a288e630a2537253e02)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_87b0902a72158579fd9940bd1e46bacc = L.circleMarker(\n",
       "                [42.22476584139524, -71.07071651923695],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_beb4ab28cc1b92643e5f5089e8a01300 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_73b78e7b7582ce2eb37cc9afc13ee616 = $(`&lt;div id=&quot;html_73b78e7b7582ce2eb37cc9afc13ee616&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2016&lt;br&gt;     Time of Day: 2:56 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_beb4ab28cc1b92643e5f5089e8a01300.setContent(html_73b78e7b7582ce2eb37cc9afc13ee616);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_87b0902a72158579fd9940bd1e46bacc.bindPopup(popup_beb4ab28cc1b92643e5f5089e8a01300)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b2bdc32e081607ee7cda14a0857c981a = L.circleMarker(\n",
       "                [42.22460843193359, -71.07070278732607],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a5f89df1cec2ed83f5921f361cbe5a77 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_db4dd5ed556b02a3d79e0890adc71870 = $(`&lt;div id=&quot;html_db4dd5ed556b02a3d79e0890adc71870&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S  / V3: S&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 8:47 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a5f89df1cec2ed83f5921f361cbe5a77.setContent(html_db4dd5ed556b02a3d79e0890adc71870);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_b2bdc32e081607ee7cda14a0857c981a.bindPopup(popup_a5f89df1cec2ed83f5921f361cbe5a77)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_6e025b66f40152d8f8cf72902c2c4c21 = L.circleMarker(\n",
       "                [42.22448014678206, -71.07069142502367],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_2b57d975b25bbb5bab7356bc2ca97c0e = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e705a9fa43d253549783986040fc21b1 = $(`&lt;div id=&quot;html_e705a9fa43d253549783986040fc21b1&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 12:35 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_2b57d975b25bbb5bab7356bc2ca97c0e.setContent(html_e705a9fa43d253549783986040fc21b1);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_6e025b66f40152d8f8cf72902c2c4c21.bindPopup(popup_2b57d975b25bbb5bab7356bc2ca97c0e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_eb59c5537ca075dd0530fc3363db3dfc = L.circleMarker(\n",
       "                [42.24281999774966, -71.06941000301134],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_0ad1d73763f815deeafb62fa130ff283 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b6d59a7060e0a6938a9a239140c2bba4 = $(`&lt;div id=&quot;html_b6d59a7060e0a6938a9a239140c2bba4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2020&lt;br&gt;     Time of Day: 10:13 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_0ad1d73763f815deeafb62fa130ff283.setContent(html_b6d59a7060e0a6938a9a239140c2bba4);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_eb59c5537ca075dd0530fc3363db3dfc.bindPopup(popup_0ad1d73763f815deeafb62fa130ff283)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_bb34ef863f8e7a1939a7e1a90332de6a = L.circleMarker(\n",
       "                [42.24281999774966, -71.06941000301134],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_6ed0ad6efbe67a179998c14cf6e51262 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_073b25ffbf7b6eba31f3969e1f1dffd7 = $(`&lt;div id=&quot;html_073b25ffbf7b6eba31f3969e1f1dffd7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: N&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 5:34 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_6ed0ad6efbe67a179998c14cf6e51262.setContent(html_073b25ffbf7b6eba31f3969e1f1dffd7);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_bb34ef863f8e7a1939a7e1a90332de6a.bindPopup(popup_6ed0ad6efbe67a179998c14cf6e51262)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_461bb9dc0cfc24f2d976e7f52f00dc85 = L.circleMarker(\n",
       "                [42.24281999774966, -71.06941000301134],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_4a0c52789b9a85c46568a6c5c0818770 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a4d605018f22a9f654a59d209dfa2116 = $(`&lt;div id=&quot;html_a4d605018f22a9f654a59d209dfa2116&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 9:19 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_4a0c52789b9a85c46568a6c5c0818770.setContent(html_a4d605018f22a9f654a59d209dfa2116);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_461bb9dc0cfc24f2d976e7f52f00dc85.bindPopup(popup_4a0c52789b9a85c46568a6c5c0818770)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_cfcfe08bcff0a167c5d6ab40c8a5fcc9 = L.circleMarker(\n",
       "                [42.24281999774966, -71.06941000301134],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_b7e256907801eaa0af0f335b70ada21d = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3a46c55f534c5da3789fd447bb4e5108 = $(`&lt;div id=&quot;html_3a46c55f534c5da3789fd447bb4e5108&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 7:03 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_b7e256907801eaa0af0f335b70ada21d.setContent(html_3a46c55f534c5da3789fd447bb4e5108);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_cfcfe08bcff0a167c5d6ab40c8a5fcc9.bindPopup(popup_b7e256907801eaa0af0f335b70ada21d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_59f50394e5c7617770e63664e06ecd8a = L.circleMarker(\n",
       "                [42.242786074175676, -71.06941141630385],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_bf67fc624ad7d717fe6580ffa4c5dec8 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_7e5103e00db4f5dbd2d62caceced9eaf = $(`&lt;div id=&quot;html_7e5103e00db4f5dbd2d62caceced9eaf&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 10:18 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_bf67fc624ad7d717fe6580ffa4c5dec8.setContent(html_7e5103e00db4f5dbd2d62caceced9eaf);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_59f50394e5c7617770e63664e06ecd8a.bindPopup(popup_bf67fc624ad7d717fe6580ffa4c5dec8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_4568bba6c70568d866a6528292c42fc2 = L.circleMarker(\n",
       "                [42.2336899991349, -71.07018000521416],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_6724d894b1c9d7ea77855a7a62105178 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6dc4a628baeb68227b77a3ff48456382 = $(`&lt;div id=&quot;html_6dc4a628baeb68227b77a3ff48456382&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 6:35 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_6724d894b1c9d7ea77855a7a62105178.setContent(html_6dc4a628baeb68227b77a3ff48456382);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_4568bba6c70568d866a6528292c42fc2.bindPopup(popup_6724d894b1c9d7ea77855a7a62105178)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_4100f3d7760952167bb4dba5387d8623 = L.circleMarker(\n",
       "                [42.2427750618602, -71.0694118751219],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_427125d22ac1d9dc6292fa846cbf2a5e = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f1d82206d38fe3c8e4bfb433ecf8295f = $(`&lt;div id=&quot;html_f1d82206d38fe3c8e4bfb433ecf8295f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 12:17 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_427125d22ac1d9dc6292fa846cbf2a5e.setContent(html_f1d82206d38fe3c8e4bfb433ecf8295f);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_4100f3d7760952167bb4dba5387d8623.bindPopup(popup_427125d22ac1d9dc6292fa846cbf2a5e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_7c697358d04c1359a963ba34a4742bec = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_08d738ba80db87ec1e1d73e695037f82 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_fd4a89ccd4337ef1da58969cddca7b39 = $(`&lt;div id=&quot;html_fd4a89ccd4337ef1da58969cddca7b39&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2015&lt;br&gt;     Time of Day: 6:23 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_08d738ba80db87ec1e1d73e695037f82.setContent(html_fd4a89ccd4337ef1da58969cddca7b39);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_7c697358d04c1359a963ba34a4742bec.bindPopup(popup_08d738ba80db87ec1e1d73e695037f82)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_dfdf05096487f6bd3bcef90ece546c8d = L.circleMarker(\n",
       "                [42.24254571940193, -71.06942143042363],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_650b323b110d88d545746ac3cdb51dc9 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a6831d77488aad92d99f456854516c6d = $(`&lt;div id=&quot;html_a6831d77488aad92d99f456854516c6d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2004&lt;br&gt;     Time of Day: 11:52 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_650b323b110d88d545746ac3cdb51dc9.setContent(html_a6831d77488aad92d99f456854516c6d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_dfdf05096487f6bd3bcef90ece546c8d.bindPopup(popup_650b323b110d88d545746ac3cdb51dc9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b811b243c703beb0743d45b5bf62d2d5 = L.circleMarker(\n",
       "                [42.24052230902241, -71.06947783385964],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_f1ee4a3980b865dd4e93d685a0ae207f = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d9a975de49b2e07b9a4d90c8f46fa25a = $(`&lt;div id=&quot;html_d9a975de49b2e07b9a4d90c8f46fa25a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2010&lt;br&gt;     Time of Day: 12:32 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f1ee4a3980b865dd4e93d685a0ae207f.setContent(html_d9a975de49b2e07b9a4d90c8f46fa25a);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_b811b243c703beb0743d45b5bf62d2d5.bindPopup(popup_f1ee4a3980b865dd4e93d685a0ae207f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_a3bf0cad2fb0659102435839786506de = L.circleMarker(\n",
       "                [42.24044000091949, -71.0694799997263],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_38876005d4bf95a35278e8190255a44d = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d16513e3f4cfbf8be8726db7340e93fe = $(`&lt;div id=&quot;html_d16513e3f4cfbf8be8726db7340e93fe&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 1:18 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_38876005d4bf95a35278e8190255a44d.setContent(html_d16513e3f4cfbf8be8726db7340e93fe);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_a3bf0cad2fb0659102435839786506de.bindPopup(popup_38876005d4bf95a35278e8190255a44d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8b7f906874094568b57e49a44d2aa025 = L.circleMarker(\n",
       "                [42.2404400009194, -71.06947999972643],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_d89842fc8ecee994d620f48263f05bd5 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1ff9c320bac95a54f3c102cff745f597 = $(`&lt;div id=&quot;html_1ff9c320bac95a54f3c102cff745f597&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: E&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 2:25 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_d89842fc8ecee994d620f48263f05bd5.setContent(html_1ff9c320bac95a54f3c102cff745f597);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_8b7f906874094568b57e49a44d2aa025.bindPopup(popup_d89842fc8ecee994d620f48263f05bd5)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_64e546c1a597bd667f3eab914a6b5b64 = L.circleMarker(\n",
       "                [42.23119999862438, -71.07106000051934],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_9b3fd4d822907588a36e6d425ac07c38 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4cc71a57c43ab655f00f599867613ca0 = $(`&lt;div id=&quot;html_4cc71a57c43ab655f00f599867613ca0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2002&lt;br&gt;     Time of Day: 6:27 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_9b3fd4d822907588a36e6d425ac07c38.setContent(html_4cc71a57c43ab655f00f599867613ca0);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_64e546c1a597bd667f3eab914a6b5b64.bindPopup(popup_9b3fd4d822907588a36e6d425ac07c38)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_5bf49a7889a6ebacf5332dcdc2a12031 = L.circleMarker(\n",
       "                [42.23119999862438, -71.07106000051934],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_197d72e6534f09f8372f7fdabca25e55 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_88086d59dd66769c500998cf3603ebab = $(`&lt;div id=&quot;html_88086d59dd66769c500998cf3603ebab&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 3:56 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_197d72e6534f09f8372f7fdabca25e55.setContent(html_88086d59dd66769c500998cf3603ebab);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_5bf49a7889a6ebacf5332dcdc2a12031.bindPopup(popup_197d72e6534f09f8372f7fdabca25e55)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_f4f7dfc66af8118fa207f37b179377ac = L.circleMarker(\n",
       "                [42.23119999862438, -71.07106000051934],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a62492a360bc7bd36d5b23ecbfb47c7e = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_7497d102500b8cadcd84d4b5218a4b08 = $(`&lt;div id=&quot;html_7497d102500b8cadcd84d4b5218a4b08&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 7:45 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a62492a360bc7bd36d5b23ecbfb47c7e.setContent(html_7497d102500b8cadcd84d4b5218a4b08);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_f4f7dfc66af8118fa207f37b179377ac.bindPopup(popup_a62492a360bc7bd36d5b23ecbfb47c7e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b7c1fd217fe751e723304ccfc5a71f47 = L.circleMarker(\n",
       "                [42.23119999862438, -71.07106000051934],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_42348e017cb118cdf8bd0ce50be1c5d8 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_55f8373f56086a7759d10c3073476b4d = $(`&lt;div id=&quot;html_55f8373f56086a7759d10c3073476b4d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 2:16 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_42348e017cb118cdf8bd0ce50be1c5d8.setContent(html_55f8373f56086a7759d10c3073476b4d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_b7c1fd217fe751e723304ccfc5a71f47.bindPopup(popup_42348e017cb118cdf8bd0ce50be1c5d8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_0a4f124b8f0148c0711ffe81523ab4cf = L.circleMarker(\n",
       "                [42.23119999862438, -71.07106000051934],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a378246dc0bdc448c4b64c47d332edfc = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5398992ba2c2120dd4a8e0391d600a27 = $(`&lt;div id=&quot;html_5398992ba2c2120dd4a8e0391d600a27&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 8:43 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a378246dc0bdc448c4b64c47d332edfc.setContent(html_5398992ba2c2120dd4a8e0391d600a27);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_0a4f124b8f0148c0711ffe81523ab4cf.bindPopup(popup_a378246dc0bdc448c4b64c47d332edfc)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_27971834f2566019862909fe67ee5f14 = L.circleMarker(\n",
       "                [42.23119999862438, -71.07106000051947],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_f82cd4b92c9b9f620b76323374965d7b = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_02f9b2ca7b7d7e6c3977b642e1cf62bb = $(`&lt;div id=&quot;html_02f9b2ca7b7d7e6c3977b642e1cf62bb&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: N&lt;br&gt;     Year: 2011&lt;br&gt;     Time of Day: 3:53 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f82cd4b92c9b9f620b76323374965d7b.setContent(html_02f9b2ca7b7d7e6c3977b642e1cf62bb);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_27971834f2566019862909fe67ee5f14.bindPopup(popup_f82cd4b92c9b9f620b76323374965d7b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_82501100fd73599e493154a03b1d489e = L.circleMarker(\n",
       "                [42.226383528393676, -71.07086050460097],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_3c30571decf4ade5a3e9e135406c7ffc = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9cf72db41b8a2c5e678ddcc308734bcd = $(`&lt;div id=&quot;html_9cf72db41b8a2c5e678ddcc308734bcd&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: W&lt;br&gt;     Year: 2016&lt;br&gt;     Time of Day: 7:49 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_3c30571decf4ade5a3e9e135406c7ffc.setContent(html_9cf72db41b8a2c5e678ddcc308734bcd);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_82501100fd73599e493154a03b1d489e.bindPopup(popup_3c30571decf4ade5a3e9e135406c7ffc)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_0aff63b960d6e259498ff1ad194ea59f = L.circleMarker(\n",
       "                [42.226383528393676, -71.07086050460097],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a6925b5c21c4167dd8684454c40d6887 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1d90e0ab2090457c6320fcad086a12ad = $(`&lt;div id=&quot;html_1d90e0ab2090457c6320fcad086a12ad&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2015&lt;br&gt;     Time of Day: 4:51 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a6925b5c21c4167dd8684454c40d6887.setContent(html_1d90e0ab2090457c6320fcad086a12ad);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_0aff63b960d6e259498ff1ad194ea59f.bindPopup(popup_a6925b5c21c4167dd8684454c40d6887)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_c142e6600b8bf23ad5a08aa0815ec6d3 = L.circleMarker(\n",
       "                [42.226523230803856, -71.07087260416561],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_50d6a26cb3a4eb17830ce235f8537ac4 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_02e8d01166ffdc8bd842d3c96f22f468 = $(`&lt;div id=&quot;html_02e8d01166ffdc8bd842d3c96f22f468&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2006&lt;br&gt;     Time of Day: 1:22 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_50d6a26cb3a4eb17830ce235f8537ac4.setContent(html_02e8d01166ffdc8bd842d3c96f22f468);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_c142e6600b8bf23ad5a08aa0815ec6d3.bindPopup(popup_50d6a26cb3a4eb17830ce235f8537ac4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_4ee1f931ca00b30978c2c317eb110afe = L.circleMarker(\n",
       "                [42.226523230803934, -71.07087260416549],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_c1f68c91defac7e3f700082700647e83 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9c959d8e533d79c773efa7010c571967 = $(`&lt;div id=&quot;html_9c959d8e533d79c773efa7010c571967&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2014&lt;br&gt;     Time of Day: 12:19 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c1f68c91defac7e3f700082700647e83.setContent(html_9c959d8e533d79c773efa7010c571967);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_4ee1f931ca00b30978c2c317eb110afe.bindPopup(popup_c1f68c91defac7e3f700082700647e83)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_59438317cc5580ec4601ff64e6f8bb49 = L.circleMarker(\n",
       "                [42.23192999914651, -71.07080000125963],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_54afaae79f7f45d9f35e386abaaa55f0 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_675e3c4838a93dff47eb0ac1400b75b7 = $(`&lt;div id=&quot;html_675e3c4838a93dff47eb0ac1400b75b7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2005&lt;br&gt;     Time of Day: 12:47 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_54afaae79f7f45d9f35e386abaaa55f0.setContent(html_675e3c4838a93dff47eb0ac1400b75b7);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_59438317cc5580ec4601ff64e6f8bb49.bindPopup(popup_54afaae79f7f45d9f35e386abaaa55f0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_6723f723466a8ef9b10c3edb15c28a8c = L.circleMarker(\n",
       "                [42.23192999914651, -71.07080000125963],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_fbccfdb474777103e51b4826ebd7e2d1 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f43945aff5da2b75c970b7c3e8a72008 = $(`&lt;div id=&quot;html_f43945aff5da2b75c970b7c3e8a72008&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 1:45 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_fbccfdb474777103e51b4826ebd7e2d1.setContent(html_f43945aff5da2b75c970b7c3e8a72008);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_6723f723466a8ef9b10c3edb15c28a8c.bindPopup(popup_fbccfdb474777103e51b4826ebd7e2d1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_33021495ece493268cb89ddd25d53b36 = L.circleMarker(\n",
       "                [42.2318772251343, -71.07082018005761],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_d55b2ccfce728fc2423239762d4e1297 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e35df3d199b19172051e19472a87cdca = $(`&lt;div id=&quot;html_e35df3d199b19172051e19472a87cdca&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: N&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 3:39 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_d55b2ccfce728fc2423239762d4e1297.setContent(html_e35df3d199b19172051e19472a87cdca);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_33021495ece493268cb89ddd25d53b36.bindPopup(popup_d55b2ccfce728fc2423239762d4e1297)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_be80c53c7421784fd49cb6da15dbf671 = L.circleMarker(\n",
       "                [42.23181527580601, -71.07084386710663],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_f905a4e31d726bbc40e335ba10d5e925 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d7a299548887d39acd1292d4219ba5d9 = $(`&lt;div id=&quot;html_d7a299548887d39acd1292d4219ba5d9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 4:01 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f905a4e31d726bbc40e335ba10d5e925.setContent(html_d7a299548887d39acd1292d4219ba5d9);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_be80c53c7421784fd49cb6da15dbf671.bindPopup(popup_f905a4e31d726bbc40e335ba10d5e925)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_5a3a04f87247f4ee3d608e0e4d42ef26 = L.circleMarker(\n",
       "                [42.231695073778965, -71.07088982761678],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_b6725a0dd967933fc30355a6e43decab = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0361af803486c59186bcb1c279aa3e55 = $(`&lt;div id=&quot;html_0361af803486c59186bcb1c279aa3e55&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 2:10 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_b6725a0dd967933fc30355a6e43decab.setContent(html_0361af803486c59186bcb1c279aa3e55);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_5a3a04f87247f4ee3d608e0e4d42ef26.bindPopup(popup_b6725a0dd967933fc30355a6e43decab)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_1679ea7451bf9f599c2175980fa99def = L.circleMarker(\n",
       "                [42.23133317914029, -71.07101560836153],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_061194d17dfa60bba5374b4435d07eab = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_77b63841080a5bce4e8c7ea1af0151b0 = $(`&lt;div id=&quot;html_77b63841080a5bce4e8c7ea1af0151b0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 9:05 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_061194d17dfa60bba5374b4435d07eab.setContent(html_77b63841080a5bce4e8c7ea1af0151b0);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_1679ea7451bf9f599c2175980fa99def.bindPopup(popup_061194d17dfa60bba5374b4435d07eab)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_77caae4c46ed599218ca840a496ae244 = L.circleMarker(\n",
       "                [42.23119999862438, -71.07106000051934],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a80147f4470e1e2b239cfcf30c826641 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c6feafdf2d4f0184bdeab8d022e98d3b = $(`&lt;div id=&quot;html_c6feafdf2d4f0184bdeab8d022e98d3b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 5:08 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a80147f4470e1e2b239cfcf30c826641.setContent(html_c6feafdf2d4f0184bdeab8d022e98d3b);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_77caae4c46ed599218ca840a496ae244.bindPopup(popup_a80147f4470e1e2b239cfcf30c826641)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8a8e8a37aeb0bb8132f39e4415f88a09 = L.circleMarker(\n",
       "                [42.23119999862438, -71.07106000051934],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_61bc7309388de4e0a7e49b193d668103 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_cf58499aafbd295ac93b2c8e3c4cf2b8 = $(`&lt;div id=&quot;html_cf58499aafbd295ac93b2c8e3c4cf2b8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: S&lt;br&gt;     Year: 2002&lt;br&gt;     Time of Day: 4:33 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_61bc7309388de4e0a7e49b193d668103.setContent(html_cf58499aafbd295ac93b2c8e3c4cf2b8);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_8a8e8a37aeb0bb8132f39e4415f88a09.bindPopup(popup_61bc7309388de4e0a7e49b193d668103)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_46a8283858957b235a0b4062e0515517 = L.circleMarker(\n",
       "                [42.23328980734937, -71.07031757168468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_232b686cee0d687012aa347d95c89369 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c3646b2c65477887d9e52121c73f56c0 = $(`&lt;div id=&quot;html_c3646b2c65477887d9e52121c73f56c0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: N&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 6:07 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_232b686cee0d687012aa347d95c89369.setContent(html_c3646b2c65477887d9e52121c73f56c0);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_46a8283858957b235a0b4062e0515517.bindPopup(popup_232b686cee0d687012aa347d95c89369)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_100da208330071bd47f54de95a852eb5 = L.circleMarker(\n",
       "                [42.23296549722871, -71.07043830897815],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_0bb4a947cd4e6f83fa43164818633b77 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ce46d0feb2f12498db865451e4851b02 = $(`&lt;div id=&quot;html_ce46d0feb2f12498db865451e4851b02&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 8:58 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_0bb4a947cd4e6f83fa43164818633b77.setContent(html_ce46d0feb2f12498db865451e4851b02);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_100da208330071bd47f54de95a852eb5.bindPopup(popup_0bb4a947cd4e6f83fa43164818633b77)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_2e50aa174da7c7c9c947238e29a04b67 = L.circleMarker(\n",
       "                [42.23296549722871, -71.07043830897815],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_c5afeb0a50b1e5e4b49e5c50283a72f7 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ec7b6dcdab72aba343e1e31f19463d66 = $(`&lt;div id=&quot;html_ec7b6dcdab72aba343e1e31f19463d66&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 4:31 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c5afeb0a50b1e5e4b49e5c50283a72f7.setContent(html_ec7b6dcdab72aba343e1e31f19463d66);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_2e50aa174da7c7c9c947238e29a04b67.bindPopup(popup_c5afeb0a50b1e5e4b49e5c50283a72f7)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_821b6068f447b76d1709151bc4012bed = L.circleMarker(\n",
       "                [42.22849000005236, -71.07101000046659],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_1dddfccd55b2ef1a10b371891cc57723 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_2df56d5a85e0ed884c7404f434ca7439 = $(`&lt;div id=&quot;html_2df56d5a85e0ed884c7404f434ca7439&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: N&lt;br&gt;     Year: 2014&lt;br&gt;     Time of Day: 6:16 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_1dddfccd55b2ef1a10b371891cc57723.setContent(html_2df56d5a85e0ed884c7404f434ca7439);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_821b6068f447b76d1709151bc4012bed.bindPopup(popup_1dddfccd55b2ef1a10b371891cc57723)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b9cd8e2621505736eec5e60fcd012671 = L.circleMarker(\n",
       "                [42.22849000005236, -71.07101000046659],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_ff7e76d163a1107fdb1a05c80813a5aa = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_970614b198c265a37798d4877e72395c = $(`&lt;div id=&quot;html_970614b198c265a37798d4877e72395c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: Not Reported / V3: Not Reported&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 11:18 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_ff7e76d163a1107fdb1a05c80813a5aa.setContent(html_970614b198c265a37798d4877e72395c);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_b9cd8e2621505736eec5e60fcd012671.bindPopup(popup_ff7e76d163a1107fdb1a05c80813a5aa)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_4b7d37e2847969b20df9271d4d68cd88 = L.circleMarker(\n",
       "                [42.22849000005236, -71.07101000046659],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_14ad2ed96f6cb7ba2e66685b28b8cc75 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f9442efc491c5d06bb533c8e0c90fa9b = $(`&lt;div id=&quot;html_f9442efc491c5d06bb533c8e0c90fa9b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 3:36 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_14ad2ed96f6cb7ba2e66685b28b8cc75.setContent(html_f9442efc491c5d06bb533c8e0c90fa9b);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_4b7d37e2847969b20df9271d4d68cd88.bindPopup(popup_14ad2ed96f6cb7ba2e66685b28b8cc75)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_9985d5f9ffb4460515b02712fffcda66 = L.circleMarker(\n",
       "                [42.228489997536364, -71.07100999837846],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_290ecabc3370cd3c89e49cced28807c0 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_aa12fe58f36d8e9f52692d4bce8493b1 = $(`&lt;div id=&quot;html_aa12fe58f36d8e9f52692d4bce8493b1&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 7:07 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_290ecabc3370cd3c89e49cced28807c0.setContent(html_aa12fe58f36d8e9f52692d4bce8493b1);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_9985d5f9ffb4460515b02712fffcda66.bindPopup(popup_290ecabc3370cd3c89e49cced28807c0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d3c7fb45218b8a10cd9aafcc3efbb76a = L.circleMarker(\n",
       "                [42.22841111635577, -71.07100496503156],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_e49ffbef38507a66ea90fe6419e838e9 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d3cc37913b3b8f4d0498677353b05db0 = $(`&lt;div id=&quot;html_d3cc37913b3b8f4d0498677353b05db0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 1:41 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e49ffbef38507a66ea90fe6419e838e9.setContent(html_d3cc37913b3b8f4d0498677353b05db0);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d3c7fb45218b8a10cd9aafcc3efbb76a.bindPopup(popup_e49ffbef38507a66ea90fe6419e838e9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8c64bb4a4d5872806d585f1a7e18c535 = L.circleMarker(\n",
       "                [42.22841111635577, -71.07100496503156],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_0a472fed0a2e2d4759f66fa6da8168c9 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_2cd435c4a2efb0e1c3254022b09e35b7 = $(`&lt;div id=&quot;html_2cd435c4a2efb0e1c3254022b09e35b7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S  / V3: S&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 7:17 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_0a472fed0a2e2d4759f66fa6da8168c9.setContent(html_2cd435c4a2efb0e1c3254022b09e35b7);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_8c64bb4a4d5872806d585f1a7e18c535.bindPopup(popup_0a472fed0a2e2d4759f66fa6da8168c9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_4de7a2a78307fc177c9b039b5753720f = L.circleMarker(\n",
       "                [42.22807186518146, -71.07098330953191],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_cd3d40ed7130aae7951d9071c8d01a0c = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_56444237295997cc918f11d3cbebf31d = $(`&lt;div id=&quot;html_56444237295997cc918f11d3cbebf31d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 1:48 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_cd3d40ed7130aae7951d9071c8d01a0c.setContent(html_56444237295997cc918f11d3cbebf31d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_4de7a2a78307fc177c9b039b5753720f.bindPopup(popup_cd3d40ed7130aae7951d9071c8d01a0c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_4245d13793cae31669b629e852809bf3 = L.circleMarker(\n",
       "                [42.22712014837687, -71.07090761849764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_2aae63fb3044de4e104bb7b6ca7601a6 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9b9a0ad02e6610ecf196e07319967769 = $(`&lt;div id=&quot;html_9b9a0ad02e6610ecf196e07319967769&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 1:58 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_2aae63fb3044de4e104bb7b6ca7601a6.setContent(html_9b9a0ad02e6610ecf196e07319967769);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_4245d13793cae31669b629e852809bf3.bindPopup(popup_2aae63fb3044de4e104bb7b6ca7601a6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_925160eaaa30d9cce11c08231297f5b2 = L.circleMarker(\n",
       "                [42.22680877147266, -71.07087926984178],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_65e603642f3f5bf4bbbf54f264028f5b = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8cac5fdcc67d7a2ece9bfa9f0dcf95c4 = $(`&lt;div id=&quot;html_8cac5fdcc67d7a2ece9bfa9f0dcf95c4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 3:04 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_65e603642f3f5bf4bbbf54f264028f5b.setContent(html_8cac5fdcc67d7a2ece9bfa9f0dcf95c4);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_925160eaaa30d9cce11c08231297f5b2.bindPopup(popup_65e603642f3f5bf4bbbf54f264028f5b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_50c785123361f7e14d550475e1ef91c3 = L.circleMarker(\n",
       "                [42.22680877147266, -71.07087926984178],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_1c40dff8e3bfc8d5a0f1346f28c59ec3 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_cc5b2ffd2a4363bb7c9d897e2fc65697 = $(`&lt;div id=&quot;html_cc5b2ffd2a4363bb7c9d897e2fc65697&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S  / V3: S&lt;br&gt;     Year: 2015&lt;br&gt;     Time of Day: 4:32 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_1c40dff8e3bfc8d5a0f1346f28c59ec3.setContent(html_cc5b2ffd2a4363bb7c9d897e2fc65697);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_50c785123361f7e14d550475e1ef91c3.bindPopup(popup_1c40dff8e3bfc8d5a0f1346f28c59ec3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_42e5b52f2c5e7d5cb56cbd10ed4a64cf = L.circleMarker(\n",
       "                [42.22680877147266, -71.07087926984178],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_e7c652d37707b2a7b0c0d0b48bb44388 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_39e41cd3694bbaf150d7f35e2c0251f3 = $(`&lt;div id=&quot;html_39e41cd3694bbaf150d7f35e2c0251f3&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2015&lt;br&gt;     Time of Day: 3:37 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e7c652d37707b2a7b0c0d0b48bb44388.setContent(html_39e41cd3694bbaf150d7f35e2c0251f3);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_42e5b52f2c5e7d5cb56cbd10ed4a64cf.bindPopup(popup_e7c652d37707b2a7b0c0d0b48bb44388)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_99e5bba640d07c97a2eff9b840e78d32 = L.circleMarker(\n",
       "                [42.22680877147266, -71.07087926984178],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_2122e33aa3b16265aa41d5f847ef2245 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b7e16296c5d94117e3a7d7197f89e2b3 = $(`&lt;div id=&quot;html_b7e16296c5d94117e3a7d7197f89e2b3&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S  / V3: N&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 5:19 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_2122e33aa3b16265aa41d5f847ef2245.setContent(html_b7e16296c5d94117e3a7d7197f89e2b3);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_99e5bba640d07c97a2eff9b840e78d32.bindPopup(popup_2122e33aa3b16265aa41d5f847ef2245)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_9f658b8ef450b0afd019bc5655127cf3 = L.circleMarker(\n",
       "                [42.226715461175985, -71.07087709159477],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_30cadc631a88ba11e3b5aa029e8a320c = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_adf293b12aad6633fb23080ab00e1f35 = $(`&lt;div id=&quot;html_adf293b12aad6633fb23080ab00e1f35&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2011&lt;br&gt;     Time of Day: 8:11 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_30cadc631a88ba11e3b5aa029e8a320c.setContent(html_adf293b12aad6633fb23080ab00e1f35);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_9f658b8ef450b0afd019bc5655127cf3.bindPopup(popup_30cadc631a88ba11e3b5aa029e8a320c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_9d7ac8a680fbab1fdc215c5844c1fd35 = L.circleMarker(\n",
       "                [42.226715461175985, -71.07087709159464],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_0c80c70d32831343151deeccea410951 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_99e2f26c5e35126da8aba0ea80872dfa = $(`&lt;div id=&quot;html_99e2f26c5e35126da8aba0ea80872dfa&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 5:22 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_0c80c70d32831343151deeccea410951.setContent(html_99e2f26c5e35126da8aba0ea80872dfa);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_9d7ac8a680fbab1fdc215c5844c1fd35.bindPopup(popup_0c80c70d32831343151deeccea410951)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_76af892aa163f61d7ab5f6c4f16c0500 = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_f1e840f19967ced2fb094833586b8c2d = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_886c82f9b6b6bdebfd60074fe47a9088 = $(`&lt;div id=&quot;html_886c82f9b6b6bdebfd60074fe47a9088&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: Not Reported&lt;br&gt;     Year: 2004&lt;br&gt;     Time of Day: 12:46 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f1e840f19967ced2fb094833586b8c2d.setContent(html_886c82f9b6b6bdebfd60074fe47a9088);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_76af892aa163f61d7ab5f6c4f16c0500.bindPopup(popup_f1e840f19967ced2fb094833586b8c2d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_c28897798036ad03f53a5e72f5c85eba = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_e662d2bce88b8bbb79d93152d30ffc32 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_521ea4c137e77ad3eed4f59717e629d4 = $(`&lt;div id=&quot;html_521ea4c137e77ad3eed4f59717e629d4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: S&lt;br&gt;     Year: 2012&lt;br&gt;     Time of Day: 5:48 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e662d2bce88b8bbb79d93152d30ffc32.setContent(html_521ea4c137e77ad3eed4f59717e629d4);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_c28897798036ad03f53a5e72f5c85eba.bindPopup(popup_e662d2bce88b8bbb79d93152d30ffc32)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_a28b63d50a12326fbded1719637479f0 = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_b97897816bef919e05b6e1473871c57f = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_80b6cc3bf2e0bf4c44072bc9c3c9a52c = $(`&lt;div id=&quot;html_80b6cc3bf2e0bf4c44072bc9c3c9a52c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: W&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 8:45 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_b97897816bef919e05b6e1473871c57f.setContent(html_80b6cc3bf2e0bf4c44072bc9c3c9a52c);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_a28b63d50a12326fbded1719637479f0.bindPopup(popup_b97897816bef919e05b6e1473871c57f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_07517bf8058b5e6a4c64e4fb1a83308c = L.circleMarker(\n",
       "                [42.248077215281, -71.06923121992803],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_9d404d3859cec400e07258378c172305 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_039f6b03adbcdb6f3b0e2fef08decc1e = $(`&lt;div id=&quot;html_039f6b03adbcdb6f3b0e2fef08decc1e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 3:56 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_9d404d3859cec400e07258378c172305.setContent(html_039f6b03adbcdb6f3b0e2fef08decc1e);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_07517bf8058b5e6a4c64e4fb1a83308c.bindPopup(popup_9d404d3859cec400e07258378c172305)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_39bf38983cb5b3a266f22caf75ff8251 = L.circleMarker(\n",
       "                [42.24856999787601, -71.0691800052372],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_c5df247979e41926325ca9159ecd1f6d = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_2b712bdc55a37e1fd20cd676d9f423b4 = $(`&lt;div id=&quot;html_2b712bdc55a37e1fd20cd676d9f423b4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: N&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 11:08 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c5df247979e41926325ca9159ecd1f6d.setContent(html_2b712bdc55a37e1fd20cd676d9f423b4);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_39bf38983cb5b3a266f22caf75ff8251.bindPopup(popup_c5df247979e41926325ca9159ecd1f6d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_ba46b8f0d973e097c6f87c3bc8b265b1 = L.circleMarker(\n",
       "                [42.24856999787601, -71.0691800052372],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_ddfc00fc12778ce06bd4902f3fb4da1f = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_2412e3220722cbf1e11ce546a06e9dd7 = $(`&lt;div id=&quot;html_2412e3220722cbf1e11ce546a06e9dd7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: E&lt;br&gt;     Year: 2020&lt;br&gt;     Time of Day: 8:48 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_ddfc00fc12778ce06bd4902f3fb4da1f.setContent(html_2412e3220722cbf1e11ce546a06e9dd7);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_ba46b8f0d973e097c6f87c3bc8b265b1.bindPopup(popup_ddfc00fc12778ce06bd4902f3fb4da1f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_a2a7a472b198a18645ccc292780d294b = L.circleMarker(\n",
       "                [42.24856999787601, -71.0691800052372],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_565c0a5b64d93109c9fd499ae7ae3e49 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a050f9f4d891955697deb8756d33c127 = $(`&lt;div id=&quot;html_a050f9f4d891955697deb8756d33c127&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 12:30 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_565c0a5b64d93109c9fd499ae7ae3e49.setContent(html_a050f9f4d891955697deb8756d33c127);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_a2a7a472b198a18645ccc292780d294b.bindPopup(popup_565c0a5b64d93109c9fd499ae7ae3e49)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_95b35079e80fed0534bb533292d03c32 = L.circleMarker(\n",
