Task 5.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "ff058fb0",
   "metadata": {},
   "source": [
    "# TASK 5 "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "52ba38f0",
   "metadata": {},
   "source": [
    "Analyze traffic accident data to identify patterns related to road conditions, \n",
    "weather, and time of day. Visualize accident hotspots and contributing factors."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ae4b2afb",
   "metadata": {},
   "source": [
    "# Importing required libraries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "3fb62db1",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "A module that was compiled using NumPy 1.x cannot be run in\n",
      "NumPy 2.1.1 as it may crash. To support both 1.x and 2.x\n",
      "versions of NumPy, modules must be compiled with NumPy 2.0.\n",
      "Some module may need to rebuild instead e.g. with 'pybind11>=2.12'.\n",
      "\n",
      "If you are a user of the module, the easiest solution will be to\n",
      "downgrade to 'numpy<2' or try to upgrade the affected module.\n",
      "We expect that some modules will need time to support NumPy 2.\n",
      "\n",
      "Traceback (most recent call last):  File \"<frozen runpy>\", line 198, in _run_module_as_main\n",
      "  File \"<frozen runpy>\", line 88, in _run_code\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel_launcher.py\", line 17, in <module>\n",
      "    app.launch_new_instance()\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\traitlets\\config\\application.py\", line 1043, in launch_instance\n",
      "    app.start()\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\kernelapp.py\", line 725, in start\n",
      "    self.io_loop.start()\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\tornado\\platform\\asyncio.py\", line 215, in start\n",
      "    self.asyncio_loop.run_forever()\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\asyncio\\base_events.py\", line 607, in run_forever\n",
      "    self._run_once()\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\asyncio\\base_events.py\", line 1922, in _run_once\n",
      "    handle._run()\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\asyncio\\events.py\", line 80, in _run\n",
      "    self._context.run(self._callback, *self._args)\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\kernelbase.py\", line 513, in dispatch_queue\n",
      "    await self.process_one()\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\kernelbase.py\", line 502, in process_one\n",
      "    await dispatch(*args)\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\kernelbase.py\", line 409, in dispatch_shell\n",
      "    await result\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\kernelbase.py\", line 729, in execute_request\n",
      "    reply_content = await reply_content\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\ipkernel.py\", line 422, in do_execute\n",
      "    res = shell.run_cell(\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\zmqshell.py\", line 540, in run_cell\n",
      "    return super().run_cell(*args, **kwargs)\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\IPython\\core\\interactiveshell.py\", line 2961, in run_cell\n",
      "    result = self._run_cell(\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\IPython\\core\\interactiveshell.py\", line 3016, in _run_cell\n",
      "    result = runner(coro)\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\IPython\\core\\async_helpers.py\", line 129, in _pseudo_sync_runner\n",
      "    coro.send(None)\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\IPython\\core\\interactiveshell.py\", line 3221, in run_cell_async\n",
      "    has_raised = await self.run_ast_nodes(code_ast.body, cell_name,\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\IPython\\core\\interactiveshell.py\", line 3400, in run_ast_nodes\n",
      "    if await self.run_code(code, result, async_=asy):\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\IPython\\core\\interactiveshell.py\", line 3460, in run_code\n",
      "    exec(code_obj, self.user_global_ns, self.user_ns)\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Local\\Temp\\ipykernel_3884\\995914207.py\", line 1, in <module>\n",
      "    import pandas as pd\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pandas\\__init__.py\", line 39, in <module>\n",
      "    from pandas.compat import (\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pandas\\compat\\__init__.py\", line 27, in <module>\n",
      "    from pandas.compat.pyarrow import (\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pandas\\compat\\pyarrow.py\", line 8, in <module>\n",
      "    import pyarrow as pa\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pyarrow\\__init__.py\", line 65, in <module>\n",
      "    import pyarrow.lib as _lib\n"
     ]
    },
    {
     "ename": "AttributeError",
     "evalue": "_ARRAY_API not found",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[1;31mAttributeError\u001b[0m: _ARRAY_API not found"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "A module that was compiled using NumPy 1.x cannot be run in\n",
      "NumPy 2.1.1 as it may crash. To support both 1.x and 2.x\n",
      "versions of NumPy, modules must be compiled with NumPy 2.0.\n",
      "Some module may need to rebuild instead e.g. with 'pybind11>=2.12'.\n",
      "\n",
      "If you are a user of the module, the easiest solution will be to\n",
      "downgrade to 'numpy<2' or try to upgrade the affected module.\n",
      "We expect that some modules will need time to support NumPy 2.\n",
      "\n",
      "Traceback (most recent call last):  File \"<frozen runpy>\", line 198, in _run_module_as_main\n",
      "  File \"<frozen runpy>\", line 88, in _run_code\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel_launcher.py\", line 17, in <module>\n",
      "    app.launch_new_instance()\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\traitlets\\config\\application.py\", line 1043, in launch_instance\n",
      "    app.start()\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\kernelapp.py\", line 725, in start\n",
      "    self.io_loop.start()\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\tornado\\platform\\asyncio.py\", line 215, in start\n",
      "    self.asyncio_loop.run_forever()\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\asyncio\\base_events.py\", line 607, in run_forever\n",
      "    self._run_once()\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\asyncio\\base_events.py\", line 1922, in _run_once\n",
      "    handle._run()\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\asyncio\\events.py\", line 80, in _run\n",
      "    self._context.run(self._callback, *self._args)\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\kernelbase.py\", line 513, in dispatch_queue\n",
      "    await self.process_one()\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\kernelbase.py\", line 502, in process_one\n",
      "    await dispatch(*args)\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\kernelbase.py\", line 409, in dispatch_shell\n",
      "    await result\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\kernelbase.py\", line 729, in execute_request\n",
      "    reply_content = await reply_content\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\ipkernel.py\", line 422, in do_execute\n",
      "    res = shell.run_cell(\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\zmqshell.py\", line 540, in run_cell\n",
      "    return super().run_cell(*args, **kwargs)\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\IPython\\core\\interactiveshell.py\", line 2961, in run_cell\n",
      "    result = self._run_cell(\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\IPython\\core\\interactiveshell.py\", line 3016, in _run_cell\n",
      "    result = runner(coro)\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\IPython\\core\\async_helpers.py\", line 129, in _pseudo_sync_runner\n",
      "    coro.send(None)\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\IPython\\core\\interactiveshell.py\", line 3221, in run_cell_async\n",
      "    has_raised = await self.run_ast_nodes(code_ast.body, cell_name,\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\IPython\\core\\interactiveshell.py\", line 3400, in run_ast_nodes\n",
      "    if await self.run_code(code, result, async_=asy):\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\IPython\\core\\interactiveshell.py\", line 3460, in run_code\n",
      "    exec(code_obj, self.user_global_ns, self.user_ns)\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Local\\Temp\\ipykernel_3884\\995914207.py\", line 1, in <module>\n",
      "    import pandas as pd\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pandas\\__init__.py\", line 62, in <module>\n",
      "    from pandas.core.api import (\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pandas\\core\\api.py\", line 9, in <module>\n",
      "    from pandas.core.dtypes.dtypes import (\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pandas\\core\\dtypes\\dtypes.py\", line 24, in <module>\n",
      "    from pandas._libs import (\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pyarrow\\__init__.py\", line 65, in <module>\n",
      "    import pyarrow.lib as _lib\n"
     ]
    },
    {
     "ename": "AttributeError",
     "evalue": "_ARRAY_API not found",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[1;31mAttributeError\u001b[0m: _ARRAY_API not found"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "A module that was compiled using NumPy 1.x cannot be run in\n",
      "NumPy 2.1.1 as it may crash. To support both 1.x and 2.x\n",
      "versions of NumPy, modules must be compiled with NumPy 2.0.\n",
      "Some module may need to rebuild instead e.g. with 'pybind11>=2.12'.\n",
      "\n",
      "If you are a user of the module, the easiest solution will be to\n",
      "downgrade to 'numpy<2' or try to upgrade the affected module.\n",
      "We expect that some modules will need time to support NumPy 2.\n",
      "\n",
      "Traceback (most recent call last):  File \"<frozen runpy>\", line 198, in _run_module_as_main\n",
      "  File \"<frozen runpy>\", line 88, in _run_code\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel_launcher.py\", line 17, in <module>\n",
      "    app.launch_new_instance()\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\traitlets\\config\\application.py\", line 1043, in launch_instance\n",
      "    app.start()\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\kernelapp.py\", line 725, in start\n",
      "    self.io_loop.start()\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\tornado\\platform\\asyncio.py\", line 215, in start\n",
      "    self.asyncio_loop.run_forever()\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\asyncio\\base_events.py\", line 607, in run_forever\n",
      "    self._run_once()\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\asyncio\\base_events.py\", line 1922, in _run_once\n",
      "    handle._run()\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\asyncio\\events.py\", line 80, in _run\n",
      "    self._context.run(self._callback, *self._args)\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\kernelbase.py\", line 513, in dispatch_queue\n",
      "    await self.process_one()\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\kernelbase.py\", line 502, in process_one\n",
      "    await dispatch(*args)\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\kernelbase.py\", line 409, in dispatch_shell\n",
      "    await result\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\kernelbase.py\", line 729, in execute_request\n",
      "    reply_content = await reply_content\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\ipkernel.py\", line 422, in do_execute\n",
      "    res = shell.run_cell(\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\zmqshell.py\", line 540, in run_cell\n",
      "    return super().run_cell(*args, **kwargs)\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\IPython\\core\\interactiveshell.py\", line 2961, in run_cell\n",
      "    result = self._run_cell(\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\IPython\\core\\interactiveshell.py\", line 3016, in _run_cell\n",
      "    result = runner(coro)\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\IPython\\core\\async_helpers.py\", line 129, in _pseudo_sync_runner\n",
      "    coro.send(None)\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\IPython\\core\\interactiveshell.py\", line 3221, in run_cell_async\n",
      "    has_raised = await self.run_ast_nodes(code_ast.body, cell_name,\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\IPython\\core\\interactiveshell.py\", line 3400, in run_ast_nodes\n",
      "    if await self.run_code(code, result, async_=asy):\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\IPython\\core\\interactiveshell.py\", line 3460, in run_code\n",
      "    exec(code_obj, self.user_global_ns, self.user_ns)\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Local\\Temp\\ipykernel_3884\\995914207.py\", line 1, in <module>\n",
      "    import pandas as pd\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pandas\\__init__.py\", line 62, in <module>\n",
      "    from pandas.core.api import (\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pandas\\core\\api.py\", line 28, in <module>\n",
      "    from pandas.core.arrays import Categorical\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pandas\\core\\arrays\\__init__.py\", line 1, in <module>\n",
      "    from pandas.core.arrays.arrow import ArrowExtensionArray\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pandas\\core\\arrays\\arrow\\__init__.py\", line 5, in <module>\n",
      "    from pandas.core.arrays.arrow.array import ArrowExtensionArray\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pandas\\core\\arrays\\arrow\\array.py\", line 50, in <module>\n",
      "    from pandas.core import (\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pandas\\core\\ops\\__init__.py\", line 8, in <module>\n",
      "    from pandas.core.ops.array_ops import (\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pandas\\core\\ops\\array_ops.py\", line 56, in <module>\n",
      "    from pandas.core.computation import expressions\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pandas\\core\\computation\\expressions.py\", line 21, in <module>\n",
      "    from pandas.core.computation.check import NUMEXPR_INSTALLED\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pandas\\core\\computation\\check.py\", line 5, in <module>\n",
      "    ne = import_optional_dependency(\"numexpr\", errors=\"warn\")\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pandas\\compat\\_optional.py\", line 135, in import_optional_dependency\n",
      "    module = importlib.import_module(name)\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\importlib\\__init__.py\", line 126, in import_module\n",
      "    return _bootstrap._gcd_import(name[level:], package, level)\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\numexpr\\__init__.py\", line 24, in <module>\n",
      "    from numexpr.interpreter import MAX_THREADS, use_vml, __BLOCK_SIZE1__\n"
     ]
    },
    {
     "ename": "AttributeError",
     "evalue": "_ARRAY_API not found",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[1;31mAttributeError\u001b[0m: _ARRAY_API not found"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "A module that was compiled using NumPy 1.x cannot be run in\n",
      "NumPy 2.1.1 as it may crash. To support both 1.x and 2.x\n",
      "versions of NumPy, modules must be compiled with NumPy 2.0.\n",
      "Some module may need to rebuild instead e.g. with 'pybind11>=2.12'.\n",
      "\n",
      "If you are a user of the module, the easiest solution will be to\n",
      "downgrade to 'numpy<2' or try to upgrade the affected module.\n",
      "We expect that some modules will need time to support NumPy 2.\n",
      "\n",
      "Traceback (most recent call last):  File \"<frozen runpy>\", line 198, in _run_module_as_main\n",
      "  File \"<frozen runpy>\", line 88, in _run_code\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel_launcher.py\", line 17, in <module>\n",
      "    app.launch_new_instance()\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\traitlets\\config\\application.py\", line 1043, in launch_instance\n",
      "    app.start()\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\kernelapp.py\", line 725, in start\n",
      "    self.io_loop.start()\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\tornado\\platform\\asyncio.py\", line 215, in start\n",
      "    self.asyncio_loop.run_forever()\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\asyncio\\base_events.py\", line 607, in run_forever\n",
      "    self._run_once()\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\asyncio\\base_events.py\", line 1922, in _run_once\n",
      "    handle._run()\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\asyncio\\events.py\", line 80, in _run\n",
      "    self._context.run(self._callback, *self._args)\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\kernelbase.py\", line 513, in dispatch_queue\n",
      "    await self.process_one()\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\kernelbase.py\", line 502, in process_one\n",
      "    await dispatch(*args)\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\kernelbase.py\", line 409, in dispatch_shell\n",
      "    await result\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\kernelbase.py\", line 729, in execute_request\n",
      "    reply_content = await reply_content\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\ipkernel.py\", line 422, in do_execute\n",
      "    res = shell.run_cell(\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\ipykernel\\zmqshell.py\", line 540, in run_cell\n",
      "    return super().run_cell(*args, **kwargs)\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\IPython\\core\\interactiveshell.py\", line 2961, in run_cell\n",
      "    result = self._run_cell(\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\IPython\\core\\interactiveshell.py\", line 3016, in _run_cell\n",
      "    result = runner(coro)\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\IPython\\core\\async_helpers.py\", line 129, in _pseudo_sync_runner\n",
      "    coro.send(None)\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\IPython\\core\\interactiveshell.py\", line 3221, in run_cell_async\n",
      "    has_raised = await self.run_ast_nodes(code_ast.body, cell_name,\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\IPython\\core\\interactiveshell.py\", line 3400, in run_ast_nodes\n",
      "    if await self.run_code(code, result, async_=asy):\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Roaming\\Python\\Python311\\site-packages\\IPython\\core\\interactiveshell.py\", line 3460, in run_code\n",
      "    exec(code_obj, self.user_global_ns, self.user_ns)\n",
      "  File \"C:\\Users\\Ashish\\AppData\\Local\\Temp\\ipykernel_3884\\995914207.py\", line 1, in <module>\n",
      "    import pandas as pd\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pandas\\__init__.py\", line 62, in <module>\n",
      "    from pandas.core.api import (\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pandas\\core\\api.py\", line 28, in <module>\n",
      "    from pandas.core.arrays import Categorical\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pandas\\core\\arrays\\__init__.py\", line 1, in <module>\n",
      "    from pandas.core.arrays.arrow import ArrowExtensionArray\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pandas\\core\\arrays\\arrow\\__init__.py\", line 5, in <module>\n",
      "    from pandas.core.arrays.arrow.array import ArrowExtensionArray\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pandas\\core\\arrays\\arrow\\array.py\", line 64, in <module>\n",
      "    from pandas.core.arrays.masked import BaseMaskedArray\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pandas\\core\\arrays\\masked.py\", line 60, in <module>\n",
      "    from pandas.core import (\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pandas\\core\\nanops.py\", line 52, in <module>\n",
      "    bn = import_optional_dependency(\"bottleneck\", errors=\"warn\")\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\pandas\\compat\\_optional.py\", line 135, in import_optional_dependency\n",
      "    module = importlib.import_module(name)\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\importlib\\__init__.py\", line 126, in import_module\n",
      "    return _bootstrap._gcd_import(name[level:], package, level)\n",
      "  File \"C:\\Users\\Ashish\\anaconda3\\Lib\\site-packages\\bottleneck\\__init__.py\", line 7, in <module>\n",
      "    from .move import (move_argmax, move_argmin, move_max, move_mean, move_median,\n"
     ]
    },
    {
     "ename": "AttributeError",
     "evalue": "_ARRAY_API not found",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[1;31mAttributeError\u001b[0m: _ARRAY_API not found"
     ]
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as mpl\n",
