{
 "cells": [
  {
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   "metadata": {
    "_cell_guid": "b1076dfc-b9ad-4769-8c92-a6c4dae69d19",
    "_uuid": "8f2839f25d086af736a60e9eeb907d3b93b6e0e5",
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     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# Economic Data Analysis with FRED API"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "25e40d29-1c22-499a-b9ca-56a50ad3939f",
   "metadata": {},
   "source": [
    "![README_banner.jpg](./images/README_banner.jpg)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0ff7c4c9-c728-4d81-96f9-e91af113b384",
   "metadata": {},
   "source": [
    "Imagine the economy as a living, breathing organism. Its beating heart? **Economic data**. Every tick, every pulse, reveals a story: the rise and fall of industries, the rhythm of jobs created and lost, the ebb and flow of opportunity. In this journey, we'll become economic detectives, using the powerful tools of **data analysis** to decode the whispers of these numbers and unravel the mysteries of the American economy.\n",
    "\n",
    "But where do we start? Our first clue is the **unemployment rate**: the chilling shadow cast by those seeking work but finding none. It's a measure of struggle, a reminder that opportunity isn't always evenly distributed. But it's also a call to action, a siren urging us to understand the forces at play in different corners of the nation.\n",
    "\n",
    "The second beat we'll listen to is the **labor participation rate**: the chorus of those actively engaged in the economic dance. It tells us who's showing up, who's stepping onto the floor, and who's choosing to sit it out. Is it driven by opportunity, necessity, or something else entirely? By digging deeper, we can uncover the stories behind the numbers, the motivations that guide the American workforce.\n",
    "\n",
    "And now, armed with these vital clues, we embark on the thrilling quest of **economic data analysis**. It's like putting together a giant economic puzzle, each piece a statistic, a trend, a regional variation. We'll use **Python**, our trusty analytical scalpel, to slice through the data, compare trends across states, and uncover hidden patterns."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3c0902cf",
   "metadata": {
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     "duration": 0.015947,
     "end_time": "2023-11-28T12:27:32.114912",
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     "start_time": "2023-11-28T12:27:32.098965",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "We will look at **unemployment rates and participation rates of every state in the USA** using the [FRED API](https://fredhelp.stlouisfed.org/fred/about/about-fred/what-is-fred/)."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cd7d968d",
   "metadata": {
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     "end_time": "2023-11-28T12:27:56.292475",
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     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# 1. Request for FRED API Key"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2e63168c",
   "metadata": {
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     "duration": 0.025677,
     "end_time": "2023-11-28T12:27:56.335103",
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    "tags": []
   },
   "source": [
    "To get your own FRED API key:\n",
    "\n",
    "1. Register for an account in [FRED](https://fred.stlouisfed.org/docs/api/fred/)\n",
    "2. Go to `My Account > API Keys`\n",
    "3. Click the Request API Key button\n",
    "4. Copy the API key generated for your account\n",
    "\n",
    "After doing those steps, you then have to paste your API key inside a `.py` file within a variable name of your choice.\n",
    "\n",
    "You can then proceed to import the libraries required for analysis, and the API key from [FRED](https://fred.stlouisfed.org/docs/api/fred/)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d135fdc1",
   "metadata": {
    "papermill": {
     "duration": 0.017063,
     "end_time": "2023-11-28T12:27:56.369421",
     "exception": false,
     "start_time": "2023-11-28T12:27:56.352358",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# 2. Import libraries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "303d1409",
   "metadata": {
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     "duration": 2.870512,
     "end_time": "2023-11-28T12:27:59.257778",
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     "status": "completed"
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    "tags": []
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   "outputs": [],
   "source": [
    "# Data manipulation\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "pd.set_option('display.max_columns', 500)\n",
    "\n",
    "# Plotting\n",
    "import matplotlib.pyplot as plt\n",
    "import plotly.express as px\n",
    "import seaborn as sns\n",
    "\n",
    "# Plot aesthetics\n",
    "plt.style.use('fivethirtyeight')\n",
    "color_pal = plt.rcParams['axes.prop_cycle'].by_key()['color']\n",
    "\n",
    "# Import `fredapi` and api key\n",
    "from fredapi import Fred\n",
    "import creds\n",
    "\n",
    "# Ignore warnings\n",
    "import warnings\n",
    "warnings.filterwarnings('ignore')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "97b54247",
   "metadata": {
    "papermill": {
     "duration": 0.016524,
     "end_time": "2023-11-28T12:27:59.336353",
     "exception": false,
     "start_time": "2023-11-28T12:27:59.319829",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# 3. Create Fred object"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "28415e89-bc75-4fc9-a4e8-b85509abdb89",
   "metadata": {},
   "source": [
    "We create a `fred` object here and load the api key as well."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "cbdbcc3a",
   "metadata": {
    "papermill": {
     "duration": 0.026994,
     "end_time": "2023-11-28T12:27:59.380169",
     "exception": false,
     "start_time": "2023-11-28T12:27:59.353175",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<fredapi.fred.Fred at 0x258944e2290>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fred = Fred(api_key=creds.api_key)\n",
    "fred"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "974d4852",
   "metadata": {
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     "duration": 0.016677,
     "end_time": "2023-11-28T12:27:59.413735",
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     "start_time": "2023-11-28T12:27:59.397058",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# 4. Begin Search for Economic Data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6c95d55c",
   "metadata": {
    "papermill": {
     "duration": 0.017289,
     "end_time": "2023-11-28T12:27:59.448039",
     "exception": false,
     "start_time": "2023-11-28T12:27:59.430750",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "We'll just test here how the FRED API's `.search()` method works."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "6f2e2157",
   "metadata": {
    "papermill": {
     "duration": 0.468166,
     "end_time": "2023-11-28T12:27:59.933335",
     "exception": false,
     "start_time": "2023-11-28T12:27:59.465169",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>realtime_start</th>\n",
       "      <th>realtime_end</th>\n",
       "      <th>title</th>\n",
       "      <th>observation_start</th>\n",
       "      <th>observation_end</th>\n",
       "      <th>frequency</th>\n",
       "      <th>frequency_short</th>\n",
       "      <th>units</th>\n",
       "      <th>units_short</th>\n",
       "      <th>seasonal_adjustment</th>\n",
       "      <th>seasonal_adjustment_short</th>\n",
       "      <th>last_updated</th>\n",
       "      <th>popularity</th>\n",
       "      <th>notes</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>series id</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
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       "      <th></th>\n",
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       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>SP500</th>\n",
       "      <td>SP500</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>S&amp;P 500</td>\n",
       "      <td>2013-11-29</td>\n",
       "      <td>2023-11-27</td>\n",
       "      <td>Daily, Close</td>\n",
       "      <td>D</td>\n",
       "      <td>Index</td>\n",
       "      <td>Index</td>\n",
       "      <td>Not Seasonally Adjusted</td>\n",
       "      <td>NSA</td>\n",
       "      <td>2023-11-27 19:11:03-06:00</td>\n",
       "      <td>83</td>\n",
       "      <td>The observations for the S&amp;P 500 represent the...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NASDAQCOM</th>\n",
       "      <td>NASDAQCOM</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>NASDAQ Composite Index</td>\n",
       "      <td>1971-02-05</td>\n",
       "      <td>2023-09-25</td>\n",
       "      <td>Daily, Close</td>\n",
       "      <td>D</td>\n",
       "      <td>Index Feb 5, 1971=100</td>\n",
       "      <td>Index Feb 5, 1971=100</td>\n",
       "      <td>Not Seasonally Adjusted</td>\n",
       "      <td>NSA</td>\n",
       "      <td>2023-09-26 07:07:02-05:00</td>\n",
       "      <td>69</td>\n",
       "      <td>The observations for the NASDAQ Composite Inde...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NASDAQ100</th>\n",
       "      <td>NASDAQ100</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>NASDAQ 100 Index</td>\n",
       "      <td>1986-01-02</td>\n",
       "      <td>2023-09-25</td>\n",
       "      <td>Daily, Close</td>\n",
       "      <td>D</td>\n",
       "      <td>Index</td>\n",
       "      <td>Index</td>\n",
       "      <td>Not Seasonally Adjusted</td>\n",
       "      <td>NSA</td>\n",
       "      <td>2023-09-26 07:07:01-05:00</td>\n",
       "      <td>57</td>\n",
       "      <td>The observations for the NASDAQ 100 Index repr...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>VXNCLS</th>\n",
       "      <td>VXNCLS</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>CBOE NASDAQ 100 Volatility Index</td>\n",
       "      <td>2001-02-02</td>\n",
       "      <td>2023-11-24</td>\n",
       "      <td>Daily, Close</td>\n",
       "      <td>D</td>\n",
       "      <td>Index</td>\n",
       "      <td>Index</td>\n",
       "      <td>Not Seasonally Adjusted</td>\n",
       "      <td>NSA</td>\n",
       "      <td>2023-11-27 08:36:05-06:00</td>\n",
       "      <td>38</td>\n",
       "      <td>Copyright, 2016, Chicago Board Options Exchang...</td>\n",
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      "text/plain": [
       "                  id realtime_start realtime_end  \\\n",
       "series id                                          \n",
       "SP500          SP500     2023-11-28   2023-11-28   \n",
       "NASDAQCOM  NASDAQCOM     2023-11-28   2023-11-28   \n",
       "NASDAQ100  NASDAQ100     2023-11-28   2023-11-28   \n",
       "VXNCLS        VXNCLS     2023-11-28   2023-11-28   \n",
       "\n",
       "                                      title observation_start observation_end  \\\n",
       "series id                                                                       \n",
       "SP500                               S&P 500        2013-11-29      2023-11-27   \n",
       "NASDAQCOM            NASDAQ Composite Index        1971-02-05      2023-09-25   \n",
       "NASDAQ100                  NASDAQ 100 Index        1986-01-02      2023-09-25   \n",
       "VXNCLS     CBOE NASDAQ 100 Volatility Index        2001-02-02      2023-11-24   \n",
       "\n",
       "              frequency frequency_short                  units  \\\n",
       "series id                                                        \n",
       "SP500      Daily, Close               D                  Index   \n",
       "NASDAQCOM  Daily, Close               D  Index Feb 5, 1971=100   \n",
       "NASDAQ100  Daily, Close               D                  Index   \n",
       "VXNCLS     Daily, Close               D                  Index   \n",
       "\n",
       "                     units_short      seasonal_adjustment  \\\n",
       "series id                                                   \n",
       "SP500                      Index  Not Seasonally Adjusted   \n",
       "NASDAQCOM  Index Feb 5, 1971=100  Not Seasonally Adjusted   \n",
       "NASDAQ100                  Index  Not Seasonally Adjusted   \n",
       "VXNCLS                     Index  Not Seasonally Adjusted   \n",
       "\n",
       "          seasonal_adjustment_short               last_updated popularity  \\\n",
       "series id                                                                   \n",
       "SP500                           NSA  2023-11-27 19:11:03-06:00         83   \n",
       "NASDAQCOM                       NSA  2023-09-26 07:07:02-05:00         69   \n",
       "NASDAQ100                       NSA  2023-09-26 07:07:01-05:00         57   \n",
       "VXNCLS                          NSA  2023-11-27 08:36:05-06:00         38   \n",
       "\n",
       "                                                       notes  \n",
       "series id                                                     \n",
       "SP500      The observations for the S&P 500 represent the...  \n",
       "NASDAQCOM  The observations for the NASDAQ Composite Inde...  \n",
       "NASDAQ100  The observations for the NASDAQ 100 Index repr...  \n",
       "VXNCLS     Copyright, 2016, Chicago Board Options Exchang...  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "nasdaq_search = fred.search('NASDAQ', order_by='popularity')\n",
    "nasdaq_search.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "07835623",
   "metadata": {
    "papermill": {
     "duration": 0.026062,
     "end_time": "2023-11-28T12:27:59.977020",
     "exception": false,
     "start_time": "2023-11-28T12:27:59.950958",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(4, 15)"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "nasdaq_search.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "999cfbd2",
   "metadata": {
    "papermill": {
     "duration": 0.017214,
     "end_time": "2023-11-28T12:28:00.011511",
     "exception": false,
     "start_time": "2023-11-28T12:27:59.994297",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# 4.1 Pull raw data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "03bd5b15",
   "metadata": {
    "papermill": {
     "duration": 0.017089,
     "end_time": "2023-11-28T12:28:00.045757",
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     "start_time": "2023-11-28T12:28:00.028668",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "Now we'll test pulling out data using the `.get_series()` method and make a quick plot."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "48017788",
   "metadata": {
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     "duration": 1.881469,
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     "start_time": "2023-11-28T12:28:00.062955",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1200x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fred.get_series(series_id='NASDAQ100').plot(lw=2, figsize=(12, 7))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ea15a1cf",
   "metadata": {
    "papermill": {
     "duration": 0.018736,
     "end_time": "2023-11-28T12:28:01.982315",
     "exception": false,
     "start_time": "2023-11-28T12:28:01.963579",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# II. Unemployment Rate Analysis"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ddd8b915",
   "metadata": {
    "papermill": {
     "duration": 0.018101,
     "end_time": "2023-11-28T12:28:02.018979",
     "exception": false,
     "start_time": "2023-11-28T12:28:02.000878",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# 1. Pull and Join Multiple Data Series"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "04e2df64",
   "metadata": {
    "papermill": {
     "duration": 0.018094,
     "end_time": "2023-11-28T12:28:02.055494",
     "exception": false,
     "start_time": "2023-11-28T12:28:02.037400",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "Now let's pull some data for unemployment rates in the USA per state"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "0ada74ae",
   "metadata": {
    "papermill": {
     "duration": 3.164268,
     "end_time": "2023-11-28T12:28:05.238159",
     "exception": false,
     "start_time": "2023-11-28T12:28:02.073891",
     "status": "completed"
    },
    "tags": []
   },
   "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",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>realtime_start</th>\n",
       "      <th>realtime_end</th>\n",
       "      <th>title</th>\n",
       "      <th>observation_start</th>\n",
       "      <th>observation_end</th>\n",
       "      <th>frequency</th>\n",
       "      <th>frequency_short</th>\n",
       "      <th>units</th>\n",
       "      <th>units_short</th>\n",
       "      <th>seasonal_adjustment</th>\n",
       "      <th>seasonal_adjustment_short</th>\n",
       "      <th>last_updated</th>\n",
       "      <th>popularity</th>\n",
       "      <th>notes</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>series id</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>UNRATE</th>\n",
       "      <td>UNRATE</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>Unemployment Rate</td>\n",
       "      <td>1948-01-01</td>\n",
       "      <td>2023-10-01</td>\n",
       "      <td>Monthly</td>\n",
       "      <td>M</td>\n",
       "      <td>Percent</td>\n",
       "      <td>%</td>\n",
       "      <td>Seasonally Adjusted</td>\n",
       "      <td>SA</td>\n",
       "      <td>2023-11-03 07:50:02-05:00</td>\n",
       "      <td>94</td>\n",
       "      <td>The unemployment rate represents the number of...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LNS14000006</th>\n",
       "      <td>LNS14000006</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>Unemployment Rate - Black or African American</td>\n",
       "      <td>1972-01-01</td>\n",
       "      <td>2023-10-01</td>\n",
       "      <td>Monthly</td>\n",
       "      <td>M</td>\n",
       "      <td>Percent</td>\n",
       "      <td>%</td>\n",
       "      <td>Seasonally Adjusted</td>\n",
       "      <td>SA</td>\n",
       "      <td>2023-11-03 07:50:06-05:00</td>\n",
       "      <td>66</td>\n",
       "      <td>The series comes from the 'Current Population ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CAUR</th>\n",
       "      <td>CAUR</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>Unemployment Rate in California</td>\n",
       "      <td>1976-01-01</td>\n",
       "      <td>2023-10-01</td>\n",
       "      <td>Monthly</td>\n",
       "      <td>M</td>\n",
       "      <td>Percent</td>\n",
       "      <td>%</td>\n",
       "      <td>Seasonally Adjusted</td>\n",
       "      <td>SA</td>\n",
       "      <td>2023-11-20 11:19:01-06:00</td>\n",
       "      <td>64</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>M0892AUSM156SNBR</th>\n",
       "      <td>M0892AUSM156SNBR</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>Unemployment Rate for United States</td>\n",
       "      <td>1929-04-01</td>\n",
       "      <td>1942-06-01</td>\n",
       "      <td>Monthly</td>\n",
       "      <td>M</td>\n",
       "      <td>Percent</td>\n",
       "      <td>%</td>\n",
       "      <td>Seasonally Adjusted</td>\n",
       "      <td>SA</td>\n",
       "      <td>2012-08-17 14:26:06-05:00</td>\n",
       "      <td>53</td>\n",
       "      <td>Series Is Presented Here As Three Variables--(...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>M0892BUSM156SNBR</th>\n",
       "      <td>M0892BUSM156SNBR</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>Unemployment Rate for United States</td>\n",
       "      <td>1940-01-01</td>\n",
       "      <td>1946-12-01</td>\n",
       "      <td>Monthly</td>\n",
       "      <td>M</td>\n",
       "      <td>Percent</td>\n",
       "      <td>%</td>\n",
       "      <td>Seasonally Adjusted</td>\n",
       "      <td>SA</td>\n",
       "      <td>2012-08-17 14:29:19-05:00</td>\n",
       "      <td>11</td>\n",
       "      <td>Series Is Presented Here As Three Variables--(...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>M08311USM156SNBR</th>\n",
       "      <td>M08311USM156SNBR</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>Unemployment Rate, Married Males, Spouse Prese...</td>\n",
       "      <td>1954-11-01</td>\n",
       "      <td>1968-01-01</td>\n",
       "      <td>Monthly</td>\n",
       "      <td>M</td>\n",
       "      <td>Percent</td>\n",
       "      <td>%</td>\n",
       "      <td>Seasonally Adjusted</td>\n",
       "      <td>SA</td>\n",
       "      <td>2012-08-17 14:28:17-05:00</td>\n",
       "      <td>3</td>\n",
       "      <td>Beginning In 1960 Data Include Alaska And Hawa...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CWSTUR</th>\n",
       "      <td>CWSTUR</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>Unemployment Rate in West Census Region</td>\n",
       "      <td>1976-01-01</td>\n",
       "      <td>2023-10-01</td>\n",
       "      <td>Monthly</td>\n",
       "      <td>M</td>\n",
       "      <td>Percent</td>\n",
       "      <td>%</td>\n",
       "      <td>Seasonally Adjusted</td>\n",
       "      <td>SA</td>\n",
       "      <td>2023-11-20 11:18:13-06:00</td>\n",
       "      <td>3</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LNS14000015</th>\n",
       "      <td>LNS14000015</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>Unemployment Rate - 16-19 Yrs., White</td>\n",
       "      <td>1954-01-01</td>\n",
       "      <td>2023-10-01</td>\n",
       "      <td>Monthly</td>\n",
       "      <td>M</td>\n",
       "      <td>Percent</td>\n",
       "      <td>%</td>\n",
       "      <td>Seasonally Adjusted</td>\n",
       "      <td>SA</td>\n",
       "      <td>2023-11-03 07:50:55-05:00</td>\n",
       "      <td>3</td>\n",
       "      <td>The series comes from the 'Current Population ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LRUN25TTUSM156S</th>\n",
       "      <td>LRUN25TTUSM156S</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>Unemployment Rate: Aged 25-54: All Persons for...</td>\n",
       "      <td>1960-01-01</td>\n",
       "      <td>2023-10-01</td>\n",
       "      <td>Monthly</td>\n",
       "      <td>M</td>\n",
       "      <td>Percent</td>\n",
       "      <td>%</td>\n",
       "      <td>Seasonally Adjusted</td>\n",
       "      <td>SA</td>\n",
       "      <td>2023-11-17 12:00:14-06:00</td>\n",
       "      <td>2</td>\n",
       "      <td>OECD Descriptor ID: LRUN25TT OECD unit ID: PC ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LNS14100000</th>\n",
       "      <td>LNS14100000</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>Unemployment Rate Full-Time Workers</td>\n",
       "      <td>1968-01-01</td>\n",
       "      <td>2023-10-01</td>\n",
       "      <td>Monthly</td>\n",
       "      <td>M</td>\n",
       "      <td>Percent</td>\n",
       "      <td>%</td>\n",
       "      <td>Seasonally Adjusted</td>\n",
       "      <td>SA</td>\n",
       "      <td>2023-11-03 07:50:55-05:00</td>\n",
       "      <td>2</td>\n",
       "      <td>The series comes from the 'Current Population ...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>102 rows × 15 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                id realtime_start realtime_end  \\\n",
       "series id                                                        \n",
       "UNRATE                      UNRATE     2023-11-28   2023-11-28   \n",
       "LNS14000006            LNS14000006     2023-11-28   2023-11-28   \n",
       "CAUR                          CAUR     2023-11-28   2023-11-28   \n",
       "M0892AUSM156SNBR  M0892AUSM156SNBR     2023-11-28   2023-11-28   \n",
       "M0892BUSM156SNBR  M0892BUSM156SNBR     2023-11-28   2023-11-28   \n",
       "...                            ...            ...          ...   \n",
       "M08311USM156SNBR  M08311USM156SNBR     2023-11-28   2023-11-28   \n",
       "CWSTUR                      CWSTUR     2023-11-28   2023-11-28   \n",
       "LNS14000015            LNS14000015     2023-11-28   2023-11-28   \n",
       "LRUN25TTUSM156S    LRUN25TTUSM156S     2023-11-28   2023-11-28   \n",
       "LNS14100000            LNS14100000     2023-11-28   2023-11-28   \n",
       "\n",
       "                                                              title  \\\n",
       "series id                                                             \n",
       "UNRATE                                            Unemployment Rate   \n",
       "LNS14000006           Unemployment Rate - Black or African American   \n",
       "CAUR                                Unemployment Rate in California   \n",
       "M0892AUSM156SNBR                Unemployment Rate for United States   \n",
       "M0892BUSM156SNBR                Unemployment Rate for United States   \n",
       "...                                                             ...   \n",
       "M08311USM156SNBR  Unemployment Rate, Married Males, Spouse Prese...   \n",
       "CWSTUR                      Unemployment Rate in West Census Region   \n",
       "LNS14000015                   Unemployment Rate - 16-19 Yrs., White   \n",
       "LRUN25TTUSM156S   Unemployment Rate: Aged 25-54: All Persons for...   \n",
       "LNS14100000                     Unemployment Rate Full-Time Workers   \n",
       "\n",
       "                 observation_start observation_end frequency frequency_short  \\\n",
       "series id                                                                      \n",
       "UNRATE                  1948-01-01      2023-10-01   Monthly               M   \n",
       "LNS14000006             1972-01-01      2023-10-01   Monthly               M   \n",
       "CAUR                    1976-01-01      2023-10-01   Monthly               M   \n",
       "M0892AUSM156SNBR        1929-04-01      1942-06-01   Monthly               M   \n",
       "M0892BUSM156SNBR        1940-01-01      1946-12-01   Monthly               M   \n",
       "...                            ...             ...       ...             ...   \n",
       "M08311USM156SNBR        1954-11-01      1968-01-01   Monthly               M   \n",
       "CWSTUR                  1976-01-01      2023-10-01   Monthly               M   \n",
       "LNS14000015             1954-01-01      2023-10-01   Monthly               M   \n",
       "LRUN25TTUSM156S         1960-01-01      2023-10-01   Monthly               M   \n",
       "LNS14100000             1968-01-01      2023-10-01   Monthly               M   \n",
       "\n",
       "                    units units_short  seasonal_adjustment  \\\n",
       "series id                                                    \n",
       "UNRATE            Percent           %  Seasonally Adjusted   \n",
       "LNS14000006       Percent           %  Seasonally Adjusted   \n",
       "CAUR              Percent           %  Seasonally Adjusted   \n",
       "M0892AUSM156SNBR  Percent           %  Seasonally Adjusted   \n",
       "M0892BUSM156SNBR  Percent           %  Seasonally Adjusted   \n",
       "...                   ...         ...                  ...   \n",
       "M08311USM156SNBR  Percent           %  Seasonally Adjusted   \n",
       "CWSTUR            Percent           %  Seasonally Adjusted   \n",
       "LNS14000015       Percent           %  Seasonally Adjusted   \n",
       "LRUN25TTUSM156S   Percent           %  Seasonally Adjusted   \n",
       "LNS14100000       Percent           %  Seasonally Adjusted   \n",
       "\n",
       "                 seasonal_adjustment_short               last_updated  \\\n",
       "series id                                                               \n",
       "UNRATE                                  SA  2023-11-03 07:50:02-05:00   \n",
       "LNS14000006                             SA  2023-11-03 07:50:06-05:00   \n",
       "CAUR                                    SA  2023-11-20 11:19:01-06:00   \n",
       "M0892AUSM156SNBR                        SA  2012-08-17 14:26:06-05:00   \n",
       "M0892BUSM156SNBR                        SA  2012-08-17 14:29:19-05:00   \n",
       "...                                    ...                        ...   \n",
       "M08311USM156SNBR                        SA  2012-08-17 14:28:17-05:00   \n",
       "CWSTUR                                  SA  2023-11-20 11:18:13-06:00   \n",
       "LNS14000015                             SA  2023-11-03 07:50:55-05:00   \n",
       "LRUN25TTUSM156S                         SA  2023-11-17 12:00:14-06:00   \n",
       "LNS14100000                             SA  2023-11-03 07:50:55-05:00   \n",
       "\n",
       "                 popularity                                              notes  \n",
       "series id                                                                       \n",
       "UNRATE                   94  The unemployment rate represents the number of...  \n",
       "LNS14000006              66  The series comes from the 'Current Population ...  \n",
       "CAUR                     64                                               None  \n",
       "M0892AUSM156SNBR         53  Series Is Presented Here As Three Variables--(...  \n",
       "M0892BUSM156SNBR         11  Series Is Presented Here As Three Variables--(...  \n",
       "...                     ...                                                ...  \n",
       "M08311USM156SNBR          3  Beginning In 1960 Data Include Alaska And Hawa...  \n",
       "CWSTUR                    3                                               None  \n",
       "LNS14000015               3  The series comes from the 'Current Population ...  \n",
       "LRUN25TTUSM156S           2  OECD Descriptor ID: LRUN25TT OECD unit ID: PC ...  \n",
       "LNS14100000               2  The series comes from the 'Current Population ...  \n",
       "\n",
       "[102 rows x 15 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "unemployment_df = fred.search('unemployment rate state', filter=('frequency', 'Monthly'))\n",
    "unemployment_df = unemployment_df.query('seasonal_adjustment == \"Seasonally Adjusted\" and' +\n",
    "                                        ' units == \"Percent\"')\n",
    "unemployment_df = unemployment_df.loc[unemployment_df['title'].str.contains('Unemployment Rate')]\n",
    "unemployment_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "5431a0b6",
   "metadata": {
    "papermill": {
     "duration": 31.799021,
     "end_time": "2023-11-28T12:28:37.056911",
     "exception": false,
     "start_time": "2023-11-28T12:28:05.257890",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "all_results = []\n",
    "\n",
    "for myid in unemployment_df.index:\n",
    "    results = fred.get_series(myid)\n",
    "    results = results.to_frame(name=myid)\n",
    "    \n",
    "    all_results.append(results)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "406e945b",
   "metadata": {
    "papermill": {
     "duration": 0.033395,
     "end_time": "2023-11-28T12:28:37.111866",
     "exception": false,
     "start_time": "2023-11-28T12:28:37.078471",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "list"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(all_results)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "bb8a1588",
   "metadata": {
    "papermill": {
     "duration": 0.03414,
     "end_time": "2023-11-28T12:28:37.168375",
     "exception": false,
     "start_time": "2023-11-28T12:28:37.134235",
     "status": "completed"
    },
    "tags": []
   },
   "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",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>UNRATE</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1948-01-01</th>\n",
       "      <td>3.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1948-02-01</th>\n",
       "      <td>3.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1948-03-01</th>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1948-04-01</th>\n",
       "      <td>3.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1948-05-01</th>\n",
       "      <td>3.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-06-01</th>\n",
       "      <td>3.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-07-01</th>\n",
       "      <td>3.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-08-01</th>\n",
       "      <td>3.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-09-01</th>\n",
       "      <td>3.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-10-01</th>\n",
       "      <td>3.9</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>910 rows × 1 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            UNRATE\n",
       "1948-01-01     3.4\n",
       "1948-02-01     3.8\n",
       "1948-03-01     4.0\n",
       "1948-04-01     3.9\n",
       "1948-05-01     3.5\n",
       "...            ...\n",
       "2023-06-01     3.6\n",
       "2023-07-01     3.5\n",
       "2023-08-01     3.8\n",
       "2023-09-01     3.8\n",
       "2023-10-01     3.9\n",
       "\n",
       "[910 rows x 1 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "all_results[0]"
   ]
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     "status": "completed"
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   "outputs": [
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       "            LNS14000006\n",
       "1972-01-01         11.2\n",
       "1972-02-01         11.2\n",
       "1972-03-01         10.7\n",
       "1972-04-01          9.8\n",
       "1972-05-01         10.2\n",
       "...                 ...\n",
       "2023-06-01          6.0\n",
       "2023-07-01          5.8\n",
       "2023-08-01          5.3\n",
       "2023-09-01          5.7\n",
       "2023-10-01          5.8\n",
       "\n",
       "[622 rows x 1 columns]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "We see here that `all_results` is a list containing DataFrames indexed by `datetime`. We then concatenate the list of DataFrames as columns to the `unemployment_results` DataFrame."