       "                [42.24856999787601, -71.0691800052372],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_98f8df80df0e6162b6f76ae8b8c8ce88 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4d2c195e70d4ecc85cc04071629abd31 = $(`&lt;div id=&quot;html_4d2c195e70d4ecc85cc04071629abd31&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 6:47 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_98f8df80df0e6162b6f76ae8b8c8ce88.setContent(html_4d2c195e70d4ecc85cc04071629abd31);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_95b35079e80fed0534bb533292d03c32.bindPopup(popup_98f8df80df0e6162b6f76ae8b8c8ce88)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_2b215eac2d6f804577ee3fe43c14654b = L.circleMarker(\n",
       "                [42.24856999787601, -71.0691800052372],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_e710268bef3e08e56b54ca9fcfb8dea9 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_fc2763bff0ea3d69627a55ba219091fb = $(`&lt;div id=&quot;html_fc2763bff0ea3d69627a55ba219091fb&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 8:51 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e710268bef3e08e56b54ca9fcfb8dea9.setContent(html_fc2763bff0ea3d69627a55ba219091fb);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_2b215eac2d6f804577ee3fe43c14654b.bindPopup(popup_e710268bef3e08e56b54ca9fcfb8dea9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_4bd1cd116eaa44c9dc74b4aa955efb15 = L.circleMarker(\n",
       "                [42.24856671579774, -71.06916522693442],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_4bcafecee954cb61057458b40c004564 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0f748b52cf9a77a87da7a75b5c5e9530 = $(`&lt;div id=&quot;html_0f748b52cf9a77a87da7a75b5c5e9530&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: E&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 3:56 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_4bcafecee954cb61057458b40c004564.setContent(html_0f748b52cf9a77a87da7a75b5c5e9530);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_4bd1cd116eaa44c9dc74b4aa955efb15.bindPopup(popup_4bcafecee954cb61057458b40c004564)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_5852722e1e102006c94f134e3d02ae27 = L.circleMarker(\n",
       "                [42.248519387968386, -71.0691856256681],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_58f59ab5d0b707f923054364bc7be593 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1c3fe30ba6622137462d75e7ed712b55 = $(`&lt;div id=&quot;html_1c3fe30ba6622137462d75e7ed712b55&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: W&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 8:29 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_58f59ab5d0b707f923054364bc7be593.setContent(html_1c3fe30ba6622137462d75e7ed712b55);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_5852722e1e102006c94f134e3d02ae27.bindPopup(popup_58f59ab5d0b707f923054364bc7be593)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_57709ea25efd68d6b391ccf29e20dbc8 = L.circleMarker(\n",
       "                [42.248495896772724, -71.06918823552425],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a1d0b42061baaf4bab1bef9807bd7156 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_68889ea6f1cea07bdb004ac9ff91568b = $(`&lt;div id=&quot;html_68889ea6f1cea07bdb004ac9ff91568b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: N&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 3:31 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a1d0b42061baaf4bab1bef9807bd7156.setContent(html_68889ea6f1cea07bdb004ac9ff91568b);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_57709ea25efd68d6b391ccf29e20dbc8.bindPopup(popup_a1d0b42061baaf4bab1bef9807bd7156)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_9842d7abc9c5fb722087b49e5b59ade4 = L.circleMarker(\n",
       "                [42.24844324191996, -71.06919408543577],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_823882b559641e4417d474dc9fe6a9b5 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_de3167b52d4b29fd6bbdf4411a12e628 = $(`&lt;div id=&quot;html_de3167b52d4b29fd6bbdf4411a12e628&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 1:16 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_823882b559641e4417d474dc9fe6a9b5.setContent(html_de3167b52d4b29fd6bbdf4411a12e628);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_9842d7abc9c5fb722087b49e5b59ade4.bindPopup(popup_823882b559641e4417d474dc9fe6a9b5)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_6d8a0111afc5b6c686856f4cc99a5816 = L.circleMarker(\n",
       "                [42.24843326244868, -71.0691951941458],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_9c3f341b5a300ca62931a144119def1b = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e21c59598177db8697c1a39db8784a8e = $(`&lt;div id=&quot;html_e21c59598177db8697c1a39db8784a8e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: N&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 11:33 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_9c3f341b5a300ca62931a144119def1b.setContent(html_e21c59598177db8697c1a39db8784a8e);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_6d8a0111afc5b6c686856f4cc99a5816.bindPopup(popup_9c3f341b5a300ca62931a144119def1b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_778fb5689c26b7062a88d0f12d499fce = L.circleMarker(\n",
       "                [42.2483925103759, -71.06920127328763],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_dfe65f96d1c4708e313136511528b3d3 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b4540e742458f75d83e31b4599a16489 = $(`&lt;div id=&quot;html_b4540e742458f75d83e31b4599a16489&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 3:16 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_dfe65f96d1c4708e313136511528b3d3.setContent(html_b4540e742458f75d83e31b4599a16489);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_778fb5689c26b7062a88d0f12d499fce.bindPopup(popup_dfe65f96d1c4708e313136511528b3d3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_28173be94e84b6d15f4a6cbc79365255 = L.circleMarker(\n",
       "                [42.2482965219223, -71.06921038585685],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_55513390172c747f1b94a2dfa34e9f18 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4e4c2a308e48cbf5b23cb8d0708d4c4d = $(`&lt;div id=&quot;html_4e4c2a308e48cbf5b23cb8d0708d4c4d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: E&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 4:01 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_55513390172c747f1b94a2dfa34e9f18.setContent(html_4e4c2a308e48cbf5b23cb8d0708d4c4d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_28173be94e84b6d15f4a6cbc79365255.bindPopup(popup_55513390172c747f1b94a2dfa34e9f18)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_f9b6d2334afdc2b128fb76f160df3a8d = L.circleMarker(\n",
       "                [42.24782170994356, -71.06923852080827],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_0bf9dfe3d3cb77596396a30ad9767216 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9441b0013b7a735bab250c11c0c7f76e = $(`&lt;div id=&quot;html_9441b0013b7a735bab250c11c0c7f76e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 11:21 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_0bf9dfe3d3cb77596396a30ad9767216.setContent(html_9441b0013b7a735bab250c11c0c7f76e);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_f9b6d2334afdc2b128fb76f160df3a8d.bindPopup(popup_0bf9dfe3d3cb77596396a30ad9767216)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_caf1b078aded6a72d4724e56e5cef052 = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_170c266909a3ec3552edf9cb0f066330 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_00d0bd938a551ccaf0ccd83094e0baba = $(`&lt;div id=&quot;html_00d0bd938a551ccaf0ccd83094e0baba&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 6:58 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_170c266909a3ec3552edf9cb0f066330.setContent(html_00d0bd938a551ccaf0ccd83094e0baba);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_caf1b078aded6a72d4724e56e5cef052.bindPopup(popup_170c266909a3ec3552edf9cb0f066330)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_a35fed55f9d250df4e3cfecfb26862f5 = L.circleMarker(\n",
       "                [42.2472858900048, -71.06925620849631],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_9a9177b4e83aee8be8a1e030caf972fb = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_78fb1b639d35c434c5d68a2e90bfb30e = $(`&lt;div id=&quot;html_78fb1b639d35c434c5d68a2e90bfb30e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2020&lt;br&gt;     Time of Day: 7:02 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_9a9177b4e83aee8be8a1e030caf972fb.setContent(html_78fb1b639d35c434c5d68a2e90bfb30e);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_a35fed55f9d250df4e3cfecfb26862f5.bindPopup(popup_9a9177b4e83aee8be8a1e030caf972fb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_a63f7a32a92de627481e74cf9d40bdcd = L.circleMarker(\n",
       "                [42.24707736892987, -71.06926586154084],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_9859fb3a39ee645a5cbddd6bd4dbdae8 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_55715603302dbe13ff5fab51a5983778 = $(`&lt;div id=&quot;html_55715603302dbe13ff5fab51a5983778&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2016&lt;br&gt;     Time of Day: 2:52 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_9859fb3a39ee645a5cbddd6bd4dbdae8.setContent(html_55715603302dbe13ff5fab51a5983778);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_a63f7a32a92de627481e74cf9d40bdcd.bindPopup(popup_9859fb3a39ee645a5cbddd6bd4dbdae8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_2bd308ad8e3e0050e292c4a8fe48155b = L.circleMarker(\n",
       "                [42.24707736892987, -71.06926586154084],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a528af3937abbbf2be3fb8bace98f6ef = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e298ae89d9eb8ccff8ec3125c57b65e7 = $(`&lt;div id=&quot;html_e298ae89d9eb8ccff8ec3125c57b65e7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N  / V3: N  / V4: N&lt;br&gt;     Year: 2012&lt;br&gt;     Time of Day: 3:42 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a528af3937abbbf2be3fb8bace98f6ef.setContent(html_e298ae89d9eb8ccff8ec3125c57b65e7);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_2bd308ad8e3e0050e292c4a8fe48155b.bindPopup(popup_a528af3937abbbf2be3fb8bace98f6ef)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_86ff5c08d93dc626ae1d6cf11d9de8e0 = L.circleMarker(\n",
       "                [42.24582831933776, -71.06931395485074],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_26284a1d9432070164a2faa75e29248a = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_caaf742a1ae483f5f3e1794da76ecfd9 = $(`&lt;div id=&quot;html_caaf742a1ae483f5f3e1794da76ecfd9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 8:12 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_26284a1d9432070164a2faa75e29248a.setContent(html_caaf742a1ae483f5f3e1794da76ecfd9);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_86ff5c08d93dc626ae1d6cf11d9de8e0.bindPopup(popup_26284a1d9432070164a2faa75e29248a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_2162f0a6a2ccdd48b98316bad7c08470 = L.circleMarker(\n",
       "                [42.2455273519174, -71.06932719003056],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_0babd0f267c885f74f135a10908e1dd9 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5d4c290dd72ef3b888ffa20d0170ad85 = $(`&lt;div id=&quot;html_5d4c290dd72ef3b888ffa20d0170ad85&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 8:47 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_0babd0f267c885f74f135a10908e1dd9.setContent(html_5d4c290dd72ef3b888ffa20d0170ad85);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_2162f0a6a2ccdd48b98316bad7c08470.bindPopup(popup_0babd0f267c885f74f135a10908e1dd9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b243feb43dc928a66348b11c19fd63bc = L.circleMarker(\n",
       "                [42.245514350278384, -71.06932251825494],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_4fa38b0e9cfee7c3fdbb2ec3d0c5f462 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5a8376c5ab4e37781c5a6959370b0ec2 = $(`&lt;div id=&quot;html_5a8376c5ab4e37781c5a6959370b0ec2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2002&lt;br&gt;     Time of Day: 7:50 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_4fa38b0e9cfee7c3fdbb2ec3d0c5f462.setContent(html_5a8376c5ab4e37781c5a6959370b0ec2);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_b243feb43dc928a66348b11c19fd63bc.bindPopup(popup_4fa38b0e9cfee7c3fdbb2ec3d0c5f462)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d9f5821151380073ee8e966785696db4 = L.circleMarker(\n",
       "                [42.24548122827122, -71.06932873331209],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_8b1f060e9208f37bf46bf7fa849b60b8 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b2ec6bee06556b0ed4fffad48b972431 = $(`&lt;div id=&quot;html_b2ec6bee06556b0ed4fffad48b972431&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: N&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 7:12 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_8b1f060e9208f37bf46bf7fa849b60b8.setContent(html_b2ec6bee06556b0ed4fffad48b972431);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d9f5821151380073ee8e966785696db4.bindPopup(popup_8b1f060e9208f37bf46bf7fa849b60b8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_f0b71c758b5343009b287e8153ca9a67 = L.circleMarker(\n",
       "                [42.24547086278388, -71.0692891870323],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_3485f9c3837fa7f3932c6c9c6d2428ea = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5c666ea37a20aba1f4190a3736805646 = $(`&lt;div id=&quot;html_5c666ea37a20aba1f4190a3736805646&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 5:42 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_3485f9c3837fa7f3932c6c9c6d2428ea.setContent(html_5c666ea37a20aba1f4190a3736805646);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_f0b71c758b5343009b287e8153ca9a67.bindPopup(popup_3485f9c3837fa7f3932c6c9c6d2428ea)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_db7f54e31eee52c3426fdda1f1fbb0c5 = L.circleMarker(\n",
       "                [42.24546445121155, -71.0693292946664],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_7bbaefbee69696d4329d0bbea9b4fada = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6516b78dde2f8dfff21c15fb6d85f968 = $(`&lt;div id=&quot;html_6516b78dde2f8dfff21c15fb6d85f968&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S  / V3: N  / V4: N&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 9:54 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_7bbaefbee69696d4329d0bbea9b4fada.setContent(html_6516b78dde2f8dfff21c15fb6d85f968);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_db7f54e31eee52c3426fdda1f1fbb0c5.bindPopup(popup_7bbaefbee69696d4329d0bbea9b4fada)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_6932be5c0cc9d04a7537df3bdd5825e0 = L.circleMarker(\n",
       "                [42.24546445121155, -71.0693292946664],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_21f999e2574de987871232cabebe0a03 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6ad6e8eb77b4b38768e5d61be00caf5f = $(`&lt;div id=&quot;html_6ad6e8eb77b4b38768e5d61be00caf5f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: N&lt;br&gt;     Year: 2014&lt;br&gt;     Time of Day: 8:08 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_21f999e2574de987871232cabebe0a03.setContent(html_6ad6e8eb77b4b38768e5d61be00caf5f);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_6932be5c0cc9d04a7537df3bdd5825e0.bindPopup(popup_21f999e2574de987871232cabebe0a03)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_20281e0c4cfd619a97a5f34d4776065d = L.circleMarker(\n",
       "                [42.24546184939385, -71.06928201658738],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_78ac61b3fd09860265acf365a12c4d95 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5057dc8c57e91e7a9075c581f5381ee8 = $(`&lt;div id=&quot;html_5057dc8c57e91e7a9075c581f5381ee8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 10:18 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_78ac61b3fd09860265acf365a12c4d95.setContent(html_5057dc8c57e91e7a9075c581f5381ee8);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_20281e0c4cfd619a97a5f34d4776065d.bindPopup(popup_78ac61b3fd09860265acf365a12c4d95)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d14b33bd413ae3ac32e308cf4fc27046 = L.circleMarker(\n",
       "                [42.24536942299105, -71.06933211524493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_b5da9f77aeb243e7711ae54a82c86ae1 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_425c80af0307537c4bd7e757960eb1d7 = $(`&lt;div id=&quot;html_425c80af0307537c4bd7e757960eb1d7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2015&lt;br&gt;     Time of Day: 7:47 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_b5da9f77aeb243e7711ae54a82c86ae1.setContent(html_425c80af0307537c4bd7e757960eb1d7);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d14b33bd413ae3ac32e308cf4fc27046.bindPopup(popup_b5da9f77aeb243e7711ae54a82c86ae1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_31a73c59e6606f8fc1e12026dceeac23 = L.circleMarker(\n",
       "                [42.24856999787601, -71.0691800052372],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_66f1f1448d275576ef6f15b4e4fc6c07 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e253ee1be80ca94f626694f74c149384 = $(`&lt;div id=&quot;html_e253ee1be80ca94f626694f74c149384&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: W&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 8:20 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_66f1f1448d275576ef6f15b4e4fc6c07.setContent(html_e253ee1be80ca94f626694f74c149384);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_31a73c59e6606f8fc1e12026dceeac23.bindPopup(popup_66f1f1448d275576ef6f15b4e4fc6c07)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8343d4b694ad413f2753e6f85e9f7a17 = L.circleMarker(\n",
       "                [42.24856999877175, -71.06918000401934],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a7b68a162c23ff08b28266e381c07524 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9aaf73558a0d7cd0fff390da7f0d5fc3 = $(`&lt;div id=&quot;html_9aaf73558a0d7cd0fff390da7f0d5fc3&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E&lt;br&gt;     Year: 2023&lt;br&gt;     Time of Day: 9:24 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a7b68a162c23ff08b28266e381c07524.setContent(html_9aaf73558a0d7cd0fff390da7f0d5fc3);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_8343d4b694ad413f2753e6f85e9f7a17.bindPopup(popup_a7b68a162c23ff08b28266e381c07524)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_69502dc0b4c318c1529e43c47bbf6ada = L.circleMarker(\n",
       "                [42.24856999877175, -71.06918000401934],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_10050eb961ea82614c62b61e6b371fad = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_24ac2d66822aaf7e2bb686e3ceaba5ff = $(`&lt;div id=&quot;html_24ac2d66822aaf7e2bb686e3ceaba5ff&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 9:55 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_10050eb961ea82614c62b61e6b371fad.setContent(html_24ac2d66822aaf7e2bb686e3ceaba5ff);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_69502dc0b4c318c1529e43c47bbf6ada.bindPopup(popup_10050eb961ea82614c62b61e6b371fad)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_bfd817025b07f270cb21c313ef7c652f = L.circleMarker(\n",
       "                [42.24856999877175, -71.06918000401934],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_d5228e7ecad2ffbda0d63d64bdab79b1 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_908d026c26e6999e01740510f1cbd6ca = $(`&lt;div id=&quot;html_908d026c26e6999e01740510f1cbd6ca&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E&lt;br&gt;     Year: 2023&lt;br&gt;     Time of Day: 12:16 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_d5228e7ecad2ffbda0d63d64bdab79b1.setContent(html_908d026c26e6999e01740510f1cbd6ca);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_bfd817025b07f270cb21c313ef7c652f.bindPopup(popup_d5228e7ecad2ffbda0d63d64bdab79b1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_548dab68b45cf4bed1343fbbf83316fd = L.circleMarker(\n",
       "                [42.248578779931314, -71.0692898309079],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_3e4dcbea971381eb70167578d7759591 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_50eb51ecd46232a6637281654c934473 = $(`&lt;div id=&quot;html_50eb51ecd46232a6637281654c934473&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W&lt;br&gt;     Year: 2004&lt;br&gt;     Time of Day: 10:45 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_3e4dcbea971381eb70167578d7759591.setContent(html_50eb51ecd46232a6637281654c934473);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_548dab68b45cf4bed1343fbbf83316fd.bindPopup(popup_3e4dcbea971381eb70167578d7759591)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d5a5350a75bd81bd1ced0d45003bab37 = L.circleMarker(\n",
       "                [42.24856999932663, -71.06918000277435],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_e59cc52135c0c5d15fba1776778a674f = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b0dca418ebc088f1a701c027f5a73926 = $(`&lt;div id=&quot;html_b0dca418ebc088f1a701c027f5a73926&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: N&lt;br&gt;     Year: 2006&lt;br&gt;     Time of Day: 5:00 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e59cc52135c0c5d15fba1776778a674f.setContent(html_b0dca418ebc088f1a701c027f5a73926);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d5a5350a75bd81bd1ced0d45003bab37.bindPopup(popup_e59cc52135c0c5d15fba1776778a674f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_896ea3be0bd2bd260b7af0867fa78a1c = L.circleMarker(\n",
       "                [42.24856999932663, -71.06918000277435],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_04bfed9389a48cc0086fe96fdf4f4f7f = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8a858e4552ef49ac3f88319d7d465fff = $(`&lt;div id=&quot;html_8a858e4552ef49ac3f88319d7d465fff&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2016&lt;br&gt;     Time of Day: 2:18 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_04bfed9389a48cc0086fe96fdf4f4f7f.setContent(html_8a858e4552ef49ac3f88319d7d465fff);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_896ea3be0bd2bd260b7af0867fa78a1c.bindPopup(popup_04bfed9389a48cc0086fe96fdf4f4f7f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e3c709c23c2bdd0851546af50ebbd4ca = L.circleMarker(\n",
       "                [42.24856999932663, -71.06918000277435],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_ee2d1eb2cd18e8a0cd746b131677655e = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_2e81c4d585c4e19442797de37b6c7180 = $(`&lt;div id=&quot;html_2e81c4d585c4e19442797de37b6c7180&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2014&lt;br&gt;     Time of Day: 9:01 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_ee2d1eb2cd18e8a0cd746b131677655e.setContent(html_2e81c4d585c4e19442797de37b6c7180);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_e3c709c23c2bdd0851546af50ebbd4ca.bindPopup(popup_ee2d1eb2cd18e8a0cd746b131677655e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_2756b2619273189ecba8bcae421dbdad = L.circleMarker(\n",
       "                [42.24856999932663, -71.06918000277435],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_4de7c4bf5da2a4ca5acec2540e9a81c7 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4d92807991869a401e07258c6b75caaf = $(`&lt;div id=&quot;html_4d92807991869a401e07258c6b75caaf&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: W&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 6:30 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_4de7c4bf5da2a4ca5acec2540e9a81c7.setContent(html_4d92807991869a401e07258c6b75caaf);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_2756b2619273189ecba8bcae421dbdad.bindPopup(popup_4de7c4bf5da2a4ca5acec2540e9a81c7)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8fb6379ebfa259d1c712aa52790c50ab = L.circleMarker(\n",
       "                [42.24856999932663, -71.06918000277435],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_770b7700f5d3a922673110e384860388 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_70b9153e634db76bb4d9cfdd1f42f38c = $(`&lt;div id=&quot;html_70b9153e634db76bb4d9cfdd1f42f38c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: N&lt;br&gt;     Year: 2015&lt;br&gt;     Time of Day: 11:24 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_770b7700f5d3a922673110e384860388.setContent(html_70b9153e634db76bb4d9cfdd1f42f38c);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_8fb6379ebfa259d1c712aa52790c50ab.bindPopup(popup_770b7700f5d3a922673110e384860388)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_fcdcb0708bf3a01cadad2c5018d30c72 = L.circleMarker(\n",
       "                [42.24856999932663, -71.06918000277435],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_c0e5099b65bc5c1f846b61d93aa3af6d = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_52c8936bf97d653613a59295e2a5e706 = $(`&lt;div id=&quot;html_52c8936bf97d653613a59295e2a5e706&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: N&lt;br&gt;     Year: 2005&lt;br&gt;     Time of Day: 4:18 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c0e5099b65bc5c1f846b61d93aa3af6d.setContent(html_52c8936bf97d653613a59295e2a5e706);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_fcdcb0708bf3a01cadad2c5018d30c72.bindPopup(popup_c0e5099b65bc5c1f846b61d93aa3af6d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e1672ab520ba2d8be59bf21f9a03338b = L.circleMarker(\n",
       "                [42.24856999931332, -71.06918000277541],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a1cba9261e981fdd535f473830e7afc4 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0591a525edd6b39a4dae1817e0148c2d = $(`&lt;div id=&quot;html_0591a525edd6b39a4dae1817e0148c2d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2015&lt;br&gt;     Time of Day: 10:44 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a1cba9261e981fdd535f473830e7afc4.setContent(html_0591a525edd6b39a4dae1817e0148c2d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_e1672ab520ba2d8be59bf21f9a03338b.bindPopup(popup_a1cba9261e981fdd535f473830e7afc4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_2b9810e7a2a9c95aba82ba620fd52f17 = L.circleMarker(\n",
       "                [42.24856999931332, -71.06918000277541],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_9a9b44c5fe5d92d14cee45c8bf3a6991 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e745e3b949b4f99f222a897efd6958c6 = $(`&lt;div id=&quot;html_e745e3b949b4f99f222a897efd6958c6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 10:49 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_9a9b44c5fe5d92d14cee45c8bf3a6991.setContent(html_e745e3b949b4f99f222a897efd6958c6);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_2b9810e7a2a9c95aba82ba620fd52f17.bindPopup(popup_9a9b44c5fe5d92d14cee45c8bf3a6991)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_7d2d2e438374af027c9a57d51e3529c8 = L.circleMarker(\n",
       "                [42.24856999931332, -71.06918000277541],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_17f5cc6b64ef928b13de06a1f1146b18 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c09329a1fb2d1c4730e2d31886351563 = $(`&lt;div id=&quot;html_c09329a1fb2d1c4730e2d31886351563&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 3:55 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_17f5cc6b64ef928b13de06a1f1146b18.setContent(html_c09329a1fb2d1c4730e2d31886351563);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_7d2d2e438374af027c9a57d51e3529c8.bindPopup(popup_17f5cc6b64ef928b13de06a1f1146b18)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_7e1615487c9b6f112bef8b88361991ec = L.circleMarker(\n",
       "                [42.24856999931332, -71.06918000277541],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_15ff1f4d90ff5240a25182daf030b6b1 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_30da7548c3637a61f3f2111bf4d25b6a = $(`&lt;div id=&quot;html_30da7548c3637a61f3f2111bf4d25b6a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: W&lt;br&gt;     Year: 2012&lt;br&gt;     Time of Day: 6:59 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_15ff1f4d90ff5240a25182daf030b6b1.setContent(html_30da7548c3637a61f3f2111bf4d25b6a);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_7e1615487c9b6f112bef8b88361991ec.bindPopup(popup_15ff1f4d90ff5240a25182daf030b6b1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_84d7ae89add0db6bd3ce34674a6273fb = L.circleMarker(\n",
       "                [42.24856999931332, -71.06918000277541],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_c2f19030bd9fef668cd4cd5ca5124a9c = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_753e71d9cde4dfc7c9122252d79348e4 = $(`&lt;div id=&quot;html_753e71d9cde4dfc7c9122252d79348e4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: N&lt;br&gt;     Year: 2012&lt;br&gt;     Time of Day: 6:27 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c2f19030bd9fef668cd4cd5ca5124a9c.setContent(html_753e71d9cde4dfc7c9122252d79348e4);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_84d7ae89add0db6bd3ce34674a6273fb.bindPopup(popup_c2f19030bd9fef668cd4cd5ca5124a9c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_6b87679e1632ee9a4008a1aaacb95c4a = L.circleMarker(\n",
       "                [42.24856999931332, -71.06918000277541],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_fe2dc921149ede3c4180d41af068fa4c = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4700b252e24bfc0601985bf2a5f69a25 = $(`&lt;div id=&quot;html_4700b252e24bfc0601985bf2a5f69a25&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 4:30 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_fe2dc921149ede3c4180d41af068fa4c.setContent(html_4700b252e24bfc0601985bf2a5f69a25);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_6b87679e1632ee9a4008a1aaacb95c4a.bindPopup(popup_fe2dc921149ede3c4180d41af068fa4c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_9b3ebe44b30d37db6b45afaaed4e4668 = L.circleMarker(\n",
       "                [42.24856999931332, -71.06918000277541],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_26658bfdde327a6cdd10d72c70da1a6f = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_fc7a99b767d7cd8a61fe77731dfb7d40 = $(`&lt;div id=&quot;html_fc7a99b767d7cd8a61fe77731dfb7d40&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 8:23 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_26658bfdde327a6cdd10d72c70da1a6f.setContent(html_fc7a99b767d7cd8a61fe77731dfb7d40);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_9b3ebe44b30d37db6b45afaaed4e4668.bindPopup(popup_26658bfdde327a6cdd10d72c70da1a6f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_c4bb2161946abee0a5580c71e40ab257 = L.circleMarker(\n",
       "                [42.24856999931332, -71.06918000277541],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_e1c8e623ebc3d74e9b5d40bfecee2911 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_dd5d9900f066f8e5790445f166e750c6 = $(`&lt;div id=&quot;html_dd5d9900f066f8e5790445f166e750c6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: E  / V3: E  / V4: E&lt;br&gt;     Year: 2015&lt;br&gt;     Time of Day: 1:42 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e1c8e623ebc3d74e9b5d40bfecee2911.setContent(html_dd5d9900f066f8e5790445f166e750c6);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_c4bb2161946abee0a5580c71e40ab257.bindPopup(popup_e1c8e623ebc3d74e9b5d40bfecee2911)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8112e1dd34a699916f3ac63c90868851 = L.circleMarker(\n",
       "                [42.24856999931332, -71.06918000277541],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_169d5a9d08060140c8f0426ccf861fb1 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_566bfaf99c2e7f81fc05d4d40b4a98c7 = $(`&lt;div id=&quot;html_566bfaf99c2e7f81fc05d4d40b4a98c7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: W&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 12:05 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_169d5a9d08060140c8f0426ccf861fb1.setContent(html_566bfaf99c2e7f81fc05d4d40b4a98c7);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_8112e1dd34a699916f3ac63c90868851.bindPopup(popup_169d5a9d08060140c8f0426ccf861fb1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_bcaeb83699ddb5bedcd341e385e1b7d8 = L.circleMarker(\n",
       "                [42.24856999931332, -71.06918000277541],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_c45a13ad1375f6ed1b17d0d2d51f5e50 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ff492cac2760699f6eed6ac7eca31f0c = $(`&lt;div id=&quot;html_ff492cac2760699f6eed6ac7eca31f0c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S  / V3: S&lt;br&gt;     Year: 2015&lt;br&gt;     Time of Day: 2:25 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c45a13ad1375f6ed1b17d0d2d51f5e50.setContent(html_ff492cac2760699f6eed6ac7eca31f0c);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_bcaeb83699ddb5bedcd341e385e1b7d8.bindPopup(popup_c45a13ad1375f6ed1b17d0d2d51f5e50)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_f677b038db08bf7375b5dd8327e07a39 = L.circleMarker(\n",
       "                [42.24856999931332, -71.06918000277541],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_be83c1e92a048cd6c868a429e342bfba = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6253da5b33777a7a8a24d56c73edfa36 = $(`&lt;div id=&quot;html_6253da5b33777a7a8a24d56c73edfa36&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 7:10 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_be83c1e92a048cd6c868a429e342bfba.setContent(html_6253da5b33777a7a8a24d56c73edfa36);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_f677b038db08bf7375b5dd8327e07a39.bindPopup(popup_be83c1e92a048cd6c868a429e342bfba)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_a8ae6e462d2c1e1b53f7bd14bf93c94f = L.circleMarker(\n",
       "                [42.24856999931332, -71.06918000277541],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_1d05ec9134bc6975989045445fa52e50 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_78d329ac97088e02966abebc462620be = $(`&lt;div id=&quot;html_78d329ac97088e02966abebc462620be&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: Not Reported&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 6:00 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_1d05ec9134bc6975989045445fa52e50.setContent(html_78d329ac97088e02966abebc462620be);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_a8ae6e462d2c1e1b53f7bd14bf93c94f.bindPopup(popup_1d05ec9134bc6975989045445fa52e50)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_a07ced9d2b2824776888dc6b1af1f7ca = L.circleMarker(\n",
       "                [42.24856999931332, -71.06918000277541],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_b6739cae256e285901412a57a92bfb24 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_111c79287e250da41fa1dc57584114c4 = $(`&lt;div id=&quot;html_111c79287e250da41fa1dc57584114c4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 11:30 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_b6739cae256e285901412a57a92bfb24.setContent(html_111c79287e250da41fa1dc57584114c4);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_a07ced9d2b2824776888dc6b1af1f7ca.bindPopup(popup_b6739cae256e285901412a57a92bfb24)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_1f98517f90a1a2bbf191a010f6290faa = L.circleMarker(\n",
       "                [42.24856999931322, -71.06918000277541],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_24a1d12b66f3297ed172eb3bc868557c = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5234e1773e9d56bd7aabc0130d96cdd5 = $(`&lt;div id=&quot;html_5234e1773e9d56bd7aabc0130d96cdd5&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: N&lt;br&gt;     Year: 2005&lt;br&gt;     Time of Day: 10:49 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_24a1d12b66f3297ed172eb3bc868557c.setContent(html_5234e1773e9d56bd7aabc0130d96cdd5);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_1f98517f90a1a2bbf191a010f6290faa.bindPopup(popup_24a1d12b66f3297ed172eb3bc868557c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_03b5280146bfdcbd1f18b88924bead22 = L.circleMarker(\n",
       "                [42.24856999931322, -71.06918000277541],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_4aab1d24e45865fe77c3deb25aeedd06 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4370c8ba9cd99aa2abd6f3105cdae117 = $(`&lt;div id=&quot;html_4370c8ba9cd99aa2abd6f3105cdae117&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2011&lt;br&gt;     Time of Day: 3:56 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_4aab1d24e45865fe77c3deb25aeedd06.setContent(html_4370c8ba9cd99aa2abd6f3105cdae117);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_03b5280146bfdcbd1f18b88924bead22.bindPopup(popup_4aab1d24e45865fe77c3deb25aeedd06)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_12b880a1238601a559a95130046dbf3e = L.circleMarker(\n",
       "                [42.24856999931322, -71.06918000277541],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_deac6e4bc7194587440ef824e8619de3 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5cfad1d740279d5b9ad72520653c439a = $(`&lt;div id=&quot;html_5cfad1d740279d5b9ad72520653c439a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: W&lt;br&gt;     Year: 2011&lt;br&gt;     Time of Day: 11:24 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_deac6e4bc7194587440ef824e8619de3.setContent(html_5cfad1d740279d5b9ad72520653c439a);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_12b880a1238601a559a95130046dbf3e.bindPopup(popup_deac6e4bc7194587440ef824e8619de3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_002dbe4ef6b3c4b17dab4aa0aa8d1714 = L.circleMarker(\n",
       "                [42.24856999931322, -71.06918000277541],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_b09ce7c2b0831cc7029f675312038394 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f1662154a5b27a6fe51994efe93905ae = $(`&lt;div id=&quot;html_f1662154a5b27a6fe51994efe93905ae&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: N&lt;br&gt;     Year: 2011&lt;br&gt;     Time of Day: 1:02 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_b09ce7c2b0831cc7029f675312038394.setContent(html_f1662154a5b27a6fe51994efe93905ae);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_002dbe4ef6b3c4b17dab4aa0aa8d1714.bindPopup(popup_b09ce7c2b0831cc7029f675312038394)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_7526a87827ec5632378d67b01c98015b = L.circleMarker(\n",
       "                [42.24856999931322, -71.06918000277541],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_2c6a9b4b8f04a84ef2366c103737a46b = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_19a283fc5017a4b4fbce606ffb2c90df = $(`&lt;div id=&quot;html_19a283fc5017a4b4fbce606ffb2c90df&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: W&lt;br&gt;     Year: 2005&lt;br&gt;     Time of Day: 7:57 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_2c6a9b4b8f04a84ef2366c103737a46b.setContent(html_19a283fc5017a4b4fbce606ffb2c90df);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_7526a87827ec5632378d67b01c98015b.bindPopup(popup_2c6a9b4b8f04a84ef2366c103737a46b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_70b6308a910d21b78332fb2b857eb110 = L.circleMarker(\n",
       "                [42.24523999898449, -71.0693300010276],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_5817b3c7b70305185f83f5ea30f5e1d4 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_64f4c06b8805261a039480f44d3aad52 = $(`&lt;div id=&quot;html_64f4c06b8805261a039480f44d3aad52&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2010&lt;br&gt;     Time of Day: 9:44 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_5817b3c7b70305185f83f5ea30f5e1d4.setContent(html_64f4c06b8805261a039480f44d3aad52);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_70b6308a910d21b78332fb2b857eb110.bindPopup(popup_5817b3c7b70305185f83f5ea30f5e1d4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_fec0c698f494160695e9ac1db5f11892 = L.circleMarker(\n",
       "                [42.24517142174128, -71.06933254072304],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_9eafd9292848bd39ad365ada2316c3cc = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_568541fc2469733f67fb1c830292b37c = $(`&lt;div id=&quot;html_568541fc2469733f67fb1c830292b37c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2006&lt;br&gt;     Time of Day: 8:21 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_9eafd9292848bd39ad365ada2316c3cc.setContent(html_568541fc2469733f67fb1c830292b37c);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_fec0c698f494160695e9ac1db5f11892.bindPopup(popup_9eafd9292848bd39ad365ada2316c3cc)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_33b4f8c6b5b95f1fce43f42d4ed2ef6e = L.circleMarker(\n",
       "                [42.245089392280825, -71.06934042621658],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_e553d0ed65a9eeef8ba54a164cfd20f2 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_67798fe6b3b5b77fd24264b48b45f0e5 = $(`&lt;div id=&quot;html_67798fe6b3b5b77fd24264b48b45f0e5&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2020&lt;br&gt;     Time of Day: 11:34 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e553d0ed65a9eeef8ba54a164cfd20f2.setContent(html_67798fe6b3b5b77fd24264b48b45f0e5);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_33b4f8c6b5b95f1fce43f42d4ed2ef6e.bindPopup(popup_e553d0ed65a9eeef8ba54a164cfd20f2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d452847761b744fa20ad8211b211a291 = L.circleMarker(\n",