    "import seaborn as sb"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "3aa9ef06",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: numpy in c:\\users\\ashish\\anaconda3\\lib\\site-packages (2.1.1)\n",
      "Requirement already satisfied: pandas in c:\\users\\ashish\\anaconda3\\lib\\site-packages (2.2.3)\n",
      "Requirement already satisfied: numpy>=1.23.2 in c:\\users\\ashish\\anaconda3\\lib\\site-packages (from pandas) (2.1.1)\n",
      "Requirement already satisfied: python-dateutil>=2.8.2 in c:\\users\\ashish\\appdata\\roaming\\python\\python311\\site-packages (from pandas) (2.8.2)\n",
      "Requirement already satisfied: pytz>=2020.1 in c:\\users\\ashish\\anaconda3\\lib\\site-packages (from pandas) (2022.1)\n",
      "Requirement already satisfied: tzdata>=2022.7 in c:\\users\\ashish\\anaconda3\\lib\\site-packages (from pandas) (2024.1)\n",
      "Requirement already satisfied: six>=1.5 in c:\\users\\ashish\\appdata\\roaming\\python\\python311\\site-packages (from python-dateutil>=2.8.2->pandas) (1.16.0)\n",
      "Requirement already satisfied: scipy in c:\\users\\ashish\\anaconda3\\lib\\site-packages (1.14.1)\n",
      "Requirement already satisfied: numpy<2.3,>=1.23.5 in c:\\users\\ashish\\anaconda3\\lib\\site-packages (from scipy) (2.1.1)\n",
      "Requirement already satisfied: matplotlib in c:\\users\\ashish\\anaconda3\\lib\\site-packages (3.9.2)\n",
      "Requirement already satisfied: contourpy>=1.0.1 in c:\\users\\ashish\\anaconda3\\lib\\site-packages (from matplotlib) (1.0.5)\n",
      "Requirement already satisfied: cycler>=0.10 in c:\\users\\ashish\\anaconda3\\lib\\site-packages (from matplotlib) (0.11.0)\n",
      "Requirement already satisfied: fonttools>=4.22.0 in c:\\users\\ashish\\anaconda3\\lib\\site-packages (from matplotlib) (4.25.0)\n",
      "Requirement already satisfied: kiwisolver>=1.3.1 in c:\\users\\ashish\\anaconda3\\lib\\site-packages (from matplotlib) (1.4.4)\n",
      "Requirement already satisfied: numpy>=1.23 in c:\\users\\ashish\\anaconda3\\lib\\site-packages (from matplotlib) (2.1.1)\n",
      "Requirement already satisfied: packaging>=20.0 in c:\\users\\ashish\\appdata\\roaming\\python\\python311\\site-packages (from matplotlib) (23.0)\n",
      "Requirement already satisfied: pillow>=8 in c:\\users\\ashish\\anaconda3\\lib\\site-packages (from matplotlib) (9.2.0)\n",
      "Requirement already satisfied: pyparsing>=2.3.1 in c:\\users\\ashish\\anaconda3\\lib\\site-packages (from matplotlib) (3.0.9)\n",
      "Requirement already satisfied: python-dateutil>=2.7 in c:\\users\\ashish\\appdata\\roaming\\python\\python311\\site-packages (from matplotlib) (2.8.2)\n",
      "Requirement already satisfied: six>=1.5 in c:\\users\\ashish\\appdata\\roaming\\python\\python311\\site-packages (from python-dateutil>=2.7->matplotlib) (1.16.0)\n"
     ]
    }
   ],
   "source": [
    "!pip install --upgrade numpy\n",
    "!pip install --upgrade pandas\n",
    "!pip install --upgrade scipy\n",
    "!pip install --upgrade matplotlib"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b5213d61",
   "metadata": {},
   "source": [
    "#  1 Data loading and Cleaning "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "0f9eac50",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_Months_data = pd.read_csv(\"Months_data.csv\")\n",
    "# loading  the data "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "b6f3a15f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\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>States and Union Territories</th>\n",
       "      <th>Year</th>\n",
       "      <th>January</th>\n",
       "      <th>February</th>\n",
       "      <th>March</th>\n",
       "      <th>April</th>\n",
       "      <th>May</th>\n",
       "      <th>June</th>\n",
       "      <th>July</th>\n",
       "      <th>August</th>\n",
       "      <th>September</th>\n",
       "      <th>October</th>\n",
       "      <th>November</th>\n",
       "      <th>December</th>\n",
       "      <th>Total  Accidents</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>A &amp; N Islands</td>\n",
       "      <td>2001</td>\n",
       "      <td>8</td>\n",
       "      <td>23</td>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>14</td>\n",
       "      <td>19</td>\n",
       "      <td>14</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>12</td>\n",
       "      <td>13</td>\n",
       "      <td>22</td>\n",
       "      <td>181</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>A &amp; N Islands</td>\n",
       "      <td>2002</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>14</td>\n",
       "      <td>16</td>\n",
       "      <td>10</td>\n",
       "      <td>7</td>\n",
       "      <td>16</td>\n",
       "      <td>11</td>\n",
       "      <td>23</td>\n",
       "      <td>21</td>\n",
       "      <td>11</td>\n",
       "      <td>17</td>\n",
       "      <td>168</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>A &amp; N Islands</td>\n",
       "      <td>2003</td>\n",
       "      <td>19</td>\n",
       "      <td>13</td>\n",
       "      <td>15</td>\n",
       "      <td>13</td>\n",
       "      <td>13</td>\n",
       "      <td>12</td>\n",
       "      <td>8</td>\n",
       "      <td>16</td>\n",
       "      <td>17</td>\n",
       "      <td>25</td>\n",
       "      <td>14</td>\n",
       "      <td>15</td>\n",
       "      <td>180</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>A &amp; N Islands</td>\n",
       "      <td>2004</td>\n",
       "      <td>21</td>\n",
       "      <td>14</td>\n",
       "      <td>22</td>\n",
       "      <td>17</td>\n",
       "      <td>13</td>\n",
       "      <td>18</td>\n",
       "      <td>16</td>\n",
       "      <td>19</td>\n",
       "      <td>16</td>\n",
       "      <td>20</td>\n",
       "      <td>15</td>\n",
       "      <td>24</td>\n",
       "      <td>215</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>A &amp; N Islands</td>\n",
       "      <td>2005</td>\n",
       "      <td>19</td>\n",
       "      <td>21</td>\n",
       "      <td>22</td>\n",
       "      <td>17</td>\n",
       "      <td>13</td>\n",
       "      <td>19</td>\n",
       "      <td>21</td>\n",
       "      <td>14</td>\n",
       "      <td>15</td>\n",
       "      <td>19</td>\n",
       "      <td>10</td>\n",
       "      <td>16</td>\n",
       "      <td>206</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>A &amp; N Islands</td>\n",
       "      <td>2006</td>\n",
       "      <td>21</td>\n",
       "      <td>13</td>\n",
       "      <td>4</td>\n",
       "      <td>22</td>\n",
       "      <td>9</td>\n",
       "      <td>14</td>\n",
       "      <td>12</td>\n",
       "      <td>14</td>\n",
       "      <td>8</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>18</td>\n",
       "      <td>155</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>A &amp; N Islands</td>\n",
       "      <td>2007</td>\n",
       "      <td>17</td>\n",
       "      <td>16</td>\n",
       "      <td>12</td>\n",
       "      <td>22</td>\n",
       "      <td>12</td>\n",
       "      <td>14</td>\n",
       "      <td>8</td>\n",
       "      <td>10</td>\n",
       "      <td>11</td>\n",
       "      <td>7</td>\n",
       "      <td>11</td>\n",
       "      <td>12</td>\n",
       "      <td>152</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>A &amp; N Islands</td>\n",
       "      <td>2008</td>\n",
       "      <td>17</td>\n",
       "      <td>22</td>\n",
       "      <td>15</td>\n",
       "      <td>16</td>\n",
       "      <td>15</td>\n",
       "      <td>17</td>\n",
       "      <td>13</td>\n",
       "      <td>11</td>\n",
       "      <td>13</td>\n",
       "      <td>17</td>\n",
       "      <td>11</td>\n",
       "      <td>24</td>\n",
       "      <td>191</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>A &amp; N Islands</td>\n",
       "      <td>2009</td>\n",
       "      <td>16</td>\n",
       "      <td>23</td>\n",
       "      <td>23</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>19</td>\n",
       "      <td>24</td>\n",
       "      <td>25</td>\n",
       "      <td>31</td>\n",
       "      <td>22</td>\n",
       "      <td>20</td>\n",
       "      <td>26</td>\n",
       "      <td>271</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>A &amp; N Islands</td>\n",
       "      <td>2010</td>\n",
       "      <td>16</td>\n",
       "      <td>30</td>\n",
       "      <td>28</td>\n",
       "      <td>15</td>\n",
       "      <td>29</td>\n",
       "      <td>24</td>\n",
       "      <td>22</td>\n",
       "      <td>18</td>\n",
       "      <td>25</td>\n",
       "      <td>30</td>\n",
       "      <td>27</td>\n",
       "      <td>21</td>\n",
       "      <td>285</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  States and Union Territories  Year  January  February  March  April  May  \\\n",
       "0                A & N Islands  2001        8        23     15     15   14   \n",
       "1                A & N Islands  2002       12        10     14     16   10   \n",
       "2                A & N Islands  2003       19        13     15     13   13   \n",
       "3                A & N Islands  2004       21        14     22     17   13   \n",
       "4                A & N Islands  2005       19        21     22     17   13   \n",
       "5                A & N Islands  2006       21        13      4     22    9   \n",
       "6                A & N Islands  2007       17        16     12     22   12   \n",
       "7                A & N Islands  2008       17        22     15     16   15   \n",
       "8                A & N Islands  2009       16        23     23     21   21   \n",
       "9                A & N Islands  2010       16        30     28     15   29   \n",
       "\n",
       "   June  July  August  September   October  November  December  \\\n",
       "0    19    14      19           7       12        13        22   \n",
       "1     7    16      11          23       21        11        17   \n",
       "2    12     8      16          17       25        14        15   \n",
       "3    18    16      19          16       20        15        24   \n",
       "4    19    21      14          15       19        10        16   \n",
       "5    14    12      14           8       14         6        18   \n",
       "6    14     8      10          11        7        11        12   \n",
       "7    17    13      11          13       17        11        24   \n",
       "8    19    24      25          31       22        20        26   \n",
       "9    24    22      18          25       30        27        21   \n",
       "\n",
       "   Total  Accidents   \n",
       "0                181  \n",
       "1                168  \n",
       "2                180  \n",
       "3                215  \n",
       "4                206  \n",
       "5                155  \n",
       "6                152  \n",
       "7                191  \n",
       "8                271  \n",
       "9                285  "
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_Months_data.head(10)\n",
    "#checking the first 10 lines of data for getting the overview of data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "f9d0111f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>January</th>\n",
       "      <th>February</th>\n",
       "      <th>March</th>\n",
       "      <th>April</th>\n",
       "      <th>May</th>\n",
       "      <th>June</th>\n",
       "      <th>July</th>\n",
       "      <th>August</th>\n",
       "      <th>September</th>\n",
       "      <th>October</th>\n",
       "      <th>November</th>\n",
       "      <th>December</th>\n",
       "      <th>Total  Accidents</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>490.000000</td>\n",
       "      <td>490.000000</td>\n",
       "      <td>490.000000</td>\n",
       "      <td>490.000000</td>\n",
       "      <td>490.000000</td>\n",
       "      <td>490.000000</td>\n",
       "      <td>490.000000</td>\n",
       "      <td>490.000000</td>\n",
       "      <td>490.000000</td>\n",
       "      <td>490.000000</td>\n",
       "      <td>490.000000</td>\n",
       "      <td>490.000000</td>\n",
       "      <td>490.000000</td>\n",
       "      <td>490.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>2007.500000</td>\n",
       "      <td>985.140816</td>\n",
       "      <td>937.289796</td>\n",
       "      <td>992.124490</td>\n",
       "      <td>978.904082</td>\n",
       "      <td>1064.414286</td>\n",
       "      <td>966.477551</td>\n",
       "      <td>898.495918</td>\n",
       "      <td>894.593878</td>\n",
       "      <td>888.371429</td>\n",
       "      <td>928.491837</td>\n",
       "      <td>933.044898</td>\n",
       "      <td>967.153061</td>\n",
       "      <td>11434.502041</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>4.035249</td>\n",
       "      <td>1403.961467</td>\n",
       "      <td>1326.928970</td>\n",
       "      <td>1403.445117</td>\n",
       "      <td>1397.371515</td>\n",
       "      <td>1508.166230</td>\n",
       "      <td>1345.067531</td>\n",
       "      <td>1245.805847</td>\n",
       "      <td>1263.668002</td>\n",
       "      <td>1250.579984</td>\n",
       "      <td>1274.226151</td>\n",
       "      <td>1269.391981</td>\n",
       "      <td>1337.868111</td>\n",
       "      <td>15948.689470</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>2001.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>2004.000000</td>\n",
       "      <td>31.000000</td>\n",
       "      <td>30.000000</td>\n",
       "      <td>32.250000</td>\n",
       "      <td>25.250000</td>\n",
       "      <td>32.250000</td>\n",
       "      <td>28.000000</td>\n",
       "      <td>28.250000</td>\n",
       "      <td>28.500000</td>\n",
       "      <td>27.750000</td>\n",
       "      <td>30.250000</td>\n",
       "      <td>28.250000</td>\n",
       "      <td>30.000000</td>\n",
       "      <td>357.750000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>2007.500000</td>\n",
       "      <td>329.500000</td>\n",
       "      <td>348.500000</td>\n",
       "      <td>369.000000</td>\n",
       "      <td>350.000000</td>\n",
       "      <td>387.500000</td>\n",
       "      <td>342.500000</td>\n",
       "      <td>308.000000</td>\n",
       "      <td>313.000000</td>\n",
       "      <td>311.500000</td>\n",
       "      <td>311.500000</td>\n",
       "      <td>331.000000</td>\n",
       "      <td>347.500000</td>\n",
       "      <td>4174.500000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>2011.000000</td>\n",
       "      <td>1513.500000</td>\n",
       "      <td>1394.250000</td>\n",
       "      <td>1381.000000</td>\n",
       "      <td>1356.250000</td>\n",
       "      <td>1464.000000</td>\n",
       "      <td>1384.000000</td>\n",
       "      <td>1301.500000</td>\n",
       "      <td>1222.250000</td>\n",
       "      <td>1227.500000</td>\n",
       "      <td>1287.000000</td>\n",
       "      <td>1246.500000</td>\n",
       "      <td>1365.250000</td>\n",
       "      <td>16463.500000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>2014.000000</td>\n",
       "      <td>9062.000000</td>\n",
       "      <td>8705.000000</td>\n",
       "      <td>9205.000000</td>\n",
       "      <td>9006.000000</td>\n",
       "      <td>9330.000000</td>\n",
       "      <td>5915.000000</td>\n",
       "      <td>5719.000000</td>\n",
       "      <td>5936.000000</td>\n",
       "      <td>5777.000000</td>\n",
       "      <td>5516.000000</td>\n",
       "      <td>5367.000000</td>\n",
       "      <td>5562.000000</td>\n",
       "      <td>75480.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              Year      January     February        March        April  \\\n",
       "count   490.000000   490.000000   490.000000   490.000000   490.000000   \n",
       "mean   2007.500000   985.140816   937.289796   992.124490   978.904082   \n",
       "std       4.035249  1403.961467  1326.928970  1403.445117  1397.371515   \n",
       "min    2001.000000     0.000000     0.000000     0.000000     0.000000   \n",
       "25%    2004.000000    31.000000    30.000000    32.250000    25.250000   \n",
       "50%    2007.500000   329.500000   348.500000   369.000000   350.000000   \n",
       "75%    2011.000000  1513.500000  1394.250000  1381.000000  1356.250000   \n",
       "max    2014.000000  9062.000000  8705.000000  9205.000000  9006.000000   \n",
       "\n",
       "               May         June         July       August   September   \\\n",
       "count   490.000000   490.000000   490.000000   490.000000   490.000000   \n",
       "mean   1064.414286   966.477551   898.495918   894.593878   888.371429   \n",
       "std    1508.166230  1345.067531  1245.805847  1263.668002  1250.579984   \n",
       "min       0.000000     0.000000     0.000000     0.000000     0.000000   \n",
       "25%      32.250000    28.000000    28.250000    28.500000    27.750000   \n",
       "50%     387.500000   342.500000   308.000000   313.000000   311.500000   \n",
       "75%    1464.000000  1384.000000  1301.500000  1222.250000  1227.500000   \n",
       "max    9330.000000  5915.000000  5719.000000  5936.000000  5777.000000   \n",
       "\n",
       "           October     November     December  Total  Accidents   \n",
       "count   490.000000   490.000000   490.000000         490.000000  \n",
       "mean    928.491837   933.044898   967.153061       11434.502041  \n",
       "std    1274.226151  1269.391981  1337.868111       15948.689470  \n",
       "min       0.000000     0.000000     0.000000           0.000000  \n",
       "25%      30.250000    28.250000    30.000000         357.750000  \n",
       "50%     311.500000   331.000000   347.500000        4174.500000  \n",
       "75%    1287.000000  1246.500000  1365.250000       16463.500000  \n",
       "max    5516.000000  5367.000000  5562.000000       75480.000000  "
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_Months_data.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "f94e8250",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 490 entries, 0 to 489\n",
      "Data columns (total 15 columns):\n",
      " #   Column                        Non-Null Count  Dtype \n",
      "---  ------                        --------------  ----- \n",
      " 0   States and Union Territories  490 non-null    object\n",
      " 1   Year                          490 non-null    int64 \n",
      " 2   January                       490 non-null    int64 \n",
      " 3   February                      490 non-null    int64 \n",
      " 4   March                         490 non-null    int64 \n",
      " 5   April                         490 non-null    int64 \n",
      " 6   May                           490 non-null    int64 \n",
      " 7   June                          490 non-null    int64 \n",
      " 8   July                          490 non-null    int64 \n",
      " 9   August                        490 non-null    int64 \n",
      " 10  September                     490 non-null    int64 \n",
      " 11  October                       490 non-null    int64 \n",
      " 12  November                      490 non-null    int64 \n",
      " 13  December                      490 non-null    int64 \n",
      " 14  Total  Accidents              490 non-null    int64 \n",
      "dtypes: int64(14), object(1)\n",
      "memory usage: 57.6+ KB\n"
     ]
    }
   ],
   "source": [
    "df_Months_data.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "c7cc0dc0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "np.int64(0)"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_Months_data.duplicated().sum()\n",
    "\n",
    "# The command df_Months_data.duplicated().sum() is used to check for duplicate rows in a DataFrame\n",
    "#(in this case, df_Months_data) and count how many such duplicate rows exist."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "73aa63f6",
   "metadata": {},
   "source": [
    "#The output np.int64(0) indicates that the result\n",
    "#of df_Months_data.duplicated().sum() is 0. \n",
    "#This means there are no duplicate rows in the df_Months_data DataFrame."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "3d43cdc6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "States and Union Territories    0\n",
       "Year                            0\n",
       "January                         0\n",
       "February                        0\n",
       "March                           0\n",
       "April                           0\n",
       "May                             0\n",
       "June                            0\n",
       "July                            0\n",
       "August                          0\n",
       "September                       0\n",
       "October                         0\n",
       "November                        0\n",
       "December                        0\n",
       "Total  Accidents                0\n",
       "dtype: int64"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_Months_data.isnull().sum()\n",
    "\n",
    "#checking for the null values in data set"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "65120dbd",
   "metadata": {},
   "source": [