   ]
  },
  {
   "cell_type": "code",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1929-07-01</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.79</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1929-08-01</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.04</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-06-01</th>\n",
       "      <td>3.6</td>\n",
       "      <td>6.0</td>\n",
       "      <td>4.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.9</td>\n",
       "      <td>3.3</td>\n",
       "      <td>4.1</td>\n",
       "      <td>2.6</td>\n",
       "      <td>1.7</td>\n",
       "      <td>3.4</td>\n",
       "      <td>5.9</td>\n",
       "      <td>4.3</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.9</td>\n",
       "      <td>3.1</td>\n",
       "      <td>3.7</td>\n",
       "      <td>2.2</td>\n",
       "      <td>7.5</td>\n",
       "      <td>3.635787</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.8</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3.7</td>\n",
       "      <td>3.8</td>\n",
       "      <td>3.2</td>\n",
       "      <td>2.9</td>\n",
       "      <td>2.6</td>\n",
       "      <td>11.0</td>\n",
       "      <td>3.5</td>\n",
       "      <td>6.0</td>\n",
       "      <td>2.8</td>\n",
       "      <td>2.7</td>\n",
       "      <td>3.8</td>\n",
       "      <td>3.5</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.5</td>\n",
       "      <td>3.7</td>\n",
       "      <td>2.6</td>\n",
       "      <td>3.1</td>\n",
       "      <td>3.3</td>\n",
       "      <td>2.4</td>\n",
       "      <td>3.5</td>\n",
       "      <td>3.2</td>\n",
       "      <td>3.2</td>\n",
       "      <td>3.6</td>\n",
       "      <td>2.7</td>\n",
       "      <td>3.2</td>\n",
       "      <td>2.0</td>\n",
       "      <td>6.1</td>\n",
       "      <td>5.4</td>\n",
       "      <td>2.6</td>\n",
       "      <td>2.9</td>\n",
       "      <td>1.8</td>\n",
       "      <td>3.0</td>\n",
       "      <td>6.1</td>\n",
       "      <td>2.7</td>\n",
       "      <td>3.1</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.4</td>\n",
       "      <td>1.9</td>\n",
       "      <td>2.8</td>\n",
       "      <td>5.1</td>\n",
       "      <td>15.6</td>\n",
       "      <td>2.4</td>\n",
       "      <td>3.7</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.7</td>\n",
       "      <td>3.7</td>\n",
       "      <td>3.2</td>\n",
       "      <td>4.2</td>\n",
       "      <td>1.8</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.9</td>\n",
       "      <td>2.6</td>\n",
       "      <td>2.9</td>\n",
       "      <td>5.4</td>\n",
       "      <td>2.2</td>\n",
       "      <td>3.2</td>\n",
       "      <td>7.5</td>\n",
       "      <td>3.1</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.6</td>\n",
       "      <td>1.8</td>\n",
       "      <td>3.5</td>\n",
       "      <td>3.6</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.9</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3.0</td>\n",
       "      <td>6.7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>9.7</td>\n",
       "      <td>3.1</td>\n",
       "      <td>3.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-07-01</th>\n",
       "      <td>3.5</td>\n",
       "      <td>5.8</td>\n",
       "      <td>4.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.9</td>\n",
       "      <td>3.2</td>\n",
       "      <td>4.1</td>\n",
       "      <td>2.7</td>\n",
       "      <td>1.6</td>\n",
       "      <td>3.4</td>\n",
       "      <td>5.3</td>\n",
       "      <td>4.4</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3.1</td>\n",
       "      <td>3.6</td>\n",
       "      <td>2.1</td>\n",
       "      <td>8.0</td>\n",
       "      <td>3.637014</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.5</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.9</td>\n",
       "      <td>3.9</td>\n",
       "      <td>3.2</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.5</td>\n",
       "      <td>11.3</td>\n",
       "      <td>3.6</td>\n",
       "      <td>5.2</td>\n",
       "      <td>2.9</td>\n",
       "      <td>2.5</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.4</td>\n",
       "      <td>1.8</td>\n",
       "      <td>2.6</td>\n",
       "      <td>3.8</td>\n",
       "      <td>2.6</td>\n",
       "      <td>3.1</td>\n",
       "      <td>3.4</td>\n",
       "      <td>2.4</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.1</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.4</td>\n",
       "      <td>2.7</td>\n",
       "      <td>2.3</td>\n",
       "      <td>2.0</td>\n",
       "      <td>6.7</td>\n",
       "      <td>5.3</td>\n",
       "      <td>2.7</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.7</td>\n",
       "      <td>2.8</td>\n",
       "      <td>6.2</td>\n",
       "      <td>2.7</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.5</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.7</td>\n",
       "      <td>5.0</td>\n",
       "      <td>20.7</td>\n",
       "      <td>2.4</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.8</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.2</td>\n",
       "      <td>4.1</td>\n",
       "      <td>1.9</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.8</td>\n",
       "      <td>2.3</td>\n",
       "      <td>2.8</td>\n",
       "      <td>5.2</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.2</td>\n",
       "      <td>8.0</td>\n",
       "      <td>3.1</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.7</td>\n",
       "      <td>1.7</td>\n",
       "      <td>3.5</td>\n",
       "      <td>3.5</td>\n",
       "      <td>4.1</td>\n",
       "      <td>2.8</td>\n",
       "      <td>2.7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.1</td>\n",
       "      <td>3.3</td>\n",
       "      <td>2.9</td>\n",
       "      <td>7.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>9.5</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-08-01</th>\n",
       "      <td>3.8</td>\n",
       "      <td>5.3</td>\n",
       "      <td>4.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.9</td>\n",
       "      <td>3.5</td>\n",
       "      <td>4.1</td>\n",
       "      <td>2.7</td>\n",
       "      <td>1.7</td>\n",
       "      <td>3.5</td>\n",
       "      <td>5.0</td>\n",
       "      <td>4.9</td>\n",
       "      <td>2.2</td>\n",
       "      <td>3.8</td>\n",
       "      <td>3.4</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.1</td>\n",
       "      <td>8.6</td>\n",
       "      <td>3.803906</td>\n",
       "      <td>4.1</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.5</td>\n",
       "      <td>3.7</td>\n",
       "      <td>3.4</td>\n",
       "      <td>4.2</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.6</td>\n",
       "      <td>12.2</td>\n",
       "      <td>3.7</td>\n",
       "      <td>5.4</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.5</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.4</td>\n",
       "      <td>1.7</td>\n",
       "      <td>2.9</td>\n",
       "      <td>3.9</td>\n",
       "      <td>2.7</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.6</td>\n",
       "      <td>2.5</td>\n",
       "      <td>3.8</td>\n",
       "      <td>3.1</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3.3</td>\n",
       "      <td>2.9</td>\n",
       "      <td>3.1</td>\n",
       "      <td>1.9</td>\n",
       "      <td>7.2</td>\n",
       "      <td>5.4</td>\n",
       "      <td>2.8</td>\n",
       "      <td>3.2</td>\n",
       "      <td>1.8</td>\n",
       "      <td>2.8</td>\n",
       "      <td>6.2</td>\n",
       "      <td>2.8</td>\n",
       "      <td>3.1</td>\n",
       "      <td>3.2</td>\n",
       "      <td>2.5</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.7</td>\n",
       "      <td>5.0</td>\n",
       "      <td>16.9</td>\n",
       "      <td>2.5</td>\n",
       "      <td>3.5</td>\n",
       "      <td>2.9</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.3</td>\n",
       "      <td>4.1</td>\n",
       "      <td>1.9</td>\n",
       "      <td>3.4</td>\n",
       "      <td>1.8</td>\n",
       "      <td>2.7</td>\n",
       "      <td>2.7</td>\n",
       "      <td>4.7</td>\n",
       "      <td>2.1</td>\n",
       "      <td>3.2</td>\n",
       "      <td>8.6</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.2</td>\n",
       "      <td>2.9</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.5</td>\n",
       "      <td>3.8</td>\n",
       "      <td>4.4</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.9</td>\n",
       "      <td>3.2</td>\n",
       "      <td>3.7</td>\n",
       "      <td>3.1</td>\n",
       "      <td>8.4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>10.9</td>\n",
       "      <td>3.1</td>\n",
       "      <td>3.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-09-01</th>\n",
       "      <td>3.8</td>\n",
       "      <td>5.7</td>\n",
       "      <td>4.7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.5</td>\n",
       "      <td>4.1</td>\n",
       "      <td>2.8</td>\n",
       "      <td>1.7</td>\n",
       "      <td>3.4</td>\n",
       "      <td>5.6</td>\n",
       "      <td>4.6</td>\n",
       "      <td>2.1</td>\n",
       "      <td>4.1</td>\n",
       "      <td>3.4</td>\n",
       "      <td>4.1</td>\n",
       "      <td>2.2</td>\n",
       "      <td>8.4</td>\n",
       "      <td>3.851825</td>\n",
       "      <td>4.4</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3.9</td>\n",
       "      <td>3.4</td>\n",
       "      <td>4.4</td>\n",
       "      <td>4.1</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.6</td>\n",
       "      <td>11.6</td>\n",
       "      <td>3.7</td>\n",
       "      <td>5.5</td>\n",
       "      <td>3.2</td>\n",
       "      <td>2.5</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.5</td>\n",
       "      <td>1.6</td>\n",
       "      <td>3.1</td>\n",
       "      <td>4.1</td>\n",
       "      <td>2.9</td>\n",
       "      <td>2.9</td>\n",
       "      <td>3.8</td>\n",
       "      <td>2.6</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.2</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.8</td>\n",
       "      <td>1.9</td>\n",
       "      <td>7.1</td>\n",
       "      <td>5.4</td>\n",
       "      <td>2.9</td>\n",
       "      <td>3.4</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.8</td>\n",
       "      <td>6.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.2</td>\n",
       "      <td>3.2</td>\n",
       "      <td>2.7</td>\n",
       "      <td>2.1</td>\n",
       "      <td>2.8</td>\n",
       "      <td>5.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>2.7</td>\n",
       "      <td>3.5</td>\n",
       "      <td>2.9</td>\n",
       "      <td>3.1</td>\n",
       "      <td>3.7</td>\n",
       "      <td>3.4</td>\n",
       "      <td>4.1</td>\n",
       "      <td>1.9</td>\n",
       "      <td>3.5</td>\n",
       "      <td>1.9</td>\n",
       "      <td>2.7</td>\n",
       "      <td>2.6</td>\n",
       "      <td>4.5</td>\n",
       "      <td>2.2</td>\n",
       "      <td>3.2</td>\n",
       "      <td>8.4</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.8</td>\n",
       "      <td>2.1</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.8</td>\n",
       "      <td>4.3</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.8</td>\n",
       "      <td>3.3</td>\n",
       "      <td>8.4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.1</td>\n",
       "      <td>9.6</td>\n",
       "      <td>3.2</td>\n",
       "      <td>3.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-10-01</th>\n",
       "      <td>3.9</td>\n",
       "      <td>5.8</td>\n",
       "      <td>4.8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.2</td>\n",
       "      <td>3.5</td>\n",
       "      <td>4.1</td>\n",
       "      <td>2.8</td>\n",
       "      <td>1.8</td>\n",
       "      <td>3.6</td>\n",
       "      <td>5.3</td>\n",
       "      <td>4.8</td>\n",
       "      <td>2.1</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.5</td>\n",
       "      <td>4.1</td>\n",
       "      <td>2.3</td>\n",
       "      <td>8.9</td>\n",
       "      <td>3.913264</td>\n",
       "      <td>4.6</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3.4</td>\n",
       "      <td>4.1</td>\n",
       "      <td>3.6</td>\n",
       "      <td>4.6</td>\n",
       "      <td>4.2</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3.2</td>\n",
       "      <td>2.8</td>\n",
       "      <td>13.2</td>\n",
       "      <td>3.8</td>\n",
       "      <td>5.8</td>\n",
       "      <td>3.3</td>\n",
       "      <td>2.7</td>\n",
       "      <td>3.8</td>\n",
       "      <td>3.6</td>\n",
       "      <td>1.7</td>\n",
       "      <td>3.2</td>\n",
       "      <td>4.3</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.9</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.7</td>\n",
       "      <td>4.2</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.2</td>\n",
       "      <td>3.1</td>\n",
       "      <td>1.9</td>\n",
       "      <td>7.0</td>\n",
       "      <td>5.4</td>\n",
       "      <td>3.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.1</td>\n",
       "      <td>2.9</td>\n",
       "      <td>5.8</td>\n",
       "      <td>3.2</td>\n",
       "      <td>3.2</td>\n",
       "      <td>3.3</td>\n",
       "      <td>2.8</td>\n",
       "      <td>2.2</td>\n",
       "      <td>2.9</td>\n",
       "      <td>5.0</td>\n",
       "      <td>18.8</td>\n",
       "      <td>2.8</td>\n",
       "      <td>3.5</td>\n",
       "      <td>2.9</td>\n",
       "      <td>3.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.6</td>\n",
       "      <td>4.2</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.4</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.7</td>\n",
       "      <td>2.7</td>\n",
       "      <td>5.3</td>\n",
       "      <td>2.1</td>\n",
       "      <td>3.3</td>\n",
       "      <td>8.9</td>\n",
       "      <td>3.1</td>\n",
       "      <td>3.3</td>\n",
       "      <td>2.8</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.7</td>\n",
       "      <td>3.9</td>\n",
       "      <td>4.6</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.3</td>\n",
       "      <td>3.5</td>\n",
       "      <td>3.7</td>\n",
       "      <td>3.3</td>\n",
       "      <td>7.9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.2</td>\n",
       "      <td>12.2</td>\n",
       "      <td>3.2</td>\n",
       "      <td>3.7</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1123 rows × 102 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            UNRATE  LNS14000006  CAUR  M0892AUSM156SNBR  M0892BUSM156SNBR  \\\n",
       "1929-04-01     NaN          NaN   NaN              0.69               NaN   \n",
       "1929-05-01     NaN          NaN   NaN              1.65               NaN   \n",
       "1929-06-01     NaN          NaN   NaN              2.06               NaN   \n",
       "1929-07-01     NaN          NaN   NaN              0.79               NaN   \n",
       "1929-08-01     NaN          NaN   NaN              0.04               NaN   \n",
       "...            ...          ...   ...               ...               ...   \n",
       "2023-06-01     3.6          6.0   4.6               NaN               NaN   \n",
       "2023-07-01     3.5          5.8   4.6               NaN               NaN   \n",
       "2023-08-01     3.8          5.3   4.6               NaN               NaN   \n",
       "2023-09-01     3.8          5.7   4.7               NaN               NaN   \n",
       "2023-10-01     3.9          5.8   4.8               NaN               NaN   \n",
       "\n",
       "            NYUR  LNS14000024  TXUR  FLUR  U2RATE  LNS14000002  LNS14000031  \\\n",
       "1929-04-01   NaN          NaN   NaN   NaN     NaN          NaN          NaN   \n",
       "1929-05-01   NaN          NaN   NaN   NaN     NaN          NaN          NaN   \n",
       "1929-06-01   NaN          NaN   NaN   NaN     NaN          NaN          NaN   \n",
       "1929-07-01   NaN          NaN   NaN   NaN     NaN          NaN          NaN   \n",
       "1929-08-01   NaN          NaN   NaN   NaN     NaN          NaN          NaN   \n",
       "...          ...          ...   ...   ...     ...          ...          ...   \n",
       "2023-06-01   3.9          3.3   4.1   2.6     1.7          3.4          5.9   \n",
       "2023-07-01   3.9          3.2   4.1   2.7     1.6          3.4          5.3   \n",
       "2023-08-01   3.9          3.5   4.1   2.7     1.7          3.5          5.0   \n",
       "2023-09-01   4.0          3.5   4.1   2.8     1.7          3.4          5.6   \n",
       "2023-10-01   4.2          3.5   4.1   2.8     1.8          3.6          5.3   \n",
       "\n",
       "            LNS14000009  LNS14027662  LNS14027660  LNS14000003  LNS14000001  \\\n",
       "1929-04-01          NaN          NaN          NaN          NaN          NaN   \n",
       "1929-05-01          NaN          NaN          NaN          NaN          NaN   \n",
       "1929-06-01          NaN          NaN          NaN          NaN          NaN   \n",
       "1929-07-01          NaN          NaN          NaN          NaN          NaN   \n",
       "1929-08-01          NaN          NaN          NaN          NaN          NaN   \n",
       "...                 ...          ...          ...          ...          ...   \n",
       "2023-06-01          4.3          2.0          3.9          3.1          3.7   \n",
       "2023-07-01          4.4          2.0          3.4          3.1          3.6   \n",
       "2023-08-01          4.9          2.2          3.8          3.4          4.0   \n",
       "2023-09-01          4.6          2.1          4.1          3.4          4.1   \n",
       "2023-10-01          4.8          2.1          4.0          3.5          4.1   \n",
       "\n",
       "            ALUR  LNS14024887  LRUN64TTUSM156S  ILUR  NCUR  PAUR  MIUR  OHUR  \\\n",
       "1929-04-01   NaN          NaN              NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-05-01   NaN          NaN              NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-06-01   NaN          NaN              NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-07-01   NaN          NaN              NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-08-01   NaN          NaN              NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "...          ...          ...              ...   ...   ...   ...   ...   ...   \n",
       "2023-06-01   2.2          7.5         3.635787   4.0   3.3   3.8   3.6   3.4   \n",
       "2023-07-01   2.1          8.0         3.637014   4.0   3.3   3.5   3.6   3.3   \n",
       "2023-08-01   2.1          8.6         3.803906   4.1   3.3   3.5   3.7   3.4   \n",
       "2023-09-01   2.2          8.4         3.851825   4.4   3.4   3.4   3.9   3.4   \n",
       "2023-10-01   2.3          8.9         3.913264   4.6   3.4   3.4   4.1   3.6   \n",
       "\n",
       "            NJUR  KYUR  GAUR  MNUR  MAUR  LNS14000012  NMUR  LNS14027659  \\\n",
       "1929-04-01   NaN   NaN   NaN   NaN   NaN          NaN   NaN          NaN   \n",
       "1929-05-01   NaN   NaN   NaN   NaN   NaN          NaN   NaN          NaN   \n",
       "1929-06-01   NaN   NaN   NaN   NaN   NaN          NaN   NaN          NaN   \n",
       "1929-07-01   NaN   NaN   NaN   NaN   NaN          NaN   NaN          NaN   \n",
       "1929-08-01   NaN   NaN   NaN   NaN   NaN          NaN   NaN          NaN   \n",
       "...          ...   ...   ...   ...   ...          ...   ...          ...   \n",
       "2023-06-01   3.7   3.8   3.2   2.9   2.6         11.0   3.5          6.0   \n",
       "2023-07-01   3.9   3.9   3.2   3.0   2.5         11.3   3.6          5.2   \n",
       "2023-08-01   4.2   4.0   3.3   3.1   2.6         12.2   3.7          5.4   \n",
       "2023-09-01   4.4   4.1   3.4   3.1   2.6         11.6   3.7          5.5   \n",
       "2023-10-01   4.6   4.2   3.4   3.2   2.8         13.2   3.8          5.8   \n",
       "\n",
       "            COUR  VAUR  WAUR  ORUR  MDUR  WIUR  AKUR  ARUR  SCUR  WVUR  UTUR  \\\n",
       "1929-04-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-05-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-06-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-07-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-08-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "...          ...   ...   ...   ...   ...   ...   ...   ...   ...   ...   ...   \n",
       "2023-06-01   2.8   2.7   3.8   3.5   2.0   2.5   3.7   2.6   3.1   3.3   2.4   \n",
       "2023-07-01   2.9   2.5   3.6   3.4   1.8   2.6   3.8   2.6   3.1   3.4   2.4   \n",
       "2023-08-01   3.1   2.5   3.6   3.4   1.7   2.9   3.9   2.7   3.0   3.6   2.5   \n",
       "2023-09-01   3.2   2.5   3.6   3.5   1.6   3.1   4.1   2.9   2.9   3.8   2.6   \n",
       "2023-10-01   3.3   2.7   3.8   3.6   1.7   3.2   4.3   3.1   2.9   4.0   2.7   \n",
       "\n",
       "            AZUR  TNUR  INUR  LAUR  IAUR  LNS14032183  NDUR  LNS14000036  \\\n",
       "1929-04-01   NaN   NaN   NaN   NaN   NaN          NaN   NaN          NaN   \n",
       "1929-05-01   NaN   NaN   NaN   NaN   NaN          NaN   NaN          NaN   \n",
       "1929-06-01   NaN   NaN   NaN   NaN   NaN          NaN   NaN          NaN   \n",
       "1929-07-01   NaN   NaN   NaN   NaN   NaN          NaN   NaN          NaN   \n",
       "1929-08-01   NaN   NaN   NaN   NaN   NaN          NaN   NaN          NaN   \n",
       "...          ...   ...   ...   ...   ...          ...   ...          ...   \n",
       "2023-06-01   3.5   3.2   3.2   3.6   2.7          3.2   2.0          6.1   \n",
       "2023-07-01   3.6   3.1   3.3   3.4   2.7          2.3   2.0          6.7   \n",
       "2023-08-01   3.8   3.1   3.4   3.3   2.9          3.1   1.9          7.2   \n",
       "2023-09-01   4.0   3.2   3.6   3.3   3.0          2.8   1.9          7.1   \n",
       "2023-10-01   4.2   3.3   3.6   3.3   3.2          3.1   1.9          7.0   \n",
       "\n",
       "            NVUR  MOUR  LASMT261982000000003  NHUR  HIUR  PRUR  OKUR  \\\n",
       "1929-04-01   NaN   NaN                   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-05-01   NaN   NaN                   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-06-01   NaN   NaN                   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-07-01   NaN   NaN                   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-08-01   NaN   NaN                   NaN   NaN   NaN   NaN   NaN   \n",
       "...          ...   ...                   ...   ...   ...   ...   ...   \n",
       "2023-06-01   5.4   2.6                   2.9   1.8   3.0   6.1   2.7   \n",
       "2023-07-01   5.3   2.7                   3.0   1.7   2.8   6.2   2.7   \n",
       "2023-08-01   5.4   2.8                   3.2   1.8   2.8   6.2   2.8   \n",
       "2023-09-01   5.4   2.9                   3.4   2.0   2.8   6.0   3.0   \n",
       "2023-10-01   5.4   3.1                   NaN   2.1   2.9   5.8   3.2   \n",
       "\n",
       "            LNS14000060  MSUR  MTUR  NEUR  KSUR  DCUR  LNS14000018  MEUR  \\\n",
       "1929-04-01          NaN   NaN   NaN   NaN   NaN   NaN          NaN   NaN   \n",
       "1929-05-01          NaN   NaN   NaN   NaN   NaN   NaN          NaN   NaN   \n",
       "1929-06-01          NaN   NaN   NaN   NaN   NaN   NaN          NaN   NaN   \n",
       "1929-07-01          NaN   NaN   NaN   NaN   NaN   NaN          NaN   NaN   \n",
       "1929-08-01          NaN   NaN   NaN   NaN   NaN   NaN          NaN   NaN   \n",