       "                [42.23869709365704, -71.06955265680591],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_77182a1c2c1f157279901e4e7c3a9324 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6dcc80ef1bf1f953888fbf9dc98997d2 = $(`&lt;div id=&quot;html_6dcc80ef1bf1f953888fbf9dc98997d2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 9:12 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_77182a1c2c1f157279901e4e7c3a9324.setContent(html_6dcc80ef1bf1f953888fbf9dc98997d2);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d452847761b744fa20ad8211b211a291.bindPopup(popup_77182a1c2c1f157279901e4e7c3a9324)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_def393cb00ef5726fb5a6b1b4053a9c4 = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_7c55b03e65a75023099a7f960830f6d7 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b5379c6e008a6e22cbd3632ed934cc83 = $(`&lt;div id=&quot;html_b5379c6e008a6e22cbd3632ed934cc83&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: S&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 10:35 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_7c55b03e65a75023099a7f960830f6d7.setContent(html_b5379c6e008a6e22cbd3632ed934cc83);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_def393cb00ef5726fb5a6b1b4053a9c4.bindPopup(popup_7c55b03e65a75023099a7f960830f6d7)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b03cbd79eec0bf531deca37db3cbab23 = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_169a3e30e9d76be0496b5a2fb6927df1 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6e0fb9412183126fbaaaa6b1c55429c7 = $(`&lt;div id=&quot;html_6e0fb9412183126fbaaaa6b1c55429c7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: S&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 6:04 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_169a3e30e9d76be0496b5a2fb6927df1.setContent(html_6e0fb9412183126fbaaaa6b1c55429c7);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_b03cbd79eec0bf531deca37db3cbab23.bindPopup(popup_169a3e30e9d76be0496b5a2fb6927df1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_2c456e95a4c684afa29e844745c57201 = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_12b7084ff8e440988ef219da6abd2d0e = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f7f220f7935655146046998001865024 = $(`&lt;div id=&quot;html_f7f220f7935655146046998001865024&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2005&lt;br&gt;     Time of Day: 7:58 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_12b7084ff8e440988ef219da6abd2d0e.setContent(html_f7f220f7935655146046998001865024);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_2c456e95a4c684afa29e844745c57201.bindPopup(popup_12b7084ff8e440988ef219da6abd2d0e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_ebc73e71633aa3ed7b7b34c2f20063bf = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_bf26f28b1cdee2e4d23bdb27d55da5f9 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ceebef8ab2669cb919c11c49bc027f1c = $(`&lt;div id=&quot;html_ceebef8ab2669cb919c11c49bc027f1c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 7:15 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_bf26f28b1cdee2e4d23bdb27d55da5f9.setContent(html_ceebef8ab2669cb919c11c49bc027f1c);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_ebc73e71633aa3ed7b7b34c2f20063bf.bindPopup(popup_bf26f28b1cdee2e4d23bdb27d55da5f9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d615cfd23040009433f331ad6fa94b54 = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_92f6511f28864514205bbac673300dfd = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_89462abe84c0492138d851c5d498c650 = $(`&lt;div id=&quot;html_89462abe84c0492138d851c5d498c650&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: Not Reported&lt;br&gt;     Year: 2004&lt;br&gt;     Time of Day: 5:07 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_92f6511f28864514205bbac673300dfd.setContent(html_89462abe84c0492138d851c5d498c650);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d615cfd23040009433f331ad6fa94b54.bindPopup(popup_92f6511f28864514205bbac673300dfd)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_3c682040cba0c266e2e2ba307f02b76e = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_49a38d75be202a371b71ac83d6c89e57 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d25d5db100085c539929c4e743984a0b = $(`&lt;div id=&quot;html_d25d5db100085c539929c4e743984a0b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: S&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 9:21 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_49a38d75be202a371b71ac83d6c89e57.setContent(html_d25d5db100085c539929c4e743984a0b);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_3c682040cba0c266e2e2ba307f02b76e.bindPopup(popup_49a38d75be202a371b71ac83d6c89e57)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_c007f212d5ff95e128e5f8d9ccba3567 = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a4d230f017ec17006acb23391002317f = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_46e176cec7fcff7c9e7e2c618162f2c3 = $(`&lt;div id=&quot;html_46e176cec7fcff7c9e7e2c618162f2c3&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 6:37 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a4d230f017ec17006acb23391002317f.setContent(html_46e176cec7fcff7c9e7e2c618162f2c3);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_c007f212d5ff95e128e5f8d9ccba3567.bindPopup(popup_a4d230f017ec17006acb23391002317f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_9e03a6f3ffcc09f26ca10433a03bbb49 = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_30f0199e6ad995e53aece4d5cc55da5f = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4a400bb9e73438aca7dd8a24bcb8a922 = $(`&lt;div id=&quot;html_4a400bb9e73438aca7dd8a24bcb8a922&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: E&lt;br&gt;     Year: 2006&lt;br&gt;     Time of Day: 8:38 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_30f0199e6ad995e53aece4d5cc55da5f.setContent(html_4a400bb9e73438aca7dd8a24bcb8a922);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_9e03a6f3ffcc09f26ca10433a03bbb49.bindPopup(popup_30f0199e6ad995e53aece4d5cc55da5f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_3845fcff5a96821bcb44b473cc466d8d = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_d512ff276ca7b8b63a66f8733409fae8 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_833891837df9d3da6b7f6d4e6db32272 = $(`&lt;div id=&quot;html_833891837df9d3da6b7f6d4e6db32272&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: Not Reported&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 4:18 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_d512ff276ca7b8b63a66f8733409fae8.setContent(html_833891837df9d3da6b7f6d4e6db32272);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_3845fcff5a96821bcb44b473cc466d8d.bindPopup(popup_d512ff276ca7b8b63a66f8733409fae8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_dc0f58b2b7ae1310182e279910f1b005 = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_6080de7318d242e29bf3fa2b9b124e9b = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_be5069f88cd352b6fcba383fc016f467 = $(`&lt;div id=&quot;html_be5069f88cd352b6fcba383fc016f467&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 2:03 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_6080de7318d242e29bf3fa2b9b124e9b.setContent(html_be5069f88cd352b6fcba383fc016f467);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_dc0f58b2b7ae1310182e279910f1b005.bindPopup(popup_6080de7318d242e29bf3fa2b9b124e9b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8d314c8a9ac093430927fdee4530f481 = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a4c61466fb6b7890eb68b9442b5102bf = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_2f2347ef3e3273e8dee981a2fdaa5f05 = $(`&lt;div id=&quot;html_2f2347ef3e3273e8dee981a2fdaa5f05&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: E&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 10:06 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a4c61466fb6b7890eb68b9442b5102bf.setContent(html_2f2347ef3e3273e8dee981a2fdaa5f05);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_8d314c8a9ac093430927fdee4530f481.bindPopup(popup_a4c61466fb6b7890eb68b9442b5102bf)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_5c830f92c6c149862b423b71776e8d97 = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_1df37093dc2b22077202b340c309d776 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0cb835e72ab1304402ce3fd27602ee68 = $(`&lt;div id=&quot;html_0cb835e72ab1304402ce3fd27602ee68&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 5:05 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_1df37093dc2b22077202b340c309d776.setContent(html_0cb835e72ab1304402ce3fd27602ee68);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_5c830f92c6c149862b423b71776e8d97.bindPopup(popup_1df37093dc2b22077202b340c309d776)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_6010cc34c9c739e2f678fb26c24574cb = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_4b4e3ecf3565d803890ccaf3ed171ae9 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_df1a158ed5668c7eb4a7f12508b0a8d3 = $(`&lt;div id=&quot;html_df1a158ed5668c7eb4a7f12508b0a8d3&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2011&lt;br&gt;     Time of Day: 11:44 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_4b4e3ecf3565d803890ccaf3ed171ae9.setContent(html_df1a158ed5668c7eb4a7f12508b0a8d3);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_6010cc34c9c739e2f678fb26c24574cb.bindPopup(popup_4b4e3ecf3565d803890ccaf3ed171ae9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_372aaffdc96d48c458728b8c206bd517 = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_dd08aa8e6b3dfc087c816c8540232d6f = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_48bc01c75d2a1ebbbdf09eb77e92446c = $(`&lt;div id=&quot;html_48bc01c75d2a1ebbbdf09eb77e92446c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2011&lt;br&gt;     Time of Day: 5:08 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_dd08aa8e6b3dfc087c816c8540232d6f.setContent(html_48bc01c75d2a1ebbbdf09eb77e92446c);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_372aaffdc96d48c458728b8c206bd517.bindPopup(popup_dd08aa8e6b3dfc087c816c8540232d6f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_2db29b8465d2f1bf6f7754ae7b13ac80 = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_2a9609d372e20b16deaba88a62e1bbcb = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ec4d5806f932fd8f6ee93b0cdb4d3e36 = $(`&lt;div id=&quot;html_ec4d5806f932fd8f6ee93b0cdb4d3e36&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 4:26 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_2a9609d372e20b16deaba88a62e1bbcb.setContent(html_ec4d5806f932fd8f6ee93b0cdb4d3e36);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_2db29b8465d2f1bf6f7754ae7b13ac80.bindPopup(popup_2a9609d372e20b16deaba88a62e1bbcb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_165bf0032fde58934649927bd70139ed = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_aea9f353318df12964d5ec3391c28ca7 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ddb1329d7ff92d524230334caea034e9 = $(`&lt;div id=&quot;html_ddb1329d7ff92d524230334caea034e9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2002&lt;br&gt;     Time of Day: 5:30 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_aea9f353318df12964d5ec3391c28ca7.setContent(html_ddb1329d7ff92d524230334caea034e9);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_165bf0032fde58934649927bd70139ed.bindPopup(popup_aea9f353318df12964d5ec3391c28ca7)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_dd893dcc00b2940c8a4f957211198a86 = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_878c261f18911b995638a3e13d3eb111 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d034c9277ab304a6efaaebad755d2aeb = $(`&lt;div id=&quot;html_d034c9277ab304a6efaaebad755d2aeb&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2011&lt;br&gt;     Time of Day: 9:27 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_878c261f18911b995638a3e13d3eb111.setContent(html_d034c9277ab304a6efaaebad755d2aeb);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_dd893dcc00b2940c8a4f957211198a86.bindPopup(popup_878c261f18911b995638a3e13d3eb111)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_6acc268f39d987857c37bce3f7b11d59 = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a3c560f75c34c8a7358fb0146f84e72e = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b433f2a87c6778f0d6699e098606d1e9 = $(`&lt;div id=&quot;html_b433f2a87c6778f0d6699e098606d1e9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 2:45 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a3c560f75c34c8a7358fb0146f84e72e.setContent(html_b433f2a87c6778f0d6699e098606d1e9);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_6acc268f39d987857c37bce3f7b11d59.bindPopup(popup_a3c560f75c34c8a7358fb0146f84e72e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_bcef35dc980d1ca07c10aeb084f8bf12 = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_8bab33bc7e5236c6ac81cd204d4caeda = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6445a9980a4bf2c7cf22e14759fc3389 = $(`&lt;div id=&quot;html_6445a9980a4bf2c7cf22e14759fc3389&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2015&lt;br&gt;     Time of Day: 9:55 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_8bab33bc7e5236c6ac81cd204d4caeda.setContent(html_6445a9980a4bf2c7cf22e14759fc3389);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_bcef35dc980d1ca07c10aeb084f8bf12.bindPopup(popup_8bab33bc7e5236c6ac81cd204d4caeda)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_498d9449ca27b58750550e240f030acc = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_87ecee21205a8f8077b003452a4e4b2c = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8c22e2de9e9af574c2dd657cc7156aae = $(`&lt;div id=&quot;html_8c22e2de9e9af574c2dd657cc7156aae&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 4:10 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_87ecee21205a8f8077b003452a4e4b2c.setContent(html_8c22e2de9e9af574c2dd657cc7156aae);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_498d9449ca27b58750550e240f030acc.bindPopup(popup_87ecee21205a8f8077b003452a4e4b2c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_c548c75efb9e778c594906c211f4e9d5 = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_57b57fe7339c697f77005e0919ac19ef = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_31f819d5a89ea4b7dc76521693d518cc = $(`&lt;div id=&quot;html_31f819d5a89ea4b7dc76521693d518cc&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: N&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 6:34 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_57b57fe7339c697f77005e0919ac19ef.setContent(html_31f819d5a89ea4b7dc76521693d518cc);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_c548c75efb9e778c594906c211f4e9d5.bindPopup(popup_57b57fe7339c697f77005e0919ac19ef)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_030fbb57dc1901dbef2a561803344fd4 = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_33727f2dc23a9a63c57cf3f947c668dd = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_2353443fec64e77fab5f9fa6b11dd91f = $(`&lt;div id=&quot;html_2353443fec64e77fab5f9fa6b11dd91f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: S  / V4: N&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 3:44 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_33727f2dc23a9a63c57cf3f947c668dd.setContent(html_2353443fec64e77fab5f9fa6b11dd91f);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_030fbb57dc1901dbef2a561803344fd4.bindPopup(popup_33727f2dc23a9a63c57cf3f947c668dd)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_4fdddfb16094e0690e9d71ced9be4f76 = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_edea9f247567e360b97650583a6d8106 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f1bb7279ba5daee759464c5f209f7ca1 = $(`&lt;div id=&quot;html_f1bb7279ba5daee759464c5f209f7ca1&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2006&lt;br&gt;     Time of Day: 12:43 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_edea9f247567e360b97650583a6d8106.setContent(html_f1bb7279ba5daee759464c5f209f7ca1);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_4fdddfb16094e0690e9d71ced9be4f76.bindPopup(popup_edea9f247567e360b97650583a6d8106)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_3963b45612a3ab283700679da70f4ffb = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_e9505cb65f4e11ec9274e021280b255f = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b45fd33d66f014c40e45de7d805b62f0 = $(`&lt;div id=&quot;html_b45fd33d66f014c40e45de7d805b62f0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: E&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 2:27 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e9505cb65f4e11ec9274e021280b255f.setContent(html_b45fd33d66f014c40e45de7d805b62f0);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_3963b45612a3ab283700679da70f4ffb.bindPopup(popup_e9505cb65f4e11ec9274e021280b255f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_4449e62c383ef3bfe61fef6a643bf602 = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_ebfb6a1966528b07fdf197e1b3c8c233 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a0c9d130fb4c38b560d43a07a8a67f6b = $(`&lt;div id=&quot;html_a0c9d130fb4c38b560d43a07a8a67f6b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2014&lt;br&gt;     Time of Day: 12:25 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_ebfb6a1966528b07fdf197e1b3c8c233.setContent(html_a0c9d130fb4c38b560d43a07a8a67f6b);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_4449e62c383ef3bfe61fef6a643bf602.bindPopup(popup_ebfb6a1966528b07fdf197e1b3c8c233)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_dc171cbb30b9874ee5b23ccecf7b45e7 = L.circleMarker(\n",
       "                [42.23856000024358, -71.06956000580294],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_69d8c7a403c22527eb75976ccf55dd6f = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_7d6ebd8ade19d131c06fab35eaac1113 = $(`&lt;div id=&quot;html_7d6ebd8ade19d131c06fab35eaac1113&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: E&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 9:36 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_69d8c7a403c22527eb75976ccf55dd6f.setContent(html_7d6ebd8ade19d131c06fab35eaac1113);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_dc171cbb30b9874ee5b23ccecf7b45e7.bindPopup(popup_69d8c7a403c22527eb75976ccf55dd6f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_ca02a70cf2873ad9d91546d9eb1bce08 = L.circleMarker(\n",
       "                [42.23883447895836, -71.06954529544021],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_4e5258c760c25b28f69c6cd7805f76e6 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3769a8f5e428caea45600ae3b1cd7537 = $(`&lt;div id=&quot;html_3769a8f5e428caea45600ae3b1cd7537&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 8:04 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_4e5258c760c25b28f69c6cd7805f76e6.setContent(html_3769a8f5e428caea45600ae3b1cd7537);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_ca02a70cf2873ad9d91546d9eb1bce08.bindPopup(popup_4e5258c760c25b28f69c6cd7805f76e6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_84ec2dbfd67510a660da0949a055f3aa = L.circleMarker(\n",
       "                [42.244642211948324, -71.0693521393373],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_b95bb42c4a5c2dec7b625a7a256d89d5 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a54d9e62204c3d59f5816b0ad56608c4 = $(`&lt;div id=&quot;html_a54d9e62204c3d59f5816b0ad56608c4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 8:38 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_b95bb42c4a5c2dec7b625a7a256d89d5.setContent(html_a54d9e62204c3d59f5816b0ad56608c4);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_84ec2dbfd67510a660da0949a055f3aa.bindPopup(popup_b95bb42c4a5c2dec7b625a7a256d89d5)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_2181d46f8821fc449c0e83db50a8f684 = L.circleMarker(\n",
       "                [42.24016570170233, -71.06949039030306],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_8c1a7f32975af8ccd041660ee9463a5e = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_98530f020ba4cadcfba54447eb910c0a = $(`&lt;div id=&quot;html_98530f020ba4cadcfba54447eb910c0a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2004&lt;br&gt;     Time of Day: 10:00 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_8c1a7f32975af8ccd041660ee9463a5e.setContent(html_98530f020ba4cadcfba54447eb910c0a);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_2181d46f8821fc449c0e83db50a8f684.bindPopup(popup_8c1a7f32975af8ccd041660ee9463a5e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_1ddc5bf0eb99c56ebae6bdee12f0e097 = L.circleMarker(\n",
       "                [42.244446243281246, -71.06935951703971],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_cef167c32466e58448a3a219d01b2f7a = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_592bc8de582e07719eef69fc2ddbcd5a = $(`&lt;div id=&quot;html_592bc8de582e07719eef69fc2ddbcd5a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 7:01 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_cef167c32466e58448a3a219d01b2f7a.setContent(html_592bc8de582e07719eef69fc2ddbcd5a);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_1ddc5bf0eb99c56ebae6bdee12f0e097.bindPopup(popup_cef167c32466e58448a3a219d01b2f7a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_3d6fec902669119a743784af085ddc59 = L.circleMarker(\n",
       "                [42.24434396236115, -71.06935999809974],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_94b26fe04acc9d4469f7cbf6600ebd46 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5b144dd4c55733c447d73789e50ece58 = $(`&lt;div id=&quot;html_5b144dd4c55733c447d73789e50ece58&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: Not Reported&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 11:38 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_94b26fe04acc9d4469f7cbf6600ebd46.setContent(html_5b144dd4c55733c447d73789e50ece58);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_3d6fec902669119a743784af085ddc59.bindPopup(popup_94b26fe04acc9d4469f7cbf6600ebd46)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_976ecfc33eab263527d1270d9ef26fa0 = L.circleMarker(\n",
       "                [42.2442964353383, -71.06935999799153],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_931c639c251be9b826936b2dc3d1ae20 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_94107a6ec1a5c96a9891082802c9da97 = $(`&lt;div id=&quot;html_94107a6ec1a5c96a9891082802c9da97&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2014&lt;br&gt;     Time of Day: 6:06 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_931c639c251be9b826936b2dc3d1ae20.setContent(html_94107a6ec1a5c96a9891082802c9da97);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_976ecfc33eab263527d1270d9ef26fa0.bindPopup(popup_931c639c251be9b826936b2dc3d1ae20)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_1c24ede9c9ee37d7e4792a8a2f44b61e = L.circleMarker(\n",
       "                [42.24397397554311, -71.06936818799112],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_d66d4f8d9e7b8e718700898de23d3af1 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d9a90030a1f6edecf0504c08722d5349 = $(`&lt;div id=&quot;html_d9a90030a1f6edecf0504c08722d5349&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 6:33 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_d66d4f8d9e7b8e718700898de23d3af1.setContent(html_d9a90030a1f6edecf0504c08722d5349);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_1c24ede9c9ee37d7e4792a8a2f44b61e.bindPopup(popup_d66d4f8d9e7b8e718700898de23d3af1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8c5f10d997e5b37d5c2c7ce6884acf8c = L.circleMarker(\n",
       "                [42.243789097436355, -71.06937488723598],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a2b719186b42883e85bd46ea2c86271c = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4cb383688225b5ce0e4d3f99f281c3ab = $(`&lt;div id=&quot;html_4cb383688225b5ce0e4d3f99f281c3ab&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: Not Reported&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 4:11 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a2b719186b42883e85bd46ea2c86271c.setContent(html_4cb383688225b5ce0e4d3f99f281c3ab);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_8c5f10d997e5b37d5c2c7ce6884acf8c.bindPopup(popup_a2b719186b42883e85bd46ea2c86271c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_836b1e56dd73aa9e672495d4cb8bc039 = L.circleMarker(\n",
       "                [42.243778092628126, -71.06937528686834],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_426790dffd853b3b5c51e44eec51c1f9 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a71149d6c9c5b734c403ffa3d9bd2c9e = $(`&lt;div id=&quot;html_a71149d6c9c5b734c403ffa3d9bd2c9e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2023&lt;br&gt;     Time of Day: 2:19 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_426790dffd853b3b5c51e44eec51c1f9.setContent(html_a71149d6c9c5b734c403ffa3d9bd2c9e);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_836b1e56dd73aa9e672495d4cb8bc039.bindPopup(popup_426790dffd853b3b5c51e44eec51c1f9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b61a5a9f4a7ff37dc5fa7ac14da7f8c1 = L.circleMarker(\n",
       "                [42.243368621432225, -71.06939012346211],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_1435ecb5d5d1b14d7008f5a42aebf7ad = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0898ee9d47fad07cf5daf3779593326d = $(`&lt;div id=&quot;html_0898ee9d47fad07cf5daf3779593326d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2006&lt;br&gt;     Time of Day: 6:42 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_1435ecb5d5d1b14d7008f5a42aebf7ad.setContent(html_0898ee9d47fad07cf5daf3779593326d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_b61a5a9f4a7ff37dc5fa7ac14da7f8c1.bindPopup(popup_1435ecb5d5d1b14d7008f5a42aebf7ad)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d4c7fd8b3ec7f1d6c3595e400114fb5f = L.circleMarker(\n",
       "                [42.24313555462315, -71.06939856908235],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_2866194cf58ef1253c11b2467a1121fb = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9aaa4361fbd7477c000f1f4b46b870d3 = $(`&lt;div id=&quot;html_9aaa4361fbd7477c000f1f4b46b870d3&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: S&lt;br&gt;     Year: 2023&lt;br&gt;     Time of Day: 10:33 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_2866194cf58ef1253c11b2467a1121fb.setContent(html_9aaa4361fbd7477c000f1f4b46b870d3);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d4c7fd8b3ec7f1d6c3595e400114fb5f.bindPopup(popup_2866194cf58ef1253c11b2467a1121fb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d31267dfad4d5d8eb9a8baf295cd6920 = L.circleMarker(\n",
       "                [42.24282864848257, -71.06941059041436],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a8789d989f50099279985c24aee533f5 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_25acf70d73a0d87992d2dc86684b3626 = $(`&lt;div id=&quot;html_25acf70d73a0d87992d2dc86684b3626&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2020&lt;br&gt;     Time of Day: 6:48 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a8789d989f50099279985c24aee533f5.setContent(html_25acf70d73a0d87992d2dc86684b3626);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d31267dfad4d5d8eb9a8baf295cd6920.bindPopup(popup_a8789d989f50099279985c24aee533f5)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_fccc0a00ce715145072b732aca94550b = L.circleMarker(\n",
       "                [42.24281999980228, -71.06941000282363],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_cd4c9d616aa08804c618e03168cae484 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_2dbf94fe21bacdc81b03437fb0bd856d = $(`&lt;div id=&quot;html_2dbf94fe21bacdc81b03437fb0bd856d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: S&lt;br&gt;     Year: 2002&lt;br&gt;     Time of Day: 1:00 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_cd4c9d616aa08804c618e03168cae484.setContent(html_2dbf94fe21bacdc81b03437fb0bd856d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_fccc0a00ce715145072b732aca94550b.bindPopup(popup_cd4c9d616aa08804c618e03168cae484)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_858839019520dc5627a49f4fddf12835 = L.circleMarker(\n",
       "                [42.24281999980228, -71.06941000282363],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_179aa8b612bb22f7b29290b8779a35be = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_77913bf08e6799be75a55668012407b8 = $(`&lt;div id=&quot;html_77913bf08e6799be75a55668012407b8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2004&lt;br&gt;     Time of Day: 12:15 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_179aa8b612bb22f7b29290b8779a35be.setContent(html_77913bf08e6799be75a55668012407b8);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_858839019520dc5627a49f4fddf12835.bindPopup(popup_179aa8b612bb22f7b29290b8779a35be)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_92cd3eb2beb21a94daef24a8c79f946d = L.circleMarker(\n",
       "                [42.24281999980228, -71.06941000282363],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_97cfea881f31f781010e010cb7c9eb7f = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d081e445c2e76cd32e80d1b93f9415d9 = $(`&lt;div id=&quot;html_d081e445c2e76cd32e80d1b93f9415d9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2012&lt;br&gt;     Time of Day: 5:54 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_97cfea881f31f781010e010cb7c9eb7f.setContent(html_d081e445c2e76cd32e80d1b93f9415d9);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_92cd3eb2beb21a94daef24a8c79f946d.bindPopup(popup_97cfea881f31f781010e010cb7c9eb7f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_9520e13a443b5deb6e995ba905e0dd56 = L.circleMarker(\n",
       "                [42.24281999980228, -71.06941000282363],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_fdb49d3bd0fdd78de65366f976832847 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_628716c746ff9f1c07230a5f7b144fc2 = $(`&lt;div id=&quot;html_628716c746ff9f1c07230a5f7b144fc2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: N&lt;br&gt;     Year: 2014&lt;br&gt;     Time of Day: 4:37 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_fdb49d3bd0fdd78de65366f976832847.setContent(html_628716c746ff9f1c07230a5f7b144fc2);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_9520e13a443b5deb6e995ba905e0dd56.bindPopup(popup_fdb49d3bd0fdd78de65366f976832847)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_46d84a555ac30007cf248ba58107bedb = L.circleMarker(\n",
       "                [42.24281999980228, -71.06941000282363],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_46ae3d8c1662914d301b4c2335ca1b4d = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_cf63feff82919e4ef14c8bbbf560916e = $(`&lt;div id=&quot;html_cf63feff82919e4ef14c8bbbf560916e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 2:11 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_46ae3d8c1662914d301b4c2335ca1b4d.setContent(html_cf63feff82919e4ef14c8bbbf560916e);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_46d84a555ac30007cf248ba58107bedb.bindPopup(popup_46ae3d8c1662914d301b4c2335ca1b4d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b6b83556bcdf0083f8e8360e59e9935b = L.circleMarker(\n",
       "                [42.24281999980228, -71.06941000282363],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_148915e70170823cd1fa3a7ea02fcf5e = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_465999cd412a3f2d781ad0e4735fe7c9 = $(`&lt;div id=&quot;html_465999cd412a3f2d781ad0e4735fe7c9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2006&lt;br&gt;     Time of Day: 8:05 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_148915e70170823cd1fa3a7ea02fcf5e.setContent(html_465999cd412a3f2d781ad0e4735fe7c9);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_b6b83556bcdf0083f8e8360e59e9935b.bindPopup(popup_148915e70170823cd1fa3a7ea02fcf5e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_1e0a4cde203b3c6c1d767379f9ed75e6 = L.circleMarker(\n",
       "                [42.24281999980228, -71.06941000282363],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_6e92746dcd5880b918895cab7db04a79 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c5664dbd08310fad8cec8afccf750ee0 = $(`&lt;div id=&quot;html_c5664dbd08310fad8cec8afccf750ee0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: N&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 10:02 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_6e92746dcd5880b918895cab7db04a79.setContent(html_c5664dbd08310fad8cec8afccf750ee0);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_1e0a4cde203b3c6c1d767379f9ed75e6.bindPopup(popup_6e92746dcd5880b918895cab7db04a79)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_715ed470303eebd5b8f16b7e5dbcd802 = L.circleMarker(\n",
       "                [42.24281999980228, -71.06941000282363],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_976e3899ad139ee2ec3acb177ed7f6f9 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_189a67ee19b80115c007e9bd9e24ef54 = $(`&lt;div id=&quot;html_189a67ee19b80115c007e9bd9e24ef54&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: Not Reported&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 12:14 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_976e3899ad139ee2ec3acb177ed7f6f9.setContent(html_189a67ee19b80115c007e9bd9e24ef54);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_715ed470303eebd5b8f16b7e5dbcd802.bindPopup(popup_976e3899ad139ee2ec3acb177ed7f6f9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_82305cd6e5e500ba2bb6c61ab26d4271 = L.circleMarker(\n",
       "                [42.24281999980228, -71.06941000282363],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_3f7822afe0ad7397247f98bb19ded9df = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_822d2f52ee1f0b83dd0cf75199e34d5e = $(`&lt;div id=&quot;html_822d2f52ee1f0b83dd0cf75199e34d5e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N  / V3: N&lt;br&gt;     Year: 2005&lt;br&gt;     Time of Day: 7:57 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_3f7822afe0ad7397247f98bb19ded9df.setContent(html_822d2f52ee1f0b83dd0cf75199e34d5e);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_82305cd6e5e500ba2bb6c61ab26d4271.bindPopup(popup_3f7822afe0ad7397247f98bb19ded9df)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_ae0e459e15695cb7ad609301faa6e5fe = L.circleMarker(\n",
       "                [42.24281999980228, -71.06941000282363],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_1f2699f1df0bb0125963c9c570e2c72a = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_089a5fc748f1e609cd44a1fba874a2bc = $(`&lt;div id=&quot;html_089a5fc748f1e609cd44a1fba874a2bc&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2012&lt;br&gt;     Time of Day: 12:32 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_1f2699f1df0bb0125963c9c570e2c72a.setContent(html_089a5fc748f1e609cd44a1fba874a2bc);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_ae0e459e15695cb7ad609301faa6e5fe.bindPopup(popup_1f2699f1df0bb0125963c9c570e2c72a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b20b21c48fb21df28afe3738d1108c76 = L.circleMarker(\n",
       "                [42.24281999980228, -71.06941000282363],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_f4b45bfc40fbf9dd5c2ff4e6d466c913 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f8ca3566c4064e77b1a7bf0a074d9e8d = $(`&lt;div id=&quot;html_f8ca3566c4064e77b1a7bf0a074d9e8d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 3:38 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f4b45bfc40fbf9dd5c2ff4e6d466c913.setContent(html_f8ca3566c4064e77b1a7bf0a074d9e8d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_b20b21c48fb21df28afe3738d1108c76.bindPopup(popup_f4b45bfc40fbf9dd5c2ff4e6d466c913)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_daabe1f62526db0e50c71d49c26b2208 = L.circleMarker(\n",
       "                [42.24281999784503, -71.06941000650367],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_d0512be31ec4b043368fd0c5db2e0af7 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b5120932375f7434709b0caac1f5ae3d = $(`&lt;div id=&quot;html_b5120932375f7434709b0caac1f5ae3d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 8:45 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_d0512be31ec4b043368fd0c5db2e0af7.setContent(html_b5120932375f7434709b0caac1f5ae3d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_daabe1f62526db0e50c71d49c26b2208.bindPopup(popup_d0512be31ec4b043368fd0c5db2e0af7)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_088ffdb7ee64217f7996b195f475243c = L.circleMarker(\n",
       "                [42.2404400009194, -71.0694799997263],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_c3f9d97959b2de371ef9efe5315a7a7c = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0e30b1716a18cd6a95c03023b09fb961 = $(`&lt;div id=&quot;html_0e30b1716a18cd6a95c03023b09fb961&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2011&lt;br&gt;     Time of Day: 4:28 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c3f9d97959b2de371ef9efe5315a7a7c.setContent(html_0e30b1716a18cd6a95c03023b09fb961);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_088ffdb7ee64217f7996b195f475243c.bindPopup(popup_c3f9d97959b2de371ef9efe5315a7a7c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8250b8781e9c937171b374c354795389 = L.circleMarker(\n",
       "                [42.2404400009194, -71.0694799997263],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_8407796c010cd177e766071e254eb4bb = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4a1782802d7cc5677269cbe7ce509e51 = $(`&lt;div id=&quot;html_4a1782802d7cc5677269cbe7ce509e51&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported&lt;br&gt;     Year: 2011&lt;br&gt;     Time of Day: 10:19 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_8407796c010cd177e766071e254eb4bb.setContent(html_4a1782802d7cc5677269cbe7ce509e51);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_8250b8781e9c937171b374c354795389.bindPopup(popup_8407796c010cd177e766071e254eb4bb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_9f2ed50a8f8f27c8c312524c30bd9367 = L.circleMarker(\n",
       "                [42.2404400009194, -71.06947999972643],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_372167d67170c21327c2652d23a643e8 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ee2099144fbdbbdf40c1aad118533014 = $(`&lt;div id=&quot;html_ee2099144fbdbbdf40c1aad118533014&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2002&lt;br&gt;     Time of Day: 5:15 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_372167d67170c21327c2652d23a643e8.setContent(html_ee2099144fbdbbdf40c1aad118533014);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_9f2ed50a8f8f27c8c312524c30bd9367.bindPopup(popup_372167d67170c21327c2652d23a643e8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_6e11256158395ebb8f8b5149ded51cf2 = L.circleMarker(\n",
       "                [42.24041374152953, -71.06948099444769],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_33af896291aac7444ce1c56e9bb8c399 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3bccc371e05c0e07ef3bd539092b5862 = $(`&lt;div id=&quot;html_3bccc371e05c0e07ef3bd539092b5862&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 10:08 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_33af896291aac7444ce1c56e9bb8c399.setContent(html_3bccc371e05c0e07ef3bd539092b5862);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_6e11256158395ebb8f8b5149ded51cf2.bindPopup(popup_33af896291aac7444ce1c56e9bb8c399)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_7bcd20c0a46a98bb266f99d275a35e82 = L.circleMarker(\n",
       "                [42.23119999846729, -71.07106000057176],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_33ba060a3e658bdfc8b62b96b0ecc714 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_882ce28f8a58d324f915d912915ff5c7 = $(`&lt;div id=&quot;html_882ce28f8a58d324f915d912915ff5c7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S  / V3: N&lt;br&gt;     Year: 2005&lt;br&gt;     Time of Day: 5:07 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_33ba060a3e658bdfc8b62b96b0ecc714.setContent(html_882ce28f8a58d324f915d912915ff5c7);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_7bcd20c0a46a98bb266f99d275a35e82.bindPopup(popup_33ba060a3e658bdfc8b62b96b0ecc714)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_3acf63294b3add48672007f5848ed578 = L.circleMarker(\n",
       "                [42.24857996423606, -71.06922337730127],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_c9ba15e0f1c2ffed3e8efcd167b4c9b8 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_59d309e38a5a03b29f666e33ea5ab433 = $(`&lt;div id=&quot;html_59d309e38a5a03b29f666e33ea5ab433&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: E&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 11:10 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c9ba15e0f1c2ffed3e8efcd167b4c9b8.setContent(html_59d309e38a5a03b29f666e33ea5ab433);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_3acf63294b3add48672007f5848ed578.bindPopup(popup_c9ba15e0f1c2ffed3e8efcd167b4c9b8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d543d556f689189033ff96309b907fa7 = L.circleMarker(\n",