    "#No Null values "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d64b26a0",
   "metadata": {},
   "source": [
    "# 2 Data loading and Cleaning "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "b4e1e791",
   "metadata": {},
   "outputs": [],
   "source": [
    " df_time_data = pd.read_csv(\"time_data.csv\")\n",
    "\n",
    "# loading  the data "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "9a09f523",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>States and Union Territories</th>\n",
       "      <th>Year</th>\n",
       "      <th>0-3 hrs. (Night)</th>\n",
       "      <th>3-6 hrs. (Night)</th>\n",
       "      <th>6-9 hrs (Day)</th>\n",
       "      <th>9-12 hrs (Day)</th>\n",
       "      <th>12-15 hrs (Day)</th>\n",
       "      <th>15-18 hrs (Day)</th>\n",
       "      <th>18-21 hrs (Night)</th>\n",
       "      <th>21-24 hrs (Night)</th>\n",
       "      <th>Total</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>A &amp; N Islands</td>\n",
       "      <td>2001</td>\n",
       "      <td>2</td>\n",
       "      <td>6</td>\n",
       "      <td>29</td>\n",
       "      <td>40</td>\n",
       "      <td>39</td>\n",
       "      <td>40</td>\n",
       "      <td>18</td>\n",
       "      <td>7</td>\n",
       "      <td>181</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>A &amp; N Islands</td>\n",
       "      <td>2002</td>\n",
       "      <td>2</td>\n",
       "      <td>6</td>\n",
       "      <td>22</td>\n",
       "      <td>41</td>\n",
       "      <td>33</td>\n",
       "      <td>33</td>\n",
       "      <td>23</td>\n",
       "      <td>8</td>\n",
       "      <td>168</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>A &amp; N Islands</td>\n",
       "      <td>2003</td>\n",
       "      <td>2</td>\n",
       "      <td>8</td>\n",
       "      <td>31</td>\n",
       "      <td>35</td>\n",
       "      <td>28</td>\n",
       "      <td>36</td>\n",
       "      <td>25</td>\n",
       "      <td>15</td>\n",
       "      <td>180</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>A &amp; N Islands</td>\n",
       "      <td>2004</td>\n",
       "      <td>2</td>\n",
       "      <td>5</td>\n",
       "      <td>29</td>\n",
       "      <td>42</td>\n",
       "      <td>43</td>\n",
       "      <td>43</td>\n",
       "      <td>37</td>\n",
       "      <td>14</td>\n",
       "      <td>215</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>A &amp; N Islands</td>\n",
       "      <td>2005</td>\n",
       "      <td>0</td>\n",
       "      <td>8</td>\n",
       "      <td>27</td>\n",
       "      <td>28</td>\n",
       "      <td>38</td>\n",
       "      <td>42</td>\n",
       "      <td>50</td>\n",
       "      <td>13</td>\n",
       "      <td>206</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>A &amp; N Islands</td>\n",
       "      <td>2006</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>17</td>\n",
       "      <td>33</td>\n",
       "      <td>33</td>\n",
       "      <td>23</td>\n",
       "      <td>38</td>\n",
       "      <td>7</td>\n",
       "      <td>155</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>A &amp; N Islands</td>\n",
       "      <td>2007</td>\n",
       "      <td>2</td>\n",
       "      <td>5</td>\n",
       "      <td>20</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>27</td>\n",
       "      <td>31</td>\n",
       "      <td>7</td>\n",
       "      <td>152</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>A &amp; N Islands</td>\n",
       "      <td>2008</td>\n",
       "      <td>3</td>\n",
       "      <td>7</td>\n",
       "      <td>33</td>\n",
       "      <td>24</td>\n",
       "      <td>40</td>\n",
       "      <td>31</td>\n",
       "      <td>40</td>\n",
       "      <td>13</td>\n",
       "      <td>191</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>A &amp; N Islands</td>\n",
       "      <td>2009</td>\n",
       "      <td>2</td>\n",
       "      <td>6</td>\n",
       "      <td>35</td>\n",
       "      <td>41</td>\n",
       "      <td>64</td>\n",
       "      <td>54</td>\n",
       "      <td>50</td>\n",
       "      <td>19</td>\n",
       "      <td>271</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>A &amp; N Islands</td>\n",
       "      <td>2010</td>\n",
       "      <td>2</td>\n",
       "      <td>10</td>\n",
       "      <td>36</td>\n",
       "      <td>45</td>\n",
       "      <td>64</td>\n",
       "      <td>57</td>\n",
       "      <td>53</td>\n",
       "      <td>18</td>\n",
       "      <td>285</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  States and Union Territories  Year  0-3 hrs. (Night)  3-6 hrs. (Night)  \\\n",
       "0                A & N Islands  2001                 2                 6   \n",
       "1                A & N Islands  2002                 2                 6   \n",
       "2                A & N Islands  2003                 2                 8   \n",
       "3                A & N Islands  2004                 2                 5   \n",
       "4                A & N Islands  2005                 0                 8   \n",
       "5                A & N Islands  2006                 1                 3   \n",
       "6                A & N Islands  2007                 2                 5   \n",
       "7                A & N Islands  2008                 3                 7   \n",
       "8                A & N Islands  2009                 2                 6   \n",
       "9                A & N Islands  2010                 2                10   \n",
       "\n",
       "   6-9 hrs (Day)  9-12 hrs (Day)  12-15 hrs (Day)  15-18 hrs (Day)  \\\n",
       "0             29              40               39               40   \n",
       "1             22              41               33               33   \n",
       "2             31              35               28               36   \n",
       "3             29              42               43               43   \n",
       "4             27              28               38               42   \n",
       "5             17              33               33               23   \n",
       "6             20              30               30               27   \n",
       "7             33              24               40               31   \n",
       "8             35              41               64               54   \n",
       "9             36              45               64               57   \n",
       "\n",
       "   18-21 hrs (Night)  21-24 hrs (Night)  Total  \n",
       "0                 18                  7    181  \n",
       "1                 23                  8    168  \n",
       "2                 25                 15    180  \n",
       "3                 37                 14    215  \n",
       "4                 50                 13    206  \n",
       "5                 38                  7    155  \n",
       "6                 31                  7    152  \n",
       "7                 40                 13    191  \n",
       "8                 50                 19    271  \n",
       "9                 53                 18    285  "
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_time_data.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "61ee3366",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>0-3 hrs. (Night)</th>\n",
       "      <th>3-6 hrs. (Night)</th>\n",
       "      <th>6-9 hrs (Day)</th>\n",
       "      <th>9-12 hrs (Day)</th>\n",
       "      <th>12-15 hrs (Day)</th>\n",
       "      <th>15-18 hrs (Day)</th>\n",
       "      <th>18-21 hrs (Night)</th>\n",
       "      <th>21-24 hrs (Night)</th>\n",
       "      <th>Total</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>490.000000</td>\n",
       "      <td>490.000000</td>\n",
       "      <td>490.000000</td>\n",
       "      <td>490.00000</td>\n",
       "      <td>490.000000</td>\n",
       "      <td>490.000000</td>\n",
       "      <td>490.000000</td>\n",
       "      <td>490.000000</td>\n",
       "      <td>490.000000</td>\n",
       "      <td>490.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>2007.500000</td>\n",
       "      <td>796.320408</td>\n",
       "      <td>969.236735</td>\n",
       "      <td>1371.15102</td>\n",
       "      <td>1753.967347</td>\n",
       "      <td>1681.814286</td>\n",
       "      <td>1850.283673</td>\n",
       "      <td>1782.918367</td>\n",
       "      <td>1228.810204</td>\n",
       "      <td>11434.502041</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>4.035249</td>\n",
       "      <td>1210.999326</td>\n",
       "      <td>1415.984501</td>\n",
       "      <td>1864.19157</td>\n",
       "      <td>2400.593532</td>\n",
       "      <td>2326.251665</td>\n",
       "      <td>2643.765262</td>\n",
       "      <td>2587.452453</td>\n",
       "      <td>1836.242850</td>\n",
       "      <td>15948.689470</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>2001.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>2004.000000</td>\n",
       "      <td>10.000000</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>36.00000</td>\n",
       "      <td>51.250000</td>\n",
       "      <td>59.250000</td>\n",
       "      <td>59.000000</td>\n",
       "      <td>50.000000</td>\n",
       "      <td>25.250000</td>\n",
       "      <td>357.750000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>2007.500000</td>\n",
       "      <td>200.000000</td>\n",
       "      <td>251.500000</td>\n",
       "      <td>498.50000</td>\n",
       "      <td>678.000000</td>\n",
       "      <td>679.500000</td>\n",
       "      <td>669.000000</td>\n",
       "      <td>517.000000</td>\n",
       "      <td>343.500000</td>\n",
       "      <td>4174.500000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>2011.000000</td>\n",
       "      <td>1114.250000</td>\n",
       "      <td>1355.250000</td>\n",
       "      <td>2073.75000</td>\n",
       "      <td>2680.500000</td>\n",
       "      <td>2265.500000</td>\n",
       "      <td>2289.000000</td>\n",
       "      <td>2072.000000</td>\n",
       "      <td>1594.750000</td>\n",
       "      <td>16463.500000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>2014.000000</td>\n",
       "      <td>6020.000000</td>\n",
       "      <td>6545.000000</td>\n",
       "      <td>8241.00000</td>\n",
       "      <td>14568.000000</td>\n",
       "      <td>11089.000000</td>\n",
       "      <td>13789.000000</td>\n",
       "      <td>13927.000000</td>\n",
       "      <td>10364.000000</td>\n",
       "      <td>75480.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              Year  0-3 hrs. (Night)  3-6 hrs. (Night)  6-9 hrs (Day)  \\\n",
       "count   490.000000        490.000000        490.000000      490.00000   \n",
       "mean   2007.500000        796.320408        969.236735     1371.15102   \n",
       "std       4.035249       1210.999326       1415.984501     1864.19157   \n",
       "min    2001.000000          0.000000          0.000000        0.00000   \n",
       "25%    2004.000000         10.000000         15.000000       36.00000   \n",
       "50%    2007.500000        200.000000        251.500000      498.50000   \n",
       "75%    2011.000000       1114.250000       1355.250000     2073.75000   \n",
       "max    2014.000000       6020.000000       6545.000000     8241.00000   \n",
       "\n",
       "       9-12 hrs (Day)  12-15 hrs (Day)  15-18 hrs (Day)  18-21 hrs (Night)  \\\n",
       "count      490.000000       490.000000       490.000000         490.000000   \n",
       "mean      1753.967347      1681.814286      1850.283673        1782.918367   \n",
       "std       2400.593532      2326.251665      2643.765262        2587.452453   \n",
       "min          0.000000         0.000000         0.000000           0.000000   \n",
       "25%         51.250000        59.250000        59.000000          50.000000   \n",
       "50%        678.000000       679.500000       669.000000         517.000000   \n",
       "75%       2680.500000      2265.500000      2289.000000        2072.000000   \n",
       "max      14568.000000     11089.000000     13789.000000       13927.000000   \n",
       "\n",
       "       21-24 hrs (Night)         Total  \n",
       "count         490.000000    490.000000  \n",
       "mean         1228.810204  11434.502041  \n",
       "std          1836.242850  15948.689470  \n",
       "min             0.000000      0.000000  \n",
       "25%            25.250000    357.750000  \n",
       "50%           343.500000   4174.500000  \n",
       "75%          1594.750000  16463.500000  \n",
       "max         10364.000000  75480.000000  "
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_time_data.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "76486ccc",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 490 entries, 0 to 489\n",
      "Data columns (total 11 columns):\n",
      " #   Column                        Non-Null Count  Dtype \n",
      "---  ------                        --------------  ----- \n",
      " 0   States and Union Territories  490 non-null    object\n",
      " 1   Year                          490 non-null    int64 \n",
      " 2   0-3 hrs. (Night)              490 non-null    int64 \n",
      " 3   3-6 hrs. (Night)              490 non-null    int64 \n",
      " 4   6-9 hrs (Day)                 490 non-null    int64 \n",
      " 5   9-12 hrs (Day)                490 non-null    int64 \n",
      " 6   12-15 hrs (Day)               490 non-null    int64 \n",
      " 7   15-18 hrs (Day)               490 non-null    int64 \n",
      " 8   18-21 hrs (Night)             490 non-null    int64 \n",
      " 9   21-24 hrs (Night)             490 non-null    int64 \n",
      " 10  Total                         490 non-null    int64 \n",
      "dtypes: int64(10), object(1)\n",
      "memory usage: 42.2+ KB\n"
     ]
    }
   ],
   "source": [
    "df_time_data.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "1d1130ab",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Year                  12539.035249\n",
       "0-3 hrs. (Night)       9841.569734\n",
       "3-6 hrs. (Night)      11041.971236\n",
       "6-9 hrs (Day)         14574.592591\n",
       "9-12 hrs (Day)        22622.310879\n",
       "12-15 hrs (Day)       18591.315951\n",
       "15-18 hrs (Day)       21790.048935\n",
       "18-21 hrs (Night)     21426.370821\n",
       "21-24 hrs (Night)     15882.553054\n",
       "Total                124348.941511\n",
       "dtype: float64"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_time_data.describe().sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "baf6c044",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "np.int64(0)"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_time_data.duplicated().sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "78579684",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "States and Union Territories    0\n",
       "Year                            0\n",
       "0-3 hrs. (Night)                0\n",
       "3-6 hrs. (Night)                0\n",
       "6-9 hrs (Day)                   0\n",
       "9-12 hrs (Day)                  0\n",
       "12-15 hrs (Day)                 0\n",
       "15-18 hrs (Day)                 0\n",
       "18-21 hrs (Night)               0\n",
       "21-24 hrs (Night)               0\n",
       "Total                           0\n",
       "dtype: int64"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_time_data.isnull().sum()\n",
    "\n",
    "\n",
    "# checking for the null values in data set"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4da2f14e",
   "metadata": {},
   "source": [
    "#No Null values "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d2e61009",
   "metadata": {},
   "source": [
    "# Visualisation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "7877faec",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Load the dataset\n",
    "df_Months_data = pd.read_csv(\"Months_data.csv\")\n",
    "\n",
    "# Reshape the data using pd.melt() to convert month columns into rows\n",
    "df_melted = pd.melt(df_Months_data, id_vars=['States and Union Territories', 'Year'], \n",
    "                    value_vars=['January', 'February', 'March', 'April', 'May', 'June', 'July', 'August', 'September', 'October', 'November', 'December'],\n",
    "                    var_name='Month', value_name='Accidents')\n",
    "\n",
    "# Set the style of seaborn\n",
    "sb.set(style=\"whitegrid\")\n",
    "\n",
    "# Create a heatmap for visualizing accidents across months and states\n",
    "# Pivot the data for heatmap\n",
    "df_pivot = df_melted.pivot_table(index='States and Union Territories', columns='Month', values='Accidents', aggfunc='sum')\n",
    "\n",
    "# Create a larger figure for better visibility\n",
    "mpl.figure(figsize=(14, 8))\n",
    "\n",
    "# Create the heatmap\n",
    "sb.heatmap(df_pivot, cmap='Blues', annot=True, fmt=\"d\", linewidths=.5)\n",
    "\n",
    "# Add labels and title\n",
    "mpl.xlabel('Months')\n",
    "mpl.ylabel('States And Union Territories')\n",
    "mpl.title('Accidents Across States/UTs By Months')\n",
    "\n",
    "# Save the plot as an image\n",
    "mpl.savefig('Accidents_States_Months_Heatmap.png', dpi=300)\n",
    "\n",
    "# Display the plot\n",
    "mpl.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "5311656d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Load the dataset\n",
    "df_Months_data = pd.read_csv(\"Months_data.csv\")\n",
    "\n",
    "# Group by year and sum the 'Total Accidents' column to get yearly totals\n",
    "df_yearly_totals = df_Months_data.groupby('Year')['Total  Accidents '].sum().reset_index()\n",
    "\n",
    "# Set the style of seaborn\n",
    "sb.set(style=\"darkgrid\")\n",
    "\n",
    "# Create the line plot\n",
    "mpl.figure(figsize=(10, 6))\n",
    "sb.lineplot(x='Year', y='Total  Accidents ', data=df_yearly_totals, marker=\"o\", linewidth=2.5)\n",
    "\n",
    "# Add labels and title\n",
    "mpl.xlabel('Year')\n",
    "mpl.ylabel('Total Accidents')\n",
    "mpl.title('Total Accidents Over the Years (2001-2014)')\n",
    "\n",
    "# Save the plot as an image\n",
    "mpl.savefig('Total_Accidents_Over_Years.png', dpi=300)\n",
    "\n",
    "# Display the plot\n",
    "mpl.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "81929cb6",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\Ashish\\AppData\\Local\\Temp\\ipykernel_3884\\2541741379.py:23: FutureWarning: \n",
      "\n",
      "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.\n",
      "\n",
      "  sb.barplot(x='Accident Time', y='Total Accidents', data=accident_data, palette='Blues')\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Load the dataset\n",
    "df_time_data = pd.read_csv(\"time_data.csv\")\n",
    "\n",
    "# Set the style of seaborn\n",
    "sb.set(style=\"whitegrid\")\n",
    "\n",
    "# Calculate total night and day accidents across all states and union territories\n",
    "total_night_accidents = df_time_data['Total Night Accidents time'].sum()\n",
    "total_day_accidents = df_time_data['Total Day Accidents Time'].sum()\n",
    "\n",
    "# Prepare the data for plotting\n",
    "accident_data = pd.DataFrame({\n",
    "    'Accident Time': ['Night Accidents', 'Day Accidents'],\n",
    "    'Total Accidents': [total_night_accidents, total_day_accidents]\n",
    "})\n",
    "\n",
    "# Create the bar chart\n",
    "mpl.figure(figsize=(8, 6))\n",
    "sb.barplot(x='Accident Time', y='Total Accidents', data=accident_data, palette='Blues')\n",
    "\n",
    "# Add labels and title\n",
    "mpl.xlabel('Accident Time')\n",
    "mpl.ylabel('Total Accidents')\n",
    "mpl.title('Total Night vs Day Accidents')\n",
    "\n",
    "# Save the plot as an image\n",
    "mpl.savefig('Night_vs_Day_Accidents.png', dpi=300)\n",
    "\n",
    "# Display the plot\n",
    "mpl.show()\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "b809d4c7",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\Ashish\\AppData\\Local\\Temp\\ipykernel_3884\\671511283.py:21: FutureWarning: \n",
      "\n",
      "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.\n",
      "\n",
      "  sb.barplot(x='States and Union Territories', y='Total', data=df_time_data, palette='Oranges')\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Load the dataset\n",
    "df_time_data = pd.read_csv(\"time_data.csv\")\n",
    "\n",
    "# Set the style of seaborn\n",
    "sb.set(style=\"whitegrid\")\n",
    "\n",
    "# Melt the DataFrame to have a long format suitable for seaborn\n",
    "#df_melted = df_time_data.melt(id_vars=['States and Union Territories', 'Year'],\n",
    "                              # value_vars=['Total Night Accidents time', 'Total Day Accidents Time'],\n",
    "                              # var_name='Accident Type',\n",
    "                              # value_name='Total Accidents')\n",
    "\n",
    "# Create a larger figure for better visibility\n",
    "mpl.figure(figsize=(14, 8))\n",
    "\n",
    "# Create the bar chart\n",
    "sb.barplot(x='States and Union Territories', y='Total', data=df_time_data, palette='Oranges')\n",
    "\n",
    "# Add labels and title\n",
    "mpl.xlabel('States and Union Territories')\n",
    "mpl.ylabel('Total Accidents')\n",