       "...                 ...   ...   ...   ...   ...   ...          ...   ...   \n",
       "2023-06-01          3.1   3.1   2.4   1.9   2.8   5.1         15.6   2.4   \n",
       "2023-07-01          3.0   3.0   2.5   2.0   2.7   5.0         20.7   2.4   \n",
       "2023-08-01          3.1   3.2   2.5   2.0   2.7   5.0         16.9   2.5   \n",
       "2023-09-01          3.2   3.2   2.7   2.1   2.8   5.0         24.0   2.7   \n",
       "2023-10-01          3.2   3.3   2.8   2.2   2.9   5.0         18.8   2.8   \n",
       "\n",
       "            CTUR  WYUR  IDUR  LASMT391746000000003  CMWRUR  DEUR  SDUR  \\\n",
       "1929-04-01   NaN   NaN   NaN                   NaN     NaN   NaN   NaN   \n",
       "1929-05-01   NaN   NaN   NaN                   NaN     NaN   NaN   NaN   \n",
       "1929-06-01   NaN   NaN   NaN                   NaN     NaN   NaN   NaN   \n",
       "1929-07-01   NaN   NaN   NaN                   NaN     NaN   NaN   NaN   \n",
       "1929-08-01   NaN   NaN   NaN                   NaN     NaN   NaN   NaN   \n",
       "...          ...   ...   ...                   ...     ...   ...   ...   \n",
       "2023-06-01   3.7   3.1   2.7                   3.7     3.2   4.2   1.8   \n",
       "2023-07-01   3.6   3.0   2.8                   3.6     3.2   4.1   1.9   \n",
       "2023-08-01   3.5   2.9   3.0                   3.6     3.3   4.1   1.9   \n",
       "2023-09-01   3.5   2.9   3.1                   3.7     3.4   4.1   1.9   \n",
       "2023-10-01   3.5   2.9   3.2                   NaN     3.6   4.2   2.0   \n",
       "\n",
       "            LNS14000028  VTUR  LNS14024230  RIUR  LNS14000032  LNS14000315  \\\n",
       "1929-04-01          NaN   NaN          NaN   NaN          NaN          NaN   \n",
       "1929-05-01          NaN   NaN          NaN   NaN          NaN          NaN   \n",
       "1929-06-01          NaN   NaN          NaN   NaN          NaN          NaN   \n",
       "1929-07-01          NaN   NaN          NaN   NaN          NaN          NaN   \n",
       "1929-08-01          NaN   NaN          NaN   NaN          NaN          NaN   \n",
       "...                 ...   ...          ...   ...          ...          ...   \n",
       "2023-06-01          3.0   1.9          2.6   2.9          5.4          2.2   \n",
       "2023-07-01          3.0   1.8          2.3   2.8          5.2          2.0   \n",
       "2023-08-01          3.4   1.8          2.7   2.7          4.7          2.1   \n",
       "2023-09-01          3.5   1.9          2.7   2.6          4.5          2.2   \n",
       "2023-10-01          3.4   2.0          2.7   2.7          5.3          2.1   \n",
       "\n",
       "            CSOUUR  LRUN24TTUSM156S  LNS14027689  LNS14000026  LNS14000029  \\\n",
       "1929-04-01     NaN              NaN          NaN          NaN          NaN   \n",
       "1929-05-01     NaN              NaN          NaN          NaN          NaN   \n",
       "1929-06-01     NaN              NaN          NaN          NaN          NaN   \n",
       "1929-07-01     NaN              NaN          NaN          NaN          NaN   \n",
       "1929-08-01     NaN              NaN          NaN          NaN          NaN   \n",
       "...            ...              ...          ...          ...          ...   \n",
       "2023-06-01     3.2              7.5          3.1          3.1          2.6   \n",
       "2023-07-01     3.2              8.0          3.1          3.1          2.7   \n",
       "2023-08-01     3.2              8.6          3.0          3.2          2.9   \n",
       "2023-09-01     3.2              8.4          3.0          3.1          2.8   \n",
       "2023-10-01     3.3              8.9          3.1          3.3          2.8   \n",
       "\n",
       "            LNS14000150  CNERUR  LRUNTTTTUSM156S  LNS14200000  LNS14000048  \\\n",
       "1929-04-01          NaN     NaN              NaN          NaN          NaN   \n",
       "1929-05-01          NaN     NaN              NaN          NaN          NaN   \n",
       "1929-06-01          NaN     NaN              NaN          NaN          NaN   \n",
       "1929-07-01          NaN     NaN              NaN          NaN          NaN   \n",
       "1929-08-01          NaN     NaN              NaN          NaN          NaN   \n",
       "...                 ...     ...              ...          ...          ...   \n",
       "2023-06-01          1.8     3.5              3.6          4.0          3.0   \n",
       "2023-07-01          1.7     3.5              3.5          4.1          2.8   \n",
       "2023-08-01          2.0     3.5              3.8          4.4          3.0   \n",
       "2023-09-01          2.1     3.6              3.8          4.3          3.1   \n",
       "2023-10-01          2.0     3.7              3.9          4.6          3.1   \n",
       "\n",
       "            CNEWUR  M08318USM156SNBR  LNS14000089  LNS14000061  LNS14000025  \\\n",
       "1929-04-01     NaN               NaN          NaN          NaN          NaN   \n",
       "1929-05-01     NaN               NaN          NaN          NaN          NaN   \n",
       "1929-06-01     NaN               NaN          NaN          NaN          NaN   \n",
       "1929-07-01     NaN               NaN          NaN          NaN          NaN   \n",
       "1929-08-01     NaN               NaN          NaN          NaN          NaN   \n",
       "...            ...               ...          ...          ...          ...   \n",
       "2023-06-01     2.8               NaN          3.9          3.0          3.4   \n",
       "2023-07-01     2.7               NaN          3.6          3.1          3.3   \n",
       "2023-08-01     2.7               NaN          3.9          3.2          3.7   \n",
       "2023-09-01     2.7               NaN          4.0          3.6          3.8   \n",
       "2023-10-01     2.8               NaN          4.3          3.5          3.7   \n",
       "\n",
       "            LNS14000049  LNS14000037  M08311USM156SNBR  CWSTUR  LNS14000015  \\\n",
       "1929-04-01          NaN          NaN               NaN     NaN          NaN   \n",
       "1929-05-01          NaN          NaN               NaN     NaN          NaN   \n",
       "1929-06-01          NaN          NaN               NaN     NaN          NaN   \n",
       "1929-07-01          NaN          NaN               NaN     NaN          NaN   \n",
       "1929-08-01          NaN          NaN               NaN     NaN          NaN   \n",
       "...                 ...          ...               ...     ...          ...   \n",
       "2023-06-01          3.0          6.7               NaN     4.0          9.7   \n",
       "2023-07-01          2.9          7.2               NaN     4.0          9.5   \n",
       "2023-08-01          3.1          8.4               NaN     4.0         10.9   \n",
       "2023-09-01          3.3          8.4               NaN     4.1          9.6   \n",
       "2023-10-01          3.3          7.9               NaN     4.2         12.2   \n",
       "\n",
       "            LRUN25TTUSM156S  LNS14100000  \n",
       "1929-04-01              NaN          NaN  \n",
       "1929-05-01              NaN          NaN  \n",
       "1929-06-01              NaN          NaN  \n",
       "1929-07-01              NaN          NaN  \n",
       "1929-08-01              NaN          NaN  \n",
       "...                     ...          ...  \n",
       "2023-06-01              3.1          3.5  \n",
       "2023-07-01              3.0          3.4  \n",
       "2023-08-01              3.1          3.7  \n",
       "2023-09-01              3.2          3.7  \n",
       "2023-10-01              3.2          3.7  \n",
       "\n",
       "[1123 rows x 102 columns]"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "unemployment_results = pd.concat(all_results, axis=1)\n",
    "unemployment_results"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8cb05461",
   "metadata": {
    "papermill": {
     "duration": 0.021246,
     "end_time": "2023-11-28T12:28:37.578125",
     "exception": false,
     "start_time": "2023-11-28T12:28:37.556879",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "**US states** in the dataset are represented with **4 uppercase characters** instead of 2 in the naming convention. Here are some examples:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "e3eea0fe",
   "metadata": {
    "papermill": {
     "duration": 0.033388,
     "end_time": "2023-11-28T12:28:37.633298",
     "exception": false,
     "start_time": "2023-11-28T12:28:37.599910",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "id                                                    NYUR\n",
       "realtime_start                         2023-11-28 00:00:00\n",
       "realtime_end                           2023-11-28 00:00:00\n",
       "title                        Unemployment Rate in New York\n",
       "observation_start                      1976-01-01 00:00:00\n",
       "observation_end                        2023-10-01 00:00:00\n",
       "frequency                                          Monthly\n",
       "frequency_short                                          M\n",
       "units                                              Percent\n",
       "units_short                                              %\n",
       "seasonal_adjustment                    Seasonally Adjusted\n",
       "seasonal_adjustment_short                               SA\n",
       "last_updated                     2023-11-20 11:19:02-06:00\n",
       "popularity                                              52\n",
       "notes                                                 None\n",
       "Name: NYUR, dtype: object"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "unemployment_df.loc['NYUR']  # Unemployment rate in New York"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "d08129c4",
   "metadata": {
    "papermill": {
     "duration": 0.03324,
     "end_time": "2023-11-28T12:28:37.689013",
     "exception": false,
     "start_time": "2023-11-28T12:28:37.655773",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "id                                                         MAUR\n",
       "realtime_start                              2023-11-28 00:00:00\n",
       "realtime_end                                2023-11-28 00:00:00\n",
       "title                        Unemployment Rate in Massachusetts\n",
       "observation_start                           1976-01-01 00:00:00\n",
       "observation_end                             2023-10-01 00:00:00\n",
       "frequency                                               Monthly\n",
       "frequency_short                                               M\n",
       "units                                                   Percent\n",
       "units_short                                                   %\n",
       "seasonal_adjustment                         Seasonally Adjusted\n",
       "seasonal_adjustment_short                                    SA\n",
       "last_updated                          2023-11-20 11:19:05-06:00\n",
       "popularity                                                   30\n",
       "notes                                                      None\n",
       "Name: MAUR, dtype: object"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "unemployment_df.loc['MAUR']  # Unemploynent rate in Massachusetts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "1193563f",
   "metadata": {
    "papermill": {
     "duration": 0.031928,
     "end_time": "2023-11-28T12:28:37.742355",
     "exception": false,
     "start_time": "2023-11-28T12:28:37.710427",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "id                                                         NHUR\n",
       "realtime_start                              2023-11-28 00:00:00\n",
       "realtime_end                                2023-11-28 00:00:00\n",
       "title                        Unemployment Rate in New Hampshire\n",
       "observation_start                           1976-01-01 00:00:00\n",
       "observation_end                             2023-10-01 00:00:00\n",
       "frequency                                               Monthly\n",
       "frequency_short                                               M\n",
       "units                                                   Percent\n",
       "units_short                                                   %\n",
       "seasonal_adjustment                         Seasonally Adjusted\n",
       "seasonal_adjustment_short                                    SA\n",
       "last_updated                          2023-11-20 11:19:13-06:00\n",
       "popularity                                                   19\n",
       "notes                                                      None\n",
       "Name: NHUR, dtype: object"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "unemployment_df.loc['NHUR']  # Unemployment rate in Hampshire"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ffdcc0ec",
   "metadata": {
    "papermill": {
     "duration": 0.021354,
     "end_time": "2023-11-28T12:28:37.785645",
     "exception": false,
     "start_time": "2023-11-28T12:28:37.764291",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "Let's loop through the columns and filter out columns to drop with characters greater than 4. We can save this into a list and **drop fields that are not US States.**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "1ab1a7cf",
   "metadata": {
    "papermill": {
     "duration": 0.032336,
     "end_time": "2023-11-28T12:28:37.839445",
     "exception": false,
     "start_time": "2023-11-28T12:28:37.807109",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['UNRATE',\n",
       " 'LNS14000006',\n",
       " 'M0892AUSM156SNBR',\n",
       " 'M0892BUSM156SNBR',\n",
       " 'LNS14000024',\n",
       " 'U2RATE',\n",
       " 'LNS14000002',\n",
       " 'LNS14000031',\n",
       " 'LNS14000009',\n",
       " 'LNS14027662',\n",
       " 'LNS14027660',\n",
       " 'LNS14000003',\n",
       " 'LNS14000001',\n",
       " 'LNS14024887',\n",
       " 'LRUN64TTUSM156S',\n",
       " 'LNS14000012',\n",
       " 'LNS14027659',\n",
       " 'LNS14032183',\n",
       " 'LNS14000036',\n",
       " 'LASMT261982000000003',\n",
       " 'LNS14000060',\n",
       " 'LNS14000018',\n",
       " 'LASMT391746000000003',\n",
       " 'CMWRUR',\n",
       " 'LNS14000028',\n",
       " 'LNS14024230',\n",
       " 'LNS14000032',\n",
       " 'LNS14000315',\n",
       " 'CSOUUR',\n",
       " 'LRUN24TTUSM156S',\n",
       " 'LNS14027689',\n",
       " 'LNS14000026',\n",
       " 'LNS14000029',\n",
       " 'LNS14000150',\n",
       " 'CNERUR',\n",
       " 'LRUNTTTTUSM156S',\n",
       " 'LNS14200000',\n",
       " 'LNS14000048',\n",
       " 'CNEWUR',\n",
       " 'M08318USM156SNBR',\n",
       " 'LNS14000089',\n",
       " 'LNS14000061',\n",
       " 'LNS14000025',\n",
       " 'LNS14000049',\n",
       " 'LNS14000037',\n",
       " 'M08311USM156SNBR',\n",
       " 'CWSTUR',\n",
       " 'LNS14000015',\n",
       " 'LRUN25TTUSM156S',\n",
       " 'LNS14100000']"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "columns_to_drop = []\n",
    "\n",
    "for cols in unemployment_results.columns:\n",
    "    if len(cols) > 4:\n",
    "        columns_to_drop.append(cols)\n",
    "\n",
    "columns_to_drop"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "28d8cecf",
   "metadata": {
    "papermill": {
     "duration": 0.113677,
     "end_time": "2023-11-28T12:28:37.975918",
     "exception": false,
     "start_time": "2023-11-28T12:28:37.862241",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CAUR</th>\n",
       "      <th>NYUR</th>\n",
       "      <th>TXUR</th>\n",
       "      <th>FLUR</th>\n",
       "      <th>ALUR</th>\n",
       "      <th>ILUR</th>\n",
       "      <th>NCUR</th>\n",
       "      <th>PAUR</th>\n",
       "      <th>MIUR</th>\n",
       "      <th>OHUR</th>\n",
       "      <th>NJUR</th>\n",
       "      <th>KYUR</th>\n",
       "      <th>GAUR</th>\n",
       "      <th>MNUR</th>\n",
       "      <th>MAUR</th>\n",
       "      <th>NMUR</th>\n",
       "      <th>COUR</th>\n",
       "      <th>VAUR</th>\n",
       "      <th>WAUR</th>\n",
       "      <th>ORUR</th>\n",
       "      <th>MDUR</th>\n",
       "      <th>WIUR</th>\n",
       "      <th>AKUR</th>\n",
       "      <th>ARUR</th>\n",
       "      <th>SCUR</th>\n",
       "      <th>WVUR</th>\n",
       "      <th>UTUR</th>\n",
       "      <th>AZUR</th>\n",
       "      <th>TNUR</th>\n",
       "      <th>INUR</th>\n",
       "      <th>LAUR</th>\n",
       "      <th>IAUR</th>\n",
       "      <th>NDUR</th>\n",
       "      <th>NVUR</th>\n",
       "      <th>MOUR</th>\n",
       "      <th>NHUR</th>\n",
       "      <th>HIUR</th>\n",
       "      <th>OKUR</th>\n",
       "      <th>MSUR</th>\n",
       "      <th>MTUR</th>\n",
       "      <th>NEUR</th>\n",
       "      <th>KSUR</th>\n",
       "      <th>DCUR</th>\n",
       "      <th>MEUR</th>\n",
       "      <th>CTUR</th>\n",
       "      <th>WYUR</th>\n",
       "      <th>IDUR</th>\n",
       "      <th>DEUR</th>\n",
       "      <th>SDUR</th>\n",
       "      <th>VTUR</th>\n",
       "      <th>RIUR</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1929-04-01</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1929-05-01</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1929-06-01</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1929-07-01</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1929-08-01</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-06-01</th>\n",
       "      <td>4.6</td>\n",
       "      <td>3.9</td>\n",
       "      <td>4.1</td>\n",
       "      <td>2.6</td>\n",
       "      <td>2.2</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.8</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3.7</td>\n",
       "      <td>3.8</td>\n",
       "      <td>3.2</td>\n",
       "      <td>2.9</td>\n",
       "      <td>2.6</td>\n",
       "      <td>3.5</td>\n",
       "      <td>2.8</td>\n",
       "      <td>2.7</td>\n",
       "      <td>3.8</td>\n",
       "      <td>3.5</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.5</td>\n",
       "      <td>3.7</td>\n",
       "      <td>2.6</td>\n",
       "      <td>3.1</td>\n",
       "      <td>3.3</td>\n",
       "      <td>2.4</td>\n",
       "      <td>3.5</td>\n",
       "      <td>3.2</td>\n",
       "      <td>3.2</td>\n",
       "      <td>3.6</td>\n",
       "      <td>2.7</td>\n",
       "      <td>2.0</td>\n",
       "      <td>5.4</td>\n",
       "      <td>2.6</td>\n",
       "      <td>1.8</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.7</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.4</td>\n",
       "      <td>1.9</td>\n",
       "      <td>2.8</td>\n",
       "      <td>5.1</td>\n",
       "      <td>2.4</td>\n",
       "      <td>3.7</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.7</td>\n",
       "      <td>4.2</td>\n",
       "      <td>1.8</td>\n",
       "      <td>1.9</td>\n",
       "      <td>2.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-07-01</th>\n",
       "      <td>4.6</td>\n",
       "      <td>3.9</td>\n",
       "      <td>4.1</td>\n",
       "      <td>2.7</td>\n",
       "      <td>2.1</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.5</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.9</td>\n",
       "      <td>3.9</td>\n",
       "      <td>3.2</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.5</td>\n",
       "      <td>3.6</td>\n",
       "      <td>2.9</td>\n",
       "      <td>2.5</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.4</td>\n",
       "      <td>1.8</td>\n",
       "      <td>2.6</td>\n",
       "      <td>3.8</td>\n",
       "      <td>2.6</td>\n",
       "      <td>3.1</td>\n",
       "      <td>3.4</td>\n",
       "      <td>2.4</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.1</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.4</td>\n",
       "      <td>2.7</td>\n",
       "      <td>2.0</td>\n",
       "      <td>5.3</td>\n",
       "      <td>2.7</td>\n",
       "      <td>1.7</td>\n",
       "      <td>2.8</td>\n",
       "      <td>2.7</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.5</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.7</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.4</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.8</td>\n",
       "      <td>4.1</td>\n",
       "      <td>1.9</td>\n",
       "      <td>1.8</td>\n",
       "      <td>2.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-08-01</th>\n",
       "      <td>4.6</td>\n",
       "      <td>3.9</td>\n",
       "      <td>4.1</td>\n",
       "      <td>2.7</td>\n",
       "      <td>2.1</td>\n",
       "      <td>4.1</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.5</td>\n",
       "      <td>3.7</td>\n",
       "      <td>3.4</td>\n",
       "      <td>4.2</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.6</td>\n",
       "      <td>3.7</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.5</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.4</td>\n",
       "      <td>1.7</td>\n",
       "      <td>2.9</td>\n",
       "      <td>3.9</td>\n",
       "      <td>2.7</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.6</td>\n",
       "      <td>2.5</td>\n",
       "      <td>3.8</td>\n",
       "      <td>3.1</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3.3</td>\n",
       "      <td>2.9</td>\n",
       "      <td>1.9</td>\n",
       "      <td>5.4</td>\n",
       "      <td>2.8</td>\n",
       "      <td>1.8</td>\n",
       "      <td>2.8</td>\n",
       "      <td>2.8</td>\n",
       "      <td>3.2</td>\n",
       "      <td>2.5</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.7</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.5</td>\n",
       "      <td>3.5</td>\n",
       "      <td>2.9</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.1</td>\n",
       "      <td>1.9</td>\n",
       "      <td>1.8</td>\n",
       "      <td>2.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-09-01</th>\n",
       "      <td>4.7</td>\n",
       "      <td>4.0</td>\n",
       "      <td>4.1</td>\n",
       "      <td>2.8</td>\n",
       "      <td>2.2</td>\n",
       "      <td>4.4</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3.9</td>\n",
       "      <td>3.4</td>\n",
       "      <td>4.4</td>\n",
       "      <td>4.1</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.6</td>\n",
       "      <td>3.7</td>\n",
       "      <td>3.2</td>\n",
       "      <td>2.5</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.5</td>\n",
       "      <td>1.6</td>\n",
       "      <td>3.1</td>\n",
       "      <td>4.1</td>\n",
       "      <td>2.9</td>\n",
       "      <td>2.9</td>\n",
       "      <td>3.8</td>\n",
       "      <td>2.6</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.2</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.9</td>\n",
       "      <td>5.4</td>\n",
       "      <td>2.9</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.8</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.2</td>\n",
       "      <td>2.7</td>\n",
       "      <td>2.1</td>\n",
       "      <td>2.8</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.7</td>\n",
       "      <td>3.5</td>\n",
       "      <td>2.9</td>\n",
       "      <td>3.1</td>\n",
       "      <td>4.1</td>\n",
       "      <td>1.9</td>\n",
       "      <td>1.9</td>\n",
       "      <td>2.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-10-01</th>\n",
       "      <td>4.8</td>\n",
       "      <td>4.2</td>\n",
       "      <td>4.1</td>\n",
       "      <td>2.8</td>\n",
       "      <td>2.3</td>\n",