       "                [42.23102196652394, -71.07111411373168],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_4f33997cb1aa56511c12dbc2741cb629 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a67f67dee758f603005302b9029b9844 = $(`&lt;div id=&quot;html_a67f67dee758f603005302b9029b9844&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2020&lt;br&gt;     Time of Day: 7:57 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_4f33997cb1aa56511c12dbc2741cb629.setContent(html_a67f67dee758f603005302b9029b9844);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d543d556f689189033ff96309b907fa7.bindPopup(popup_4f33997cb1aa56511c12dbc2741cb629)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_2806994b9130bf08e9f4f90f3b90cba3 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_008caaee6f8b8bb5ab4c4fb1867f336d = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_309867b04c10bc0217a38137f81e0ef8 = $(`&lt;div id=&quot;html_309867b04c10bc0217a38137f81e0ef8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: N&lt;br&gt;     Year: 2016&lt;br&gt;     Time of Day: 8:32 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_008caaee6f8b8bb5ab4c4fb1867f336d.setContent(html_309867b04c10bc0217a38137f81e0ef8);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_2806994b9130bf08e9f4f90f3b90cba3.bindPopup(popup_008caaee6f8b8bb5ab4c4fb1867f336d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_fb2258ecd8fd751d46466271e6e8e590 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563481],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_ff487689f4f21f8727d9e28c58466e38 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9dd32c96f8a95c9591733f6c71d333af = $(`&lt;div id=&quot;html_9dd32c96f8a95c9591733f6c71d333af&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 6:36 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_ff487689f4f21f8727d9e28c58466e38.setContent(html_9dd32c96f8a95c9591733f6c71d333af);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_fb2258ecd8fd751d46466271e6e8e590.bindPopup(popup_ff487689f4f21f8727d9e28c58466e38)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_7b718f1a23db5b9a1dbda834c3498323 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_58df32485b82ee550974be8f6c1723c8 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4aac33d62989591a9b3a31c69b7fcc09 = $(`&lt;div id=&quot;html_4aac33d62989591a9b3a31c69b7fcc09&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2012&lt;br&gt;     Time of Day: 7:57 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_58df32485b82ee550974be8f6c1723c8.setContent(html_4aac33d62989591a9b3a31c69b7fcc09);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_7b718f1a23db5b9a1dbda834c3498323.bindPopup(popup_58df32485b82ee550974be8f6c1723c8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_edb610b2549ec62e34e4b1403b346209 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_b11b740990bd365735d3bef0fb14760f = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4308ea3b8fa503ac800ba5e271ee96f4 = $(`&lt;div id=&quot;html_4308ea3b8fa503ac800ba5e271ee96f4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 11:26 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_b11b740990bd365735d3bef0fb14760f.setContent(html_4308ea3b8fa503ac800ba5e271ee96f4);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_edb610b2549ec62e34e4b1403b346209.bindPopup(popup_b11b740990bd365735d3bef0fb14760f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_530684e1db9b943e66cc972fe37a1547 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_b8b3a21776a223b8cc1754d1e298eca5 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_eb9ba850077550880da244407f5406f9 = $(`&lt;div id=&quot;html_eb9ba850077550880da244407f5406f9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2014&lt;br&gt;     Time of Day: 7:01 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_b8b3a21776a223b8cc1754d1e298eca5.setContent(html_eb9ba850077550880da244407f5406f9);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_530684e1db9b943e66cc972fe37a1547.bindPopup(popup_b8b3a21776a223b8cc1754d1e298eca5)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_f587555be8f81b38b7c2e4d161a23af4 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_86a3f70a9b8a7b2b5ac39938617ca35a = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_fa4b8a50154397bc8b0478300def986a = $(`&lt;div id=&quot;html_fa4b8a50154397bc8b0478300def986a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 9:02 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_86a3f70a9b8a7b2b5ac39938617ca35a.setContent(html_fa4b8a50154397bc8b0478300def986a);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_f587555be8f81b38b7c2e4d161a23af4.bindPopup(popup_86a3f70a9b8a7b2b5ac39938617ca35a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_0ddab95f7bdb221520a97f4c5ea60afb = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_5478e4a8da11eeb2a03b1bc3401806b1 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_24a63b68a3fb3e4fcf3ec31925426b49 = $(`&lt;div id=&quot;html_24a63b68a3fb3e4fcf3ec31925426b49&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: W&lt;br&gt;     Year: 2014&lt;br&gt;     Time of Day: 7:38 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_5478e4a8da11eeb2a03b1bc3401806b1.setContent(html_24a63b68a3fb3e4fcf3ec31925426b49);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_0ddab95f7bdb221520a97f4c5ea60afb.bindPopup(popup_5478e4a8da11eeb2a03b1bc3401806b1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_3532acb0e316fe0b07979bd454f2520e = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_8074d32e6d8f5d38cb9bd3f44156ff02 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b470ea9b1509d8628c30feaa0a9cad85 = $(`&lt;div id=&quot;html_b470ea9b1509d8628c30feaa0a9cad85&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 5:10 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_8074d32e6d8f5d38cb9bd3f44156ff02.setContent(html_b470ea9b1509d8628c30feaa0a9cad85);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_3532acb0e316fe0b07979bd454f2520e.bindPopup(popup_8074d32e6d8f5d38cb9bd3f44156ff02)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_a6af8bd388fc964f742297890d95c36b = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a2bda7d8b6cfe79bd23cb51266a3df45 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_78ae37d9de76180fa029433bcf732c52 = $(`&lt;div id=&quot;html_78ae37d9de76180fa029433bcf732c52&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: E&lt;br&gt;     Year: 2016&lt;br&gt;     Time of Day: 7:14 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a2bda7d8b6cfe79bd23cb51266a3df45.setContent(html_78ae37d9de76180fa029433bcf732c52);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_a6af8bd388fc964f742297890d95c36b.bindPopup(popup_a2bda7d8b6cfe79bd23cb51266a3df45)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_14a7fac1c7b82d2461d0a4eb22940f4d = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_df5991a98e16b196f88fd332e1a2eec6 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_7d003aaf5171b8ae0c57e41f3c220987 = $(`&lt;div id=&quot;html_7d003aaf5171b8ae0c57e41f3c220987&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 11:53 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_df5991a98e16b196f88fd332e1a2eec6.setContent(html_7d003aaf5171b8ae0c57e41f3c220987);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_14a7fac1c7b82d2461d0a4eb22940f4d.bindPopup(popup_df5991a98e16b196f88fd332e1a2eec6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e2b9110160c26c4af51e8428d0859dae = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_d19fdd0536f0ebd81598e83080f399c9 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f480d1dee21953d04739604132492876 = $(`&lt;div id=&quot;html_f480d1dee21953d04739604132492876&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: N&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 11:01 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_d19fdd0536f0ebd81598e83080f399c9.setContent(html_f480d1dee21953d04739604132492876);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_e2b9110160c26c4af51e8428d0859dae.bindPopup(popup_d19fdd0536f0ebd81598e83080f399c9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_6c4c04faf8108ca1fec81fdad1e88ffa = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_2374b15f444b26e9dd38ca761b202255 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1876041d55924de9cf83da0300c06ae0 = $(`&lt;div id=&quot;html_1876041d55924de9cf83da0300c06ae0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2012&lt;br&gt;     Time of Day: 10:09 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_2374b15f444b26e9dd38ca761b202255.setContent(html_1876041d55924de9cf83da0300c06ae0);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_6c4c04faf8108ca1fec81fdad1e88ffa.bindPopup(popup_2374b15f444b26e9dd38ca761b202255)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_a1c9243117a50dc376f2f0458d20e8a0 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_e966e2e8d2798755db73f0a027fcac98 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_436efefbf54ac8b7582b6494dda53e4e = $(`&lt;div id=&quot;html_436efefbf54ac8b7582b6494dda53e4e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: E&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 2:54 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e966e2e8d2798755db73f0a027fcac98.setContent(html_436efefbf54ac8b7582b6494dda53e4e);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_a1c9243117a50dc376f2f0458d20e8a0.bindPopup(popup_e966e2e8d2798755db73f0a027fcac98)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_fde23858629584dcebc59cc98449aab2 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a016e7945a641c5bdb8a90f1c3964890 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_797765d1141b021f8e0240a36eedc1bd = $(`&lt;div id=&quot;html_797765d1141b021f8e0240a36eedc1bd&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: N&lt;br&gt;     Year: 2015&lt;br&gt;     Time of Day: 10:48 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a016e7945a641c5bdb8a90f1c3964890.setContent(html_797765d1141b021f8e0240a36eedc1bd);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_fde23858629584dcebc59cc98449aab2.bindPopup(popup_a016e7945a641c5bdb8a90f1c3964890)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e88900e1f55f89adf42157ed5d1ea6f4 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_08224cbf863a5cec52cb18f667cb72f6 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_aba954c99e7b2aac0ed2fd5a919e5424 = $(`&lt;div id=&quot;html_aba954c99e7b2aac0ed2fd5a919e5424&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2012&lt;br&gt;     Time of Day: 5:41 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_08224cbf863a5cec52cb18f667cb72f6.setContent(html_aba954c99e7b2aac0ed2fd5a919e5424);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_e88900e1f55f89adf42157ed5d1ea6f4.bindPopup(popup_08224cbf863a5cec52cb18f667cb72f6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_674a688caa71c9aed7953fb19c3db9f7 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_be0b2eee217a69b1a470fba93799ba71 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_51189072bc9a6e8e8b590d29ff9fc271 = $(`&lt;div id=&quot;html_51189072bc9a6e8e8b590d29ff9fc271&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 6:48 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_be0b2eee217a69b1a470fba93799ba71.setContent(html_51189072bc9a6e8e8b590d29ff9fc271);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_674a688caa71c9aed7953fb19c3db9f7.bindPopup(popup_be0b2eee217a69b1a470fba93799ba71)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_728e15dc9dd6616e9867b56f974e06a9 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_11e4e49d6e19f5be55cbb648aa324c61 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a335995849c73b71d65a9107260563ac = $(`&lt;div id=&quot;html_a335995849c73b71d65a9107260563ac&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 6:45 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_11e4e49d6e19f5be55cbb648aa324c61.setContent(html_a335995849c73b71d65a9107260563ac);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_728e15dc9dd6616e9867b56f974e06a9.bindPopup(popup_11e4e49d6e19f5be55cbb648aa324c61)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b5dff829db1f0b2779ffd110acd585ff = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_cccaef6c7d917751067d5699dabfe1b2 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_27f44b1611bb39b01f0a48b4006dac6b = $(`&lt;div id=&quot;html_27f44b1611bb39b01f0a48b4006dac6b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2015&lt;br&gt;     Time of Day: 2:19 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_cccaef6c7d917751067d5699dabfe1b2.setContent(html_27f44b1611bb39b01f0a48b4006dac6b);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_b5dff829db1f0b2779ffd110acd585ff.bindPopup(popup_cccaef6c7d917751067d5699dabfe1b2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_364931e0f53ba267446753cbe824a623 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_9e329ab7902d54cf3f8757d48de788b0 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_25c99804b15d4befb24dbc9d508d67c4 = $(`&lt;div id=&quot;html_25c99804b15d4befb24dbc9d508d67c4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: E&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 3:49 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_9e329ab7902d54cf3f8757d48de788b0.setContent(html_25c99804b15d4befb24dbc9d508d67c4);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_364931e0f53ba267446753cbe824a623.bindPopup(popup_9e329ab7902d54cf3f8757d48de788b0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_f47b18e38855e023c4486f1d105eef56 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_688f5e4c2facd05d0502953c680982ea = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ef894608be3e6d7465033f0ee7534b22 = $(`&lt;div id=&quot;html_ef894608be3e6d7465033f0ee7534b22&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2012&lt;br&gt;     Time of Day: 1:25 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_688f5e4c2facd05d0502953c680982ea.setContent(html_ef894608be3e6d7465033f0ee7534b22);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_f47b18e38855e023c4486f1d105eef56.bindPopup(popup_688f5e4c2facd05d0502953c680982ea)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e689ca88cb9045d2cefcc69a74c2da74 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_3c2b963c032eee91f30ab66fd2f7414a = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_dd4e6b7b6269c688fe2d50004b214c87 = $(`&lt;div id=&quot;html_dd4e6b7b6269c688fe2d50004b214c87&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2012&lt;br&gt;     Time of Day: 12:52 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_3c2b963c032eee91f30ab66fd2f7414a.setContent(html_dd4e6b7b6269c688fe2d50004b214c87);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_e689ca88cb9045d2cefcc69a74c2da74.bindPopup(popup_3c2b963c032eee91f30ab66fd2f7414a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d6f990fd18024413e5abe314f5124b37 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_8e2a3516ddd247e1feeadc06d581c04e = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_bc65477f20f6521aab24ff7c4526e32d = $(`&lt;div id=&quot;html_bc65477f20f6521aab24ff7c4526e32d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 11:41 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_8e2a3516ddd247e1feeadc06d581c04e.setContent(html_bc65477f20f6521aab24ff7c4526e32d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d6f990fd18024413e5abe314f5124b37.bindPopup(popup_8e2a3516ddd247e1feeadc06d581c04e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_51b377fee07b8f828025c6539a488b50 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_6fbacd67d4d9b1dcb034336827d7d81b = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e56a20f772ac4c80fb4be54ef0c6c65f = $(`&lt;div id=&quot;html_e56a20f772ac4c80fb4be54ef0c6c65f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: E&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 1:52 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_6fbacd67d4d9b1dcb034336827d7d81b.setContent(html_e56a20f772ac4c80fb4be54ef0c6c65f);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_51b377fee07b8f828025c6539a488b50.bindPopup(popup_6fbacd67d4d9b1dcb034336827d7d81b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_85535652f712079b8b23f65d0f4e2900 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_40e8e630010330a30b715e7d0c001856 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e8a1721f928b0a88dc5384c6b9d25702 = $(`&lt;div id=&quot;html_e8a1721f928b0a88dc5384c6b9d25702&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: S  / V3: S&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 3:02 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_40e8e630010330a30b715e7d0c001856.setContent(html_e8a1721f928b0a88dc5384c6b9d25702);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_85535652f712079b8b23f65d0f4e2900.bindPopup(popup_40e8e630010330a30b715e7d0c001856)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_6d4aec9134ea9021cefd4fbe15f0a64b = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_9c312addf5f000c60065d655a6a59acb = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8edb3a4da245d3421bba75c3aedaf9a5 = $(`&lt;div id=&quot;html_8edb3a4da245d3421bba75c3aedaf9a5&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: S&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 2:42 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_9c312addf5f000c60065d655a6a59acb.setContent(html_8edb3a4da245d3421bba75c3aedaf9a5);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_6d4aec9134ea9021cefd4fbe15f0a64b.bindPopup(popup_9c312addf5f000c60065d655a6a59acb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_05abda0e6f831a89b988e01546b1cf8d = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_b3393d85d9edbe34adc2a2416fc80d8c = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6d4e008d02706010cd9e44ed1100a6d6 = $(`&lt;div id=&quot;html_6d4e008d02706010cd9e44ed1100a6d6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: N&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 10:30 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_b3393d85d9edbe34adc2a2416fc80d8c.setContent(html_6d4e008d02706010cd9e44ed1100a6d6);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_05abda0e6f831a89b988e01546b1cf8d.bindPopup(popup_b3393d85d9edbe34adc2a2416fc80d8c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_1945bb83b2e7b573f6f1b67f8145f2fa = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_4366594bf4a10c1ef915e64fabf22fe3 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e9ad8efff3b68b4def588c2e8da11b82 = $(`&lt;div id=&quot;html_e9ad8efff3b68b4def588c2e8da11b82&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2014&lt;br&gt;     Time of Day: 7:06 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_4366594bf4a10c1ef915e64fabf22fe3.setContent(html_e9ad8efff3b68b4def588c2e8da11b82);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_1945bb83b2e7b573f6f1b67f8145f2fa.bindPopup(popup_4366594bf4a10c1ef915e64fabf22fe3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_1b137c79dffa4ff7a3e3b0b197c64332 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_436ed2e63e02937ab6fd9c454c21c47b = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0eb4e37daa87adcf46eaf50b72921944 = $(`&lt;div id=&quot;html_0eb4e37daa87adcf46eaf50b72921944&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2016&lt;br&gt;     Time of Day: 6:36 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_436ed2e63e02937ab6fd9c454c21c47b.setContent(html_0eb4e37daa87adcf46eaf50b72921944);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_1b137c79dffa4ff7a3e3b0b197c64332.bindPopup(popup_436ed2e63e02937ab6fd9c454c21c47b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e895f2285a5bef5643054cda8a148090 = L.circleMarker(\n",
       "                [42.22421730889812, -71.07067066738243],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_3f61797f262879311ebf2c2677721678 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_fc000b211749168cd22e71032b5c9e8f = $(`&lt;div id=&quot;html_fc000b211749168cd22e71032b5c9e8f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: N&lt;br&gt;     Year: 2016&lt;br&gt;     Time of Day: 12:10 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_3f61797f262879311ebf2c2677721678.setContent(html_fc000b211749168cd22e71032b5c9e8f);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_e895f2285a5bef5643054cda8a148090.bindPopup(popup_3f61797f262879311ebf2c2677721678)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_cf15e7bba093796ae78738ae0294e6f5 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_6d3d851af49d138780944b204eed978b = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_7d1bdff5ec3f13d7e153931f791d7520 = $(`&lt;div id=&quot;html_7d1bdff5ec3f13d7e153931f791d7520&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: N&lt;br&gt;     Year: 2016&lt;br&gt;     Time of Day: 8:57 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_6d3d851af49d138780944b204eed978b.setContent(html_7d1bdff5ec3f13d7e153931f791d7520);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_cf15e7bba093796ae78738ae0294e6f5.bindPopup(popup_6d3d851af49d138780944b204eed978b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8a2e517aad88bf11a8cc54071144ccf5 = L.circleMarker(\n",
       "                [42.224217474148, -71.070668528533],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_01189af298ab2aecaf949cf7db73d13d = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4ceaae5c4aaa1c19b4595e7c24023eed = $(`&lt;div id=&quot;html_4ceaae5c4aaa1c19b4595e7c24023eed&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 9:45 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_01189af298ab2aecaf949cf7db73d13d.setContent(html_4ceaae5c4aaa1c19b4595e7c24023eed);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_8a2e517aad88bf11a8cc54071144ccf5.bindPopup(popup_01189af298ab2aecaf949cf7db73d13d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_3b20bb97f53a28d6950428cad5b31912 = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_49853ecbea54ec5366400ac2258eab3f = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b4e0876fb39e1aca56ed24732d4aec9a = $(`&lt;div id=&quot;html_b4e0876fb39e1aca56ed24732d4aec9a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: E&lt;br&gt;     Year: 2005&lt;br&gt;     Time of Day: 10:08 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_49853ecbea54ec5366400ac2258eab3f.setContent(html_b4e0876fb39e1aca56ed24732d4aec9a);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_3b20bb97f53a28d6950428cad5b31912.bindPopup(popup_49853ecbea54ec5366400ac2258eab3f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_cd0cfde113d9188fda63f2839b2fe558 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a7af32d5e59bfca78685c73b459a09c3 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ab753909cc713211bc88bfaa68f25d24 = $(`&lt;div id=&quot;html_ab753909cc713211bc88bfaa68f25d24&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: Not Reported&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 7:50 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a7af32d5e59bfca78685c73b459a09c3.setContent(html_ab753909cc713211bc88bfaa68f25d24);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_cd0cfde113d9188fda63f2839b2fe558.bindPopup(popup_a7af32d5e59bfca78685c73b459a09c3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_ee6e2e547785719b54517eff85e1ea46 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_f7a8113e9e369bfc600bfa9b76aa24c6 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9d11f3287f0e785e9c0cfd759d5ed546 = $(`&lt;div id=&quot;html_9d11f3287f0e785e9c0cfd759d5ed546&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: E&lt;br&gt;     Year: 2010&lt;br&gt;     Time of Day: 2:35 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f7a8113e9e369bfc600bfa9b76aa24c6.setContent(html_9d11f3287f0e785e9c0cfd759d5ed546);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_ee6e2e547785719b54517eff85e1ea46.bindPopup(popup_f7a8113e9e369bfc600bfa9b76aa24c6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_6432eb31d72860ae73b45f4a653df917 = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_1bf25e27edb11ef98441712e764b4e25 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c4065b534c3b0929dc7884dd592b9008 = $(`&lt;div id=&quot;html_c4065b534c3b0929dc7884dd592b9008&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S  / V3: W&lt;br&gt;     Year: 2006&lt;br&gt;     Time of Day: 6:57 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_1bf25e27edb11ef98441712e764b4e25.setContent(html_c4065b534c3b0929dc7884dd592b9008);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_6432eb31d72860ae73b45f4a653df917.bindPopup(popup_1bf25e27edb11ef98441712e764b4e25)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_62d7b8ebc51ca603f59e12fe7023b488 = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_bc63e4ba5df392b19f4cbb70f4850a7e = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c38edbcea2e8f4953412364976cfacff = $(`&lt;div id=&quot;html_c38edbcea2e8f4953412364976cfacff&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: N&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 9:37 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_bc63e4ba5df392b19f4cbb70f4850a7e.setContent(html_c38edbcea2e8f4953412364976cfacff);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_62d7b8ebc51ca603f59e12fe7023b488.bindPopup(popup_bc63e4ba5df392b19f4cbb70f4850a7e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_07884541f09bbe88e742a49238acfdcf = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_43dbebbfa8327ce9ab3a4c12bef8e9f9 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_166c5aa4eefd402acc3223916b937d8e = $(`&lt;div id=&quot;html_166c5aa4eefd402acc3223916b937d8e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: N&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 7:22 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_43dbebbfa8327ce9ab3a4c12bef8e9f9.setContent(html_166c5aa4eefd402acc3223916b937d8e);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_07884541f09bbe88e742a49238acfdcf.bindPopup(popup_43dbebbfa8327ce9ab3a4c12bef8e9f9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b3fb6343d6f691958d42bbfdf29d8b6c = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_1ecc50649e6c82e0bab43f1df410a37d = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6e49ac59be61f7a1aa78346cf3697a3e = $(`&lt;div id=&quot;html_6e49ac59be61f7a1aa78346cf3697a3e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2010&lt;br&gt;     Time of Day: 1:04 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_1ecc50649e6c82e0bab43f1df410a37d.setContent(html_6e49ac59be61f7a1aa78346cf3697a3e);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_b3fb6343d6f691958d42bbfdf29d8b6c.bindPopup(popup_1ecc50649e6c82e0bab43f1df410a37d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_3c1c78c823c9e1d3385d653f9c23fdf8 = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_d410ff063fe407f634e9fbb10c343fe7 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e4e2b13893538fa222f0ae2d17798931 = $(`&lt;div id=&quot;html_e4e2b13893538fa222f0ae2d17798931&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: E&lt;br&gt;     Year: 2010&lt;br&gt;     Time of Day: 1:31 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_d410ff063fe407f634e9fbb10c343fe7.setContent(html_e4e2b13893538fa222f0ae2d17798931);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_3c1c78c823c9e1d3385d653f9c23fdf8.bindPopup(popup_d410ff063fe407f634e9fbb10c343fe7)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_61527cb3d4107a0a86c3b1384ecb0e4b = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_57ed5b0f7482794d3f0e2ed8b1479f04 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b42fee2a43502aa09e46c1d0287ae5d3 = $(`&lt;div id=&quot;html_b42fee2a43502aa09e46c1d0287ae5d3&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2011&lt;br&gt;     Time of Day: 3:11 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_57ed5b0f7482794d3f0e2ed8b1479f04.setContent(html_b42fee2a43502aa09e46c1d0287ae5d3);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_61527cb3d4107a0a86c3b1384ecb0e4b.bindPopup(popup_57ed5b0f7482794d3f0e2ed8b1479f04)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_0ddeb1383710b1ff2b149a6c8b9d588d = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_b0dd93c42a54919925a84995047df70c = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_eedf52cb56e983d54a8346a22aa55c19 = $(`&lt;div id=&quot;html_eedf52cb56e983d54a8346a22aa55c19&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2002&lt;br&gt;     Time of Day: 4:40 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_b0dd93c42a54919925a84995047df70c.setContent(html_eedf52cb56e983d54a8346a22aa55c19);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_0ddeb1383710b1ff2b149a6c8b9d588d.bindPopup(popup_b0dd93c42a54919925a84995047df70c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_5e511b3011d4cca0fb62be6bba517382 = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_4420e4a37a3c34e7f163bb79da64def4 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_229220aaf1d6ae123e8d3bf138a39de0 = $(`&lt;div id=&quot;html_229220aaf1d6ae123e8d3bf138a39de0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 1:50 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_4420e4a37a3c34e7f163bb79da64def4.setContent(html_229220aaf1d6ae123e8d3bf138a39de0);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_5e511b3011d4cca0fb62be6bba517382.bindPopup(popup_4420e4a37a3c34e7f163bb79da64def4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_f455c3e30cec33bfd319a4396f44cbac = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_3712752cf3bfcf1875b7b66a30617d9a = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1613b4bfd4c5684949253421965a1375 = $(`&lt;div id=&quot;html_1613b4bfd4c5684949253421965a1375&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 6:46 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_3712752cf3bfcf1875b7b66a30617d9a.setContent(html_1613b4bfd4c5684949253421965a1375);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_f455c3e30cec33bfd319a4396f44cbac.bindPopup(popup_3712752cf3bfcf1875b7b66a30617d9a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_ee021d2275d01385d604a12897d4e822 = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_c289d42a5015b46e21576f628091fc5e = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ae3bf876f232a30d6b6fb5ead516c08d = $(`&lt;div id=&quot;html_ae3bf876f232a30d6b6fb5ead516c08d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2006&lt;br&gt;     Time of Day: 8:32 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c289d42a5015b46e21576f628091fc5e.setContent(html_ae3bf876f232a30d6b6fb5ead516c08d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_ee021d2275d01385d604a12897d4e822.bindPopup(popup_c289d42a5015b46e21576f628091fc5e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_caea9bfb34e833f579b00cdd060bbc71 = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_10cf263fd6ed54017b3b0d478c2186c4 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_eaf1fcb5e2bfffa319a22dca89443e0f = $(`&lt;div id=&quot;html_eaf1fcb5e2bfffa319a22dca89443e0f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2006&lt;br&gt;     Time of Day: 2:32 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_10cf263fd6ed54017b3b0d478c2186c4.setContent(html_eaf1fcb5e2bfffa319a22dca89443e0f);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_caea9bfb34e833f579b00cdd060bbc71.bindPopup(popup_10cf263fd6ed54017b3b0d478c2186c4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_de163aaaca2e6a73ef5c57c39ade5f89 = L.circleMarker(\n",
       "                [42.224219996161004, -71.07064000035952],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_7c165bff607d35afd51e0fa5cbe68f14 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_14886a65bad63b042501e63b7df59f56 = $(`&lt;div id=&quot;html_14886a65bad63b042501e63b7df59f56&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 11:50 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_7c165bff607d35afd51e0fa5cbe68f14.setContent(html_14886a65bad63b042501e63b7df59f56);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_de163aaaca2e6a73ef5c57c39ade5f89.bindPopup(popup_7c165bff607d35afd51e0fa5cbe68f14)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_db286126a2a624a709c7111e28c9321d = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_76be0f3a8689a2db9725fbfeb1babffa = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a5bf811e0914c13d36dfefdd3274e96a = $(`&lt;div id=&quot;html_a5bf811e0914c13d36dfefdd3274e96a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2005&lt;br&gt;     Time of Day: 10:58 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_76be0f3a8689a2db9725fbfeb1babffa.setContent(html_a5bf811e0914c13d36dfefdd3274e96a);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_db286126a2a624a709c7111e28c9321d.bindPopup(popup_76be0f3a8689a2db9725fbfeb1babffa)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_baf018676ae8ab06d4fb9fff4b843688 = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_59be29c785f3c9134c216794497d20df = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a89a34579f58f4115f243f2340aa6b1c = $(`&lt;div id=&quot;html_a89a34579f58f4115f243f2340aa6b1c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2011&lt;br&gt;     Time of Day: 5:59 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_59be29c785f3c9134c216794497d20df.setContent(html_a89a34579f58f4115f243f2340aa6b1c);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_baf018676ae8ab06d4fb9fff4b843688.bindPopup(popup_59be29c785f3c9134c216794497d20df)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e56c1860c434812db3d43418eb0cc903 = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_2559df66d513d9d781519b5681149a09 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_34554b910baae0ea9567e4d22ed9f3ae = $(`&lt;div id=&quot;html_34554b910baae0ea9567e4d22ed9f3ae&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: S  / V3: N&lt;br&gt;     Year: 2011&lt;br&gt;     Time of Day: 3:48 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_2559df66d513d9d781519b5681149a09.setContent(html_34554b910baae0ea9567e4d22ed9f3ae);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_e56c1860c434812db3d43418eb0cc903.bindPopup(popup_2559df66d513d9d781519b5681149a09)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_1d91f949aa99d3f24c96eda48860be65 = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_9f276155055449789e32d9fbd9e9439d = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_848a0ded150a37d4ce253c94d3985e94 = $(`&lt;div id=&quot;html_848a0ded150a37d4ce253c94d3985e94&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S  / V3: S&lt;br&gt;     Year: 2011&lt;br&gt;     Time of Day: 8:43 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_9f276155055449789e32d9fbd9e9439d.setContent(html_848a0ded150a37d4ce253c94d3985e94);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_1d91f949aa99d3f24c96eda48860be65.bindPopup(popup_9f276155055449789e32d9fbd9e9439d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_0d1a33b28b6131e4405916cb77db8c4b = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a83f54a7d6435a9df02ee26fc9c1cc40 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_61efc4f57c8078654f3fb5eaab0b8a30 = $(`&lt;div id=&quot;html_61efc4f57c8078654f3fb5eaab0b8a30&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2002&lt;br&gt;     Time of Day: 8:49 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a83f54a7d6435a9df02ee26fc9c1cc40.setContent(html_61efc4f57c8078654f3fb5eaab0b8a30);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_0d1a33b28b6131e4405916cb77db8c4b.bindPopup(popup_a83f54a7d6435a9df02ee26fc9c1cc40)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_938c5cea1c4ee0b9e32e9941197fb382 = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_1f8d12047b163020f46d9115e0d63029 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_dc87a9e1bbeb3997959f400683fc1863 = $(`&lt;div id=&quot;html_dc87a9e1bbeb3997959f400683fc1863&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: N&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 3:09 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_1f8d12047b163020f46d9115e0d63029.setContent(html_dc87a9e1bbeb3997959f400683fc1863);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_938c5cea1c4ee0b9e32e9941197fb382.bindPopup(popup_1f8d12047b163020f46d9115e0d63029)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_6d267e5a4a5f155b089632bf332dfc15 = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_6e45780f9e058ee1ad7c65966a913156 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b565f5581abbc15abdd01ac509b9786f = $(`&lt;div id=&quot;html_b565f5581abbc15abdd01ac509b9786f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2011&lt;br&gt;     Time of Day: 7:22 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_6e45780f9e058ee1ad7c65966a913156.setContent(html_b565f5581abbc15abdd01ac509b9786f);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_6d267e5a4a5f155b089632bf332dfc15.bindPopup(popup_6e45780f9e058ee1ad7c65966a913156)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_c6b188ec9faa39e091ce53f17d7a0e37 = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_10ba14f765df95b4f8c1db339fa77c41 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_35b7c88b126f51e2fd355cf94a0e94fe = $(`&lt;div id=&quot;html_35b7c88b126f51e2fd355cf94a0e94fe&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N  / V3: S&lt;br&gt;     Year: 2005&lt;br&gt;     Time of Day: 11:45 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_10ba14f765df95b4f8c1db339fa77c41.setContent(html_35b7c88b126f51e2fd355cf94a0e94fe);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_c6b188ec9faa39e091ce53f17d7a0e37.bindPopup(popup_10ba14f765df95b4f8c1db339fa77c41)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_293045216719b86d10a6d0a3b2cab635 = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_518523f6508f9c018166994a23655835 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5ccb5da0fa9ca7ca07196081674e2dac = $(`&lt;div id=&quot;html_5ccb5da0fa9ca7ca07196081674e2dac&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 9:55 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_518523f6508f9c018166994a23655835.setContent(html_5ccb5da0fa9ca7ca07196081674e2dac);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_293045216719b86d10a6d0a3b2cab635.bindPopup(popup_518523f6508f9c018166994a23655835)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_6a8920b09b949393edd4ff83dc03daba = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_ab4cb50e51c73d57b0e480dfc8945921 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0aae7af6992f195e0acf9ce9232b0f44 = $(`&lt;div id=&quot;html_0aae7af6992f195e0acf9ce9232b0f44&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2011&lt;br&gt;     Time of Day: 8:22 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_ab4cb50e51c73d57b0e480dfc8945921.setContent(html_0aae7af6992f195e0acf9ce9232b0f44);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_6a8920b09b949393edd4ff83dc03daba.bindPopup(popup_ab4cb50e51c73d57b0e480dfc8945921)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_065bfe1030505dc023802cdaea86e3de = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_c5e2fcdfd493b55d4a0cf26843121167 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a0c1f110f221b0cb901fd8f587858281 = $(`&lt;div id=&quot;html_a0c1f110f221b0cb901fd8f587858281&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: Not Reported&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 2:13 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c5e2fcdfd493b55d4a0cf26843121167.setContent(html_a0c1f110f221b0cb901fd8f587858281);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_065bfe1030505dc023802cdaea86e3de.bindPopup(popup_c5e2fcdfd493b55d4a0cf26843121167)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8b94a15df2bf6cc9b97f089d7626f2ca = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_3836df4bc49452c822b8298fc5738660 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6b8b11eca73e50625536230b72ef234e = $(`&lt;div id=&quot;html_6b8b11eca73e50625536230b72ef234e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: W&lt;br&gt;     Year: 2005&lt;br&gt;     Time of Day: 2:10 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_3836df4bc49452c822b8298fc5738660.setContent(html_6b8b11eca73e50625536230b72ef234e);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_8b94a15df2bf6cc9b97f089d7626f2ca.bindPopup(popup_3836df4bc49452c822b8298fc5738660)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_dec0b8766f277e998bb9e9fb57c5dda9 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_abdf610c1fb030e94ceb355243cb1aed = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_08556b509d46f24a1a163d602192f12c = $(`&lt;div id=&quot;html_08556b509d46f24a1a163d602192f12c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E&lt;br&gt;     Year: 2012&lt;br&gt;     Time of Day: 2:33 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_abdf610c1fb030e94ceb355243cb1aed.setContent(html_08556b509d46f24a1a163d602192f12c);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_dec0b8766f277e998bb9e9fb57c5dda9.bindPopup(popup_abdf610c1fb030e94ceb355243cb1aed)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e998bdb6bdfe66bf50b7e362ecc580f1 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a47227c6911c8320544069790b33bd20 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1f35f085c6fb7515e57db7160954b6da = $(`&lt;div id=&quot;html_1f35f085c6fb7515e57db7160954b6da&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2014&lt;br&gt;     Time of Day: 2:53 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a47227c6911c8320544069790b33bd20.setContent(html_1f35f085c6fb7515e57db7160954b6da);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_e998bdb6bdfe66bf50b7e362ecc580f1.bindPopup(popup_a47227c6911c8320544069790b33bd20)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_c2431e992aea87b41b14b2ebf10cee77 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_5e572fa547307bc8b5f367526c07483d = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_151776fb7ffde3940e23fa0e2a915c86 = $(`&lt;div id=&quot;html_151776fb7ffde3940e23fa0e2a915c86&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: E&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 11:13 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_5e572fa547307bc8b5f367526c07483d.setContent(html_151776fb7ffde3940e23fa0e2a915c86);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_c2431e992aea87b41b14b2ebf10cee77.bindPopup(popup_5e572fa547307bc8b5f367526c07483d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_6c99b81e6d8bb649f5abf3b50ce47fb7 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_ce9671020653a476b971d423417168a4 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e7a4bbf4c86c0665e6eafe0be0b4dcb9 = $(`&lt;div id=&quot;html_e7a4bbf4c86c0665e6eafe0be0b4dcb9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: N  / V3: W&lt;br&gt;     Year: 2016&lt;br&gt;     Time of Day: 8:42 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_ce9671020653a476b971d423417168a4.setContent(html_e7a4bbf4c86c0665e6eafe0be0b4dcb9);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_6c99b81e6d8bb649f5abf3b50ce47fb7.bindPopup(popup_ce9671020653a476b971d423417168a4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_2c8092537adaf2d4fcfdd72bbe198f02 = L.circleMarker(\n",