    "mpl.title('Total of Night and Day Accidents by State')\n",
    "\n",
    "# Rotate x-axis labels for better readability\n",
    "mpl.xticks(rotation=55)\n",
    "\n",
    "# Save the plot as an image\n",
    "mpl.savefig('Total_of_Night_and_Day_Accidents_by_State.png', dpi=300)\n",
    "\n",
    "# Display the plot\n",
    "mpl.show()\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "92def7d5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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YKDqdTkREdDqdFBYWVnOLSmIQi4iIiIiIiIiIajwGsYiIiIiIiIiIqMZjEIuIiIiIiIiIiGo8BrGIiIiIiIiIiKjGYxCLiIiIiIiIiIhqPAaxiIjonVevrkpUqqL/r6NSSb26quptEBERERERmRyDWERE9M77sF49cTP/u9RRqcTV/HP5sF696m4SERERERGZGHv5RET0XvC3biz+1o2ruxlERERERO8EaLWiqlu30h5fGRjEIiIiIiIiIiKqZVR168rtyAjJS74nIiIvtVqj+6+PCpFP/hW0+uivf5O/h0+q8jYWxyAWEREREREREVEtlJd8T14m3RIRkVyIGIaJcm/fFqlhpWZZE4uIiIiIiIiI3ltcBOj9wSAWEREREREREb23uAjQ+4O/HBERERERERG917gI0PuBmVhERERERERERFTjMYhFREREREREREQ1HoNYRERERERERES1XF0RUQlERKSOQOpWb3NKxSAWEREREREREVEt94FKpI0KUkcg1irIBzVwEUcWdiciIiIiIiIiIvGqoxOv6m7EKzATi4iIiIiIiIiIajwGsYiIiIiIiIiIqMZjEIuIiIiIiIiIiGo8BrGIiIiIiIiIiKjGYxCLiIiIiIiIiIhqPAaxiIiIiIiIiIioxmMQi4iIiIiIiIiIajwGsYiIiIiIiIiIqMZjEIuIiIiIiIiIiGo8BrGIiIiIiIiIiKjGYxCLiIiIiIiIiIhqPAaxiIiIiIiIiIioxmMQi4iIiIiIiIiIajwGsYiIiIiIiIiIqMZjEIuIiIiIiIiIiGo8BrGIiIiIiIiIiKjGYxCLiIiIiIiIiIhqPAaxiIiIiIiIiIioxmMQi4iIiIiIiIiIajwGsYiIiIiIiIiIqMZjEIuIiIiIiIiI6D0UFRUlTk5OEhUVVd1NMQkGsYiIiIiIiIiI3jN5eXkSGxsrOp1OYmNjJS8vr7qb9NYYxCIiIiIiIiIies8UFhaKTqcTERGdTieFhYXV3KK3xyAWEdUo71u6KxEREREREZkGg1hEVGO8j+muREREREREZBoMYhFRjfE+prsSERERERGRaTCIRUREVMU4bZaIiIiIqPwYxCIiIqpCnDZLRERERFQxDGIRERFVIU6bJSIiIiJTA3TV3YQqUa+6G0BERERERERERBWnUtWR7FMHRZuZrtyWk6cxekzmkW2i/ehDERGp/5e/ySdN2lRpG03hncjEevLkiajV6hL/duzYISIiiYmJ4ufnJxYWFuLo6Cjff/+90fN1Op0sWbJEbG1txcLCQoKCguT+/ftGj3ndaxARERERERER1VTazHTRPn/6+78Xacb3v0j7/b7szGpq5dt5JzKxrl+/Lh9++KEcPnxYVCqVcvsf/vAHef78ufj7+4ujo6NMmzZNLl26JNOmTZN/+7d/Ex8fHxER+eabb2Tjxo0SGRkpn332mcydO1cCAwNl9+7d8sEHH7zRaxARERERERERUfV5J4JYN2/elP/3//6f/Nd//VeJ+9atWyf169eX6dOnS7169eQf//iH3Lt3T1asWCE+Pj6Sn58vq1evltGjR4u9vb2IiCxcuFBsbW3l0KFD4unpKTExMa98DSIiIiIiIiIiql7vxHTCGzduyD/+8Y9S7zt37pxYWVlJvXq/x+Nat24td+/elWfPnsn169clJydHrK2tlfv/+Mc/SsOGDeXs2bNv9BpERERERERERFS93okg1s2bNyU9PV169+4tbdq0kZ49e8qJEydERCQlJUU+++wzo8frM7YeP34sKSkpIiLyl7/8pcRj9Pe97jWIiIgqClptpT6eiIiIiKg09eqqRF+RqY5KJfXqql79hHdAjZ9OWFhYKLdv35Z//vOfEh4eLp9++qns3btXBg4cKGvWrJG8vDz54IMPjJ7z4YdF1fY1Go3k5uaKiJT6mIyMDBGR175GRQCQly9fVui5pqJSqeTjjz+ukvfKzc0VAFXyXvT+MKxxJyLK/mr4d926dY1u43ZWu71rxzV9e29HRkhe8j0REXlZLEh1fVSIfPKv7fyjv/5N/h4+icfUGqA6t7V3bTs3FX7nROXz3XffyZ49e8TT01OCgoKquzk1Vm3dv/m5K9+78Lk/rFdP3Mz/Lgeu3hFX88/lw3pvHwLSf+7i13JVpcYHserVqydnzpyRunXrykcffSQiIo0aNZJbt27JqlWr5KOPPpL8/Hyj5+gDT5988onynPz8fOX/9Y/R/8ive42KKCgokMTExAo911Q+/vhjadiwYZW81507d0oEIIhepX79+mLesKHUNTiQaotd3H/88cdGB2NtYaFcvXZNCgoKqqydVLO8a8c1fXvzku/Jy6RbIiKSCxHD02/u7dsixfoAPKZWv+rc1t617dxU+J0Tvbn8/HzZvXu3AJA9e/aIlZVViUF5KlJb929+7sr3rnxuf+vG4m/d2GTvdefOHSkoKKi2Y06ND2KJiPzbv/1bidv+93//V3788Uf57LPPJDU11eg+/d9//vOfpbCwULntr3/9q9Fj1Gq1iMhrX6Mi6tevL//85z8r9FxTqcrI6Oeff15jotD0blCpVFK3Xr1yZ6j87//+L7e1WuxdO65VtL08pla/6tzW3rXt3FT4nRO9uezsbGU70ul08o9//EM+/fTTam5VzVRb929+7spXmz/3rVu3quz9iqvxQaxbt26Jr6+vfPvtt9KqVSvl9itXrsg///lPMTMzk82bN4tWq1WmHZ0+fVo+//xz+dOf/iR/+MMf5NNPP5UzZ84oQazMzEy5du2a+Pn5iYiIpaXlK1+jIlQqVYWzuN5FVZWyWZtERUVJbGysdO7cWYYOHVrdzak05c1Q4bZGVaU825qp91du57VLdf7etXVb43dO7zqdTmf09yeffFKrrj1qqtq6f/Nz1y4ff/xxtU0lFHkHCrv/4x//kL///e8yffp0OXfunPz2228ya9YsuXTpkgwePFh8fHwkOztbJkyYIElJSbJjxw5Zu3atBAcHi0hRLSw/Pz+ZN2+eHDlyRK5fvy4jRoyQzz77TJydnUVEXvsaRFUtLy9PYmNjRafTSWxsrOTl5VV3k4ioDNxfiYiIiIiqRo3PxKpTp44sW7ZM5s+fL8OHD5fMzExp2LChrFmzRr744gsREVm5cqXMnDlTvL295T//8z9lzJgx4u3trbxGaGioFBYWysSJEyUvL08sLS1l1apVUr9+fRER+dOf/vTa1yCqSoWFhcoIm06nU6bFEr2J2pLFV1NwfyUiIiIiqho1PoglIvJ//+//lVmzZpV5f5MmTWTLli1l3l+3bl0JCwuTsLCwCr8GEdG7oHhW0IABA4wWtSAiIqJ3D7RaURVbsdmUjyciele8E0EsIiJ6M8wKIiIiev+o6tYt92I4RETvIwaxiIhqOU4/rFp1RUQlEIhK6giE4+RERPQmyrsYDhHR+6jGF3YnIqLKw6LkVe8DlUgbFaSOQKxVkA9q0UVHVFSUODk5SVRUVHU3hYiIiIjeQQxiERHVYpx+WD286uhkVl2teNXRvf7B7wkGTImIiIjobTGIRUT0jgLKHwCpyHPod/z+Ko4BUyIi09FPTRcRTk0nolqFNbGIqMZgraDyUanqSPapg6LNTFduy8nTGD0m88g20X70oYiI1P3j/5FPrV2qtI3vm/J+5/X/8jf5pEmbKm0jERG9//RT009Bat3UdCKq3RjEIqJKVZ6i4eyQlZ82M120z5/+/remwPj+F2mi/bC+iIioPvqES3SbQHm+8zp/+I8qbVtNwm2NiKhyedXRiVd1N4KIqIoxiEVElaZ4DZwBAwbIRx999MrnsENWeVT1P+QS3VRluK0RERERkakxiEVElYY1cGomLtFNVYXbGhERERGZEgu7E71CVS0Hj2IZCqZ+PNUe9eqqRPWvwEAdlUrq1WWUgIiIiIiI3g/MxCIqQ0WmwlUUp92QqXxYr564mf9dDly9I67mn8uH9V59mGcxfaoq3NaIiF6tPHVEiYhqKwaxiMpQ1VPhOO2GTMXfurH4Wzd+o8eymP7b02e/Acx+exVua0REZavKwVMioncZg1hERLUci+m/nfJmv9Vm3NaIiErHOqJERG+GPW0iIqK3VJ7sNyIiIiIiqhgWdiciIiIiIiIiohqPQSwiIiIiIiIiIqrxGMQiIiIiIiKqIoCuuptARPTOYk0sIiIiIiKiKqJS1ZHsUwdFm5mu3JaTpzF6TOaRbaL96EMREan/l7/JJ03aVGkbiYhqKgaxiMgkAJ2oVEzuJCIiInodbWa6aJ8//f1vTYHx/S/SRPthfRERqfOH/6jSthER1WQMYhGRSXBUkYiIiIiIiCoTg1hENVBdEVEJBKKSOgKpW90NekMcVSQiIiIiIqLKwrk/RP8CrbZSHx8VFSVOTk4SFRX12sd+oBJpo4LUEYi1CvKBqlxvRURERETvkHp1VaL6V3+vjkol9eqy80dEVBpmYhH9i6puXbkdGSF5yfdERORlsSDV9VEh8kndopyoj/76N/l7+KQ3fu28vDyJjY0VnU4nsbGxMmDAAPnoo49e+RyvOjrxKudnICIiIqJ3z4f16omb+d/lwNU74mr+uXxYj5dpRESl4dGRyEBe8j15mXRLRERyIWK4i+Tevi1SwUGxwsJC0emKllPW6XRSWFj4li0lIiIioveJv3Vj8bduXN3NICKq0TidkIiIiIiIiIiIajwGsYiIiIiIiIiIqMZjEIuIiIiIiIiIiGo8BrGIiIiIiIiIiKjGYxCLiCoNl4smIiIiIiIiU2EQi4gqjX656DoqFZeLJiIiIiIiorfCK0oiqlRcLpqIiIiIiIhMgZlYRCYG6Kq7CURERERERETvHWZiEZmYSlVHsk8dFG1munJbTp7G6DGZR7aJ9qMPRUSk/l/+Jp80aVOlbSQiqm2ioqIkNjZWOnfuLEOHDq3u5hARERFRBTATi6gMdUVEJRARkToCqVuO52oz00X7/Onv/16kGd//Iu33+7IzTddoondMVFSUODk5SVRUVHU3hd5jeXl5EhsbKzqdTmJjYyUvL6+6m0RERBXEvgNR7cYgFlEZPlCJtFFB6gjEWgX5gAvrEZkUAwtUVQoLC0WnK5rqrdPppLCwsJpbREREFcG+AxFxOiHRK3jV0YlXdTeC6D3FwAIRERGVB/sORMRMLCIiIiIiIiIiqvEYxCIiIiIiIiIiohqPQSyiKlCvrkpU/6qpVUelknp1WWCLiIiIiIiIqDwYxCKqAh/Wqydu5n+XOiqVuJp/Lh/WYzk6IiIiIiKuNkhE5cEgFlEV8bduLFsCvcTfunF1N4WoWkCrrdTHE+lxWyMiejdwtUEiKi+mgxARUZVQ1a0rtyMjJC/5noiIvCwWOLg+KkQ+qVtXREQ++uvf5O/hk6q8jVQ+UVFREhsbK507d5ahQ4dWd3MU3NaIiN4NXG2QiMqLQSwiIqoyecn35GXSLRERyYWI4Wko9/ZtEZaLe2cUHz0fMGCAfPTRR9XdLAW3NSIiIqL3D6cTEhER1SKmqj3C0XMiIqpsnB5ORMUxE4uIiKiWqOnZU0RERIY4PZyIimMQi4iIqJaoaPYUoBOVqmYlb9fUelxERGRanB5ORIYYxCIiInpPQasV1b9GqN/m8SpVHck+dVC0menKbTl5GqPHZB7ZJtqPPhQRkfp/+Zt80qRNBVv9eswoIyIiIqqdGMQiIiJ6T5lyGoY2M120z5/+/tqFhaJSiQAidVQqUWWliza3qFtR5w//YeqPYoT1uIiI3j01MauXiN49DGJRrcLpJ0SVqzz7WF0RUQkEopI6AnnzfCEqj8qahvFhvXriZv53OXD1jriafy4f1mOXgoiIylbTsnqJ6N3EUDjVGsWnn+Tl5VV3k4jeK+Xdxz5QibRRQeoIxFoF+YA1LSqdPnAoIiYJHPpbN5YtgV7ib934rdtWmUz9uYmIqGL0Wb3Kvxdpxve/SPv9vuzMamolEdVkHDalWoPTT4gqV0X2Ma86OvGq7IaRQh84PAWpVYHD2vq5iYiIiN43DGIRERHVIu9a4NBUNVTetc9NRERERCUxiEVEREQ1FmuoEBGRHutpEhFrYtF7CdBVdxOI3mvcx2qOqKgocXJykqioqOpuSqVhDRUiIhJhPU0iYiYWvac4ck9UubiP1QzFi+kPGDBAPvroo+puFhERvedMteJ3vboqUalEAJE6KpXUq/v6qBSnhxPVbszEovcWR+6JKhf3sapVWvYbF6wgIqKqZsoVvz+sV0/czP8udVQqcTX/XD6sxxwLIpHakWlfUTxKEBERvQOY/fa7iozcExFRxUCrFVXd36tPvW4ApfjjX8ffurH4Wzc2TWOJ3gPMtH81BrGo1uBFD1Hl4j5W+fTZb3qqwkKj71yVlS7a3KJTe50//Ed1NbPS6UfuD1y9w5F7IqJKpqpbV25HRkhe8j0REXmp1Rrdf31UiHzyr6DVR3/9m/w9fFKVt5HofcJM+1djr49qDV70EFUu7mNVrzZ/5xy5JyKqOnnJ9+Rl0i0REcmHiErqKisE5t++LcJxK6IKK2/2Ynkf/76pPb1dIuFFD1Fl4z5W9fidExFRVdKvEHgKwhUCiUygeLZjvk4nKhGBFBUxTxodKh/UKSpnzmxHBrGIiIiIiIioHLhCIJFpGWY7ioi0UdWRU1CJtQpSePs34YTC33F1QiIiIiIiolqMK6FRTVVbt02vOjqZVVcrXnVKrk5d2zGIRUREREREVEsVXwktLy+vuptEtRSKLRrwum2z+OOpduB0QiIiIiKi90BUVJTExsZK586dZejQodXdHKqBAJ2oVMZ5DFwJjWqK0mpD4V/bpuh0cn34kHe2NhSPz6bDIBYRERER0Tum+OpUxTMWBgwYIB999FGZj6faSaWqI9mnDoo2M125TVNQKHVUKtEBUkelkpfxO0Vbv+gysf5f/iafNGlTXc2lWuh9rA31uuMzlQ+DWERERERE75j3OWOBKpc2M120z58qf9cTEVfzz+XA1Tviav651Mt+LvpJWnX+8B/V0kYivXdtEYHSsh3JtBjE+hedTidff/21bN26VbKyssTS0lImT54s//M//1PdTSOqckx3JSIiqvnex4wFqh7+1o3F37pxdTeD6J1XWrajiIhbMzPZf+GauDUzE83xnaL51+3Mdiw/hgj/5ZtvvpGNGzdKRESEbN68WXQ6nQQGBkp+fn51N42oSrG4JxER0bupOlezqq0riBFR+dSGY4U+29HwX//m/5QtgV7Sv/k/je/Lzqzu5r5zGMQSkfz8fFm9erWEhoaKvb29NGjQQBYuXCgpKSly6NCh6m4e0RsDyt9pLe+qHlwFhIiIqGpU58Veed6bA2BEle99CP7wWEGmwOmEInL9+nXJyckRa2tr5bY//vGP0rBhQzl79qx4enpWyvu+aspWeYtvvi/FOmvr5zaVstJXy6JPXzWsqSEiYvfvn8qJ55li9++fyu2RXyq3v+81NTiNkoiIqkNpNVSqsxCwqYvEV3Z/jedveheV51rwXVy4gbWhqLKoAKC6G1HdDh06JCEhIXL58mWjg8GwYcMkLy9Pli9fXq7Xu3DhggCQ+vXri4iISqUq8RgAkpKSovz92WeflXicNjv7jbJeVHXrSt1PP5XSfkqVSiXQ5Ap0b5Y9o6pbX1QffCiFL14I3mB5XVW9elLv//v/ynzvingfPjffu2rf2xQAyJMnT5S///znP1d4G64qtfX35nvzvfnelfve1am2fucqlUpQoBHR/Z5RDYg8ef5C+fvP//H/iXJaqltXVPU+qLT+WkX6qdn5+ZJbWCgf16snn37wwe+v/4r+minw/F3K42vydl5L37u48u5jEMizl7nKff/3k49FJap/tbUGXxMVO66JiGS+zJWXeRr55KMP5Y+ffPz7HSY+rtXWba2q3rugoEBUKpU0b978jd7LlBjEEpFdu3bJmDFjJDExUerU+T1aPGbMGElNTZW1a9eW6/UuXrxoFMQiIiIiIiIiInof6INYzZo1q/L35nRCESX7Kj8/3ygTS6PRyMcff1zW08pUHT8kEREREREREdH7jJNUReQvf/mLiIikpqYa3Z6amip//vOfq6NJRERERERERERkgEEsEWnQoIF8+umncubMGeW2zMxMuXbtmlhaWlZjy4iIiIiIiIiISITTCUVE5IMPPhA/Pz+ZN2+e/J//83/kv//7v2Xu3Lny2WefibOzc3U3j4iIiIiIiIio1mMQ619CQ0OlsLBQJk6cKHl5eWJpaSmrVq1icXYiIiIiIiIiohqAqxMSEREREREREVGNx5pYRERERERERERU4zGIRURERERERERENR6DWEREREREREREVOMxiEVERERERERERDUeg1hERERERERERFTjMYhFREREREREREQ1HoNYRERERERERERU4zGIRURUCQ4ePChPnjyp7mYQERERERFVi8LCQpO/JoNYREQmpNPp5PLlyxIeHi4Aqrs5JqXRaIz+ft8+n156erry/wDe289ZW+l/z4cPH0pmZuYrH3vv3r2qaBIRERFRpamuvmx4eLjs3btX8vPzTfq6DGLVYrwwezP678nwYla/I+p0umppS033rrSzMuh0OmnatKkcPnxYPvvsM0lKSpKUlJRqaYspf4d169bJ+PHjZcuWLXLq1CkREVGpVCZ7/ZoiMzNT9uzZI/fv3xeRos/4Pn7O2ki/P6hUKjly5IgEBgbK48ePy3x8fHy8uLi4yOHDh6uqifQOq+r+QEUYtrGgoKAaW1J7bdiwQZKTk6u7GTWCYR+lNvcba5PExESTBDPet+2lss4f69evl4kTJ4pIUd+nOr63mzdvyuzZsyU+Pt6kgSwGsWopAKJSqeTSpUuyatUqWbx4cbVdaOtptVpl5yqe8VFdtFqtqFQqZac7c+aMDB8+XFxdXWXMmDESFxdXqe+v/z70v827cDFdUFCgtDMvL09evnyp3FeVB8/quKDYsmWL9OjRQ/Ly8uRPf/qTPHz4UDw9PeXrr7+ulqmFKpVKfvnlFzly5Mhbv1aDBg3EyclJTp06JTNnzpQBAwbIqVOnjH7ft1UTOiUPHjyQqKgo2bhxo0ydOlW+/vprEan6tr0LF8TlVVBQoHyP2dnZRn9XppycHBH5/fiZnJws0dHR0rVrV1Gr1WU+r3HjxtK5c2cJCwszyT5EplETjhOGtFqtiIjUqVPUpT558qTs2LFDEhMTJTc3961f31SfF4DSxnnz5snKlStN8rpv63081pXl8uXLEhERIStWrJCHDx9Wd3Oqnf6YnJub+9YX2DXtuGCotG3clPv1u+L58+fSt29fGTx48FsFM3Q6nbLtvGvB+Pz8fKNs8N9++01evHghderUMflvmZubK0+ePJFjx47J7NmzRaRqA1n67X7Hjh3SsGFDmTx5shw7dsxkgSwGsWoRw41WpVLJwYMHJTg4WA4cOCDJyclGAZKqPCg+ePBACgoKpG7duqJSqeSnn36SiRMnysiRI+X48eMmvUguj82bN0u7du0kLy9PPvjgA9m/f78EBgbKgQMHJDU1Vfbs2SMLFy6ULVu2VFobVCqVxMXFyYABA+Tq1auV9j6mcOnSJRERqV+/voiIrFixQgIDAyUgIEC2bt0qIlV78NR31hMTE+XatWuSlZVVqe+n0+lEq9VKVlaWhIaGSl5envz3f/+3TJkyRXbu3CkrVqyo0kAxAMnLy5MJEybI0qVLJT4+vkKvo59O1apVK3F1dZVp06bJ4sWLJT8/XyIjI2XhwoXy/PnzcrdNROTWrVty+vRpuXz5sohU3yiRoYYNG8rYsWNl69atsm3bNmncuLHStqqi0+mU7ffWrVvy+PFjefHiRZW9v6npM/fq168vKpVKjh07JoGBgdKnTx+ZNm2ayVPMDc2ZM0dmzZqlBBp+++03GTt2rNy8eVMaNmwoImVfRP/pT3+SKVOmSMeOHWXEiBFy8uTJSmtnVSlt/6rufa48DC9eRKp/wGvixIly6NAhZfuKjIyU0aNHy+zZs6V///6yZcsWycjIqNBr63+XvLy8Um8vL/33durUKdm9e7eYmZlV+29veKy7ceOG3L9/32g6tynpP2t1Bs2aNm0qX3/9tWzfvl2++eYbJePXlPSf88GDB/Lrr7+aJJBamXbt2iXDhg2T/Pz8Cp9nCwsLywxq1KRt/PHjx/L8+XMlkeBtt0X965w6dUqmTp0qK1asqNHXCv/+7/8uc+bMkRs3bsiIESMqdO43/D43bNggoaGhEhERofQzaqro6GhJTU2VDz74QFQqlRw6dEh69Oghffr0EXd3dzl//rzJ+5kff/yx9OvXT/z8/OTgwYMyc+ZMEam6vnadOnWUWlgrV66Uhg0bypQpU0wWyGIQq5bQZxTpO1pXr16VKVOmSFhYmGzdulXGjx8v+fn5smPHDrlw4UKVbeBbt24VHx8f+fnnn0VE5MSJExIUFCQajUYuXbokkydPlh07dkh2dnalt6W4//7v/5YPP/xQunfvLk+fPpWjR4+Ku7u7hIWFyZ49e8TCwkIePnwoK1eurLRA1m+//SYHDhyQ/v37i7m5eaW8hymsXbtWevbsqWSmLV26VFauXClmZmbyxz/+UaZMmSKrV68Wkco9eK5bt05+++035e+5c+fK0KFDpXv37hIWFianT5+ulPcVKTpYd+3aVQYNGiSPHj2SwYMHS25urvTs2VOmTZsmGzZskO+++67KAlkqlUo++ugjWbp0qdSpU0eWL18uR48eLddrAJANGzbIjh07RKTogvHf//3f5R//+IesX79e7O3t5fz58zJnzpw3vlDTd7oOHTokAQEBEhoaKuPGjZMVK1Yo7a6uTqe+Q/nBBx9Ibm6ufPrpp5KQkCC3b9+u0jboO2hLliyRQYMGiY+Pj8ybN09u3rxZZe0wlVOnTsmYMWPkq6++EpGiYPfQoUOladOm8l//9V/y888/y5dffllpgay2bduKn5+f1K1bV3Q6nfzjH/+QJk2aSGZmpkRHRysjoMUvJvR/X7p0Sf7nf/5H8vPzZcSIEXLs2LFKaach/faflJQkhw8fluTkZOXc/bavq1Kp5Ndff5Vt27bJDz/8ICLvRoavnn7fWLNmjYSGhoq3t7csWbJECYRXtbNnz8rs2bPlp59+kv3798uxY8dk6dKlsn//funQoYN8//33snXr1nIHsvS/1Y8//igjRoyQ0NBQ2bp1q3KxXtFj5PLly2XhwoXSpk0bsbe3r/bjrf73XLx4sQwePFi6du0qc+bMkcTERJO+l/77PHfunCxevFi2bdtW5QMD+uBKhw4dJDIyUrZv3y7r1683aSBL/zkPHz4sAQEB4u/vL71795bTp0+b5BhiagAkPT1dUlJSlIB0ebbHX3/9VfLy8qRevXoiUtQXDQ8Plz59+si6devk3r17JgkWVZRh9uOSJUukX79+0rdvX5k0aZJotdpSzz3loVKp5Pjx4xIcHCxXr16V6Oho+eqrr+TMmTOm+ggVBqDEZ6tTp460a9dOZs2aJefOnatQIEv/fc6ePVsWLVokH3zwgRw/fly++eabCg/WVrYnT57I2rVrpUuXLpKZmSlPnjyRsWPHSmBgoIwdO1ZatGghgYGBJg3EARCtViv/+Z//Ka1btxZHR0eJjo6WxYsXi0jl97X1v71+3xQRWb16tTRo0MB0gSzQe2/z5s3o1q0bcnNzAQBarRYHDx5ESEgIACAtLQ0zZsyAh4cHLCwsYGZmhvj4+Cppm0ajgZubG1xcXHD06FEMHToUW7ZsUe4fMWIEnJyc8P333yMrK6tK2qRXWFiIU6dOwcXFBa1atYKjoyM8PDywfPlyAMDDhw/Ro0cPNGrUCE5OToiJiTHp+9+7dw9OTk6wsbHBmTNnTPrapnbx4kWMGjUKdnZ22LBhAyZOnIizZ88CAJ49e4aFCxdCrVZj1apVynN0Op1J23Dt2jWo1WqEhYUhJSUFmzdvRtu2bbF//37s2bMHjo6O6N+/P3788UeTvq+e/vNoNBps27YN7u7u6N+/P16+fAkA2Lp1K9RqNaZPn46UlJRKbUN6errR7ffu3YOXlxd69OiBo0ePvvHrPXv2DCEhIejYsSN8fX3RrVs3AEBeXp7yfsuWLUPnzp3xzTffQKPRvNHrHjt2DI0bN8batWuRmJiI4cOHw8bGRtm3DD9LVdBqtUZ/5+fnQ6PRYNOmTbCxscG0adNw+/Zto8dUdvvmzp2Lli1bIjY2FitWrICjoyNGjBiBGzduVOr7mlpaWhpmzpwJT09PzJgxA5GRkcpxQKPRYOvWrXB3d0dgYOAbbz8VceLECQwbNgw5OTkAgHnz5sHJyQmRkZF4/vw5gJK/6ZEjR9CkSRMsWrQIM2fORFBQEBo1aoTDhw9XWjv1bTh48CBsbGxgZWWFpk2bIiYmBhkZGW/9uvv370fz5s3RoUMHqNVqTJgwAQUFBSZpe2Uy3EcXLlwIKysrzJ49G9OnT4eNjQ369euHI0eOVEt7evbsCQcHB0yePBkLFy40etyECRNgb2+P7777Di9evCjXexw4cACNGjXCqFGj4OPjA09PT6xYsUL5vd7kGFT82LZ//36o1WpYWVnh119/LVd7Ksu8efPQsmVL7N69G2vXroWjoyNCQkJw9epVk77P0aNHYWZmhk6dOkGtViM0NBRJSUkmfY+yGP5WCxYsQGRkJCwsLKBWqzFx4kQkJyeb7L0OHz6MRo0aYfHixbh06RKcnJzg5+eHhISEEttDVSttm83Pz4e9vT0iIyPL9VoLFixAgwYNcOzYMQDA119/jRYtWmDOnDkIDAxEx44d0bVrV9y8ebPM965Mhu+3du1aWFlZYcOGDZg0aRJcXV0xePBgFBYWAii5n74prVaLhQsXYtOmTQCKzln9+/eHr68vTp8+/fYfogIOHz5s1E/58ccfERYWZvQZtVotjh8/DktLS4SGhirXp29q8+bNsLOzw+XLlwEAq1atQsOGDdG3b1+j80BV/+avcv78eXTt2hW2traIjo7GnDlzlPuePXuGESNGwMLCAgkJCSZ93/3798PT0xPBwcFo3bo1WrRogZkzZyr3V8Z3ZPhbHz9+HAcPHsTx48eV2/r164dWrVrhwIEDb9XvYxDrPafVarFhwwY4OzsjKChIOVDs27cParUaM2bMgJWVFXx9fbFkyRLcvXsXPXv2RERERKW3Td8Ry8/Ph6enJxwcHODh4YHz588bPW748OHo0KEDoqOjqyyQpd+pCwsLERUVhS+++AJffPEFzMzMEBISolzEP3z4EL1798YXX3wBa2trbN++3WRtuHfvHiIjI2Fubo6lS5eWaFtNc+PGDYSHh6Ndu3awtbU16pQ9ffpUCWStWbPG5O+t/05OnDiBhg0bYsyYMZg0aRJ27typPCYxMRGurq7o169fpQWy9DQaDXbu3AkXF5cSgayGDRsiPDzcZIGsyMhIo89z9uxZ+Pn5lQhE3717Fy4uLujUqdNrg9RRUVHKNn7nzh24urrC3Nzc6AItPz8fQNF3P3nyZHh4eODRo0fKbaXR6XTIyMiAv78/1q5dC6AoIObp6Qlvb294eHhgxYoVRo+vbIYn28OHD2Pr1q1KpxgA1qxZAxsbG0RERODevXuV3h4AOHXqFJydnXHlyhUAwOXLl9G4cWO4uLhgxIgRVXbh9bb03+3z588xa9YsdOnSBa1bt8aePXuUx+Tl5SEmJgZubm4IDg6utEDW8ePHoVarMWrUKOU8GBkZCXd3d0RGRioBBv02l5ubi4CAAMydO1d5jaysLMycORONGjUqVzC4vOLj49GkSROsXLkSz58/R0hICBwcHBATE4Ps7OxyvZbhPnTy5ElYWFhgy5YtyMzMRHR0NNRqNaZOnVpjzyvF3blzB7NmzTI6hl24cAE+Pj4IDg7GkydPqqwthsG/Xr16Qa1WY9iwYSW+y4kTJ6J9+/ZYtGjRG/dhfv31V9ja2mLr1q0AgN9++w2NGjWCp6cnli9frrz3m1787tixQznnnDx5Eg0aNMCwYcOq7JhWljNnzhgd63755Rc0adIELi4uCAkJMVnQXqvVYtSoUdiwYQO0Wi3OnTuHRo0aYejQoUbH08reD9asWQMrKyskJCTg7Nmz2LlzJ5o0aYJJkyaZJJCVlpYGHx8fpZ+l0WjQvn17WFhYwNnZGQkJCW8dODGFtLQ0o/ffuHEj/Pz8yv0d9OrVC3Z2dti9e3eJQcq4uDj4+/sjMDAQz549M1nby+v8+fMIDw9HXFwcgKLfZPPmzXBxccGgQYOU30P/39fRb6NXr17F/v370a1bN+zatUu5/+jRo+jXrx98fX3x888/m/jTvJr+uDVy5Ehlv9Jfb44bN65EIOv777+HWq3GoEGDXnnuL76tjhs3TrlOvXTpEnx8fDB37lx4e3ujW7duVZaI8SYMjykXLlyAr6+vMuBueP/Tp08xYsQIWFpaGgV83kZSUhKsra2xYcMG5OTkICUlBcuXL0f79u0xY8aMUtv4tgxfa86cObCyskKbNm1ga2trdP3Xr18/tG7dGgcPHlSuN8qLQaxaIC8vDzt37kTnzp3h7++vbCyLFi2Cr68v5s+fjydPnigb3oABA/Ddd99VSdv0F8IajQbdu3eHWq3Gzp07S+xQo0aNgqWlJTZv3lzpnQydTmd0UAkODsbcuXPh5OQEW1tbWFhYIDw8XGn7/fv30a9fP4SGhr5VJ0T/noad3PT0dMyaNQtqtRobN24s8djqZtiO+Ph4bN++HeHh4VCr1di/f7/RY589e4bFixdDrVYbXcSaguHFREJCAszMzKBWq7F69WqjxyUmJsLNzQ0BAQEmG7XXfwe3b9/GpUuXcPDgQTx+/BgAsHv3bri5uRkFsqKjo9GiRQs8ffr0rd87JycHEydORGJionLbtWvXYGtri4CAgBLBuqtXr8Lc3Bw9e/YsM5skISEBVlZWGDBgAPLy8vDw4UN4e3sjICAAnTp1Mso4NAxkOTk5ITw8/LVtzsvLg5ubG7Zt24aXL19i8uTJmDFjBh48eIBevXrBysoKEyZMqMjXUW6G2+/s2bPRqlUrtGrVCi4uLli0aJFy39q1a2FjY4PQ0FB4e3sbBZUrw8GDB+Hp6YmsrCwkJiYiMDAQW7duxfbt22Fubo7hw4dXeiDWVPSdz7S0NMyePRtNmzbF6NGjjR6jz17Uf8emUNoxUh8cGjFihFEgq2PHjpgyZYpRplNWVhacnJyUYKtOp4NWq0Vubi4CAwPRunXrSsnIevnyJQICApRtLCMjA15eXnByckKjRo2wZcuWNwqExMfHK+cjrVaLgoICTJw4EfPnzwdQ9Hv06NEDwcHBaNasGSZOnPjGF1HVRR+IbNy4sXKRot++zp07B3Nz8yrJxirr4r9fv36wsrLC4cOHS1yQhYSE4Msvv3zjc3dsbCx8fX0BFP1WQ4YMwcSJEzF69Gi0bdsWa9eufeOAb1JSEhwdHdGlSxflvHP48GE0aNAAYWFhJs0Cep3in//gwYNwd3fHixcvcP36dQQFBWHr1q3YvXs3zM3NERISUuGAsf69rl27hnPnzmHw4MG4ePGicv/Zs2dhbm6OoUOH4rfffqvwZyqPkJCQEhlH+uPSpEmT3jqo+PjxY3To0AG//vorsrKyMH78eMyePRv5+flwcHBAz549ER0drWSkVhXDfWbFihVwd3fHV199pQSX7ty5gzZt2mDbtm0AXt/HNezz+fr6olmzZrC2tsYvv/xi9LgdO3bAwcGh2jKYT5w4ge7du6N169a4cOGCcvvLly+xefNmuLq6YsiQIeU+9sbFxaFBgwZwcnKCWq0u0Sc5duwYAgIC4OrqqsyKqCrr1q1Dx44dERYWpuxXBw8ehIWFBcaMGWP0WQ8cOAA/Pz+4u7srg6DFGW4LCQkJSE1NRVBQEBYvXozU1FRMnjwZCxYsAABs27YNarUalpaWRrN6agqdToeLFy+iT58+sLGxUQZd9PvH06dPERQUBDs7O+Wa4W2cOHECzs7OSEtLU25LS0vDd999h5YtW1ZqX3bp0qWwsrLCmTNnkJSUhKCgIDRt2tQokOXv7w+1Wl3hrEEGsd5z+gP9L7/8gsjISKjVagwdOlQJZBUUFECj0SAlJQVPnz7FokWLYGVlVWLqjKkZHpT0J9P8/Hx06tQJ7du3Nxot0hs/fjzu3r1bJe06c+YMQkJCYGdnBw8PD9y4cQMJCQlwcnKCnZ0dmjZtivDwcOX71X+Pb/u+J0+eRHBwMAICAvDDDz8gNzcXmZmZ+Oqrr6BWq7F58+YSz6kuhu//3XffwcHBAcnJybhy5QpCQ0NhY2ODAwcOGD3nyZMn2LJli0mnrxi2Y/78+Th16hQuXrwIMzMzBAcH486dO0aPT0xMhKWlpUmyDfXvfejQITg4OKBr165o3bo13N3dsWbNGuh0Omzfvh2urq4YMGCAsq1nZmaa7L31gaQTJ04onf3ExES4uLigb9++OHnypPKcX3/9FX5+fhg5cmSZmWB5eXnYtm2bkn6s3w9v3ryJ0NBQdOzYsdRAVnx8PPz9/ZGWlvbKbTM1NRXTp0/H2bNncfToUYwaNUppY0REBJydndGxY0c8fPiwol9NuUVFRaFVq1Y4e/Ysnj17hqCgILRu3doo8yw6OhqBgYEYOHCg8plNobQL4h07diA0NBSpqalYsmQJZsyYgZSUFOh0Otja2qJ9+/YYPHiwydpQGQyD8vrprZmZmZg9ezacnZ1LXMjl5eUhNjbWJJkh+vdOSEhAREQElixZoowKHzt2rEQga/LkyejevXuJ0frg4GD06dNH2V/1v9XUqVOhVqthY2NT7syo18nKykKHDh1w6NAhaDQaTJ06FdOnT1faY2tri8jIyFdedF+4cAE2NjYYN26csh/l5eXB3d1dCWLNmjULkyZNwosXLxAVFaWMhhte5NcU+t9THwht0KCBcoGSn5+v3O/u7o5169ZValsM99cTJ05g69atRhm/vr6+sLW1xdGjR0scJ/TPLe34qL/t0qVLuH37Nr755hsMGDAA6enpWL58OcaNG4esrCykpaXB3NwcVlZW+PLLL0ttY/HX12q12LNnD7p27Yru3bsjNTUVQFEgy8zMDOHh4ZXe5yvu+++/x4MHDxAfH4+QkBA8efIES5cuRUREhDIIZG9vDycnp7c61u3btw8WFhZo1qwZ1Go1Fi9ebHT/uXPnYGFhgX79+pXoK5iSVqtFXl4evL29lb5Hfn6+0hdavHgxzM3NER4ernz+ikhLS0PPnj1x+fJl7Nq1CyNHjlSmJwUGBqJRo0bo37+/SQbR3pTh9hgdHY1ly5Zh7Nix8Pb2hqWlJebNm4e7d+9iy5YtcHNze22WevG+D1D02dRqNWJjY42uHbRarTIAXhWK73spKSmIiIhA06ZNSwzO5ebmIiYmBi1btjSaWva61378+DF69eqF7du348qVK1iyZAkaNGiA77//3ujxhw4dwpAhQ3D//v23/FRvxrBfv3LlSvj4+GD06NFKkHz//v1KEoB+IGbx4sVYsGBBmX0qw+PtokWL0LZtW2RmZuLs2bO4ePEiTp06BT8/P5w6dQoAEBMTAz8/P2zZsqVGDMrofzP9tZF+wPnixYvo0qUL7OzslH3RcMDPVDM1zpw5o2R+Grp//z5atWoFtVr9RtteeSUnJ6Nbt27K+/7yyy9o164dBg4cCBsbG6xfv1557MyZMyv8WzGIVQvs27cPDg4OGD16NDp27IjWrVvD399f6cBv2bIFTZo0QefOneHg4GDyOgTF6XfqH3/8EeHh4fD29lZGVfVTCzt06FBqIKsqHDhwAM2aNUNgYCBatGgBtVqN6OhoAEUdHkdHR9jb26NFixYICQkxWUr2gQMHYG5ujtGjR8PX1xd2dnZYs2YNXr58qQSyzMzMlMyAmiI+Ph79+vUz6shfvXoVI0eORNu2bXHw4MFSn2fqOiwnTpyAlZWVsi2dOHECDRo0wOjRo0tcGN+9e9dk29a5c+fQokULJVPu1KlTyrRJjUYDnU6H2NhY2NjYYOjQoQBMn8av0+kwYsQIqNVq5fNfu3YNrq6u6N+/P+Li4qDRaLB06VJMmDChzEwOw7peW7duhYuLi5KRBRSdiIYNG4ZOnTopI6b6k+3du3fh4OBgdLLUv96zZ8/w8OFDZaRNH/AdM2aMUpsPAMLCwrB06VKTBwbK+pz69vv4+Cjp21evXoWDgwOCgoLg6uqKr7/+WnmsYYDOFNuv4Xbw22+/GWXUJScnIy0tDR4eHsq+dfv2bfTv3x8HDhyo9tomr6L/jo4ePYqAgABYWVkp20t6ejoiIyPh5uZW7hoo5XH06FE0adIE3t7esLe3h6enp3Ju02c+jBo1Ci9fvoROp8OzZ89w48YNnDp1Snncnj174OrqipkzZxrtM1OmTMGWLVuMRjcrwvAYdPnyZWVfmjhxIuLj43HkyBGEhIQo+/SUKVPQvHlz9O/f/7UXut988w06duxoVG9n9+7diIuLw/nz5zF48GBlesvq1avh4eEBLy+vKs3KeZWytu/8/HxMmjQJ5ubmRsearKwseHp6mjzLtyyRkZGwsbGBh4cHpk6danTM6tGjB2xtbXHs2LESg1uv2m9PnjyJhg0b4tSpU0hPT8fhw4eRkpKCPn36KIM/N27cQLdu3bB69erXXpwaHqO0Wi327t0Lb29vdO/eXblwOnLkCNRqNaKioiryNVRIWloaOnfurGQB3LlzBy9evICHhwd27NgBoKicQkWPdYYB9B49emD79u04f/48Ro8eDVdX1xIZ2mfOnEGbNm3eKnhUXFltXrBgASwsLHDt2jWjx61YsQJeXl4YPHjwG33egoIC5XHJyclISkpSAtuPHz+GTqdDSEiI0QVqWFgYYmJiqi2AtWvXLrRu3RrJycnIz89HRkYGvv76a/Tu3RvNmjXDgAED4OrqqmQZl9ZHM/xu9H1jvR49esDR0dEoEP/06VN4eHhU6vTv0tqWmpqqDIo8f/4ckZGRcHZ2NpqeDhR9hsOHD5fZH124cKFRv+Dnn3/GpEmTEBAQoNRyzMrKwpIlS6BWq0sEsqoy487w2i4iIgJ2dnbKFH59kHzfvn1o1qwZ7O3tlQw6w89XlnPnzmHQoEE4ceKE0e2RkZHw9/dX/h40aBDmz59vVBKmuhjWt3RxcUHz5s0xdepU5brg8uXL8PLygp2dnbKtvE2/Tv9+GRkZSlAwJSUFbm5uGDlypNFARWZmJoKDg/Hdd9+Z5JxfPHh7+/ZtWFlZ4dSpU0hOTsawYcOwZs0a3L9/H507d4aZmRkmTZpk9JyK9KkZxHrPPXz4EE5OTli/fj20Wi0KCwuxa9cudOvWDQEBAUoHa8+ePfjpp58qreB0cYcOHVKymebOnWs0qqzPyHJ1dUV8fHyVHYR0Oh1+++03tGvXTokS37p1Cx4eHrC1tVV2uIsXL8LS0hIdOnSAra2tSWpwXL16Fba2tkoH7vnz5zAzM0OHDh2wZs0a5OXlITMzExMmTEDz5s2RkZFR7ZlYQFEdrJ49e8LMzEwJ9OlduXIFo0aNgr29vdF8/cqwbNkyBAUFYd68eUa3Hz9+XAlklXagfpttS3+yWbZsGYYMGQKgqDPZvn17TJ06Fffv30dkZCRSUlKg0Wiwa9cuk5wsDh48iAULFmD48OH45ptvlOK8L1++xOjRo9GkSROlw3bt2jV4enqidevWcHJyQsuWLcsMUuu/i+KBLHd3d6NA1q+//ophw4bBwcEBFhYWCAoKUp4zf/58pYaL/ra4uDh4enrC3t4ejRs3xrBhw5SLTz8/P0ycOBHXr1/HggULYGtrW+k1Wgw7Cc+ePcPjx4/h6OiIY8eOITk5GcOHD8fatWuRkZGBzp07o1mzZggODjba30y9782fPx92dnZo0qQJgoKClO3k7NmzsLS0RGJiIp49e4bBgwcjODhY+Qw1OZAVFxeHRo0aYenSpdi0aZPRdI6cnBzMnTsXnp6emDx5cqW8v2Gx2+PHj6N///5wcXExCmSp1WqMHz8eQNEocevWrdG8eXM4Ozvj22+/BVCUEu/i4gJvb29ERkYqxVffpi7Z8ePHlXOvVqvFvXv3YGFhgUuXLgGAEhCZMGGC0RTdSZMmYePGjcrFS2kMj2nLli2Dh4cHJk6cqFygFxYWIjIyUlmkAQCmTZuGZcuWVWph/fIw3K5jYmIwffp0BAUFITIyEtnZ2dDpdEoga+7cuVi2bJlSyLkqitTrpxcnJiYiOzsbL168QEpKCg4fPqwcG3r16gUzM7MSNT71DH9/oCjTNSIiAsuXLy9Rx8zGxkbJZly8eDECAwNLLN5R3JYtW+Dj42N0EavPyHJ3d0fv3r2VIOzZs2ervLj/zJkz0bVrV+Vv/bHul19+QWpqKgYPHoygoKAKH+sSEhIQFBSE0NBQ5XPevXsX4eHh8PDwKBHIKm9h6Vcx/P1iYmIwZ84cLFiwABqNBi9evICfnx/atWuHS5cuITc3F1lZWRgwYAA2bdqkPLesz7thwwacO3dO+Xv//v2wsbGBjY0N2rRpo0ynffnyJdq1a6dkEy9YsABt27Ytc8pWZTD8Ho4ePYpevXopmaCG29uTJ09w9OhR9OjRA02aNIGfn1+pr2f4naxatQp9+/ZFQECAMkACAF27dkW7du2wePFibNmyBQMGDEDHjh0r/TrCsG3ffvutUsBbP7j5/PlzfPXVV3B3dy/RT9Ur3sYXL15g8ODBuH79unLbsWPH0KJFC6OC9kBRIGvp0qVo1KiRUV3Rqnbq1Ck0aNAAa9aswbFjx7BkyRJlaqE+iJKYmIgJEyZgzpw5ZZ5HDff7y5cvw9zcHGq1Gj/88IPR4/R1HcePH48uXbrA09OzXAtfVLYTJ06gSZMm2Lx5M27cuIH79+9Do9EofbybN2/C29sbTZs2fatBMcOBw759+6JLly74/vvvodFo8OOPP8Lc3ByhoaE4cOAAkpKSMHv2bLi5uZnk+tXwez5//jxSU1ORlpaGxYsX4/bt29i8eTMmTJigBCuHDh0KX19f9OvX7637sAxiveeuXLmCtm3bGh0E8/LysGfPHlhbW2PYsGEmPXm/ieTkZDg7OyvpvVlZWTh37hxmzpyJhQsXKlFkW1tbeHt7m2Re8Ovod8KVK1fC2toao0ePxoEDBxAeHg4XFxelxpI+ff/nn3/Gb7/9ZrJC83v37kXPnj2h0+nw9OlTDB06FLNmzcLYsWPRvHlzrF+/Hunp6cjPz6/SUbTiSjvgHDx4EJ07d4adnV2JDvvVq1cRGBhY6VOfvv32W6jVanh7e5eYY37ixAmYm5sjKCjIJEFa/baiv5CcOHEiZsyYAY1GYxTsvHfvHszNzbF37963fk+9uXPnwsHBAf3798eAAQNgYWGB9u3bKxktGo0GI0eONApk3bt3D1u3bsW6detKnY67du1a5bMUn+6iD2R5enpi2LBhyoXX9evXsX79esycOdMoDXz37t1Go9kJCQlo1qwZVq5ciZ9//hkbN25E165d4evri+vXryMuLg5qtVqpN1dVWaBA0YpY4eHhuHXrFhYsWIDbt28jJiYG48aNUwKDI0eORJ8+fTB8+HCTdoIN96Po6Gi0atUKsbGx2Lp1KxwcHNCrVy88ePDAqFags7MzvLy8lO+7Jgewnj17hl69eilBJI1Gg6NHj2LkyJEIDQ3FkSNHoNFoMHnyZPj6+pqk6K5hsdudO3fC19fXKCvnxIkT6NevH1xcXJQsiJMnTyIpKQnXr1+Hg4MDNm/ejAsXLmDKlClwdXXFN998A6DowmHMmDHo27cvwsPD36q+ys8//wxbW1tMnDhR+S1v3LiBFi1alAhyBwQEwN/fH0+ePMGcOXPQqlWrN5pSb7htREVFwd3dHRMnTsSDBw8AFAXmunXrhp07d2LOnDmwtrbGrVu3KvyZKsucOXPQpk0bLFiwAHPnzkWjRo3QtWtX5OfnIzs7G9OnT4darUbXrl0RHR2tHJ8qOyAzdepUJYvol19+wZQpU9C6dWuo1WqjC/BJkyaVetzIyspCTEyMMq1Po9HA3d0darW6RF3BpKQkNG3aFH5+fggODkaLFi1em7mg1WqxadMmuLi4ICAgoEQ2xpw5c5RjimEwrDK+t+KFnPXS09NhY2Oj1F8tKChAz549TXKs0+l0iI+Ph5WVFZo3b26UsXbnzh2Eh4ejU6dOyv6tf44pGL7OrFmz0KJFC/j4+MDKygqenp7QaDS4efMmBgwYADMzM7i4uMDd3R0eHh5GNSZL8+DBA3Tv3h0ODg5ITExEamoqWrZsiejoaMTGxiIsLAxqtVrJfp8/fz7UajVcXV3Rpk2bSj+/GjL8zRITEzF+/HhYWVmhY8eOyu3Fg+YZGRk4evQofHx8StR8NPxOIiMjYWlpiQkTJigrrukHgIGiwTG1Wo2AgADMmjVL+V6rYkB89uzZsLS0xIIFCzBt2jSYm5srA7z6Greenp6YMmXKG72evu0//fSTshLfzz//rEzNMuxzZ2VlYfbs2bCysir3SqhvS//7TJs2DaNGjTK6b/v27ejUqZNRRpZWqy3Xfh0TE4MWLVpg0KBBJQbEFi5ciODgYEyaNKlKf+vXKSgowLRp05Qs16ysLERHR8PX1xetWrXC8OHDARQlRvj5+b31dObjx4+jUaNGmDRpEgYOHIhmzZrhq6++QmFhIRISEuDj44PmzZvDxcUFzs7OJjkeGP6GP/74I7y8vJQBMf0/b29vJXCbnZ0Nf39/o+uit+nLMoj1ntNnFumzI/T0K4Kp1WolwFBVUevk5GT06dMHly9fxuPHjzF8+HC4u7vD2dkZjRs3xrhx4wAUHbyrYmqDfgc6cOAAGjduDLVajWbNmuGLL76Ap6cnVq9ejV9++QWWlpZo3bo1du/ebfI2fP311+jVqxeysrKwYsUKjBs3Ds+ePUN+fj6aNm2Ktm3bYvjw4dW6FHrxTsmZM2eUv48dO4YePXqgV69eyolW7/bt2ya94C7rtfSrnCxevFjptBtmA/Xs2dNk7bh06ZJSjHPTpk0wMzODpaUlZs2apfxGDx48gLu7u8lWh5k5cyYsLS1x9uxZJSvq0aNHGDFiBKytrZWVTl6+fKkEsl63Qsvhw4dhY2OD0aNHK0WtSwtkrVu3Du7u7kZTRg2VlsFRWFiI8PBwTJs2zej2+Ph4eHl5KRdriYmJuHjxYpVlgQJFAQ1PT0/89NNPAH5Puffz8zMKCAYEBBjV0jB14CghIQEbN240Gl1MSkqCvb09evTogeTkZGRnZ2PHjh3Ys2eP0jGrzuPAm8jOzka3bt2wbt063L9/H/7+/vD09ETnzp3Rq1cv+Pr6QqPRID093aRB+UOHDsHMzAyurq5KsVvDQZqTJ08iICAArVu3VgIBSUlJWLJkCSZOnKhs8+np6Zg5cyZcXFywZMkS5fkajeatt4GsrCzMnz8fnTp1wqRJk5SalM7OzkaF5QFg586dsLKygq2tLRwdHV/b6TScTmC4P3377bdKIOvJkye4dOkSunbtCkdHR3h4eChBvZokISEBHTp0ULLTjhw5gubNm2P37t24evUqCgoKkJOTg8jISDRs2FDpFJuyXl1xhYWFyM/Px6BBg5TaRi1atEBgYCCio6Nx6dIlqNVqozqE+ucZSk5Oho+PD+bPn4+YmBgcOnQI9+7dg7e3N5ycnHDo0CHlsTqdDkePHkVwcDAmTJhQagC1tG0yPz8fu3fvVqaUGw64/fDDDwgJCcHixYur7GJv8+bNWLNmjdG0yzlz5mDIkCHK8ffly5eIjY3F/v37y32sK63/qi8xMGTIEKPVr+7evYuQkBD4+vq+MqvxbSQmJsLPzw83btxAbm6usuKsl5eXcr7ct28fNm3ahN27d7/x59VnmDk7O2P27NmYOXOmct+DBw8wbtw4qNVqZdpVQkICdu7cqQSwq0Lx1clGjRqFu3fvYsmSJWjVqpVRcLf4SomZmZnw8vJSMuWKB2B37doFe3t7pZ8ZExMDtVqtrMCm5+npiZEjRyp/V8U58/Dhw7C3t1fOLfrSEg0bNlSyo54/f47x48dj5MiRr7zmMtynNRoN+vbtC3Nzc2WA7eTJk7C3t8fQoUONCsZnZ2e/9TT3tzF27FgEBQWhsLDQ6PPpa74NHjwYN2/efKPXWrduHTw8PJS/N2zYgDZt2mDSpEklMrgM9++a1D8aMmSIskqkp6cnunTpguHDh2PNmjWwsLDA6dOnodPp3jqZJCMjA1999ZXRdNIVK1agTZs2mDlzJnJycpCTk4OkpCTcuHHDJNuI4e+7Zs0ahIWFoUGDBmjRogWWL1+OtLQ0aDQadO7cGbNmzVJqPvv6+paY+VFRDGK9RwxX1NOPbOfl5aF///7o3r27UcS+oKAAoaGhWL16dZWkFxtuqPfu3UPz5s3h7e0NtVqN3r17KyMVy5cvR8+ePU2W4fQmbXr58qWSyh4TE4P9+/ejb9+++OKLL2Bubq50SIODg9G8eXP069ev3IW5DednGwYH9Flm+fn5OHr0KFJTU+Hn54eNGzdCo9EgKSkJvr6+WLp0aZUWui7O8ISqn/Zlbm4OX19fZfQgLi4OvXr1Qu/evUsEsoq/hinasXfvXnz33XfYvn27cgJYvnw51Go1li1bpny3pRW5fVv6VeJu3boFjUaDL7/8Es2aNVPS/DUaDRYuXAhHR0eTpOvOnj0bLVu2NMqo1J8E9KN7NjY2SnZAenq6skpk8YKOeikpKSgsLMTy5cvRuXNnjBo1qsxAFlBUb6KsVQPPnj2LH374AQsWLMDu3buRlZWFwsJCdOnSRVk1xjDQtXr1ajRt2tQk30156Vf98vPzUz5nYWEhsrKy4OXlhXHjxuHo0aMIDAxE165dTXayLS4pKQlqtdqo5p7hffb29ujdu3eJ6ZU1YYTxdbKyshAWFgYHBweo1Wr0799fmVK8d+9eeHp6muzi0bBwqr+/P2JiYpTsuoYNG2LDhg1GHcRjx45h8ODBuHv3LnJyctCvXz9YWFiUmMKSlpaGmTNnomPHjpg6dapJ2qrf3vSjx56enoiIiEBSUpLSOY+Li8P169eV/eXOnTu4cuXKGxc7Pnr0KHx9feHk5ISJEycq93/77bdwc3PDpEmTkJWVhZycHDx69KhaL3he5YcffoC3tzeA31e22rhxI168eIHg4GBlcYm0tDRMnToVTZs2LTPIXlHFzxX6fe/GjRvo0aMHOnfujDVr1ij76MOHD9G1a9c3CgouWrRI2T/0dS5v3rwJd3d3+Pn5lVhivbCwsNSLM8M2Hjp0CKtWrcKqVauUVdr27t0LNzc3ZdGNzMxMhISEGC1aURnHFMNpcbm5uejSpQvat2+Ptm3bYuPGjbh79y4ePHjwysGWN22X/r0uXryIqKgo7NixQxkAjY+PR8uWLfHll18anYOSk5Mr7fyzb98+9OrVCwEBAUo/RKvVKoEsDw+PUmcYvOrzGv7OCQkJGDRoEBo3bqwMXundv38f4eHhMDc3x759+0z0iSomISEB3t7eyrasD+Drj3uG51+9p0+fomvXrpg5cya+/PJLxMbGAvj988+cORNjxowBUFTaoGfPnvj6668xadIktGzZUnm84etW1QD9mjVrEBwcrLStb9++2LlzJ1atWgVzc3OsX78eKSkpyMvLU9pUWtu0Wq3Rypq5ubm4f/8+goKC0KpVK2XfPnHiBOzt7REaGmqywdLyKK3tCxYsQOvWrUsEqg4cOAAHBweMGDHijQYstVot9u3bh1atWhmdm9evXw8bGxtMnjy51KmINWEKoaGffvoJ7du3R5MmTRASEqKswpeSkgIvL69Sr5XKQ6fTITExEc2bN0f79u1LTLdcvnw5rK2tERkZWWmlOr755htYWlpi165dOHLkiDJlWz81ft26dWjSpAmcnZ3Ro0cPk2bLMYj1njDMONFP7Zo6dSoePnyIJ0+ewM7ODl26dMHKlSvx008/YebMmXBwcKj0wIjh1KusrCwluHbjxg2ls2HYMQsPD0dYWFilR9L17YqPj8ewYcNgY2OjrGDy/PlzBAUFYdy4cejfvz8aNmyIUaNGwdLSEj///HOFssP0o6f6nTY+Ph6BgYHo3r27UW2Gn376CS1btlQ6W4sXL4a/v3+VpwaXZcGCBWjVqhV27tyJixcvwtraGkFBQcoUl7i4OPj5+cHNzc3k01OKp5O3atUKDg4O6NChAyZOnGgUyDIzM8Py5cuNRvFMfXILCAhQaiX9/PPPCAoKQsOGDdG5c2d0797dZOn7mzZtglqtLnFRAxivZhIYGAgPDw8ls+XJkydlnujXrVunpPcWFBRg+fLl8PLyKjWQpd9mx44dW2oQa+HChejYsSO6dOkCW1tbDBkyRPmuR44ciU6dOinbs/6/cXFxyrLqla3473769Gl069YNDRo0MKqlARRd8JmZmSk1Y0x5si1+QazRaHDgwAHY2NggJCRE+W707U1KSoK5uXml1YwyFX17U1JScOvWLSQmJiInJwcvXrxAfHw84uPjS+y7/fr1M+lAxeXLlzF58mT07dvXKDg2f/58mJmZlQhkGV5A3rp1C8HBwbCxsVGmP+qlpaVh4sSJJpvyCBgXnV6wYAE6deqEAQMGKNOo2rRpAzMzMzg7O8PX1xfLly9/49c+dOgQzM3NMWnSJCxZsgRNmzY12n6+/fZbJUOhKjMzykO/r23btg19+vTBDz/8AAsLC+W3yczMhL29vdGCCxkZGRgzZgxat25tsu3KcH/dtm0bZs2ahV69eiE6OtpoWygsLERmZiaeP3+ujDK/aqBEf9/Zs2fRqFEj2NraYvbs2cqF3fXr15VAVvEixsUVz3ixtLREr169YGVlBScnJ2VQY8+ePUqmu7OzM9zc3Cq1bozh59fvdwUFBUhOTsbUqVPh6uoKW1tbrF27FsOGDUNwcHCFV+zVt3///v3KVBkrKysMGzZMuZDWB7KGDRtmlLFhajqdDhqNBsuXL4erqyvs7e2N7tcHstzd3WFlZfVWNejOnDmDfv36oVmzZkpQQ+/BgwcIDQ2FpaUlsrKyqmXq+d69e9GpUye4u7sbZZhmZmZi3rx58PT0xIwZM4zaptPpEBcXBx8fH9y8eVOpIwb8nmkzY8YMjB8/HikpKZg+fbpSKP3gwYPKoJB+iipQeYM+pe03y5cvR9++fZWFmCIjI/Hs2TNcu3ZNaduiRYuUxxf/Xa5evWrUZ7169SosLS2VY/WDBw8QEBBgFMg6efIkLCwsEBYWVqnbdnH6z3/58mVs3rzZaMVqHx8fuLu7G32eyMhITJw4scxBk9K2UY1GgyNHjsDGxgY9evRQbo+OjoatrS2GDx9erYP7hvTfR2JiInbt2oXVq1crwfmMjIwS142LFy+Gi4uLyQLp+kHruXPnljgHfvfddzA3N8fChQtNmqms0+mQkZEBHx8fZbVgvblz58LW1hYrV64EUBRcT0pKMvlsAgax3nGGB9KEhARYWFhg7ty5mDdvHqysrDB48GA8fvwYqampGDp0KBwdHeHk5AQfH58qqz9z7Ngx9OrVC87OzrC0tERERIRSyD09PR0nT57EkSNHMGfOHDRv3vyt6o2UR1xcHJo0aYKoqCgMGjQI1tbW+OKLLzBu3DiMHz9emcrxxRdf4IsvvsCMGTMq9D7Hjx+HWq3G9u3bARR9H/pVCAcOHAgzMzMloPDo0SNYWVmhU6dOGDRoEFq0aFFjpnokJibCzc1NmUZ4/vx5tGzZElZWVvD29lai/AcOHMCUKVMqrfOgH1nQp1CPHDkSFhYWmDBhgnJxumLFCqjVapOMzBtmzhneFhMTAy8vL+VzP378GDt37kRkZCSio6NNNhX2l19+QatWrTB48OBSV6PSn/xv3boFc3Nzo5GYsjqvP//8M/r27asEvPQZWfpAlj64pH9+RkYGevXqpZyQ9PRBzTNnzijBA30nJS4uDitXrkTv3r0xcuRIo5PnzJkz4efnV+mrEBa/mNK3QT+C261btxKrZz58+BDJycnKc029CmFSUhJSUlKUjsbevXuVRS6Kj84+ePCgRmdeGQ6eeHh4wNnZGe3bt4enp6ey5PXz58+xfft2REVFYcaMGWjevPkbrUZUHrt27YKDgwPMzc1LXPjPnz8fTZo0werVq5UL6nv37uHcuXNKB/jOnTsICAhAt27dSgQ2TTXl0TB4pd9HsrOzsWDBAjg7O8PGxgapqanIysrCoUOHsHLlSgQGBr7x1Is7d+6gQ4cOSiFh/blErVZj2LBhyuMWL16Mbt26VUsWZGnKynZ6+PChsjqw4TQhfafZsAaO/nZ9jam3UfzidPbs2bC3t8ekSZOUWlLDhw/H8+fP8eLFC4wYMQJOTk7w9PREt27d3riO02+//YaEhAQsXLgQHh4eiIiIMApkdezYER07diwzk9bwuHT16lW4uroqmcApKSmYM2cOHBwclCyvGzduYO3atfj++++V51bGscXwc2/YsAFffvklIiIijAItv/76KzZv3gw7Ozu0bdsWLVq0ULbzigRcEhIS0Lx5cyWj9bvvvoOFhQWGDRumZC/r+2H6LB5TKa3mV3Z2NjZv3gxLS0sMGjSoxOOPHz+OkSNHljvTLDk5GefPn1cGps6ePQt/f384OzuXyOjQD2BXl+TkZAwaNEiZ1m1IH8C3trbGmjVrjO7Lz88vEehYv349vv32W+Tl5eHu3btITEzElStX4Ovrq5xn4uPjMWTIEBw+fLjSB8EN+4JPnz41Goy7du0aHj58CB8fH+Vc9Ouvv2LkyJHYu3dvmb/5gQMHYGVlhejoaKUfe+nSJbRu3Rrp6enKtmUYyNJPLUxISHjrekrlYRg4btasGZydnaFWq5V+3u3bt9GtWzdYWlqiU6dO8Pf3h4WFhdFMgrIUzx7UaDRK2YtevXopty9fvtxokZua4ODBg7CxsYGfnx/69esHtVqNmTNnQqfTITMzE1FRUfDz80NoaCisrKwqfA2u//5zc3ONBuT0GZhbtmwp0bdes2aN0eqEppKeng57e3ul/qjhvtGvXz+0bt0aK1euNNpHTPmbMYj1nnjy5AlWrFhhtCqFPtVUP3UCKFrt4tGjR5U6Xc9wA42Pj0fTpk3x3Xff4e7du1i4cCHUarVS2PfXX3+Fvb09XFxc0LVrV5Nf3OgV34GysrLg7++vXJSfO3cObdq0weTJk9G7d2/lpLtr1y50794d8+fPr1BmUV5eHjIyMjBlyhSYmZkhJiYGq1atUjpbOTk52Lx5Mxo2bIg5c+agsLAQ8fHxGD58OCZOnPjGFzCVofiUsvj4eLRr1w65ublISkrC4MGDsXHjRqSkpKBly5YIDAwsUcTclJ1knU6H9PR0+Pn5Ke9z5coVODs7Y9iwYXBzc8OUKVOU0ajY2FiTdWbOnTuHdu3aITo6Wgmyvnz5Es7OzmVOsTOlK1euwNraGgEBAWWOPGVnZ8Pe3l65aCmLTqfDnTt30LVrV6Ptq7CwECtWrIC3tzeGDBmiHCPS0tIQFBSELl26GH2fhw4dgpubmzJN2fC+1atXQ61Wo3379hg7dix69eoFV1dXTJo0CV9++WWlBDKKMzwOrVu3DqGhofD391cuAC5evIhevXrBz8/PqAZNWa9hinYsWbIE7du3h42NDaZMmaIcl/WBrHHjxpU6wltTAlmlLVt96tQpWFhYYO3atcpCAPopUvp6T2FhYfD09ERwcPAbdWRf14bSpmIcO3YMHh4eCAgIwNmzZ42eExERASsrK2RkZODQoUNo27Yt2rRpAwsLC+VCIykpSQlkFQ+QvC3DY6i/vz/c3NyUc8/Lly+xdOlStG7dGlOnTi3XSGnxVYHc3d2h0WiQkZGBkSNHIiIiAsePH4e5uTmmT5+uBEkqqw5QeZW2CmG3bt3w3Xff4d69e4iPj0eLFi0QFhaGuLg4/PTTTwgICECnTp0qdaqQvl3Hjx+Hra2tcrF45coVmJmZ4cSJE0hKSkJeXh4SExOxatWqV9Zx0ul0ym23bt3CuXPnlNcEigJlHh4emDFjhvIb3blzBz169CgxcBESEmLUf1u2bBmCg4PRv39/owuXx48fIzw8HL169Sr31DVTiIyMRIsWLRASEoKWLVuiX79+JbKJU1NTceDAAXTp0gVDhw6t8HtNnDhRyTh8/vw5evfujX79+sHDwwNffvmlMmj6448/Gq2E/bYMt9/du3dj9uzZ2LlzJ/Ly8pCfn4+NGzeiffv2CAkJMXqe4TZb1u9Q/Bh38OBBODs7o3nz5hg/frxysXjmzBn0798fTk5OJTKyqkppWcZAUYAnJCQEHh4eJabMZ2RkYNOmTUafv6x9edCgQbC1tcX333+vZPZER0cbZXMPGjTIaCCoMgJZhguFAEULZLi5ucHT09Oo9ueePXtgYWGhLJoQHBysLAoFlP2bDxo0CG5ubtiwYQNycnJw+fJlODk5GX0WnU6nBLLUanWVFus39OOPP8LCwgIxMTHIyclRapNNmDBB+Q3Wr1+PRYsWYeXKlW+0IIm+xEJgYKDR7Xl5edi7dy/UarVRUPh1K3lWpWvXrqFVq1bKdn7jxg00bNgQ3377rXK+jYuLw5dffokFCxZUeHVj/Wc+ceIEAgMDERwcbLRARVhYGBo3boyYmBiTDxKX9T17e3sr02iB3/f/iRMnol27dnBxcVGu2Ux9vmYQ6x2n1Wrx8OFDqNVqWFhYKMuC68XHx8POzg6hoaFGy/JWBsOL0oKCAhQUFGDYsGFGWUbOzs746quvcOvWLWWjTk5ORmpqaomitqYSHR0NNzc33L5922gEoWnTpvDx8cHevXtha2uLCRMmYN++fWjUqBG6dOmCtLQ0zJ07F/3796/QConLly9X6gE9fPhQWUmpTZs2RsEejUaDjRs3wszMDIsXL1Zur8wCta9jeKDRR+/v3LmDoKAgJCcnY+nSpZg0aRJu376NjIwMtG/fHubm5hg1apRJD1LFD5pZWVlwdXVVCpWOHj1auRgMDAyEWq2Gp6en0UieKTozd+/exfDhw9GpUyfY2NhgyZIlSE5OxvHjx+Hr64uLFy++9Xu8zq+//lpqIEv/fT98+BC+vr5KsfLXGTZsGHr16mU0clJYWIgNGzbA29sbVlZW8PX1Rffu3dG9e3dle9R/n3Pnzi01hX3ZsmWwsrLCwoULMWjQIDg5OWHdunWYPn06+vfvj8mTJ1fqSmjFtz/9xdTw4cPh7e0NW1tbJbvxwoUL6N27tzJtqTLNnTsXLVu2xI4dO7B06VI4ODggLCzMKJDVrFkzo+mYNY1hVoh+u5k5c6ZSeyklJQUODg6IjIxUjhMvX75ERkYGCgoK3mqlWf376Y8Jp0+fxsKFCxEREWGU/de5c2cEBweXCGSlpaXhyJEjyhLkFy5cQHBwMFq1aqWshPXbb79h4MCBcHZ2Nvn2cPDgQTRq1AhhYWHKoEZUVJRSM2jRokXo3LlziazF1zl+/Dj27NmDy5cvw9PTE3fu3MG6deswduxYXL9+XVkFTq1Wo2/fvlW+GvGb0Gc7TZ8+HV9//TXUajVCQkKQkpKC+Ph4ODg4oFWrVvDw8EBQUFClrEAVGRlZYurmrl27lAuqvXv3wsLCAtHR0cjMzISPj0+ptZwM27Ru3TqjgOjevXthZWUFa2trWFhYYNmyZUbfgaenJ8aNG4fw8HDs3r27xPkvMTERoaGhRsfs7du3Q61Wo2XLlsqFkf74cfr0aajV6irJ5jY8z27cuBF2dnZKoC46OhpqtRoDBgwo9fwUHx+P7t27G61s+yr6z/fo0SNoNBoMHDgQkZGRyM7OxuzZs5UVgvWrFru5ub12kZPyKj5Funnz5vDy8oJarcbUqVORmpoKjUaDDRs2wMnJySgbsrx+/PFHNGnSBNHR0bh//z6Sk5Px8uVLJWM4MTERAQEBsLKywpUrV0zw6d5c8Wm3M2bMQI8ePbBu3TqkpKQgPT0dQ4YMgbe3t1FGpSHDfaasC+UxY8bAwcEBa9asQU5ODo4dOwa1Wg1/f394eXnB09OzUqfIxsTEoFWrVspCH9HR0bC0tMTatWsxZswYODs7IzQ0FEDR1CkXFxe0bdsWXl5e6Nix4ytXnjQ83n/55Zfo0KEDtmzZgtOnT8PGxgaLFi3ClStXjLL7Hzx4gJEjR5o0KFuWs2fPKll9Op0OhYWFmDJlijKVMy0tDb169cKQIUNgaWlpVFD/VYp/Fzk5Odi9ezesrKyMgiJAUcBbn/E1fvx45fnV0VfasmVLif1s9+7d6N+/P4Ci36Zdu3aYOnUq0tLSMGLECKPj3tu2+cCBA2jUqBGGDx+OIUOGoE2bNkbXjmFhYWjWrBnWr19fYmGEijLcL48dO4Z9+/YpgxJHjhyBlZWVsiibXnBwMA4cOICQkBB06tTJJO0ojkGs94S+bk5ISEiJQu0nTpxA06ZNMXbs2EqbM7137144OzsbzYt++fIlOnbsiOPHj+Ply5do27at0rnYvXs3Wrdu/cadlreRlJQEOzs79OrVC7dv38aBAwfQpEkTtG3bFl27doWtra2yWsq5c+fQvHlzNG/eHCNGjICVlVW5Mwf0O/uCBQuMpkZmZmYqKynpU6gNp6pt3rxZWV2vOhkerM6ePYumTZsqxe1TUlKQk5ODjh07Kqs0pqWlISQkBJcuXSq1IHhFFZ8qm5SUBI1Gg5UrV+LGjRvYtWsXRo0apaTRR0REICAgwCRTGQ3r/Bh2Em7evIn169fDwcEBPXr0QO/evdG1a1ej7b4yGQayite0mTNnDjw9PV87pUb/G508eRLdu3fH5s2bS9SluHPnDlasWIGoqCjs3LnTKMNAq9WisLAQ3t7eyraqf/7Ro0dhZ2enpPgfPXoUXl5eSudO//pVJSYmBm3btlUC7Dt37oRarUbbtm2VUeuLFy/C1dXVZMW7S/PTTz8ZLWl86dIlNGrUCM7OzggLC1M6p9u3b0ffvn1rxMhicZcvX1bS4w2NHDkSK1euxNOnT5VjKVB04WVlZWWSAG90dLRRMfgDBw7A3Nwc3bt3h4WFBdq3b68cB/SBrKFDhyrbIVB0/O3Tp48S9H769Ck8PDzg6OiIJk2aKB2y3377DSEhISZdGffWrVtwcHBQVglOS0tD48aN0aBBA8yZMwc6nQ4vX75EZGQkunfv/tp92LD+RosWLbB9+3ZkZmbi2rVryMvLw4ABA7Bu3Trlcw8bNgzHjx+vktV+y+vHH3+EnZ2dsj/qs52OHz+uZIqmp6fj1q1bSE5OrpRMi+fPn6NXr17o0qWLUcbI2rVr4ebmhr1796J58+bKRXhBQQEcHBxeWa/s2bNnGDJkCFq3bo1Dhw7hxYsXaNu2LWJiYvDTTz9hwYIFUKvVRrW95s6dC19fX1hbW5eaVWN47Pz++++V2lxxcXFQq9WYNWuWUdb5r7/+Cm9v70qtfzZ+/HilH6e/GB8/fryyyuuFCxfQpUsXJXDfq1evEoGsU6dOwcrKqlzBtkOHDsHZ2RkpKSmIiYlBXFwcLl26hODgYGWK+M6dO5XFDEw5lcZw21u5ciVsbGyU49ysWbOUzMf09HRoNBps2rQJFhYWyqDmqyxfvlzZBrVaLTQaDaZMmaIETzIzM7Fu3Tp0794dbdu2xdChQ5Gfn49Tp04hJCTkjTJeKoM+ED1lyhRl29ZnoKWkpGDo0KHo2rWrUb2q4gzPe/v27cO6deuMSkKMHj0aDg4OyrFt48aNmDx5stGq0JWVYfjgwQNMnz4dHh4e+OqrrxAeHo6jR48CKJrWFR0dDScnJ4wYMQJA0Ta9dOlSfP3110rbSsvQNPyvXkhIiFL8Xq1Wo3PnzmjcuDGaN2+OXr16YeDAgThw4MBb1VR7UwkJCWjcuDEWL16sTKvXaDTw8vLCrFmzABQFcSdNmoQXL17gu+++U4KL+oGksorX66WlpeHp06dGq3Y2a9bMKJCVk5ODsLAw/PLLL9WamZ6dnQ07Ozu4uLgYJW5s2rQJffv2xfXr19GuXTulH/T06VM4OjqWq7blqyQmJsLOzk5ZNfvKlSuwsLBAixYtlGMuAAwdOhQ2NjYmSQ4x/P1mzZqF5s2bw8bGBo0aNcKqVasAFA3Y6KePDhs2DD4+PnB0dARQlDTSrVu3Sok/MIj1DtJvUC9evEBGRoby94YNG6BWqxEZGVliLvxPP/1UqXOmk5KS4O/vD19fX6ML+qFDhyIgIECJSusPUvpCo5Vd2Fl/oExOTkb79u3h4+ODDh06YNOmTYiIiMAXX3yB7t27IzIyErNmzYJOp0PXrl3Rpk0bDBgwoEJTX4qfWBISEvDVV18hIyMDGRkZmDZtWqn1mjQaDbZv317hNFNTMDyxbNq0SSkWaGdnp0y7efz4MaysrLB+/XpkZGRg4MCB6NGjR6krzZiiHZcvX0azZs0wffp0owyrgQMHGq2+FRgYaFQkv6LtMKzz4+bmBisrK/Tq1Qt37txR7rt37x5++OEHZd67q6sr8vPzqyRAU1pG1uLFi9GkSZMyLwJKC4rk5uYiJCQE3t7eOHXq1GvbXvz77N27d4lpEunp6SVq2jk6Or7xyNzbGD16tLICnt706dMxf/58AEXbUffu3bF27VoEBwejXbt2ymjanTt3TNoxKv5979q1C15eXnj58iUSExMxYMAAbN26FRs3boS5uTnCwsJKZMrWtEBWenq6ssqSvvMKFF2wOjo6ws7ODtOnT1c66omJiWjfvr1JskDOnj0LOzs7+Pn54f79+wgMDMTOnTuh0WiQmpqKXr16wd7eHpcuXQJQtO86ODhg5MiRSuZRSkoKWrdujdOnTyM/Px+TJ0/G5MmT8fTpU/Tu3Rs2NjbYsGGDkkVcUWlpabh8+bLR73fy5El069YNBQUFSEtLQ2hoKGbPno3t27ejQYMGWLZsGR4/flxqPZiynD9/Hl9++SWmTJlidPuDBw/QrFkzZYrsokWL4OLiUmNWISy+Xe/Zs0cZwTbMdsrOzkaXLl2wf//+177G2zAcsPjyyy/h6+urXCTfvn0b7u7uMDMzMyrVkJ6eDnd399eu/nbt2jWEh4crFzWG56u0tDQsXbq0RCDr/v37pU73NDw+P3r0CO3atUPbtm2V3/WHH36AWq3GtGnTcPLkSSQmJiIwMBA9e/astGPJnTt34ODgADs7O6XPmZ2drayonJaWhsmTJyvH4NjYWGUBA30h4KdPn2Lp0qWwtLR8o1XLgKKs44CAgBI1GpctWwZfX1/lu5o5cyamT59usvIZy5cvN6qVmJ+fj+DgYGVZ+/Pnz8PNzQ2TJ0+GWq3G9OnTkZqaCq1Wi7i4uNeeY9LS0jBp0qQSfcDw8HB4e3vj5MmT8PT0hLe3N0aPHo3ly5fDxsZGWZnubTJd38aJEydKnXZ7/PhxpQ/96NEj9OzZs8wp88UvlC0sLJTMG31AACjKMrGzs8P3339fYjGUyphCeO7cOSX4/+jRI0ybNg0dO3YskfWWnZ2N6OhotG/fvsSKkUDZ/VF9mw8fPoxRo0Yptw8dOhSNGzdGu3btkJKSgl9++QU7d+7EhAkT0K1btyq9TtAvBLZ06VJlPz948KASOB48eLByvlm/fj28vLzQpUuXMgdNDH/rJUuWoGfPnrCyskJAQICSubpv3z4laLdlyxb06dPH6FhWnYGslJQUdO7cGR4eHkr/5vjx42jevDlatGhhdJzPzc2Fj49PiVqbFbVz5050794dQNHgS0hICMaNG4elS5eiWbNmRlMLTVETz/C3On36NDp06IArV67gl19+Uc5f+hImiYmJGDNmDCZNmoQFCxYov9WkSZMwaNCgSgm6Moj1jjEslt61a1f4+PgYrea3fv36MgNZlUX/3ikpKRg4cCD8/PyUEedt27ahdevW8Pb2NorC6lf6qczaXIDxSl+bNm3CF198AQsLC1y6dEnpCDZo0ADNmzdHs2bN0KFDBzRr1gzXrl2r0A63YcMGjBo1CkOGDFE6pl9//TXatm2LOXPmIDMzE1lZWZgyZYrJCo9Xhnnz5qFNmzZYuXIl5s+fj379+qFdu3Y4fPgwgKLsiyZNmsDBwQFdunR542K2b8LwoLlo0SKEh4crWQsTJkxQCqkHBATAz88P27Ztg7+/P7y9vU1WJyUuLg6NGjXCnDlzcPDgQdjb22PgwIG4detWidfet2+fyTMcXvc96gNZgwcPRkREBBo3bmxUY0VPP1pT1us/f/4crq6u8Pb2Rnx8vLIvv2o6kz6FOzIyUlmBpqz3uHz5Mjp27KiMWFZWkO/Ro0dYuHBhiX128ODBCAsLw4sXLzB58mQsWLAAOTk5SkaWWq02CnyZumO0ceNGPH/+HHv37kVoaCiePn2KRYsWYcaMGXj27BkKCgrQpk0bODg4vFVNmMpmWHti3bp1MDMzU1ZZevr0qTL91HCFsTlz5sDDw8NkwZNLly7BwcEB7u7u8PX1NerEv3jxAj179kS7du2UjKxjx44Z7ZcajQbjx4/HTz/9hH379mHYsGHKctchISEwNzdH27Zt37qIe1xcHHx9fZUizLdu3UJcXBzat2+P9PR0rFmzBuPGjcONGzfw/PlztGzZUimK+6YjlXl5efj6669hbm4OX19f5fbCwkI8e/YMfn5+sLe3R7du3cqd4VJVEhISkJ6ejm3btsHJyQmxsbFG2U5arRbOzs6Iioqq1HYY7vMnTpyAr68vXF1dlT7MihUr4OjoiBEjRuDSpUtISEjAwIED0aVLl9fWMwKKiq6Hh4ejWbNm8Pf3N3qcPpBlbm6uBHpKU/x8oNVqcf78eXTq1An29vYlAllqtRrBwcEYPHiw0sbKCmTpBwfatm2rBKHOnj2LCxcuICEhAX5+fkpG5IYNG9CjRw+sXr3aqF0JCQlvvPz7zZs34eTkhDZt2iivq/++Fy5cCFtbW8TGxmLSpEmwtLQ02cX+yZMn0aJFCwwdOlT5Lp88eQIbGxvs3r0baWlpCA8PV7KTIyIi0LBhQ/Tv398oG7WsbUY/xV5/Dj579qyS5RAfHw9vb2+Ym5tj2LBhStAqMzMTnp6eJaZOV7UffvgBAwYMAGAciM7KykKXLl1w5MgRAEXZia/L1r9+/Trc3NyQmJiIhw8f4ocffkDjxo2Nao+GhYXB3t4ea9asUa4hKqtvsW7dOri7uyMzMxOXL1/G/fv3MX36dDRu3LhEVnJOTg42bNhglHVXWrvWr19vlJ2u1Woxbdo0o2AdUPQ5mzZtik2bNinnBq1WW2UDXIbbamRkJGxtbZXgtL4t8+bNg7e3t/K46dOnY+nSpWX2IYvXKtWvdr5mzRqEhYXB3NxcmakSHx8PT09PuLu7IyAgwKTXGRWh0+mU97579y6cnJzg5+enBGpnz54NtVqNTZs24f79+0hLS8O8efPQtm1bk2XDxsTEwM/PD48ePcLy5csRHh6O1NRU3L59G+bm5lCr1Ur9NVPuE/v27cPIkSONtnnDgRjDTDOdTocrV67gzJkziIiIQIsWLd66FmpZGMR6RxhujAcPHlTSlSMiIuDo6IiQkBDlgLN+/Xo0bNhQGWWubPqd+vbt20r9GWdnZ2UEdfbs2XByckLPnj0RGRmJ0NDQKinsrKdfhXD69Ono168fGjRogEaNGqFp06bw8/ND37590blzZ1hZWaFNmzYVbldkZKQyfz04OFip/wUUBYXc3NwQGRlpFMgyMzMrsTRpVbty5YrRSeHOnTvw9PQ0KsJ68+ZNTJkyBXZ2drh06RLy8vLw888/48CBAyZfMlVv5cqVsLKywsmTJ3Hu3DnExsaiRYsWmDRpEp4/f47ExES0bdtWWf2konVSil9kP3nyBF5eXsro6osXL9CuXTs0atQIPj4+lTIClpCQgOPHj5frYlOfRlxWcc/NmzejX79+KCwsLLUgt/7/09PT4e3tjS5dupQaCCpLUlISLCwsMGbMmDKPM7NmzYKPj49JVg17U5s2bVJqAyYnJyujRv3791dW1ty/fz/Cw8OxevXqSlvJKDU1FS4uLkp2YFJSEp49ewYPDw8lcJaUlIT+/fvjwIEDNS7zypC+bQkJCZgyZYqy6p2+Joa+9qKDgwMCAgIQFBRk8uCJVqvFhQsX4O3tDbVarVz06dv24sUL+Pn5KYMUQNH3e/78eeWYnpGRgfz8fISGhhplMI0dOxZHjx41SWbws2fP0Lp1azg5OcHCwkK50D579iyys7MREBCA6OhoaLVaPHv2DEOHDsWGDRve+CJe7/Hjx1i8eHGJJeWBoqks3333HRYsWFAlNVPK6/Lly2jdujXOnj2LlJQUeHp6omHDhkY1ojIyMuDh4VHpter0Zs6ciT59+qBHjx5o2bIlnJyclEDWmjVrlO2uY8eO5T7f3Lx5E6NGjYKZmVmJ4tD62pstW7ZEenp6iQuP4tP7z5w5owSL9HXQDANZhw8fVurG6IO4lXFsMWznxYsX0bVrV9jY2Cht0+l0yhR/veDgYGVaHFC+up+G76cfBBw3bpwypRIoGkj18/ODk5MTvL29TXr80S/C4+rqisGDByvfaUxMDC5evIi9e/ca1eKbNWsWvL29ERER8dptJD4+Hmq1Grt374ZGo4FGo0FYWBjatWuHTZs2ASgKwhcfLFu4cKEypbKqlBWUcXFxwZ49e4wC0YWFhXB0dDTar4Gyt8dNmzYhJCQEY8eONcp427VrFxo3bmyU4TJ27Fg4ODhg586dlVob6ejRo+jduzdat24NtVoNoGg7mz59Otzc3EqU/8jKysLBgwfL/M21Wq0ysG34eUaOHInRo0cDMN4vhg4dCg8PD6xcudJk9Y3Ko3jyQdu2bbF06VKlz7d8+XJ06dIFW7ZswezZs2FtbV3qglTFp7VduXIFo0ePNqqTlpKSgoULF8LKykqZclxQUIAHDx5UarbdmzKsqRwcHIxOnTopdXj1n3ny5MmwsLBQVm23s7OrUPF9w2BlVlaWsj09efIEp0+fRmpqKvr376+co5KTkxEQEIDdu3ebfNZVSkoKRo0ahWbNmhllCwK/B7LMzMwwZ84cAEV9sZCQEDg4OKB3796Veq3PIFYNV3x1gdu3bxulYicnJ6NVq1awsrJCUFCQsoOvXLkSLVq0MDrBV6a4uDiYm5tj9uzZmDlzJlxdXdGlSxelgPnOnTsxaNAg9OjRA+PGjavUws56Op0Oz549g5OTE6ZNm6ZkER0+fBiWlpZwcHBQdvbMzEyMHTtWKZpa3hPijBkz0LJlSyUbpqCgAN9++63RCMXSpUvh7u6OWbNmKYGssLAwtGjRAllZWdVSoHDEiBEYNGiQ0XvfuHEDzZo1K1G34tq1a+jQoQNsbGxKLPtt6gwWnU6HQYMGKdkeesePH0fjxo0xfvx4ZGZmIjc3F2lpaUYdnvKIiYnBwIEDjUYJbt26BUdHR9y/fx9ZWVkIDw/HzJkz8ejRI9jY2CA4OBiHDx82WYHk2bNno23btspJ79ixYwDebBTlxo0bZV78Pnv2TPld9BkngHEHUv99ZWZmYubMmfDx8YGzszNiY2ORmJj42oufHTt2wNzcHCNHjlRWKQSKjkvz589Hs2bNKj1YbbjtZWRk4Msvv4Szs7NRbZuFCxfCyclJ+TsoKMhoNaHK6BgVFhZiwoQJ6Nu3r3Kbvk5UUlIS0tPTMXjwYKMLopocyIqPj0fjxo2xfPlybNiwAREREWjQoIESyEpNTcX06dMRHh6OhQsXmqQGTWn7wKVLl9ChQwf4+voq0650Oh127tyJdevWISgoCHfu3MHevXthY2OD5s2bw8XFxWiksE+fPhg/fjyePHmCxYsXo23btuUOIpVGvy1u3LgRarUa9vb2SExMVD7HtWvX0KBBA+XiesGCBfDy8jLKYHvV9/D06VPcuXMHd+/eRU5ODrRarTL6q58CVxOVtl0PHjxYmRaxbt06ODk5YejQoTh9+jSOHz+OoKAgo+zayrRv3z60adMGly9fRk5ODtLS0jBq1Cj4+vpi+/btyme4ePEiHj169MrzjWH295EjR5SsmVu3biEsLAxt27ZV6knqpaenvzZjUT9IZm5ujh49eijBMH0gy8HBQXmNPXv2QK1WY/LkyZVSI6n476nT6XD58mV4e3ujbdu2yiyAtWvXKtPBunXrVqHi24aPK15M3draGt98802J7+7Ro0ev3afKQ/95c3NzsWnTJjg7OyM4ONjouB0cHKxk0mi1WgwcOFC5wDR8jdLodDqEh4ejefPmyu96584djB8/Hm5ubkpmysuXL7Fy5Ur4+voiNDQUVlZWVbo6neEAl35AACgqr+Dh4QEzMzOj4+zz58/h7u5eYtVqPcPvJC8vD7Nnz0bz5s3h5+dn9LiCggL88MMPsLCwMCph0LdvX/j5+VV633ns2LFQq9VwcnJSAob6qYXu7u5l1rEtfuzatWsXHjx4gMzMTKxevRoODg4IDw8HUDTrwLAvYCgwMBBeXl6VtviVobi4OJw5c6bMVbAjIyPRpk0bLF26FM+fP8fly5fRo0cPODk5oWPHjqUGjocNG6aUlNDpdLh48SIaN24MMzOzEqtp379/Hz4+PkbT4vRqQv/o/PnzaNasGWJiYnD58mVcvHgRnTp1gqurqxLISkhIwI4dOxAXF1fuus/Xr183mqF07NgxBAUFwdfXFxs3blRWvLx48SKsrKyU/vWiRYvg6+ur3P82Stufrl69itGjR6NBgwaIjY01ui8tLQ2RkZFGWeH60gmVHXhlEKsG++abbzB+/HijUZYTJ07A2dkZubm5yjLakyZNQkxMjLIqhL5jXxUHPJ1Oh4yMDPj5+RmtjHj//n2EhYXBx8fHqG6ERqOpkgORfifcvHkzzMzMYG1tjZCQEGWkPSUlBdbW1ujcuTN27tyJr776Ci1atChRz+dNLFiwABYWFkpATD9yoc8U2rx5M1atWoWbN29i+vTp6NixI2bPno2MjAxkZ2dXaZZKcXl5eUp779+/j4KCAjx8+BDOzs7YuHFjiZHSgIAAODg4wMXFpdJS2LVaLXJycuDi4qKM2hrWqVmwYAEaNGiA6dOnG02Zrch2pS/cO3r0aCWQ9fDhQ/j4+ODq1avYunUrRo0ahQsXLqCgoABdu3aFWq1Gz549TbJM/eXLl+Hs7IzExEQlA84wXTc9Pf2tO+OnT5+Gubm5skooUHpGVn5+Ph49eoQFCxZg5MiRcHd3x8KFC18ZrNNqtdi9ezdatGgBe3t79OrVCz169ED//v3h4+NTZdmWwO/TMe7du4dx48bB3d1d6fzv27cPjo6OGDBgAHr06AEvLy+TBq7K2vYePHgAKysrZTRdv9iFubk5nJ2djVYtqgkdtLIUFBRg3LhxmD59unKbflpmw4YNlRE4U9Ifw8+cOYOZM2ciPDxcqUFy8eJFZXGFFy9eIC0tDd7e3ujatSv27duHpKQkODg4YPPmzTh16hTGjRsHT09PJSgeFRWFNm3awM7OrsIjpa+yfft2rFq1Cg4ODujcuTPOnz8PrVaL9PR0+Pr6wsbGBv3794elpeUrs0UMMwz0BesdHR3h4uKC7t27IykpCVlZWZg3bx7UajXWr19v0s9haoaZJL/99hu8vb2VrMRVq1ahZ8+eUKvV8PLywoABAyplFcLSLF++HD169DDKWk1JScGQIUPg4OBQ6sIdpe2v+uceOHAA7dq1g42NDUJCQpSLEn1Glo2NTZkX9qW9/o4dO2Bvb4+EhATEx8ejb9++6NatmxIM++WXX+Dl5YVGjRop/b5Dhw5BrVZjxowZlXasO3/+PH7++WdlsPTq1avw9vaGjY0Nnjx5Aq1Wi7lz5yIgIAATJkwo9++p/z5PnTqFqVOnIiAgAJMnT1ayofVTnJYtW1ZpNd+KT3/LycnBpk2b4OTkhCFDhij3jx8/Xinc37dvX6NzzKuCLIb3TZw4ERYWFkqf+d69exg7diw8PDyUIHVcXBxGjx5dpVmWxQc0ly1bBh8fH/Tu3Vs5x65ZswaOjo4YNmwYLly4gB9//PG10271Ll26hOzsbLx48ULJLtVPpdQrKChATEwM+vTpowTTpk6dCg8PD5OXJTHMXNcvJrRhwwb4+fnB09NT+d4fPnyo1MiaMWNGma+nL63QoUMH5RiYlZWFVatWKQteLVy4EGq1Gt27d0fXrl2xZMkS7NmzR7kmqYryMPqMQLVaDUdHR3Ts2BEjRozAxo0bcfToUeV7nzdvHjp06IClS5dCo9EgKysLqampZQZQbt26pTxXf72hX+wgJCSkRMAsKCjIKEutJomOjoafn5/RMTUvLw/e3t7w9PSs0DWknn6BDn39rISEBJibm2P8+PHo168fWrRogXnz5iElJQXJycmwsLBAz5494e/vj5YtW5qkv214fH/48CGuXLmClJQUFBQU4MmTJxg5cqQyhdpQZmZmtWTLMYhVg+kLtX/11VdKNPfEiRPo378/bt++je+//x5jx47FvXv3kJWVhbZt2yrp7hXJJqoojUYDDw8PZUqD4fLHbm5ucHd3r5bOdUJCApo1a4amTZsiIiJCWfL4/PnzyupqX3zxBRo3blzhC+6UlBSlnknxTtSSJUtgbm6Ozp07o1WrVkpNqaVLl6J169ZYuHBhtWRfAcCECROMXUHi5gAAt+1JREFU6nFFR0crRY+BokJ8VlZWiI+PVzqeWVlZCAwMxPLlyxEYGIjIyEijTn9FlXXxHhERAQcHB6XDoD8wRkVFKVM7li5dCuDt5n5v2bIFnp6eGDlypLIN3L17F4WFhRg8eLDyHlqtFqNHj0ZcXJzJ0vcvXLiAVq1aKe+7ePFiJdiUlZUFe3t7ZVpjWSvZFFf8/gcPHmDevHmws7MzWh3JsGNZ/DmFhYV4+PDhG3/O5ORkrF+/HlOnTsWMGTMQHx9fpcFZfedLf0Gs7/y7u7tj48aNKCwsxJIlS5SgvylXMjLcfn/44Qds3LjR6Lbp06cb1Tt68eIFNm3ahF27dpW5alFNow/gFi9Ym5ubq6ygFBERodxuquPawYMH0bx5cwQHByM8PNyos3v58mU4ODjAz88P6enpyjLzfn5+mDBhgtF0wdTUVEybNg1ubm7KeerXX3/F0aNHyxxxLg/DTKns7Gzl90xNTUW7du3QuXNnZYrjyZMn8fXXX2Pq1KllTk2+dOmS0QjmTz/9BAsLC6xevRoZGRlKhsvGjRsBFAVH58+fD7VaXWYdvOqmL+q9ePFiZRGD6dOnIzAwUHmMfuGDJ0+eVFqHuLTMnqVLlxqtfqk/Lly+fFlZRbT4NMCynD59GhYWFti4cSNycnLw8OFDZGRk4OrVq8rF3pgxY2Bubo4DBw689vXOnj2LWbNmGWWWJiUlISAgAF27dlUuJs6fP4+wsDCjgafDhw+bNOvd8Li2YMEC2NnZwdzcHH369FGys/WBrHbt2ilTjgy35fL+nnFxcbCwsFCmW9na2sLZ2Vmps6gvqbFw4UKTZCEYMvy8t2/fVrI1NRoNtmzZAicnJyWT/cqVK/D390fHjh0xePDgNw7Y6d/j1KlTSp/f2tpa2d705zI3Nzejfbuq+o7ffPMNHB0dlUCufpbH0qVL4efnZzSlLjo62mjarWEdo7K+h/j4eDRt2hQrVqxATk4OsrKyMHfu3FKzSw1f4+HDh5g+fbrJB8oMf/NHjx4ZZegeOXIEPXv2NApkPX78GKNGjUJYWNhrfxN9H+Dq1au4d+8eNBoNVq1aBWdnZ5iZmWHkyJFYvXo1Ro8erUxVa9OmTZX1pTQaDaZOnarU1Bs1ahT69++Pli1bKrWDvby8EBkZicaNG8PZ2Rlz5swpc8ZP8e8jJiYG7dq1U/bT9evXo23btvjmm2+Ua1z9whCvWsWyOs2aNUtZdQ/4/Tc9f/481Go13N3dlUBWRfbR0NBQtGjRAtu2bcO4ceOMjvtLly5V6ivrdDocO3YMYWFhmDBhQqlTOMvLsL2LFy9Wyuy4u7tj4MCBSE1NRVJSkpJRXNpATFVf0zKIVcPpCxBHREQgLS0NeXl5uHz5MjIyMtCvXz9lFCQtLQ1BQUE4dOiQSTrl5ZGWlobOnTtj0qRJSuE7/YY8depUWFlZYdiwYZW2EqFh0WGg6KTy5MkTzJw5ExEREVi0aBHatWuHoUOHonPnzlCr1Rg0aBDGjx+PmJgYnDp16q2y1s6ePYt27dphxowZuH//PoCikd3mzZsjLi4OqampyMrKgq+vL3r16gWg6ABhiukrFaGfO21YqD0nJwcdOnSAi4sLLly4gMLCQgwdOlSpQbVkyRL07t1bmR45YcIEpZDn2zDsMOzevRtLly5VgmM///wzfH190adPH2Vqkn75+L1792Lz5s1o2rRpudN1S3vvzZs3o1OnThg5cqRyYZmZmQkbGxtlBaQFCxbA3t7epPUn7ty5g+7du8PV1RVz5syBs7MzvL29cebMGZw/fx69e/eGj48PHj58+EYjcYadvEePHin7XHp6OhYsWAAbGxujQFZp00JKu72m00/HaNasmXJRp+/8u7i4GGVSmLKGm+EJ+8CBA7CxsYGTkxOcnZ3xww8/ICUlBdevX0eTJk2Mivsaqs5VdspjwYIF8PHxwS+//GJ0+/fffw97e3vY2Njg6dOnJuvEJCUlwc7OTsliS09Px7Vr17B8+XJlpPLy5cto2rQpAgICoNVqcfPmTfTr1w9NmzYtUUT7yZMnmDZtGjw8PIyyEt+W/vMePXoU/z977x0Q1Zl+jz/GJLtpu8nuJlt+STbfZDeDgHQGYejggDAgKFVQdEQGC0VUQBRFQcSGKCqiKBZs2As27AWNYAEVVLCBIiJNUWBo5/cHn/vuDGBlwBLOP8q0+9573/uW8zzPOQMGDICVlRVmzJjBFpVlZWUwMTGBvb09MjMzsXnz5hdmUCQlJaFv375scdzc3Izw8HBGEpaWlsLMzAyzZs3CnTt3kJiYiJqaGuby1hWl+q+C1mPI3r17mV28r68vy57R0dGRW6i/6DcU2aanT5+yLNPLly9DSUlJzlEJaNmYeHp6YunSpa/UlubmZsTGxrKsjMrKSixduhSOjo7Q0dGBk5MTHj16xDQmX6Rd0tzcjMLCQmhqajKzHllwRFZrR2gAnR7E5HRrDhw4gOzsbBgaGmLo0KFyRNbAgQPB4/Hkgnuv26YHDx7A1tZWrn88efIEzs7O6NevHxNLHj9+PEQikUJJLNn7HR8fD2tra2hoaCAqKgqlpaWor6/Hpk2bYGlpiYCAAHZub0LAHj16FCoqKoiPj8esWbMwatQo9O7dW24uCwsLg0AgYNeiqzaLt27dgkQigZOTE5YtWwY/Pz92n6urqxETEwNra2s56YdLly7hwYMHryzzEBoaCnNzc6b79PTpU8yePful2aWvaoTxqmhtKmRnZwcejydXFnr06FG4ublBJBIxLbT8/PznCtb/9ttv2LhxI9asWYOzZ8+isbERffr0gZ+fHwoLC1FXV4ekpCRWLcLh8ePHKC4uRnFxsULP8WWQSqUIDQ2Fvr6+nCP5jRs3kJKSgsmTJ2PIkCFMF1PWIbU1ZNc2x48fx2+//QahUIiBAweygMHKlSshEAjg7u6OSZMmQSKRQCQSdYqT3euivWcsOzsbOjo6bXTeLly4wDJk32RvJxt8GDt2LHr37g1jY+M27rzx8fHQ19fHvHnz2Ppe0fPk0qVLoa+vjyNHjqCxsRFBQUFQVVVla9g7d+6wEtvWWZpdjW4S6x2F7MOzZcsWZtfLDRZ3796FQCDAqVOnALR07P79+3d6yinXrsLCQmRnZ7P27N69GzweD8nJyXITVnh4OGbPnt2pkYRbt27JlVxYW1vD1NQURkZGsLS0xNq1a6GhoQFlZWXY2toiKioKv/76K1RUVBQ2QWRlZUEgEGDBggWYPXs2EySXRUxMDGxtbRVyvI7i6tWrGDt2LIyNjVnqek1NDaysrCAUCpm+0ZIlSyCRSODm5oawsDA20IaFhSEqKkphG3BO78PDwwNz585lfSg9PR0eHh5QV1eHq6sr+vXrBysrK0ilUmRmZsLBweG1CMjWRKrsxOHr6wstLS25jKywsDCoq6vDxsYGffr06RSXryNHjiA8PJyV0piZmTGXER6Ph169eqFPnz6wt7d/ru7NyZMn5c5t4cKFcHBwgImJCdssPn78+JWIrDfF87RLFI0XOYJNmjSpzeKfi2JzAusv+o3Xgew5xsfHY/DgwTh//jxyc3Mxbtw4CIVCmJmZYdu2bZBIJAgICHgrwqyvC+688vLysGPHDmRnZ0MqleLChQuwtLREcHAwcwAEgOjoaERHRyu8pOPcuXPw9PSEVCpFSUkJJk6cCFtbWxgYGIDH4zFiIScnB3fu3EFeXh7q6+uZWD4n+iuLhw8fIiQkBK6urgotP+LMVmbNmoXIyEgIhUJMmDCBRWQ5IktPTw/a2trtkhfcdedKB2RfGzlyJNavX4/S0lIYGRmxUov09HQIBAJWCv0uEKKt51TZzciECRNgYGCAjRs3wszMDMOHD4e3tzfc3d1ZAKizIDvOrVixAt7e3hgwYADLPk5JSYGysjKmTZuGU6dOscy+8ePHvxa5P3/+fBgaGmL79u1swxYREYGtW7fCyMiIZV+1t0lr7/fPnTsHS0tLODk5yWkbAv8ryZR1buts5OXloV+/fkxO4Pr169DW1oaRkRFcXV2ZeUZOTg5CQ0PfqE9y1+H69esQCoUsiMXN11VVVdDX12fGOQA6bY05Z84c6OrqYs2aNayPzJgxA48ePWJEllAoxKBBg+TmhFedV2tqaiAWi9uQlDNmzICqqqqcRlZERITCnZBfBO4cCgsL4e3tzdwwZceviooK5lQ8a9as5/5Ga7Tu/2FhYTAxMUFSUhJqamrkyqRbb+Q7GwsXLoSenh7S0tKQnZ2NsrIyPHv2jJFmGRkZcHV1Zeu152laxsbGwsbGBra2ttDT04OHhweAlj2diYkJJkyYwDKyVq5cCWNj43eijK6hoYEZcKWnp7c5r8bGRlRVVSEvL6/dPZSrq6ucRurixYthaWmJq1ev4vLlyyxYyxFZKSkpUFFRgY2NDat8AF7P+EHR4J7lc+fOYcaMGYiPj8eFCxcAANOmTYNQKGRtraqqQmxsLPz8/N6YWG29Zg4PDwePx8OSJUtQU1Mj997ixYsZ6a3ITOXGxkZUV1fD09OTaUGeOHECGhoa2LVrFzIzM1nAJCcnB4sXL37ra45uEusdRHsbwNTUVJaR9fDhQzx58gRmZmYwMzODk5PTS7U1FNmugwcPwsTEBPr6+uDz+aw0gLPaHDt2LCIjI1l9f2dmHHH185MmTUJ4eDiUlZURHx+P5ORkiEQi9O7dGwKBAP7+/oiIiICpqSns7e2hpaXVrs5FR5CZmQkdHR2oqqqyzZOspkloaCgb5N5WGaHspJCWlgaxWIw+ffqwjCyOyLK0tGQDNtAS/SwpKcHNmzcRGxsLHR2dN474tx50N2/eDIFAwH7v0aNHuHr1KlavXo27d++iqKgImzZtwsKFC+UisjExMXB3d39lzajVq1cjODiYLYhlJ+bly5dDT08PkZGRsLOzQ1BQEO7du4fy8nLs27cPa9euVfjisXUfWL9+PYyMjFBWVoa8vDzk5+cjNTUVAoEAMTExSE1NbXejt3btWrkyopUrV4LP5yM5ORnBwcHQ0dHBjBkzUFZWhidPniA2NhZGRkZy5V/vI5KSktq4ADU3NyMsLAxqamos1fnu3bsIDQ1F//79WQaPInHw4EF4e3szQX4OFy5cwLJly9CnTx8IBAIIBIJOdQtTBGQ1ffr06QMDAwNoaWkxkdUDBw5AKBTC2toaw4YNg6+v7xtrCb4M169fB4/Hg4+PDzQ1NeHm5oakpCSUl5fDx8cHAQEBcp/t3bs3I3Py8/Ph5eUFNzc3VmLKobS0VKEb3ps3b0IoFLK+9ezZM+jo6MDMzAwTJkxg49rjx4+Rlpb2XLKGGxcnTZqEESNGAPjf/QgICED//v1hZmaGiIgI9tnz58/DzMzsncm+mjFjBsRiMesPXNkkl7nx6NEj+Pj4YN26daiqqkJQUBD69u0LHo+HgwcPdkkbY2JioKOjg7CwMIjFYmhqajIHyZ07d0IgEKBPnz6wsbHBoEGDXqhZx90f2Y1LTk4OvL29oa2tjZCQELnMRUdHR6Snp7fbLtnfv3r1Ki5cuMACExkZGTAzM4Ovr28bLcp79+516XiSlZUFS0tL3L9/H/n5+Rg9ejS2bduG4uJiqKmpwdPTk2Uvc3hdDSwuoyonJwcqKipyYyt3P0aMGNGmvFnROHPmDMzNzZkWX15eHpSUlMDj8RAaGoqysjLU19dj9erVCAgIeOl9KC4uRk5ODvbt24e8vDy2ibexsWEaULLro5EjR8LY2JitJ7tyU9+amCksLMTIkSOhpKTEKkA4VFZWYtasWejTp0+7mVNnz57Fnj17mMnAtm3bsGzZsjaBj4kTJ4LP52PlypWstHDdunVdWm5fWFgIR0dHlmFy584drFy5ElZWVnB3d2eb++LiYmRkZLC+3Xo9FxsbCz09PZw9exZPnjxBYWGh3LyTlpYGAwMDBAcH4/bt25BKpUhOToaGhkaXrc1etA9paGjA2LFjoaWlhcOHD8s9wy+6Hx4eHky3GWjJwB03bpxcxk5OTk67RJaRkRGmT5/epW6b7UHWhVBDQwNOTk6wtLRkmehVVVWIjo6Gjo4O9PT0YGdnB4FAwMaJVwV3Tbl/jxw5IreuGT9+PNTV1bF9+/Y2AdDExMQOuxBWVla2yV6trKyElZUV7t27xwgszkEyNjYW1tbWbZ7bt0lkdZNY7xi4h+fChQtYvXo1wsPD2QJp69at4PF4mDZtGpqampgD2MKFC5+rraFoHD58GKqqqli6dCnOnj0LLy8vmJiYML2PgwcPYsSIEfD09ERQUJCc61tnIC4uDioqKujXrx9UVVWhr6+PVatW4fz58zA0NISZmRmcnZ2ZcK9UKkVcXByMjY07JU330qVL4PP5mDVrlhzpERcXB21tbYXULSsCsbGxcHV1haurK9TV1eWEZmtqamBtbQ1ra2scP36clemMGDEC5ubmsLe3f2PCVCwWY+bMmXKvJSQksIjqhQsXMH78eBgYGEBDQwMGBgasPLaxsZFFAsLDw6Gtrf1aegjLly8Hn89HZGSk3POSmJgIPp/PNlobNmyAra0txo8f3ymb89bgnvnly5fDzc1N7r0jR47AysrqpRk8EydOhJqaGlJSUhAUFCSXBbh8+XIIBAJERUUxIisyMhISieStkamviz179mDBggUIDg7G2rVr8fTpU4jFYmhoaODo0aNyk2h9fT08PDxgbGzMFpy3bt2Cu7s7goODFTrhZmdnY+DAgdDU1GSkb+sIc2FhIbZv3w5ra2uEhIQo7NidhePHj0NdXZ1l1YaGhsLAwACLFy8G0LLBXrVqFfz9/bFgwQKFzD1cP3zw4AGKi4uZlk5aWhr8/PyQlJTEFk4ZGRn49ddf5Vwfr1y5AhMTE1RVVbHfunbtGry8vODq6tpGhFSRuHjxIqytrVFSUoLKykoEBQUhOjoaKSkp0NDQQGhoKAv0vAqCg4OZOxfXVwsKCtCvXz8YGRnJbSBiYmLg4OCgEJMJRWDlypUsCHDr1i1s3boVIpFIzswkNjYWYWFh7DyOHDmCOXPmdMlGdceOHTAyMmLzRlpaGng8HjQ1NXHs2DEALTqXN27cwPXr11/JhfD06dPw8/PDhAkT5DJGuEw/buzmytHbk3torTVlYGAAPT09WFpasuz6U6dOwczMDCNHjmy3P3UGkdXeb169ehW+vr64d+8eEhMTMXXqVDZP2tvbo2/fvggJCXmtuUU22HfkyBHweDzcvHkTZWVlcHV1xejRo9tsEEeMGCGXtaEItD7f3bt3w8nJCc3NzcjNzcXw4cOxf/9+HD16lAWVOffJl2XrJSYmYvDgwdDR0QGfz4eOjg5sbW2RnZ2NsWPHYuDAgWzu4MiqqKgoKCkpwdDQUOGZri+C7DlkZ2cjMzMT+fn5ePz4MSQSCQYMGNAmCFxeXo6UlJQ286tEIoGFhQWUlZWhrq6OhIQEDBo0CKampkhJSWnjwO7p6QkTExPExcV1SEvtTVFRUQEXFxcsXboUu3fvho2NDRwdHTFlyhRmXNN6jm99zpcvX4ajo2ObzEmghRjdt28fbty4gQ0bNsDY2BjBwcEoLCyEVCpFSkpKh8mJV8G6detw7NixF66HOCJLW1sbhw8ffukYM3jwYDg6OrL+m5eXB0tLS6ioqDANOw5cRtbAgQPZWLl69WoYGxsjNDS0SzMO20NmZqacKc+uXbugoqICR0dHlmV2+/ZtrFmzBocOHXrtTOLU1FSMHTuW7e+bmpowadKkNlm1QUFB0NDQwLZt29pkZHUEISEh8PT0hK6uLqKiouSy60UiEZydnaGlpSVXSrt27Vq4urp26Vj0MnSTWO8g9u3bBx0dHQwaNAijR4+Wy2TiiKzp06d3ifugLCorKzFo0CBWlvPo0SNYW1vD0NAQ2traLELIDfCdXdPMWbV6e3tjzpw56NOnD9zc3NCrVy8oKyujf//+rHzKxMQEVlZW8PDwgIGBwWsz5q+DzMxMCAQCzJw5E2VlZViyZAlUVVVx+fLlTjvm62D37t3Q1dVFZmYmqqurcf78eUycOBHGxsZyRBbndskhMzOTLSzfFJmZmaxfcBMiZxEfEhKCXr16YeTIkdi4cSMePXoEgUDAFktPnjxBYmIiLCws4O/v/0YEaUpKCgQCAaZNm4bq6mokJyeDz+ez2n8OmzZtgpGRESZNmtTp+iLcb69evRpWVlZyxNnMmTMxZMiQdieNSZMmYeLEiexvrkZdQ0ODlRlz4Iis6OholJaW4unTp68sFP+24ePjA2dnZwwbNgyOjo6s7KKxsZFlex45coQtcpuamhASEgIzMzMMGTKE9bOhQ4fC3d29Qzoara9VVVUVVq9eDT6fz0rAgP8tuGU/v2/fPri7uzOC5l1Dc3MzpFIpfH19MX/+fAAtmicDBgyASCSCnp4eFi1axDIfFV2Gmp6eDqFQCAsLC7i6uso9B0+fPsWlS5dQUFCAiIgIqKqqQklJiQmb5+bmQigUtikXzs3NhVgsRr9+/eRcchWJ/fv3w8PDA8XFxUhJSUFoaCgj9vr27ctKgZ89e9bus5aRkSE3x4eGhrbRG3z69Cl27doFPp8PkUiE0aNHY9SoUdDR0en0DOxXgex5bd68GQMHDmRmJ48ePcLGjRvB5/MxcuRIVm7PbQ5koeiNaus+GhMTwwT/c3Jy4O7ujpSUFISFhUFLSwunTp1qM9a+zIVQVVUVfn5+sLW1hZ2dHcsW5jIrrKysMGLECPTp06eNC2brsSg2NhZ8Ph979+7F0aNHYWxsDKFQyIis06dPw9LSEm5ubp3u/CrbtuzsbJw9e5aNXY8ePYJUKoWDgwPb5FRWVsLHxwd79+59rblFlsBKS0tjpfRcBtuePXtgYmICiUTCyrtiYmKgq6vbaZt97p7v3LmTGUfMmzcPUVFRKCwsRHl5ObS1taGjo4Np06bJnUt7mD17NgQCAfbs2YOcnBzU1tZi8+bN8PT0hIaGBiIiIuDo6Ihx48bJZVtNnz4du3fvfmtzxpw5cyAUCiEQCCCRSFBaWoq7d+9ixIgR7RJZHDhixN3dHc7Ozrh27RqKiopYySCXHW1hYYG1a9fKPXORkZGwtrZGdHR0p69N2nu2Hz9+jICAAFhZWYHH42HGjBlsb5OWloZBgwa9dBN/6NAh9O3bl62Vm5qa8NtvvyE0NJTJRPB4PMTGxmL9+vUwNjbGyJEjO72kmmtLU1MTC/LLZpO1B47I0tPTw759+547748cORI8Hk8ua7Kqqgrbtm2DoaEhfHx82Ovcfb18+TK0tLQQGhrK3ktMTISVldVbXyfFxsZi3LhxAFqITbFYjNGjR0MsFqN///4dcmdvaGjArFmz0K9fP4SHhzNyavz48Sy7VHb8DQwMhK6uLjZu3KgQImvQoEEYMGAADh48iPj4ePTr1w+RkZFs7ElLS4OxsTHc3d0BtNyvxsZGDBkyhF2TdwXdJNY7Am4QycnJgb6+Pnbs2AGgZRNx//59bNq0iZEgnMtPV0QvZQUqq6uroaenh0uXLkEqlSI8PBxTp05FSUkJBg4cyDRIuMGnKzbHR48ehbW1Nfr164dRo0YhPz8fkZGR6NevH3g8HtTV1cHn86Gurg5VVVVs2rSJlZN1JrKysmBqagqRSAR1dfV3hsACWgbnkSNHyr1WUFDArFO5iLRUKlVY1kpJSYncoJycnMyyDQBg6tSp8PX1xdatWxk5W1VVBUdHR9YeDs+ePXttglR24l27di0EAgGcnZ2ho6PDJiPOlIDD1q1buzQalJ+fD21tbbi6ukIikSAoKAiamprtblYeP36M6OhoGBsby2W2zZgxAzweD4mJiW0WWitWrACPx8OqVavYa+86geXt7Q0nJyfcv3+/TVuXL1+OgoICREZGQkNDA8ePH2dR3YCAAFy7do19p7y8HAEBAW02ka8D2b5x584dJioslUrZQtTf3599pvWzc+zYMfTp06fLbNFfFdw1evLkCerr62FnZ8cWS5GRkWyTFhgYCG1tbQQGBircyjk9PZ1pPKSkpMDZ2Rm2traMqD506BC0tbXZWH/u3Dkm/Juamory8nLm1nfixAlUV1ezvlBQUIBRo0YpZIMgW+4kW/Jw8eJFVFdXw8vLCwkJCWhsbER5eTmGDRuGNWvWPFer8sGDB1BRUUFUVBSbl8LDw+Hp6Yljx46hpKREbtFaUFCA6dOnY/z48ZgxY0aXZWC/DK3F0H19faGmpoaAgABWQlRRUYHJkyezjZySklKnEjGy48XOnTtRXFyMqKgojBkzBpWVlYiIiMDcuXNRXV3NrM1lHR9fhuzsbLkgS25uLlRUVNC/f39WUpWVlYWYmBgsX76cXQcO4eHhcuP0lStXIBKJ2Hx09uxZ9OnTh5kmcKVIJ06cgJ+fX6eVEE6ZMkVOL47ThNLU1ISenh7LOL137x40NDSwdetW3Lt3Dz4+PnB3d3+uPlB7qK+vZ/eJE/7ftm0bXFxc5MqA09LSMGTIEKioqMDKygp2dnYKJW9l27pz504YGhqyNUZBQQEqKipgZ2fHSkHv3r2L0aNHY//+/S89z7S0NJibm8tlOnC4d+8eex58fX3h6ekJGxsbREZGIiAgAGpqam/tGU9JSYG+vj4uX76M3NxcOcLwwYMH8PX1hZOTk9x6Qhaurq5wdHSUW4eUl5dDRUWFBRQCAwNhaWmJdevWsWzSsWPH4uDBg50eZJO9b2lpaYiNjWVB3OrqahQUFLA5nsOwYcNeaRN/4sQJiEQiHDp0CNXV1Zg5cyaMjIygoaGBmJgYHDt2DPv27QOPx0N2djb279/Psnk7G9z4Ul9fD0dHR/Tt2xenT59+KZE1YsQImJmZtcmcA1rutYODA0QiEaytrXHq1Ck5V/MdO3ZAS0tLTrieu683b95sc+zOMgF7Ebj2FBQUoLKyElOnTkVQUBDLHp48eTIaGxuxc+dOtrdsLxDzqqitrcWiRYtgZ2eHsLAwAC1abFwAq3Xp8MiRIyEQCF5ZPuV5cHNza/Ncrlq1Cnw+n2U+SqVSJCQkQFNTEwMHDsSoUaPg6uoKkUjE2vWu7B26Say3iNWrV7cRQjx8+DB8fX2ZcF5kZCSLCKipqbG64p07d3aZDsaBAwcQGhqKBw8eICQkBGfOnMGePXsQGBjIUqklEgmUlJRgbGysUMHc1pAlGrjSvfj4eKioqCAiIgJSqRTDhw+HlZUV0yThovbW1tZdqilw7tw5GBgYdHrE9EVob6CZP38+bGxs2twnTpxfSUlJLpOno0RWdXU1oqOjWYSmoKAAhw8fhqamJsaMGSP32UePHuHRo0coKCiAr68vHB0dFUakyS5aNmzYAA0NDUgkErmFSmsiqzPRngjs1atXERERAYlEgunTp7/wGS8tLWWWu7ICt2FhYVBRUcHGjRvbEFm7d+9+60KMr4oVK1bA3d2dbd5kn92goCDweDw4OjoyIktZWRnDhw+Hg4MDrK2t22hVdCQztLVTlY2NDbS1tTF79myUl5ezMgALCwsEBga2+d6jR49YlkVnm2+8Cfbu3QtPT0/U1dWxRfbJkyfh5+fHygAWLFgAQ0NDjB49ukOE0LFjx+TuxYMHD+Do6MgWhOXl5TA1NYWpqSmsra3ZJi47OxuXL19GeXk5srOzsXv3bib8O336dPTq1QtCoZCVR4tEIgQEBLy0ZOJVIZsxZm9vDxMTEwQFBbH7efPmTfD5fBawiI+Ph6Oj40sjypmZmTA2NsaMGTNQXl6OmJgY9OrVC71794aysjL4fD7c3d0xZcoUrF69Gjt27OiSiP2bYMaMGTA3N8eUKVMgkUigr6+PoKAglvkslUpx48YNREdHw9PTs9PGWtnfTUlJgYGBAS5evIiioiJcv34d169fh4eHB9PCOnHiBEJDQ7Fly5ZXDgxu3LiRBWLKy8vh6+uL0NBQjB49Gqampti2bdtzv8sFIu3s7LB69WrU19cjMzMTurq6qKqqws2bNzFy5EisXLkSly9fhqamJmxsbNpkDCv6+hUUFEAgEMDCwgJPnz7FmTNnYGBggNOnT+Po0aMYM2YMtLW1WZlUREQEeDwehEIhBgwY8EL9MFksWbJErlSMK+vkdOXMzc3bkIncdbl7965Cy2dl27pr1y7MmTMHPB4Prq6ubJw6c+YMevXqhfz8fEilUkgkEojFYjYmtDe+cO9FRUXJmeK0PuatW7cwfPhwuLi44MCBAwgODoa3tzcmTpz4VuUnQkND24jNAy1lUGvXrmVld5MmTWqzzhSLxbCxsWF/c9fx4cOHMDAwYGQR0BJwMjU1haOjIxwdHSEUCtn17KzxQba9MTEx0NLSgo2NDXg8HqKjo5nUSH5+PubNm4fg4GAMHTr0lTfxJSUl6N+/P3PwU1ZWhqurK3Jzc+XGF1dXVyQmJgJAh8mJV0F6ejrU1dXl1lS2travTGS1R7INGjQIdnZ27G+RSAShUIjTp0+zc3369Cl27NgBTU1NOc0nWTQ2Nj7X4bGrcPToUQgEAuTl5eHo0aM4duwYbty4AR8fH9ZnT506hYEDByIuLu6NCWbuPGtra7Fw4UL069cPU6dOxaRJk9i84Obmhvj4eGzfvp1lpXdUy9Pd3R0ikYiNvdy/d+7cgVAoxPTp0zFmzBimwffbb7/Bz88PYWFhciLyXalR9zJ0k1hvCdXV1Zg+fTor0eCwdetWqKqqIjw8HFpaWnB1dUV8fDxjzcPDwzutTbIDBzeY3blzB3Z2dti2bRvq6uqYba6fnx+zkQZadDyOHz+uUIvjFyE7O5tFdSsqKuDp6YnBgwejsLAQGhoaTC9p0aJFsLKyQmJiYpdkYLUGJ274NiC7AJAtPT169CgMDAyQnJwstxjMysqCWCzG2rVrFU50+Pv7Q11dHRKJBP7+/qiursbx48ehq6uLUaNGob6+HjU1NZg5cyZ69+4NW1tbOVHd123PnTt3Xur+tG7dOggEAkRERHSqBoGs29uRI0fYxul5bWst9vgilJaWYuHChTA0NMSMGTPY66GhoVBRUcGGDRvaTX1/H4gsf39/xMTEtFnIjh49GiKRCKmpqfD09IS9vT3u37+PlStXYuzYsXLC14o4T9njz549G7q6ukhOTsaKFSugrKyMWbNmyRFZQqEQQ4cOlfuN+vp6HD16tEu0Ll4V3LUpKSmBs7Mzli9fDuB/CxQuG4DDlClTsGTJkg5FSdesWQN9fX251/Lz85mxw9OnTxEaGsoc4szNzWFnZ4ezZ8+y5ygzM5NpdBQVFWH27NlQU1ODra0tbt26haKiIqSkpGDKlClwcXFRqK7dmTNnoKKigtmzZ2PhwoUwMDDAsGHDUFJSgqamJjg7O0NNTQ1ubm7Q1tZ+5cy/rKwsGBgYYMGCBcw1Lz8/H1u3bkVsbCwkEgkMDQ3B4/GgqqraJqvnXcDFixdhbm7ObLiBlvUMp4/ZekP+IgJAUdi2bRvGjh3LHN44rFq1CoaGhqyv+/j4yOnVvUgD6/LlyygqKmL3paqqCkuWLMHEiRNRW1uLoqIiKCkpgc/ns9KQ1puyW7duoU+fPujduzdcXV2xdu1aZGZmYubMmbh16xYSEhIwZcoUFBUV4dmzZ+jXrx80NDTg6enZ6aXtWVlZcHBwgKmpKebPn88Ex4EWEsLPzw/a2to4f/48+/zJkyfZfXzZBic/Px8eHh7suayqqsLQoUPlTDdkN/fc+MvJH3QWuJK/uXPnIjAwEEZGRrCxsYFUKkVTUxNcXFyYw7W9vf1LyYzm5maW2dr6XFpj8eLFMDc3lzu/rtzIt25XbW0tRCKRXJkXd38TEhIgEokAtIibtyYebt++LWdCJQuJRAIHB4c2x09MTMS0adMQFRWl0Lm7Pcj+LiezwGkcTZs2DWpqamxOr6ioQFhYGEaPHo3o6OjX2sQXFRVh/fr1WLx4MTIyMhhJxX23tLQUnp6eOHDgAICuud+lpaWMiOKqDKRS6SsTWa1RUlIiVw7H/R5HZGVkZLQhsnR0dOSkF94V3L17F76+vuxZ5bBlyxYIhUL2bM6aNQsBAQEdHou461xTU4MFCxbAyckJampqmDhxIlatWoWwsDBYW1ujV69eEAgEHQ5+FhYWQlVVFWKxGGVlZXL7oxEjRkBfXx/+/v7w8vJqU7HRXrvfFXSTWG8R9+/fZ5pNCxcuZK9HRkbC19cX8+bNk5skRo4cKbegUDRaD6KXLl2Cvb09hg4dKrdxaWxshLu7O6ZNm4aqqiosWLAARkZGnVZ6tXv3bsyePRuRkZE4duwYmpubER8fD3V1dejp6aGoqAj79u2DsrIybGxsoKamhl9//RX29vbQ1dXtUAnR+wrZe5mUlAQvLy9IJBIWyY2OjoaGhgbi4uJw/vx53Lp1C97e3ggMDFTY5qKkpETuN8zMzNoMjseOHYOuri78/PxQX1+PpqYm7Nu3D5cuXXrlRXFrbN++Haqqqjh06FC7mXftlRa2FntXNPbu3QtNTU0YGRmBx+Nh3rx5z/3si9Lo21sEc0SWQCCQI7ImTpwIdXV1rFy5UqGCkJ2NpqYmVFRUwNjYmG0+uT6wevVqDBw4kC3Ejh8/DiMjI6ZzIzsxdzRaFBcXJ+fQyQkrc+NJXl4eK0GaMmUKKioqIJVKkZSU1KnlPh1BbW2tXKAhOzsbRkZGsLe3ZxmJXL8bPXo03NzccOPGDcycORN8Pr/DJFx8fDzbAHH3Ki8vDwEBAcjNzcXWrVsRHBzMsplcXV2hrKyMPn364MmTJ7h69Sr8/f0xe/Zs9pvcPMrj8ZiLDgdF6jLeuXMHBw4ckFvk5uXlQSAQYMiQIbh//z4ePXqE+Ph4JCYmvnbZKKelqKWlJad1x0EqlaKsrOyta4U8D7/99hsEAkEb0nDLli3Q0NBAUFBQm7J6RW7c9u3bh61bt7KIeXl5OVxdXcHj8bB69WoA/5vTOM0aV1dXODk5wc7O7pWytI8fPw4VFRWcP38excXFOHjwIO7du4chQ4Zg8+bNaGxsxJUrVzBw4EAsX7683TURd86pqakQi8Vwd3dHv379kJycjBs3bqChoQGWlpasTLGkpARisRhXr17t1I2ubPbLxYsX4eTkBB6Px8TTufHs4cOHGDNmDPh8fhvtxZetGdavX4/ExEQ2fv/222+oq6trkzU7YsQITJ48mX1v7ty56N27d6f1/dzcXFhYWMgFmDhxbpFIxLJQUlNTsWnTptdam7i5ubX7PAP/u153795lpPfb1Ko8f/48u8bx8fGM2JBFSkoKBg0aJDe2tp7rsrKyYGRkhKioKPZ7nG4cVwHQ2Nj43P7SGZkerRMApFIpvL29mYbd+fPnYW1tjYkTJ4LH42HmzJmdGgCcO3cuhEIhHjx4oJDfex0UFBSAx+MxfePnEVmvqmnH/cvdtxcRWRs3bsTQoUPf6vro9u3byM7OZsHHsrIyDBgwAFpaWnLO8kDLOK2hoYH58+czt+83zZDkfvPq1avYunUrk0qpq6tDfHw8+vTpAx8fH/ZsVVVVoby8XGF9hJMrEovF7Dn08/ODjY0Nq/p48uQJe628vPydI61ao5vEessoLi7GnDlzIBAIEBsby15vampCbW0tysrKUFhYiPj4ePD5/E7LJtq4cSPGjh0LiUSCpUuXAmgRnLW3t4eGhgbbvHBEQ3R0NAQCAUxNTWFkZNRpRFFMTAyLdmtpacHAwIBFLpKSkmBkZITg4GDcuHEDQ4YMYS5z69atw5YtW+QEc38vkJ144uLioKWlhcjISAiFQpiamjK9tbi4ONja2oLH46F///4YOHDgK5cDvAxSqRShoaFYs2YNgJbNskgkwrBhw6CtrS1nMy5LZLUeMN90AHV2doapqSmOHDnyUiIrJSUFKioqiImJUWi5qazjmqmpKbZu3YqrV68iJSWFZfC8DmTbnJubi9OnTyMzMxMVFRWor69vNyNr9OjRnR697yzY2Ni0WXg+fvxYjoSprKyElpYWc85TFLgF7eDBg9nGm9NqAVoWIWKxGAcOHGDaFjExMYz0eplT1dvAihUr4OXlBQMDA4SHh7O5xMXFBTweD2vXrpXbmJw6dQqGhoYwNTVF3759FTLGz5s3D/b29gDkx6nr16+jrq4Ow4cPx9y5cwG0jCGjR4/Gnj17UF5ejsrKSkycOBEqKipyG1ygZaPPleHJ2r93tN9z3y8rK4OWlhaUlJSwYMECuc/k5ubCwMAAw4cP77Dj7aVLl8Dj8eDh4SG3cO3KMvhXQXv9+sSJE+Dz+WzTKzt2W1lZwcjISOFuchy8vb1hY2MDLS0tqKmpsQyozMxMuLq6wszMTI4AaWhowLJlyzB9+nS57I8XbZ4LCgowdepUJCUlyZ3/4cOHYWJiwja8cXFx8PX1bbfkTfZ7Fy9ehL+/Py5duoSwsDAmcn39+nU4ODggJSUFxcXFGDlypFzpZWeMKa2fRa59rq6uMDU1ZRseWSJr8ODBGDZs2Csf49y5c6z0cO3atSgsLIS9vT0EAgHT2eF0MwMCAlhZdlxcHDQ0NNrVlFIUTp06BT6fL/f8NjY24rfffoOysjI8PDzY2PiqmdKcGHJ4eDjs7OxemBG6bds22NjYvNVg04kTJ6Curo7FixejuroaeXl5cHV1xfDhw1nws6qqChKJBBMmTHjp2JqVlcUy27y9vWFvb8/KoLt6PXL+/HkMGzZMbhx98OAB9PX1sX//fpSVlSEkJISNT+Hh4VBRUYG3tzeTTOlIu0+cOIHk5GScP38eR44cwbRp014rU1fRePDgAaZOnYpevXox/T5ZIutlYu8vwsuILNnqlLexPlq4cCFsbGygoqICCwsLFpRatWoV9PX14ebm1mafHRwcDEdHRwwePPiN5WFkzUC0tbVZUH/WrFmQSqWQSqVYvHgxbGxsMHXq1Jc6kr8pcnJyoKenh5EjR0IikUAkErVZt8ycORNubm7vPIEFdJNY7wRkiSzZBfKqVaugp6cHW1tbCIXCTiWKBAIBJk6cCBcXF/Tq1QtxcXEAWogsKysriEQiuQ1ObW0tTp8+jfT09Dbih4rCjBkzoKOjwwaNpqYm9OvXTy4VldOniYiIwOzZs9GrVy/89ttvAN69tMeuxv379zFixAi58g6JRIK+ffuyaENZWRkyMzORl5f3QjvxN8HChQvB4/Hg7OwMf39/ls0XEBAALS0tOSLr+PHjzKygI5Btu5ubGwwNDV+JyOoswf/MzEzMmTMHISEhrG319fXYuHHjaxFZsoun2NhYCIVCCIVCmJmZMTHgyspKRmTJir2/bZ2B1wVXhhESEgJHR8cXRr0OHToEBwcH5mSl6MwOT09PeHp6Ii8vDydOnICnpyfKy8sxd+5cREVF4d69eygrK4OGhgZ0dHQQGRkpdx7vCqKjo2FgYIC4uDhERkZCW1sbo0ePZu+7u7vDwMAAhw8flivhLS8vR05OToccSYH/kTAzZ86U08+QvUbl5eWwsbFBamoqampqWCm47PySmZmJUaNGtXFBAlo21uHh4dDW1sbjx48Vdv1PnjyJ1NRUpKWlQSAQsKxR2fbn5eVBRUUFI0eO7PD4efHiRfYMv22b8fYgO24WFhbK6faJxWJYWFjIZbU+evQIPj4+WL16dadsWtzc3DBw4EDcu3cPN27cwJIlS6ClpYWDBw8CaCFP7OzsYGlp+ULdmefdt+bmZjx+/JhtOmSfcaBlU6CiogJfX1+MGjWKSRnIQrb8U/YahIaGQiwWA2jZKPXt2xfLli2Dk5MTzM3NYWho+FpaU28C2d88ffo0nJ2dWQYsF3wyMzNjpBz3+YqKitdqT2FhIYyMjKCkpAQPDw8kJyfj4MGDcHV1Rd++feUEo2NjYxEeHo6EhASFOzu3Ny7k5eXB3Nwc+/btk3u9qqqKadI6ODiwNfDrjC3Xrl1D7969ERoa+ly92MjISAQHB3fIOVcRCA8Ph5mZGRITE9HU1ISzZ89i2LBh0NHRgY2NDezt7eWyFl92HTIzM6GpqQk+n98hN7eOoqGhgbVVtmw1JSUFFy9exK5duyCRSJCVlQWg5X70798fkZGRCtlHZGRkQEtLC5qamrC0tMSwYcMUWub+Msga3HD/r66uZkZAskQWp+XF7aPeBK2JLGtraxw9evSt78mio6PRp08fpKWlISMjA2KxGPr6+my+WrVqFaysrBASEtKmZP/x48cdloc5efIkNDQ0sH79ejx9+hTLli1jLpXNzc2oq6vD4sWLYWhoKCfXo2hkZ2fD1NQUPB5PrtoAaFn3icXiTpUuUiS6SawuwsuEKGWJLNlo5bZt2/Dbb791WsopRxRxwquVlZWYPHkyhEIhHj16hPr6epw6dQqWlpawt7fvMkG36Oho8Pl81i5u8FiyZAlsbGzkBO4WLFgAW1tbREREwMLCoo3z3u8Ra9asgampKezt7eU2QvX19ZBIJBAKhdi8eXObyJ+iF8kODg4sS4VDQ0MDAgMDoaOjg0OHDuHZs2c4d+4csrOzOzTJcZOz7ELQzc0NRkZGr0RkKRq1tbWYO3cuc6yShVQqxaZNm6Curo6IiIhX/s3k5GQYGBggIyMDQMtiX0VFhUXOqqurER8fDyUlJVZC05Vi9YpEbm4u1NTUEBoa2q6gpVQqhVgsVnjpnuxv7dmzhxFZN27cQGVlJR49egSRSMRI2Fu3bmH06NHYu3fvO3mdo6KioKOjI+fmtWvXLvB4PLmNhYuLC0xMTHD06FGFleHt2rVLriQjPj4ezs7OAOSvM/f/YcOGoXfv3rCxsQGfz8fVq1dRWFiIzMxMFpnMy8uDr68vjIyMcPz4cbnjlZaWdphwA+TJKW1tbWzfvh1PnjzBrl27oKamJrfA4z57/fp1hRHhmZmZMDExQXh4OO7fv6+Q31QEZO/ZggUL0LdvXybW29zcjOLiYjg5OcHAwADx8fFYvXo1vLy84Orq2imZRJzTkuw8dvv2bejp6bGNWXNzMzIzMyESidC3b9822jSvCi47UyQSyQmsNzU1YceOHRg6dCjGjx/PHDU5+Pr6QiQSYe7cuaitrZU7/7KyMgwZMoT93pgxY+Di4oKEhATs3bsXZ86ceeOy+leBbFu2bNmCMWPGQEVFBf369WNlmTk5ORCJRLCwsGCBqPZMSV4E7vO7du2Ci4sLK9NLTk7G4cOHMWDAADkiKzExkTmAKZLAau0wy2UgVFdXw8XFBYMGDZLb1FVUVGD48OFYt24d7O3tWZXC6yI1NRUqKioYP368XEZZeXk5FixYAD09vS4zagLkMztbj/UREREwNDREYmIiGhsb8fDhQ5w4cQKLFy/G9u3bX1vc+dKlS9DX18esWbPeOil/584dqKmpwdHRkb3W2NgIHx8fTJ8+Xe5vWWMGRYxZRUVFuHjxIm7fvt0lIu6tcfjwYdjb22PAgAFYunQpqqqqUFNT0y6R5erq2mHdRVkiS19fX87w5m0gKioK2tracuugp0+fQllZmemBAsDKlSuZHpyiKnmamprQ2NiICRMmMCmER48ewcXFBV5eXujVqxdmzZqFxsZGSKVSrFixQiHHflG/vXLlCvT19eHj4yMXKBwxYgRsbGzY/XuXgrHtoZvE6gJs2rQJo0aNeqnmzvOIrM7CjBkz5NyUuIlty5YtMDIyYsRZY2MjI7IcHR07nchKSkoCj8djYouyk2xAQAAGDx6Murq6No5hAoEAtra2sLa2lhMy/z2g9UBTWVmJfv36gcfj4eDBg3LXqqGhASNHjmQkUme1o6ysDH5+fsxxQ1YLq76+HoGBgejVqxfMzMwwduzYN9biysnJQVFR0XP7paurKwQCAY4cOaJQjZxXQWFhIXM72rhxo9x79fX1WL16Nfr06dPuxlv2nnHXxM/Pj6U/p6enQ1NTE9u2bcOFCxewYMECNDc3o6SkhOmzvO/gFv9+fn6sTKm6uhrZ2dmQSCSwtbXtlCwF2X589OhR6Ovrw9PTE5cvX8aNGzegpKTEzAMkEgm8vb27RKj6dTF37lzo6OiwDRL3jHCaJVevXpVrr4uLC8zNzXHw4MEOj/PXr1+HkZERPD09GZEVGxsLU1NTZGRkIDMzEzU1NW3Grq1bt2Lr1q24e/cu0tPTYW5uDm1tbVhZWTENntzcXIwZMwYmJiZtHNsUhfPnz2PMmDFMbw1ouX47d+5E7969MWXKFPZ6Zyz0zp49Cysrq3dSA2vu3Lng8/lYu3YttmzZwsxopFIpnj17hrCwMDg6OsLFxQVBQUGd8owOGTIEAwcOZH9zY7tUKoWZmZmcux1HZPXv3x8aGhovLdWQLQW/desWC0JmZWXB0tISw4cPZw59ssdvHSi5c+cOc5bu3bs37O3tkZCQwJ5HqVSKyMhIjB8/nn3Hz88PfD6fySYAnT+mcM6piYmJWL58ORwdHTFo0CAmPZCdnQ17e3uoqam9tqBx61LF4OBgnDp1CqGhoejbt68ckWVpaYlnz54hMzMTZmZmCtWpfJHDbG1tLQoLC2FsbAxnZ2fMmzcPaWlp8PT0hJubG2pqajB06FBMmzbtjY+9a9cuaGtrw9LSEp6enhg6dCi8vb3Rr18/uY11Z2Lv3r1yf6ekpCAhIaENqTJ16lRoa2sjMTGx3eyx1+2PnN7fzJkzu9RZtfV4I5VKcfToUZiamsLV1ZW9Pn78eJiammL79u0YMmSIXMD+Xd/Evwo4h9PZs2fDx8cH1tbWiIyMRGVlJSOyevXqhaSkJIUeV5bwfJvrotjYWGhoaDAStaGhAU1NTairq4O1tTXWr18v176VK1eif//+8PPz6xDxKpsBBwBCoZDpWs+YMYMFwzhNz/Hjxyuk4iozM/OVxpScnBz06dMHEomEVe4IhcI3NtR6G+gmsboAiYmJsLa2Rmho6EvFXouLi1l2RWuXBEVi8+bN4PF4jG2XTZOcOnUq7O3t5RYrjY2NyMjIgK6uLgYNGtRp7WpubkZYWBgsLS2xZMkSuQy2pUuXQl1dnaXhts4wSUxMxNmzZ393OlitCSoumvn48WNYWlrCxsYGmZmZcpNxQ0MDZs+erdBBSrYdXN/hJrH58+fLCexySElJkXN9eV1s3boVPB4PWlpa8PT0REBAAJYtW4ZLly7JPWtDhw6FhYUF0tPTO43I4q7vjRs3kJ6ejoKCAjQ2NqKyshLTp08Hj8fD1q1b5b5TX1//XMJVtrwCaLHDdXBwYAQAl5YMtFwHDQ2NNtGz92ESehGampqwf/9+6OvrQ19fHyKRCCYmJhgyZAjGjBnDJtuOEi5JSUm4dOkS+1t2M8o5VTk5OcHT0xOHDx+GRCJhRhKv4lT1NpCamgoejycXUeYwa9YsmJqasvFV9vpZW1vD1ta2w5oM9fX12LZtG/r3748hQ4bg2bNnWLFiBXg8HlRUVKCiogI+nw8LCwtIJBLMmzcPycnJbNF4+PBhqKqqIj4+HteuXYNIJMLAgQNx