       "      <td>4.6</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3.4</td>\n",
       "      <td>4.1</td>\n",
       "      <td>3.6</td>\n",
       "      <td>4.6</td>\n",
       "      <td>4.2</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3.2</td>\n",
       "      <td>2.8</td>\n",
       "      <td>3.8</td>\n",
       "      <td>3.3</td>\n",
       "      <td>2.7</td>\n",
       "      <td>3.8</td>\n",
       "      <td>3.6</td>\n",
       "      <td>1.7</td>\n",
       "      <td>3.2</td>\n",
       "      <td>4.3</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.9</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.7</td>\n",
       "      <td>4.2</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.2</td>\n",
       "      <td>1.9</td>\n",
       "      <td>5.4</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.1</td>\n",
       "      <td>2.9</td>\n",
       "      <td>3.2</td>\n",
       "      <td>3.3</td>\n",
       "      <td>2.8</td>\n",
       "      <td>2.2</td>\n",
       "      <td>2.9</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.8</td>\n",
       "      <td>3.5</td>\n",
       "      <td>2.9</td>\n",
       "      <td>3.2</td>\n",
       "      <td>4.2</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.7</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1123 rows × 51 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            CAUR  NYUR  TXUR  FLUR  ALUR  ILUR  NCUR  PAUR  MIUR  OHUR  NJUR  \\\n",
       "1929-04-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-05-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-06-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-07-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-08-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "...          ...   ...   ...   ...   ...   ...   ...   ...   ...   ...   ...   \n",
       "2023-06-01   4.6   3.9   4.1   2.6   2.2   4.0   3.3   3.8   3.6   3.4   3.7   \n",
       "2023-07-01   4.6   3.9   4.1   2.7   2.1   4.0   3.3   3.5   3.6   3.3   3.9   \n",
       "2023-08-01   4.6   3.9   4.1   2.7   2.1   4.1   3.3   3.5   3.7   3.4   4.2   \n",
       "2023-09-01   4.7   4.0   4.1   2.8   2.2   4.4   3.4   3.4   3.9   3.4   4.4   \n",
       "2023-10-01   4.8   4.2   4.1   2.8   2.3   4.6   3.4   3.4   4.1   3.6   4.6   \n",
       "\n",
       "            KYUR  GAUR  MNUR  MAUR  NMUR  COUR  VAUR  WAUR  ORUR  MDUR  WIUR  \\\n",
       "1929-04-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-05-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-06-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-07-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-08-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "...          ...   ...   ...   ...   ...   ...   ...   ...   ...   ...   ...   \n",
       "2023-06-01   3.8   3.2   2.9   2.6   3.5   2.8   2.7   3.8   3.5   2.0   2.5   \n",
       "2023-07-01   3.9   3.2   3.0   2.5   3.6   2.9   2.5   3.6   3.4   1.8   2.6   \n",
       "2023-08-01   4.0   3.3   3.1   2.6   3.7   3.1   2.5   3.6   3.4   1.7   2.9   \n",
       "2023-09-01   4.1   3.4   3.1   2.6   3.7   3.2   2.5   3.6   3.5   1.6   3.1   \n",
       "2023-10-01   4.2   3.4   3.2   2.8   3.8   3.3   2.7   3.8   3.6   1.7   3.2   \n",
       "\n",
       "            AKUR  ARUR  SCUR  WVUR  UTUR  AZUR  TNUR  INUR  LAUR  IAUR  NDUR  \\\n",
       "1929-04-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-05-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-06-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-07-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-08-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "...          ...   ...   ...   ...   ...   ...   ...   ...   ...   ...   ...   \n",
       "2023-06-01   3.7   2.6   3.1   3.3   2.4   3.5   3.2   3.2   3.6   2.7   2.0   \n",
       "2023-07-01   3.8   2.6   3.1   3.4   2.4   3.6   3.1   3.3   3.4   2.7   2.0   \n",
       "2023-08-01   3.9   2.7   3.0   3.6   2.5   3.8   3.1   3.4   3.3   2.9   1.9   \n",
       "2023-09-01   4.1   2.9   2.9   3.8   2.6   4.0   3.2   3.6   3.3   3.0   1.9   \n",
       "2023-10-01   4.3   3.1   2.9   4.0   2.7   4.2   3.3   3.6   3.3   3.2   1.9   \n",
       "\n",
       "            NVUR  MOUR  NHUR  HIUR  OKUR  MSUR  MTUR  NEUR  KSUR  DCUR  MEUR  \\\n",
       "1929-04-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-05-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-06-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-07-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1929-08-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "...          ...   ...   ...   ...   ...   ...   ...   ...   ...   ...   ...   \n",
       "2023-06-01   5.4   2.6   1.8   3.0   2.7   3.1   2.4   1.9   2.8   5.1   2.4   \n",
       "2023-07-01   5.3   2.7   1.7   2.8   2.7   3.0   2.5   2.0   2.7   5.0   2.4   \n",
       "2023-08-01   5.4   2.8   1.8   2.8   2.8   3.2   2.5   2.0   2.7   5.0   2.5   \n",
       "2023-09-01   5.4   2.9   2.0   2.8   3.0   3.2   2.7   2.1   2.8   5.0   2.7   \n",
       "2023-10-01   5.4   3.1   2.1   2.9   3.2   3.3   2.8   2.2   2.9   5.0   2.8   \n",
       "\n",
       "            CTUR  WYUR  IDUR  DEUR  SDUR  VTUR  RIUR  \n",
       "1929-04-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN  \n",
       "1929-05-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN  \n",
       "1929-06-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN  \n",
       "1929-07-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN  \n",
       "1929-08-01   NaN   NaN   NaN   NaN   NaN   NaN   NaN  \n",
       "...          ...   ...   ...   ...   ...   ...   ...  \n",
       "2023-06-01   3.7   3.1   2.7   4.2   1.8   1.9   2.9  \n",
       "2023-07-01   3.6   3.0   2.8   4.1   1.9   1.8   2.8  \n",
       "2023-08-01   3.5   2.9   3.0   4.1   1.9   1.8   2.7  \n",
       "2023-09-01   3.5   2.9   3.1   4.1   1.9   1.9   2.6  \n",
       "2023-10-01   3.5   2.9   3.2   4.2   2.0   2.0   2.7  \n",
       "\n",
       "[1123 rows x 51 columns]"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "unemployment_states = unemployment_results \\\n",
    "    .drop(columns=columns_to_drop, axis=1) \\\n",
    "    .drop(columns='PRUR', axis=1)\n",
    "\n",
    "unemployment_states"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "21eb5ee8",
   "metadata": {
    "papermill": {
     "duration": 0.031555,
     "end_time": "2023-11-28T12:28:38.031298",
     "exception": false,
     "start_time": "2023-11-28T12:28:37.999743",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0 CAUR\n",
      "1 NYUR\n",
      "2 TXUR\n",
      "3 FLUR\n",
      "4 ALUR\n",
      "5 ILUR\n",
      "6 NCUR\n",
      "7 PAUR\n",
      "8 MIUR\n",
      "9 OHUR\n",
      "10 NJUR\n",
      "11 KYUR\n",
      "12 GAUR\n",
      "13 MNUR\n",
      "14 MAUR\n",
      "15 NMUR\n",
      "16 COUR\n",
      "17 VAUR\n",
      "18 WAUR\n",
      "19 ORUR\n",
      "20 MDUR\n",
      "21 WIUR\n",
      "22 AKUR\n",
      "23 ARUR\n",
      "24 SCUR\n",
      "25 WVUR\n",
      "26 UTUR\n",
      "27 AZUR\n",
      "28 TNUR\n",
      "29 INUR\n",
      "30 LAUR\n",
      "31 IAUR\n",
      "32 NDUR\n",
      "33 NVUR\n",
      "34 MOUR\n",
      "35 NHUR\n",
      "36 HIUR\n",
      "37 OKUR\n",
      "38 MSUR\n",
      "39 MTUR\n",
      "40 NEUR\n",
      "41 KSUR\n",
      "42 DCUR\n",
      "43 MEUR\n",
      "44 CTUR\n",
      "45 WYUR\n",
      "46 IDUR\n",
      "47 DEUR\n",
      "48 SDUR\n",
      "49 VTUR\n",
      "50 RIUR\n"
     ]
    }
   ],
   "source": [
    "for index, cols in enumerate(unemployment_states.columns):\n",
    "    print(index, cols)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b9ce0003",
   "metadata": {
    "papermill": {
     "duration": 0.022239,
     "end_time": "2023-11-28T12:28:38.076744",
     "exception": false,
     "start_time": "2023-11-28T12:28:38.054505",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# 2. Checking for missing values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "d6db75ab",
   "metadata": {
    "papermill": {
     "duration": 0.365232,
     "end_time": "2023-11-28T12:28:38.464551",
     "exception": false,
     "start_time": "2023-11-28T12:28:38.099319",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "unemployment_states.isna().sum(axis=1).plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "48dc9b75",
   "metadata": {
    "papermill": {
     "duration": 0.023521,
     "end_time": "2023-11-28T12:28:38.511743",
     "exception": false,
     "start_time": "2023-11-28T12:28:38.488222",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "We can just choose to drop the missing values as **we have no way of collecting US unemployment rate data from the past that is gathered by the US Federal Reserve**."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0c07124a",
   "metadata": {
    "papermill": {
     "duration": 0.042485,
     "end_time": "2023-11-28T12:28:42.432320",
     "exception": false,
     "start_time": "2023-11-28T12:28:42.389835",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "The state names are pretty hard to read. A workaround for this would be to:\n",
    "\n",
    "1. Remove the 'Unemployment Rate in' string from the `'title'` column\n",
    "2. Use `.to_dict()` to make a hash map of the column names\n",
    "3. Do list comprehension to take in the more readable names of the US states"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "175852aa",
   "metadata": {
    "papermill": {
     "duration": 0.037987,
     "end_time": "2023-11-28T12:28:38.573436",
     "exception": false,
     "start_time": "2023-11-28T12:28:38.535449",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "unemployment_states = unemployment_states.dropna()\n",
    "id_to_state = unemployment_df['title'].str.replace('Unemployment Rate in', '').to_dict()\n",
    "unemployment_states.columns = [id_to_state[col] for col in unemployment_states.columns]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "34c34efb",
   "metadata": {
    "papermill": {
     "duration": 0.115089,
     "end_time": "2023-11-28T12:28:38.712892",
     "exception": false,
     "start_time": "2023-11-28T12:28:38.597803",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
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       "\n",
       "    .dataframe tbody tr th {\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>California</th>\n",
       "      <th>New York</th>\n",
       "      <th>Texas</th>\n",
       "      <th>Florida</th>\n",
       "      <th>Alabama</th>\n",
       "      <th>Illinois</th>\n",
       "      <th>North Carolina</th>\n",
       "      <th>Pennsylvania</th>\n",
       "      <th>Michigan</th>\n",
       "      <th>Ohio</th>\n",
       "      <th>New Jersey</th>\n",
       "      <th>Kentucky</th>\n",
       "      <th>Georgia</th>\n",
       "      <th>Minnesota</th>\n",
       "      <th>Massachusetts</th>\n",
       "      <th>New Mexico</th>\n",
       "      <th>Colorado</th>\n",
       "      <th>Virginia</th>\n",
       "      <th>Washington</th>\n",
       "      <th>Oregon</th>\n",
       "      <th>Maryland</th>\n",
       "      <th>Wisconsin</th>\n",
       "      <th>Alaska</th>\n",
       "      <th>Arkansas</th>\n",
       "      <th>South Carolina</th>\n",
       "      <th>West Virginia</th>\n",
       "      <th>Utah</th>\n",
       "      <th>Arizona</th>\n",
       "      <th>Tennessee</th>\n",
       "      <th>Indiana</th>\n",
       "      <th>Louisiana</th>\n",
       "      <th>Iowa</th>\n",
       "      <th>North Dakota</th>\n",
       "      <th>Nevada</th>\n",
       "      <th>Missouri</th>\n",
       "      <th>New Hampshire</th>\n",
       "      <th>Hawaii</th>\n",
       "      <th>Oklahoma</th>\n",
       "      <th>Mississippi</th>\n",
       "      <th>Montana</th>\n",
       "      <th>Nebraska</th>\n",
       "      <th>Kansas</th>\n",
       "      <th>the District of Columbia</th>\n",
       "      <th>Maine</th>\n",
       "      <th>Connecticut</th>\n",
       "      <th>Wyoming</th>\n",
       "      <th>Idaho</th>\n",
       "      <th>Delaware</th>\n",
       "      <th>South Dakota</th>\n",
       "      <th>Vermont</th>\n",
       "      <th>Rhode Island</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1976-01-01</th>\n",
       "      <td>9.2</td>\n",
       "      <td>10.3</td>\n",
       "      <td>5.8</td>\n",
       "      <td>9.7</td>\n",
       "      <td>6.6</td>\n",
       "      <td>6.6</td>\n",
       "      <td>6.4</td>\n",
       "      <td>8.0</td>\n",
       "      <td>9.9</td>\n",
       "      <td>8.1</td>\n",
       "      <td>10.3</td>\n",
       "      <td>5.6</td>\n",
       "      <td>8.4</td>\n",
       "      <td>6.0</td>\n",
       "      <td>10.5</td>\n",
       "      <td>8.6</td>\n",
       "      <td>5.8</td>\n",
       "      <td>6.1</td>\n",
       "      <td>8.5</td>\n",
       "      <td>9.5</td>\n",
       "      <td>6.4</td>\n",
       "      <td>5.8</td>\n",
       "      <td>7.1</td>\n",
       "      <td>7.3</td>\n",
       "      <td>7.4</td>\n",
       "      <td>7.5</td>\n",
       "      <td>5.8</td>\n",
       "      <td>10.2</td>\n",
       "      <td>6.0</td>\n",
       "      <td>6.6</td>\n",
       "      <td>6.3</td>\n",
       "      <td>4.3</td>\n",
       "      <td>3.4</td>\n",
       "      <td>9.2</td>\n",
       "      <td>5.9</td>\n",
       "      <td>6.5</td>\n",
       "      <td>9.8</td>\n",
       "      <td>5.8</td>\n",
       "      <td>6.7</td>\n",
       "      <td>5.8</td>\n",
       "      <td>3.3</td>\n",
       "      <td>4.2</td>\n",
       "      <td>8.7</td>\n",
       "      <td>8.7</td>\n",
       "      <td>9.8</td>\n",
       "      <td>4.1</td>\n",
       "      <td>5.6</td>\n",
       "      <td>8.0</td>\n",
       "      <td>3.3</td>\n",
       "      <td>8.6</td>\n",
       "      <td>7.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1976-02-01</th>\n",
       "      <td>9.2</td>\n",
       "      <td>10.3</td>\n",
       "      <td>5.8</td>\n",
       "      <td>9.7</td>\n",
       "      <td>6.6</td>\n",
       "      <td>6.6</td>\n",
       "      <td>6.4</td>\n",
       "      <td>8.1</td>\n",
       "      <td>9.9</td>\n",
       "      <td>8.1</td>\n",
       "      <td>10.3</td>\n",
       "      <td>5.6</td>\n",
       "      <td>8.4</td>\n",
       "      <td>6.0</td>\n",
       "      <td>10.5</td>\n",
       "      <td>8.7</td>\n",
       "      <td>5.7</td>\n",
       "      <td>6.1</td>\n",
       "      <td>8.5</td>\n",
       "      <td>9.5</td>\n",
       "      <td>6.4</td>\n",
       "      <td>5.8</td>\n",
       "      <td>7.1</td>\n",
       "      <td>7.3</td>\n",
       "      <td>7.4</td>\n",
       "      <td>7.5</td>\n",
       "      <td>5.9</td>\n",
       "      <td>10.2</td>\n",
       "      <td>6.0</td>\n",
       "      <td>6.6</td>\n",
       "      <td>6.3</td>\n",
       "      <td>4.3</td>\n",
       "      <td>3.4</td>\n",
       "      <td>9.2</td>\n",
       "      <td>5.9</td>\n",
       "      <td>6.5</td>\n",
       "      <td>9.8</td>\n",
       "      <td>5.8</td>\n",
       "      <td>6.7</td>\n",
       "      <td>5.8</td>\n",
       "      <td>3.3</td>\n",
       "      <td>4.2</td>\n",
       "      <td>8.7</td>\n",
       "      <td>8.7</td>\n",
       "      <td>9.8</td>\n",
       "      <td>4.1</td>\n",
       "      <td>5.6</td>\n",
       "      <td>8.0</td>\n",
       "      <td>3.3</td>\n",
       "      <td>8.6</td>\n",
       "      <td>7.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1976-03-01</th>\n",
       "      <td>9.1</td>\n",
       "      <td>10.2</td>\n",
       "      <td>5.9</td>\n",
       "      <td>9.6</td>\n",
       "      <td>6.6</td>\n",
       "      <td>6.6</td>\n",
       "      <td>6.4</td>\n",
       "      <td>8.1</td>\n",
       "      <td>9.9</td>\n",
       "      <td>8.1</td>\n",
       "      <td>10.3</td>\n",
       "      <td>5.6</td>\n",
       "      <td>8.4</td>\n",
       "      <td>5.9</td>\n",
       "      <td>10.5</td>\n",
       "      <td>8.7</td>\n",
       "      <td>5.7</td>\n",
       "      <td>6.1</td>\n",
       "      <td>8.4</td>\n",
       "      <td>9.4</td>\n",
       "      <td>6.4</td>\n",
       "      <td>5.7</td>\n",
       "      <td>7.0</td>\n",
       "      <td>7.3</td>\n",
       "      <td>7.3</td>\n",
       "      <td>7.5</td>\n",
       "      <td>5.8</td>\n",
       "      <td>10.1</td>\n",
       "      <td>6.0</td>\n",
       "      <td>6.5</td>\n",
       "      <td>6.3</td>\n",
       "      <td>4.3</td>\n",
       "      <td>3.4</td>\n",
       "      <td>9.2</td>\n",
       "      <td>5.9</td>\n",
       "      <td>6.5</td>\n",
       "      <td>9.8</td>\n",
       "      <td>5.8</td>\n",
       "      <td>6.6</td>\n",
       "      <td>5.8</td>\n",
       "      <td>3.3</td>\n",
       "      <td>4.2</td>\n",
       "      <td>8.6</td>\n",
       "      <td>8.6</td>\n",
       "      <td>9.8</td>\n",
       "      <td>4.1</td>\n",
       "      <td>5.6</td>\n",
       "      <td>8.0</td>\n",
       "      <td>3.2</td>\n",
       "      <td>8.6</td>\n",
       "      <td>7.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1976-04-01</th>\n",
       "      <td>9.1</td>\n",
       "      <td>10.2</td>\n",
       "      <td>5.9</td>\n",
       "      <td>9.5</td>\n",
       "      <td>6.5</td>\n",
       "      <td>6.6</td>\n",
       "      <td>6.3</td>\n",
       "      <td>8.1</td>\n",
       "      <td>9.8</td>\n",
       "      <td>8.0</td>\n",
       "      <td>10.3</td>\n",
       "      <td>5.6</td>\n",
       "      <td>8.3</td>\n",
       "      <td>5.8</td>\n",
       "      <td>10.3</td>\n",
       "      <td>8.6</td>\n",
       "      <td>5.6</td>\n",
       "      <td>6.0</td>\n",
       "      <td>8.5</td>\n",
       "      <td>9.2</td>\n",
       "      <td>6.4</td>\n",
       "      <td>5.6</td>\n",
       "      <td>6.9</td>\n",
       "      <td>7.2</td>\n",
       "      <td>7.2</td>\n",
       "      <td>7.5</td>\n",
       "      <td>5.8</td>\n",
       "      <td>10.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>6.3</td>\n",
       "      <td>6.4</td>\n",
       "      <td>4.2</td>\n",
       "      <td>3.5</td>\n",
       "      <td>9.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>6.5</td>\n",
       "      <td>9.7</td>\n",
       "      <td>5.8</td>\n",
       "      <td>6.4</td>\n",
       "      <td>5.8</td>\n",
       "      <td>3.2</td>\n",
       "      <td>4.2</td>\n",
       "      <td>8.5</td>\n",
       "      <td>8.6</td>\n",
       "      <td>9.6</td>\n",
       "      <td>4.0</td>\n",
       "      <td>5.6</td>\n",
       "      <td>8.1</td>\n",
       "      <td>3.1</td>\n",
       "      <td>8.6</td>\n",
       "      <td>7.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1976-05-01</th>\n",
       "      <td>9.0</td>\n",
       "      <td>10.1</td>\n",
       "      <td>5.9</td>\n",
       "      <td>9.3</td>\n",
       "      <td>6.4</td>\n",
       "      <td>6.6</td>\n",
       "      <td>6.1</td>\n",
       "      <td>8.1</td>\n",
       "      <td>9.6</td>\n",
       "      <td>7.8</td>\n",
       "      <td>10.3</td>\n",
       "      <td>5.5</td>\n",
       "      <td>8.1</td>\n",
       "      <td>5.7</td>\n",
       "      <td>10.1</td>\n",
       "      <td>8.6</td>\n",
       "      <td>5.6</td>\n",
       "      <td>5.9</td>\n",
       "      <td>8.5</td>\n",
       "      <td>9.1</td>\n",
       "      <td>6.5</td>\n",
       "      <td>5.5</td>\n",
       "      <td>6.9</td>\n",
       "      <td>7.1</td>\n",
       "      <td>7.0</td>\n",
       "      <td>7.4</td>\n",
       "      <td>5.7</td>\n",
       "      <td>9.8</td>\n",
       "      <td>5.9</td>\n",
       "      <td>6.0</td>\n",
       "      <td>6.5</td>\n",
       "      <td>4.1</td>\n",
       "      <td>3.6</td>\n",
       "      <td>8.9</td>\n",
       "      <td>6.0</td>\n",
       "      <td>6.5</td>\n",
       "      <td>9.4</td>\n",
       "      <td>5.7</td>\n",
       "      <td>6.3</td>\n",
       "      <td>5.8</td>\n",
       "      <td>3.1</td>\n",
       "      <td>4.2</td>\n",
       "      <td>8.4</td>\n",
       "      <td>8.5</td>\n",
       "      <td>9.4</td>\n",
       "      <td>3.9</td>\n",
       "      <td>5.6</td>\n",
       "      <td>8.3</td>\n",
       "      <td>3.1</td>\n",
       "      <td>8.5</td>\n",
       "      <td>7.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-06-01</th>\n",
       "      <td>4.6</td>\n",
       "      <td>3.9</td>\n",
       "      <td>4.1</td>\n",
       "      <td>2.6</td>\n",
       "      <td>2.2</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.8</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3.7</td>\n",
       "      <td>3.8</td>\n",
       "      <td>3.2</td>\n",
       "      <td>2.9</td>\n",
       "      <td>2.6</td>\n",
       "      <td>3.5</td>\n",
       "      <td>2.8</td>\n",
       "      <td>2.7</td>\n",
       "      <td>3.8</td>\n",
       "      <td>3.5</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.5</td>\n",
       "      <td>3.7</td>\n",
       "      <td>2.6</td>\n",
       "      <td>3.1</td>\n",
       "      <td>3.3</td>\n",
       "      <td>2.4</td>\n",
       "      <td>3.5</td>\n",
       "      <td>3.2</td>\n",
       "      <td>3.2</td>\n",
       "      <td>3.6</td>\n",
       "      <td>2.7</td>\n",
       "      <td>2.0</td>\n",
       "      <td>5.4</td>\n",
       "      <td>2.6</td>\n",
       "      <td>1.8</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.7</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.4</td>\n",
       "      <td>1.9</td>\n",
       "      <td>2.8</td>\n",
       "      <td>5.1</td>\n",
       "      <td>2.4</td>\n",
       "      <td>3.7</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.7</td>\n",
       "      <td>4.2</td>\n",
       "      <td>1.8</td>\n",
       "      <td>1.9</td>\n",
       "      <td>2.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-07-01</th>\n",
       "      <td>4.6</td>\n",
       "      <td>3.9</td>\n",
       "      <td>4.1</td>\n",
       "      <td>2.7</td>\n",
       "      <td>2.1</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.5</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.9</td>\n",
       "      <td>3.9</td>\n",
       "      <td>3.2</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.5</td>\n",
       "      <td>3.6</td>\n",
       "      <td>2.9</td>\n",
       "      <td>2.5</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.4</td>\n",
       "      <td>1.8</td>\n",
       "      <td>2.6</td>\n",
       "      <td>3.8</td>\n",
       "      <td>2.6</td>\n",
       "      <td>3.1</td>\n",
       "      <td>3.4</td>\n",
       "      <td>2.4</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.1</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.4</td>\n",
       "      <td>2.7</td>\n",
       "      <td>2.0</td>\n",
       "      <td>5.3</td>\n",
       "      <td>2.7</td>\n",
       "      <td>1.7</td>\n",
       "      <td>2.8</td>\n",
       "      <td>2.7</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.5</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.7</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.4</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.8</td>\n",
       "      <td>4.1</td>\n",
       "      <td>1.9</td>\n",
       "      <td>1.8</td>\n",
       "      <td>2.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-08-01</th>\n",
       "      <td>4.6</td>\n",
       "      <td>3.9</td>\n",
       "      <td>4.1</td>\n",
       "      <td>2.7</td>\n",
       "      <td>2.1</td>\n",
       "      <td>4.1</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.5</td>\n",
       "      <td>3.7</td>\n",
       "      <td>3.4</td>\n",