       "                [42.22421728804319, -71.07066866218784],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a1d448b8e23588e354364361ce6e0adc = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_90c5f08048e273113b4fcbdf4791c410 = $(`&lt;div id=&quot;html_90c5f08048e273113b4fcbdf4791c410&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: N&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 6:47 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a1d448b8e23588e354364361ce6e0adc.setContent(html_90c5f08048e273113b4fcbdf4791c410);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_2c8092537adaf2d4fcfdd72bbe198f02.bindPopup(popup_a1d448b8e23588e354364361ce6e0adc)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d9ad17c309c17f2d562f51f785ba0f50 = L.circleMarker(\n",
       "                [42.22421728804319, -71.07066866218784],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_26bcd9a2feaa2ca14dc26fe9c0d858bf = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e67ee5c5f0b1af0dcf2dc4a392c94168 = $(`&lt;div id=&quot;html_e67ee5c5f0b1af0dcf2dc4a392c94168&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 6:19 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_26bcd9a2feaa2ca14dc26fe9c0d858bf.setContent(html_e67ee5c5f0b1af0dcf2dc4a392c94168);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d9ad17c309c17f2d562f51f785ba0f50.bindPopup(popup_26bcd9a2feaa2ca14dc26fe9c0d858bf)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_6324a6cab7993ddb6c56a9d434036908 = L.circleMarker(\n",
       "                [42.224217288047704, -71.07066866339913],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a754a631bef14e2e76b6c756bb99c4b8 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8df8fa97cf7b032959d62b516a15a997 = $(`&lt;div id=&quot;html_8df8fa97cf7b032959d62b516a15a997&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2023&lt;br&gt;     Time of Day: 10:28 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a754a631bef14e2e76b6c756bb99c4b8.setContent(html_8df8fa97cf7b032959d62b516a15a997);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_6324a6cab7993ddb6c56a9d434036908.bindPopup(popup_a754a631bef14e2e76b6c756bb99c4b8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_0286e04b0b46c33df4fc7ba56ea258d4 = L.circleMarker(\n",
       "                [42.224217288047704, -71.07066866339913],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_6d5ae20ea3e3e36a5c8d6b4984b141b3 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d13372768731f85f6094d40f48422d2c = $(`&lt;div id=&quot;html_d13372768731f85f6094d40f48422d2c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2023&lt;br&gt;     Time of Day: 2:03 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_6d5ae20ea3e3e36a5c8d6b4984b141b3.setContent(html_d13372768731f85f6094d40f48422d2c);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_0286e04b0b46c33df4fc7ba56ea258d4.bindPopup(popup_6d5ae20ea3e3e36a5c8d6b4984b141b3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8cc09ba04734bc2b2897fcc5d423ee87 = L.circleMarker(\n",
       "                [42.224217288047704, -71.07066866339913],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_111fcf3449085e13183c622358a1f6d4 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ed416bc94bdaa83e4d757c7c036cb41a = $(`&lt;div id=&quot;html_ed416bc94bdaa83e4d757c7c036cb41a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: N&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 12:42 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_111fcf3449085e13183c622358a1f6d4.setContent(html_ed416bc94bdaa83e4d757c7c036cb41a);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_8cc09ba04734bc2b2897fcc5d423ee87.bindPopup(popup_111fcf3449085e13183c622358a1f6d4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_15de1a56ce14134869ae631c7bd7a626 = L.circleMarker(\n",
       "                [42.22421728804319, -71.07066866218784],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_bdb85bb8d328c4bc63d07f02a9979e12 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1052b2f76110cc2775f71cdc799da163 = $(`&lt;div id=&quot;html_1052b2f76110cc2775f71cdc799da163&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: E&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 1:08 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_bdb85bb8d328c4bc63d07f02a9979e12.setContent(html_1052b2f76110cc2775f71cdc799da163);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_15de1a56ce14134869ae631c7bd7a626.bindPopup(popup_bdb85bb8d328c4bc63d07f02a9979e12)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_bcf2806b112aa2343aae74b9572ab973 = L.circleMarker(\n",
       "                [42.22421728804319, -71.07066866218784],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_f816f8c4df8e17d3544452568e8f0ad3 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_48789a7aa5d41bca107d1f309bf5d37b = $(`&lt;div id=&quot;html_48789a7aa5d41bca107d1f309bf5d37b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: W  / V3: N  / V4: S&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 11:36 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f816f8c4df8e17d3544452568e8f0ad3.setContent(html_48789a7aa5d41bca107d1f309bf5d37b);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_bcf2806b112aa2343aae74b9572ab973.bindPopup(popup_f816f8c4df8e17d3544452568e8f0ad3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_9d32e557cfeb8c2c53d401cea4e13c2a = L.circleMarker(\n",
       "                [42.22421728804319, -71.07066866218784],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_5e66ca717b3964c4baa41746ea000919 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e71e453b5b2f83e6bbd5ba3c715b21fc = $(`&lt;div id=&quot;html_e71e453b5b2f83e6bbd5ba3c715b21fc&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 11:02 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_5e66ca717b3964c4baa41746ea000919.setContent(html_e71e453b5b2f83e6bbd5ba3c715b21fc);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_9d32e557cfeb8c2c53d401cea4e13c2a.bindPopup(popup_5e66ca717b3964c4baa41746ea000919)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e2ef8bcce7791f2f30fc565e8fe39b3e = L.circleMarker(\n",
       "                [42.22421728804319, -71.07066866218784],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_fe41b7b180a4adcabca7864993efdb25 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9f98f677845a59c98607f68f777f2103 = $(`&lt;div id=&quot;html_9f98f677845a59c98607f68f777f2103&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: N&lt;br&gt;     Year: 2020&lt;br&gt;     Time of Day: 7:31 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_fe41b7b180a4adcabca7864993efdb25.setContent(html_9f98f677845a59c98607f68f777f2103);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_e2ef8bcce7791f2f30fc565e8fe39b3e.bindPopup(popup_fe41b7b180a4adcabca7864993efdb25)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_1892ce507bf0ef9eefc7806e37104d50 = L.circleMarker(\n",
       "                [42.22421728804319, -71.07066866218784],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_8e502b447d7a57dd75f394911c993d96 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_bd05a0df0f06c73ced6904da518dbc3d = $(`&lt;div id=&quot;html_bd05a0df0f06c73ced6904da518dbc3d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 8:27 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_8e502b447d7a57dd75f394911c993d96.setContent(html_bd05a0df0f06c73ced6904da518dbc3d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_1892ce507bf0ef9eefc7806e37104d50.bindPopup(popup_8e502b447d7a57dd75f394911c993d96)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_873be2bb45b355bfeef1ab0032b731ee = L.circleMarker(\n",
       "                [42.22421728804319, -71.07066866218784],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_ade486b21ba0bd47c8ec3eff3734b4a6 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4e3ef20f25bfd7e20300c453165e1f92 = $(`&lt;div id=&quot;html_4e3ef20f25bfd7e20300c453165e1f92&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: N&lt;br&gt;     Year: 2020&lt;br&gt;     Time of Day: 1:32 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_ade486b21ba0bd47c8ec3eff3734b4a6.setContent(html_4e3ef20f25bfd7e20300c453165e1f92);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_873be2bb45b355bfeef1ab0032b731ee.bindPopup(popup_ade486b21ba0bd47c8ec3eff3734b4a6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b08eaf6dcf317121485d85ca7a649f83 = L.circleMarker(\n",
       "                [42.22421728804319, -71.07066866218784],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_4ad28b3c3136af0e463af95cb1e8d37b = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b0f72220e1c7ade7d2ee9e6e7bb212b3 = $(`&lt;div id=&quot;html_b0f72220e1c7ade7d2ee9e6e7bb212b3&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2020&lt;br&gt;     Time of Day: 4:15 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_4ad28b3c3136af0e463af95cb1e8d37b.setContent(html_b0f72220e1c7ade7d2ee9e6e7bb212b3);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_b08eaf6dcf317121485d85ca7a649f83.bindPopup(popup_4ad28b3c3136af0e463af95cb1e8d37b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d6407647f9292b234bc1527a2fffeaee = L.circleMarker(\n",
       "                [42.22421728804319, -71.07066866218784],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_8f6b68395cee0e6deb3cc4cb9fd901ed = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a7639204e282da8ef19e5d50c6ce2047 = $(`&lt;div id=&quot;html_a7639204e282da8ef19e5d50c6ce2047&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: N&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 9:05 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_8f6b68395cee0e6deb3cc4cb9fd901ed.setContent(html_a7639204e282da8ef19e5d50c6ce2047);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d6407647f9292b234bc1527a2fffeaee.bindPopup(popup_8f6b68395cee0e6deb3cc4cb9fd901ed)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e98e9de424fa69df380ac517384512a2 = L.circleMarker(\n",
       "                [42.224217288047704, -71.07066866339913],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_254aa827761b266b3794d49089d61fa2 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_059017e2dcb76d86acb1e64d69b8739d = $(`&lt;div id=&quot;html_059017e2dcb76d86acb1e64d69b8739d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 8:38 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_254aa827761b266b3794d49089d61fa2.setContent(html_059017e2dcb76d86acb1e64d69b8739d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_e98e9de424fa69df380ac517384512a2.bindPopup(popup_254aa827761b266b3794d49089d61fa2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_48434accc3f2c4f90814d1b8e59a8361 = L.circleMarker(\n",
       "                [42.22421728804319, -71.07066866218784],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_c501728f51193b56731da5fcb0911347 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_cc2a334bd791f77bed42e2c871da319b = $(`&lt;div id=&quot;html_cc2a334bd791f77bed42e2c871da319b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2020&lt;br&gt;     Time of Day: 11:43 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c501728f51193b56731da5fcb0911347.setContent(html_cc2a334bd791f77bed42e2c871da319b);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_48434accc3f2c4f90814d1b8e59a8361.bindPopup(popup_c501728f51193b56731da5fcb0911347)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_7850fe6082f2bf9bc856fdc61ff629fa = L.circleMarker(\n",
       "                [42.22421728804319, -71.07066866218784],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_677a94ab60c28dded6ede07b5a500967 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4b0bc2c837ecbcc5f4dfc1f849d74d93 = $(`&lt;div id=&quot;html_4b0bc2c837ecbcc5f4dfc1f849d74d93&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 7:17 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_677a94ab60c28dded6ede07b5a500967.setContent(html_4b0bc2c837ecbcc5f4dfc1f849d74d93);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_7850fe6082f2bf9bc856fdc61ff629fa.bindPopup(popup_677a94ab60c28dded6ede07b5a500967)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_121e33bc4a4f94242150a438d272f55f = L.circleMarker(\n",
       "                [42.22421728804319, -71.07066866218784],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_1ba70d0a618932ffe2463a179f7d341a = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_dbabe100d44e96025ba8e249398657fa = $(`&lt;div id=&quot;html_dbabe100d44e96025ba8e249398657fa&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 6:00 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_1ba70d0a618932ffe2463a179f7d341a.setContent(html_dbabe100d44e96025ba8e249398657fa);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_121e33bc4a4f94242150a438d272f55f.bindPopup(popup_1ba70d0a618932ffe2463a179f7d341a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8e3daebec72a5d686b84d48b876e5616 = L.circleMarker(\n",
       "                [42.22421728804319, -71.07066866218784],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_db4a2ce4236f0bf220ddbccff23e7a56 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_307192288c17fd0946993afaae99daba = $(`&lt;div id=&quot;html_307192288c17fd0946993afaae99daba&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: E&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 8:45 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_db4a2ce4236f0bf220ddbccff23e7a56.setContent(html_307192288c17fd0946993afaae99daba);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_8e3daebec72a5d686b84d48b876e5616.bindPopup(popup_db4a2ce4236f0bf220ddbccff23e7a56)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_3ffd5d1bee0e83408547454579dd7e00 = L.circleMarker(\n",
       "                [42.22421723510679, -71.07066467188483],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_cd3dd75310efd57c65e3517ebc3f9015 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4c8425d23060e968f77f0cd7a81b729b = $(`&lt;div id=&quot;html_4c8425d23060e968f77f0cd7a81b729b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: S&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 5:02 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_cd3dd75310efd57c65e3517ebc3f9015.setContent(html_4c8425d23060e968f77f0cd7a81b729b);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_3ffd5d1bee0e83408547454579dd7e00.bindPopup(popup_cd3dd75310efd57c65e3517ebc3f9015)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_ae85f85e372aa6866e0c7c0862442b07 = L.circleMarker(\n",
       "                [42.22421031656135, -71.07066807271802],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_7e513a52bf61664074532166a0c1d572 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_2caa51c305b1fb5ce06cc6dd4141d52f = $(`&lt;div id=&quot;html_2caa51c305b1fb5ce06cc6dd4141d52f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: W&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 5:02 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_7e513a52bf61664074532166a0c1d572.setContent(html_2caa51c305b1fb5ce06cc6dd4141d52f);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_ae85f85e372aa6866e0c7c0862442b07.bindPopup(popup_7e513a52bf61664074532166a0c1d572)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b0d9e17283b06323fbf753483b7497c2 = L.circleMarker(\n",
       "                [42.224209260849655, -71.07066798295806],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_e7a9568da1d822470562b287e9c5c639 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4f9ac978e20523f18091dc68bd6b2d5a = $(`&lt;div id=&quot;html_4f9ac978e20523f18091dc68bd6b2d5a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 7:05 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e7a9568da1d822470562b287e9c5c639.setContent(html_4f9ac978e20523f18091dc68bd6b2d5a);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_b0d9e17283b06323fbf753483b7497c2.bindPopup(popup_e7a9568da1d822470562b287e9c5c639)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_7e69f7b30e1654ba4202b8fb95a409ac = L.circleMarker(\n",
       "                [42.2242085515571, -71.07066792265196],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_2d531c338081d5c6bc9a8455c34e53e4 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_37cc184f590cd14964f955f77f67e851 = $(`&lt;div id=&quot;html_37cc184f590cd14964f955f77f67e851&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: E&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 7:53 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_2d531c338081d5c6bc9a8455c34e53e4.setContent(html_37cc184f590cd14964f955f77f67e851);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_7e69f7b30e1654ba4202b8fb95a409ac.bindPopup(popup_2d531c338081d5c6bc9a8455c34e53e4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d456914b9ed554a7868556a2ebf05890 = L.circleMarker(\n",
       "                [42.224199637520705, -71.07066716475411],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_8404c3c8cf401985bc9e1da65ae04e4f = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a1ae86128f756ef92a728df757e489d8 = $(`&lt;div id=&quot;html_a1ae86128f756ef92a728df757e489d8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: N&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 10:56 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_8404c3c8cf401985bc9e1da65ae04e4f.setContent(html_a1ae86128f756ef92a728df757e489d8);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d456914b9ed554a7868556a2ebf05890.bindPopup(popup_8404c3c8cf401985bc9e1da65ae04e4f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_317545c1c3f02ce2956ca3f1fcc24dac = L.circleMarker(\n",
       "                [42.2241916590823, -71.07066648640377],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_ec4730cab47dd400b5930a7e6a745cb0 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b9b8d2c82d08c3da8700b21f03eefdb0 = $(`&lt;div id=&quot;html_b9b8d2c82d08c3da8700b21f03eefdb0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: N&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 9:32 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_ec4730cab47dd400b5930a7e6a745cb0.setContent(html_b9b8d2c82d08c3da8700b21f03eefdb0);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_317545c1c3f02ce2956ca3f1fcc24dac.bindPopup(popup_ec4730cab47dd400b5930a7e6a745cb0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_10ab924be9df028ea9eaa4d5a87b083c = L.circleMarker(\n",
       "                [42.22415639297593, -71.07066348797731],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_883e88a23cf47713105f675a3960f7bf = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5ebe837aae20163a83f145326dd86296 = $(`&lt;div id=&quot;html_5ebe837aae20163a83f145326dd86296&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: N&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 3:38 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_883e88a23cf47713105f675a3960f7bf.setContent(html_5ebe837aae20163a83f145326dd86296);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_10ab924be9df028ea9eaa4d5a87b083c.bindPopup(popup_883e88a23cf47713105f675a3960f7bf)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_29c488bd1be26d7713aa948d81176f9d = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_07269e33d4ea8d45f495761c039f1582 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f5129be3cf3eb9ded0e16e52b06167eb = $(`&lt;div id=&quot;html_f5129be3cf3eb9ded0e16e52b06167eb&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: N&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 1:04 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_07269e33d4ea8d45f495761c039f1582.setContent(html_f5129be3cf3eb9ded0e16e52b06167eb);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_29c488bd1be26d7713aa948d81176f9d.bindPopup(popup_07269e33d4ea8d45f495761c039f1582)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_ca9b5f535c13adf7bcc0ee24fef5d7f2 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_c5dbc948f05d1e9a0b247546e3d89cf2 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8b5f3d0c355d1c46507ddf2755a618c6 = $(`&lt;div id=&quot;html_8b5f3d0c355d1c46507ddf2755a618c6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2014&lt;br&gt;     Time of Day: 8:54 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c5dbc948f05d1e9a0b247546e3d89cf2.setContent(html_8b5f3d0c355d1c46507ddf2755a618c6);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_ca9b5f535c13adf7bcc0ee24fef5d7f2.bindPopup(popup_c5dbc948f05d1e9a0b247546e3d89cf2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_fc1d7767f3b09a44f6402f83927e98a7 = L.circleMarker(\n",
       "                [42.22421728804319, -71.07066866218784],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_cd605f0589a45d59167a17333521977c = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d0cc847275fba47a377b13e148661cce = $(`&lt;div id=&quot;html_d0cc847275fba47a377b13e148661cce&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: S&lt;br&gt;     Year: 2020&lt;br&gt;     Time of Day: 1:22 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_cd605f0589a45d59167a17333521977c.setContent(html_d0cc847275fba47a377b13e148661cce);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_fc1d7767f3b09a44f6402f83927e98a7.bindPopup(popup_cd605f0589a45d59167a17333521977c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_3493949388def5a86ba29cc10d845506 = L.circleMarker(\n",
       "                [42.22421728804319, -71.07066866218784],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_f255b5981f2a7920f6d13fcc931bd1e8 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_2a248c4b1e0188c36460f525bfd89e9b = $(`&lt;div id=&quot;html_2a248c4b1e0188c36460f525bfd89e9b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: E  / V3: W&lt;br&gt;     Year: 2020&lt;br&gt;     Time of Day: 2:50 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f255b5981f2a7920f6d13fcc931bd1e8.setContent(html_2a248c4b1e0188c36460f525bfd89e9b);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_3493949388def5a86ba29cc10d845506.bindPopup(popup_f255b5981f2a7920f6d13fcc931bd1e8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_a069512bd1447c56958f99074bb1bef0 = L.circleMarker(\n",
       "                [42.22421728804319, -71.07066866218784],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_dc26131e78ed5f39907a587ce9af6c81 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_61e55cebfea0ea3fde12c7512a428a1f = $(`&lt;div id=&quot;html_61e55cebfea0ea3fde12c7512a428a1f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 5:53 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_dc26131e78ed5f39907a587ce9af6c81.setContent(html_61e55cebfea0ea3fde12c7512a428a1f);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_a069512bd1447c56958f99074bb1bef0.bindPopup(popup_dc26131e78ed5f39907a587ce9af6c81)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_a288ef3435273742191f4c2755280bf9 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_d4cffe563569da6c6546deb726577e31 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ce5c1467478a91b3f3ec121859190673 = $(`&lt;div id=&quot;html_ce5c1467478a91b3f3ec121859190673&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: E&lt;br&gt;     Year: 2016&lt;br&gt;     Time of Day: 9:03 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_d4cffe563569da6c6546deb726577e31.setContent(html_ce5c1467478a91b3f3ec121859190673);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_a288ef3435273742191f4c2755280bf9.bindPopup(popup_d4cffe563569da6c6546deb726577e31)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_0a421b525ae587bd631f876e603f446a = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_ddcb1bf4e45443d9661cb30e753a9b03 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d2c1a7e3b265ecbf47e7b5b47fdefb1e = $(`&lt;div id=&quot;html_d2c1a7e3b265ecbf47e7b5b47fdefb1e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: W&lt;br&gt;     Year: 2014&lt;br&gt;     Time of Day: 7:10 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_ddcb1bf4e45443d9661cb30e753a9b03.setContent(html_d2c1a7e3b265ecbf47e7b5b47fdefb1e);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_0a421b525ae587bd631f876e603f446a.bindPopup(popup_ddcb1bf4e45443d9661cb30e753a9b03)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_2c63837913289a5af7c903949fe32208 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_8c0d33a047e49b7c782ceef5b4d3399a = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c7b8256c967eb02da3bb2c8607b45445 = $(`&lt;div id=&quot;html_c7b8256c967eb02da3bb2c8607b45445&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: W  / V3: W&lt;br&gt;     Year: 2016&lt;br&gt;     Time of Day: 2:41 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_8c0d33a047e49b7c782ceef5b4d3399a.setContent(html_c7b8256c967eb02da3bb2c8607b45445);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_2c63837913289a5af7c903949fe32208.bindPopup(popup_8c0d33a047e49b7c782ceef5b4d3399a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d7706b7dc2e7f05d4ee646a824826032 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_f7da6a540d9f3068418626947e6df5cf = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ad71cdee12919c38b9ea6f7c82878d36 = $(`&lt;div id=&quot;html_ad71cdee12919c38b9ea6f7c82878d36&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 6:14 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f7da6a540d9f3068418626947e6df5cf.setContent(html_ad71cdee12919c38b9ea6f7c82878d36);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d7706b7dc2e7f05d4ee646a824826032.bindPopup(popup_f7da6a540d9f3068418626947e6df5cf)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8bc0b40bf4378a94928dc489f6768653 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_3a5451486807f951902a88f264ca2454 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1126d5c9a7aa028ca1d285c36c7e09b9 = $(`&lt;div id=&quot;html_1126d5c9a7aa028ca1d285c36c7e09b9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: N&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 10:21 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_3a5451486807f951902a88f264ca2454.setContent(html_1126d5c9a7aa028ca1d285c36c7e09b9);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_8bc0b40bf4378a94928dc489f6768653.bindPopup(popup_3a5451486807f951902a88f264ca2454)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_a31892ffd8a4c7c46c17e5666c1416ff = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_314bc72f4b8dee89b140743e66da9a49 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_83444bce5e0a780fc65fac20b932b85b = $(`&lt;div id=&quot;html_83444bce5e0a780fc65fac20b932b85b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2012&lt;br&gt;     Time of Day: 8:43 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_314bc72f4b8dee89b140743e66da9a49.setContent(html_83444bce5e0a780fc65fac20b932b85b);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_a31892ffd8a4c7c46c17e5666c1416ff.bindPopup(popup_314bc72f4b8dee89b140743e66da9a49)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_0a09d90a487b56602b3188d70033101d = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_46d0c6b9ea7e0fcdf8e0d73c1d72356a = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b9670181c0d9bea584bc706ceb5cda49 = $(`&lt;div id=&quot;html_b9670181c0d9bea584bc706ceb5cda49&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: E&lt;br&gt;     Year: 2015&lt;br&gt;     Time of Day: 7:58 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_46d0c6b9ea7e0fcdf8e0d73c1d72356a.setContent(html_b9670181c0d9bea584bc706ceb5cda49);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_0a09d90a487b56602b3188d70033101d.bindPopup(popup_46d0c6b9ea7e0fcdf8e0d73c1d72356a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_762d6e767694d9b24c8b04d4889e2419 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_20f5179533f9bb9cbc700987c600ef58 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_abe2bf48e13b55bef6dca5af31309d67 = $(`&lt;div id=&quot;html_abe2bf48e13b55bef6dca5af31309d67&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: W&lt;br&gt;     Year: 2011&lt;br&gt;     Time of Day: 1:16 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_20f5179533f9bb9cbc700987c600ef58.setContent(html_abe2bf48e13b55bef6dca5af31309d67);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_762d6e767694d9b24c8b04d4889e2419.bindPopup(popup_20f5179533f9bb9cbc700987c600ef58)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_c34ea77b986e18113587a9e6d79f58be = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_9b1a3825a0ad6c2de0e3ccf6d9e5d7ba = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_272043f8c91efc330120625a5aaf7f03 = $(`&lt;div id=&quot;html_272043f8c91efc330120625a5aaf7f03&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: S&lt;br&gt;     Year: 2016&lt;br&gt;     Time of Day: 9:04 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_9b1a3825a0ad6c2de0e3ccf6d9e5d7ba.setContent(html_272043f8c91efc330120625a5aaf7f03);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_c34ea77b986e18113587a9e6d79f58be.bindPopup(popup_9b1a3825a0ad6c2de0e3ccf6d9e5d7ba)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_5f3b487dde52e6c67e7c74d4d3e4a58b = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_4a8bdabcfa0b2c9781e45066fa695b3c = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ead8c8f280b92fa2497b7fc693bc6ca8 = $(`&lt;div id=&quot;html_ead8c8f280b92fa2497b7fc693bc6ca8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: S&lt;br&gt;     Year: 2015&lt;br&gt;     Time of Day: 4:31 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_4a8bdabcfa0b2c9781e45066fa695b3c.setContent(html_ead8c8f280b92fa2497b7fc693bc6ca8);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_5f3b487dde52e6c67e7c74d4d3e4a58b.bindPopup(popup_4a8bdabcfa0b2c9781e45066fa695b3c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_67797d2ecb66c9807ddebef9eb0d5e3c = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_9f882e58215753f6d563587ae02e2a39 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e4e4fa08403a89dadace750160215185 = $(`&lt;div id=&quot;html_e4e4fa08403a89dadace750160215185&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: S&lt;br&gt;     Year: 2012&lt;br&gt;     Time of Day: 4:09 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_9f882e58215753f6d563587ae02e2a39.setContent(html_e4e4fa08403a89dadace750160215185);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_67797d2ecb66c9807ddebef9eb0d5e3c.bindPopup(popup_9f882e58215753f6d563587ae02e2a39)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_56d76711bb1f54ef6138c652ad1bccad = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_8a9b8f657fb9ec8a0f2aae98a3c2b19b = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a13b992661130db92e4d168015c185bc = $(`&lt;div id=&quot;html_a13b992661130db92e4d168015c185bc&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: S  / V3: E&lt;br&gt;     Year: 2016&lt;br&gt;     Time of Day: 11:32 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_8a9b8f657fb9ec8a0f2aae98a3c2b19b.setContent(html_a13b992661130db92e4d168015c185bc);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_56d76711bb1f54ef6138c652ad1bccad.bindPopup(popup_8a9b8f657fb9ec8a0f2aae98a3c2b19b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b7f1c8a139587ac71862cf599a6319e7 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_3ba3db03d55f46e72504c269015a70a1 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_51259f6e7cab7334f3cc98e5266c839a = $(`&lt;div id=&quot;html_51259f6e7cab7334f3cc98e5266c839a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: S&lt;br&gt;     Year: 2016&lt;br&gt;     Time of Day: 4:29 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_3ba3db03d55f46e72504c269015a70a1.setContent(html_51259f6e7cab7334f3cc98e5266c839a);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_b7f1c8a139587ac71862cf599a6319e7.bindPopup(popup_3ba3db03d55f46e72504c269015a70a1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_fb81854c4e2f4ff63aee28acaa14e797 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_6d7d938146705d5b145f7eb1fd450fe7 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_777d326e509d59d27497d0905903b4ce = $(`&lt;div id=&quot;html_777d326e509d59d27497d0905903b4ce&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: N&lt;br&gt;     Year: 2016&lt;br&gt;     Time of Day: 4:02 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_6d7d938146705d5b145f7eb1fd450fe7.setContent(html_777d326e509d59d27497d0905903b4ce);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_fb81854c4e2f4ff63aee28acaa14e797.bindPopup(popup_6d7d938146705d5b145f7eb1fd450fe7)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_07796defd564eaf25ab3345288901cc5 = L.circleMarker(\n",
       "                [42.22421728804319, -71.07066866218784],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_ca5e2e1256372e55f4a86fd4ed3cf5ca = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_cd8645b4e8696fd3edc8f4ac499df377 = $(`&lt;div id=&quot;html_cd8645b4e8696fd3edc8f4ac499df377&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: S&lt;br&gt;     Year: 2020&lt;br&gt;     Time of Day: 3:09 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_ca5e2e1256372e55f4a86fd4ed3cf5ca.setContent(html_cd8645b4e8696fd3edc8f4ac499df377);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_07796defd564eaf25ab3345288901cc5.bindPopup(popup_ca5e2e1256372e55f4a86fd4ed3cf5ca)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_14526efd9a0286e702694723b623ffc8 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_54a6be197e9c8f700b62c20e0d971137 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_301aae9a6a7399b573f3017258db15a9 = $(`&lt;div id=&quot;html_301aae9a6a7399b573f3017258db15a9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: E&lt;br&gt;     Year: 2015&lt;br&gt;     Time of Day: 10:21 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_54a6be197e9c8f700b62c20e0d971137.setContent(html_301aae9a6a7399b573f3017258db15a9);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_14526efd9a0286e702694723b623ffc8.bindPopup(popup_54a6be197e9c8f700b62c20e0d971137)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_30c0b8ad97ddb6c4ddaf3700a11e9f13 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_3a931dae3c85029711fa1974a25092e5 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_601166d6e1a40e118e411e007d4ffbd3 = $(`&lt;div id=&quot;html_601166d6e1a40e118e411e007d4ffbd3&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2014&lt;br&gt;     Time of Day: 6:21 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_3a931dae3c85029711fa1974a25092e5.setContent(html_601166d6e1a40e118e411e007d4ffbd3);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_30c0b8ad97ddb6c4ddaf3700a11e9f13.bindPopup(popup_3a931dae3c85029711fa1974a25092e5)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e50927b6f3ac6e4682a7784eb96bddc1 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_146dba753f5d465ac69aa9b9e78c2fcb = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_67a13730f22eccd4c2debcae4b8d67d9 = $(`&lt;div id=&quot;html_67a13730f22eccd4c2debcae4b8d67d9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: N&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 1:33 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_146dba753f5d465ac69aa9b9e78c2fcb.setContent(html_67a13730f22eccd4c2debcae4b8d67d9);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_e50927b6f3ac6e4682a7784eb96bddc1.bindPopup(popup_146dba753f5d465ac69aa9b9e78c2fcb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_7f1b5923a18fc050ca6a1a9eb271556e = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_fa97d1c85aca50434ca98b5df3187ce4 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d58c2622be50441f2247894b69c44885 = $(`&lt;div id=&quot;html_d58c2622be50441f2247894b69c44885&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2015&lt;br&gt;     Time of Day: 8:17 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_fa97d1c85aca50434ca98b5df3187ce4.setContent(html_d58c2622be50441f2247894b69c44885);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_7f1b5923a18fc050ca6a1a9eb271556e.bindPopup(popup_fa97d1c85aca50434ca98b5df3187ce4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b5ef28916018a24e9196c7024d8138ee = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_4cbcd7fd8b98bd04b36d16f16e80ab05 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f6e03c0b246a32e3a901cf96e040f4ca = $(`&lt;div id=&quot;html_f6e03c0b246a32e3a901cf96e040f4ca&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: W&lt;br&gt;     Year: 2012&lt;br&gt;     Time of Day: 4:15 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_4cbcd7fd8b98bd04b36d16f16e80ab05.setContent(html_f6e03c0b246a32e3a901cf96e040f4ca);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_b5ef28916018a24e9196c7024d8138ee.bindPopup(popup_4cbcd7fd8b98bd04b36d16f16e80ab05)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_932225d13fc0fe8432f6515c92df7ce2 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_5ecefb4994872e976e636fd6ee2aabe5 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_63aa68d52dd2bb59350d15aa0e359191 = $(`&lt;div id=&quot;html_63aa68d52dd2bb59350d15aa0e359191&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2015&lt;br&gt;     Time of Day: 4:55 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_5ecefb4994872e976e636fd6ee2aabe5.setContent(html_63aa68d52dd2bb59350d15aa0e359191);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_932225d13fc0fe8432f6515c92df7ce2.bindPopup(popup_5ecefb4994872e976e636fd6ee2aabe5)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_70cac6f82a4064bbb35c5cd54df28208 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a913fb1436d0d5ea22f6298e27876357 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_cd73501fb46065437e27b8aba528f1c0 = $(`&lt;div id=&quot;html_cd73501fb46065437e27b8aba528f1c0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2014&lt;br&gt;     Time of Day: 8:50 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a913fb1436d0d5ea22f6298e27876357.setContent(html_cd73501fb46065437e27b8aba528f1c0);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_70cac6f82a4064bbb35c5cd54df28208.bindPopup(popup_a913fb1436d0d5ea22f6298e27876357)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_ff4e745a3e5c483e38f4506d7153865c = L.circleMarker(\n",
       "                [42.22421729012745, -71.07066866296812],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_c74a5a7b85eaecbe4ce4726eaa341ac2 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_44e2ad66d641c10fa503db8466b50a07 = $(`&lt;div id=&quot;html_44e2ad66d641c10fa503db8466b50a07&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E&lt;br&gt;     Year: 2016&lt;br&gt;     Time of Day: 12:03 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c74a5a7b85eaecbe4ce4726eaa341ac2.setContent(html_44e2ad66d641c10fa503db8466b50a07);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_ff4e745a3e5c483e38f4506d7153865c.bindPopup(popup_c74a5a7b85eaecbe4ce4726eaa341ac2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b82e5be35cc051f97b6af9d9bf82230a = L.circleMarker(\n",
       "                [42.22421728804319, -71.07066866218784],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_299883bf635fe0e75e6fb3a542ca5875 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c467b356317337c25b5aa23c4dcdbfe5 = $(`&lt;div id=&quot;html_c467b356317337c25b5aa23c4dcdbfe5&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 1:01 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_299883bf635fe0e75e6fb3a542ca5875.setContent(html_c467b356317337c25b5aa23c4dcdbfe5);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_b82e5be35cc051f97b6af9d9bf82230a.bindPopup(popup_299883bf635fe0e75e6fb3a542ca5875)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_dc78994b2da571f39658ec4fdaa806f1 = L.circleMarker(\n",
       "                [42.22421728804319, -71.07066866218784],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_49ba23072cccc8296b340c82ea5aec56 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9e85a542c4c70064ec37efb7e9514fec = $(`&lt;div id=&quot;html_9e85a542c4c70064ec37efb7e9514fec&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: Not Reported&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 10:28 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_49ba23072cccc8296b340c82ea5aec56.setContent(html_9e85a542c4c70064ec37efb7e9514fec);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_dc78994b2da571f39658ec4fdaa806f1.bindPopup(popup_49ba23072cccc8296b340c82ea5aec56)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e2652fc255a0ae41564dc3f46bf52ae0 = L.circleMarker(\n",
       "                [42.22421728804319, -71.07066866218784],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_8e7847facaf164c58f7c3d463d2b9c14 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e52fc04b00333b67353ec8a9b102198d = $(`&lt;div id=&quot;html_e52fc04b00333b67353ec8a9b102198d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 2:49 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_8e7847facaf164c58f7c3d463d2b9c14.setContent(html_e52fc04b00333b67353ec8a9b102198d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_e2652fc255a0ae41564dc3f46bf52ae0.bindPopup(popup_8e7847facaf164c58f7c3d463d2b9c14)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_7d20f927b805fa58b4381cb37a595354 = L.circleMarker(\n",
       "                [42.22421728804319, -71.07066866218784],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_3b1c2fb8910149960056fb2bfdaee003 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e1f5e9c344586730150b59050ddd9144 = $(`&lt;div id=&quot;html_e1f5e9c344586730150b59050ddd9144&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 7:35 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_3b1c2fb8910149960056fb2bfdaee003.setContent(html_e1f5e9c344586730150b59050ddd9144);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_7d20f927b805fa58b4381cb37a595354.bindPopup(popup_3b1c2fb8910149960056fb2bfdaee003)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_28d9962a66e68042cbd892e482adcf85 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_834fdba3084b4bdebb6a1c802ce14002 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_96814b03d0b402ddbda8df557ef40520 = $(`&lt;div id=&quot;html_96814b03d0b402ddbda8df557ef40520&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: W&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 5:58 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_834fdba3084b4bdebb6a1c802ce14002.setContent(html_96814b03d0b402ddbda8df557ef40520);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_28d9962a66e68042cbd892e482adcf85.bindPopup(popup_834fdba3084b4bdebb6a1c802ce14002)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_1cc27199368379d8144c3bcba69212b8 = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_8391b6b3f52244e1581fcae794d025d0 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6bc4fc0222d04278a3abdd7d732bc436 = $(`&lt;div id=&quot;html_6bc4fc0222d04278a3abdd7d732bc436&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: N&lt;br&gt;     Year: 2002&lt;br&gt;     Time of Day: 3:20 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_8391b6b3f52244e1581fcae794d025d0.setContent(html_6bc4fc0222d04278a3abdd7d732bc436);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_1cc27199368379d8144c3bcba69212b8.bindPopup(popup_8391b6b3f52244e1581fcae794d025d0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_edf7f37516a043d9a53bd6ba06d4dda6 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_cd056b884e5e723109d56c218e74e011 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1d6ccb94b77d25cb20ddc80295a95776 = $(`&lt;div id=&quot;html_1d6ccb94b77d25cb20ddc80295a95776&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 12:53 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_cd056b884e5e723109d56c218e74e011.setContent(html_1d6ccb94b77d25cb20ddc80295a95776);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_edf7f37516a043d9a53bd6ba06d4dda6.bindPopup(popup_cd056b884e5e723109d56c218e74e011)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_903d185bcfcae2b35b55e2ca763f5d2e = L.circleMarker(\n",