8uRJAC1EVkBAANTV1duID3cUtbW1WLRoEVRUVOQ2O8D/iCxNTU058qEz8C4aMmRmZkIoFLIgU0ZGBtTU1KCiooJRo0axzz179kxuXaHI4Fd2djYMDAza3BugxWmQMw8A5MupMzIyMGHChBeOi9wznJ6eDktLS5iZmUEoFLJ+mZmZCQsLC3h7e79SyU12djYEAgGmTp0KPz8/jBo1Cnw+H6tWrUJxcTEzseAII6BFB6qrxu7bt2+jX79+TGQYaCHfJkyYgAEDBrASu6ysLIwfP/6V2yWbPSv7nYiICHh4eABoKaG0srJiRJazszMEAgHq6+tfWr3wOniRw2yvXr0QExODhoYGFBcXIzQ0FNbW1ujfvz9GjhzJ1guBgYEsuPym43xhYSHWrVuHqVOnIjIyEgcOHOgyYW9Ou1FWP1IikcDY2BirVq1qQ2SJxWIYGRlh7ty5CnEd5wInYWFhHXZaexW01hDNz89n4+nx48dhaGjIsoJzcnLg4eEBkUgEiUTyXm3inwfZPrpv3z45M5T58+fDxsZGjsiaNGkStLW1UVVVpdBgg+w1fBvXMzMzE8rKyhg7dmybcuD4+Hjo6Oiw/ijbviVLlsDV1bXDfXXv3r1MwH/Dhg1IS0vDb7/9BolEgsOHDwMAFi1aBCMjIzg6OipEnmfHjh3g8Xi4fv060tLSXsg75OTkQCAQgMfjQSQSKWxN3VXoJrG6CGvXroVIJEJwcPBLiax79+4hPj6+0+zYGxoasH37dvD5fDldFKCFCNLQ0JDToeLACV12tr13Q0MDpk+fDpFIxMTuk5OT5URj28tS+T1C9jqsXr0ao0ePRkBAAMtOqKyshJmZGezs7NoQWRwUcf1k27FmzRpIJBIEBgbi8uXLaGxsRH19PRYsWAAlJSWsWbMG1dXVrCSOw5sMmjk5ORg8eDB4PB5Gjx7NhGiVlJSgpqYGkUiEsLAwtqH38PDA3r17FU5kcdf1wIEDMDQ0hK6uLgwNDZGSkoK6ujpUVVUxIovTI3seOGFgMzMzBAUFYcOGDew9f39/6OnpQV1dXW7Tk56eDgcHh3bL7j4EFBcXY+/evUhISMC6detw9epVhWm4FRYWQiAQICAgoE0UbMyYMRCJRCgrK8PBgwfh6emJwYMHIzU1FUeOHEFKSsprl1d0FSorK2FiYgJnZ2e5zfbSpUvlhJLbu44djZZzz0N9fT22b98OkUiE4cOHY/r06Rg1ahSuXbuGkydPIj4+HmFhYRgwYAA0NDSgqqqK27dvo7KyEi4uLixqWVdXB6FQCF1dXRgbG8sRWePHj++UubKkpAQLFiwAj8eTKzcAWq7V5s2bIRAIPthn7nnYvn07bG1tAbRk1vj4+CAlJQVnzpwBj8fDpEmTcOXKFbn+pGhyt66uDkeOHIGRkZEckcU9r9w9aT23ybbjRfNeeno6I1B37NgBe3t7mJqasg1GZmYmrKys4OrqynR0XoTMzExYWlpi3rx5OHPmDDZu3AgLCwu4uLhg/vz5iI+Px9SpU9uQll2xtikqKoKhoSF7prjx4N69ezA0NISNjQ0rLXzVdi1evBiurq5YsmRJm8/W1NTA09OT6W75+fnB2toaa9aswf79++Hh4aGwsrPXcZgNDw9ngSMuo7msrAz19fUsU62zjJW6AqWlpViyZEkbc4oJEybA3NwcycnJcgG1mJgY2NjYYObMmQp7fjMyMiCRSDo92CO7Ho2Li4O5uTnU1NQwfvx4trc5fvw4BAIBI1SBlnUG17Z3bT5/HXDncPz4cURGRsLDwwMhISFyn4mNjUW/fv0QHR2N8vJy1NbWvpNZv4rArFmzmMYZlxW1dOlS6OjoMEkFWXdWDh0l0u/du4eQkBCkpqaisbGRBQajo6OZFiIATJ8+HWvWrGkTuH5T3LlzB+PGjYOKigp4PN5L9zsXL15EYGDge0dgAd0kVqegdWYMh9WrV78ykdXZnaiurg779u0Dn8/HiBEjALyYKOqqDANZ/YeIiAjY29vD09MTOjo6r7RY/L0iJiYGfD4ffn5+8PDwgImJCVuUVlZWwtzcnGXxdOa9jImJgZaWFkJCQmBiYsL0Q5qamhiRxePxwOfz4ePjoxD3sNzcXLi4uGDAgAF48OABamtrcfbsWaSlpWHSpElwdHRk4qw8Hg9OTk4KmyxkcezYMaipqSEpKQkVFRXw8fGBpaUlc32rqqpCVFQUeDwedu3a1e5vDBkyBAMGDEBkZCTi4+Ph6OgILS0tjB49mtm3Ozo6wsLCAlKpFA0NDaipqYFYLO6SxeG7BkVFDHNzc1n6OFfC4ufnB5FIJLehSktLw9ChQ2Fra8ts4oF3j0jn5g+OxO7fvz9u3bqFxMRE8Pl8RnK37i+KPI/WRNbAgQPB4/EwdOjQNp+tra1FRUUFIx8ePnwICwsLXLhwAU+fPsXkyZOZrp61tTUcHR2xatUq1NbWKsS5j2vrtWvXkJaWhry8PNTX16O6upqVA7fOIm1oaHjt0qr3De09XxkZGfD29sb9+/cxb948TJ8+HSUlJSgqKoKmpiZ4PF6bDVNnoL6+HocPH4ZAIMDgwYPh7++P/v37dzjIVlpaigEDBiAlJYX9bWlpCV1dXejp6bHx4LfffoODg8MrO1JmZmbC0NAQ0dHRkEqluHfvHlJTU2FmZoZevXqBx+N1OknC9XPZ5/727dssMwz4X6kN0OL6aG5ujqFDh7Kg08vmmIcPH7K5tnfv3nB0dERKSgq7L9w6ICgoiH0nICAABgYGTPBYEXhTh1lu3ZSdnY3hw4fD0tJSYe6sgPz166r5mruftbW1TG+MCxAAQFBQEMzNzbF69Wq2yQ8MDMSBAwfa7TMdQWc697Zu47x586Crq4sdO3Zg586d4PP5CAoKakNkcX2Ca9e7qG35ujh27Bh69+7N3Fl1dXXbjC8LFy6EQCDAnDlzPohzbg3Z9cycOXNga2uLuLg4xMbGQk9Pr42mJgdFXIv8/Hz06tUL5ubmbUwNZs+eDZFIhOPHj2PWrFno06ePQkungf+VKCorK7cJWL4I7xOBBXSTWJ2C5zmQAC1EkY2NDSZMmKDwTvu6qKurw969e5ndp56e3lsjitpLOW1oaEBkZCSbeDrToed9xubNm2FsbMwGqlWrVoHH48HExIRpXlVWVkJdXZ1Zj3cGUlNTYWRkxIRtDx06xFJUT58+ze5beno6Fi5cqDDNgebmZuTl5cHKygr9+/eXS//lfru0tBS5ubnYuXNnp2QSPn36FMOGDcOSJUsAtCwWOUcsY2NjRmRVV1cjJiamXRFXV1dXODo6oqysTE6TJSkpCRoaGvD19UVzczP2798PoVAIPp8PJycnODg4oH///h/889HZC/7c3FzY29sjKCgIgwcPRv/+/VlGkuw13bZtG6ZMmfLOEVetIUtkmZqaQktL64UEVmdAlsjatm0b7OzsIBQK2fvPK9uorq6Gl5cXLly4gD179iAoKIgFV0aNGoXevXtj8ODBHc6Cam5ulsuiFAgE4PP54PP5WLFiBZ4+fYrq6mrMnj1bTvz29wBZcjA/Px/FxcVsbXP37l2Ul5fLGRwUFhYiICAAeXl5XfZscESWSCQCj8djxHJHFuIFBQUwMDBAQUEBampqEBoaiqlTp+LKlSustPDMmTMA8NpucpmZmdDX18eMGTNYW2tra7FkyZLXKtV7E8iOYeXl5SgtLWUkbGJiIpSUlJijI9BybhKJBMnJybCzs3sttyxOzDskJARisRjDhw+HqakpUlNTUV5ejsePH8PIyEguy1iRQsocWjvMHj9+/IUOs7q6uuw8Hz9+jMOHD+PUqVNyAYv3DbLjfHJyMoKDgxnJKKu9GxQUBBMTE9jb28PBwQFCobDd7BRFt0mRkH1+uLJnzrn4+vXr6N27N/r06YPRo0cz1+MTJ07A2NgY7u7undKmt4Hy8nLMmTOH6bBeunQJgwcPBp/Pb5O1nJCQ8EFLsLQuJTYzM4OqqirLLu2svl1WVoYpU6ZASUmJBQhkS9VdXFxgaGioME281udx9OhRZGRkICgoCMrKykzD8V1ft74uukksBWP+/PnQ0NDAuHHjEBkZifT0dOTm5sptrLdv347+/fsjODj4rRNZUqkUaWlpsLW1hYODA3u9q9hY2VTv9koEW5cWcouuD3Wj/iaYNGkSZsyYAaBFwNHZ2RlxcXHw8/ODkZERi6A+e/asUwew6OhoJnx64cIFuLi4YOvWrXB0dIStrS1OnDjRJnNBkf0sLy8Ptra2sLOza1Pj3tkDd3V1NWxsbLBnzx48e/YMERERbDHs6ekJQ0NDhIeHP9c5zcvLS85KHfhfH6+ursbmzZuhoqKCmTNnAmgpAVm0aBHi4uKwbt26TnWw+j0hNzcX1tbW0NHRwZEjR9jrz3N4fBcXBK2174AWq3hbW1tGdis6uv6i32qdkWVrawsvLy9UV1czNx6gJSPk2rVrjAQvLS1Fc3MzAgMDWb8HwNLzO+JCeOnSJTx79oy1jcuiXLlyJZ49ewZ/f3+YmpoiKSkJz549Q3V1NebNm9euQcOHhvXr18sR/XPnzoWpqSn4fD7GjBnDFty5ubng8/nM+VUikWDIkCFdbnAglUpx6NAhmJqayul1vulYWFRUBD8/P1y6dAnbtm3DuHHjWIBo0KBB4PF4MDAwYE59r4usrCwYGBhg5syZ7Dq/apnjm6K1dqibmxtMTEyYHlJ2djamTJkCHo/Hsh49PT3Rr18/AC1RfU9Pz9e6plwJZWxsLA4fPsycdT09PZGcnIx169ZhwoQJCtFbkkVzc7PcNdy7dy/c3d0ZkfX48eP3zmFWEVi0aBH4fD727duHXbt2ITo6GkpKSkyyA2jRhpwxYwbTCAPezTmuNeLj4zF27FiEhISwrJfDhw/D1tYWVVVVuHbtGiQSCXbt2sXKnv39/VlJ6+HDh9GnTx8kJCS8zdPoMJqbm3Hr1i306tULBgYGchqsly9fhqenJ/h8fqdLwrxrkO3DcXFxEAqFiImJYUEZRTzz3BguWxLOZZGrqKhg//79cp8vKSnBnTt3FOKm3Fr/7ezZs4x4v3nzJgICAqCsrMxkJd5Xx/L20E1iKRhc6QEnWsvn88Hj8WBmZgZPT09ERkbi+PHjGDNmDGxsbF5J7L2zUVNTg7S0NOjq6sLb25u93tkb4mPHjkEgEMhNHM8jsiIiIiASiRAXF/fBl3C8CO1tFIODgxEREYGSkhJMmTKFLUo2bdrEIm6y4s6KWJS0TolvbGyEl5cXpk+fzkgcTkjy2LFj4PF4rLTueeehCHBElr29faeKh7Zuf1NTEyZMmICMjAwcPnwYgYGBTCh3xowZMDAwYCU4rTFz5kzmIin7e7J4/PgxoqKiYGpqyowNWuN9WGy+D+BExAMDA3HlyhW5997Vcs39+/fj3Llz7O/2iCzZ0sKsrCyFncurzBOtiSxjY2PmRAa0bDQNDAxgYGAAPp/Pym2lUin69u2LGTNmoLm5GfPmzYNAIGj3OXpVJCUloW/fviyLpra2FiNGjGBZCZyBgrW1NQQCAZKSklBTU4Pa2losWLCg3SzKDwUHDhyAnp4ewsPDUV5ejh07dqBPnz4se5YjA7Kzs1FTUwMXFxfo6enBwsICDg4Oby0bVCqV4siRIzA0NJTLqHjZmMj13aKiIhQUFLANRVFREerq6jBixAjMmzePfTYgIADHjh17Ybb9q0BW5Lozs3xaZ4rNnz8fffr0QVpaGu7duwdPT08IBALcvXsX1dXV2LZtGwYPHgyxWIzJkyczgnncuHGYOnXqa9/XzMxMGBkZYebMmairq8Pt27exYsUKGBkZQUNDAzwej5X6KRqybd2zZw/ruzk5Oe+Vw6wiUF1dDbFYLOfYWV1djfXr17cRe5fF+xAU8/Lygo2NDdzd3WFhYQFVVVVcuHABWVlZ8Pb2RmlpKeLj4xEZGcnIG1NTU5ibmyM4OBhAS+aSvb09YmNjP4jNPWekNH36dDmS5MqVK/Dy8gKPx1OY7ty7Btnsau5vQH484EoLZ8yYwcbyjqyHuO+eOnUKvr6+8Pf3x7Zt25gD4sSJE6GiosJIc0VCtt1z586FUCiEsrKynDHc3bt34efnB2VlZezevRvz589nGYrvO7pJrE5AQkICeDwe1qxZg5ycHGRkZGD58uUQi8UQiUTg8/nQ1dWVE5RUhK5HR8CVFvL5fEgkki45ZmFhISZOnAh7e3u5B+55RFZkZCSMjIywePHid3Yz2ZmQ7SOyuhE5OTnIy8vDhQsXMGTIELaZ3bt3L0aPHo3t27crdDEi+1sNDQ3MgaqwsBDnz5/HxYsX4erqysp/du3aBbFYjMTERIUTaO2BI7IcHR07ZYPAHT8nJwe7d+9m5VlcBGbSpElymjBhYWFYtmzZc0Ui8/PzIRKJ4OXlJecQ1fo8r1+/3m5EpxuKR25uLuzs7ODv768wLZTOQHNzM4qKiqChoQGJRIKLFy/KvcehNZE1YMAAnD17tsPjaFJSEiZMmABfX18WjHneJkDWvdPGxgYqKio4cOAAysvLwefzsWHDBuzbtw/h4eFyTp6LFy8Gj8eDUCiEQCB44/vBHT8sLAxeXl7stdraWohEImzbtg3Pnj3D9OnTERkZCaDF6U5PTw8hISEdIs7eJyQmJkIkEiE8PBxjx46VM5DYt28fPDw8mPh2UVERdu/ejU2bNnVaNmh7fbS91+rr63HkyBGYmprCysrqub+3b98+Vg4ItMyTFhYW0NbWhoeHB3Pjk0qlEIlEWLZsGWpraxEfHw8LCwuFuEcBnS9yHR4ejsTERBb0KykpgYuLC3PEOnLkCHR0dLB9+3acPXuWZbBwWoscsTd37lzo6Oi8MXkrW0LJlf8+efIEc+bMgZOTk8JMGSZOnIj4+Hhs3LgRhYWFbYjGI0eOwNXVFZ6enjh06BB8fHzeeYfZN0XrMbiiogL6+vpy5YNAC5E1atQo8Hg8zJ07tyubqBC4ublhwIABbJ2Xk5MDkUiESZMmAWhZk1ZXV8POzo4FRh48eIARI0YgLS2NXacLFy5AXV2dlRi+T+D6a3V1tVyAn9NESkxMlHsWsrOzIZFI3nryRGfj7NmzbQK+rYkse3t7TJ48WSHZoPv374eqqirGjh0LR0dHiEQiJCcnyxFZGhoabUwyFIWEhAT06dMHGRkZKCkpwaNHj1BRUYHCwkI0NjairKwMQUFBUFNTg7W19QdD1HeTWAqEbKeIjo6GiooKli9f3sYZIDc3F5mZmVi6dClCQkLeSmS3vYm6rq4O+/fvZ6m2XXH8e/fuYfLkybC1tX0pkVVfX4+YmJgPNoLwPNy6dUuubyUnJ8PHxwejR49GRkYGe2/x4sVwdHRk/U0ikSA8PJx9r6Obi9aTXlJSEnx8fCAWi+VKr+bOnQs7OzsALfdRIpHI2fu+7uB56tQppKWl4fr166/sKpiXlweBQIBBgwZ1ymCdnp4OFRUVmJiYtNGWGDRoEMaMGYPi4mIm2vgyzYGCggLY2trC09PzuUSWVCqFkZERUlNTFX4+3WiL3NxcODg4wMvL6513pTp16hQsLCwwatQouRLt5xFZmpqa8PDwYAT0m2D58uXQ09PDnDlzYG1tzZ751pAdy5cuXYr4+Hjs3bsXY8aMgYWFBaKiojB9+nT2mZKSEubkyREKWVlZ2LNnT4eIJO78J02axMxMOISHh+PkyZM4duwY/P39cfToUQAtC12BQACJRKIw8uJdRWt7cVtbW6ioqMiRWEALCTRo0CAMHjyYldm19xuKgGzfefDgwUvn/vr6euzbtw8jR45s15nw/v370NTUhI+PD65cuYIrV65AT08PK1aswI4dO+Dm5gZXV1fmIBsUFAQ+nw+hUAgDAwOFaJe0blPr81QEOIt1Ozs75gZ8//59aGlpoaqqCqdOnYKGhgbLzImMjISzszPq6+vR0NCA4uJi2Nvbw8rKCnZ2dh0+b66EMjo6mmXDNDU1tXFjfFPcvn2bBYV5PB709fWho6ODYcOGISIiAvv27UNJSQlWrVqFIUOGYPDgwdi6dSsOHTr0TjvMdhSXLl1iBEZoaCiGDRvWZmM/a9YsZqD0PhF4nIZoayMAiUTCMqyam5uRk5MDVVVVnD9/HuXl5ZBIJBg6dCh75rhz7mh2ZVejsbFRrhye037jpEWA/1UGtSayFO3O/a6Aux6XLl0Cj8dDampqm7FVdl6YPn06XF1dO+zKePnyZRgaGmLz5s0AWtbzqqqqEIlESEpKYkSWv78/9PX1FWos1dzcjIqKCgwbNowFuK9fv464uDgYGxujb9++iIyMRGNjIxoaGpCfn99pWndvA90kloIh+4DExMSAx+Nh5cqVb22A5B7q3Nxc7Nmzhy3On4e6ujqkp6d3CUvPta2wsBCTJk2CjY3NS4ms3xsmTZoEExMTXLp0CUBL7b+GhgamTJkCU1NTCIVCbN26FQ0NDdiyZQtUVVUREBCAAQMGQCQSKUw8fcmSJVBXV2cbZM71JTQ0FK6urujVqxeLMOzfvx8qKiqQSCRwdXWFnZ3dG0c5Z8+eDYFAAIFAAFNTU+Ym8ir94fr1651CeNbV1cHT0xOpqakoKCjAqlWr0KtXL1bGmZaWBjU1NZiZmcnZeb8MzyOyuHPNz8+Hk5OTHEnRjc5FdnY2goOD39nJXjZ1/vTp0zA1NX0lIquqqqpDuhjNzc3w9/fH8uXLAbREwLmyJKAlONFeicqsWbOYM9bBgwcxbtw4qKmpwc/PT+5zDx48wLRp09CrVy+Fk7bBwcHw9PQE8L9ni1vUT506FePGjWOf5bJZ3lT/6H0B179l+3lycjL09PTg6+vLDA44HDhwAP369UNERASAzslekW1LfHw8bGxsoKuri8jIyBceT5aIaG+eyMjIgKWlJfz8/BAVFcXKBYGWQI1YLIaTkxMOHz6MhoYG7Nu3D9u2beu04FlnXLtbt26hT58+zJ1s7dq1KCkpgVgsRlBQEDQ0NOSeq6lTp7Yhdq9du9ZuRtObIisrCyYmJggPD++Ua5mdnQ1tbW2MHj0ay5Ytw/r16+Hv7w8zMzNoaGhARUUFffv2BY/Hg6amJmxsbOTO7UNbYx47dgwaGhpITEyEVCrFsWPHYGpqismTJzN3vurqanh7e8s5r74PRJaPjw8sLCzY37KkzKhRo+SCis3NzfDz8wOPx4ONjY3celTWifB9OG8AiIqKksskPXDgAFRVVTFx4kQEBwfDyMgIU6dOZe/PmTMHKioqWLBggcL1595FnD17FvHx8cxkqT3Izi2vq0l1+/ZtPHjwAMD/qmM2bdrEytjLy8sxatQoTJo0CUFBQTA0NGREeXNzc6fInNTX18PLywsBAQFYv349zMzM4ObmhtjYWEybNg19+/ZtU5XyoYx33SRWJ6A1kaWkpISVK1fi8ePHXdoOblDev38/dHR0YGpq+k6kDcsK4HGZAEVFRZg8efILiazfI0pLS2Fubg4HBwekp6dj2LBhciVDYrEYNjY2LFU6NjYWQUFBCA8PV6gw56lTpyCRSGBpaYm0tDQEBwczYu3evXusBIiLBKxcuRKjR4/GtGnT3jjKefnyZVhZWeHq1auor6+Ho6Mjxo4dy94vKytji5fO7idcn719+zZyc3MRFBQk5y61evVqKCkpsY17YWEhzp49+9oT1vOIrIaGBgwfPhxeXl6/+2eiq9GZluCKxokTJ15KZCliPJBKpRCLxfD398eVK1eQn58PV1dXZlSSkJAAgUDARNplsWjRIvTq1QvLly/HwYMHMWbMGKipqcktzIGWjKzQ0FBoa2vjyZMnb3z9MzIy5DIhQ0NDMXz4cLnPcGPT0KFDIRaLcffuXcTExEBPT++DF8GVva5cSTiHZcuWwcbGBuHh4W0y0c6ePdslC+E5c+aAz+dj+fLlWLlyJZSUlDBnzpzX3nTKEr5nz56FmZkZeDweQkND5T5XUFAAsVgMFxcXOS3J9wXcOaampkIsFsPd3R1CoRArVqyAv78/NDU15VyKm5qa4OXlxUpoW2vKKBJnz56FlZVVhzMfnoesrCyYmZkhJiaGEc9NTU148OABDh48iJSUFIwYMQL29vZwcnL6YDZyz0NoaCjMzc2xYsUKAC2mUkKhEGZmZiyTSZHBzq7A/fv3oaOjgzFjxrSpYgkNDQWPx8Po0aPh5+eH0NBQ7Ny5ExkZGUhISMChQ4feaxMcTj+VIyHz8/NhZmaGTZs2AWgZu3R0dKCtrS33jEdGRkJXV/eDJ7Fqa2vh4+MDHo+HgICAF97jN11PHDx4EBKJBHV1dYyMX7JkCUaMGIHKykosXboUEydORHV1NR49egQVFRXo6uoiMDDwjY73Ku1ubGzE8uXL4ejoiN69e2P+/PkseJ6dnQ1HR0cUFxcr5PjvGrpJrE5Ce0TWqlWrnquL01k4fvw41NXVsWHDBjx69IjpdcXFxXVpOzhwk+TJkycREBAADw8PVopWXFzcTWT9H8rKypCdnY2KigpUVFTAzMwMpqamEIlEciU1NTU1EIvFsLKyQlpaWptFiCIn6szMTPj6+sLY2BhCoVCO2b9//z4jstoTL3yTdty4cQNGRkaMzImPj0dMTAyAFvFlGxsb9jeHzuwr+/btg0AggI6OjlypE9ByH1avXg1VVdU2bXpdyBJZp06dAtCSIm9lZfXWhJN/73gXF/dcm0pKSnD37l0mks5F3F9EZCkCaWlp0NHRgbq6OjQ1NcHj8eDp6Yng4GA4OTlBVVUViYmJWLVqFbKysuRKF+Pj4xmRdfjwYfj5+cHMzIw5qXLgtB3eFA8ePICKigqioqJYSWh4eDgjiUtKSlBbW8vI8EOHDsHS0hJ9+/Z9rSzK9xWyfSI2Nha2trZQUlKSy8xITEyEtbV1u0QW0LkR3dOnT8PCwoIFbk6ePAllZWUoKSlh8uTJb9Snue9kZmYyfThOD4rDzZs34ezsjGHDhuHJkycdPo+uguy8cPHiRfj7++PSpUuYOHEi7OzssGjRIjg7O8PBwQE+Pj6YM2cO3NzcYGtr22VEhqJKCJ8HToMrOjr6hXpbH6qIe+tSsbCwMBgbG2PlypUAWqQWNm7ciJkzZ8qVUr5P1yEvLw8ODg4YM2YMC5z4+fnB0tISwcHBmDdvHhwdHWFsbMxKTCdOnPhe3/PZs2dDW1tbztH+4MGDrIy/qqoKAQEBmDx5MpKTk6GpqckcsoH3r1zyTVFYWIiAgABoa2sjKytL4b+/fft2DBgwAA4ODuDxeHj48CGKi4uRnp6OBw8eYPDgwUhNTUVjYyOuXbsGJycnrFixQiHZp7Lj+9GjR5GSkoKEhAScPXsWQEuVCEfeNzY2or6+HsOHD4ePj887uYZVBHoAAHXjtZCfn09fffUVffLJJ/TXv/6VAFCPHj3afK6pqYl69uxJRERz586lpKQkCg8PJ3d3d/roo486tY0AqKmpiUJCQujf//43+fv7U0VFBY0cOZI+++wzysrKomHDhtG4ceM6tR3t4cCBAzR+/HgyMjKi2tpaunDhAk2bNo0cHBzowYMHtGTJEsrJySFzc3MKCAjo8va9bYSFhVFhYSFlZWUREVFsbCz16dOHPD096datW5SUlEQCgYD1OalUSmPGjKGcnByaPXs2mZiYKKwt3PDAHevMmTO0Zs0aOnr0KK1bt460tbXZZ4uLi2nZsmW0ceNGSkpKIkNDQ/Yb7T0fL8Pt27dp0qRJ9OzZM9LW1qasrCyqr6+noKAgAkBbt26lqqoqioyMpK+//pq+/fbbTnuuioqKSCKRkJOTE/3973+nefPm0Y8//kgSiYT09fWJiKiuro7Wrl1LSUlJtG/fPvrLX/7yxse7efMmBQYG0l/+8heqrKwkqVRKe/bsoU8++YQaGxvp448/VtSpdeM9BPdMHTp0iObMmUMNDQ30xRdf0KpVq+ivf/0rnThxgiIiIqhXr17k7e1NmpqandKOvLw8AkCBgYH05ZdfkoaGBuXl5dGnn35Kv/32G5sn9fT0KDIykj7//HP2jC5atIiWLFlCQUFB9NNPP9GuXbvoypUrNHPmTNLT01NYG7OysmjcuHFkZWVFvr6+tHz5clq9ejV9/PHH1NTURF999RX9/PPPpKysTN999x398Y9/pD/+8Y9kaWnZoWf4fcKiRYto3bp1FBkZSf/+97/pL3/5C3366afUs2dP+vzzz2nt2rWUmppKP//8M02ePJm+/fbbTmlHc3Oz3BiemppKmzdvps2bN9O1a9do7ty5ZGZmRt999x35+fmRj48P2dvb03/+858X/i73vDx8+JDq6uror3/9K3355Zd05swZmjRpEikpKZFYLCYdHR32nTt37tCnn35K//rXvzrlXBWJu3fv0r///W8ikr+GEydOpNLSUlqxYgWNGzeO7t69S2ZmZvTs2TO6ffs2NTQ00E8//UShoaHseeDWrO8zzp8/TwEBASQSicjT05O+//57ImpZk/fo0YNdn9b97X3Db7/9RmVlZaSqqkr//ve/afv27VRWVkbu7u705Zdfss+FhYVReno6jRo1ipydneXeI6L38r7n5eVRaGgo/ec//6FHjx7RkydPKD4+nn744QciImpoaKCePXvSlStXqLS0lExNTenjjz9+4/Xo28TixYspPj6eIiIiyM3Njb2+b98+2rhxI0VFRdGhQ4foxo0b5O/vTz179iQbGxt6+vQp6erq0qpVq+ijjz567877ZeDu5Z07d6i6upq++eYb+v7776m0tJRCQkLo+vXrlJSURMrKyh06zr1796i8vJzU1dWJiGjWrFmUnJxM//3vfykpKYn+/ve/ExHR8ePHafLkybR79276+uuvaeHChXTlyhWaPXs2ff311x1qg+xYNXfuXNqzZw/xeDx6+vQpZWdn0/Dhw2ns2LFUWFhIKSkplJOTQx9//DE9efKEtm7dSp988sl7P961i7fDnb2/mDt3LszMzGBiYgKJRPJSdlWW8V+wYIEci94ZaC1SaGlpiWXLlgEAZsyYgSlTpuDx48dMryskJISlpnYFrl69CoFAwNL0S0pKwOPxoKWlxTQaiouLMXbsWDg7O3/w6a+tMXToULi6uuLw4cP47bffcPDgQZZ5VV5eDlNTUzg6OrbRRaqtrUV0dLRCI0yyboiy0ejs7GwMGTIEZmZmbSLYhYWFSEpKUlgG2IkTJxATEwN3d3fweDxYW1ujd+/ezJ5bWVkZBgYGEIlESEhIUMgxW+Pq1asIDQ3F+PHj2XldvXoVQqEQYrFYLnuktrZWYfo5BQUFEAgEctb172MKfDc6B+np6VBVVUVcXBxSU1NhbW0NKysrNvYfP34clpaW7QpwdxSyUb3KykoYGRmx8mIObm5umDRpEqRSqVwUuLXWkbKyMlatWoVTp05h9OjR0NTUbDOudBScsPSCBQvg7e2NAQMGID8/H1u3bkVsbCwkEgkMDQ2ZXs7LjBg+FDQ3N6O4uBguLi5ML7OgoABLly6Fubk57OzskJKSAqAlU2v8+PFdkgXKRbUPHDgAsViMkpISzJo1C1FRUSgtLUVBQQFUVFTA4/Hk9F/aA9dX09PTWSmVra0tK/U+deoUzMzM4OvrK1dK+b7A19cXIpEIc+fORW1tbRu9lyFDhjAH3dGjR8PBwQFr165tI2/xoc0tmZmZEAgEiImJaaPp9iFAIpHAwsICysrKUFdXR0JCAgYNGgRTU1OkpKS0EY/29PSEqakp5s+f/8Fo/OXm5sLa2ho6OjrMdRN4fl9+H/t4VFQUtLW12bh1+vRpts4vLS1FZmYmKioq4OXlxYwaSkpKMHz4cOzfv/+DNcLixvWDBw/CzMwMWlpacHV1xc6dOwG0XBsvLy/o6+t3OKP69OnTzAwkOzsboaGhiIyMhKurK4YPH84yPvPy8qCqqgovLy9IJBJoa2t3eH/durJlx44dMDQ0ZNnJW7duhZqaGtLT01FSUoKmpiasWbMGkZGRSExM/GBNKzh0k1ivgWPHjsHQ0BCZmZlYs2YNbGxs5DpYXV2d3MafQ1enrh44cACOjo4oKCjApk2bcOjQIZw9exajR49mpXvx8fGwtLSEUCjsUteltLQ0iMViAC0LrJEjRyImJgazZs2Cmpoadu3ahZqaGpSXl3eKAN67jIULF8LV1bXdDR+XIv7o0SMYGRnB0dFRThtLFh3tb89zQxw1ahQjbHJycuDt7Q1zc/Pnpux2ZNBsnfqalpYGc3NzlJeX4+bNmygsLMSWLVugpaWF+Ph4pKamKrzmu7m5GXV1dViwYAEEAgFsbGzk3r98+TKEQiG8vb3l9KsUiZKSkvdaw6EbnYOSkhI4ODgwguHhw4cwNzeHhoYGjIyMWAnesWPHIBKJmBBpZ6CsrAx6eno4ffo0gJYx6+nTp/D09MTu3bsBtH2eWxNZampqyMnJwZUrVxAUFNQpOlTcplZLSwsTJ05s875UKkVZWRlKS0sVfux3Ca1JqJqaGnh4eGD27NnYunUrhEIhBg4ciJkzZ8LHx6ddzZzOIrKamppQVFQkV659+/ZtPHr0CPb29nJEW1BQELKzs9ud71qXXXOE74IFC7BlyxbY2Nigb9++7F6fOnUKffv2haen53Pn1XcRd+7cAY/Hg5qaGnr37g17e3skJCQwrSCpVIrIyEiMHz+efScgIAAaGhpMvxJ4N8ulFYGsrCwYGRkhLCzsg1pPuru7w9nZGdeuXUNRURHCwsJgYmKCu3fvIjQ0FBYWFli7di2qq6vZdyIjI2FtbY2ZM2d+UPf72rVrEIlECAwMxJUrV952cxSKmTNnQl1dna1tRSIRhEIhTp8+LbcevHbtGvT19Vlwe+HChRg4cOBri5a/bzh8+DBUVFSwbNkynD17Fq6urujfv78ckSUWi9GrV683IpN27NiBnJwc5OXlQSQSwd7eHhoaGjh37hyAFkF3Z2dniMViZobGaWaFhoa2cQJ9k+PzeDw5vdB58+Yx9839+/dDU1MTqampuHXrFsaOHdsuafk+ls++KrpJrNdAamoqnJ2d2d9DhgzBxo0bAbRkDzk7O+Py5csA3p5mzc2bNzFmzBhs2bIFQIv7SHNzM6ZPn44hQ4awz02ZMgVr1qxBXV1dl7YvMTERNjY2kEqlSExMRFhYGO7cuYN79+5BSUkJKioqmDFjxu9yw+7r68vcvtoDZx9eUFAAoVCIAQMGsMFUUXiZG2Lfvn2Z5Xp2djZGjBiBvn37ttGyUTTWrVuH/v37y/WLc+fOwdbWttM1Sx48eIBFixZBWVkZ0dHRcu9xFu1jxozpVK2PD3kS6sbr49q1axAIBCgsLMSzZ88QGhqKiIgIXLp0CQKBAHZ2duwZltWi6iyIRCKIxWI8ePAAN2/exMKFC1n7ngfZPu3g4IBp06Z1ens5620PDw85Yq+94NOHjuTkZBw9ehQ1NTUIDQ2FSCQCj8dDTEwM2wydOHGijQV5V2yAo6Ki5AI658+fh66uLsvQk0gkEIvF7WrcpKSkYPny5WwD/+DBAzg6OrYhfLW0tCAQCJi248mTJ2FnZ/feCeBmZ2dDIBBg6tSp8PPzw6hRo8Dn87Fq1SoUFxejoqICxsbGbN4GgLi4uN/NnJKRkQGJRPLBEDecILssQVVeXg4VFRXs3bsXABAYGAhLS0usW7eO6fCOHTsWBw8eZNfhQ7keQEtGlp2dHfz9/T8YHcPy8nJIJBI58kUqlTIiKyMjgz3Dd+/eha6uLuzt7TFo0CDo6Oh0aYVNV4A7V25v/ejRI+a8CrQEeS0tLWFhYYGBAweyAFppaSl8fX2ZJuaroqCgACKRCG5ubqitrUVKSgp4PB5sbW3lMsVTU1Ph4uICb29v3L59G5cvX0ZdXZ1C9rAFBQXw8vJCSEgIm4MnTpyIuXPnIiMjAxoaGiz77urVq+jVqxdLVPm94AMrjuxc/Pjjj5SXl0cTJ06kzZs30+PHj6m0tJQePnxIn376KeXk5NDhw4eJiKixsbHL23f79m3y8fGh3Nxc+u9//0tERF9++SX16NGD/vCHP1BzczMdOXKEYmNj6dChQ2RgYEB/+MMfOqUtjY2NTE+prq6O/d/Hx4eCg4Pp6dOndPbsWdLQ0KAffviB6uvrydDQkHx9fcnDw+N3pfnT3NxMDx8+pAsXLpCqqip7rTWePn1K0dHRdOTIEdq0aRNdu3aNtm/frtC2BAQEUM+ePSkiIoIOHTpEFy5coOTkZJo2bRodPXqUfvjhB0pMTKQdO3aQmpoa+fn50Z/+9CfasGHDGx8TryDL19zcTJWVlVRYWMiuzeHDh+lPf/rTGx/3RW25du0a7dixg65cuUL/+Mc/aPDgweTr60t79+6lWbNmsc+rqKjQqlWraMKECfTZZ58ptC2yeN/0KrrRufjjH/9IvXv3psrKStq7dy81NjbSwIEDqXfv3vTPf/6Tbty4QX5+flRdXU1//OMfO3Ss1s+n7NjE/X/8+PF09+5dEgqF5OPjQzt27KDExESmT9Ia9fX1VFZWxv7++9//zvSnOtreF0FdXZ02btxId+/epVWrVlFRUREREX3yySeddsx3AXFxcXT79m329/379ykuLo6++eYb+uyzz2jKlCm0ZMkSOnXqFIWEhDANtVWrVtF3331Hf/3rX9l3Famr0rpvNTU1ERGRsbEx1dbW0q1bt4ioZR3z/fffU2BgIFlZWVFJSQktXbqUevToQQDY+JiZmUmRkZG0efNm2r59O0mlUmpoaKCSkhIyNDSkmpoamj9/PhkbG1NycjL16NGDhg8fThcuXCBDQ0NKTU2lf/7znwo7v66AmpoaxcXF0enTp+mnn36iwYMHU1BQEK1du5YCAwNp9erV5OzsTBcvXqTa2loi+t88z13vDxn6+vqUkJBAPXr0aHdd9T5h+PDhVF1dTdu2baMvv/yS6uvriahlvf3nP/+ZPU/z588nFRUVWr58OYnFYhowYABdvXqVzM3N2XX4kPSRevXqRbNmzaLCwkKaPXu23Fj3vuIvf/kLLVy4kJSUlAgANTY20qeffkpbt26lTz/9lCIiIujcuXPU0NBAP/74Iy1cuJC0tLSod+/etHHjRlJSUnrbp6AwPH78mNavX0+PHz9mmk49e/akyspK+uGHH+jp06c0bdo0srCwoKSkJKqsrKSlS5fSokWL6Ntvv6XFixfT//t//++1jvnLL7/QyJEjqUePHjRixAg6cuQIhYaG0meffUYJCQl08uRJIiJydnYmJycnKi8vpwEDBpCTkxNVVlYqZA/7yy+/UN++feno0aOUn59PRC3j/fLly2n48OEUGRlJ7u7uRET0hz/8gf7zn//8bnQ8OXQLu78GqqqqaMeOHZSSkkKff/453bhxg5FDX3zxBVVVVdGXX35JvXr1os8++4wmTJjAyKTOBP5P3K6goIDWrFlDW7ZsoUmTJpGHhwcTctu3bx8tXbqUnjx5Qn/4wx9o/vz51KtXL4W3JScnh9TU1Njfx48fpzVr1lDPnj1JQ0ODRo0aRUREJ0+eJF9fXzp16hR98803NH/+fMrKyqLly5fT559/rvB2vetoamoioVBIIpGIxo4d2+Z97h77+vrSp59+SgsXLqSqqir66quvFEJwlJeX0/3799mmc+DAgQSAvvzyS0pMTGTitrW1tTRmzBh68OAB+fr6kr29Pd28eZP+3//7f28sGNhaVLQ9kdHHjx+TSCSizz//nL7//nv64osv6PTp05SSkqKwfsxd4wMHDtDUqVPp448/prKyMgoKCiJPT0+qr6+ntWvX0qZNm8jBwYHGjx+vkON2oxsvAvc83L9/n5qbm+nLL7+kb775hgoLC5nAde/evcnf35/q6+tpwoQJ5OTkRL169aK//e1vCmnDxYsXKScnh7y8vIiorSAyAKqpqaGMjAz629/+Rv/617+Y2Gl7OHPmDEVGRpKhoSEBoB07dtDGjRvpl19+UUh7X4asrCwaP348GRsbk6+v73sh3v2mePDgAVlaWpKWlhZFR0fTDz/8QOXl5WRjY0PJyclyorf5+fm0bds2KioqoidPnlBlZSVt27aNPvnkk04VRF63bh398ssvpKSkxARwxWIxNTY20po1a4iopc/cv3+fampqaNCgQfTxxx+3MbkoKioiDw8PevToEWloaJCtrS1pamrSqlWryMPDg27evElnz54lLy8vUlFRITc3N8rOzqZvv/2W0tLSFB4U6UpkZWXR2LFjycbGhsaNG0ePHj2ijIwMSkhIoJKSEmpubqZ9+/a99mbuQ0Fn9t+uwJ07d8ja2po8PT3Jx8eHvvvuO/aer68vPXz4sE1Qc9myZVRSUkI9e/akkJCQD0q8vz3k5OTQunXraObMmR+egDURG+/q6+tp4MCBVF9fT1OnTiUdHR369NNPP0zhbiIqLS0lPz8/+u9//0tqamrUo0cPMjU1palTp9KoUaOosLCQjh07Ro6OjqSvr09BQUF08eJF+uabbyghIeGFa5H2IHsd9+7dS9u2bSOpVEpxcXF0//59ioiIoG+++YaGDRvGDKxycnIoLy+PdHV16eeff37jc71z5w599913cvtgf39/un79Ou3cuZP++Mc/0pQpU2jbtm20YMEC4vF41KNHD5o2bRpVV1fTunXrPsg+8Fx0cebXB4PJkyezko19+/Zh/fr1mDlzJvT09DB69GhERkZ2qqBeY2MjSweWLWMqLS1FaGgoeDweDhw4IPedu3fv4s6dOx2yLH8Rjhw5AkNDQ1YSd+bMGSgpKSE0NBSenp4wMzNDeHg4gBZNF6FQiP79+8PPz++DTH99VTQ3N6O2thbe3t5wcXF5YdrriBEj2ui5dLQsYOLEifDw8GBWxGlpaSgvL0e/fv3A4/Fw8uRJudTzuro6eHt7g8/nM8FY4PVLaHfs2MHEEaOiorBr1y72nuzxuN+trKzEtGnTMG7cOERFRXWKScLx48ehrq6O5ORkSKVSTJ8+HXw+H8uXL4dUKkVVVRUWLVoEFRUVLFiwQOHH70Y3gBZdBVmtuX379kEoFEJHRwdisZiJ2D579gxCoRCrVq1CY2Mj0zrkzCAUAalUilGjRkEoFLKSLED+eX/d0pTi4mJMmTIFjo6OGDly5FsZ+8+ePQsrK6tOmw/fJeTn58PU1BQeHh4oLCxEbW0t+vfvj1OnTsl9rrq6GtHR0Rg/fjzmzJnTJaKwd+7cgaurK3g8Hnx9fbF69WoALSWEnp6ezy2PaD3vcX1w165dcHFxwcCBA9GvXz8kJyczYwOxWIy4uDgALSWkAQEBOHHixAejHZOZmQl9fX3MmDGDlUnW1tZiyZIlGD9+/O+mhPBDBafxFRUVxcYtPz8/2NrastLbxsbG597n34NMR2fr9r1tcPeQKy20sbHBsWPHPshnmyuZlUqlWL58OczMzMDj8ZCcnAwArPQ7ICAA4eHh7N6PHTsWy5Yt65CBgeyaJi0tDa6urvD09MT9+/eRnZ2NAQMGQCwW49ixY9i7dy+ePXv2xsfi4OPjgz59+iAmJkbOKCc/Px8DBgxAfHw8gBbd4okTJ0JZWRn6+vqwsbGBi4tLGy3I3wO6M7FeExwTPnHiRPr6668pJCSEvZeQkEBnzpxhkcPOwI0bN+inn36iTz/9lIiITpw4QRs2bKCmpibq27cv2dvbU01NDc2aNYt27NhBixYtIktLSyLqfDvhW7du0dKlSykvL49sbGyooqKCfvzxRxo8eDBVVlbS1q1bad26dWRsbEzTpk2jnTt30smTJwkA+fr6dknW2ruM7Oxs8vT0JHt7ewoMDGxjY15RUUGjRo1ittGKwLBhw6i2tpZ8fHzoyy+/pMePH5OKigr961//ooqKCho4cCB98803FB4ezkpMiFpKROfPn0/BwcFvFNWbM2cO7d27l3r37k2ff/45XbhwgR4/fkwCgYDmzJlDPXv2lOuvraOHiujLkInMAqCGhgYKCgqin3/+mYKCgqiiooJGjBhBzc3NlJeXR2PHjqWhQ4dSQ0MDrV+/noRCIf30008dakM3uiELAFRUVER2dnZkbGxMfn5+1NDQQMOGDSMfHx/66quvaMuWLfTpp5+Sh4cH2djY0JgxYygrK4u+/vprevLkCa1YsULhWbYPHz6kmTNnUmFhITk6OtLgwYOJqOPPYV1dHRF1bgnhi1BbW9upZcDvEvLz88nb25u+//57mjBhArm5uVGfPn3oyy+/JH19ffr5559JWVmZPvroI/rqq6/Y9xSZucGVc7XXZ9LT0+no0aO0b98+UlNTIzU1NTp//jyZm5uTt7f3C39Xdiy/ceMGrVixguzt7WnPnj2UmZlJQ4cOJQsLC/Lz86N+/frRkCFDKDExkXbu3EmrVq2i/+//+/8Ucn7vAs6fP0/+/v5kZ2dH7u7u9O9//1vu+nzImTi/B5w/f54CAgLI0dGRrl27RqWlpbR48WL6/vvv3/tsM0XhQ78OshlZlpaW9Le//Y3WrVv3Qc1l9fX1lJqaShoaGqSqqkoXLlwgPz8/6tmzJwkEAgoNDaU///nP9OTJE3JxcaH+/fuTi4sLrV27lnbu3EkpKSmvNa6np6fT3//+d7lKItl+tG/fPlqzZg396U9/olmzZlF+fj7NnDmTysrKqLS0tMNZrs+ePSN3d3e6ceMGDRw4kI4cOUISiYT69etHf//732nRokV05swZio2NZZll586do4qKCvrTn/5Eenp61LNnzzbZyR86ukmsVuA67csGwYkTJ9L9+/cpISGBvvjiCyIimjp1KtXV1VFUVBR9/PHHCh9Ed+3aRfPmzaPAwEBydHSkM2fOkFgsJkdHR7py5QpJpVLq168fSSQSkkqlFBMTQ3v27KHZs2eTjY2NQtvSGtz1KiwspISEBLp+/TpVVFRQVFQUS7esrKykLVu20Nq1a8nGxoZCQ0OJqGWw4ki53zs2b95M06ZNI3Nzc3J3dyd9fX1qbGyk0tJSmj59OlVWVtL69esVsgiNj4+n06dP05IlS1gdNbcp5e5JWVkZDRgwgP72t7/RlClTSENDo83vvO6ieMaMGbRz505atmwZKSsr06effkr37t2jtLQ0Wrp0Keno6NDy5cvl2tMailiktG53dXU1OTk5kUQiIXt7e4qJiaGGhgaaNm0aTZo0ifbv30/9+vWjoUOH0n/+858OHbsb3XgRjh49SpGRkaSpqUl/+ctf6IsvvqDAwEAiatFri46Opvr6evL39yctLS06ePAg1dbWkr6+Pv34448KacPDhw/l0vBLS0spMjKS7t+/TwMGDGBE+odawvC+o737kp+fT8OGDaOvv/6aCgsLycXFhe7cuUN3796loqIi+uijj8jNzY2mTJnS6e1bv349Xbt2jRobG2nixIn01VdfkVQqpYcPH1J8fDzV1NTQ4cOH6bPPPqM1a9ZQ79692/zGo0ePWLBHdjyfNm0a5efnU0pKCk2cOJEyMzPJ3d2djh07RsXFxdSzZ096+vRppxC+7wLOnz9PY8eOJSMjI/L393/tcppuvNvIysoiHx8f+uSTT2jx4sWko6PztpvUjS6GLJH18OHD5+pPvq94+PAhBQQE0I8//khKSkp09OhRGjNmDF29epV27txJv/76K02ePJn+/Oc/05IlS2jhwoX0008/0ZMnTygpKUmuTP5lKCsrIycnJ1JVVaVRo0bJfVd2r8FpfTo6OjL96eLiYuLxeB26/txcfeXKFRo5ciQNGTKEvv76a4qJiSENDQ2ytramAQMGkJ2dHfH5fIqIiGj3d36XAYquTv1619G6lOt5KZpr166FmZkZQkJCkJSUhPDwcGhqauLGjRud1rbHjx/D3d0d9vb2SE1NxdixY7Fu3Tr2fmRkJGxtbREbG4uamhpUVlZizJgx0NXVxdOnTzvVjUT2t2/dusVKGmNjY+U+V1lZiRUrVkBdXR2RkZFtvvt7R3NzMw4cOIA+ffpAIBBgwIABGDhwIFxdXeHu7s7SRRWROvw23BDnzJkDHR0duVJA7v5XV1djy5YtUFNTQ1hYWIeO8yK8qIxxzpw5SE9Px4kTJzBy5EhWtjVnzhzw+XwMGzZMoaVa3eiGLGTTwA8fPgxjY2MoKSlhypQpcp+7evUqBg8eDHd3d+ZIpUhcuXIFAwYMkCsfBFrKwL29vWFmZsacebvx7kG2H2VnZyMvL4/JG9y4cQM2Njbo1asXKyesqalBdnY20tLSOqXkKDQ0FDY2NuzvGTNmQEdHB15eXtDT00Pfvn3l5BekUikePXqElStXwtraGitWrGhzXosXL4arqyuWLFnSZj6sqamBp6cn9uzZA6Cl5MrJyQlLlizB6tWrkZaWhrt37yr8PN8lfGiufN2Qx6VLl6Cvr49Zs2Z1qnRJN95dfIjlobJldNu3b4e5uTl4PB4SEhIAtMwNCQkJsLe3x4QJE1jJYWZmJo4cOfLG6/OrV6/C0dER/v7+uHLlitx7smNoZGQkrKysFD6uNjY2orq6GjNmzEBwcDBr0/Tp02FsbIygoCBs3rwZhoaGOHbsmEKP/T6jm8SSwYIFC8Dj8TBp0iSsW7dOzna7vTrruLg4DBkyBFZWVm2sUBWJhIQEbN68GQDw5MkTeHp6QiQSwdLSEhkZGexzDQ0NmD59OmxsbBAXF4dnz56hqqqKaSN0FrhrU1hYiFu3buHWrVuorq5GaGgohEIhVq5cKff5iooKrF69Grdv3+7Udr3PuH//PjZv3ozw8HDExsYiLS2NLdQ7OnE1NTWhpKQEfD4fZ86cYa+1RkVFBYyMjLBs2TJUVlZCWVm5jR7X6yA1NRU8Ho9Z4gJtCcwnT55g3rx5MDQ07DBh1h5mz54NU1NT+Pn5ISQkBH379gWfz0dAQACA/12H6dOns9cAICIiAqtXr+5QjX03uvG6yMzMhIGBAVxdXeUWd0CLrbiDgwOGDx8uZ7euCNy+fRuenp5wdXVFamqq3Hv37t2DpqYmrKyssGbNGoUetxsdh+xYHhsbC4FAAD6fjyFDhrAxNT8/HyYmJvD09MS9e/fakECK3hzt3bsXAoEAgwcPRnFxMby9vXH9+nXU19ejoKAATk5ObYgsDgkJCbCwsIBUKmWvPXz4kGk49u7dG46OjkhJScGdO3cAtARgFixYgKCgIPYdPz8/GBoatunPHzI+dH2g3zsyMzMhEAgwc+ZMFBUVve3mdKMbHcLRo0dhaGjICKu7d+9CXV0dxsbGmDBhAi5fvgyghchaunQp7O3tMXr0aISHh2P9+vUdPn5ubi7s7OzaEFnNzc1sjly7di1cXV0VQmLNmjWrTRDy0KFDMDY2ZlqQVVVVuH79OlxcXODg4AADAwMEBQXhyZMnHT7+h4BuEksGcXFxUFFRgb29PYRCIRPMbZ1dJbuYqq2tRXV1NWprazulTdXV1QgKCgKPx8Pu3bsBtGz0hw8fDh6Ph8TERLkFSmNjI6KioiAQCLB48eJOaZMsuAf54MGDEAqFMDc3R//+/VFQUIC7d+8iNDQUtra2LJLKoXtR9WZQlHhjY2MjzM3N22TKceDuq0QigZ+fH4CWLLqOHL+goABWVlZMDLH1sTjcvHkTmpqaclmGikBUVBR0dXVx8eJF9gwXFRVh6dKl0NDQgLe3N/tsYGAgHB0dkZ+fj5iYGPD5/BcK7nejGx0F9xxcvnwZGzZsYKTpuXPnYGxsjICAACZQzeHatWu4d++ewo5dXV3NCLG7d+9ixIgRGDhwIDZt2sQ+W1RUBG9vb8yZM6fTAyTdeHPExsZCV1cX6enp2L17N0QiEZydnRmRdf36dZiYmMDGxqbT7mNycjJyc3MBtBi/CAQCmJmZwd3dHRUVFexzHJElFAoZkcWtETIyMtCvX782/ZzLRAkJCYFYLMbw4cNhamqK1NRUlJeX4/HjxzAyMsKGDRvYd0JDQxnR9XtBdybWhw1O7D0sLAwPHz58283pRjfeGLdv30ZISAjs7e2RnJyMpqYmFBQUYNu2bRCJRAgMDGREVn19PRITE+Hm5gY+n89e7yhkiSzZ3+TG0bCwMISEhKChoaFDY2txcTFEIhF69eqFmTNnIj8/n70XEREBY2PjNoYjGzZsgJubGzw8PLrH9f9DN4klg4sXL8Lb2xvLli3D0aNHIRaLoaysDA0NDcycORPp6elyn++qTlRUVIQpU6aAx+Nh586dAFo2G15eXrCxscH27dvlIqeNjY2YPXt2l6XLZ2ZmQktLC1u3bsX58+eRm5vLMlbu3LmD0NBQ2NnZYcmSJV3Sng8Fsv1LkX3tbbohFhQUwNbWFp6eni8ksuzt7TFr1qw3Pk5rvEoZY+/evREaGgqgZcPVt29fGBkZQSgU4urVqwprSze68TwcOHAAfD4fbm5ucHZ2xrZt2wAA6enpMDY2hp+fH3JychR6TO45OHz4MMRiMQYOHIj9+/cDaJl7fHx84OTkhNWrV6OyshILFy6Er68vKisrFdqObigO2dnZEIlEjPTMzs6Gjo4OHB0d4eLigvPnzwNoWbCPHDmyU5ytLl68CCUlJQQFBbEF+qFDh2BnZwd9ff02Tko3b96Eq6srNDU1GalWXV2N0aNHg8/nM/c1WWRmZsLS0hKxsbE4fPgwkpOTYWBgAE9PTyQnJ2PdunWYMGGCHGHWjW58aOguHe3G+w7Zip6JEyfCysqKuRACwPr16yESiRAUFCSXJVVXV6fw8T03NxeOjo4YNWoUc4murq7G/PnzoaurqzBn9CdPniA1NRW6urrw9PREYmIigBbpoGHDhmH+/PmQSqVySR8VFRXs7+7nvZvEkkNzczPEYjFcXFzYa4cPH0ZkZCR4PB7U1dXh7e2NvXv3dknqbmtdi3HjxoHH4+HgwYMA5EsLWxNZXYn4+HhIJJI2r1+6dAlr1qxBZWUl/Pz84Orq2r3xeYdw6dIlqKqqIiwsDKWlpW3eLy8vh6urq1z5nyLwPCKL6++lpaVwd3dn/byjeJ0yRoFAgEuXLqGxsRElJSW4fPkys7LuRjc6EwUFBTAyMmJaUw8fPkRNTQ17PycnB2ZmZhCLxW00GzqKc+fOQVNTE8HBwfDy8oKKigpWr14NoIXIGjVqFPh8PoyNjaGnp6fw43dDsTh79ixMTExQXFyMgoIC+Pr6Yv369Th58iR0dHQwcOBA7NixQ+47nUFkHThwAEZGRhg3bhyuXbsGoIXIEggEGDRoEPscNx5fv34dkyZNkmtLeno6+257yMzMhJGREWbOnIm6ujrcvn0bK1asgJGRETQ0NMDj8RQWpe9GN95VdJeOduN9RWtShiOybG1tGbEDtGQi2dvbY8SIEZBIJAgPD++0Nl2/fh1eXl7Q19eHi4sLvLy8YGZm1ikB7du3b2PSpEno168fBg8ejDt37mDOnDkQi8VM40tW3gjofs45dFsK/R+am5upR48eNG7cOLp69SotXryYiIjMzc2ptLSU/vWvf1G/fv2ooKCAxo4dSyNHjiSpVNqpbeKchQ4dOkSTJ0+miooKIiLy8/OjXbt20VdffUVLliyhr7/+mtasWUPbt2+nxsbGTm2TLPB/xpY3btxgVulE/7PRLi0tpblz57LrunDhQvr666+7rH3deDHU1dVpypQptHPnToqMjKQzZ84QUYvrSXFxMYWFhREAcnd3V+hxf/nlF1qwYAFVVlZSUlISHT9+nIj+19/XrFlD5eXl7bpRvQm0tLTop59+oqNHj7JjcQ6kHL766itycHCgmpoaunLlCvXs2ZP+/ve/k6qqKv3tb39TSDu60Y0X4cGDB/SXv/yFhEIhERF999139Nlnn1FxcTE5OTnRd999R5MnT6aHDx8qpE/K9v9Hjx6RWCymWbNm0apVq8jb25tiYmJo7dq19P3331NkZCTNmzePgoKCaMuWLaSiotLh43ej89Dc3ExGRkYEgA4fPkz/+te/yNDQkAwNDekf//gHVVdX09atWwktgUwiIoW6GjU0NBARkVAopNGjR9O5c+coKSmJbt68SRYWFhQZGUm3b99mDpc9evSg5uZm+vXXXykqKop69uzJfsPS0pJ4PN5zj6Wjo0OxsbHMvfmLL74gsVhMaWlp5OHhQb1796Yvv/xSYefWjW68i+DWNN1Osd14X5Cbm0tELWt/bg8OgH744QcaOXIkqamp0Z49e2jNmjVEROTm5kaenp700UcfUVFRETk7O3da23799VeaO3cuBQcHk7KyMolEIlq9evVruR6+Kn766ScKDQ2l6OhokkqlNG7cOPrTn/5EmZmZtHbtWiIi+uSTT+S+0/2c/x/eGn32jqKiogKenp4YPHgwpFIpQkJCIBAIcPPmTQAtqYubNm3qMlHyvLw8aGlpYcOGDXj06BGuXr2KadOmgcfjsUjqkydP0L9/f7i5uSlc4PdVsGnTJmhqauLEiRNyr584cQIikahNXW833h10pRtia7SXkRUfHw81NTWFRzveVhljN7rxqjhw4ACUlZVZ6RUXaSsoKICBgQErZ3/69GmHj8X1+4yMDEyfPh0DBw5ETEyM3GdiY2OhpKSElJSU7qjfO4itW7e+UN+puLgY1dXVsLGxYS6TDx48wJAhQ3Do0CHWBxRdkiD7e7GxsZg8eTL09PTA4/EQEBCA69evA/ifRtbgwYMVctysrCwYGBggOjqaXZempia5bMZudKMb3ejG28fevXvRt29fOUH21hlZd+/exbhx4+Dq6spK4IEWsfO3sdftKixcuBDh4eHQ19cHj8frFJOrDwXdVF4rfPPNN+Th4UHnz58nR0dHOnfuHC1dupR+/vlnam5upj/84Q/k4uJCP/30U5e0586dO/Tzzz+To6Mj/e1vfyNlZWXy8/OjIUOGUEhICB06dIi++uorSklJoblz53ZqxBH/F7G9evUqbd++nc6cOUPV1dVkYmJC2traNH/+fDp58iT77KVLl+jzzz+njz/+uNPa1I2OoUePHiQUCmnr1q0UGBhIKioqJBAIaMiQIbR27Vr65JNPqLGxUaFReg6yGVlr1qwhf39/SkxMpHXr1ik82vG87C8uA4CoJRvliy++IE1NTYUeuxvdaA1uLK2vr2ev/frrr/Tzzz/TunXr6N69eyzS9sMPP9C//vUv9rnPP/+8w8fv0aMHHTt2jMRiMd24cYOuXLlCZ8+epaysLPaZsWPHkq+vL0VGRrKsnW68G7h58yaFhYXRxo0b6d69e3Lvcffpn//8JxUXF9OTJ0/o22+/pbt379L06dPpo48+IjMzMzb29ejRQ6Ft434vJSWFNmzYQCKRiNasWUPz5s2j3NxcSkpKovz8fDIzM6OoqCg6d+4cTZ8+vcPH1dbWpoULF9KBAwdoxYoVVFRURB999BF99tlnHf7tbnSjG93ohuKgoqJCP/74I+3YsYM2bdpERG0zsn788UcaNWoU3bt3j3Jycth3//znP3+Q2bXcXsTPz48GDx5Mw4YNIw0NDdLS0nrLLXt30QPdK9M2ePLkCfn5+dG1a9coLi6O9PX1u/T4ANhCcNeuXTRp0iTavXs3/fTTT+y9K1eukJOTExERzZs3j2xtbbukTQcOHKCpU6dSz5496aOPPiKRSEQBAQF048YNWrp0KWVkZJCSkhJ98skndP36dVq9ejX16tWrU9vWjc5DU1NTpxBYsrh58yaJxWKqqqqijRs3dmp/uXnzJgUEBNA333xD3t7eZGJiwt6bN28eHTx4kFavXk3/+Mc/Oq0N3fh9gxtLf/vtN9q7dy99/PHH5O7uTv/5z38oKSmJ1q9fT4aGhuTi4kLffvstrV+/nnbu3EkbN25UWL+8f/8+7dq1i/7yl7+Qq6srpaenU0JCAv3jH/8gsVhMOjo67LNLliwhKysr+uWXXxRy7G4oBufPn6fAwECytbUlDw8P+uGHH9r9nK+vLx07doy+//57+vLLL2nz5s30ySefUHNzc6eWJIwbN47+/Oc/05QpU9hrR44coYiICNLS0iI/Pz/65Zdf6Pz586ShoaGweea3336jqVOnUkpKSncpeDe60Y1uvKO4d+8eRUVFUVlZGTk7O5OrqysRUZu5acSIEfTtt99SdHT022pql0F2/y+LrtiLvY/oTpFpB3/605+oT58+lJmZyTpNV3QgrvPW1dWx6KGGhgb9+9//pvXr19OwYcPon//8JxERffvtt2RiYkL//e9/SUlJqVPbRdQSXT158iSFhITQuHHjyM3NjSIjI2nHjh1E1MIcz5gxg86ePUuZmZlMR6WrMta60XHIDp7c/7ti0Pzll18oJSWFiOi5GzFFHmvBggUUEBBASUlJRERkYmJCixYtojVr1tCGDRu6CaxudBq452r//v0UHBxMmpqadO3aNTp16hRNmzaNvL296eOPP6Y9e/aQk5MTKSkp0ZMnT2jJkiUK65d3794lsVhMUqmUpk6dSkREffv2pebmZlq6dCklJSVRjx49SFtbm4iIRo0apZDjdkOx0NbWpri4OAoICCAikiOyZMfyadOm0dKlS1l/6tmzJzU2NnZahnRzczM1NzdTRUUFffrpp0RELJvX3Nyc8vPzKT4+nhoaGmjChAmsnylqjaWnp0fbt2/vzsDqRje60Y13GN9//z1NnjyZoqKiaPPmzURE5OrqSh999BGbD549e0bNzc2/Gx3O52VGdxNY7aM7E6sVuMVffX092dnZ0S+//EJLlizpsuOeOHGC1q9fT5988glZWlpS//79acWKFbR27VoyMTEhd3d3+vrrr2n9+vV09OhRWrt2baeLpQOg+vp6GjduHP33v/+lgIAAevbsGXl5eVFzczM9e/aMzM3NSSKR0Ndff93pEd5udKOj4DKy/v73v9MXX3xBR48epQ0bNpCqqurbblo3PnBcuHCBRo4cSRMnTiQHBwcqLCwkoVBIv/76K4WHh5Ouri5VVFTQ9evX6Q9/+AN9//339N133yns+EVFRbRhwwZat24djRw5knx9fdl7Bw8epOXLl9Mf/vAHGj9+PGloaCjsuN3oHGRlZVFgYCCJRKI2RFZeXh5NnjyZPv74Y9q0aRP16NFD4QG55833S5YsoYSEBNq4caPcBmT9+vW0ceNG0tLSoilTpnSvFbrRjW5043cMLiOrvLyc7O3tafDgwey9+fPn086dO2nt2rWdHuTuxvuHbhKrHeD/HHsmTZpE2dnZtHHjRvrTn/7U6cc9fvw4jRw5kuzt7enKlSvU0NBAAwYMIIlEQqtWraIdO3bQtWvX6Ndff6XHjx9TQkJCpzgltIfm5mZyd3cnKysrcnNzo9jYWAJA4eHhFBQUREeOHCENDQ2aPn06/fjjj13Spm50oyPoyjLGbnSDw6pVqygrK4sWLVpEpaWlNGnSJPrpp5/o/Pnz9OzZM4qIiCB1dXWFaF8R/S9AUlFRQd988w316NGDZXetWrWKIiIiyM3NjX1+z549tGnTJpo9ezbL/O3Gu43z589TQEAA2drakpeXF/3rX/+ia9euUWhoKDU1NdG2bdvok08+eW6pwptClsDasmUL3bp1i4iIgoODiYho6NChlJeXRwsW/P/t3Xtcz/f///HbWykmmRb6kFOxlDA5zHEjvh9kfJwSOR9WRFHNoTkzcmoRJSKHsils9mGfGeajmcMOjsPwGZnC5NScoo/q94df78nh41Rp3K+Xi8vW+/06PF55q/f7/no+H8+52NnZUbRoUQICAqhbty5eXl7GvlwKskREXl1nzpwhJCSE48ePU7VqVRwdHUlMTGTr1q0sXbo03z7ryl+LphM+hMFgwGAw4OPjQ1ZWVp4GWPd+wPjnP//J2LFj8fT0JDMzk0mTJvHPf/6TrKwsvL296dy5MwcPHqR48eLY2Njk6t35R9V1r7p162Jvb8+BAwdISUmhQ4cOAFSrVo1Dhw5hYWGh5r/yl5Gf0xhFsh0+fJg7d+4AEBcXR6lSpRgxYgSnTp2iffv2TJkyBTc3N3x8fIy/i56HwWBg69atzJ07F1NTU/7+97/TrVs3hg0bRmZmJhMnTsRgMBj7Ubz33ns0a9bspWyc+rKqU6eOcZq0wWCgUaNGzJ07lzt37vD5558bF+jIzSmEWVlZxvBpxowZrFmzhsqVK3P69GkOHjxIbGwsM2bMYPLkyQwcOJBSpUpRrFgxDAYD/fv3V4AlIiIAlCtXjqCgIDZt2sSGDRs4f/489vb2fPLJJ+rHKY+kkVj5LDscujck2r9/P2FhYVy6dImxY8dSr149AG7fvs3UqVPZs2cPbm5u9O3bl2LFiuVbjYcOHeLXX3+lePHitGjRwvh8cHAwp06dIjIyEoPBwIQJE7C0tMTb21sffERE/r97p6cDmJmZkZSUxMGDB6lRowbjxo2jY8eOtGvXjh9++IFZs2bh7OzM+++/n2vB6qFDh+jduzfdu3fn119/5fTp0zRu3JihQ4dibm5OaGgosbGxjBo1ij59+uTKOeXFyB6RlZqaip2dHWvXrs2TAOtey5YtIyoqiqioKJycnJg/fz7z58+nXr16xMTEALBlyxbS0tIwNzenRYsWed6XS0RE/trUzFweR+8g8tmpU6eoXLlyjrvrFSpU4Pr16xw7dox9+/YZQyxzc3PGjh1LcHAwcXFxmJqaGofg56XsxsOjR4/GysqKs2fP4u7ujr+/P1ZWVqSkpHD9+nX27t3Lpk2b+Prrr1m1apUCLBGR/y87wEpISCAuLg4TExM6duyIq6srZcuW5YsvvuDkyZPGEa07d+7Ezs6OUaNGPffNintvkiQnJ9O9e3dGjBgBwJw5c9i8eTMAQ4cOxd/fn5s3bzJv3jw6duxI8eLF8/x3jOSNOnXqEBoaSlhYGEuXLsXU1DRXw6LY2Fhq165t7HGVlpbG3r178fPzw8nJiYMHD7J582bef/99NmzYQK9evYiJiaFly5Y5jpORkaEAS0REcrj3vYtG6crjaCRWPgoLCyMiIoIuXbrg5OSEu7s7hQsXBiA1NRVfX18uXbrE4MGDcXNzMybQ6enphISE0LNnzzyd9nTv1MauXbvi4+ND/fr1OXz4MCNGjKBt27ZMmDCB48ePM3jwYMzNzTE1NWXOnDmarywicp9du3YxePBgGjVqREpKCkeOHGH27Nm4ubnx/fff4+3tTatWrShUqBBbtmwhJibmuVebvXeRkG+//ZajR49ia2vL9OnTjduEhoayefNmmjZtire3N6+99hrXr1/H2tr6eS9ZCoDs10BuBlgzZsxg6dKldO3alW7duuHk5ER6ejpdunQxTlENCQnB1taWgQMHMmfOHJYuXYq1tTULFy58ZVaXEhERkbynW2H5KCsrC1NTU37++Wd+/PFHli9fjqenJ/Xr18fR0ZHw8HB8fX1ZtGgRBoOBNm3aYGJigpmZGUFBQXlen8Fg4LvvvmPv3r3Uq1ePtm3bGlfHMjExwd/fHxMTE4KCgti4cSPnzp3D2toaKyurPK9NRKSgy74nlH0n8fz58/j6+jJgwACSkpJYvHgxAQEBxp/vAwcOZPv27bz++uu5EmBlnzshIQFfX1+cnJxISUnh+PHjJCYmUrlyZQD8/f2NK9YVLlyYgIAABVgvkeyWBbk52il7oYHdu3cbe6g5OTkRGBhImTJlOHLkCDdu3KBhw4aYm5tjbW2Nm5sbb7zxRq68rkVERESyaSRWPtq/fz/h4eHUr1+fqlWrEhMTw+7duzEzM6Nz5864ubnh4ODAoEGDyMzMpEOHDnTq1Clf5wSHh4czb948ypYty7p167C0tDTe1d2yZQsjRoygadOmTJs2TdMHRUTukf2z8qeffmLHjh1s27aNFi1aMHToUACSkpKIiooiPj6eiIgIXF1dycjI4Pbt27m2GuHly5eJjo6mfPnyeHh4cODAAUJCQjh27BhxcXFUqlTJuG1kZCRubm5aUVYeKyMjAy8vL1JSUrhx4wb169fHy8sLOzs7AAIDA7l06RLLli0DYODAgbi4uODj42PcX/1NREREJDdowmk+qlWrFpmZmWzZsoVmzZqxZMkS5s2bR+fOnYmNjaV3795MnjwZNzc3jhw5wr///W/S0tLypbbExESuXbvGkCFDGDVqFOfOnePTTz8F/hxV0LJlS6ZNm8aePXu4efNmvtQlIlLQ3TsC69///jc9e/bku+++45dffuHgwYP89ttvwN1VML28vOjevTs+Pj5s3LgRExOTXAmwsrKySExMpEmTJsYV6eDu752RI0fy5ptv4uHhYawFYNCgQQqw5LGyAyhXV1datGiBt7c327dvJzIykqNHjwJQpkwZrl69yuzZs+nbty+XL1/Gy8vLeAwFWCIiIpJbFGLlk8zMTAwGA4GBgRw+fJjw8HAAXF1dSUlJoWzZsrRr146dO3cyc+ZMLCwsCAwMzJfRTidPnsTHx4e5c+dy/fp1+vXrx9ChQwkNDSU6OjrHtm3atGHTpk2ULl06z+sSESnIbt++DfwZ9CclJbFp0yamTJnCypUriYiIMH7YP336NAC2trb079+fvn37UqVKlVyrxWAwULlyZby8vLh06RKHDx/m0qVLADg7OzN69GgcHR1p1aoVSUlJuXZeeTndunULuBuOZgdQderUYfXq1djb2zN79mx27tzJ0qVLjYsHlCxZkgMHDlC8eHHjYjQZGRkv8jJERETkJaTphPnsypUr+Pn5YTAYWLx4MePHj+e7775jxYoV2NnZcfv2bdasWcM777yTp03c7zdx4kT27dtH48aNGTx4MMWLFyciIoKwsDBGjx5N3759860WEZGCbvr06VSqVAkPDw8MBgPHjh0jLCyMxMREZs2aZWxkvXXrVnx8fOjQoQNDhgwx/lzPjabb2dMXr1+/DmC86REaGsrChQsJCAigS5cuxr6FBw8eJCIigpEjRxqngYncb+rUqZiYmODu7o69vX2O51asWMHmzZtZunQpX3/9NcHBwTRq1IgPPviA0qVL89///hdTU9NcbywvIiIikk3vLvJZyZIl6dGjB4GBgXTs2JG0tDQiIyOxs7MjMzMTc3NzevTokac1ZH/wyczMNC5hOnHiRIKDg0lISABg8ODB+Pj4UKhQIaZPn46pqSk9e/bM07pERP4qMjIyqFWrlnEUlsFgICMjg8TERHbt2mUMsVxdXVmwYAG+vr7cuHGDkSNHUr58+VwLsBISEli8eDEAjo6OfPjhh/j7+5ORkcHHH38MYAyyatasSVhYGGZmZs91bnl5zZgxg5iYGIoWLcrq1avx8fGhVq1a1K1bF4C3336bb7/9lv3799O2bVvS09OZM2cO48ePJygoiIoVKwLkemN5ERERkWx6h/ECNGrUiLp163L06FHmzJmDs7MzgDFQymsGg4F9+/axbds24/LqAEFBQQQHB7Np0yZMTEzw9vZm0KBBFC5cmIYNG+ZLbSIiBdnevXtxcXFhzJgxACQkJPDbb7/Ru3dvxowZg7m5OfHx8RQvXhwPDw8AmjdvTkhICOPHj8+1AMlgMLBp0yYCAwNp164dGRkZbNy4kfT0dCZOnMgHH3wAQFhYGLdu3aJXr16ULFlSAZb8T+7u7uzevZv//ve/2Nra8sUXX7B582aqVKlCQEAADg4OVK9enUmTJrF+/Xo6duxIeno627ZtyzF6PDvcFREREclt6on1AlhaWtKgQQOuXbtm7DWRH30jsmeOXrlyhfj4eDZs2EB0dHSOJu1BQUFUq1aNVatWERISwtWrVxkwYMADUwpERF4127ZtY9iwYSxatMj42DfffMO0adNYuXIl5cuXZ/jw4VSvXp3Y2Fji4+ON27Vq1YqtW7dSpkyZZzp3do+ibP/5z3+YPn0648aNY9q0aXh5eZGWlsaGDRsYOXIkAB988AHdunUjNjb2mc4prx47OztCQkLIysqiWLFidO7cmd69e/Pjjz/Sr18/ZsyYwXvvvUflypVZt24dAB4eHixYsIBChQqRmZn5Yi9AREREXnoKsfJZdpA0YMAAypcvb1yOOj9W7jEYDGzcuJFJkyYxbNgw3n33Xb7++muioqK4ceOGcbvGjRtjZWXFjRs3SE9Pz/O6RET+CipVqkTjxo358ssviYqKAmDy5Ml4enoydepUYmJiqFy5Mr6+vlSpUoVPP/2UmJgY4/7PugphZGQkERERXL582fhYYmIiFhYWdO3alT/++IN58+bRunVrhg4dypYtW5g6dSoAY8eOZePGjZQsWfI5rlxeJXZ2dsyZM4dffvmFbdu2YW1tzVdffUXHjh05duwYnTp1Ys+ePWzbtu2BffNrRLmIiIi8uvRuI58ZDAZjrwgXFxdOnTrF1atX8/Sc2cFZcnIykZGRODo6YmNjw+jRo6lduzZbtmzJMSLr7Nmz/OMf/+DDDz/E2to6T2sTEfkryMrKolKlSgwZMgQnJye++OILIiMjARg/fjzu7u4EBwcTExODnZ0dfn5+lCpVii+//NL4M/5Zp1jduHGDRYsWER8fbwyyMjIyKFGiBElJSXz22WcULVoUHx8f3NzcKFSoEDExMfTq1YuMjAwFWPLUqlatSlhYGCkpKYSGhrJ371769u1LdHQ0Y8aMwcrKit9//x2tDSQiIiL5TasTvkBJSUlkZWVRoUKFXD1udsPf7P8C7N+/nxkzZnDz5k0WLVpknNKSnp7ORx99xE8//UTRokUpV64cCQkJfP7551q9SkQEjItgZP9MTUpKYvny5Xz77bd069aN/v37AzBhwgRWr17NmDFj6NGjB7/99htFihR55imE91qwYAFz587Fz8+P3r17k5mZyfHjx7GzsyMgIIBWrVrRvXt3zp8/z5gxY3B3d8fJySlfV7mVl8+JEycYNmwYJUqUwMvLi3fffRe4e7PLxsYmx78LERERkfygkVgvUPny5XM9wAI4deoUkPOuf8WKFcnMzOTYsWN88cUXxr4VZmZmjB07Fnd3dypWrIjBYGD16tUKsETklXfkyBEAY6+f7J+b5cuXp3Dhwpw7d474+HgWLlwIwKRJk+jWrRtTpkwhLi6OihUrPneAlX3OwYMH4+vrS1hYGMuXL6dQoULUrVuXCxcucOzYMapVqwZAfHw8qamp1K1bVwGWPDd7e3vmzp3L1atXiY6O5uuvvwagbNmyxn8XCrBEREQkP2kk1ksmLCyMiIgIunTpgpOTE+7u7hQuXBiA1NRUfH19uXjxonHayf29uNLT07V6lYi88r766itCQ0Pp168f3bt3B/4c5bpo0SKio6MZNWoUe/fuZd++fbRr1w5vb28Apk+fjru7e64tiJE9EgwgPDycefPm4efnR48ePbh16xbt27fHxsYGCwsLjh8/TkxMjDHUEskNJ06coGfPnrRp04bx48e/6HJERETkFaYQ6yUzd+5coqKisLe3N65m5enpSf369XF0dOTq1av4+vpy+fJlvL29adOmDSYmJmRkZORLc3kRkb+C06dPM3nyZK5du0aHDh2MQdbChQuJjo5m9uzZNG3alNOnTxMZGcmRI0do1qwZw4cPz5N6HhZkBQQE4OXlxffff8/GjRsxNzfP1fBM5F5nzpzBxsZG7xVERETkhVKI9ZLZv38/4eHh1K9fn6pVqxITE8Pu3bsxMzOjc+fOuLm54eDgwKBBg8jMzKRDhw506tRJb0pFRO6TnJzMRx99xMWLFxkwYABnzpwhKiqKWbNm8c477+TokTV79mzOnz/PggUL8qyR+r1BVkREBOHh4Sxbtox69eqpL5HkG930EhERkRdJIdZLJisri4EDB3L9+nXi4uIA2Lp1Kzt37iQ2NhZTU1Patm3LW2+9xcyZM2nYsCEzZ87EwsLiBVcuIlLwZAdZx48f59KlS0RGRtKwYcMHmr0nJydjZmZG6dKl87SeewOEzp07U716dSZPnpyn5xQRERERKSjU2P0lkt1gNTAwkMOHDxMeHg6Aq6srKSkplC1blnbt2rFz505jcBUYGKgAS0TkEWxtbRk3bhwODg6UK1eOs2fPAjzQ1NrW1jbPA6z09HQuXrxo/LpUqVLY2Njk6TlFRERERAoSjcR6CV25cgU/Pz8MBgOLFy9m/PjxfPfdd6xYsQI7Oztu377NmjVreOedd7R6lYjIE7h3aqG7uzseHh5Azil+eW3Xrl1MmTKFJk2akJWVxbp161i1apV6YImIiIjIK0Mh1ktq48aNBAYGUqlSJdLS0ggLC8PZ2TlfP3CJiLxMsoOs1NRU2rRpQ58+ffL1/OfOnSMyMpKff/4ZGxsb/Pz8tAqhiIiIiLxSFGK9pLJXITx69Chz5syhYcOGL7okEZG/vOTkZEaNGoWpqSnz5s3D0tIy32vIXnm2SJEi+X5uEREREZEXyfRFFyB5w9LSkgYNGvDjjz8amwBrRSERkedja2vLrFmzMBgMLyTAAoVXIiIiIvLq0kisl1D2alnp6em0a9cOe3t7IiIiXnRZIiIiIiIiIiLPTM2RXkIGg4GsrCxMTU1xcXHh1KlTXL169UWXJSIiIiIiIiLyzDQS6yWXlJREVlYWFSpUeNGliIiIiIiIiIg8M4VYIiIiIiIiIiJS4Gk6oYiIiIiIiIiIFHgKsUREREREREREpMBTiCUiIiIiIiIiIgWeQiwRERERERERESnwFGKJiIiIiIiIiEiBpxBLREREREREREQKPIVYIiIikqeysrLydT95Nen1IiIi8vJTiCUiIiJP7fjx4/j7+9O4cWOcnZ1p0qQJw4cP5+jRozm227NnD15eXk99/G+++YZRo0blVrkvTHJyMg4ODnz22WeP3GbevHk4ODg88vnRo0fj6ur6VOf97LPPcHBwIDk5+an2e1rZtf+vP09b+5NwcHBg3rx5AKSnpzNt2jTWr1+fK8fu1asXvXr1ypVjiYiISO4yfdEFiIiIyF/Lf/7zHzw8PHjrrbcYO3Ysb7zxBr///juxsbF07dqVFStW8NZbbwGwevVqTpw48dTnWLZsWe4W/Ypp1qwZcXFxlC5dOk/P4+7uTtOmTY1fr169mjVr1hAXF2d8zMzMLNfPGxcXh42NDQApKSksX76c4ODgXDn2hAkTcuU4IiIikvsUYomIiMhTWbp0KSVLliQqKgpT0z/fSrRs2ZLWrVsTERHBokWLXmCFYmVlhZWVVZ6fx8bGxhgmAWzfvh3AGGLmlbw8fpUqVfLs2CIiIvJ8NJ1QREREnsrFixfJysoiMzMzx+OvvfYaH374IW3atAHuToP7/PPPOXPmTI4pdcnJyYwcOZImTZpQvXp1GjZsyMiRI7ly5QpwdzrXDz/8wA8//ICDgwPff/89AKmpqYwfP55GjRpRo0YNunbtyq5du3LUsGPHDrp27Urt2rWpV68egwcPfuxIsMfVA+Dq6kpYWBgzZsygUaNG1KxZkwEDBnDq1Kkcx9q0aRPt27enZs2adOzY8YHplblh9OjR9O3bl7Vr19KqVSucnZ35xz/+wbfffmvc5mHTCXfs2IGnpyd16tTh7bffJjAwkHPnzuXYx8nJiQMHDuDh4UGNGjVo3rw5S5Ysee6ajx8/jre3Ny4uLri4uDBkyBCSkpKMz3///fc4ODiwatUqmjdvjouLCzt27GD06NH06dOHCRMm4OLigpubGxkZGcbphMnJybRo0QKAoKCgHFMXn/R6V69eTePGjalfvz6//vrrA9MJMzMzWbRoEf/3f/+Hs7MzrVq1IiYmJsf1nT59mkGDBvH2229Tq1YtPDw8SEhIeO7vm4iIiOSkEEtERESeSrNmzTh79izdunVj5cqVnDhxwthUu3Xr1nTs2BEAHx8f3n33XUqVKkVcXBzNmjUjLS2N3r17c+LECSZMmMCSJUvo3bs3X375JaGhocDd6VxOTk44OTkRFxdH9erVuX37Nn369OGbb77B39+f+fPnY2Njw8CBA41BVlJSEj4+Pjg7O7NgwQKmTp1KYmIiXl5eDwRu2Z6knmwrVqzg5MmTBAcH89FHH3Ho0KEcfbu2bt2Kn58fDg4OhIeH06ZNG0aMGJHr33+AQ4cOsWTJEvz8/AgPD8fExARfX1/++OOPh26/bt06+vfvz9/+9jc+/vhjgoKC2LdvHx4eHly6dMm4XWZmJsOHD8fNzY1Fixbh4uLCzJkzjSOsnkViYiLdunXj0qVLzJgxg6lTp5KUlET37t1znBtg/vz5jBo1ivHjx1O7dm0AfvrpJ86dO0d4eDiBgYGYmJgYty9dujTz588HYPDgwcb/f9LrzcjIIDo6mqlTpxIUFIS9vf0D9U+cOJGwsDDat29PZGQkrVu3Ztq0aYSHhxu/Z97e3qSlpTFz5kwiIiJ4/fXXGTx4ML/99tszf99ERETkQZpOKCIiIk/F09OTCxcusGTJEiZPngxAyZIladKkCb1796ZmzZoAVKhQASsrK8zMzIzTv3755RdsbGyYMWMG5cuXB6BBgwYcOHCAH374Abg7ncvCwgL4c9pYfHw8R48eJT4+nlq1agHwzjvv0KtXL2bPns3atWs5ePAgt27dwtvbmzJlygB3p7t988033Lx503jMe506deqx9WSztLQkIiLCGKKcPn2aefPmceXKFUqWLEl4eDg1a9Zk1qxZAMZeUSEhIc/5HX/QtWvX+Oyzz6hQoQJwdxRcz5492b17N61atcqxbWZmJrNnz6ZJkyY5aske2bRkyRJGjhwJ3F3hz8fHB3d3dwDq1KnD5s2b2bZtW47eV09j/vz5FC1alGXLlhn/Dho2bEjLli1ZvHhxjiDQ09OT1q1b59j/zp07TJ48Oce0xWxmZmY4OjoCd19vTk5OT3W9AIMGDaJZs2YPrT0xMZH4+HgCAgKMCxQ0adIEg8HAwoUL8fT05M6dO5w8edIY2gLUrFmT+fPnk56e/gzfMREREXkUjcQSERGRpzZs2DC2b99OSEgIXbp0wcLCgvXr1xsbuz+Ko6Mjn3zyCeXKlePUqVMkJCSwZMkSTp48+T8/8O/atYtSpUpRvXp17ty5w507d8jIyKB58+YcOnSIP/74g1q1amFubk6XLl2YOnUq27dvp1q1avj7+z80wHraemrUqJFjFFB2qJKWlsatW7c4fPgwzZs3z7FP9tTK/8VgMDx2m/tZWVkZA6z7a7lfYmIiFy5c4L333svxeIUKFahdu/YDYV32CCi4GxJZWVlx8+bNp64x2+7du6lfvz5FihQx/t1ZWFhQt25ddu7cmWPb7EDqXq+//vpDA6xHedrrfdg57609KysLV1dXY+137tzB1dWV27dvs2fPHqytralSpQrjxo1j1KhRrF+/nszMTIKCgqhateoT1y0iIiKPp5FYIiIi8kxKlCjBe++9ZwwLjhw5wogRI5g1axbt2rWjZMmSD91v6dKlREZGkpqairW1Nc7OzhQtWpRr16498lypqalcuHCB6tWrP/T5CxcuUKVKFWJjY1m0aBFr1qxhxYoVWFpa4unpyfDhwx8ZFj1pPUWLFs3xdaFCd+8FZmZm8scff5CVlfXANT/J6oDZx01PT3/oSn7p6em89tpr/7OW7Gt72LTJ1NRUAKytrR94ztramiNHjuR4rEiRIjm+LlSokHG66LNITU3lX//6F//6178eeO7+5vP3XydAsWLFnvp88OTX+7Bz3n+stm3bPvT58+fPYzAYiI6OZsGCBWzevJl169ZRuHBhWrZsyaRJkyhRosRT1S8iIiKPphBLREREntj58+fp3Lkzw4YNM045y+bk5IS/v7+xaffDQqz169czffp0RowYQadOnYwhxrBhw/j5558fed7ixYtTqVIlZs+e/dDnbW1tgZzTuPbs2UNcXByRkZFUq1btoaOinrWe+73++usUKlSIixcv5ng8OwT5X7LDlvPnzxunNN7r999/f2gg8zS1AQ/UBnfDv0eFjbmlePHiNGrUiH79+j3w3L2rW+aW3LxeS0tLAJYvX/7QMK1s2bIAlClThokTJzJhwgSOHj3Kxo0biYqKomTJkkyYMOEZrkJEREQeRtMJRURE5IlZW1tjamrKJ598wu3btx94/uTJk5ibm1OxYkXgz9FK2fbs2YOlpSUDBw40BkY3btxgz549OUYR3b9f/fr1OXfuHG+88QY1atQw/tmxYweLFy/GxMSEZcuW0bx5c+OIpoYNGzJlyhQAzp49+9DredJ6Hsfc3JzatWuzadOmHKOWtm7d+th969Wrh8Fg4KuvvnrguXPnznHw4EEaNGjwxLXcr3LlypQqVYoNGzbkeDwpKYn9+/fj4uLyzMd+Etmr/jk6Ohr/3pydnVm2bBmbN29+7uPfO8UTcvd669atC8CVK1dyvO4uX77M3LlzSU1NZd++fTRq1IiDBw9iMBhwdHTE39+fN99885GvOxEREXk2GoklIiIiT8zExISJEycyZMgQOnfuTI8ePbC3tyctLY0dO3awcuVKhg0bZpxCZWlpycWLF0lISMDR0ZGaNWvy6aefMn36dJo3b05KSgpLlizh4sWLOaZdWVpasm/fPnbt2oWTkxOdOnUiNjaWfv36MWjQIP72t7+xc+dOoqKi6NmzJ4ULF6ZBgwbMnj2bIUOG0LNnT0xMTFi1ahVmZmYP9KrK9qT1PImAgAD69OnD0KFD8fDwIDExkcjIyMfuV7ZsWXr27MmcOXO4ePEiTZs2pUiRIvz6669ER0dTrlw5evbs+VS13KtQoUIEBAQQFBREYGAg7du358qVK8yfP58SJUo8dIRUbvLx8aFbt254e3vTvXt3zM3NiYuLY8uWLYSFhT338YsXLw7c7Ztmb29PrVq1cu16HRwcaN++PePGjePMmTM4OzuTmJhIaGgotra2VKpUiTt37lCkSBFGjhyJr68v1tbW7Ny5k19++YXevXs/9/WJiIjInxRiiYiIyFNp1qwZ8fHxLFmyhMjISC5fvoyZmRlOTk6Ehoby97//3bhtp06dSEhIYMiQIfj5+fH++++TnJzM2rVr+eSTTyhTpgzvvvsunp6ejBs3jhMnTmBvb0+PHj04dOgQ77//PsHBwbRr146VK1cSEhLCrFmzuHbtGuXKlSMwMJD+/fsDUK1aNSIjIwkPDycgIICMjAycnZ2Jjo7Gzs7uodfSsWPHJ6rnSdStW5eoqCg+/vhjhg4diq2tLdOmTWPQoEGP3Xfs2LFUrVqVtWvX8vnnn3P79m1sbGxo2bIlgwYNemRj+ifVqVMnihUrxsKFCxkyZAgWFhY0bdqUgIAASpUq9VzHfpxq1aqxcuVKQkNDGTlyJFlZWbz55puEh4fTokWL5z6+hYUF/fr1Iy4ujoSEBHbs2JGr1xscHMzChQtZtWoVv//+O2+88QZubm4MHz4cExMTTExMiI6OJiQkhKlTp3L16lUqVarE5MmT6dSp03Nfn4iIiPzJkPU8nTpFRERERERERETygXpiiYiIiIiIiIhIgacQS0RERERERERECjyFWCIiIiIiIiIiUuApxBIRERERERERkQJPIZaIiIiIiIiIiBR4CrFERERERERERKTAU4glIiIiIiIiIiIFnkIsEREREREREREp8BRiiYiIiIiIiIhIgacQS0RERERERERECjyFWCIiIiIiIiIiUuApxBIRERERERERkQLv/wHaB3N3+tSV8AAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1400x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Load the dataset\n",
    "df_time_data = pd.read_csv(\"time_data.csv\")\n",
    "\n",
    "# Set the style of seaborn\n",
    "sb.set(style=\"whitegrid\")\n",
    "\n",
    "# Melt the DataFrame to have a long format suitable for seaborn\n",
    "df_melted = df_time_data.melt(id_vars=['States and Union Territories', 'Year'],\n",
    "                               value_vars=['Total Night Accidents time', 'Total Day Accidents Time'],\n",
    "                               var_name='Accident Type',\n",
    "                               value_name='Total Accidents')\n",
    "\n",
    "# Create a larger figure for better visibility\n",
    "mpl.figure(figsize=(14, 8))\n",
    "\n",
    "# Create the bar chart\n",
    "sb.barplot(x='States and Union Territories', y='Total Accidents', hue='Accident Type', data=df_melted, palette='Reds')\n",
    "\n",
    "# Add labels and title\n",
    "mpl.xlabel('States and Union Territories')\n",
    "mpl.ylabel('Total Accidents')\n",
    "mpl.title('Comparison of Night and Day Accidents by State')\n",
    "\n",
    "# Rotate x-axis labels for better readability\n",
    "mpl.xticks(rotation=45)\n",
    "\n",
    "# Save the plot as an image\n",
    "mpl.savefig('Comparison_of_Night_and_Day_Accidents_by_State.png', dpi=300)\n",
    "\n",
    "# Display the plot\n",
    "mpl.show()\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
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