       "      <td>4.2</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.6</td>\n",
       "      <td>3.7</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.5</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.4</td>\n",
       "      <td>1.7</td>\n",
       "      <td>2.9</td>\n",
       "      <td>3.9</td>\n",
       "      <td>2.7</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.6</td>\n",
       "      <td>2.5</td>\n",
       "      <td>3.8</td>\n",
       "      <td>3.1</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3.3</td>\n",
       "      <td>2.9</td>\n",
       "      <td>1.9</td>\n",
       "      <td>5.4</td>\n",
       "      <td>2.8</td>\n",
       "      <td>1.8</td>\n",
       "      <td>2.8</td>\n",
       "      <td>2.8</td>\n",
       "      <td>3.2</td>\n",
       "      <td>2.5</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.7</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.5</td>\n",
       "      <td>3.5</td>\n",
       "      <td>2.9</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.1</td>\n",
       "      <td>1.9</td>\n",
       "      <td>1.8</td>\n",
       "      <td>2.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-09-01</th>\n",
       "      <td>4.7</td>\n",
       "      <td>4.0</td>\n",
       "      <td>4.1</td>\n",
       "      <td>2.8</td>\n",
       "      <td>2.2</td>\n",
       "      <td>4.4</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3.9</td>\n",
       "      <td>3.4</td>\n",
       "      <td>4.4</td>\n",
       "      <td>4.1</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.6</td>\n",
       "      <td>3.7</td>\n",
       "      <td>3.2</td>\n",
       "      <td>2.5</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.5</td>\n",
       "      <td>1.6</td>\n",
       "      <td>3.1</td>\n",
       "      <td>4.1</td>\n",
       "      <td>2.9</td>\n",
       "      <td>2.9</td>\n",
       "      <td>3.8</td>\n",
       "      <td>2.6</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.2</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.9</td>\n",
       "      <td>5.4</td>\n",
       "      <td>2.9</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.8</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.2</td>\n",
       "      <td>2.7</td>\n",
       "      <td>2.1</td>\n",
       "      <td>2.8</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.7</td>\n",
       "      <td>3.5</td>\n",
       "      <td>2.9</td>\n",
       "      <td>3.1</td>\n",
       "      <td>4.1</td>\n",
       "      <td>1.9</td>\n",
       "      <td>1.9</td>\n",
       "      <td>2.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-10-01</th>\n",
       "      <td>4.8</td>\n",
       "      <td>4.2</td>\n",
       "      <td>4.1</td>\n",
       "      <td>2.8</td>\n",
       "      <td>2.3</td>\n",
       "      <td>4.6</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3.4</td>\n",
       "      <td>4.1</td>\n",
       "      <td>3.6</td>\n",
       "      <td>4.6</td>\n",
       "      <td>4.2</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3.2</td>\n",
       "      <td>2.8</td>\n",
       "      <td>3.8</td>\n",
       "      <td>3.3</td>\n",
       "      <td>2.7</td>\n",
       "      <td>3.8</td>\n",
       "      <td>3.6</td>\n",
       "      <td>1.7</td>\n",
       "      <td>3.2</td>\n",
       "      <td>4.3</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.9</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.7</td>\n",
       "      <td>4.2</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3.3</td>\n",
       "      <td>3.2</td>\n",
       "      <td>1.9</td>\n",
       "      <td>5.4</td>\n",
       "      <td>3.1</td>\n",
       "      <td>2.1</td>\n",
       "      <td>2.9</td>\n",
       "      <td>3.2</td>\n",
       "      <td>3.3</td>\n",
       "      <td>2.8</td>\n",
       "      <td>2.2</td>\n",
       "      <td>2.9</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.8</td>\n",
       "      <td>3.5</td>\n",
       "      <td>2.9</td>\n",
       "      <td>3.2</td>\n",
       "      <td>4.2</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.7</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>574 rows × 51 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "             California   New York   Texas   Florida   Alabama   Illinois  \\\n",
       "1976-01-01          9.2       10.3     5.8       9.7       6.6        6.6   \n",
       "1976-02-01          9.2       10.3     5.8       9.7       6.6        6.6   \n",
       "1976-03-01          9.1       10.2     5.9       9.6       6.6        6.6   \n",
       "1976-04-01          9.1       10.2     5.9       9.5       6.5        6.6   \n",
       "1976-05-01          9.0       10.1     5.9       9.3       6.4        6.6   \n",
       "...                 ...        ...     ...       ...       ...        ...   \n",
       "2023-06-01          4.6        3.9     4.1       2.6       2.2        4.0   \n",
       "2023-07-01          4.6        3.9     4.1       2.7       2.1        4.0   \n",
       "2023-08-01          4.6        3.9     4.1       2.7       2.1        4.1   \n",
       "2023-09-01          4.7        4.0     4.1       2.8       2.2        4.4   \n",
       "2023-10-01          4.8        4.2     4.1       2.8       2.3        4.6   \n",
       "\n",
       "             North Carolina   Pennsylvania   Michigan   Ohio   New Jersey  \\\n",
       "1976-01-01              6.4            8.0        9.9    8.1         10.3   \n",
       "1976-02-01              6.4            8.1        9.9    8.1         10.3   \n",
       "1976-03-01              6.4            8.1        9.9    8.1         10.3   \n",
       "1976-04-01              6.3            8.1        9.8    8.0         10.3   \n",
       "1976-05-01              6.1            8.1        9.6    7.8         10.3   \n",
       "...                     ...            ...        ...    ...          ...   \n",
       "2023-06-01              3.3            3.8        3.6    3.4          3.7   \n",
       "2023-07-01              3.3            3.5        3.6    3.3          3.9   \n",
       "2023-08-01              3.3            3.5        3.7    3.4          4.2   \n",
       "2023-09-01              3.4            3.4        3.9    3.4          4.4   \n",
       "2023-10-01              3.4            3.4        4.1    3.6          4.6   \n",
       "\n",
       "             Kentucky   Georgia   Minnesota   Massachusetts   New Mexico  \\\n",
       "1976-01-01        5.6       8.4         6.0            10.5          8.6   \n",
       "1976-02-01        5.6       8.4         6.0            10.5          8.7   \n",
       "1976-03-01        5.6       8.4         5.9            10.5          8.7   \n",
       "1976-04-01        5.6       8.3         5.8            10.3          8.6   \n",
       "1976-05-01        5.5       8.1         5.7            10.1          8.6   \n",
       "...               ...       ...         ...             ...          ...   \n",
       "2023-06-01        3.8       3.2         2.9             2.6          3.5   \n",
       "2023-07-01        3.9       3.2         3.0             2.5          3.6   \n",
       "2023-08-01        4.0       3.3         3.1             2.6          3.7   \n",
       "2023-09-01        4.1       3.4         3.1             2.6          3.7   \n",
       "2023-10-01        4.2       3.4         3.2             2.8          3.8   \n",
       "\n",
       "             Colorado   Virginia   Washington   Oregon   Maryland   Wisconsin  \\\n",
       "1976-01-01        5.8        6.1          8.5      9.5        6.4         5.8   \n",
       "1976-02-01        5.7        6.1          8.5      9.5        6.4         5.8   \n",
       "1976-03-01        5.7        6.1          8.4      9.4        6.4         5.7   \n",
       "1976-04-01        5.6        6.0          8.5      9.2        6.4         5.6   \n",
       "1976-05-01        5.6        5.9          8.5      9.1        6.5         5.5   \n",
       "...               ...        ...          ...      ...        ...         ...   \n",
       "2023-06-01        2.8        2.7          3.8      3.5        2.0         2.5   \n",
       "2023-07-01        2.9        2.5          3.6      3.4        1.8         2.6   \n",
       "2023-08-01        3.1        2.5          3.6      3.4        1.7         2.9   \n",
       "2023-09-01        3.2        2.5          3.6      3.5        1.6         3.1   \n",
       "2023-10-01        3.3        2.7          3.8      3.6        1.7         3.2   \n",
       "\n",
       "             Alaska   Arkansas   South Carolina   West Virginia   Utah  \\\n",
       "1976-01-01      7.1        7.3              7.4             7.5    5.8   \n",
       "1976-02-01      7.1        7.3              7.4             7.5    5.9   \n",
       "1976-03-01      7.0        7.3              7.3             7.5    5.8   \n",
       "1976-04-01      6.9        7.2              7.2             7.5    5.8   \n",
       "1976-05-01      6.9        7.1              7.0             7.4    5.7   \n",
       "...             ...        ...              ...             ...    ...   \n",
       "2023-06-01      3.7        2.6              3.1             3.3    2.4   \n",
       "2023-07-01      3.8        2.6              3.1             3.4    2.4   \n",
       "2023-08-01      3.9        2.7              3.0             3.6    2.5   \n",
       "2023-09-01      4.1        2.9              2.9             3.8    2.6   \n",
       "2023-10-01      4.3        3.1              2.9             4.0    2.7   \n",
       "\n",
       "             Arizona   Tennessee   Indiana   Louisiana   Iowa   North Dakota  \\\n",
       "1976-01-01      10.2         6.0       6.6         6.3    4.3            3.4   \n",
       "1976-02-01      10.2         6.0       6.6         6.3    4.3            3.4   \n",
       "1976-03-01      10.1         6.0       6.5         6.3    4.3            3.4   \n",
       "1976-04-01      10.0         6.0       6.3         6.4    4.2            3.5   \n",
       "1976-05-01       9.8         5.9       6.0         6.5    4.1            3.6   \n",
       "...              ...         ...       ...         ...    ...            ...   \n",
       "2023-06-01       3.5         3.2       3.2         3.6    2.7            2.0   \n",
       "2023-07-01       3.6         3.1       3.3         3.4    2.7            2.0   \n",
       "2023-08-01       3.8         3.1       3.4         3.3    2.9            1.9   \n",
       "2023-09-01       4.0         3.2       3.6         3.3    3.0            1.9   \n",
       "2023-10-01       4.2         3.3       3.6         3.3    3.2            1.9   \n",
       "\n",
       "             Nevada   Missouri   New Hampshire   Hawaii   Oklahoma  \\\n",
       "1976-01-01      9.2        5.9             6.5      9.8        5.8   \n",
       "1976-02-01      9.2        5.9             6.5      9.8        5.8   \n",
       "1976-03-01      9.2        5.9             6.5      9.8        5.8   \n",
       "1976-04-01      9.0        6.0             6.5      9.7        5.8   \n",
       "1976-05-01      8.9        6.0             6.5      9.4        5.7   \n",
       "...             ...        ...             ...      ...        ...   \n",
       "2023-06-01      5.4        2.6             1.8      3.0        2.7   \n",
       "2023-07-01      5.3        2.7             1.7      2.8        2.7   \n",
       "2023-08-01      5.4        2.8             1.8      2.8        2.8   \n",
       "2023-09-01      5.4        2.9             2.0      2.8        3.0   \n",
       "2023-10-01      5.4        3.1             2.1      2.9        3.2   \n",
       "\n",
       "             Mississippi   Montana   Nebraska   Kansas  \\\n",
       "1976-01-01           6.7       5.8        3.3      4.2   \n",
       "1976-02-01           6.7       5.8        3.3      4.2   \n",
       "1976-03-01           6.6       5.8        3.3      4.2   \n",
       "1976-04-01           6.4       5.8        3.2      4.2   \n",
       "1976-05-01           6.3       5.8        3.1      4.2   \n",
       "...                  ...       ...        ...      ...   \n",
       "2023-06-01           3.1       2.4        1.9      2.8   \n",
       "2023-07-01           3.0       2.5        2.0      2.7   \n",
       "2023-08-01           3.2       2.5        2.0      2.7   \n",
       "2023-09-01           3.2       2.7        2.1      2.8   \n",
       "2023-10-01           3.3       2.8        2.2      2.9   \n",
       "\n",
       "             the District of Columbia   Maine   Connecticut   Wyoming   Idaho  \\\n",
       "1976-01-01                        8.7     8.7           9.8       4.1     5.6   \n",
       "1976-02-01                        8.7     8.7           9.8       4.1     5.6   \n",
       "1976-03-01                        8.6     8.6           9.8       4.1     5.6   \n",
       "1976-04-01                        8.5     8.6           9.6       4.0     5.6   \n",
       "1976-05-01                        8.4     8.5           9.4       3.9     5.6   \n",
       "...                               ...     ...           ...       ...     ...   \n",
       "2023-06-01                        5.1     2.4           3.7       3.1     2.7   \n",
       "2023-07-01                        5.0     2.4           3.6       3.0     2.8   \n",
       "2023-08-01                        5.0     2.5           3.5       2.9     3.0   \n",
       "2023-09-01                        5.0     2.7           3.5       2.9     3.1   \n",
       "2023-10-01                        5.0     2.8           3.5       2.9     3.2   \n",
       "\n",
       "             Delaware   South Dakota   Vermont   Rhode Island  \n",
       "1976-01-01        8.0            3.3       8.6            7.8  \n",
       "1976-02-01        8.0            3.3       8.6            7.8  \n",
       "1976-03-01        8.0            3.2       8.6            7.7  \n",
       "1976-04-01        8.1            3.1       8.6            7.7  \n",
       "1976-05-01        8.3            3.1       8.5            7.7  \n",
       "...               ...            ...       ...            ...  \n",
       "2023-06-01        4.2            1.8       1.9            2.9  \n",
       "2023-07-01        4.1            1.9       1.8            2.8  \n",
       "2023-08-01        4.1            1.9       1.8            2.7  \n",
       "2023-09-01        4.1            1.9       1.9            2.6  \n",
       "2023-10-01        4.2            2.0       2.0            2.7  \n",
       "\n",
       "[574 rows x 51 columns]"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "unemployment_states"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3b7461e6",
   "metadata": {
    "papermill": {
     "duration": 0.024076,
     "end_time": "2023-11-28T12:28:38.761649",
     "exception": false,
     "start_time": "2023-11-28T12:28:38.737573",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "We now have more **readable US State Columns**"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0afc1621",
   "metadata": {
    "papermill": {
     "duration": 0.024123,
     "end_time": "2023-11-28T12:28:38.809895",
     "exception": false,
     "start_time": "2023-11-28T12:28:38.785772",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# 3. Visualize Unemployment Rate by US State"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e93cbc5e",
   "metadata": {
    "papermill": {
     "duration": 0.026193,
     "end_time": "2023-11-28T12:28:38.861147",
     "exception": false,
     "start_time": "2023-11-28T12:28:38.834954",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "Let us visualize **unemployment rates by US for every month over the years**. To make it interactive we'll make use of `plotly.express` which is an interactive graphing library for Python."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "87a3e11c",
   "metadata": {
    "papermill": {
     "duration": 2.360976,
     "end_time": "2023-11-28T12:28:41.254998",
     "exception": false,
     "start_time": "2023-11-28T12:28:38.894022",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
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F=e.borderwidth,B=e.borderpad,N=F+B,j=R.append(\"rect\").attr(\"class\",\"bg\").style(\"stroke-width\",F+\"px\").call(u.stroke,e.bordercolor).call(u.fill,e.bgcolor),U=e.width||e.height,V=w._topclips.selectAll(\"#\"+L).data(U?[0]:[]);V.enter().append(\"clipPath\").classed(\"annclip\",!0).attr(\"id\",L).append(\"rect\"),V.exit().remove();var H=e.font,q=w._meta?o.templateString(e.text,w._meta):e.text,G=R.append(\"text\").classed(\"annotation-text\",!0).text(q);k.annotationText?G.call(h.makeEditable,{delegate:R,gd:t}).call(Y).on(\"edit\",(function(r){e.text=r,this.call(Y),S(\"text\",r),y&&y.autorange&&M(y._name+\".autorange\",!0),x&&x.autorange&&M(x._name+\".autorange\",!0),i.call(\"_guiRelayout\",t,E())})):G.call(Y)}else n.selectAll(\"#\"+L).remove();function Z(t){var n={index:r,annotation:e._input,fullAnnotation:e,event:t};return a&&(n.subplotId=a),n}function Y(r){return 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kt,At=function(r,n){O.selectAll(\".annotation-arrow-g\").remove();var l=C.x.head,f=C.y.head,h=C.x.tail+r,p=C.y.tail+n,v=C.x.text+r,b=C.y.text+n,_=o.rotationXYMatrix(P,v,b),w=o.apply2DTransform(_),A=o.apply2DTransform2(_),L=+j.attr(\"width\"),D=+j.attr(\"height\"),z=v-.5*L,F=z+L,B=b-.5*D,N=B+D,U=[[z,B,z,N],[z,N,F,N],[F,N,F,B],[F,B,z,B]].map(A);if(!U.reduce((function(t,e){return t^!!o.segmentsIntersect(l,f,l+1e6,f+1e6,e[0],e[1],e[2],e[3])}),!1)){U.forEach((function(t){var e=o.segmentsIntersect(h,p,l,f,t[0],t[1],t[2],t[3]);e&&(h=e.x,p=e.y)}));var V=e.arrowwidth,H=e.arrowcolor,q=e.arrowside,G=O.append(\"g\").style({opacity:u.opacity(H)}).classed(\"annotation-arrow-g\",!0),Z=G.append(\"path\").attr(\"d\",\"M\"+h+\",\"+p+\"L\"+l+\",\"+f).style(\"stroke-width\",V+\"px\").call(u.stroke,u.rgb(H));if(g(Z,q,e),k.annotationPosition&&Z.node().parentNode&&!a){var Y=l,W=f;if(e.standoff){var X=Math.sqrt(Math.pow(l-h,2)+Math.pow(f-p,2));Y+=e.standoff*(h-l)/X,W+=e.standoff*(p-f)/X}var J,K,$=G.append(\"path\").classed(\"annotation-arrow\",!0).classed(\"anndrag\",!0).classed(\"cursor-move\",!0).attr({d:\"M3,3H-3V-3H3ZM0,0L\"+(h-Y)+\",\"+(p-W),transform:s(Y,W)}).style(\"stroke-width\",V+6+\"px\").call(u.stroke,\"rgba(0,0,0,0)\").call(u.fill,\"rgba(0,0,0,0)\");d.init({element:$.node(),gd:t,prepFn:function(){var t=c.getTranslate(R);J=t.x,K=t.y,y&&y.autorange&&M(y._name+\".autorange\",!0),x&&x.autorange&&M(x._name+\".autorange\",!0)},moveFn:function(t,r){var n=w(J,K),i=n[0]+t,a=n[1]+r;R.call(c.setTranslate,i,a),S(\"x\",m(y,t,\"x\",T,e)),S(\"y\",m(x,r,\"y\",T,e)),e.axref===e.xref&&S(\"ax\",m(y,t,\"ax\",T,e)),e.ayref===e.yref&&S(\"ay\",m(x,r,\"ay\",T,e)),G.attr(\"transform\",s(t,r)),I.attr({transform:\"rotate(\"+P+\",\"+i+\",\"+a+\")\"})},doneFn:function(){i.call(\"_guiRelayout\",t,E());var 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e=t._fullLayout;e._infolayer.selectAll(\".annotation\").remove();for(var r=0;r<e.annotations.length;r++)e.annotations[r].visible&&y(t,r);return a.previousPromises(t)},drawOne:y,drawRaw:x}},13011:function(t,e,r){\"use strict\";var n=r(39898),i=r(7901),a=r(82884),o=r(71828),s=o.strScale,l=o.strRotate,u=o.strTranslate;t.exports=function(t,e,r){var o,c,f,h,p=t.node(),d=a[r.arrowhead||0],v=a[r.startarrowhead||0],g=(r.arrowwidth||1)*(r.arrowsize||1),y=(r.arrowwidth||1)*(r.startarrowsize||1),m=e.indexOf(\"start\")>=0,x=e.indexOf(\"end\")>=0,b=d.backoff*g+r.standoff,_=v.backoff*y+r.startstandoff;if(\"line\"===p.nodeName){o={x:+t.attr(\"x1\"),y:+t.attr(\"y1\")},c={x:+t.attr(\"x2\"),y:+t.attr(\"y2\")};var w=o.x-c.x,T=o.y-c.y;if(h=(f=Math.atan2(T,w))+Math.PI,b&&_&&b+_>Math.sqrt(w*w+T*T))return void D();if(b){if(b*b>w*w+T*T)return void D();var k=b*Math.cos(f),A=b*Math.sin(f);c.x+=k,c.y+=A,t.attr({x2:c.x,y2:c.y})}if(_){if(_*_>w*w+T*T)return void D();var 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n=r(92605),i=r(44317);t.exports={moduleType:\"component\",name:\"annotations\",layoutAttributes:r(50215),supplyLayoutDefaults:r(84046),includeBasePlot:r(76325)(\"annotations\"),calcAutorange:r(3749),draw:n.draw,drawOne:n.drawOne,drawRaw:n.drawRaw,hasClickToShow:i.hasClickToShow,onClick:i.onClick,convertCoords:r(94128)}},26997:function(t,e,r){\"use strict\";var n=r(50215),i=r(30962).overrideAll,a=r(44467).templatedArray;t.exports=i(a(\"annotation\",{visible:n.visible,x:{valType:\"any\"},y:{valType:\"any\"},z:{valType:\"any\"},ax:{valType:\"number\"},ay:{valType:\"number\"},xanchor:n.xanchor,xshift:n.xshift,yanchor:n.yanchor,yshift:n.yshift,text:n.text,textangle:n.textangle,font:n.font,width:n.width,height:n.height,opacity:n.opacity,align:n.align,valign:n.valign,bgcolor:n.bgcolor,bordercolor:n.bordercolor,borderpad:n.borderpad,borderwidth:n.borderwidth,showarrow:n.showarrow,arrowcolor:n.arrowcolor,arrowhead:n.arrowhead,startarrowhead:n.startarrowhead,arrowside:n.arrowside,arrowsize:n.arrowsize,startarrowsize:n.startarrowsize,arrowwidth:n.arrowwidth,standoff:n.standoff,startstandoff:n.startstandoff,hovertext:n.hovertext,hoverlabel:n.hoverlabel,captureevents:n.captureevents}),\"calc\",\"from-root\")},5485:function(t,e,r){\"use strict\";var n=r(71828),i=r(89298);function a(t,e){var r=e.fullSceneLayout.domain,a=e.fullLayout._size,o={pdata:null,type:\"linear\",autorange:!1,range:[-1/0,1/0]};t._xa={},n.extendFlat(t._xa,o),i.setConvert(t._xa),t._xa._offset=a.l+r.x[0]*a.w,t._xa.l2p=function(){return.5*(1+t._pdata[0]/t._pdata[3])*a.w*(r.x[1]-r.x[0])},t._ya={},n.extendFlat(t._ya,o),i.setConvert(t._ya),t._ya._offset=a.t+(1-r.y[1])*a.h,t._ya.l2p=function(){return.5*(1-t._pdata[1]/t._pdata[3])*a.h*(r.y[1]-r.y[0])}}t.exports=function(t){for(var e=t.fullSceneLayout.annotations,r=0;r<e.length;r++)a(e[r],t);t.fullLayout._infolayer.selectAll(\".annotation-\"+t.id).remove()}},20226:function(t,e,r){\"use strict\";var n=r(71828),i=r(89298),a=r(85501),o=r(25625),s=r(26997);function l(t,e,r,a){function l(r,i){return n.coerce(t,e,s,r,i)}function u(t){var n=t+\"axis\",a={_fullLayout:{}};return a._fullLayout[n]=r[n],i.coercePosition(e,a,l,t,t,.5)}l(\"visible\")&&(o(t,e,a.fullLayout,l),u(\"x\"),u(\"y\"),u(\"z\"),n.noneOrAll(t,e,[\"x\",\"y\",\"z\"]),e.xref=\"x\",e.yref=\"y\",e.zref=\"z\",l(\"xanchor\"),l(\"yanchor\"),l(\"xshift\"),l(\"yshift\"),e.showarrow&&(e.axref=\"pixel\",e.ayref=\"pixel\",l(\"ax\",-10),l(\"ay\",-30),n.noneOrAll(t,e,[\"ax\",\"ay\"])))}t.exports=function(t,e,r){a(t,e,{name:\"annotations\",handleItemDefaults:l,fullLayout:r.fullLayout})}},82188:function(t,e,r){\"use strict\";var n=r(92605).drawRaw,i=r(63538),a=[\"x\",\"y\",\"z\"];t.exports=function(t){for(var e=t.fullSceneLayout,r=t.dataScale,o=e.annotations,s=0;s<o.length;s++){for(var l=o[s],u=!1,c=0;c<3;c++){var f=a[c],h=l[f],p=e[f+\"axis\"].r2fraction(h);if(p<0||p>1){u=!0;break}}u?t.fullLayout._infolayer.select(\".annotation-\"+t.id+'[data-index=\"'+s+'\"]').remove():(l._pdata=i(t.glplot.cameraParams,[e.xaxis.r2l(l.x)*r[0],e.yaxis.r2l(l.y)*r[1],e.zaxis.r2l(l.z)*r[2]]),n(t.graphDiv,l,s,t.id,l._xa,l._ya))}}},2468:function(t,e,r){\"use strict\";var n=r(73972),i=r(71828);t.exports={moduleType:\"component\",name:\"annotations3d\",schema:{subplots:{scene:{annotations:r(26997)}}},layoutAttributes:r(26997),handleDefaults:r(20226),includeBasePlot:function(t,e){var r=n.subplotsRegistry.gl3d;if(r)for(var a=r.attrRegex,o=Object.keys(t),s=0;s<o.length;s++){var l=o[s];a.test(l)&&(t[l].annotations||[]).length&&(i.pushUnique(e._basePlotModules,r),i.pushUnique(e._subplots.gl3d,l))}},convert:r(5485),draw:r(82188)}},7561:function(t,e,r){\"use 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n=l(t*f*.8,2),i=l(.8*t,2),a=l(1.6*t,2),o=l(4*t,2),s=\"A \"+o+\",\"+o+\" 0 0 1 \";return g(e,r,\"M-\"+n+\",\"+i+s+n+\",\"+i+s+\"0,-\"+a+s+\"-\"+n+\",\"+i+\"Z\")}},\"star-triangle-down\":{n:20,f:function(t,e,r){if(v(e))return u;var n=l(t*f*.8,2),i=l(.8*t,2),a=l(1.6*t,2),o=l(4*t,2),s=\"A \"+o+\",\"+o+\" 0 0 1 \";return g(e,r,\"M\"+n+\",-\"+i+s+\"-\"+n+\",-\"+i+s+\"0,\"+a+s+n+\",-\"+i+\"Z\")}},\"star-square\":{n:21,f:function(t,e,r){if(v(e))return u;var n=l(1.1*t,2),i=l(2*t,2),a=\"A \"+i+\",\"+i+\" 0 0 1 \";return g(e,r,\"M-\"+n+\",-\"+n+a+\"-\"+n+\",\"+n+a+n+\",\"+n+a+n+\",-\"+n+a+\"-\"+n+\",-\"+n+\"Z\")}},\"star-diamond\":{n:22,f:function(t,e,r){if(v(e))return u;var n=l(1.4*t,2),i=l(1.9*t,2),a=\"A \"+i+\",\"+i+\" 0 0 1 \";return g(e,r,\"M-\"+n+\",0\"+a+\"0,\"+n+a+n+\",0\"+a+\"0,-\"+n+a+\"-\"+n+\",0Z\")}},\"diamond-tall\":{n:23,f:function(t,e,r){if(v(e))return u;var n=l(.7*t,2),i=l(1.4*t,2);return g(e,r,\"M0,\"+i+\"L\"+n+\",0L0,-\"+i+\"L-\"+n+\",0Z\")}},\"diamond-wide\":{n:24,f:function(t,e,r){if(v(e))return u;var n=l(1.4*t,2),i=l(.7*t,2);return g(e,r,\"M0,\"+i+\"L\"+n+\",0L0,-\"+i+\"L-\"+n+\",0Z\")}},hourglass:{n:25,f:function(t,e,r){if(v(e))return u;var n=l(t,2);return g(e,r,\"M\"+n+\",\"+n+\"H-\"+n+\"L\"+n+\",-\"+n+\"H-\"+n+\"Z\")},noDot:!0},bowtie:{n:26,f:function(t,e,r){if(v(e))return u;var n=l(t,2);return g(e,r,\"M\"+n+\",\"+n+\"V-\"+n+\"L-\"+n+\",\"+n+\"V-\"+n+\"Z\")},noDot:!0},\"circle-cross\":{n:27,f:function(t,e,r){if(v(e))return u;var n=l(t,2);return g(e,r,\"M0,\"+n+\"V-\"+n+\"M\"+n+\",0H-\"+n+\"M\"+n+\",0A\"+n+\",\"+n+\" 0 1,1 0,-\"+n+\"A\"+n+\",\"+n+\" 0 0,1 \"+n+\",0Z\")},needLine:!0,noDot:!0},\"circle-x\":{n:28,f:function(t,e,r){if(v(e))return u;var n=l(t,2),i=l(t/c,2);return g(e,r,\"M\"+i+\",\"+i+\"L-\"+i+\",-\"+i+\"M\"+i+\",-\"+i+\"L-\"+i+\",\"+i+\"M\"+n+\",0A\"+n+\",\"+n+\" 0 1,1 0,-\"+n+\"A\"+n+\",\"+n+\" 0 0,1 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ot,st,lt,ut,ct=d.select(\"g.legend\"),ft=H(r,ct.node()),ht=ft.width+2*S,pt=ft.height+2*S,dt=W[0],vt=(dt.x0+dt.x1)/2,gt=(dt.y0+dt.y1)/2,yt=!