       "                [42.224245788146426, -71.07067097975775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_c1386058cbf030d62664691f734e4416 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f92b25a4b854a9d8bf53cfb0c9a9aaf8 = $(`&lt;div id=&quot;html_f92b25a4b854a9d8bf53cfb0c9a9aaf8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 2:12 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c1386058cbf030d62664691f734e4416.setContent(html_f92b25a4b854a9d8bf53cfb0c9a9aaf8);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_903d185bcfcae2b35b55e2ca763f5d2e.bindPopup(popup_c1386058cbf030d62664691f734e4416)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_22738ff2eaa6de9538e22793e0a094c6 = L.circleMarker(\n",
       "                [42.22876375372418, -71.07103478353712],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_af4a92ff69011a8a498088436da30dce = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_be5225e8018af9c404df513b89434474 = $(`&lt;div id=&quot;html_be5225e8018af9c404df513b89434474&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 2:15 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_af4a92ff69011a8a498088436da30dce.setContent(html_be5225e8018af9c404df513b89434474);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_22738ff2eaa6de9538e22793e0a094c6.bindPopup(popup_af4a92ff69011a8a498088436da30dce)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_15d6f39b56eee258d9e3e55116cda6b8 = L.circleMarker(\n",
       "                [42.22854471254744, -71.07101575985811],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a3f6b4481f447e7b06c9699addaa5c23 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5944ac79077c35b5836e9b1a9651c67b = $(`&lt;div id=&quot;html_5944ac79077c35b5836e9b1a9651c67b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: Not Reported&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 7:02 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a3f6b4481f447e7b06c9699addaa5c23.setContent(html_5944ac79077c35b5836e9b1a9651c67b);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_15d6f39b56eee258d9e3e55116cda6b8.bindPopup(popup_a3f6b4481f447e7b06c9699addaa5c23)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_5dbc3d4d97ac6c28932f7e25cf13ede7 = L.circleMarker(\n",
       "                [42.22849000005246, -71.07101000046659],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_1564409dfacd28e913d01682c7678ea7 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1132becb670e71fe20d1cfd4ac91c0ba = $(`&lt;div id=&quot;html_1132becb670e71fe20d1cfd4ac91c0ba&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: W&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 7:56 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_1564409dfacd28e913d01682c7678ea7.setContent(html_1132becb670e71fe20d1cfd4ac91c0ba);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_5dbc3d4d97ac6c28932f7e25cf13ede7.bindPopup(popup_1564409dfacd28e913d01682c7678ea7)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d4b55d6e58752138edcb2fa7823df882 = L.circleMarker(\n",
       "                [42.22385166105109, -71.07060145346279],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_022c80cd2ed7d28a829248a066ce938b = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1e7e4132051e802ac442ac6b4c62b158 = $(`&lt;div id=&quot;html_1e7e4132051e802ac442ac6b4c62b158&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 7:27 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_022c80cd2ed7d28a829248a066ce938b.setContent(html_1e7e4132051e802ac442ac6b4c62b158);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d4b55d6e58752138edcb2fa7823df882.bindPopup(popup_022c80cd2ed7d28a829248a066ce938b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_04654880380e965dd07aa7cd0298d12c = L.circleMarker(\n",
       "                [42.22335185193643, -71.07059340281235],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_dbe5e14b7e8f25f7dd21ab3a50e76aa3 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e001123014ab23b824dadc13cb7b9fc7 = $(`&lt;div id=&quot;html_e001123014ab23b824dadc13cb7b9fc7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 12:40 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_dbe5e14b7e8f25f7dd21ab3a50e76aa3.setContent(html_e001123014ab23b824dadc13cb7b9fc7);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_04654880380e965dd07aa7cd0298d12c.bindPopup(popup_dbe5e14b7e8f25f7dd21ab3a50e76aa3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_540c39e554a658744657bd0d8121c95a = L.circleMarker(\n",
       "                [42.22262722848808, -71.07050651246081],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_3348cbe9a7a929c15167d951c5443619 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_2962637a24e5066673fd461a82631cf7 = $(`&lt;div id=&quot;html_2962637a24e5066673fd461a82631cf7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 12:59 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_3348cbe9a7a929c15167d951c5443619.setContent(html_2962637a24e5066673fd461a82631cf7);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_540c39e554a658744657bd0d8121c95a.bindPopup(popup_3348cbe9a7a929c15167d951c5443619)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_c3fa837e4e79cc3dfa4f52e365a88b1d = L.circleMarker(\n",
       "                [42.22254481892424, -71.0705015427641],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_2cc40271e20276e8b1e0f63f1ba52f46 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d8555fd6b95bb2d6f175d19d17b1b847 = $(`&lt;div id=&quot;html_d8555fd6b95bb2d6f175d19d17b1b847&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S  / V3: S&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 8:34 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_2cc40271e20276e8b1e0f63f1ba52f46.setContent(html_d8555fd6b95bb2d6f175d19d17b1b847);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_c3fa837e4e79cc3dfa4f52e365a88b1d.bindPopup(popup_2cc40271e20276e8b1e0f63f1ba52f46)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_5ea1dfb41b1968860e0d9d4a3386feec = L.circleMarker(\n",
       "                [42.22422579329665, -71.07065882976042],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_0544c4cd627629b06549c3c7d65da149 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_bb99932b19a4851e4bf0ee0af5ef058d = $(`&lt;div id=&quot;html_bb99932b19a4851e4bf0ee0af5ef058d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S  / V3: W&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 5:55 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_0544c4cd627629b06549c3c7d65da149.setContent(html_bb99932b19a4851e4bf0ee0af5ef058d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_5ea1dfb41b1968860e0d9d4a3386feec.bindPopup(popup_0544c4cd627629b06549c3c7d65da149)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_f664e14eaa11f334ff82bebfae347d5e = L.circleMarker(\n",
       "                [42.22429035570645, -71.07067503754706],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_e85917120ef30a7182071fbc37600672 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_af6f0a480723e4d3aa5e7d3af2de5b1e = $(`&lt;div id=&quot;html_af6f0a480723e4d3aa5e7d3af2de5b1e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2023&lt;br&gt;     Time of Day: 8:28 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e85917120ef30a7182071fbc37600672.setContent(html_af6f0a480723e4d3aa5e7d3af2de5b1e);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_f664e14eaa11f334ff82bebfae347d5e.bindPopup(popup_e85917120ef30a7182071fbc37600672)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_9736ab11326bb86aaec1eab9c5e7c798 = L.circleMarker(\n",
       "                [42.22429035570645, -71.07067503754706],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_0146135789f9a6a259f3c772053f01c0 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_241685ebcf2035756b2cffd10e167f10 = $(`&lt;div id=&quot;html_241685ebcf2035756b2cffd10e167f10&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2023&lt;br&gt;     Time of Day: 10:33 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_0146135789f9a6a259f3c772053f01c0.setContent(html_241685ebcf2035756b2cffd10e167f10);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_9736ab11326bb86aaec1eab9c5e7c798.bindPopup(popup_0146135789f9a6a259f3c772053f01c0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e736fab52d0471c0f0935b8cf9d230a0 = L.circleMarker(\n",
       "                [42.22429035570645, -71.07067503754706],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_9575f55f7d53e0e43b21a24f2a5b16e0 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_34e2a9f4fd861967f6c916a712c16883 = $(`&lt;div id=&quot;html_34e2a9f4fd861967f6c916a712c16883&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2023&lt;br&gt;     Time of Day: 8:52 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_9575f55f7d53e0e43b21a24f2a5b16e0.setContent(html_34e2a9f4fd861967f6c916a712c16883);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_e736fab52d0471c0f0935b8cf9d230a0.bindPopup(popup_9575f55f7d53e0e43b21a24f2a5b16e0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b8f25e95e8fec4f49ad564f9339bf73c = L.circleMarker(\n",
       "                [42.22426804308795, -71.070673093099],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_8a23a3bcb00aa9fa267d6d653eb33b55 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_42704d11f061144e887b417dddb3c749 = $(`&lt;div id=&quot;html_42704d11f061144e887b417dddb3c749&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 8:04 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_8a23a3bcb00aa9fa267d6d653eb33b55.setContent(html_42704d11f061144e887b417dddb3c749);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_b8f25e95e8fec4f49ad564f9339bf73c.bindPopup(popup_8a23a3bcb00aa9fa267d6d653eb33b55)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d4601133b4e8d77ef0430efa89551a14 = L.circleMarker(\n",
       "                [42.22424146477268, -71.07067077452152],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_96ba5921f8d840ba251e51c176c9a28e = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_16ad2ac9b57394b52af37408b459c195 = $(`&lt;div id=&quot;html_16ad2ac9b57394b52af37408b459c195&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: E&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 7:10 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_96ba5921f8d840ba251e51c176c9a28e.setContent(html_16ad2ac9b57394b52af37408b459c195);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d4601133b4e8d77ef0430efa89551a14.bindPopup(popup_96ba5921f8d840ba251e51c176c9a28e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_6b2a010c218c522d2c1007e56c3e1ab3 = L.circleMarker(\n",
       "                [42.22953262612917, -71.07109819836711],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_f0f10abb99295da8fb4c76538987e9e2 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_fb3e969aeddb4051b9b0d29f16b196e1 = $(`&lt;div id=&quot;html_fb3e969aeddb4051b9b0d29f16b196e1&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 6:39 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f0f10abb99295da8fb4c76538987e9e2.setContent(html_fb3e969aeddb4051b9b0d29f16b196e1);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_6b2a010c218c522d2c1007e56c3e1ab3.bindPopup(popup_f0f10abb99295da8fb4c76538987e9e2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_57a7505e4d1960dd121e49b27233b077 = L.circleMarker(\n",
       "                [42.22423390301671, -71.07067011486684],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_e566e28c03fe8a45eac5585659876d1a = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b324c79e7aaf379ebcc1bad68b7db973 = $(`&lt;div id=&quot;html_b324c79e7aaf379ebcc1bad68b7db973&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: E&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 2:13 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e566e28c03fe8a45eac5585659876d1a.setContent(html_b324c79e7aaf379ebcc1bad68b7db973);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_57a7505e4d1960dd121e49b27233b077.bindPopup(popup_e566e28c03fe8a45eac5585659876d1a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_85763e0fbeb0c2b905dfd3bf8b771d22 = L.circleMarker(\n",
       "                [42.224225935189324, -71.07066924893094],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_6055b7770a7fc33781dd0852df596a9f = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_34aa32eda044c0502a35c6bf0b6fa86b = $(`&lt;div id=&quot;html_34aa32eda044c0502a35c6bf0b6fa86b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 3:57 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_6055b7770a7fc33781dd0852df596a9f.setContent(html_34aa32eda044c0502a35c6bf0b6fa86b);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_85763e0fbeb0c2b905dfd3bf8b771d22.bindPopup(popup_6055b7770a7fc33781dd0852df596a9f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_ffc9c650e534037cae3d31ec96ea68b7 = L.circleMarker(\n",
       "                [42.224225935189324, -71.07066924893094],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_81bd555b16f3b02efc8cef9d931422f9 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_06556c6ea7d855e0c2eefe616c95ad90 = $(`&lt;div id=&quot;html_06556c6ea7d855e0c2eefe616c95ad90&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: S&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 2:57 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_81bd555b16f3b02efc8cef9d931422f9.setContent(html_06556c6ea7d855e0c2eefe616c95ad90);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_ffc9c650e534037cae3d31ec96ea68b7.bindPopup(popup_81bd555b16f3b02efc8cef9d931422f9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b13e8327d141572018549057c3c4f573 = L.circleMarker(\n",
       "                [42.224225935189324, -71.07066924893094],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_9de04eaf8c805b4c444afceb1f8f64bd = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_87034ac1d951922b7e30a71b3c7b7025 = $(`&lt;div id=&quot;html_87034ac1d951922b7e30a71b3c7b7025&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 9:47 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_9de04eaf8c805b4c444afceb1f8f64bd.setContent(html_87034ac1d951922b7e30a71b3c7b7025);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_b13e8327d141572018549057c3c4f573.bindPopup(popup_9de04eaf8c805b4c444afceb1f8f64bd)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_99a718949456badddcb2b3dae361e296 = L.circleMarker(\n",
       "                [42.224225935189324, -71.07066924893094],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_b1668b49d23fbf363490133d51222ed4 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_784e849e50f10defb904ad526533b52c = $(`&lt;div id=&quot;html_784e849e50f10defb904ad526533b52c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 10:38 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_b1668b49d23fbf363490133d51222ed4.setContent(html_784e849e50f10defb904ad526533b52c);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_99a718949456badddcb2b3dae361e296.bindPopup(popup_b1668b49d23fbf363490133d51222ed4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_0fa0b6b17ebdfe8709a6182d3572bfa2 = L.circleMarker(\n",
       "                [42.224225935189324, -71.07066924893094],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_3282b9f0728393a7007b0f7e386209dc = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_571a6c6b362559712130bfef73c01bed = $(`&lt;div id=&quot;html_571a6c6b362559712130bfef73c01bed&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 7:07 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_3282b9f0728393a7007b0f7e386209dc.setContent(html_571a6c6b362559712130bfef73c01bed);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_0fa0b6b17ebdfe8709a6182d3572bfa2.bindPopup(popup_3282b9f0728393a7007b0f7e386209dc)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_2e2fa9b9b92122adf1ce62678d713007 = L.circleMarker(\n",
       "                [42.224225935189324, -71.07066924893094],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_c792dda1430b775ad8bc418635b79b36 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_cfd46da754cf084726345fa826f7d363 = $(`&lt;div id=&quot;html_cfd46da754cf084726345fa826f7d363&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2020&lt;br&gt;     Time of Day: 6:36 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c792dda1430b775ad8bc418635b79b36.setContent(html_cfd46da754cf084726345fa826f7d363);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_2e2fa9b9b92122adf1ce62678d713007.bindPopup(popup_c792dda1430b775ad8bc418635b79b36)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e7f9b21b2c16b43bea9b0db371e3352b = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_f81ee87fd63a6feeef2fe0d9816e19e1 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_17a4e302e8d20ed2e98f7bba031c7783 = $(`&lt;div id=&quot;html_17a4e302e8d20ed2e98f7bba031c7783&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 3:54 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f81ee87fd63a6feeef2fe0d9816e19e1.setContent(html_17a4e302e8d20ed2e98f7bba031c7783);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_e7f9b21b2c16b43bea9b0db371e3352b.bindPopup(popup_f81ee87fd63a6feeef2fe0d9816e19e1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_f685e7be19d27eea32caa4adbe271144 = L.circleMarker(\n",
       "                [42.224225935189324, -71.07066924893094],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a505426ffaf373bb1fe9a0cd50a99465 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c113ed41d949c939ddca52aaf4ccc99c = $(`&lt;div id=&quot;html_c113ed41d949c939ddca52aaf4ccc99c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 6:57 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a505426ffaf373bb1fe9a0cd50a99465.setContent(html_c113ed41d949c939ddca52aaf4ccc99c);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_f685e7be19d27eea32caa4adbe271144.bindPopup(popup_a505426ffaf373bb1fe9a0cd50a99465)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_5ea70854e82397b843277990094eaa56 = L.circleMarker(\n",
       "                [42.224225935189324, -71.07066924893094],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_8a88ef33ca0c72eb2ebe27e97875b6e0 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_abaedf5eb5d40bf93a7bd079a2389f71 = $(`&lt;div id=&quot;html_abaedf5eb5d40bf93a7bd079a2389f71&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 6:44 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_8a88ef33ca0c72eb2ebe27e97875b6e0.setContent(html_abaedf5eb5d40bf93a7bd079a2389f71);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_5ea70854e82397b843277990094eaa56.bindPopup(popup_8a88ef33ca0c72eb2ebe27e97875b6e0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_df418c776e7cabde219333dab1016b8e = L.circleMarker(\n",
       "                [42.22422553385532, -71.0706693847779],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_836588a598f317ef51b3b42591ae8175 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f35470c3ab6ae068f6a0c274ed470201 = $(`&lt;div id=&quot;html_f35470c3ab6ae068f6a0c274ed470201&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: N&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 8:51 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_836588a598f317ef51b3b42591ae8175.setContent(html_f35470c3ab6ae068f6a0c274ed470201);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_df418c776e7cabde219333dab1016b8e.bindPopup(popup_836588a598f317ef51b3b42591ae8175)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_38865377751f4da205714900d862103c = L.circleMarker(\n",
       "                [42.224223101508635, -71.07066917259071],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_15cb9136d3dae45d414bff1540aed090 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_98835fe841262a247dff94bc37eb9740 = $(`&lt;div id=&quot;html_98835fe841262a247dff94bc37eb9740&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 9:05 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_15cb9136d3dae45d414bff1540aed090.setContent(html_98835fe841262a247dff94bc37eb9740);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_38865377751f4da205714900d862103c.bindPopup(popup_15cb9136d3dae45d414bff1540aed090)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_0802dd37ee10f03cc446f8af4ac62680 = L.circleMarker(\n",
       "                [42.22903790554836, -71.07105075656416],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_da74d04d9907638d7bebf60ee422b54f = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_beec31a4e534e8541e432068b6136639 = $(`&lt;div id=&quot;html_beec31a4e534e8541e432068b6136639&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2004&lt;br&gt;     Time of Day: 11:01 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_da74d04d9907638d7bebf60ee422b54f.setContent(html_beec31a4e534e8541e432068b6136639);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_0802dd37ee10f03cc446f8af4ac62680.bindPopup(popup_da74d04d9907638d7bebf60ee422b54f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_f54c4fb40fc32f553113c6c75798d5be = L.circleMarker(\n",
       "                [42.229861141430234, -71.07111003446526],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_80d7051641ddb5826ea90c06f8fa4bb6 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f03e3db4b256d60bbc12675bb225bf2c = $(`&lt;div id=&quot;html_f03e3db4b256d60bbc12675bb225bf2c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N  / V3: N&lt;br&gt;     Year: 2020&lt;br&gt;     Time of Day: 3:01 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_80d7051641ddb5826ea90c06f8fa4bb6.setContent(html_f03e3db4b256d60bbc12675bb225bf2c);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_f54c4fb40fc32f553113c6c75798d5be.bindPopup(popup_80d7051641ddb5826ea90c06f8fa4bb6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_990e15737f22e4043ee3e95ae5678cd4 = L.circleMarker(\n",
       "                [42.224219999611456, -71.07064000072268],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_f08d73d13bcafc926e52baf43b1ad1d5 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_780366146becd25e254b2e27428af399 = $(`&lt;div id=&quot;html_780366146becd25e254b2e27428af399&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 9:35 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f08d73d13bcafc926e52baf43b1ad1d5.setContent(html_780366146becd25e254b2e27428af399);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_990e15737f22e4043ee3e95ae5678cd4.bindPopup(popup_f08d73d13bcafc926e52baf43b1ad1d5)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_9d7b40effbc1e1744fd45e737ba94dcc = L.circleMarker(\n",
       "                [42.23049313107042, -71.07115164498106],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_ca0fe3963cd210190248924aa7b7c70f = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3e5997db6973d58abaef6be9b267acbe = $(`&lt;div id=&quot;html_3e5997db6973d58abaef6be9b267acbe&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: W&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 12:34 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_ca0fe3963cd210190248924aa7b7c70f.setContent(html_3e5997db6973d58abaef6be9b267acbe);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_9d7b40effbc1e1744fd45e737ba94dcc.bindPopup(popup_ca0fe3963cd210190248924aa7b7c70f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_9676fd633a88c32ae09996c09592d1a8 = L.circleMarker(\n",
       "                [42.23102196652394, -71.07111411373168],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_5f8ebc4b863fb338a725ee1e89e17e00 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3bb3eb5b96e9f95f559377f9972abe1b = $(`&lt;div id=&quot;html_3bb3eb5b96e9f95f559377f9972abe1b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 8:19 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_5f8ebc4b863fb338a725ee1e89e17e00.setContent(html_3bb3eb5b96e9f95f559377f9972abe1b);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_9676fd633a88c32ae09996c09592d1a8.bindPopup(popup_5f8ebc4b863fb338a725ee1e89e17e00)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_a63cb5d1da1c181dc062c2d5a05b3652 = L.circleMarker(\n",
       "                [42.23101371290445, -71.07133112504411],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_0571210083bd4d039c9b4deb719d33f0 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b6310a3c7e7a413ca36109b100ab5658 = $(`&lt;div id=&quot;html_b6310a3c7e7a413ca36109b100ab5658&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: W&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 3:22 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_0571210083bd4d039c9b4deb719d33f0.setContent(html_b6310a3c7e7a413ca36109b100ab5658);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_a63cb5d1da1c181dc062c2d5a05b3652.bindPopup(popup_0571210083bd4d039c9b4deb719d33f0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_002117a398a531eccb3e6ab511b40f26 = L.circleMarker(\n",
       "                [42.23092977989596, -71.07112107060439],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_434654bfb2e58c2f37ac991ff700da1d = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e7c4b27e34cbc4d56107e112933ed0bd = $(`&lt;div id=&quot;html_e7c4b27e34cbc4d56107e112933ed0bd&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2005&lt;br&gt;     Time of Day: 10:56 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_434654bfb2e58c2f37ac991ff700da1d.setContent(html_e7c4b27e34cbc4d56107e112933ed0bd);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_002117a398a531eccb3e6ab511b40f26.bindPopup(popup_434654bfb2e58c2f37ac991ff700da1d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_9f6acca842730ba091ab8ba149820dfc = L.circleMarker(\n",
       "                [42.23092309399379, -71.07113225655795],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_0128b11e959b6fb2c37df3550de409f6 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a5710711a49c704feb59eb3e7cb82c7a = $(`&lt;div id=&quot;html_a5710711a49c704feb59eb3e7cb82c7a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 1:59 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_0128b11e959b6fb2c37df3550de409f6.setContent(html_a5710711a49c704feb59eb3e7cb82c7a);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_9f6acca842730ba091ab8ba149820dfc.bindPopup(popup_0128b11e959b6fb2c37df3550de409f6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8c0382c5b3b32261e24e29b72a23b424 = L.circleMarker(\n",
       "                [42.230914443361065, -71.07113167435307],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_c6c57f4ef48f3295ffe6167768fdca98 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c336403e72c3990961ded28c3d029df2 = $(`&lt;div id=&quot;html_c336403e72c3990961ded28c3d029df2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 12:52 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c6c57f4ef48f3295ffe6167768fdca98.setContent(html_c336403e72c3990961ded28c3d029df2);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_8c0382c5b3b32261e24e29b72a23b424.bindPopup(popup_c6c57f4ef48f3295ffe6167768fdca98)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_fb15c7c5ba256aa01ca5d6e49d1a8c0c = L.circleMarker(\n",
       "                [42.230914443361065, -71.07113167435307],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_ace8eddbd66d16d4a4d1c8bd8b128a53 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8149c1df746eac15e85dbcfe8da077dc = $(`&lt;div id=&quot;html_8149c1df746eac15e85dbcfe8da077dc&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 4:19 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_ace8eddbd66d16d4a4d1c8bd8b128a53.setContent(html_8149c1df746eac15e85dbcfe8da077dc);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_fb15c7c5ba256aa01ca5d6e49d1a8c0c.bindPopup(popup_ace8eddbd66d16d4a4d1c8bd8b128a53)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d6d991ddf2f465117cd987ef9ded9f2f = L.circleMarker(\n",
       "                [42.23061753944791, -71.07115983617653],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a8625ad8508e7f7f34f42532a3470843 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b53f892d4c2644987829de0eca0af71a = $(`&lt;div id=&quot;html_b53f892d4c2644987829de0eca0af71a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2023&lt;br&gt;     Time of Day: 11:35 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a8625ad8508e7f7f34f42532a3470843.setContent(html_b53f892d4c2644987829de0eca0af71a);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d6d991ddf2f465117cd987ef9ded9f2f.bindPopup(popup_a8625ad8508e7f7f34f42532a3470843)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_2d62ab3003abce42ae26f4ffb6487025 = L.circleMarker(\n",
       "                [42.23061753944791, -71.07115983617653],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_4fb536dd1bccb56df9fbbb8fd46b4edb = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_bf82120e0822d2e4424ca6591762b756 = $(`&lt;div id=&quot;html_bf82120e0822d2e4424ca6591762b756&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 5:37 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_4fb536dd1bccb56df9fbbb8fd46b4edb.setContent(html_bf82120e0822d2e4424ca6591762b756);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_2d62ab3003abce42ae26f4ffb6487025.bindPopup(popup_4fb536dd1bccb56df9fbbb8fd46b4edb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_27ca85cd44319574b92dae583ea047b7 = L.circleMarker(\n",
       "                [42.23051984634435, -71.07116000136942],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_f454d7f1e19d386935279e48d09bffaa = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_be012710fb9bc74f24ece044a18435e5 = $(`&lt;div id=&quot;html_be012710fb9bc74f24ece044a18435e5&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: N&lt;br&gt;     Year: 2006&lt;br&gt;     Time of Day: 2:11 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f454d7f1e19d386935279e48d09bffaa.setContent(html_be012710fb9bc74f24ece044a18435e5);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_27ca85cd44319574b92dae583ea047b7.bindPopup(popup_f454d7f1e19d386935279e48d09bffaa)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_0b75a02ae1f641d2df6c75513b14acd9 = L.circleMarker(\n",
       "                [42.23051054588733, -71.07116000127684],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_99138bfaca4a167e08265a9e86f31b97 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b462690e77f6437c8e9f7c3ddffdb362 = $(`&lt;div id=&quot;html_b462690e77f6437c8e9f7c3ddffdb362&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2002&lt;br&gt;     Time of Day: 2:00 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_99138bfaca4a167e08265a9e86f31b97.setContent(html_b462690e77f6437c8e9f7c3ddffdb362);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_0b75a02ae1f641d2df6c75513b14acd9.bindPopup(popup_99138bfaca4a167e08265a9e86f31b97)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_136ef21c8f7dc0056d6f5ba5e75e867e = L.circleMarker(\n",
       "                [42.23050217943427, -71.07115224436961],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_38838a99e51dae70381a3a643da7c706 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1819fdd7d0ed6f7f2f3565bd4ba96ca8 = $(`&lt;div id=&quot;html_1819fdd7d0ed6f7f2f3565bd4ba96ca8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 9:56 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_38838a99e51dae70381a3a643da7c706.setContent(html_1819fdd7d0ed6f7f2f3565bd4ba96ca8);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_136ef21c8f7dc0056d6f5ba5e75e867e.bindPopup(popup_38838a99e51dae70381a3a643da7c706)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_1bb95d2a04984736f6622604921462a5 = L.circleMarker(\n",
       "                [42.23050160398697, -71.07116000118785],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_7c3bca521dcef68f28aee83645bc8622 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1155da3cd67626e67304a2ce7493d540 = $(`&lt;div id=&quot;html_1155da3cd67626e67304a2ce7493d540&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 2:39 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_7c3bca521dcef68f28aee83645bc8622.setContent(html_1155da3cd67626e67304a2ce7493d540);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_1bb95d2a04984736f6622604921462a5.bindPopup(popup_7c3bca521dcef68f28aee83645bc8622)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_ed8ce41e25d43144f2aefc12e480e61e = L.circleMarker(\n",
       "                [42.23049313107042, -71.07115164498106],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_b38a65d44b838221bd8b702580133c88 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_300ab0f78b9e446a0a81db35695bcf22 = $(`&lt;div id=&quot;html_300ab0f78b9e446a0a81db35695bcf22&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2020&lt;br&gt;     Time of Day: 11:07 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_b38a65d44b838221bd8b702580133c88.setContent(html_300ab0f78b9e446a0a81db35695bcf22);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_ed8ce41e25d43144f2aefc12e480e61e.bindPopup(popup_b38a65d44b838221bd8b702580133c88)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_009983057cd342a3726ab285d993ef78 = L.circleMarker(\n",
       "                [42.22987294227642, -71.07111081223854],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_38ba76b3a73f965668d21d8381f04fd3 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3a6ecfb1ebfa33f5caf735fd92dc81c6 = $(`&lt;div id=&quot;html_3a6ecfb1ebfa33f5caf735fd92dc81c6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S  / V3: S  / V4: N&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 5:51 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_38ba76b3a73f965668d21d8381f04fd3.setContent(html_3a6ecfb1ebfa33f5caf735fd92dc81c6);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_009983057cd342a3726ab285d993ef78.bindPopup(popup_38ba76b3a73f965668d21d8381f04fd3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_1f616de4f978e5d95f09f8f447d26bfe = L.circleMarker(\n",
       "                [42.2303029817447, -71.07116335410662],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_f7b8be797963d485cb2c24d076174a64 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_2dddd075785edab9c60ec78b6af52e31 = $(`&lt;div id=&quot;html_2dddd075785edab9c60ec78b6af52e31&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: W&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 2:41 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f7b8be797963d485cb2c24d076174a64.setContent(html_2dddd075785edab9c60ec78b6af52e31);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_1f616de4f978e5d95f09f8f447d26bfe.bindPopup(popup_f7b8be797963d485cb2c24d076174a64)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_297f4ce5baeb23eed65b38687ed49701 = L.circleMarker(\n",
       "                [42.23023292032621, -71.071167475745],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_33442f504bd15aaabc5635785e5cd87b = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0d6ec3abe3df4c43bdd6f9161549ea0d = $(`&lt;div id=&quot;html_0d6ec3abe3df4c43bdd6f9161549ea0d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 6:17 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_33442f504bd15aaabc5635785e5cd87b.setContent(html_0d6ec3abe3df4c43bdd6f9161549ea0d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_297f4ce5baeb23eed65b38687ed49701.bindPopup(popup_33442f504bd15aaabc5635785e5cd87b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_f1e1dd0f99ec06a79da990936d575da2 = L.circleMarker(\n",
       "                [42.230031872096546, -71.07115161472214],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_c7ef00a0301f93e949b451fbc5b606af = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0e9c8967313c56fa9f2d333a92c881c2 = $(`&lt;div id=&quot;html_0e9c8967313c56fa9f2d333a92c881c2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: N&lt;br&gt;     Year: 2005&lt;br&gt;     Time of Day: 5:49 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c7ef00a0301f93e949b451fbc5b606af.setContent(html_0e9c8967313c56fa9f2d333a92c881c2);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_f1e1dd0f99ec06a79da990936d575da2.bindPopup(popup_c7ef00a0301f93e949b451fbc5b606af)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_6ab801f5f72482faa0667a0bcccceaf5 = L.circleMarker(\n",
       "                [42.230024155708456, -71.07112076881387],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_1602bd086d14c5bfc685589bd731860a = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0b1869e44da65ca66ec35c43c8e47b7d = $(`&lt;div id=&quot;html_0b1869e44da65ca66ec35c43c8e47b7d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S  / V3: E&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 10:18 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_1602bd086d14c5bfc685589bd731860a.setContent(html_0b1869e44da65ca66ec35c43c8e47b7d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_6ab801f5f72482faa0667a0bcccceaf5.bindPopup(popup_1602bd086d14c5bfc685589bd731860a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_0f4b46683608ebe5add3cf20ecc4628e = L.circleMarker(\n",
       "                [42.230024155708456, -71.07112076881387],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_1a2a62a2694f963890f1df2556f19844 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_21edca01c0956fecd3d5e5d1c4d29f6b = $(`&lt;div id=&quot;html_21edca01c0956fecd3d5e5d1c4d29f6b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 1:56 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_1a2a62a2694f963890f1df2556f19844.setContent(html_21edca01c0956fecd3d5e5d1c4d29f6b);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_0f4b46683608ebe5add3cf20ecc4628e.bindPopup(popup_1a2a62a2694f963890f1df2556f19844)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_77081322c00fe5dd4787de705cc55827 = L.circleMarker(\n",
       "                [42.23002328233503, -71.07115061595223],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_f919f34f6ccdee64bb128905667f2385 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_61b08e76440928c9ad8fb4052aa74c6a = $(`&lt;div id=&quot;html_61b08e76440928c9ad8fb4052aa74c6a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2010&lt;br&gt;     Time of Day: 1:15 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f919f34f6ccdee64bb128905667f2385.setContent(html_61b08e76440928c9ad8fb4052aa74c6a);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_77081322c00fe5dd4787de705cc55827.bindPopup(popup_f919f34f6ccdee64bb128905667f2385)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_bff8c6e5a35b259b891f96eb28689d82 = L.circleMarker(\n",
       "                [42.23002157969267, -71.07112059770542],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_e4c439b9cac8d79b7a8af39602dd93f6 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_7d682d9f02d359667aa4d29fc58b775b = $(`&lt;div id=&quot;html_7d682d9f02d359667aa4d29fc58b775b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V3: S  / V1: S  / V2: S&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 6:07 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e4c439b9cac8d79b7a8af39602dd93f6.setContent(html_7d682d9f02d359667aa4d29fc58b775b);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_bff8c6e5a35b259b891f96eb28689d82.bindPopup(popup_e4c439b9cac8d79b7a8af39602dd93f6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_db9efa0f0564cc374cf4614003c657ea = L.circleMarker(\n",
       "                [42.23002157969267, -71.07112059770542],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_7f1babba68cccae7417ec1edaa4a4ce2 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_7a916c0985536ec16f506368189efce6 = $(`&lt;div id=&quot;html_7a916c0985536ec16f506368189efce6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 10:45 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_7f1babba68cccae7417ec1edaa4a4ce2.setContent(html_7a916c0985536ec16f506368189efce6);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_db9efa0f0564cc374cf4614003c657ea.bindPopup(popup_7f1babba68cccae7417ec1edaa4a4ce2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_2f7e32f9a1b1799b68024048dbbe9cce = L.circleMarker(\n",
       "                [42.23002157969267, -71.07112059770542],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_82393ad18c49067421812e0221becd3b = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_20892bd6055aebbc747118f62603fbe9 = $(`&lt;div id=&quot;html_20892bd6055aebbc747118f62603fbe9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 4:27 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_82393ad18c49067421812e0221becd3b.setContent(html_20892bd6055aebbc747118f62603fbe9);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_2f7e32f9a1b1799b68024048dbbe9cce.bindPopup(popup_82393ad18c49067421812e0221becd3b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_c9b25a60b0e0152c4583e212006f750f = L.circleMarker(\n",
       "                [42.23002157969267, -71.07112059770542],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_7279acefe7ba7f88740c4376910f981c = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_40dde42948fba718c192ba48cac8fbd6 = $(`&lt;div id=&quot;html_40dde42948fba718c192ba48cac8fbd6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S  / V3: N&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 1:22 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_7279acefe7ba7f88740c4376910f981c.setContent(html_40dde42948fba718c192ba48cac8fbd6);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_c9b25a60b0e0152c4583e212006f750f.bindPopup(popup_7279acefe7ba7f88740c4376910f981c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_37f15f4023916b72798a91eb3ddb39e4 = L.circleMarker(\n",