(g.traceIs(dt.trace,\"bar-like\")||g.traceIs(dt.trace,\"box-violin\"));\"y\"===P?yt?(st=gt-S,ot=gt+S):(st=Math.min.apply(null,W.map((function(t){return Math.min(t.y0,t.y1)}))),ot=Math.max.apply(null,W.map((function(t){return Math.max(t.y0,t.y1)})))):st=ot=o.mean(W.map((function(t){return(t.y0+t.y1)/2})))-pt/2,\"x\"===P?yt?(lt=vt+S,ut=vt-S):(lt=Math.max.apply(null,W.map((function(t){return Math.max(t.x0,t.x1)}))),ut=Math.min.apply(null,W.map((function(t){return Math.min(t.x0,t.x1)})))):lt=ut=o.mean(W.map((function(t){return(t.x0+t.x1)/2})))-ht/2;var mt,xt,bt=E._offset,_t=L._offset;return ut+=bt-ht,st+=_t-pt,mt=(lt+=bt)+ht<B&&lt>=0?lt:ut+ht<B&&ut>=0?ut:bt+ht<B?bt:lt-vt<vt-ut+ht?B-ht:0,mt+=S,xt=(ot+=_t)+pt<N&&ot>=0?ot:st+pt<N&&st>=0?st:_t+pt<N?_t:ot-gt<gt-st+pt?N-pt:0,xt+=S,ct.attr(\"transform\",s(mt-1,xt-1)),ct}var wt=d.selectAll(\"g.hovertext\").data(t,(function(t){return C(t)}));return wt.enter().append(\"g\").classed(\"hovertext\",!0).each((function(){var t=n.select(this);t.append(\"rect\").call(p.fill,p.addOpacity(f,.8)),t.append(\"text\").classed(\"name\",!0),t.append(\"path\").style(\"stroke-width\",\"1px\"),t.append(\"text\").classed(\"nums\",!0).call(h.font,T,k)})),wt.exit().remove(),wt.each((function(t){var e=n.select(this).attr(\"transform\",\"\"),o=t.color;Array.isArray(o)&&(o=o[t.eventData[0].pointNumber]);var d=t.bgcolor||o,v=p.combine(p.opacity(d)?d:p.defaultLine,f),g=p.combine(p.opacity(o)?o:p.defaultLine,f),y=t.borderColor||p.contrast(v),m=I(t,j,a,i,D,e),x=m[0],b=m[1],w=e.select(\"text.nums\").call(h.font,t.fontFamily||T,t.fontSize||k,t.fontColor||y).text(x).attr(\"data-notex\",1).call(c.positionText,0,0).call(c.convertToTspans,r),A=e.select(\"text.name\"),E=0,L=0;if(b&&b!==x){A.call(h.font,t.fontFamily||T,t.fontSize||k,g).text(b).attr(\"data-notex\",1).call(c.positionText,0,0).call(c.convertToTspans,r);var C=H(r,A.node());E=C.width+2*S,L=C.height+2*S}else A.remove(),e.select(\"rect\").remove();e.select(\"path\").style({fill:v,stroke:y});var P=t.xa._offset+(t.x0+t.x1)/2,O=t.ya._offset+(t.y0+t.y1)/2,z=Math.abs(t.x1-t.x0),R=Math.abs(t.y1-t.y0),U=H(r,w.node()),V=U.width/i._invScaleX,q=U.height/i._invScaleY;t.ty0=(F-U.top)/i._invScaleY,t.bx=V+2*S,t.by=Math.max(q+2*S,L),t.anchor=\"start\",t.txwidth=V,t.tx2width=E,t.offset=0;var 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n,i,o=r.container,s=r.fullLayout,l=s._size,u=r.event,c=!!e.hLinePoint,f=!!e.vLinePoint;if(o.selectAll(\".spikeline\").remove(),f||c){var d=p.combine(s.plot_bgcolor,s.paper_bgcolor);if(c){var g,y,m=e.hLinePoint;n=m&&m.xa,\"cursor\"===(i=m&&m.ya).spikesnap?(g=u.pointerX,y=u.pointerY):(g=n._offset+m.x,y=i._offset+m.y);var x,b,_=a.readability(m.color,d)<1.5?p.contrast(d):m.color,w=i.spikemode,T=i.spikethickness,k=i.spikecolor||_,A=v.getPxPosition(t,i);if(-1!==w.indexOf(\"toaxis\")||-1!==w.indexOf(\"across\")){if(-1!==w.indexOf(\"toaxis\")&&(x=A,b=g),-1!==w.indexOf(\"across\")){var 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n=r(85555),i=r(44467).templatedArray;r(24695),t.exports=i(\"image\",{visible:{valType:\"boolean\",dflt:!0,editType:\"arraydraw\"},source:{valType:\"string\",editType:\"arraydraw\"},layer:{valType:\"enumerated\",values:[\"below\",\"above\"],dflt:\"above\",editType:\"arraydraw\"},sizex:{valType:\"number\",dflt:0,editType:\"arraydraw\"},sizey:{valType:\"number\",dflt:0,editType:\"arraydraw\"},sizing:{valType:\"enumerated\",values:[\"fill\",\"contain\",\"stretch\"],dflt:\"contain\",editType:\"arraydraw\"},opacity:{valType:\"number\",min:0,max:1,dflt:1,editType:\"arraydraw\"},x:{valType:\"any\",dflt:0,editType:\"arraydraw\"},y:{valType:\"any\",dflt:0,editType:\"arraydraw\"},xanchor:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],dflt:\"left\",editType:\"arraydraw\"},yanchor:{valType:\"enumerated\",values:[\"top\",\"middle\",\"bottom\"],dflt:\"top\",editType:\"arraydraw\"},xref:{valType:\"enumerated\",values:[\"paper\",n.idRegex.x.toString()],dflt:\"paper\",editType:\"arraydraw\"},yref:{valType:\"enumerated\",values:[\"paper\",n.idRegex.y.toString()],dflt:\"paper\",editType:\"arraydraw\"},editType:\"arraydraw\"})},75378:function(t,e,r){\"use 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b=Object.keys(l._plots);for(r=0;r<b.length;r++){e=b[r];var _=l._plots[e];if(_.imagelayer){var w=_.imagelayer.selectAll(\"image\").data(c[e]||[]);w.enter().append(\"image\"),w.exit().remove(),w.each((function(t){g.bind(this)(t),y.bind(this)(t)}))}}}},68804:function(t,e,r){\"use strict\";t.exports={moduleType:\"component\",name:\"images\",layoutAttributes:r(69819),supplyLayoutDefaults:r(81603),includeBasePlot:r(76325)(\"images\"),draw:r(80750),convertCoords:r(75378)}},33030:function(t,e,r){\"use strict\";var n=r(41940),i=r(22399);t.exports={_isSubplotObj:!0,visible:{valType:\"boolean\",dflt:!0,editType:\"legend\"},bgcolor:{valType:\"color\",editType:\"legend\"},bordercolor:{valType:\"color\",dflt:i.defaultLine,editType:\"legend\"},borderwidth:{valType:\"number\",min:0,dflt:0,editType:\"legend\"},font:n({editType:\"legend\"}),grouptitlefont:n({editType:\"legend\"}),orientation:{valType:\"enumerated\",values:[\"v\",\"h\"],dflt:\"v\",editType:\"legend\"},traceorder:{valType:\"flaglist\",flags:[\"reversed\",\"grouped\"],extras:[\"normal\"],editType:\"legend\"},tracegroupgap:{valType:\"number\",min:0,dflt:10,editType:\"legend\"},entrywidth:{valType:\"number\",min:0,editType:\"legend\"},entrywidthmode:{valType:\"enumerated\",values:[\"fraction\",\"pixels\"],dflt:\"pixels\",editType:\"legend\"},itemsizing:{valType:\"enumerated\",values:[\"trace\",\"constant\"],dflt:\"trace\",editType:\"legend\"},itemwidth:{valType:\"number\",min:30,dflt:30,editType:\"legend\"},itemclick:{valType:\"enumerated\",values:[\"toggle\",\"toggleothers\",!1],dflt:\"toggle\",editType:\"legend\"},itemdoubleclick:{valType:\"enumerated\",values:[\"toggle\",\"toggleothers\",!1],dflt:\"toggleothers\",editType:\"legend\"},groupclick:{valType:\"enumerated\",values:[\"toggleitem\",\"togglegroup\"],dflt:\"togglegroup\",editType:\"legend\"},x:{valType:\"number\",editType:\"legend\"},xref:{valType:\"enumerated\",dflt:\"paper\",values:[\"container\",\"paper\"],editType:\"layoutstyle\"},xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"left\",editType:\"legend\"},y:{valType:\"number\",editType:\"legend\"},yref:{valType:\"enumerated\",dflt:\"paper\",values:[\"container\",\"paper\"],editType:\"layoutstyle\"},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],editType:\"legend\"},uirevision:{valType:\"any\",editType:\"none\"},valign:{valType:\"enumerated\",values:[\"top\",\"middle\",\"bottom\"],dflt:\"middle\",editType:\"legend\"},title:{text:{valType:\"string\",dflt:\"\",editType:\"legend\"},font:n({editType:\"legend\"}),side:{valType:\"enumerated\",values:[\"top\",\"left\",\"top 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u(t,\"Pan\")},attr:\"dragmode\",val:\"pan\",icon:o.pan,click:f},c.select2d={name:\"select2d\",_cat:\"select\",title:function(t){return u(t,\"Box Select\")},attr:\"dragmode\",val:\"select\",icon:o.selectbox,click:f},c.lasso2d={name:\"lasso2d\",_cat:\"lasso\",title:function(t){return u(t,\"Lasso Select\")},attr:\"dragmode\",val:\"lasso\",icon:o.lasso,click:f},c.drawclosedpath={name:\"drawclosedpath\",title:function(t){return u(t,\"Draw closed freeform\")},attr:\"dragmode\",val:\"drawclosedpath\",icon:o.drawclosedpath,click:f},c.drawopenpath={name:\"drawopenpath\",title:function(t){return u(t,\"Draw open freeform\")},attr:\"dragmode\",val:\"drawopenpath\",icon:o.drawopenpath,click:f},c.drawline={name:\"drawline\",title:function(t){return u(t,\"Draw line\")},attr:\"dragmode\",val:\"drawline\",icon:o.drawline,click:f},c.drawrect={name:\"drawrect\",title:function(t){return u(t,\"Draw rectangle\")},attr:\"dragmode\",val:\"drawrect\",icon:o.drawrect,click:f},c.drawcircle={name:\"drawcircle\",title:function(t){return u(t,\"Draw circle\")},attr:\"dragmode\",val:\"drawcircle\",icon:o.drawcircle,click:f},c.eraseshape={name:\"eraseshape\",title:function(t){return u(t,\"Erase active shape\")},icon:o.eraseshape,click:s},c.zoomIn2d={name:\"zoomIn2d\",_cat:\"zoomin\",title:function(t){return u(t,\"Zoom in\")},attr:\"zoom\",val:\"in\",icon:o.zoom_plus,click:f},c.zoomOut2d={name:\"zoomOut2d\",_cat:\"zoomout\",title:function(t){return u(t,\"Zoom out\")},attr:\"zoom\",val:\"out\",icon:o.zoom_minus,click:f},c.autoScale2d={name:\"autoScale2d\",_cat:\"autoscale\",title:function(t){return u(t,\"Autoscale\")},attr:\"zoom\",val:\"auto\",icon:o.autoscale,click:f},c.resetScale2d={name:\"resetScale2d\",_cat:\"resetscale\",title:function(t){return u(t,\"Reset axes\")},attr:\"zoom\",val:\"reset\",icon:o.home,click:f},c.hoverClosestCartesian={name:\"hoverClosestCartesian\",_cat:\"hoverclosest\",title:function(t){return u(t,\"Show closest data on hover\")},attr:\"hovermode\",val:\"closest\",icon:o.tooltip_basic,gravity:\"ne\",click:f},c.hoverCompareCartesian={name:\"hoverCompareCartesian\",_cat:\"hoverCompare\",title:function(t){return u(t,\"Compare data on hover\")},attr:\"hovermode\",val:function(t){return t._fullLayout._isHoriz?\"y\":\"x\"},icon:o.tooltip_compare,gravity:\"ne\",click:f},c.zoom3d={name:\"zoom3d\",_cat:\"zoom\",title:function(t){return u(t,\"Zoom\")},attr:\"scene.dragmode\",val:\"zoom\",icon:o.zoombox,click:h},c.pan3d={name:\"pan3d\",_cat:\"pan\",title:function(t){return u(t,\"Pan\")},attr:\"scene.dragmode\",val:\"pan\",icon:o.pan,click:h},c.orbitRotation={name:\"orbitRotation\",title:function(t){return u(t,\"Orbital rotation\")},attr:\"scene.dragmode\",val:\"orbit\",icon:o[\"3d_rotate\"],click:h},c.tableRotation={name:\"tableRotation\",title:function(t){return u(t,\"Turntable rotation\")},attr:\"scene.dragmode\",val:\"turntable\",icon:o[\"z-axis\"],click:h},c.resetCameraDefault3d={name:\"resetCameraDefault3d\",_cat:\"resetCameraDefault\",title:function(t){return u(t,\"Reset camera to default\")},attr:\"resetDefault\",icon:o.home,click:p},c.resetCameraLastSave3d={name:\"resetCameraLastSave3d\",_cat:\"resetCameraLastSave\",title:function(t){return u(t,\"Reset camera to last save\")},attr:\"resetLastSave\",icon:o.movie,click:p},c.hoverClosest3d={name:\"hoverClosest3d\",_cat:\"hoverclosest\",title:function(t){return u(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:null,toggle:!0,icon:o.tooltip_basic,gravity:\"ne\",click:function(t,e){var r=d(t,e);n.call(\"_guiRelayout\",t,r)}},c.zoomInGeo={name:\"zoomInGeo\",_cat:\"zoomin\",title:function(t){return u(t,\"Zoom in\")},attr:\"zoom\",val:\"in\",icon:o.zoom_plus,click:v},c.zoomOutGeo={name:\"zoomOutGeo\",_cat:\"zoomout\",title:function(t){return u(t,\"Zoom out\")},attr:\"zoom\",val:\"out\",icon:o.zoom_minus,click:v},c.resetGeo={name:\"resetGeo\",_cat:\"reset\",title:function(t){return u(t,\"Reset\")},attr:\"reset\",val:null,icon:o.autoscale,click:v},c.hoverClosestGeo={name:\"hoverClosestGeo\",_cat:\"hoverclosest\",title:function(t){return u(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:null,toggle:!0,icon:o.tooltip_basic,gravity:\"ne\",click:y},c.hoverClosestGl2d={name:\"hoverClosestGl2d\",_cat:\"hoverclosest\",title:function(t){return u(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:null,toggle:!0,icon:o.tooltip_basic,gravity:\"ne\",click:y},c.hoverClosestPie={name:\"hoverClosestPie\",_cat:\"hoverclosest\",title:function(t){return u(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:\"closest\",icon:o.tooltip_basic,gravity:\"ne\",click:y},c.resetViewSankey={name:\"resetSankeyGroup\",title:function(t){return u(t,\"Reset view\")},icon:o.home,click:function(t){for(var e={\"node.groups\":[],\"node.x\":[],\"node.y\":[]},r=0;r<t._fullData.length;r++){var i=t._fullData[r]._viewInitial;e[\"node.groups\"].push(i.node.groups.slice()),e[\"node.x\"].push(i.node.x.slice()),e[\"node.y\"].push(i.node.y.slice())}n.call(\"restyle\",t,e)}},c.toggleHover={name:\"toggleHover\",title:function(t){return u(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:null,toggle:!0,icon:o.tooltip_basic,gravity:\"ne\",click:function(t,e){var r=d(t,e);r.hovermode=g(t),n.call(\"_guiRelayout\",t,r)}},c.resetViews={name:\"resetViews\",title:function(t){return u(t,\"Reset views\")},icon:o.home,click:function(t,e){var r=e.currentTarget;r.setAttribute(\"data-attr\",\"zoom\"),r.setAttribute(\"data-val\",\"reset\"),f(t,e),r.setAttribute(\"data-attr\",\"resetLastSave\"),p(t,e),x(t,\"geo\"),x(t,\"mapbox\")}},c.toggleSpikelines={name:\"toggleSpikelines\",title:function(t){return u(t,\"Toggle Spike Lines\")},icon:o.spikeline,attr:\"_cartesianSpikesEnabled\",val:\"on\",click:function(t){var e=t._fullLayout,r=e._cartesianSpikesEnabled;e._cartesianSpikesEnabled=\"on\"===r?\"off\":\"on\",n.call(\"_guiRelayout\",t,function(t){for(var e=\"on\"===t._fullLayout._cartesianSpikesEnabled,r=a.list(t,null,!0),n={},i=0;i<r.length;i++){var o=r[i];n[o._name+\".showspikes\"]=!!e||o._showSpikeInitial}return n}(t))}},c.resetViewMapbox={name:\"resetViewMapbox\",_cat:\"resetView\",title:function(t){return u(t,\"Reset view\")},attr:\"reset\",icon:o.home,click:function(t){x(t,\"mapbox\")}},c.zoomInMapbox={name:\"zoomInMapbox\",_cat:\"zoomin\",title:function(t){return u(t,\"Zoom in\")},attr:\"zoom\",val:\"in\",icon:o.zoom_plus,click:m},c.zoomOutMapbox={name:\"zoomOutMapbox\",_cat:\"zoomout\",title:function(t){return u(t,\"Zoom out\")},attr:\"zoom\",val:\"out\",icon:o.zoom_minus,click:m}},93348:function(t,e,r){\"use strict\";var n=r(26023),i=Object.keys(n),a=[\"drawline\",\"drawopenpath\",\"drawclosedpath\",\"drawcircle\",\"drawrect\",\"eraseshape\"],o=[\"v1hovermode\",\"hoverclosest\",\"hovercompare\",\"togglehover\",\"togglespikelines\"].concat(a),s=[];i.forEach((function(t){!function(t){if(-1===o.indexOf(t._cat||t.name)){var e=t.name,r=(t._cat||t.name).toLowerCase();-1===s.indexOf(e)&&s.push(e),-1===s.indexOf(r)&&s.push(r)}}(n[t])})),s.sort(),t.exports={DRAW_MODES:a,backButtons:o,foreButtons:s}},35750:function(t,e,r){\"use strict\";var n=r(71828),i=r(7901),a=r(44467),o=r(42068);t.exports=function(t,e){var r=t.modebar||{},s=a.newContainer(e,\"modebar\");function l(t,e){return n.coerce(r,s,o,t,e)}l(\"orientation\"),l(\"bgcolor\",i.addOpacity(e.paper_bgcolor,.5));var u=i.contrast(i.rgb(e.modebar.bgcolor));l(\"color\",i.addOpacity(u,.3)),l(\"activecolor\",i.addOpacity(u,.7)),l(\"uirevision\",e.uirevision),l(\"add\"),l(\"remove\")}},64168:function(t,e,r){\"use strict\";t.exports={moduleType:\"component\",name:\"modebar\",layoutAttributes:r(42068),supplyLayoutDefaults:r(35750),manage:r(14192)}},14192:function(t,e,r){\"use strict\";var n=r(41675),i=r(34098),a=r(73972),o=r(23469).isUnifiedHover,s=r(37676),l=r(26023),u=r(93348).DRAW_MODES,c=r(71828).extendDeep;t.exports=function(t){var e=t._fullLayout,r=t._context,f=e._modeBar;if(r.displayModeBar||r.watermark){if(!Array.isArray(r.modeBarButtonsToRemove))throw new Error([\"*modeBarButtonsToRemove* configuration options\",\"must be an array.\"].join(\" \"));if(!Array.isArray(r.modeBarButtonsToAdd))throw new Error([\"*modeBarButtonsToAdd* configuration options\",\"must be an array.\"].join(\" \"));var h,p=r.modeBarButtons;h=Array.isArray(p)&&p.length?function(t){for(var e=c([],t),r=0;r<e.length;r++)for(var n=e[r],i=0;i<n.length;i++){var a=n[i];if(\"string\"==typeof a){if(void 0===l[a])throw new Error([\"*modeBarButtons* configuration options\",\"invalid button name\"].join(\" \"));e[r][i]=l[a]}}return e}(p):!r.displayModeBar&&r.watermark?[]:function(t){var e=t._fullLayout,r=t._fullData,s=t._context;function c(t,e){if(\"string\"==typeof e){if(e.toLowerCase()===t.toLowerCase())return!0}else{var r=e.name,n=e._cat||e.name;if(r===t||n===t.toLowerCase())return!0}return!1}var f=e.modebar.add;\"string\"==typeof f&&(f=[f]);var h=e.modebar.remove;\"string\"==typeof h&&(h=[h]);var p=s.modeBarButtonsToAdd.concat(f.filter((function(t){for(var e=0;e<s.modeBarButtonsToRemove.length;e++)if(c(t,s.modeBarButtonsToRemove[e]))return!1;return!0}))),d=s.modeBarButtonsToRemove.concat(h.filter((function(t){for(var e=0;e<s.modeBarButtonsToAdd.length;e++)if(c(t,s.modeBarButtonsToAdd[e]))return!1;return!0}))),v=e._has(\"cartesian\"),g=e._has(\"gl3d\"),y=e._has(\"geo\"),m=e._has(\"pie\"),x=e._has(\"funnelarea\"),b=e._has(\"gl2d\"),_=e._has(\"ternary\"),w=e._has(\"mapbox\"),T=e._has(\"polar\"),k=e._has(\"smith\"),A=e._has(\"sankey\"),M=function(t){for(var e=n.list({_fullLayout:t},null,!0),r=0;r<e.length;r++)if(!e[r].fixedrange)return!1;return!0}(e),S=o(e.hovermode),E=[];function L(t){if(t.length){for(var e=[],r=0;r<t.length;r++){for(var n=t[r],i=l[n],a=i.name.toLowerCase(),o=(i._cat||i.name).toLowerCase(),s=!1,u=0;u<d.length;u++){var c=d[u].toLowerCase();if(c===a||c===o){s=!0;break}}s||e.push(l[n])}E.push(e)}}var C=[\"toImage\"];s.showEditInChartStudio?C.push(\"editInChartStudio\"):s.showSendToCloud&&C.push(\"sendDataToCloud\"),L(C);var P=[],O=[],I=[],D=[];(v||b||m||x||_)+y+g+w+T+k>1?(O=[\"toggleHover\"],I=[\"resetViews\"]):y?(P=[\"zoomInGeo\",\"zoomOutGeo\"],O=[\"hoverClosestGeo\"],I=[\"resetGeo\"]):g?(O=[\"hoverClosest3d\"],I=[\"resetCameraDefault3d\",\"resetCameraLastSave3d\"]):w?(P=[\"zoomInMapbox\",\"zoomOutMapbox\"],O=[\"toggleHover\"],I=[\"resetViewMapbox\"]):b?O=[\"hoverClosestGl2d\"]:m?O=[\"hoverClosestPie\"]:A?(O=[\"hoverClosestCartesian\",\"hoverCompareCartesian\"],I=[\"resetViewSankey\"]):O=[\"toggleHover\"],v&&(O=[\"toggleSpikelines\",\"hoverClosestCartesian\",\"hoverCompareCartesian\"]),(function(t){for(var e=0;e<t.length;e++)if(!a.traceIs(t[e],\"noHover\"))return!1;return!0}(r)||S)&&(O=[]),!v&&!b||M||(P=[\"zoomIn2d\",\"zoomOut2d\",\"autoScale2d\"],\"resetViews\"!==I[0]&&(I=[\"resetScale2d\"])),g?D=[\"zoom3d\",\"pan3d\",\"orbitRotation\",\"tableRotation\"]:(v||b)&&!M||_?D=[\"zoom2d\",\"pan2d\"]:w||y?D=[\"pan2d\"]:T&&(D=[\"zoom2d\"]),function(t){for(var e=!1,r=0;r<t.length&&!e;r++){var n=t[r];n._module&&n._module.selectPoints&&(a.traceIs(n,\"scatter-like\")?(i.hasMarkers(n)||i.hasText(n))&&(e=!0):a.traceIs(n,\"box-violin\")&&\"all\"!==n.boxpoints&&\"all\"!==n.points||(e=!0))}return e}(r)&&D.push(\"select2d\",\"lasso2d\");var z=[],R=function(t){-1===z.indexOf(t)&&-1!==O.indexOf(t)&&z.push(t)};if(Array.isArray(p)){for(var F=[],B=0;B<p.length;B++){var N=p[B];\"string\"==typeof N?(N=N.toLowerCase(),-1!==u.indexOf(N)?(e._has(\"mapbox\")||e._has(\"cartesian\"))&&D.push(N):\"togglespikelines\"===N?R(\"toggleSpikelines\"):\"togglehover\"===N?R(\"toggleHover\"):\"hovercompare\"===N?R(\"hoverCompareCartesian\"):\"hoverclosest\"===N?(R(\"hoverClosestCartesian\"),R(\"hoverClosestGeo\"),R(\"hoverClosest3d\"),R(\"hoverClosestGl2d\"),R(\"hoverClosestPie\")):\"v1hovermode\"===N&&(R(\"toggleHover\"),R(\"hoverClosestCartesian\"),R(\"hoverCompareCartesian\"),R(\"hoverClosestGeo\"),R(\"hoverClosest3d\"),R(\"hoverClosestGl2d\"),R(\"hoverClosestPie\"))):F.push(N)}p=F}return L(D),L(P.concat(I)),L(z),function(t,e){if(e.length)if(Array.isArray(e[0]))for(var r=0;r<e.length;r++)t.push(e[r]);else t.push(e);return t}(E,p)}(t),f?f.update(t,h):e._modeBar=s(t,h)}else f&&(f.destroy(),delete e._modeBar)}},37676:function(t,e,r){\"use strict\";var n=r(39898),i=r(92770),a=r(71828),o=r(24255),s=r(11506).version,l=new DOMParser;function u(t){this.container=t.container,this.element=document.createElement(\"div\"),this.update(t.graphInfo,t.buttons),this.container.appendChild(this.element)}var c=u.prototype;c.update=function(t,e){this.graphInfo=t;var r=this.graphInfo._context,n=this.graphInfo._fullLayout,i=\"modebar-\"+n._uid;this.element.setAttribute(\"id\",i),this._uid=i,this.element.className=\"modebar\",\"hover\"===r.displayModeBar&&(this.element.className+=\" modebar--hover ease-bg\"),\"v\"===n.modebar.orientation&&(this.element.className+=\" vertical\",e=e.reverse());var o=n.modebar,s=\"hover\"===r.displayModeBar?\".js-plotly-plot .plotly:hover \":\"\";a.deleteRelatedStyleRule(i),a.addRelatedStyleRule(i,s+\"#\"+i+\" .modebar-group\",\"background-color: \"+o.bgcolor),a.addRelatedStyleRule(i,\"#\"+i+\" .modebar-btn .icon path\",\"fill: \"+o.color),a.addRelatedStyleRule(i,\"#\"+i+\" .modebar-btn:hover .icon path\",\"fill: \"+o.activecolor),a.addRelatedStyleRule(i,\"#\"+i+\" .modebar-btn.active .icon path\",\"fill: \"+o.activecolor);var l=!this.hasButtons(e),u=this.hasLogo!==r.displaylogo,c=this.locale!==r.locale;if(this.locale=r.locale,(l||u||c)&&(this.removeAllButtons(),this.updateButtons(e),r.watermark||r.displaylogo)){var f=this.getLogo();r.watermark&&(f.className=f.className+\" watermark\"),\"v\"===n.modebar.orientation?this.element.insertBefore(f,this.element.childNodes[0]):this.element.appendChild(f),this.hasLogo=!0}this.updateActiveButton()},c.updateButtons=function(t){var e=this;this.buttons=t,this.buttonElements=[],this.buttonsNames=[],this.buttons.forEach((function(t){var r=e.createGroup();t.forEach((function(t){var n=t.name;if(!n)throw new Error(\"must provide button 'name' in button config\");if(-1!==e.buttonsNames.indexOf(n))throw new Error(\"button name '\"+n+\"' is taken\");e.buttonsNames.push(n);var i=e.createButton(t);e.buttonElements.push(i),r.appendChild(i)})),e.element.appendChild(r)}))},c.createGroup=function(){var t=document.createElement(\"div\");return t.className=\"modebar-group\",t},c.createButton=function(t){var e=this,r=document.createElement(\"a\");r.setAttribute(\"rel\",\"tooltip\"),r.className=\"modebar-btn\";var i=t.title;void 0===i?i=t.name:\"function\"==typeof i&&(i=i(this.graphInfo)),(i||0===i)&&r.setAttribute(\"data-title\",i),void 0!==t.attr&&r.setAttribute(\"data-attr\",t.attr);var a=t.val;if(void 0!==a&&(\"function\"==typeof a&&(a=a(this.graphInfo)),r.setAttribute(\"data-val\",a)),\"function\"!=typeof t.click)throw new Error(\"must provide button 'click' function in button config\");r.addEventListener(\"click\",(function(r){t.click(e.graphInfo,r),e.updateActiveButton(r.currentTarget)})),r.setAttribute(\"data-toggle\",t.toggle||!1),t.toggle&&n.select(r).classed(\"active\",!0);var s=t.icon;return\"function\"==typeof s?r.appendChild(s()):r.appendChild(this.createIcon(s||o.question)),r.setAttribute(\"data-gravity\",t.gravity||\"n\"),r},c.createIcon=function(t){var e,r=i(t.height)?Number(t.height):t.ascent-t.descent,n=\"http://www.w3.org/2000/svg\";if(t.path){(e=document.createElementNS(n,\"svg\")).setAttribute(\"viewBox\",[0,0,t.width,r].join(\" \")),e.setAttribute(\"class\",\"icon\");var a=document.createElementNS(n,\"path\");a.setAttribute(\"d\",t.path),t.transform?a.setAttribute(\"transform\",t.transform):void 0!