       "                [42.23002136990438, -71.07112058538351],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_41a3ff00e16c8f89650732d71748290a = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b6a486f34db56030d2d5324eaa332346 = $(`&lt;div id=&quot;html_b6a486f34db56030d2d5324eaa332346&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 7:10 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_41a3ff00e16c8f89650732d71748290a.setContent(html_b6a486f34db56030d2d5324eaa332346);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_37f15f4023916b72798a91eb3ddb39e4.bindPopup(popup_41a3ff00e16c8f89650732d71748290a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d9da561521e12b57b792d9de85f31637 = L.circleMarker(\n",
       "                [42.23002136990438, -71.07112058538351],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_7b232541cdcbd9e3b4433353f7084626 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f04e4c6bc504fca8ef889c20fc72a914 = $(`&lt;div id=&quot;html_f04e4c6bc504fca8ef889c20fc72a914&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 12:15 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_7b232541cdcbd9e3b4433353f7084626.setContent(html_f04e4c6bc504fca8ef889c20fc72a914);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d9da561521e12b57b792d9de85f31637.bindPopup(popup_7b232541cdcbd9e3b4433353f7084626)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_1181eca31d45aa79e6449fa476ced1e5 = L.circleMarker(\n",
       "                [42.22422107545907, -71.07066899584714],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_0b98bdb4694db8cdf1b70cf6cc0ea4ef = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_382e114fac7d458d2a9b7a03ab9ef225 = $(`&lt;div id=&quot;html_382e114fac7d458d2a9b7a03ab9ef225&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: N  / V3: S&lt;br&gt;     Year: 2016&lt;br&gt;     Time of Day: 1:47 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_0b98bdb4694db8cdf1b70cf6cc0ea4ef.setContent(html_382e114fac7d458d2a9b7a03ab9ef225);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_1181eca31d45aa79e6449fa476ced1e5.bindPopup(popup_0b98bdb4694db8cdf1b70cf6cc0ea4ef)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_7aa30c2f24190cc6248eda502ed12d87 = L.circleMarker(\n",
       "                [42.224225935189324, -71.07066924893094],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_69568b7747d92514fd24fc015b1ba3ba = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9baa39227e0afd38e6ce3e6fd8375e4d = $(`&lt;div id=&quot;html_9baa39227e0afd38e6ce3e6fd8375e4d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: W  / V3: Not Reported&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 6:46 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_69568b7747d92514fd24fc015b1ba3ba.setContent(html_9baa39227e0afd38e6ce3e6fd8375e4d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_7aa30c2f24190cc6248eda502ed12d87.bindPopup(popup_69568b7747d92514fd24fc015b1ba3ba)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e66f0fb32f98c8bf22aeb9e617b5f038 = L.circleMarker(\n",
       "                [42.224219999611456, -71.07064000072268],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_7fceade440155784bc67d0b2cf0533dc = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0c9e95931278406f37351dd3869997ef = $(`&lt;div id=&quot;html_0c9e95931278406f37351dd3869997ef&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: W&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 11:05 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_7fceade440155784bc67d0b2cf0533dc.setContent(html_0c9e95931278406f37351dd3869997ef);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_e66f0fb32f98c8bf22aeb9e617b5f038.bindPopup(popup_7fceade440155784bc67d0b2cf0533dc)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_4b6fcb9a713549b8faf7d71c9f03f278 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_31d0b66d7dd95eab84e8426790c082ba = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b23f2b1239fdbbbbb11d0afe2a8cae12 = $(`&lt;div id=&quot;html_b23f2b1239fdbbbbb11d0afe2a8cae12&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 2:24 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_31d0b66d7dd95eab84e8426790c082ba.setContent(html_b23f2b1239fdbbbbb11d0afe2a8cae12);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_4b6fcb9a713549b8faf7d71c9f03f278.bindPopup(popup_31d0b66d7dd95eab84e8426790c082ba)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_46aaf3f1d3908e29743f670154aa5c72 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_f3e28384582faaaeb505ea710387e2f8 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6dcfa15a15d84431e5c80b1afc823619 = $(`&lt;div id=&quot;html_6dcfa15a15d84431e5c80b1afc823619&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 4:11 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f3e28384582faaaeb505ea710387e2f8.setContent(html_6dcfa15a15d84431e5c80b1afc823619);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_46aaf3f1d3908e29743f670154aa5c72.bindPopup(popup_f3e28384582faaaeb505ea710387e2f8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_1b63f63e054867fbac57706a2dcb2a0e = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_43294d586709ed703f00aceb0084a7b1 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_987fd7d3e8901350a9cfae25017ea4c5 = $(`&lt;div id=&quot;html_987fd7d3e8901350a9cfae25017ea4c5&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: W&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 1:02 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_43294d586709ed703f00aceb0084a7b1.setContent(html_987fd7d3e8901350a9cfae25017ea4c5);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_1b63f63e054867fbac57706a2dcb2a0e.bindPopup(popup_43294d586709ed703f00aceb0084a7b1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_96062a39fe5c545b267f1e5ac61c53d2 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_69acfb178b74be9ba04fc7b949fc9a3f = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_783df2297d14d52e6648829d7945a509 = $(`&lt;div id=&quot;html_783df2297d14d52e6648829d7945a509&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: N&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 4:57 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_69acfb178b74be9ba04fc7b949fc9a3f.setContent(html_783df2297d14d52e6648829d7945a509);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_96062a39fe5c545b267f1e5ac61c53d2.bindPopup(popup_69acfb178b74be9ba04fc7b949fc9a3f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_5e089dc1ce96080d0b563df8eb3ed241 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_6ce4a95c47f8262727c0f6e626269e89 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_af21c354715ab527daebfda594eeaea6 = $(`&lt;div id=&quot;html_af21c354715ab527daebfda594eeaea6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 7:12 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_6ce4a95c47f8262727c0f6e626269e89.setContent(html_af21c354715ab527daebfda594eeaea6);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_5e089dc1ce96080d0b563df8eb3ed241.bindPopup(popup_6ce4a95c47f8262727c0f6e626269e89)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_35f8e67c4966f7b352ed6fd524e5ebee = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_6b294daaa2bc5a0cef0fbe71b922632e = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a3b51257696170dee4552b994f6aa3e9 = $(`&lt;div id=&quot;html_a3b51257696170dee4552b994f6aa3e9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2010&lt;br&gt;     Time of Day: 12:32 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_6b294daaa2bc5a0cef0fbe71b922632e.setContent(html_a3b51257696170dee4552b994f6aa3e9);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_35f8e67c4966f7b352ed6fd524e5ebee.bindPopup(popup_6b294daaa2bc5a0cef0fbe71b922632e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8121ec945978b9d5ce3a7ac15d960ad3 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_43f95ca6c9df4953241b53dc37d2cc25 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4ca06d9758da34a342573a79ed920c2c = $(`&lt;div id=&quot;html_4ca06d9758da34a342573a79ed920c2c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: S&lt;br&gt;     Year: 2010&lt;br&gt;     Time of Day: 10:03 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_43f95ca6c9df4953241b53dc37d2cc25.setContent(html_4ca06d9758da34a342573a79ed920c2c);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_8121ec945978b9d5ce3a7ac15d960ad3.bindPopup(popup_43f95ca6c9df4953241b53dc37d2cc25)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_59f5c4a1ba04aedcaea48551cd38beeb = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_e84d59f1280353ad31c01e982fb73466 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_7002e64f47c6239fa16436fc188f3da0 = $(`&lt;div id=&quot;html_7002e64f47c6239fa16436fc188f3da0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 8:10 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e84d59f1280353ad31c01e982fb73466.setContent(html_7002e64f47c6239fa16436fc188f3da0);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_59f5c4a1ba04aedcaea48551cd38beeb.bindPopup(popup_e84d59f1280353ad31c01e982fb73466)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d0c39ce5c173f7e52804dc95cc74b4da = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_0615ee7a2cc06031afccc7541674f055 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f6fd7e1d5e3f067e9c6dd7dd8cc9438f = $(`&lt;div id=&quot;html_f6fd7e1d5e3f067e9c6dd7dd8cc9438f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: E&lt;br&gt;     Year: 2010&lt;br&gt;     Time of Day: 10:23 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_0615ee7a2cc06031afccc7541674f055.setContent(html_f6fd7e1d5e3f067e9c6dd7dd8cc9438f);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d0c39ce5c173f7e52804dc95cc74b4da.bindPopup(popup_0615ee7a2cc06031afccc7541674f055)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_6498beccad21e2a54899dc174a74d5c4 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_2060a13d0db3d49c65b16756c3f80a28 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_dded20c5a9e23b7731fcef7be504c8c3 = $(`&lt;div id=&quot;html_dded20c5a9e23b7731fcef7be504c8c3&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 2:34 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_2060a13d0db3d49c65b16756c3f80a28.setContent(html_dded20c5a9e23b7731fcef7be504c8c3);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_6498beccad21e2a54899dc174a74d5c4.bindPopup(popup_2060a13d0db3d49c65b16756c3f80a28)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_0c8483e7371f58ce65a826796eab21c4 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_e83b1456f962ee23b6046273f6474834 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a9438de52c7f41e4e9e6ed457b5fb955 = $(`&lt;div id=&quot;html_a9438de52c7f41e4e9e6ed457b5fb955&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: E&lt;br&gt;     Year: 2010&lt;br&gt;     Time of Day: 7:48 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e83b1456f962ee23b6046273f6474834.setContent(html_a9438de52c7f41e4e9e6ed457b5fb955);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_0c8483e7371f58ce65a826796eab21c4.bindPopup(popup_e83b1456f962ee23b6046273f6474834)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8f65ba558b6bfe6feb764dc2832cf618 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_23c00521e9d14e0b27a7a8c1a2a64628 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_17b9cda1d823adaca8c2d0281f7cf9f1 = $(`&lt;div id=&quot;html_17b9cda1d823adaca8c2d0281f7cf9f1&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: W&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 12:37 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_23c00521e9d14e0b27a7a8c1a2a64628.setContent(html_17b9cda1d823adaca8c2d0281f7cf9f1);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_8f65ba558b6bfe6feb764dc2832cf618.bindPopup(popup_23c00521e9d14e0b27a7a8c1a2a64628)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_77401ce2cebaefe59cfee8ed0e6e7a70 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_42a0d608f89d3a86008849889eff972e = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0209341f8a61630c797eb619ecefb1c5 = $(`&lt;div id=&quot;html_0209341f8a61630c797eb619ecefb1c5&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 4:51 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_42a0d608f89d3a86008849889eff972e.setContent(html_0209341f8a61630c797eb619ecefb1c5);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_77401ce2cebaefe59cfee8ed0e6e7a70.bindPopup(popup_42a0d608f89d3a86008849889eff972e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_455d4607790af406fb06bb3767f01a6d = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_87e6dd15f2a219eeb44b33bec4071a58 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_7bb5fd2c6fd465f6582f36e6ed5a8438 = $(`&lt;div id=&quot;html_7bb5fd2c6fd465f6582f36e6ed5a8438&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 10:44 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_87e6dd15f2a219eeb44b33bec4071a58.setContent(html_7bb5fd2c6fd465f6582f36e6ed5a8438);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_455d4607790af406fb06bb3767f01a6d.bindPopup(popup_87e6dd15f2a219eeb44b33bec4071a58)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_ae27ea02bd256b071a03d2cac59370af = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_0a609a42b0d2fe712dc45d8235807511 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_bda21221f24ebe20b0d92d69a78535c5 = $(`&lt;div id=&quot;html_bda21221f24ebe20b0d92d69a78535c5&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: Not Reported&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 1:30 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_0a609a42b0d2fe712dc45d8235807511.setContent(html_bda21221f24ebe20b0d92d69a78535c5);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_ae27ea02bd256b071a03d2cac59370af.bindPopup(popup_0a609a42b0d2fe712dc45d8235807511)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8347f1bbe217040abe7565a05b7e5f61 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_31920bf35ec1b8f09e2bcecb919d5815 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f62d179ae621edd3347b09c69d6a322c = $(`&lt;div id=&quot;html_f62d179ae621edd3347b09c69d6a322c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: Not Reported&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 3:25 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_31920bf35ec1b8f09e2bcecb919d5815.setContent(html_f62d179ae621edd3347b09c69d6a322c);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_8347f1bbe217040abe7565a05b7e5f61.bindPopup(popup_31920bf35ec1b8f09e2bcecb919d5815)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_895dbd898835a212d9bbbd7c9080b528 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_e01b43d5cf08f1d8a53933da4fe382c4 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_2e4509dd27e79af12fad947b747c6c4d = $(`&lt;div id=&quot;html_2e4509dd27e79af12fad947b747c6c4d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: S&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 11:15 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e01b43d5cf08f1d8a53933da4fe382c4.setContent(html_2e4509dd27e79af12fad947b747c6c4d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_895dbd898835a212d9bbbd7c9080b528.bindPopup(popup_e01b43d5cf08f1d8a53933da4fe382c4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_7f55fbeaddf02e9c96f5ea82eff016af = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_3d94ead0ae789cdb7888fdd77128f88a = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6c3fa62b0176f0abffd0b0b4315e975b = $(`&lt;div id=&quot;html_6c3fa62b0176f0abffd0b0b4315e975b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 7:42 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_3d94ead0ae789cdb7888fdd77128f88a.setContent(html_6c3fa62b0176f0abffd0b0b4315e975b);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_7f55fbeaddf02e9c96f5ea82eff016af.bindPopup(popup_3d94ead0ae789cdb7888fdd77128f88a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_82d380cf736ba2906e95669b65f6e04d = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_1bb9b7903b29e7adeaaac83a6c43efe3 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_fc2b2c7738d20c2a24551a48a14cf67a = $(`&lt;div id=&quot;html_fc2b2c7738d20c2a24551a48a14cf67a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W&lt;br&gt;     Year: 2010&lt;br&gt;     Time of Day: 9:20 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_1bb9b7903b29e7adeaaac83a6c43efe3.setContent(html_fc2b2c7738d20c2a24551a48a14cf67a);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_82d380cf736ba2906e95669b65f6e04d.bindPopup(popup_1bb9b7903b29e7adeaaac83a6c43efe3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_f8da3c60fc74a10b028905745f185897 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_50b8759e862568958121f4d654095f7b = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_47fc843f926d009d6949ed3e2b092d24 = $(`&lt;div id=&quot;html_47fc843f926d009d6949ed3e2b092d24&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 7:20 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_50b8759e862568958121f4d654095f7b.setContent(html_47fc843f926d009d6949ed3e2b092d24);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_f8da3c60fc74a10b028905745f185897.bindPopup(popup_50b8759e862568958121f4d654095f7b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_a1cb8ac8c87fdf10cbb30bd8900596bf = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_cb852fbcf15544140f68b50dbab7277d = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_05322c04e289d88867978bab79b7d8e4 = $(`&lt;div id=&quot;html_05322c04e289d88867978bab79b7d8e4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 12:56 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_cb852fbcf15544140f68b50dbab7277d.setContent(html_05322c04e289d88867978bab79b7d8e4);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_a1cb8ac8c87fdf10cbb30bd8900596bf.bindPopup(popup_cb852fbcf15544140f68b50dbab7277d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_9a1338effd4a28d246f4a22a28a0e120 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_5fae92d5c605cbb2f4f8d7fbb7be4bd6 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e467cb46fdc67f6dd5c087e17ab164d8 = $(`&lt;div id=&quot;html_e467cb46fdc67f6dd5c087e17ab164d8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S  / V3: S  / V4: S&lt;br&gt;     Year: 2010&lt;br&gt;     Time of Day: 2:33 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_5fae92d5c605cbb2f4f8d7fbb7be4bd6.setContent(html_e467cb46fdc67f6dd5c087e17ab164d8);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_9a1338effd4a28d246f4a22a28a0e120.bindPopup(popup_5fae92d5c605cbb2f4f8d7fbb7be4bd6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_309a20a04ed6e0b8384d492c34bb4597 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_6b4957d6fa3bea00c509cc6724641d3b = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6eddb87af92ebae921209cfb01475ef8 = $(`&lt;div id=&quot;html_6eddb87af92ebae921209cfb01475ef8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: N  / V4: N&lt;br&gt;     Year: 2010&lt;br&gt;     Time of Day: 8:59 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_6b4957d6fa3bea00c509cc6724641d3b.setContent(html_6eddb87af92ebae921209cfb01475ef8);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_309a20a04ed6e0b8384d492c34bb4597.bindPopup(popup_6b4957d6fa3bea00c509cc6724641d3b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_9926ceab71fe7fdfc8b1c84b00cda1a8 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_1583f28d3ea52e97c5e990a131c9d332 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_7995a00a13f65e1d7f572d0b569b3cc0 = $(`&lt;div id=&quot;html_7995a00a13f65e1d7f572d0b569b3cc0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 3:49 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_1583f28d3ea52e97c5e990a131c9d332.setContent(html_7995a00a13f65e1d7f572d0b569b3cc0);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_9926ceab71fe7fdfc8b1c84b00cda1a8.bindPopup(popup_1583f28d3ea52e97c5e990a131c9d332)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_3cb41e29050334f337272ff9a046b342 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a249dd40aab4b76531765ce4cf9679cb = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0550ed9d1a2b0127b6ebeb280d08468a = $(`&lt;div id=&quot;html_0550ed9d1a2b0127b6ebeb280d08468a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 5:13 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a249dd40aab4b76531765ce4cf9679cb.setContent(html_0550ed9d1a2b0127b6ebeb280d08468a);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_3cb41e29050334f337272ff9a046b342.bindPopup(popup_a249dd40aab4b76531765ce4cf9679cb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_4630199b634dcdb2e6e9ae20ee432e22 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_32628cd97d80a249e9669f32b7eb2ac8 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_443023fd922dfc51af4cfc9ab7e553c5 = $(`&lt;div id=&quot;html_443023fd922dfc51af4cfc9ab7e553c5&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2010&lt;br&gt;     Time of Day: 5:11 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_32628cd97d80a249e9669f32b7eb2ac8.setContent(html_443023fd922dfc51af4cfc9ab7e553c5);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_4630199b634dcdb2e6e9ae20ee432e22.bindPopup(popup_32628cd97d80a249e9669f32b7eb2ac8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_1aae5ffd9df9b9fa612dc44b3d0476eb = L.circleMarker(\n",
       "                [42.224219999611456, -71.07064000072268],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_e24da8c610f3d6f8cc0bca377cd2c336 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1694a7dcc56355ce0b5258c67b22c572 = $(`&lt;div id=&quot;html_1694a7dcc56355ce0b5258c67b22c572&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 5:48 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e24da8c610f3d6f8cc0bca377cd2c336.setContent(html_1694a7dcc56355ce0b5258c67b22c572);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_1aae5ffd9df9b9fa612dc44b3d0476eb.bindPopup(popup_e24da8c610f3d6f8cc0bca377cd2c336)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_c9dc80a8485315068bcc4e82926b4347 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_be29e63b8794a663b3484727b214a86d = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9d8ad96ac4da49c6c308c3bfc7baef71 = $(`&lt;div id=&quot;html_9d8ad96ac4da49c6c308c3bfc7baef71&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 9:40 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_be29e63b8794a663b3484727b214a86d.setContent(html_9d8ad96ac4da49c6c308c3bfc7baef71);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_c9dc80a8485315068bcc4e82926b4347.bindPopup(popup_be29e63b8794a663b3484727b214a86d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e120d579ae288cb55bd9165e88386e04 = L.circleMarker(\n",
       "                [42.224219999611456, -71.07064000072268],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_5dd840f370ffb57c28a14234c24c3b66 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_05b590e6af70e8e840f0e717c3afcefa = $(`&lt;div id=&quot;html_05b590e6af70e8e840f0e717c3afcefa&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: N&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 6:18 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_5dd840f370ffb57c28a14234c24c3b66.setContent(html_05b590e6af70e8e840f0e717c3afcefa);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_e120d579ae288cb55bd9165e88386e04.bindPopup(popup_5dd840f370ffb57c28a14234c24c3b66)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_0ad838eb99bcc429784500ce95a2964e = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_36a0b07ab3bb1cd4368294f8c4eced01 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0ccf043bdc891d01d7bac3146cd68fc9 = $(`&lt;div id=&quot;html_0ccf043bdc891d01d7bac3146cd68fc9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 2:55 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_36a0b07ab3bb1cd4368294f8c4eced01.setContent(html_0ccf043bdc891d01d7bac3146cd68fc9);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_0ad838eb99bcc429784500ce95a2964e.bindPopup(popup_36a0b07ab3bb1cd4368294f8c4eced01)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_55da3f3eac006836be6d4b2c743ebd72 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_4347cfc82549efdb3c5702ab93bf0f0e = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_aa74ede97cb6e8133fb2e8b8ca82a90b = $(`&lt;div id=&quot;html_aa74ede97cb6e8133fb2e8b8ca82a90b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 2:00 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_4347cfc82549efdb3c5702ab93bf0f0e.setContent(html_aa74ede97cb6e8133fb2e8b8ca82a90b);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_55da3f3eac006836be6d4b2c743ebd72.bindPopup(popup_4347cfc82549efdb3c5702ab93bf0f0e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_a1204a22ba46988e181af2c75a5d59d6 = L.circleMarker(\n",
       "                [42.224219999611456, -71.0706400007228],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_5938ea34b705888c987e4adaea0a347d = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8960ac0a32ad6edd9543e0f20fde3807 = $(`&lt;div id=&quot;html_8960ac0a32ad6edd9543e0f20fde3807&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: N  / V3: S&lt;br&gt;     Year: 2011&lt;br&gt;     Time of Day: 9:17 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_5938ea34b705888c987e4adaea0a347d.setContent(html_8960ac0a32ad6edd9543e0f20fde3807);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_a1204a22ba46988e181af2c75a5d59d6.bindPopup(popup_5938ea34b705888c987e4adaea0a347d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_7e6fc6485d0f1c3359aef36e42a1c382 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_0418cc9e342ade9c298ce71e47263ee2 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6e5275c14770750be181f27ac87746a1 = $(`&lt;div id=&quot;html_6e5275c14770750be181f27ac87746a1&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: N&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 9:27 AM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_0418cc9e342ade9c298ce71e47263ee2.setContent(html_6e5275c14770750be181f27ac87746a1);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_7e6fc6485d0f1c3359aef36e42a1c382.bindPopup(popup_0418cc9e342ade9c298ce71e47263ee2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_a32617abca37ebeae6df2393afe452a3 = L.circleMarker(\n",
       "                [42.224219999611456, -71.07064000072268],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_6aa1b1be77dbc8ecfae73df983fd29c0 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_434237b3b05e5f99b416399a7d1a5b8a = $(`&lt;div id=&quot;html_434237b3b05e5f99b416399a7d1a5b8a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 9:41 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_6aa1b1be77dbc8ecfae73df983fd29c0.setContent(html_434237b3b05e5f99b416399a7d1a5b8a);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_a32617abca37ebeae6df2393afe452a3.bindPopup(popup_6aa1b1be77dbc8ecfae73df983fd29c0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_ec6b6b9a1b522dc9313983c30bc9a59c = L.circleMarker(\n",
       "                [42.224219999611456, -71.07064000072268],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_f026f27f5aa71230c6656dac6b600b14 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e6b645646c4cfa063707101052a929b9 = $(`&lt;div id=&quot;html_e6b645646c4cfa063707101052a929b9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 6:44 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f026f27f5aa71230c6656dac6b600b14.setContent(html_e6b645646c4cfa063707101052a929b9);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_ec6b6b9a1b522dc9313983c30bc9a59c.bindPopup(popup_f026f27f5aa71230c6656dac6b600b14)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_0630eb626cc32905f29f508b85080bcf = L.circleMarker(\n",
       "                [42.224219999611456, -71.07064000072268],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_5a7bd21c48fbbce42fc58852b5585f95 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ce85751488765a9aa376952a61d5709f = $(`&lt;div id=&quot;html_ce85751488765a9aa376952a61d5709f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: E&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 5:59 PM&lt;br&gt;     Severity: Minor Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_5a7bd21c48fbbce42fc58852b5585f95.setContent(html_ce85751488765a9aa376952a61d5709f);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_0630eb626cc32905f29f508b85080bcf.bindPopup(popup_5a7bd21c48fbbce42fc58852b5585f95)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_88f2b493b89b69a5e42dfa8e1c07540e = L.circleMarker(\n",
       "                [42.23581000040475, -71.06969000404499],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a65988cfbb9f244bdaed06e37473b0c6 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_bcd185b4ce7c0e86572ceb637dc108eb = $(`&lt;div id=&quot;html_bcd185b4ce7c0e86572ceb637dc108eb&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2023&lt;br&gt;     Time of Day: 3:42 PM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a65988cfbb9f244bdaed06e37473b0c6.setContent(html_bcd185b4ce7c0e86572ceb637dc108eb);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_88f2b493b89b69a5e42dfa8e1c07540e.bindPopup(popup_a65988cfbb9f244bdaed06e37473b0c6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e314aabe051166b65d2896d796dc9980 = L.circleMarker(\n",
       "                [42.22421728804319, -71.07066866218784],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_e76449d003363f18599b8fb064787a7f = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_20ac2ec1eda74e846cc48e6002125934 = $(`&lt;div id=&quot;html_20ac2ec1eda74e846cc48e6002125934&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 10:52 AM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e76449d003363f18599b8fb064787a7f.setContent(html_20ac2ec1eda74e846cc48e6002125934);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_e314aabe051166b65d2896d796dc9980.bindPopup(popup_e76449d003363f18599b8fb064787a7f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d320d62047e385d0e755ec88f3a09c37 = L.circleMarker(\n",
       "                [42.22421728804319, -71.07066866218784],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_435a6566771005f147d8971b1d5984bd = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_00cafd046adf9bdd05194ecd2e6f1d2c = $(`&lt;div id=&quot;html_00cafd046adf9bdd05194ecd2e6f1d2c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W  / V2: S&lt;br&gt;     Year: 2020&lt;br&gt;     Time of Day: 12:46 AM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_435a6566771005f147d8971b1d5984bd.setContent(html_00cafd046adf9bdd05194ecd2e6f1d2c);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_d320d62047e385d0e755ec88f3a09c37.bindPopup(popup_435a6566771005f147d8971b1d5984bd)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8257691ed2ff8940e4902848de9be3de = L.circleMarker(\n",
       "                [42.230024155708456, -71.07112076881387],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_59f9db090f5ddf09a727fa957b41d570 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3c248076825faade928a2154de90f896 = $(`&lt;div id=&quot;html_3c248076825faade928a2154de90f896&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2015&lt;br&gt;     Time of Day: 11:12 AM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_59f9db090f5ddf09a727fa957b41d570.setContent(html_3c248076825faade928a2154de90f896);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_8257691ed2ff8940e4902848de9be3de.bindPopup(popup_59f9db090f5ddf09a727fa957b41d570)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_ff272c9a54858a4c9c36ca735810755a = L.circleMarker(\n",
       "                [42.230302173192456, -71.07113907211249],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_120b645478159602a7e04603d3a4daa3 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_df2fa13df63447214ea51c9980155b25 = $(`&lt;div id=&quot;html_df2fa13df63447214ea51c9980155b25&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 6:55 PM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_120b645478159602a7e04603d3a4daa3.setContent(html_df2fa13df63447214ea51c9980155b25);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_ff272c9a54858a4c9c36ca735810755a.bindPopup(popup_120b645478159602a7e04603d3a4daa3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_bd17d72dc0ec9a009d05b145fc969527 = L.circleMarker(\n",
       "                [42.22421999939197, -71.07064000069775],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_71de6572788c9ef2e455be3fa13e8d1c = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_155870ce61849d050b5489b7cdb98c7a = $(`&lt;div id=&quot;html_155870ce61849d050b5489b7cdb98c7a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2006&lt;br&gt;     Time of Day: 12:30 PM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_71de6572788c9ef2e455be3fa13e8d1c.setContent(html_155870ce61849d050b5489b7cdb98c7a);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_bd17d72dc0ec9a009d05b145fc969527.bindPopup(popup_71de6572788c9ef2e455be3fa13e8d1c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_9dbcc36f3c2f0de7995a45b1538e3d2d = L.circleMarker(\n",
       "                [42.2319300024414, -71.07080000001497],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_84a8fb427ec3de4778e6f46122a4322b = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f0d0f42eee427f71f160f7c5c4cf8b7e = $(`&lt;div id=&quot;html_f0d0f42eee427f71f160f7c5c4cf8b7e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 2:23 AM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_84a8fb427ec3de4778e6f46122a4322b.setContent(html_f0d0f42eee427f71f160f7c5c4cf8b7e);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_9dbcc36f3c2f0de7995a45b1538e3d2d.bindPopup(popup_84a8fb427ec3de4778e6f46122a4322b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_4d0a2a9e83185c1512c9195d829c4430 = L.circleMarker(\n",
       "                [42.2336899991349, -71.07018000521416],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_8f0c2bf98895b51c9461e285c38405ce = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1ea73bf60efa5c168e9b079d085a7aef = $(`&lt;div id=&quot;html_1ea73bf60efa5c168e9b079d085a7aef&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S  / V3: N&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 3:41 PM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_8f0c2bf98895b51c9461e285c38405ce.setContent(html_1ea73bf60efa5c168e9b079d085a7aef);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_4d0a2a9e83185c1512c9195d829c4430.bindPopup(popup_8f0c2bf98895b51c9461e285c38405ce)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_531b0173efd5fc188627cb1370bb1d84 = L.circleMarker(\n",
       "                [42.224225935189324, -71.07066924893094],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_f8510a41b5f3442fb20172eff6381995 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5283b0f9d28f16d0d9f5e7f71408c9ee = $(`&lt;div id=&quot;html_5283b0f9d28f16d0d9f5e7f71408c9ee&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E  / V2: N&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 8:48 AM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f8510a41b5f3442fb20172eff6381995.setContent(html_5283b0f9d28f16d0d9f5e7f71408c9ee);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_531b0173efd5fc188627cb1370bb1d84.bindPopup(popup_f8510a41b5f3442fb20172eff6381995)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_317f084749dadac3dffaf0d907029e7b = L.circleMarker(\n",
       "                [42.24044000091949, -71.0694799997263],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_9b9709eb5784b052cae0ba1436458003 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c410b5da38c8dd09f2d550ace5aaa0d5 = $(`&lt;div id=&quot;html_c410b5da38c8dd09f2d550ace5aaa0d5&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N  / V3: N&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 7:21 AM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_9b9709eb5784b052cae0ba1436458003.setContent(html_c410b5da38c8dd09f2d550ace5aaa0d5);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_317f084749dadac3dffaf0d907029e7b.bindPopup(popup_9b9709eb5784b052cae0ba1436458003)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_ccf832459bc2d34d6944a8a50a1c052c = L.circleMarker(\n",
       "                [42.22421275394974, -71.0706682799521],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_0a6e7d26d83d3aa572f7ce75da40c0e6 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_bddc3b5d31c524c64efc7c04121e76bc = $(`&lt;div id=&quot;html_bddc3b5d31c524c64efc7c04121e76bc&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: E  / V3: W&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 8:44 AM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_0a6e7d26d83d3aa572f7ce75da40c0e6.setContent(html_bddc3b5d31c524c64efc7c04121e76bc);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_ccf832459bc2d34d6944a8a50a1c052c.bindPopup(popup_0a6e7d26d83d3aa572f7ce75da40c0e6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_0d644d806306206e28f9e4d1aceabe90 = L.circleMarker(\n",
       "                [42.23119999846737, -71.07106000057165],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_ec1e159362bf0e9f59f8024b51709a34 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ff98268dd4479d5bf63035d605c0bfaa = $(`&lt;div id=&quot;html_ff98268dd4479d5bf63035d605c0bfaa&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N  / V3: N  / V4: S  / V5: W&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 3:53 PM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_ec1e159362bf0e9f59f8024b51709a34.setContent(html_ff98268dd4479d5bf63035d605c0bfaa);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_0d644d806306206e28f9e4d1aceabe90.bindPopup(popup_ec1e159362bf0e9f59f8024b51709a34)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_bfc0ced9df7e0efd3f71b4d3779e9704 = L.circleMarker(\n",
       "                [42.24281999980228, -71.06941000282363],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_29620424b03e6002efb20e6b0914775a = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3a180b57718cb5808790cf2fe46a649e = $(`&lt;div id=&quot;html_3a180b57718cb5808790cf2fe46a649e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N  / V3: N&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 4:20 AM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_29620424b03e6002efb20e6b0914775a.setContent(html_3a180b57718cb5808790cf2fe46a649e);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_bfc0ced9df7e0efd3f71b4d3779e9704.bindPopup(popup_29620424b03e6002efb20e6b0914775a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_310000e1b3e8c01057b4a862e8f63ac4 = L.circleMarker(\n",
       "                [42.23236144700959, -71.07063701062899],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_67757106d2359b12b2402267d85d8130 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8b4aef8f65f1c423f41f7e3470e55fdb = $(`&lt;div id=&quot;html_8b4aef8f65f1c423f41f7e3470e55fdb&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2004&lt;br&gt;     Time of Day: 9:41 AM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_67757106d2359b12b2402267d85d8130.setContent(html_8b4aef8f65f1c423f41f7e3470e55fdb);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_310000e1b3e8c01057b4a862e8f63ac4.bindPopup(popup_67757106d2359b12b2402267d85d8130)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_bbd4089229f0eed15e9f99990be80704 = L.circleMarker(\n",
       "                [42.23419865021681, -71.07001058789709],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_ad9f73bf81fde42c91b819632c8a94e4 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ad8381e7b90869b17bfaba77ac24fa8a = $(`&lt;div id=&quot;html_ad8381e7b90869b17bfaba77ac24fa8a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 10:23 PM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_ad9f73bf81fde42c91b819632c8a94e4.setContent(html_ad8381e7b90869b17bfaba77ac24fa8a);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_bbd4089229f0eed15e9f99990be80704.bindPopup(popup_ad9f73bf81fde42c91b819632c8a94e4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_285f83760ff8326e9199e56fa6c80532 = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_b5f4f9a3c0d81ded7f420542014e979e = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_7759575e2e4d485cc22bdc49b4df0779 = $(`&lt;div id=&quot;html_7759575e2e4d485cc22bdc49b4df0779&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: E&lt;br&gt;     Year: 2008&lt;br&gt;     Time of Day: 5:30 AM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_b5f4f9a3c0d81ded7f420542014e979e.setContent(html_7759575e2e4d485cc22bdc49b4df0779);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_285f83760ff8326e9199e56fa6c80532.bindPopup(popup_b5f4f9a3c0d81ded7f420542014e979e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_623a62890b8ec0a83e0d11edcdb2bafd = L.circleMarker(\n",
       "                [42.22451693979459, -71.0706948058686],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_6e09b8fce59a069166b9e7ba26f92bc3 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c67176815db031744c34d047dd874955 = $(`&lt;div id=&quot;html_c67176815db031744c34d047dd874955&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 2:42 AM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_6e09b8fce59a069166b9e7ba26f92bc3.setContent(html_c67176815db031744c34d047dd874955);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_623a62890b8ec0a83e0d11edcdb2bafd.bindPopup(popup_6e09b8fce59a069166b9e7ba26f92bc3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_3aad51ce2bc1e044bbd6493500bdd680 = L.circleMarker(\n",
       "                [42.244813767356554, -71.06934860719062],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_eec25fed358ec005e96c8d13bda7ce5e = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_317ec5b1b985243ea4dbb12a58036295 = $(`&lt;div id=&quot;html_317ec5b1b985243ea4dbb12a58036295&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: S&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 2:03 AM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_eec25fed358ec005e96c8d13bda7ce5e.setContent(html_317ec5b1b985243ea4dbb12a58036295);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_3aad51ce2bc1e044bbd6493500bdd680.bindPopup(popup_eec25fed358ec005e96c8d13bda7ce5e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_dd0d105f765b0fb6efd8ec4499656bd4 = L.circleMarker(\n",