==t.ascent&&a.setAttribute(\"transform\",\"matrix(1 0 0 -1 0 \"+t.ascent+\")\"),e.appendChild(a)}return t.svg&&(e=l.parseFromString(t.svg,\"application/xml\").childNodes[0]),e.setAttribute(\"height\",\"1em\"),e.setAttribute(\"width\",\"1em\"),e},c.updateActiveButton=function(t){var e=this.graphInfo._fullLayout,r=void 0!==t?t.getAttribute(\"data-attr\"):null;this.buttonElements.forEach((function(t){var i=t.getAttribute(\"data-val\")||!0,o=t.getAttribute(\"data-attr\"),s=\"true\"===t.getAttribute(\"data-toggle\"),l=n.select(t);if(s)o===r&&l.classed(\"active\",!l.classed(\"active\"));else{var u=null===o?o:a.nestedProperty(e,o).get();l.classed(\"active\",u===i)}}))},c.hasButtons=function(t){var e=this.buttons;if(!e)return!1;if(t.length!==e.length)return!1;for(var r=0;r<t.length;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n<t[r].length;n++)if(t[r][n].name!==e[r][n].name)return!1}return!0},c.getLogo=function(){var t=this.createGroup(),e=document.createElement(\"a\");return e.href=\"https://plotly.com/\",e.target=\"_blank\",e.setAttribute(\"data-title\",a._(this.graphInfo,\"Produced 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n=r(41940),i=r(22399),a=(0,r(44467).templatedArray)(\"button\",{visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},step:{valType:\"enumerated\",values:[\"month\",\"year\",\"day\",\"hour\",\"minute\",\"second\",\"all\"],dflt:\"month\",editType:\"plot\"},stepmode:{valType:\"enumerated\",values:[\"backward\",\"todate\"],dflt:\"backward\",editType:\"plot\"},count:{valType:\"number\",min:0,dflt:1,editType:\"plot\"},label:{valType:\"string\",editType:\"plot\"},editType:\"plot\"});t.exports={visible:{valType:\"boolean\",editType:\"plot\"},buttons:a,x:{valType:\"number\",min:-2,max:3,editType:\"plot\"},xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"left\",editType:\"plot\"},y:{valType:\"number\",min:-2,max:3,editType:\"plot\"},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],dflt:\"bottom\",editType:\"plot\"},font:n({editType:\"plot\"}),bgcolor:{valType:\"color\",dflt:i.lightLine,editType:\"plot\"},activecolor:{valType:\"color\",editType:\"plot\"},bordercolor:{valType:\"color\",dflt:i.defaultLine,editType:\"plot\"},borderwidth:{valType:\"number\",min:0,dflt:0,editType:\"plot\"},editType:\"plot\"}},89573:function(t){\"use 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n=r(32485),i=r(3937);t.exports={moduleType:\"component\",name:\"selections\",layoutAttributes:r(8389),supplyLayoutDefaults:r(59402),supplyDrawNewSelectionDefaults:r(90849),includeBasePlot:r(76325)(\"selections\"),draw:n.draw,drawOne:n.drawOne,reselect:i.reselect,prepSelect:i.prepSelect,clearOutline:i.clearOutline,clearSelectionsCache:i.clearSelectionsCache,selectOnClick:i.selectOnClick}},3937:function(t,e,r){\"use strict\";var n=r(52142),i=r(38258),a=r(73972),o=r(91424).dashStyle,s=r(7901),l=r(30211),u=r(23469).makeEventData,c=r(64505),f=c.freeMode,h=c.rectMode,p=c.drawMode,d=c.openMode,v=c.selectMode,g=r(30477),y=r(21459),m=r(42359),x=r(51873).clearOutline,b=r(60165),_=b.handleEllipse,w=b.readPaths,T=r(90551).newShapes,k=r(35855),A=r(32485).activateLastSelection,M=r(71828),S=M.sorterAsc,E=r(61082),L=r(79990),C=r(41675).getFromId,P=r(33306),O=r(61549).redrawReglTraces,I=r(34122),D=I.MINSELECT,z=E.filter,R=E.tester,F=r(75549),B=F.p2r,N=F.axValue,j=F.getTransform;function U(t){return 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s=A.selections[o];s.xref!==t||s.yref!==e?n.push(r[o]):i=!0}i&&(k._fullLayout._noEmitSelectedAtStart=!0,a.call(\"_guiRelayout\",k,{selections:n}))}});var Lt=function(t){return t.plotinfo.fillRangeItems||ct(t.xaxes.concat(t.yaxes))}(n);n.moveFn=function(t,e){n._clearSubplotSelections&&(n._clearSubplotSelections(),n._clearSubplotSelections=void 0),lt=Math.max(0,Math.min(yt,ot*t+F)),pt=Math.max(0,Math.min(mt,st*e+B));var r=Math.abs(lt-F),i=Math.abs(pt-B);if(g){var a,o,s;if(b){var l=A.selectdirection;switch(a=\"any\"===l?i<Math.min(.6*r,D)?\"h\":r<Math.min(.6*i,D)?\"v\":\"d\":l){case\"h\":o=w?mt/2:0,s=mt;break;case\"v\":o=w?yt/2:0,s=yt}}if(x)switch(A.newshape.drawdirection){case\"vertical\":a=\"h\",o=w?mt/2:0,s=mt;break;case\"horizontal\":a=\"v\",o=w?yt/2:0,s=yt;break;case\"ortho\":r<i?(a=\"h\",o=B,s=pt):(a=\"v\",o=F,s=lt);break;default:a=\"d\"}\"h\"===a?((J=T?_(w,[lt,o],[lt,s]):[[F,o],[F,s],[lt,s],[lt,o]]).xmin=T?lt:Math.min(F,lt),J.xmax=T?lt:Math.max(F,lt),J.ymin=Math.min(o,s),J.ymax=Math.max(o,s),kt.attr(\"d\",\"M\"+J.xmin+\",\"+(B-D)+\"h-4v\"+2*D+\"h4ZM\"+(J.xmax-1)+\",\"+(B-D)+\"h4v\"+2*D+\"h-4Z\")):\"v\"===a?((J=T?_(w,[o,pt],[s,pt]):[[o,B],[o,pt],[s,pt],[s,B]]).xmin=Math.min(o,s),J.xmax=Math.max(o,s),J.ymin=T?pt:Math.min(B,pt),J.ymax=T?pt:Math.max(B,pt),kt.attr(\"d\",\"M\"+(F-D)+\",\"+J.ymin+\"v-4h\"+2*D+\"v4ZM\"+(F-D)+\",\"+(J.ymax-1)+\"v4h\"+2*D+\"v-4Z\")):\"d\"===a&&((J=T?_(w,[F,B],[lt,pt]):[[F,B],[F,pt],[lt,pt],[lt,B]]).xmin=Math.min(F,lt),J.xmax=Math.max(F,lt),J.ymin=Math.min(B,pt),J.ymax=Math.max(B,pt),kt.attr(\"d\",\"M0,0Z\"))}else 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s=[],u=k._fullLayout.selections,c=0;c<u.length;c++){var f=u[c];f&&(f.xref===i._id&&f.yref===o._id||s.push(f))}s.length<u.length&&(k._fullLayout._noEmitSelectedAtStart=!0,a.call(\"_guiRelayout\",k,{selections:s}))}}}else r.indexOf(\"select\")>-1&&V(e,k,n.xaxes,n.yaxes,n.subplot,n,bt),\"event\"===r&&ft(k,void 0);l.click(k,e,P.id)})).catch(M.error)}},n.doneFn=function(){kt.remove(),L.done(Mt).then((function(){L.clear(Mt),!S&&J&&n.selectionDefs&&(J.subtract=xt,n.selectionDefs.push(J),n.mergedPolygons.length=0,[].push.apply(n.mergedPolygons,W)),(S||x)&&Y(n,S),n.doneFnCompleted&&n.doneFnCompleted(St),b&&ft(k,at)})).catch(M.error)}},clearOutline:x,clearSelectionsCache:Y,selectOnClick:V}},89827:function(t,e,r){\"use strict\";var n=r(50215),i=r(41940),a=r(82196).line,o=r(79952).P,s=r(1426).extendFlat,l=r(44467).templatedArray,u=(r(24695),r(9012)),c=r(5386).R,f=r(37281);t.exports=l(\"shape\",{visible:s({},u.visible,{editType:\"calc+arraydraw\"}),showlegend:{valType:\"boolean\",dflt:!1,editType:\"calc+arraydraw\"},legend:s({},u.legend,{editType:\"calc+arraydraw\"}),legendgroup:s({},u.legendgroup,{editType:\"calc+arraydraw\"}),legendgrouptitle:{text:s({},u.legendgrouptitle.text,{editType:\"calc+arraydraw\"}),font:i({editType:\"calc+arraydraw\"}),editType:\"calc+arraydraw\"},legendrank:s({},u.legendrank,{editType:\"calc+arraydraw\"}),legendwidth:s({},u.legendwidth,{editType:\"calc+arraydraw\"}),type:{valType:\"enumerated\",values:[\"circle\",\"rect\",\"path\",\"line\"],editType:\"calc+arraydraw\"},layer:{valType:\"enumerated\",values:[\"below\",\"above\"],dflt:\"above\",editType:\"arraydraw\"},xref:s({},n.xref,{}),xsizemode:{valType:\"enumerated\",values:[\"scaled\",\"pixel\"],dflt:\"scaled\",editType:\"calc+arraydraw\"},xanchor:{valType:\"any\",editType:\"calc+arraydraw\"},x0:{valType:\"any\",editType:\"calc+arraydraw\"},x1:{valType:\"any\",editType:\"calc+arraydraw\"},yref:s({},n.yref,{}),ysizemode:{valType:\"enumerated\",values:[\"scaled\",\"pixel\"],dflt:\"scaled\",editType:\"calc+arraydraw\"},yanchor:{valType:\"any\",editType:\"calc+arraydraw\"},y0:{valType:\"any\",editType:\"calc+arraydraw\"},y1:{valType:\"any\",editType:\"calc+arraydraw\"},path:{valType:\"string\",editType:\"calc+arraydraw\"},opacity:{valType:\"number\",min:0,max:1,dflt:1,editType:\"arraydraw\"},line:{color:s({},a.color,{editType:\"arraydraw\"}),width:s({},a.width,{editType:\"calc+arraydraw\"}),dash:s({},o,{editType:\"arraydraw\"}),editType:\"calc+arraydraw\"},fillcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"arraydraw\"},fillrule:{valType:\"enumerated\",values:[\"evenodd\",\"nonzero\"],dflt:\"evenodd\",editType:\"arraydraw\"},editable:{valType:\"boolean\",dflt:!1,editType:\"calc+arraydraw\"},label:{text:{valType:\"string\",dflt:\"\",editType:\"arraydraw\"},texttemplate:c({},{keys:Object.keys(f)}),font:i({editType:\"calc+arraydraw\",colorEditType:\"arraydraw\"}),textposition:{valType:\"enumerated\",values:[\"top 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n=r(7901),i=r(71828);t.exports=function(t,e,r){if(r(\"newshape.visible\"),r(\"newshape.name\"),r(\"newshape.showlegend\"),r(\"newshape.legend\"),r(\"newshape.legendwidth\"),r(\"newshape.legendgroup\"),r(\"newshape.legendgrouptitle.text\"),i.coerceFont(r,\"newshape.legendgrouptitle.font\"),r(\"newshape.legendrank\"),r(\"newshape.drawdirection\"),r(\"newshape.layer\"),r(\"newshape.fillcolor\"),r(\"newshape.fillrule\"),r(\"newshape.opacity\"),r(\"newshape.line.width\")){var a=(t||{}).plot_bgcolor||\"#FFF\";r(\"newshape.line.color\",n.contrast(a)),r(\"newshape.line.dash\")}var o=\"drawline\"===t.dragmode,s=r(\"newshape.label.text\"),l=r(\"newshape.label.texttemplate\");if(s||l){r(\"newshape.label.textangle\");var u=r(\"newshape.label.textposition\",o?\"middle\":\"middle center\");r(\"newshape.label.xanchor\"),r(\"newshape.label.yanchor\",function(t,e){return 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p=2*h*Math.PI/a;f.push([s+u*Math.cos(p),l+c*Math.sin(p)])}return f},e.ellipseOver=function(t){var e=t.x0,r=t.y0,n=t.x1,i=t.y1,a=n-e,s=i-r,l=((e-=a)+n)/2,u=((r-=s)+i)/2;return{x0:l-(a*=o),y0:u-(s*=o),x1:l+a,y1:u+s}},e.fixDatesForPaths=function(t,e,r){var n=\"date\"===e.type,i=\"date\"===r.type;if(!n&&!i)return t;for(var a=0;a<t.length;a++)for(var o=0;o<t[a].length;o++)for(var s=0;s+2<t[a][o].length;s+=2)n&&(t[a][o][s+1]=t[a][o][s+1].replace(\" \",\"_\")),i&&(t[a][o][s+2]=t[a][o][s+2].replace(\" \",\"_\"));return t}},90551:function(t,e,r){\"use strict\";var n=r(64505),i=n.drawMode,a=n.openMode,o=r(89995),s=o.i000,l=o.i090,u=o.i180,c=o.i270,f=o.cos45,h=o.sin45,p=r(75549),d=p.p2r,v=p.r2p,g=r(51873).clearOutline,y=r(60165),m=y.readPaths,x=y.writePaths,b=y.ellipseOver,_=y.fixDatesForPaths;function w(t,e,r){var n,i=t[0][0],o=e.gd,p=i.getAttribute(\"d\"),g=o._fullLayout.newshape,y=e.plotinfo,w=e.isActiveShape,T=y.xaxis,k=y.yaxis,A=!!y.domain||!y.xaxis,M=!!y.domain||!y.yaxis,S=a(r),E=m(p,o,y,w),L={editable:!0,visible:g.visible,name:g.name,showlegend:g.showlegend,legend:g.legend,legendwidth:g.legendwidth,legendgroup:g.legendgroup,legendgrouptitle:{text:g.legendgrouptitle.text,font:g.legendgrouptitle.font},legendrank:g.legendrank,label:g.label,xref:A?\"paper\":T._id,yref:M?\"paper\":k._id,layer:g.layer,opacity:g.opacity,line:{color:g.line.color,width:g.line.width,dash:g.line.dash}};if(S||(L.fillcolor=g.fillcolor,L.fillrule=g.fillrule),1===E.length&&(n=E[0]),n&&5===n.length&&\"drawrect\"===r)L.type=\"rect\",L.x0=n[0][1],L.y0=n[0][2],L.x1=n[2][1],L.y1=n[2][2];else if(n&&\"drawline\"===r)L.type=\"line\",L.x0=n[0][1],L.y0=n[0][2],L.x1=n[1][1],L.y1=n[1][2];else if(n&&\"drawcircle\"===r){L.type=\"circle\";var C=n[s][1],P=n[l][1],O=n[u][1],I=n[c][1],D=n[s][2],z=n[l][2],R=n[u][2],F=n[c][2],B=y.xaxis&&(\"date\"===y.xaxis.type||\"log\"===y.xaxis.type),N=y.yaxis&&(\"date\"===y.yaxis.type||\"log\"===y.yaxis.type);B&&(C=v(y.xaxis,C),P=v(y.xaxis,P),O=v(y.xaxis,O),I=v(y.xaxis,I)),N&&(D=v(y.yaxis,D),z=v(y.yaxis,z),R=v(y.yaxis,R),F=v(y.yaxis,F));var j=(P+I)/2,U=(D+R)/2,V=b({x0:j,y0:U,x1:j+(I-P+O-C)/2*f,y1:U+(F-z+R-D)/2*h});B&&(V.x0=d(y.xaxis,V.x0),V.x1=d(y.xaxis,V.x1)),N&&(V.y0=d(y.yaxis,V.y0),V.y1=d(y.yaxis,V.y1)),L.x0=V.x0,L.y0=V.y0,L.x1=V.x1,L.y1=V.y1}else L.type=\"path\",T&&k&&_(E,T,k),L.path=x(E),n=null;return L}t.exports={newShapes:function(t,e){if(t.length&&t[0][0]){var r=e.gd,n=e.isActiveShape,a=e.dragmode,o=(r.layout||{}).shapes||[];if(!i(a)&&void 0!==n){var s=r._fullLayout._activeShapeIndex;if(s<o.length)switch(r._fullLayout.shapes[s].type){case\"rect\":a=\"drawrect\";break;case\"circle\":a=\"drawcircle\";break;case\"line\":a=\"drawline\";break;case\"path\":var l=o[s].path||\"\";a=\"Z\"===l[l.length-1]?\"drawclosedpath\":\"drawopenpath\"}}var u=w(t,e,a);g(r);for(var c=e.editHelpers,f=(c||{}).modifyItem,h=[],p=0;p<o.length;p++){var d=r._fullLayout.shapes[p];if(h[p]=d._input,void 0!==n&&p===r._fullLayout._activeShapeIndex){var v=u;switch(d.type){case\"line\":case\"rect\":case\"circle\":f(\"x0\",v.x0),f(\"x1\",v.x1),f(\"y0\",v.y0),f(\"y1\",v.y1);break;case\"path\":f(\"path\",v.path)}}}return void 0===n?(h.push(u),h):c?c.getUpdateObj():{}}},createShapeObj:w}},51873:function(t){\"use strict\";t.exports={clearOutlineControllers:function(t){var e=t._fullLayout._zoomlayer;e&&e.selectAll(\".outline-controllers\").remove()},clearOutline:function(t){var e=t._fullLayout._zoomlayer;e&&e.selectAll(\".select-outline\").remove(),t._fullLayout._outlining=!1}}},30477:function(t,e,r){\"use strict\";var n=r(21459),i=r(71828),a=r(89298);e.rangeToShapePosition=function(t){return\"log\"===t.type?t.r2d:function(t){return 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n=r._dims;o.setTranslate(e,n.lx+r.pad.l,n.ly+r.pad.t),e.call(S,r,!1),e.call(x,r)}(t,n.select(this),e)}))}}},23243:function(t,e,r){\"use strict\";var n=r(98292);t.exports={moduleType:\"component\",name:n.name,layoutAttributes:r(75067),supplyLayoutDefaults:r(12343),draw:r(44504)}},92998:function(t,e,r){\"use strict\";var n=r(39898),i=r(92770),a=r(74875),o=r(73972),s=r(71828),l=s.strTranslate,u=r(91424),c=r(7901),f=r(63893),h=r(37822),p=r(18783).OPPOSITE_SIDE,d=/ [XY][0-9]* /;t.exports={draw:function(t,e,r){var v,g=r.propContainer,y=r.propName,m=r.placeholder,x=r.traceIndex,b=r.avoid||{},_=r.attributes,w=r.transform,T=r.containerGroup,k=t._fullLayout,A=1,M=!1,S=g.title,E=(S&&S.text?S.text:\"\").trim(),L=S&&S.font?S.font:{},C=L.family,P=L.size,O=L.color;\"title.text\"===y?v=\"titleText\":-1!==y.indexOf(\"axis\")?v=\"axisTitleText\":y.indexOf(!0)&&(v=\"colorbarTitleText\");var I=t._context.edits[v];\"\"===E?A=0:E.replace(d,\" % \")===m.replace(d,\" % 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y(t,e,r,a,o){r||(r=e).attr(\"pointer-events\",\"all\");var l=function(t){return-1==+t.attr(f.menuIndexAttrName)}(r)&&\"buttons\"!==o.type?[]:o.buttons,u=\"dropdown\"===o.type?f.dropdownButtonClassName:f.buttonClassName,c=r.selectAll(\"g.\"+u).data(s.filterVisible(l)),h=c.enter().append(\"g\").classed(u,!0),p=c.exit();\"dropdown\"===o.type?(h.attr(\"opacity\",\"0\").transition().attr(\"opacity\",\"1\"),p.transition().attr(\"opacity\",\"0\").remove()):p.remove();var d=0,g=0,y=o._dims,x=-1!==[\"up\",\"down\"].indexOf(o.direction);\"dropdown\"===o.type&&(x?g=y.headerHeight+f.gapButtonHeader:d=y.headerWidth+f.gapButtonHeader),\"dropdown\"===o.type&&\"up\"===o.direction&&(g=-f.gapButtonHeader+f.gapButton-y.openHeight),\"dropdown\"===o.type&&\"left\"===o.direction&&(d=-f.gapButtonHeader+f.gapButton-y.openWidth);var b={x:y.lx+d+o.pad.l,y:y.ly+g+o.pad.t,yPad:f.gapButton,xPad:f.gapButton,index:0},k={l:b.x+o.borderwidth,t:b.y+o.borderwidth};c.each((function(s,l){var 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e=!!t.hbar,r=!!t.vbar;e&&t.hbar.transition().attr(\"opacity\",\"0\").each(\"end\",(function(){e=!1,r||t.disable()})),r&&t.vbar.transition().attr(\"opacity\",\"0\").each(\"end\",(function(){r=!1,e||t.disable()}))}(a))}function m(t,e,r,n){t.call(x,e).call(b,e,r,n)}function x(t,e){s.ensureSingle(t,\"rect\",f.itemRectClassName,(function(t){t.attr({rx:f.rx,ry:f.ry,\"shape-rendering\":\"crispEdges\"})})).call(a.stroke,e.bordercolor).call(a.fill,e.bgcolor).style(\"stroke-width\",e.borderwidth+\"px\")}function b(t,e,r,n){var i=s.ensureSingle(t,\"text\",f.itemTextClassName,(function(t){t.attr({\"text-anchor\":\"start\",\"data-notex\":1})})),a=r.label,u=n._fullLayout._meta;u&&(a=s.templateString(a,u)),i.call(o.font,e.font).text(a).call(l.convertToTspans,n)}function _(t,e){var r=e.active;t.each((function(t,i){var o=n.select(this);i===r&&e.showactive&&o.select(\"rect.\"+f.itemRectClassName).call(a.fill,f.activeColor)}))}function w(t){t.select(\"rect.\"+f.itemRectClassName).call(a.fill,f.hoverColor)}function T(t,e){t.select(\"rect.\"+f.itemRectClassName).call(a.fill,e.bgcolor)}function k(t,e){var r=e._dims={width1:0,height1:0,heights:[],widths:[],totalWidth:0,totalHeight:0,openWidth:0,openHeight:0,lx:0,ly:0},a=o.tester.selectAll(\"g.\"+f.dropdownButtonClassName).data(s.filterVisible(e.buttons));a.enter().append(\"g\").classed(f.dropdownButtonClassName,!0);var u=-1!==[\"up\",\"down\"].indexOf(e.direction);a.each((function(i,a){var s=n.select(this);s.call(m,e,i,t);var 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i=\"title.automargin\",s=t._fullLayout.title,l=s.y>.5?\"t\":\"b\",u={x:s.x,y:s.y,t:0,b:0},c={};\"paper\"===s.yref&&function(t,e,r,n,i){var a=\"paper\"===e.yref?t._fullLayout._size.h:t._fullLayout.height,s=o.isTopAnchor(e)?n:n-i,l=\"b\"===r?a-s:s;return!(o.isTopAnchor(e)&&\"t\"===r||o.isBottomAnchor(e)&&\"b\"===r)&&l<i}(t,s,l,e,n)?u[l]=r:\"container\"===s.yref&&(c[l]=r,t._fullLayout._reservedMargin[i]=c),a.allowAutoMargin(t,i),a.autoMargin(t,i,u)}(t,h,y,g),v.attr({x:p,y:h,\"text-anchor\":l,dy:(e=r.yanchor,\"top\"===e?d.CAP_SHIFT+.3+\"em\":\"bottom\"===e?\"-0.3em\":d.MID_SHIFT+\"em\")}).call(s.positionText,p,h))}},e.doTraceStyle=function(t){var r,n=t.calcdata,o=[];for(r=0;r<n.length;r++){var s=n[r],u=s[0]||{},c=u.trace||{},f=c._module||{},h=f.arraysToCalcdata;h&&h(s,c);var p=f.editStyle;p&&o.push({fn:p,cd0:u})}if(o.length){for(r=0;r<o.length;r++){var d=o[r];d.fn(t,d.cd0)}l(t),e.redrawReglTraces(t)}return 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w=e._offset-r.top;w>0&&(n.yt=1,n.t=w)}n[y]=\"free\"===e.anchor?e.position:e._anchorAxis.domain[v[0]],e.title.text!==d._dfltTitle[g]&&(n[l]+=At(e)+(e.title.standoff||0)),e.mirror&&\"free\"!==e.anchor&&((i={x:0,y:0,r:0,l:0,t:0,b:0})[u]=e.linewidth,e.mirror&&!0!==e.mirror&&(i[u]+=f),!0===e.mirror||\"ticks\"===e.mirror?i[y]=e._anchorAxis.domain[v[1]]:\"all\"!==e.mirror&&\"allticks\"!==e.mirror||(i[y]=[e._counterDomainMin,e._counterDomainMax][v[1]]))}lt&&(s=o.getComponentMethod(\"rangeslider\",\"autoMarginOpts\")(t,e)),\"string\"==typeof e.automargin&&(_t(n,e.automargin),_t(i,e.automargin)),a.autoMargin(t,Et(e),n),a.autoMargin(t,Lt(e),i),a.autoMargin(t,Ct(e),s)})),s.syncOrAsync(ot)}}function ut(t){var r=v+(t||\"tick\");return M[r]||(M[r]=function(t,e){var r,n,i,a;return t._selections[e].size()?(r=1/0,n=-1/0,i=1/0,a=-1/0,t._selections[e].each((function(){var 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b,_=n.letter,w=n.font||{},T=n.splomStash||{},k=r(\"visible\",!n.visibleDflt),A=e._template||{},M=e.type||A.type||\"-\";\"date\"===M&&(i.getComponentMethod(\"calendars\",\"handleDefaults\")(t,e,\"calendar\",n.calendar),n.noTicklabelmode||(b=r(\"ticklabelmode\")));var S=\"\";n.noTicklabelposition&&\"multicategory\"!==M||(S=a.coerce(t,e,{ticklabelposition:{valType:\"enumerated\",dflt:\"outside\",values:\"period\"===b?[\"outside\",\"inside\"]:\"x\"===_?[\"outside\",\"inside\",\"outside left\",\"inside left\",\"outside right\",\"inside right\"]:[\"outside\",\"inside\",\"outside top\",\"inside top\",\"outside bottom\",\"inside bottom\"]}},\"ticklabelposition\")),n.noTicklabeloverflow||r(\"ticklabeloverflow\",-1!==S.indexOf(\"inside\")?\"hide past domain\":\"category\"===M||\"multicategory\"===M?\"allow\":\"hide past div\"),g(e,m),v(t,e,r,n),p(t,e,r,n),\"category\"===M||n.noHover||r(\"hoverformat\");var E=r(\"color\"),L=E!==l.color.dflt?E:w.color,C=T.label||m._dfltTitle[_];if(h(t,e,r,M,n),!k)return e;r(\"title.text\",C),a.coerceFont(r,\"title.font\",{family:w.family,size:a.bigFont(w.size),color:L}),u(t,e,r,M);var P=n.hasMinor;if(P&&(o.newContainer(e,\"minor\"),u(t,e,r,M,{isMinor:!0})),f(t,e,r,M,n),c(t,e,r,n),P){var O=n.isMinor;n.isMinor=!0,c(t,e,r,n),n.isMinor=O}d(t,e,r,{dfltColor:E,bgColor:n.bgColor,showGrid:n.showGrid,hasMinor:P,attributes:l}),!P||e.minor.ticks||e.minor.showgrid||delete e.minor,(e.showline||e.ticks)&&r(\"mirror\");var I,D=\"multicategory\"===M;if(n.noTickson||\"category\"!==M&&!D||!e.ticks&&!e.showgrid||(D&&(I=\"boundaries\"),\"boundaries\"===r(\"tickson\",I)&&delete e.ticklabelposition),D&&r(\"showdividers\")&&(r(\"dividercolor\"),r(\"dividerwidth\")),\"date\"===M)if(s(t,e,{name:\"rangebreaks\",inclusionAttr:\"enabled\",handleItemDefaults:x}),e.rangebreaks.length){for(var z=0;z<e.rangebreaks.length;z++)if(e.rangebreaks[z].pattern===y){e._hasDayOfWeekBreaks=!0;break}if(g(e,m),m._has(\"scattergl\")||m._has(\"splom\"))for(var R=0;R<n.data.length;R++){var F=n.data[R];\"scattergl\"!==F.type&&\"splom\"!==F.type||(F.visible=!1,a.warn(F.type+\" traces do not work on axes with rangebreaks. Setting trace \"+F.index+\" to `visible: false`.\"))}}else delete e.rangebreaks;return e};var b={sun:1,mon:2,tue:3,wed:4,thu:5,fri:6,sat:7};function _(t){if(\"string\"==typeof t)return b[t.substr(0,3).toLowerCase()]}},12663:function(t,e,r){\"use strict\";var n=r(31562),i=n.FORMAT_LINK,a=n.DATE_FORMAT_LINK;function o(t,e){return[\"Sets the \"+t+\" formatting rule\"+(e?\"for `\"+e+\"` \":\"\"),\"using d3 formatting mini-languages\",\"which are very similar to those in Python. For numbers, see: \"+i+\".\"].join(\" \")}function s(t,e){return o(t,e)+[\" And for dates see: \"+a+\".\",\"We add two items to d3's date formatter:\",\"*%h* for half of the year as a decimal number as well as\",\"*%{n}f* for fractional seconds\",\"with n digits. 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a=Pt.dragmode,s=t._fullLayout.dragmode;s!==a&&(Pt.dragmode=s),mt(),pt=t._fullLayout._invScaleX,dt=t._fullLayout._invScaleY,ot||(gt?e.shiftKey?\"pan\"===s?s=\"zoom\":m(s)||(s=\"pan\"):e.ctrlKey&&(s=\"pan\"):s=\"pan\"),x(s)?Pt.minDrag=1:Pt.minDrag=void 0,m(s)?(Pt.xaxes=J,Pt.yaxes=K,A(e,r,n,Pt,s)):(Pt.clickFn=It,m(a)&&Ot(),ot||(\"zoom\"===s?(Pt.moveFn=Dt,Pt.doneFn=Rt,Pt.minDrag=1,function(e,r,n){var a=bt.getBoundingClientRect();_t=r-a.left,wt=n-a.top,t._fullLayout._calcInverseTransform(t);var s=i.apply3DTransform(t._fullLayout._invTransform)(_t,wt);_t=s[0],wt=s[1],Tt={l:_t,r:_t,w:0,t:wt,b:wt,h:0},kt=t._hmpixcount?t._hmlumcount/t._hmpixcount:o(t._fullLayout.plot_bgcolor).getLuminance(),Mt=!1,St=\"xy\",Ct=!1,Et=N(vt,kt,$,Q,At=\"M0,0H\"+tt+\"V\"+et+\"H0V0\"),Lt=j(vt,$,Q)}(0,r,n)):\"pan\"===s&&(Pt.moveFn=Ut,Pt.doneFn=Gt))),t._fullLayout._redrag=function(){var e=t._dragdata;if(e&&e.element===bt){var r=t._fullLayout.dragmode;m(r)||(mt(),Zt([0,0,tt,et]),Pt.moveFn(e.dx,e.dy))}}},g.init(Pt);var 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a=r[i],o=a._id,s=nt.xLinks[o]||nt.yLinks[o],l=n[0]||V[s]||X[s];l&&(e?(e[a._name+\".range[0]\"]=e[l._name+\".range[0]\"],e[a._name+\".range[1]\"]=e[l._name+\".range[1]\"]):a.range=l.range.slice())}}function Ht(){var r,n=[];function i(t){for(r=0;r<t.length;r++)t[r].fixedrange||n.push(t[r]._id)}function a(t,e){for(r=0;r<t.length;r++){var i=t[r],a=i[e];i.fixedrange||\"sync\"!==a.tickmode||n.push(a._id)}}for(st&&(i(J),i(rt.xaxes),i(nt.xaxes),a(e.overlays,\"xaxis\")),lt&&(i(K),i(rt.yaxes),i(nt.yaxes),a(e.overlays,\"yaxis\")),ht={},r=0;r<n.length;r++){var o=n[r],s=k(t,o);d.drawOne(t,s,{skipTitle:!0}),ht[s._name+\".range[0]\"]=s.range[0],ht[s._name+\".range[1]\"]=s.range[1]}d.redrawComponents(t,n)}function qt(){if(!t._transitioningWithDuration){var e=t._context.doubleClick,r=[];it&&(r=r.concat(J)),at&&(r=r.concat(K)),nt.xaxes&&(r=r.concat(nt.xaxes)),nt.yaxes&&(r=r.concat(nt.yaxes));var n,i,a={};if(\"reset+autosize\"===e)for(e=\"autosize\",i=0;i<r.length;i++){var 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Gt(){Zt([0,0,tt,et]),i.syncOrAsync([T.previousPromises,function(){t._fullLayout._replotting=!1,l.call(\"_guiRelayout\",t,ht)}],t)}function Zt(e){var r,n,a,o,s=t._fullLayout,u=s._plots,c=s._subplots.cartesian;if(ct&&l.subplotsRegistry.splom.drag(t),ut)for(r=0;r<c.length;r++)if(a=(n=u[c[r]]).xaxis,o=n.yaxis,n._scene){var f=i.simpleMap(a.range,a.r2l),p=i.simpleMap(o.range,o.r2l);a.limitRange&&a.limitRange(),o.limitRange&&o.limitRange(),f=a.range,p=o.range,n._scene.update({range:[f[0],p[0],f[1],p[1]]})}if((ct||ut)&&(_(t),w(t)),ft){var d=e[2]/O._length,g=e[3]/I._length;for(r=0;r<c.length;r++){a=(n=u[c[r]]).xaxis,o=n.yaxis;var m,x,b,T,k=(st||nt.isSubplotConstrained)&&!a.fixedrange&&V[a._id],A=(lt||nt.isSubplotConstrained)&&!o.fixedrange&&X[o._id];if(k?