       "                [42.232883963847364, -71.07046594613408],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_64519bea6338ab94fa40b84950dabe81 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_54955718dc44e18725e958fcfc409c0e = $(`&lt;div id=&quot;html_54955718dc44e18725e958fcfc409c0e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2021&lt;br&gt;     Time of Day: 12:07 AM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_64519bea6338ab94fa40b84950dabe81.setContent(html_54955718dc44e18725e958fcfc409c0e);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_dd0d105f765b0fb6efd8ec4499656bd4.bindPopup(popup_64519bea6338ab94fa40b84950dabe81)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_91dfa0da71d0f1ee7cf1052b03cc1d20 = L.circleMarker(\n",
       "                [42.23417926770653, -71.07001341776287],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_14e91ee1f98c20375d1a208cdb5a5cf8 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_50e82c4c562d831421cf6d1bf15ecdd9 = $(`&lt;div id=&quot;html_50e82c4c562d831421cf6d1bf15ecdd9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 12:33 PM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_14e91ee1f98c20375d1a208cdb5a5cf8.setContent(html_50e82c4c562d831421cf6d1bf15ecdd9);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_91dfa0da71d0f1ee7cf1052b03cc1d20.bindPopup(popup_14e91ee1f98c20375d1a208cdb5a5cf8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_ffb15a7345f5426025f6a599e44ea0db = L.circleMarker(\n",
       "                [42.247199765560744, -71.06926019500087],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_a13043d43a9d937b7dbac309347e41e6 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_2d83a2c4885862f242a8a3a070f270f1 = $(`&lt;div id=&quot;html_2d83a2c4885862f242a8a3a070f270f1&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2011&lt;br&gt;     Time of Day: 5:59 PM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a13043d43a9d937b7dbac309347e41e6.setContent(html_2d83a2c4885862f242a8a3a070f270f1);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_ffb15a7345f5426025f6a599e44ea0db.bindPopup(popup_a13043d43a9d937b7dbac309347e41e6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_fd10d0119d8be5d65eecb5d70683069c = L.circleMarker(\n",
       "                [42.23458091671848, -71.06989629030954],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_4c31d6111ea6064ae2c47f837d49b781 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c354c64eaad31badd38e2cb84006099f = $(`&lt;div id=&quot;html_c354c64eaad31badd38e2cb84006099f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2020&lt;br&gt;     Time of Day: 12:20 AM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_4c31d6111ea6064ae2c47f837d49b781.setContent(html_c354c64eaad31badd38e2cb84006099f);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_fd10d0119d8be5d65eecb5d70683069c.bindPopup(popup_4c31d6111ea6064ae2c47f837d49b781)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_c6bd878a00c4ad83b187d34062ba9638 = L.circleMarker(\n",
       "                [42.227395239856186, -71.0709347397173],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_18c663bfcaa12409873592d740ef7cdb = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6e0875fecc7f74fe01d5e530ee1da4df = $(`&lt;div id=&quot;html_6e0875fecc7f74fe01d5e530ee1da4df&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2018&lt;br&gt;     Time of Day: 11:54 AM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_18c663bfcaa12409873592d740ef7cdb.setContent(html_6e0875fecc7f74fe01d5e530ee1da4df);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_c6bd878a00c4ad83b187d34062ba9638.bindPopup(popup_18c663bfcaa12409873592d740ef7cdb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_c3806e00e7056ff208d8bfbaf486b720 = L.circleMarker(\n",
       "                [42.2480227330223, -71.06923277642164],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_cbc2875bffe95e54f4d7885ba468261f = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5762a6ebcde9d41f6da12609c9b0054e = $(`&lt;div id=&quot;html_5762a6ebcde9d41f6da12609c9b0054e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: N&lt;br&gt;     Year: 2006&lt;br&gt;     Time of Day: 7:13 AM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_cbc2875bffe95e54f4d7885ba468261f.setContent(html_5762a6ebcde9d41f6da12609c9b0054e);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_c3806e00e7056ff208d8bfbaf486b720.bindPopup(popup_cbc2875bffe95e54f4d7885ba468261f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_1a8fc4981b4624f53209ea2bbeb3a864 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_f5de6cf353e264324fe8a4ab87611a96 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_19c429c041f4e0c57eb5f20d950d20d0 = $(`&lt;div id=&quot;html_19c429c041f4e0c57eb5f20d950d20d0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N  / V3: N&lt;br&gt;     Year: 2012&lt;br&gt;     Time of Day: 5:45 PM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f5de6cf353e264324fe8a4ab87611a96.setContent(html_19c429c041f4e0c57eb5f20d950d20d0);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_1a8fc4981b4624f53209ea2bbeb3a864.bindPopup(popup_f5de6cf353e264324fe8a4ab87611a96)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_98e377dd79fb65f78da25f557980cbca = L.circleMarker(\n",
       "                [42.235809998389875, -71.06969000210495],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_8689978c20711497d23b413d9699d68d = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9b30a1ec9ee47254b4f3b9fd744a6808 = $(`&lt;div id=&quot;html_9b30a1ec9ee47254b4f3b9fd744a6808&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2004&lt;br&gt;     Time of Day: 1:02 PM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_8689978c20711497d23b413d9699d68d.setContent(html_9b30a1ec9ee47254b4f3b9fd744a6808);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_98e377dd79fb65f78da25f557980cbca.bindPopup(popup_8689978c20711497d23b413d9699d68d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_215e2cf4529f5be57ce3f10da8fa6706 = L.circleMarker(\n",
       "                [42.224220433616054, -71.07082459668943],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_e77491ebc088a956e9b921a43d121f97 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_38b90855e42cb3f6227d8da5a890b650 = $(`&lt;div id=&quot;html_38b90855e42cb3f6227d8da5a890b650&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E&lt;br&gt;     Year: 2004&lt;br&gt;     Time of Day: 3:58 PM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e77491ebc088a956e9b921a43d121f97.setContent(html_38b90855e42cb3f6227d8da5a890b650);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_215e2cf4529f5be57ce3f10da8fa6706.bindPopup(popup_e77491ebc088a956e9b921a43d121f97)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_a04460c2a3f13c3d4378764ddec73bfd = L.circleMarker(\n",
       "                [42.24544576153932, -71.06932438897921],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_62c059bb7748b3e1aefaa62ed3216872 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ee3462e04790946c842ec4673aa8b3c5 = $(`&lt;div id=&quot;html_ee3462e04790946c842ec4673aa8b3c5&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2007&lt;br&gt;     Time of Day: 6:25 PM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_62c059bb7748b3e1aefaa62ed3216872.setContent(html_ee3462e04790946c842ec4673aa8b3c5);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_a04460c2a3f13c3d4378764ddec73bfd.bindPopup(popup_62c059bb7748b3e1aefaa62ed3216872)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_97d938afe9d3cfc55dab899d71d91280 = L.circleMarker(\n",
       "                [42.247170337469875, -71.0692615574215],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_81bf24a37304a088fd9e369598f55f8d = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4e41a0fadee1b0a1af0854c1ac53f78c = $(`&lt;div id=&quot;html_4e41a0fadee1b0a1af0854c1ac53f78c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 2:38 PM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_81bf24a37304a088fd9e369598f55f8d.setContent(html_4e41a0fadee1b0a1af0854c1ac53f78c);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_97d938afe9d3cfc55dab899d71d91280.bindPopup(popup_81bf24a37304a088fd9e369598f55f8d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_dc720094b5c9d27fc63dc20eef3541d5 = L.circleMarker(\n",
       "                [42.2242194090814, -71.07061047792445],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_09b119097607118e44e247ceb1e04766 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_04492c36f402aac789d4d10cf41234f0 = $(`&lt;div id=&quot;html_04492c36f402aac789d4d10cf41234f0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: W&lt;br&gt;     Year: 2002&lt;br&gt;     Time of Day: 7:20 PM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_09b119097607118e44e247ceb1e04766.setContent(html_04492c36f402aac789d4d10cf41234f0);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_dc720094b5c9d27fc63dc20eef3541d5.bindPopup(popup_09b119097607118e44e247ceb1e04766)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_344f3d4bdd610c6f633d94b228dd89ba = L.circleMarker(\n",
       "                [42.22421999939205, -71.07064000069764],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_1df1622cd44c21e8513188c7039a8b94 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_27af1d5096f7cc71bdd111043c1c8db3 = $(`&lt;div id=&quot;html_27af1d5096f7cc71bdd111043c1c8db3&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: E&lt;br&gt;     Year: 2009&lt;br&gt;     Time of Day: 4:57 AM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_1df1622cd44c21e8513188c7039a8b94.setContent(html_27af1d5096f7cc71bdd111043c1c8db3);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_344f3d4bdd610c6f633d94b228dd89ba.bindPopup(popup_1df1622cd44c21e8513188c7039a8b94)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_c14ff053989bc0d7dcc86b9d854b0fb6 = L.circleMarker(\n",
       "                [42.235339722227664, -71.06974102090727],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_aba4f033b676b50302ad4c0a6cde4d8f = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a22818b542408d7bc731a6873e3ceaa7 = $(`&lt;div id=&quot;html_a22818b542408d7bc731a6873e3ceaa7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 9:38 AM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_aba4f033b676b50302ad4c0a6cde4d8f.setContent(html_a22818b542408d7bc731a6873e3ceaa7);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_c14ff053989bc0d7dcc86b9d854b0fb6.bindPopup(popup_aba4f033b676b50302ad4c0a6cde4d8f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8dff7d631716dc732e0da8b62cc4f518 = L.circleMarker(\n",
       "                [42.22846629796435, -71.07100848747426],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_f78f8d590106aebbdf1b94b7ada9f127 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_919a4e31f531586833f4b3e06f9af20c = $(`&lt;div id=&quot;html_919a4e31f531586833f4b3e06f9af20c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported&lt;br&gt;     Year: 2003&lt;br&gt;     Time of Day: 7:53 AM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f78f8d590106aebbdf1b94b7ada9f127.setContent(html_919a4e31f531586833f4b3e06f9af20c);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_8dff7d631716dc732e0da8b62cc4f518.bindPopup(popup_f78f8d590106aebbdf1b94b7ada9f127)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_3966ed577984b92bc74a0c7600fbae2c = L.circleMarker(\n",
       "                [42.24856999787601, -71.0691800052372],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_3ee15816d5eddcc6eafe97d22354b8c0 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8472d53aac544c386625e027c4903eda = $(`&lt;div id=&quot;html_8472d53aac544c386625e027c4903eda&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: E&lt;br&gt;     Year: 2019&lt;br&gt;     Time of Day: 1:02 PM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_3ee15816d5eddcc6eafe97d22354b8c0.setContent(html_8472d53aac544c386625e027c4903eda);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_3966ed577984b92bc74a0c7600fbae2c.bindPopup(popup_3ee15816d5eddcc6eafe97d22354b8c0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_76e5d6882e2e3ebe8d6f6913d796c4ec = L.circleMarker(\n",
       "                [42.24519010694339, -71.06933743758817],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_79ba906648c4eeb0c0e8d237214b956b = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_cbf25118637dc9512b890d6ea4af0a1a = $(`&lt;div id=&quot;html_cbf25118637dc9512b890d6ea4af0a1a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: N&lt;br&gt;     Year: 2014&lt;br&gt;     Time of Day: 1:15 PM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_79ba906648c4eeb0c0e8d237214b956b.setContent(html_cbf25118637dc9512b890d6ea4af0a1a);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_76e5d6882e2e3ebe8d6f6913d796c4ec.bindPopup(popup_79ba906648c4eeb0c0e8d237214b956b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_0a7fd7cf29bd62118c5d07e43e223ea8 = L.circleMarker(\n",
       "                [42.239108385340444, -71.06953062333493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_799ed2f515eb4be6b2f189b273473e06 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a5536d6d5e072afbea3144f0668c5e6d = $(`&lt;div id=&quot;html_a5536d6d5e072afbea3144f0668c5e6d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 7:34 AM&lt;br&gt;     Severity: Major Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_799ed2f515eb4be6b2f189b273473e06.setContent(html_a5536d6d5e072afbea3144f0668c5e6d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_0a7fd7cf29bd62118c5d07e43e223ea8.bindPopup(popup_799ed2f515eb4be6b2f189b273473e06)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_a72631048d7d2916ed674e6c32a796d8 = L.circleMarker(\n",
       "                [42.23419000215459, -71.07001000226262],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_492044a6bf99c0195a66111534468ac8 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_dc70f24c1f76705bbe3082db355a98f7 = $(`&lt;div id=&quot;html_dc70f24c1f76705bbe3082db355a98f7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2013&lt;br&gt;     Time of Day: 7:55 AM&lt;br&gt;     Severity: Fatal Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_492044a6bf99c0195a66111534468ac8.setContent(html_dc70f24c1f76705bbe3082db355a98f7);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_a72631048d7d2916ed674e6c32a796d8.bindPopup(popup_492044a6bf99c0195a66111534468ac8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_7468e7420f7d4834367722a60f480d19 = L.circleMarker(\n",
       "                [42.224217290164155, -71.07066866563468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_1243626a57d86e1ecb3caabc2a9af6f9 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b2874ea4ac9a30e7ca2ae10ffd8692ce = $(`&lt;div id=&quot;html_b2874ea4ac9a30e7ca2ae10ffd8692ce&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N&lt;br&gt;     Year: 2014&lt;br&gt;     Time of Day: 1:49 AM&lt;br&gt;     Severity: Fatal Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_1243626a57d86e1ecb3caabc2a9af6f9.setContent(html_b2874ea4ac9a30e7ca2ae10ffd8692ce);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_7468e7420f7d4834367722a60f480d19.bindPopup(popup_1243626a57d86e1ecb3caabc2a9af6f9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e849fea5aed05143e19a937643e992f8 = L.circleMarker(\n",
       "                [42.237409219916245, -71.0696085385696],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_df016d2e94bef0d6128a1e20669dc5f4 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0143477cee188baf8a8086bd5285397d = $(`&lt;div id=&quot;html_0143477cee188baf8a8086bd5285397d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: N&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 4:03 PM&lt;br&gt;     Severity: Fatal Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_df016d2e94bef0d6128a1e20669dc5f4.setContent(html_0143477cee188baf8a8086bd5285397d);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_e849fea5aed05143e19a937643e992f8.bindPopup(popup_df016d2e94bef0d6128a1e20669dc5f4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_24d8e0a94e8298453e4d0d4ffa80d0a9 = L.circleMarker(\n",
       "                [42.23856000011289, -71.06956000103493],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_bdf0b8a935b649894af5cd23bdeba5fa = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_116735473cf6b5022e5d512da517b071 = $(`&lt;div id=&quot;html_116735473cf6b5022e5d512da517b071&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S  / V2: W&lt;br&gt;     Year: 2017&lt;br&gt;     Time of Day: 8:42 AM&lt;br&gt;     Severity: Fatal Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_bdf0b8a935b649894af5cd23bdeba5fa.setContent(html_116735473cf6b5022e5d512da517b071);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_24d8e0a94e8298453e4d0d4ffa80d0a9.bindPopup(popup_bdf0b8a935b649894af5cd23bdeba5fa)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e01deb5a19e623994e498510c5ebf217 = L.circleMarker(\n",
       "                [42.23576894435093, -71.06969400693342],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_6b4c29d84007d4bb682388cb11de3972 = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3f0d9ddb4a2588c9b565501ee319c70a = $(`&lt;div id=&quot;html_3f0d9ddb4a2588c9b565501ee319c70a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: S&lt;br&gt;     Year: 2012&lt;br&gt;     Time of Day: 6:22 PM&lt;br&gt;     Severity: Fatal Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_6b4c29d84007d4bb682388cb11de3972.setContent(html_3f0d9ddb4a2588c9b565501ee319c70a);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_e01deb5a19e623994e498510c5ebf217.bindPopup(popup_6b4c29d84007d4bb682388cb11de3972)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8779aa76c0d9c224039d655607d9a2e6 = L.circleMarker(\n",
       "                [42.24281999942989, -71.06941000283925],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_35837a7e00eeee83ffc2cca05b5a538e = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_959e2f6feae378a06b0226ebb5996f33 = $(`&lt;div id=&quot;html_959e2f6feae378a06b0226ebb5996f33&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: N  / V2: S&lt;br&gt;     Year: 2005&lt;br&gt;     Time of Day: 12:05 PM&lt;br&gt;     Severity: Fatal Injury&lt;br&gt;     Where: upstream&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_35837a7e00eeee83ffc2cca05b5a538e.setContent(html_959e2f6feae378a06b0226ebb5996f33);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_8779aa76c0d9c224039d655607d9a2e6.bindPopup(popup_35837a7e00eeee83ffc2cca05b5a538e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_15d0178aad44994c68bc3603cf5909d6 = L.circleMarker(\n",
       "                [42.224203352863135, -71.07077741322288],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;yellow&quot;, &quot;fillOpacity&quot;: 0.5, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_643940f7ca30db73041d9d100bcc77eb);\n",
       "        \n",
       "    \n",
       "        var popup_312f4a8e4cfbdba4d44e00bec64f251f = L.popup({&quot;maxWidth&quot;: 300});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b2bfbf21f859be64fcc41af498228e3b = $(`&lt;div id=&quot;html_b2bfbf21f859be64fcc41af498228e3b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;     Direction of Travel: V1: Not Reported / V2: Not Reported&lt;br&gt;     Year: 2022&lt;br&gt;     Time of Day: 10:30 PM&lt;br&gt;     Severity: Fatal Injury&lt;br&gt;     Where: intersection&lt;br&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_312f4a8e4cfbdba4d44e00bec64f251f.setContent(html_b2bfbf21f859be64fcc41af498228e3b);\n",
       "            \n",
       "        \n",
       "\n",
       "        circle_marker_15d0178aad44994c68bc3603cf5909d6.bindPopup(popup_312f4a8e4cfbdba4d44e00bec64f251f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "&lt;/script&gt;\n",
       "&lt;/html&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x14ee3f750>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create an interactive Folium Map with the crash points plotted and a popup with the direction of travel, time of day, and severity of the crash.  Color the points by severity of the crash\n",
    "m = folium.Map(location=[42.224225, -71.070639], zoom_start=18)\n",
    "# Create a version of randolph_ave_crashes that uses a CRS in latitude and longitude\n",
    "randolph_ave_crashes_latlon = randolph_ave_crashes.to_crs(\"EPSG:4326\")\n",
    "\n",
    "injury_crashes = randolph_ave_crashes_latlon.loc[\n",
    "    randolph_ave_crashes_latlon[\"severity\"].isin(\n",
    "        [\"Fatal Injury\", \"Major Injury\", \"Minor Injury\"]), :]\n",
    "\n",
    "colormap = {\n",
    "    \"Fatal Injury\": \"red\",\n",
    "    \"Major Injury\": \"yellow\",\n",
    "    \"Minor Injury\": \"blue\",\n",
    "}\n",
    "\n",
    "\n",
    "for _, row in injury_crashes.sort_values(by=\"severity\", ascending=False).iterrows():\n",
    "    popup_content = folium.Popup(popup_text(row), max_width=300)  # Adjust max_width as needed\n",
    "    folium.CircleMarker(\n",
    "        location=[row[\"geometry\"].y, row[\"geometry\"].x],\n",
    "        radius=5,\n",
    "        popup=popup_content,\n",
    "        color=colormap[row[\"severity\"]],\n",
    "        fill=True,\n",
    "        fill_color=\"yellow\",\n",
    "        fill_opacity=0.5,\n",
    "    ).add_to(m)\n",
    "\n",
    "display(m)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Create a structured dataframe of intersection vs upstream crashes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "intersection_crashes[\"where\"] = \"intersection\"\n",
    "upstream_crashes[\"where\"] = \"upstream\"\n",
    "randolph_ave_crashes = gpd.GeoDataFrame( pd.concat([intersection_crashes, upstream_crashes], ignore_index=True) )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Use seaborn to plot number of crashes by year colored by \"where\"\n",
    "sns.set_theme(style=\"whitegrid\")\n",
    "sns.set_palette([\"#2d4059\", \"#ffd460\"])\n",
    "ax = sns.countplot(x=\"year\", hue=\"where\", data=randolph_ave_crashes)\n",
    "ax.set_title(\"Crashes by year\")\n",
    "ax.set_ylabel(\"Number of crashes\")\n",
    "ax.set_xlabel(\"Year\")\n",
    "# Rotate x axis labels 45 degrees\n",
    "plt.xticks(rotation=45)\n",
    "leg = ax.legend()\n",
    "leg.set_title(\"Crash Location\")\n",
    "leg.set_bbox_to_anchor((1.02, .6))\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Apply the following color palette to the plot below:\n",
    "# intersection: #2d4059\n",
    "# upstream: #ffd460\n",
    "sns.set_theme(style=\"whitegrid\")\n",
    "sns.set_palette([\"#2d4059\", \"#ffd460\"])\n",
    "_data = randolph_ave_crashes.loc[randolph_ave_crashes[\"severity\"].isin([\"Major Injury\", \"Fatal Injury\"])]\n",
    "ax = sns.countplot(x=\"year\", hue=\"where\", data=_data)\n",
    "ax.set_title(\"Major Crashes by year\")\n",
    "ax.set_ylabel(\"Number of crashes\")\n",
    "ax.set_xlabel(\"Year\")\n",
    "# Rotate x axis labels 45 degrees\n",
    "plt.xticks(rotation=45)\n",
    "leg = ax.legend()\n",
    "leg.set_title(\"Crash Location\")\n",
    "leg.set_bbox_to_anchor((1.02, .6))\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Use seaborn to plot number of crashes by severity, colored by \"where\", over the last 4 years\n",
    "sns.set_theme(style=\"whitegrid\")\n",
    "ax = sns.countplot(x=\"severity\", hue=\"where\", data=randolph_ave_crashes[randolph_ave_crashes.year >= 2015])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "severity      where       \n",
       "Fatal Injury  intersection      2\n",
       "              upstream          4\n",
       "Major Injury  intersection      5\n",
       "              upstream         16\n",
       "Minor Injury  intersection    130\n",
       "              upstream        171\n",
       "No Injury     intersection    135\n",
       "              upstream        250\n",
       "Unknown       intersection     15\n",
       "              upstream         27\n",
       "dtype: int64"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "randolph_ave_crashes[randolph_ave_crashes.year >= 2010].groupby([\"severity\", \"where\"]).size()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['Crash_Number', 'City_Town_Name', 'Crash_Date', 'Crash_Time',\n",
       "       'Crash_Severity', 'Maximum_Injury_Severity_Reported',\n",
       "       'Number_of_Vehicles', 'Total_Nonfatal_Injuries', 'Total_Fatal_Injuries',\n",
       "       'Manner_of_Collision', 'Vehicle_Action_Prior_to_Crash',\n",
       "       'Vehicle_Travel_Directions', 'Most_Harmful_Events',\n",
       "       'Vehicle_Configuration', 'Road_Surface_Condition', 'Ambient_Light',\n",
       "       'Weather_Condition', 'At_Roadway_Intersection',\n",
       "       'Distance_From_Nearest_Roadway_Intersection',\n",
       "       'Distance_From_Nearest_Milemarker', 'Distance_From_Nearest_Exit',\n",
       "       'Distance_From_Nearest_Landmark', 'Non_Motorist_Type', 'X_Cooordinate',\n",
       "       'Y_Cooordinate', 'Crash_DateTime', 'year', 'severity', 'geometry',\n",
       "       'where'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "randolph_ave_crashes.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "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>where</th>\n",
       "      <th>Crash_Date</th>\n",
       "      <th>Crash_Time</th>\n",
       "      <th>Manner_of_Collision</th>\n",
       "      <th>Number_of_Vehicles</th>\n",
       "      <th>Total_Fatal_Injuries</th>\n",
       "      <th>Ambient_Light</th>\n",
       "      <th>Weather_Condition</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>intersection</td>\n",
       "      <td>15-Jul-2022</td>\n",
       "      <td>10:30 PM</td>\n",
       "      <td>Not reported</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>Not reported</td>\n",
       "      <td>Not Reported</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>870</th>\n",
       "      <td>upstream</td>\n",
       "      <td>31-Aug-2017</td>\n",
       "      <td>8:42 AM</td>\n",
       "      <td>Angle</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>Daylight</td>\n",
       "      <td>Clear</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>772</th>\n",
       "      <td>upstream</td>\n",
       "      <td>25-Apr-2017</td>\n",
       "      <td>4:03 PM</td>\n",
       "      <td>Head-on</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>Daylight</td>\n",
       "      <td>Rain/Cloudy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>204</th>\n",
       "      <td>intersection</td>\n",
       "      <td>31-May-2014</td>\n",
       "      <td>1:49 AM</td>\n",
       "      <td>Single vehicle crash</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Dark - lighted roadway</td>\n",
       "      <td>Clear/Clear</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>678</th>\n",
       "      <td>upstream</td>\n",
       "      <td>28-Nov-2013</td>\n",
       "      <td>7:55 AM</td>\n",
       "      <td>Single vehicle crash</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Daylight</td>\n",
       "      <td>Clear</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>731</th>\n",
       "      <td>upstream</td>\n",
       "      <td>01-Nov-2012</td>\n",
       "      <td>6:22 PM</td>\n",
       "      <td>Single vehicle crash</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Dark - lighted roadway</td>\n",
       "      <td>Clear/Unknown</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>919</th>\n",
       "      <td>upstream</td>\n",
       "      <td>15-Feb-2005</td>\n",
       "      <td>12:05 PM</td>\n",
       "      <td>Sideswipe, opposite direction</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>Daylight</td>\n",
       "      <td>Clear</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            where   Crash_Date Crash_Time            Manner_of_Collision  \\\n",
       "3    intersection  15-Jul-2022   10:30 PM                   Not reported   \n",
       "870      upstream  31-Aug-2017    8:42 AM                          Angle   \n",
       "772      upstream  25-Apr-2017    4:03 PM                        Head-on   \n",
       "204  intersection  31-May-2014    1:49 AM           Single vehicle crash   \n",
       "678      upstream  28-Nov-2013    7:55 AM           Single vehicle crash   \n",
       "731      upstream  01-Nov-2012    6:22 PM           Single vehicle crash   \n",
       "919      upstream  15-Feb-2005   12:05 PM  Sideswipe, opposite direction   \n",
       "\n",
       "     Number_of_Vehicles  Total_Fatal_Injuries           Ambient_Light  \\\n",
       "3                     2                     1            Not reported   \n",
       "870                   2                     1                Daylight   \n",
       "772                   2                     1                Daylight   \n",
       "204                   1                     1  Dark - lighted roadway   \n",
       "678                   1                     1                Daylight   \n",
       "731                   1                     1  Dark - lighted roadway   \n",
       "919                   2                     1                Daylight   \n",
       "\n",
       "    Weather_Condition  \n",
       "3        Not Reported  \n",
       "870             Clear  \n",
       "772       Rain/Cloudy  \n",
       "204       Clear/Clear  \n",
       "678             Clear  \n",
       "731     Clear/Unknown  \n",
       "919             Clear  "
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "randolph_ave_crashes.loc[\n",
    "    randolph_ave_crashes.severity == \"Fatal Injury\",\n",
    "    [\"Crash_DateTime\", \"where\", \"Crash_Date\", \"Crash_Time\", \"Manner_of_Collision\", \"Number_of_Vehicles\", \"Total_Fatal_Injuries\", \"Ambient_Light\", \"Weather_Condition\"]\n",
    "].sort_values(by=\"Crash_DateTime\", ascending=False).drop(columns=[\"Crash_DateTime\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(64, 30)"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# From 2014 to 2016 there were 54 crashes at this intersection. Of those 54, 28 involved a fatality or injury.\n",
    "intersection_crashes.loc[\n",
    "    (intersection_crashes.year >= 2014) &\n",
    "    (intersection_crashes.year <= 2016)].shape[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "severity\n",
       "Minor Injury    30\n",
       "No Injury       30\n",
       "Unknown          3\n",
       "Fatal Injury     1\n",
       "Name: count, dtype: int64"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "intersection_crashes.loc[\n",
    "    (intersection_crashes.year >= 2014) &\n",
    "    (intersection_crashes.year <= 2016), \"severity\"].value_counts()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Scratch"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'crash_geodf2' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[1;32m/Users/alexhasha/repos/milton_maps/notebooks/crash_analysis.ipynb Cell 38\u001b[0m line \u001b[0;36m1\n\u001b[1;32m      <a href='vscode-notebook-cell:/Users/alexhasha/repos/milton_maps/notebooks/crash_analysis.ipynb#Z1450sZmlsZQ%3D%3D?line=2'>3</a>\u001b[0m randolph_ave_crashes\u001b[39m.\u001b[39mloc[\n\u001b[1;32m      <a href='vscode-notebook-cell:/Users/alexhasha/repos/milton_maps/notebooks/crash_analysis.ipynb#Z1450sZmlsZQ%3D%3D?line=3'>4</a>\u001b[0m     (randolph_ave_crashes\u001b[39m.\u001b[39myear \u001b[39m>\u001b[39m\u001b[39m=\u001b[39m \u001b[39m2010\u001b[39m) \u001b[39m&\u001b[39m (randolph_ave_crashes\u001b[39m.\u001b[39mseverity\u001b[39m.\u001b[39misin([\u001b[39m\"\u001b[39m\u001b[39mFatal Injury\u001b[39m\u001b[39m\"\u001b[39m, \u001b[39m\"\u001b[39m\u001b[39mMajor Injury\u001b[39m\u001b[39m\"\u001b[39m])),\n\u001b[1;32m      <a href='vscode-notebook-cell:/Users/alexhasha/repos/milton_maps/notebooks/crash_analysis.ipynb#Z1450sZmlsZQ%3D%3D?line=4'>5</a>\u001b[0m ]\u001b[39m.\u001b[39mplot(\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m     <a href='vscode-notebook-cell:/Users/alexhasha/repos/milton_maps/notebooks/crash_analysis.ipynb#Z1450sZmlsZQ%3D%3D?line=10'>11</a>\u001b[0m     cmap \u001b[39m=\u001b[39m \u001b[39m\"\u001b[39m\u001b[39mflag\u001b[39m\u001b[39m\"\u001b[39m\n\u001b[1;32m     <a href='vscode-notebook-cell:/Users/alexhasha/repos/milton_maps/notebooks/crash_analysis.ipynb#Z1450sZmlsZQ%3D%3D?line=11'>12</a>\u001b[0m )\n\u001b[1;32m     <a href='vscode-notebook-cell:/Users/alexhasha/repos/milton_maps/notebooks/crash_analysis.ipynb#Z1450sZmlsZQ%3D%3D?line=12'>13</a>\u001b[0m \u001b[39m# x and y range in crash_geodf\u001b[39;00m\n\u001b[0;32m---> <a href='vscode-notebook-cell:/Users/alexhasha/repos/milton_maps/notebooks/crash_analysis.ipynb#Z1450sZmlsZQ%3D%3D?line=13'>14</a>\u001b[0m xmin \u001b[39m=\u001b[39m crash_geodf2\u001b[39m.\u001b[39mgeometry\u001b[39m.\u001b[39mx\u001b[39m.\u001b[39mmin()\n\u001b[1;32m     <a href='vscode-notebook-cell:/Users/alexhasha/repos/milton_maps/notebooks/crash_analysis.ipynb#Z1450sZmlsZQ%3D%3D?line=14'>15</a>\u001b[0m xmax \u001b[39m=\u001b[39m crash_geodf2\u001b[39m.\u001b[39mgeometry\u001b[39m.\u001b[39mx\u001b[39m.\u001b[39mmax()\n\u001b[1;32m     <a href='vscode-notebook-cell:/Users/alexhasha/repos/milton_maps/notebooks/crash_analysis.ipynb#Z1450sZmlsZQ%3D%3D?line=15'>16</a>\u001b[0m ymin \u001b[39m=\u001b[39m crash_geodf2\u001b[39m.\u001b[39mgeometry\u001b[39m.\u001b[39my\u001b[39m.\u001b[39mmin()\n",
      "\u001b[0;31mNameError\u001b[0m: name 'crash_geodf2' is not defined"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x2000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Expand the axes of this plot to match the range of data in crash_geodf2\n",
    "fig, ax = plt.subplots(1, figsize=(20,20))\n",
    "randolph_ave_crashes.loc[\n",
    "    (randolph_ave_crashes.year >= 2010) & (randolph_ave_crashes.severity.isin([\"Fatal Injury\", \"Major Injury\"])),\n",
    "].plot(\n",
    "    ax=ax,\n",
    "    column=\"severity\",\n",
    "    categorical=True,\n",
    "    markersize=30,\n",
    "    alpha=0.5,\n",
    "    cmap = \"flag\"\n",
    ")\n",
    "# x and y range in crash_geodf\n",
    "xmin = crash_geodf2.geometry.x.min()\n",
    "xmax = crash_geodf2.geometry.x.max()\n",
    "ymin = crash_geodf2.geometry.y.min()\n",
    "ymax = crash_geodf2.geometry.y.max()\n",
    "ax.set_xlim(xmin, xmax)\n",
    "ax.set_ylim(ymin, ymax)\n",
    "\n",
    "ctx.add_basemap(ax, crs=\"EPSG:26986\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "\n",
    "# Create a new dataframe for crashes from 2010 and with relevant 'severity' levels\n",
    "filtered_crashes = randolph_ave_crashes.loc[\n",
    "    (randolph_ave_crashes.year >= 2010)\n",
    "]\n",
    "\n",
    "# Convert geometry points to a NumPy array (needed for scikit-learn)\n",
    "coords = filtered_crashes.geometry.apply(lambda p: [p.x, p.y]).to_list()\n",
    "coords = np.array(coords)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "min(coords[:,0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from scipy.spatial import KDTree\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Example coords array; replace with your actual data\n",
    "# coords = np.array([[x1, y1], [x2, y2], ...])\n",
    "\n",
    "# Create a KDTree for efficient nearest neighbor search\n",
    "kdtree = KDTree(coords)\n",
    "\n",
    "# Define your curve parameterization here\n",
    "# For example, let's assume a simple linear parameterization along the x-axis:\n",
    "curve_y = np.linspace(min(coords[:,1]), max(coords[:,1]), 100)  # 100 equidistant points\n",
    "\n",
    "# Initialize an array to hold counts of nearest points to each interval center\n",
    "counts = np.zeros(curve.shape)\n",
    "\n",
    "# Calculate the nearest crash point for each point along the curve\n",
    "for i, x in enumerate(curve):\n",
    "    # Query the KDTree for the nearest point\n",
    "    distance, index = kdtree.query([x, 0])  # replace 0 with the corresponding y value on the curve\n",
    "    # Increment the count for the nearest point\n",
    "    counts[i] += 1\n",
    "\n",
    "# Now 'counts' contains the number of times each point along the curve was the nearest point to a crash\n",
    "\n",
    "# To visualize, let's plot the curve and color it based on 'counts'\n",
    "plt.scatter(curve, np.zeros(curve.shape), c=counts, cmap='hot')\n",
    "plt.colorbar(label='Number of nearest crashes')\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from shapely.ops import linemerge\n",
    "\n",
    "# Combine the LineStrings into a single MultiLineString\n",
    "multi_line = linemerge(randolph_ave.geometry.tolist())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Number of points you want along the curve\n",
    "num_points = 100\n",
    "\n",
    "# Calculate the length of the merged line\n",
    "line_length = multi_line.length\n",
    "\n",
    "# Calculate equally spaced distances along the line\n",
    "distances = np.linspace(0, line_length, num_points)\n",
    "\n",
    "# Create a list to hold the equally spaced points\n",
    "equally_spaced_points = []\n",
    "\n",
    "for distance in distances:\n",
    "    # Use the `interpolate` method to find the point at each distance\n",
    "    point = multi_line.interpolate(distance)\n",
    "    equally_spaced_points.append(point)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "equally_spaced_points"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from scipy.spatial import KDTree\n",
    "import numpy as np\n",
    "\n",
    "# Create a KDTree from the equally spaced points\n",
    "equally_spaced_coords = [(point.x, point.y) for point in equally_spaced_points]\n",
    "kdtree = KDTree(equally_spaced_coords)\n",
    "\n",
    "# Initialize an array to hold counts of nearest road points for each crash\n",
    "counts = np.zeros(len(equally_spaced_points))\n",
    "\n",
    "# Query KDTree for each crash point\n",
    "crash_coords = filtered_crashes.geometry.apply(lambda p: (p.x, p.y)).tolist()\n",
    "for coord in crash_coords:\n",
    "    distance, index = kdtree.query(coord)\n",
    "    counts[index] += 1\n",
    "\n",
    "# Now 'counts' contains the number of times each equally spaced point along the road\n",
    "# is the nearest point to a crash.\n",
    "\n",
    "# You can visualize this data as needed.\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "counts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "np.log10(counts+1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Scatter plot coords on a map, with markersize scaled by counts\n",
    "fig, ax = plt.subplots(1, figsize=(20,20))\n",
    "ax.scatter(\n",
    "    x=[p.x for p in equally_spaced_points],\n",
    "    y=[p.y for p in equally_spaced_points],\n",
    "    s=np.log(counts+1)*30,\n",
    "    alpha=0.5,\n",
    "    color=\"red\",\n",
    ")\n",
    "# Set equal aspect ratio\n",
    "ax.set_aspect('equal', 'box')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "index"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "crash_geodf['crash_time'] = pd.to_datetime(crash_geodf['Crash Date'] + \" \" + crash_geodf['Crash Time'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "crash_geodf.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "roads_df = gpd.read_file(\"../data/raw/MassDOT_Roads_SHP/EOTMAJROADS_RTE_MAJOR.shp\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "ax = roads_df[roads_df.RT_NUMBER==\"28\"].plot()\n",
    "ctx.add_basemap(ax, crs=\"EPSG:26986\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "rt28 = roads_df[roads_df.RT_NUMBER==\"28\"]\n",
    "milton_rt_28 = gpd.clip(rt28, milton_boundaries)\n",
    "ax = milton_rt_28.plot()\n",
    "ctx.add_basemap(ax, crs=\"EPSG:26986\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_nearest_major_road = gpd.sjoin_nearest(crash_geodf, roads_df, how=\"left\", distance_col=\"distance_to_major_road\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_nearest_major_road.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "rt_28_crashes = df_nearest_major_road[(df_nearest_major_road.RT_NUMBER==\"28\") & (df_nearest_major_road.distance_to_major_road < 10.0)]\n",
    "rt_28_crashes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "ax = rt_28_crashes.plot(column=\"severity\")\n",
    "ctx.add_basemap(ax, crs=\"EPSG:26986\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "rt_28_crashes['month_year'] = rt_28_crashes['crash_time'].dt.to_period('M')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = rt_28_crashes.groupby([\"month_year\", \"severity\"])['RMV Crash Number'].count().reset_index()\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#df.columns\n",
    "accidents_over_time = df.pivot(index='month_year', columns='severity', values='RMV Crash Number').fillna(0)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "accidents_over_time.plot.area()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "milton_roads_df = gpd.read_file(\"../data/raw/MassDOT_Roads_SHP/EOTROADS_ARC.shp\", mask=milton_boundaries)\n",
    "ax = milton_roads_df.plot()\n",
    "ctx.add_basemap(ax,crs=\"EPSG:26986\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "milton_roads_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "chickatawbut_road = milton_roads_df[milton_roads_df.STREETNAME==\"CHICKATAWBUT ROAD\"].dissolve()\n",
    "chickatawbut_road.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "chickatawbut_road.dissolve().plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "randolph_ave = milton_roads_df[milton_roads_df.STREETNAME==\"RANDOLPH AVENUE\"].dissolve()\n",
    "randolph_ave.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "pd.concat([randolph_ave, chickatawbut_road]).plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "randolph_chickatawbut_intsct = randolph_ave.geometry.intersection(chickatawbut_road.geometry).buffer(50)\n",
    "ax = pd.concat([randolph_ave, chickatawbut_road]).plot()\n",
    "ax = randolph_chickatawbut_intsct.plot(ax=ax)\n",
    "ctx.add_basemap(ax, crs=\"EPSG:26986\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "ax = randolph_chickatawbut_intsct.plot()\n",
    "ctx.add_basemap(ax, crs=\"EPSG:26986\", zoom=12)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "randolph_chickatawbut_intsct"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "193.18/647"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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