(m=d,b=y||nt.isSubplotConstrained?e[0]:Xt(a,m)):nt.xaHash[a._id]?(m=d,b=e[0]*a._length/O._length):nt.yaHash[a._id]?(m=g,b=\"ns\"===at?-e[1]*a._length/I._length:Xt(a,m,{n:\"top\",s:\"bottom\"}[at])):b=Wt(a,m=Yt(a,d,g)),m>1&&(void 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t.fixedrange?0:st&&rt.xaHash[t._id]?e:lt&&(rt.isSubplotConstrained?rt.xaHash:rt.yaHash)[t._id]?r:0}function Wt(t,e){return e?(t.range=t._r.slice(),E(t,e),Xt(t,e)):0}function Xt(t,e,r){return t._length*(1-e)*b[r||t.constraintoward||\"middle\"]}return v.length*y.length!=1&&Y(bt,(function(e){if(t._context._scrollZoom.cartesian||t._fullLayout._enablescrollzoom){if(Ot(),t._transitioningWithDuration)return e.preventDefault(),void e.stopPropagation();mt(),clearTimeout(Bt);var r=-e.deltaY;if(isFinite(r)||(r=e.wheelDelta/10),isFinite(r)){var n,a=Math.exp(-Math.min(Math.max(r,-20),20)/200),o=jt.draglayer.select(\".nsewdrag\").node().getBoundingClientRect(),s=(e.clientX-o.left)/o.width,l=(o.bottom-e.clientY)/o.height;if(st){for(y||(s=.5),n=0;n<J.length;n++)u(J[n],s,a);Vt(\"x\"),Ft[2]*=a,Ft[0]+=Ft[2]*s*(1/a-1)}if(lt){for(v||(l=.5),n=0;n<K.length;n++)u(K[n],l,a);Vt(\"y\"),Ft[3]*=a,Ft[1]+=Ft[3]*(1-l)*(1/a-1)}Zt(Ft),Ht(),t.emit(\"plotly_relayouting\",ht),Bt=setTimeout((function(){t._fullLayout&&(Ft=[0,0,tt,et],Gt())}),Nt),e.preventDefault()}else i.log(\"Did not find wheel motion attributes: \",e)}function u(t,e,r){if(!t.fixedrange){var n=i.simpleMap(t.range,t.r2l),a=n[0]+(n[1]-n[0])*e;t.range=n.map((function(e){return t.l2r(a+(e-a)*r)}))}}})),bt},makeDragger:I,makeRectDragger:D,makeZoombox:N,makeCorners:j,updateZoombox:U,xyCorners:G,transitionZoombox:V,removeZoombox:H,showDoubleClickNotifier:q,attachWheelEventHandler:Y}},4305:function(t,e,r){\"use strict\";var n=r(39898),i=r(30211),a=r(28569),o=r(6964),s=r(29323).makeDragBox,l=r(85555).DRAGGERSIZE;e.initInteractions=function(t){var r=t._fullLayout;if(t._context.staticPlot)n.select(t).selectAll(\".drag\").remove();else if(r._has(\"cartesian\")||r._has(\"splom\")){Object.keys(r._plots||{}).sort((function(t,e){if((r._plots[t].mainplot&&!0)===(r._plots[e].mainplot&&!0)){var n=t.split(\"y\"),i=e.split(\"y\");return n[0]===i[0]?Number(n[1]||1)-Number(i[1]||1):Number(n[0]||1)-Number(i[0]||1)}return r._plots[t].mainplot?1:-1})).forEach((function(e){var n=r._plots[e],o=n.xaxis,u=n.yaxis;if(!n.mainplot){var 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_=(l[3]-l[1])/(l[2]-l[0]);Math.abs(a*_)>Math.abs(s)?(u.boxEnd[1]=u.boxStart[1]+Math.abs(a)*_*(s>=0?1:-1),u.boxEnd[1]<l[1]?(u.boxEnd[1]=l[1],u.boxEnd[0]=u.boxStart[0]+(l[1]-u.boxStart[1])/Math.abs(_)):u.boxEnd[1]>l[3]&&(u.boxEnd[1]=l[3],u.boxEnd[0]=u.boxStart[0]+(l[3]-u.boxStart[1])/Math.abs(_))):(u.boxEnd[0]=u.boxStart[0]+Math.abs(s)/_*(a>=0?1:-1),u.boxEnd[0]<l[0]?(u.boxEnd[0]=l[0],u.boxEnd[1]=u.boxStart[1]+(l[0]-u.boxStart[0])*Math.abs(_)):u.boxEnd[0]>l[2]&&(u.boxEnd[0]=l[2],u.boxEnd[1]=u.boxStart[1]+(l[2]-u.boxStart[0])*Math.abs(_)))}}else u.boxEnabled?(a=u.boxStart[0]!==u.boxEnd[0],s=u.boxStart[1]!==u.boxEnd[1],a||s?(a&&(g(0,u.boxStart[0],u.boxEnd[0]),t.xaxis.autorange=!1),s&&(g(1,u.boxStart[1],u.boxEnd[1]),t.yaxis.autorange=!1),t.relayoutCallback()):t.glplot.setDirty(),u.boxEnabled=!1,u.boxInited=!1):u.boxInited&&(u.boxInited=!1);break;case\"pan\":u.boxEnabled=!1,u.boxInited=!1,e?(u.panning||(u.dragStart[0]=n,u.dragStart[1]=i),Math.abs(u.dragStart[0]-n)<d&&(n=u.dragStart[0]),Math.abs(u.dragStart[1]-i)<d&&(i=u.dragStart[1]),a=(h-n)*(l[2]-l[0])/(r.viewBox[2]-r.viewBox[0]),s=(p-i)*(l[3]-l[1])/(r.viewBox[3]-r.viewBox[1]),l[0]+=a,l[2]+=a,l[1]+=s,l[3]+=s,t.setRanges(l),u.panning=!0,u.lastInputTime=Date.now(),c(),t.cameraChanged(),t.handleAnnotations()):u.panning&&(u.panning=!1,t.relayoutCallback())}u.lastPos[0]=n,u.lastPos[1]=i}return u.mouseListener=n(e,f),e.addEventListener(\"touchstart\",(function(t){var r=a(t.changedTouches[0],e);f(0,r[0],r[1]),f(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchmove\",(function(t){t.preventDefault();var r=a(t.changedTouches[0],e);f(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchend\",(function(t){f(0,u.lastPos[0],u.lastPos[1]),t.preventDefault()}),!!s&&{passive:!1}),u.wheelListener=i(e,(function(e,n){if(!t.scrollZoom)return!1;var i=t.calcDataBox(),a=r.viewBox,o=u.lastPos[0],s=u.lastPos[1],l=Math.exp(5*n/(a[3]-a[1])),f=o/(a[2]-a[0])*(i[2]-i[0])+i[0],h=s/(a[3]-a[1])*(i[3]-i[1])+i[1];return i[0]=(i[0]-f)*l+f,i[2]=(i[2]-f)*l+f,i[1]=(i[1]-h)*l+h,i[3]=(i[3]-h)*l+h,t.setRanges(i),u.lastInputTime=Date.now(),c(),t.cameraChanged(),t.handleAnnotations(),t.relayoutCallback(),!0}),!0),u}},82961:function(t,e,r){\"use strict\";var n=r(89298),i=r(78614);function a(t){this.scene=t,this.gl=t.gl,this.pixelRatio=t.pixelRatio,this.screenBox=[0,0,1,1],this.viewBox=[0,0,1,1],this.dataBox=[-1,-1,1,1],this.borderLineEnable=[!1,!1,!1,!1],this.borderLineWidth=[1,1,1,1],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.ticks=[[],[]],this.tickEnable=[!0,!0,!1,!1],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labels=[\"x\",\"y\"],this.labelEnable=[!0,!0,!1,!1],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelPad=[15,15,15,15],this.labelSize=[12,12],this.labelFont=[\"sans-serif\",\"sans-serif\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.title=\"\",this.titleEnable=!0,this.titleCenter=[0,0,0,0],this.titleAngle=0,this.titleColor=[0,0,0,1],this.titleFont=\"sans-serif\",this.titleSize=18,this.gridLineEnable=[!0,!0],this.gridLineColor=[[0,0,0,.5],[0,0,0,.5]],this.gridLineWidth=[1,1],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[1,1],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.static=this.scene.staticPlot}var o=a.prototype,s=[\"xaxis\",\"yaxis\"];o.merge=function(t){var e,r,n,a,o,l,u,c,f,h,p;for(this.titleEnable=!1,this.backgroundColor=i(t.plot_bgcolor),h=0;h<2;++h){var d=(e=s[h]).charAt(0);for(n=(r=t[this.scene[e]._name]).title.text===this.scene.fullLayout._dfltTitle[d]?\"\":r.title.text,p=0;p<=2;p+=2)this.labelEnable[h+p]=!1,this.labels[h+p]=n,this.labelColor[h+p]=i(r.title.font.color),this.labelFont[h+p]=r.title.font.family,this.labelSize[h+p]=r.title.font.size,this.labelPad[h+p]=this.getLabelPad(e,r),this.tickEnable[h+p]=!1,this.tickColor[h+p]=i((r.tickfont||{}).color),this.tickAngle[h+p]=\"auto\"===r.tickangle?0:Math.PI*-r.tickangle/180,this.tickPad[h+p]=this.getTickPad(r),this.tickMarkLength[h+p]=0,this.tickMarkWidth[h+p]=r.tickwidth||0,this.tickMarkColor[h+p]=i(r.tickcolor),this.borderLineEnable[h+p]=!1,this.borderLineColor[h+p]=i(r.linecolor),this.borderLineWidth[h+p]=r.linewidth||0;u=this.hasSharedAxis(r),o=this.hasAxisInDfltPos(e,r)&&!u,l=this.hasAxisInAltrPos(e,r)&&!u,a=r.mirror||!1,c=u?-1!==String(a).indexOf(\"all\"):!!a,f=u?\"allticks\"===a:-1!==String(a).indexOf(\"ticks\"),o?this.labelEnable[h]=!0:l&&(this.labelEnable[h+2]=!0),o?this.tickEnable[h]=r.showticklabels:l&&(this.tickEnable[h+2]=r.showticklabels),(o||c)&&(this.borderLineEnable[h]=r.showline),(l||c)&&(this.borderLineEnable[h+2]=r.showline),(o||f)&&(this.tickMarkLength[h]=this.getTickMarkLength(r)),(l||f)&&(this.tickMarkLength[h+2]=this.getTickMarkLength(r)),this.gridLineEnable[h]=r.showgrid,this.gridLineColor[h]=i(r.gridcolor),this.gridLineWidth[h]=r.gridwidth,this.zeroLineEnable[h]=r.zeroline,this.zeroLineColor[h]=i(r.zerolinecolor),this.zeroLineWidth[h]=r.zerolinewidth}},o.hasSharedAxis=function(t){var e=this.scene,r=e.fullLayout._subplots.gl2d;return 0!==n.findSubplotsWithAxis(r,t).indexOf(e.id)},o.hasAxisInDfltPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"bottom\"===r:\"yaxis\"===t?\"left\"===r:void 0},o.hasAxisInAltrPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"top\"===r:\"yaxis\"===t?\"right\"===r:void 0},o.getLabelPad=function(t,e){var r=1.5,n=e.title.font.size,i=e.showticklabels;return\"xaxis\"===t?\"top\"===e.side?n*(r+(i?1:0))-10:n*(r+(i?.5:0))-10:\"yaxis\"===t?\"right\"===e.side?10+n*(r+(i?1:.5)):10+n*(r+(i?.5:0)):void 0},o.getTickPad=function(t){return\"outside\"===t.ticks?10+t.ticklen:15},o.getTickMarkLength=function(t){if(!t.ticks)return 0;var e=t.ticklen;return\"inside\"===t.ticks?-e:e},t.exports=function(t){return new a(t)}},4796:function(t,e,r){\"use strict\";var n=r(30962).overrideAll,i=r(92918),a=r(10820),o=r(77922),s=r(85555),l=r(93612),u=r(528),c=r(27659).NG;e.name=\"gl2d\",e.attr=[\"xaxis\",\"yaxis\"],e.idRoot=[\"x\",\"y\"],e.idRegex=s.idRegex,e.attrRegex=s.attrRegex,e.attributes=r(89502),e.supplyLayoutDefaults=function(t,e,r){e._has(\"cartesian\")||l.supplyLayoutDefaults(t,e,r)},e.layoutAttrOverrides=n(l.layoutAttributes,\"plot\",\"from-root\"),e.baseLayoutAttrOverrides=n({plot_bgcolor:a.plot_bgcolor,hoverlabel:u.hoverlabel},\"plot\",\"nested\"),e.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl2d,a=0;a<n.length;a++){var o=n[a],s=e._plots[o],l=c(r,\"gl2d\",o),u=s._scene2d;void 0===u&&(u=new i({id:o,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio},e),s._scene2d=u),u.plot(l,t.calcdata,e,t.layout)}},e.clean=function(t,e,r,n){for(var i=n._subplots.gl2d||[],a=0;a<i.length;a++){var o=i[a],s=n._plots[o];s._scene2d&&0===c(t,\"gl2d\",o).length&&(s._scene2d.destroy(),delete n._plots[o])}l.clean.apply(this,arguments)},e.drawFramework=function(t){t._context.staticPlot||l.drawFramework(t)},e.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){var i=e._plots[r[n]]._scene2d,a=i.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":a,x:0,y:0,width:\"100%\",height:\"100%\",preserveAspectRatio:\"none\"}),i.destroy()}},e.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++)e._plots[r[n]]._scene2d.updateFx(e.dragmode)}},92918:function(t,e,r){\"use strict\";var n,i,a=r(73972),o=r(89298),s=r(30211),l=r(9330).gl_plot2d,u=r(9330).gl_spikes2d,c=r(9330).gl_select_box,f=r(40372),h=r(82961),p=r(75071),d=r(58617),v=r(99082),g=v.enforce,y=v.clean,m=r(71739).doAutoRange,x=r(64505),b=x.drawMode,_=x.selectMode,w=[\"xaxis\",\"yaxis\"],T=r(85555).SUBPLOT_PATTERN;function k(t,e){this.container=t.container,this.graphDiv=t.graphDiv,this.pixelRatio=t.plotGlPixelRatio||window.devicePixelRatio,this.id=t.id,this.staticPlot=!!t.staticPlot,this.scrollZoom=this.graphDiv._context._scrollZoom.cartesian,this.fullData=null,this.updateRefs(e),this.makeFramework(),this.stopped||(this.glplotOptions=h(this),this.glplotOptions.merge(e),this.glplot=l(this.glplotOptions),this.camera=p(this),this.traces={},this.spikes=u(this.glplot),this.selectBox=c(this.glplot,{innerFill:!1,outerFill:!0}),this.lastButtonState=0,this.pickResult=null,this.isMouseOver=!0,this.stopped=!1,this.redraw=this.draw.bind(this),this.redraw())}t.exports=k;var A=k.prototype;A.makeFramework=function(){if(this.staticPlot){if(!(i||(n=document.createElement(\"canvas\"),i=f({canvas:n,preserveDrawingBuffer:!1,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"Error creating static canvas/context for image server\");this.canvas=n,this.gl=i}else{var t=this.container.querySelector(\".gl-canvas-focus\"),e=f({canvas:t,preserveDrawingBuffer:!0,premultipliedAlpha:!0});if(!e)return d(this),void(this.stopped=!0);this.canvas=t,this.gl=e}var r=this.canvas;r.style.width=\"100%\",r.style.height=\"100%\",r.style.position=\"absolute\",r.style.top=\"0px\",r.style.left=\"0px\",r.style[\"pointer-events\"]=\"none\",this.updateSize(r);var a=this.svgContainer=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");a.style.position=\"absolute\",a.style.top=a.style.left=\"0px\",a.style.width=a.style.height=\"100%\",a.style[\"z-index\"]=20,a.style[\"pointer-events\"]=\"none\";var o=this.mouseContainer=document.createElement(\"div\");o.style.position=\"absolute\",o.style[\"pointer-events\"]=\"auto\",this.pickCanvas=this.container.querySelector(\".gl-canvas-pick\");var s=this.container;s.appendChild(a),s.appendChild(o);var l=this;o.addEventListener(\"mouseout\",(function(){l.isMouseOver=!1,l.unhover()})),o.addEventListener(\"mouseover\",(function(){l.isMouseOver=!0}))},A.toImage=function(t){t||(t=\"png\"),this.stopped=!0,this.staticPlot&&this.container.appendChild(n),this.updateSize(this.canvas);var e=this.glplot.gl,r=e.drawingBufferWidth,i=e.drawingBufferHeight;e.clearColor(1,1,1,0),e.clear(e.COLOR_BUFFER_BIT|e.DEPTH_BUFFER_BIT),this.glplot.setDirty(),this.glplot.draw(),e.bindFramebuffer(e.FRAMEBUFFER,null);var a=new Uint8Array(r*i*4);e.readPixels(0,0,r,i,e.RGBA,e.UNSIGNED_BYTE,a);for(var o=0,s=i-1;o<s;++o,--s)for(var l=0;l<r;++l)for(var u=0;u<4;++u){var c=a[4*(r*o+l)+u];a[4*(r*o+l)+u]=a[4*(r*s+l)+u],a[4*(r*s+l)+u]=c}var f=document.createElement(\"canvas\");f.width=r,f.height=i;var h,p=f.getContext(\"2d\",{willReadFrequently:!0}),d=p.createImageData(r,i);switch(d.data.set(a),p.putImageData(d,0,0),t){case\"jpeg\":h=f.toDataURL(\"image/jpeg\");break;case\"webp\":h=f.toDataURL(\"image/webp\");break;default:h=f.toDataURL(\"image/png\")}return this.staticPlot&&this.container.removeChild(n),h},A.updateSize=function(t){t||(t=this.canvas);var e=this.pixelRatio,r=this.fullLayout,n=r.width,i=r.height,a=0|Math.ceil(e*n),o=0|Math.ceil(e*i);return t.width===a&&t.height===o||(t.width=a,t.height=o),t},A.computeTickMarks=function(){this.xaxis.setScale(),this.yaxis.setScale();for(var t=[o.calcTicks(this.xaxis),o.calcTicks(this.yaxis)],e=0;e<2;++e)for(var r=0;r<t[e].length;++r)t[e][r].text=t[e][r].text+\"\";return t},A.updateRefs=function(t){this.fullLayout=t;var e=this.id.match(T),r=\"xaxis\"+e[1],n=\"yaxis\"+e[2];this.xaxis=this.fullLayout[r],this.yaxis=this.fullLayout[n]},A.relayoutCallback=function(){var t=this.graphDiv,e=this.xaxis,r=this.yaxis,n=t.layout,i={},o=i[e._name+\".range\"]=e.range.slice(),s=i[r._name+\".range\"]=r.range.slice();i[e._name+\".autorange\"]=e.autorange,i[r._name+\".autorange\"]=r.autorange,a.call(\"_storeDirectGUIEdit\",t.layout,t._fullLayout._preGUI,i);var l=n[e._name];l.range=o,l.autorange=e.autorange;var u=n[r._name];u.range=s,u.autorange=r.autorange,i.lastInputTime=this.camera.lastInputTime,t.emit(\"plotly_relayout\",i)},A.cameraChanged=function(){var t=this.camera;this.glplot.setDataBox(this.calcDataBox());var e=this.computeTickMarks();(function(t,e){for(var r=0;r<2;++r){var n=t[r],i=e[r];if(n.length!==i.length)return!0;for(var a=0;a<n.length;++a)if(n[a].x!==i[a].x)return!0}return!1})(e,this.glplotOptions.ticks)&&(this.glplotOptions.ticks=e,this.glplotOptions.dataBox=t.dataBox,this.glplot.update(this.glplotOptions),this.handleAnnotations())},A.handleAnnotations=function(){for(var t=this.graphDiv,e=this.fullLayout.annotations,r=0;r<e.length;r++){var n=e[r];n.xref===this.xaxis._id&&n.yref===this.yaxis._id&&a.getComponentMethod(\"annotations\",\"drawOne\")(t,r)}},A.destroy=function(){if(this.glplot){var t=this.traces;t&&Object.keys(t).map((function(e){t[e].dispose(),delete t[e]})),this.glplot.dispose(),this.container.removeChild(this.svgContainer),this.container.removeChild(this.mouseContainer),this.fullData=null,this.glplot=null,this.stopped=!0,this.camera.mouseListener.enabled=!1,this.mouseContainer.removeEventListener(\"wheel\",this.camera.wheelListener),this.camera=null}},A.plot=function(t,e,r){var n=this.glplot;this.updateRefs(r),this.xaxis.clearCalc(),this.yaxis.clearCalc(),this.updateTraces(t,e),this.updateFx(r.dragmode);var i=r.width,a=r.height;this.updateSize(this.canvas);var o=this.glplotOptions;o.merge(r),o.screenBox=[0,0,i,a];var s={_fullLayout:{_axisConstraintGroups:r._axisConstraintGroups,xaxis:this.xaxis,yaxis:this.yaxis,_size:r._size}};y(s,this.xaxis),y(s,this.yaxis);var l,u,c=r._size,f=this.xaxis.domain,h=this.yaxis.domain;for(o.viewBox=[c.l+f[0]*c.w,c.b+h[0]*c.h,i-c.r-(1-f[1])*c.w,a-c.t-(1-h[1])*c.h],this.mouseContainer.style.width=c.w*(f[1]-f[0])+\"px\",this.mouseContainer.style.height=c.h*(h[1]-h[0])+\"px\",this.mouseContainer.height=c.h*(h[1]-h[0]),this.mouseContainer.style.left=c.l+f[0]*c.w+\"px\",this.mouseContainer.style.top=c.t+(1-h[1])*c.h+\"px\",u=0;u<2;++u)(l=this[w[u]])._length=o.viewBox[u+2]-o.viewBox[u],m(this.graphDiv,l),l.setScale();g(s),o.ticks=this.computeTickMarks(),o.dataBox=this.calcDataBox(),o.merge(r),n.update(o),this.glplot.draw()},A.calcDataBox=function(){var t=this.xaxis,e=this.yaxis,r=t.range,n=e.range,i=t.r2l,a=e.r2l;return[i(r[0]),a(n[0]),i(r[1]),a(n[1])]},A.setRanges=function(t){var e=this.xaxis,r=this.yaxis,n=e.l2r,i=r.l2r;e.range=[n(t[0]),n(t[2])],r.range=[i(t[1]),i(t[3])]},A.updateTraces=function(t,e){var r,n,i,a=Object.keys(this.traces);this.fullData=t;t:for(r=0;r<a.length;r++){var o=a[r],s=this.traces[o];for(n=0;n<t.length;n++)if((i=t[n]).uid===o&&i.type===s.type)continue t;s.dispose(),delete this.traces[o]}for(r=0;r<t.length;r++){i=t[r];var l=e[r],u=this.traces[i.uid];u?u.update(i,l):(u=i._module.plot(this,i,l),this.traces[i.uid]=u)}this.glplot.objects.sort((function(t,e){return t._trace.index-e._trace.index}))},A.updateFx=function(t){_(t)||b(t)?(this.pickCanvas.style[\"pointer-events\"]=\"none\",this.mouseContainer.style[\"pointer-events\"]=\"none\"):(this.pickCanvas.style[\"pointer-events\"]=\"auto\",this.mouseContainer.style[\"pointer-events\"]=\"auto\"),this.mouseContainer.style.cursor=\"pan\"===t?\"move\":\"zoom\"===t?\"crosshair\":null},A.emitPointAction=function(t,e){for(var r,n=t.trace.uid,i=t.pointIndex,a=0;a<this.fullData.length;a++)this.fullData[a].uid===n&&(r=this.fullData[a]);var o={x:t.traceCoord[0],y:t.traceCoord[1],curveNumber:r.index,pointNumber:i,data:r._input,fullData:this.fullData,xaxis:this.xaxis,yaxis:this.yaxis};s.appendArrayPointValue(o,r,i),this.graphDiv.emit(e,{points:[o]})},A.draw=function(){if(!this.stopped){requestAnimationFrame(this.redraw);var t=this.glplot,e=this.camera,r=e.mouseListener,n=1===this.lastButtonState&&0===r.buttons,i=this.fullLayout;this.lastButtonState=r.buttons,this.cameraChanged();var a,o=r.x*t.pixelRatio,l=this.canvas.height-t.pixelRatio*r.y;if(e.boxEnabled&&\"zoom\"===i.dragmode){this.selectBox.enabled=!0;for(var u=this.selectBox.selectBox=[Math.min(e.boxStart[0],e.boxEnd[0]),Math.min(e.boxStart[1],e.boxEnd[1]),Math.max(e.boxStart[0],e.boxEnd[0]),Math.max(e.boxStart[1],e.boxEnd[1])],c=0;c<2;c++)e.boxStart[c]===e.boxEnd[c]&&(u[c]=t.dataBox[c],u[c+2]=t.dataBox[c+2]);t.setDirty()}else if(!e.panning&&this.isMouseOver){this.selectBox.enabled=!1;var f=i._size,h=this.xaxis.domain,p=this.yaxis.domain,d=(a=t.pick(o/t.pixelRatio+f.l+h[0]*f.w,l/t.pixelRatio-(f.t+(1-p[1])*f.h)))&&a.object._trace.handlePick(a);if(d&&n&&this.emitPointAction(d,\"plotly_click\"),a&&\"skip\"!==a.object._trace.hoverinfo&&i.hovermode&&d&&(!this.lastPickResult||this.lastPickResult.traceUid!==d.trace.uid||this.lastPickResult.dataCoord[0]!==d.dataCoord[0]||this.lastPickResult.dataCoord[1]!==d.dataCoord[1])){var v=d;this.lastPickResult={traceUid:d.trace?d.trace.uid:null,dataCoord:d.dataCoord.slice()},this.spikes.update({center:a.dataCoord}),v.screenCoord=[((t.viewBox[2]-t.viewBox[0])*(a.dataCoord[0]-t.dataBox[0])/(t.dataBox[2]-t.dataBox[0])+t.viewBox[0])/t.pixelRatio,(this.canvas.height-(t.viewBox[3]-t.viewBox[1])*(a.dataCoord[1]-t.dataBox[1])/(t.dataBox[3]-t.dataBox[1])-t.viewBox[1])/t.pixelRatio],this.emitPointAction(d,\"plotly_hover\");var g=this.fullData[v.trace.index]||{},y=v.pointIndex,m=s.castHoverinfo(g,i,y);if(m&&\"all\"!==m){var x=m.split(\"+\");-1===x.indexOf(\"x\")&&(v.traceCoord[0]=void 0),-1===x.indexOf(\"y\")&&(v.traceCoord[1]=void 0),-1===x.indexOf(\"z\")&&(v.traceCoord[2]=void 0),-1===x.indexOf(\"text\")&&(v.textLabel=void 0),-1===x.indexOf(\"name\")&&(v.name=void 0)}s.loneHover({x:v.screenCoord[0],y:v.screenCoord[1],xLabel:this.hoverFormatter(\"xaxis\",v.traceCoord[0]),yLabel:this.hoverFormatter(\"yaxis\",v.traceCoord[1]),zLabel:v.traceCoord[2],text:v.textLabel,name:v.name,color:s.castHoverOption(g,y,\"bgcolor\")||v.color,borderColor:s.castHoverOption(g,y,\"bordercolor\"),fontFamily:s.castHoverOption(g,y,\"font.family\"),fontSize:s.castHoverOption(g,y,\"font.size\"),fontColor:s.castHoverOption(g,y,\"font.color\"),nameLength:s.castHoverOption(g,y,\"namelength\"),textAlign:s.castHoverOption(g,y,\"align\")},{container:this.svgContainer,gd:this.graphDiv})}}a||this.unhover(),t.draw()}},A.unhover=function(){this.lastPickResult&&(this.spikes.update({}),this.lastPickResult=null,this.graphDiv.emit(\"plotly_unhover\"),s.loneUnhover(this.svgContainer))},A.hoverFormatter=function(t,e){if(void 0!==e){var r=this[t];return o.tickText(r,r.c2l(e),\"hover\").text}}},58547:function(t,e,r){\"use strict\";var n=r(30962).overrideAll,i=r(528),a=r(33539),o=r(27659).NG,s=r(71828),l=r(77922),u=\"gl3d\",c=\"scene\";e.name=u,e.attr=c,e.idRoot=c,e.idRegex=e.attrRegex=s.counterRegex(\"scene\"),e.attributes=r(59084),e.layoutAttributes=r(65500),e.baseLayoutAttrOverrides=n({hoverlabel:i.hoverlabel},\"plot\",\"nested\"),e.supplyLayoutDefaults=r(24682),e.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots[u],i=0;i<n.length;i++){var s=n[i],l=o(r,u,s),c=e[s],f=c.camera,h=c._scene;h||(h=new a({id:s,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio,camera:f},e),c._scene=h),h.viewInitial||(h.viewInitial={up:{x:f.up.x,y:f.up.y,z:f.up.z},eye:{x:f.eye.x,y:f.eye.y,z:f.eye.z},center:{x:f.center.x,y:f.center.y,z:f.center.z}}),h.plot(l,e,t.layout)}},e.clean=function(t,e,r,n){for(var i=n._subplots[u]||[],a=0;a<i.length;a++){var o=i[a];!e[o]&&n[o]._scene&&(n[o]._scene.destroy(),n._infolayer&&n._infolayer.selectAll(\".annotation-\"+o).remove())}},e.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots[u],n=e._size,i=0;i<r.length;i++){var a=e[r[i]],o=a.domain,s=a._scene,c=s.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:l.svg,\"xlink:href\":c,x:n.l+n.w*o.x[0],y:n.t+n.h*(1-o.y[1]),width:n.w*(o.x[1]-o.x[0]),height:n.h*(o.y[1]-o.y[0]),preserveAspectRatio:\"none\"}),s.destroy()}},e.cleanId=function(t){if(t.match(/^scene[0-9]*$/)){var e=t.substr(5);return\"1\"===e&&(e=\"\"),c+e}},e.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots[u],n=0;n<r.length;n++)e[r[n]]._scene.updateFx(e.dragmode,e.hovermode)}},59084:function(t){\"use strict\";t.exports={scene:{valType:\"subplotid\",dflt:\"scene\",editType:\"calc+clearAxisTypes\"}}},77894:function(t,e,r){\"use strict\";var n=r(7901),i=r(13838),a=r(1426).extendFlat,o=r(30962).overrideAll;t.exports=o({visible:i.visible,showspikes:{valType:\"boolean\",dflt:!0},spikesides:{valType:\"boolean\",dflt:!0},spikethickness:{valType:\"number\",min:0,dflt:2},spikecolor:{valType:\"color\",dflt:n.defaultLine},showbackground:{valType:\"boolean\",dflt:!1},backgroundcolor:{valType:\"color\",dflt:\"rgba(204, 204, 204, 0.5)\"},showaxeslabels:{valType:\"boolean\",dflt:!0},color:i.color,categoryorder:i.categoryorder,categoryarray:i.categoryarray,title:{text:i.title.text,font:i.title.font},type:a({},i.type,{values:[\"-\",\"linear\",\"log\",\"date\",\"category\"]}),autotypenumbers:i.autotypenumbers,autorange:i.autorange,autorangeoptions:{minallowed:i.autorangeoptions.minallowed,maxallowed:i.autorangeoptions.maxallowed,clipmin:i.autorangeoptions.clipmin,clipmax:i.autorangeoptions.clipmax,include:i.autorangeoptions.include,editType:\"plot\"},rangemode:i.rangemode,minallowed:i.minallowed,maxallowed:i.maxallowed,range:a({},i.range,{items:[{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}},{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}}],anim:!1}),tickmode:i.minor.tickmode,nticks:i.nticks,tick0:i.tick0,dtick:i.dtick,tickvals:i.tickvals,ticktext:i.ticktext,ticks:i.ticks,mirror:i.mirror,ticklen:i.ticklen,tickwidth:i.tickwidth,tickcolor:i.tickcolor,showticklabels:i.showticklabels,labelalias:i.labelalias,tickfont:i.tickfont,tickangle:i.tickangle,tickprefix:i.tickprefix,showtickprefix:i.showtickprefix,ticksuffix:i.ticksuffix,showticksuffix:i.showticksuffix,showexponent:i.showexponent,exponentformat:i.exponentformat,minexponent:i.minexponent,separatethousands:i.separatethousands,tickformat:i.tickformat,tickformatstops:i.tickformatstops,hoverformat:i.hoverformat,showline:i.showline,linecolor:i.linecolor,linewidth:i.linewidth,showgrid:i.showgrid,gridcolor:a({},i.gridcolor,{dflt:\"rgb(204, 204, 204)\"}),gridwidth:i.gridwidth,zeroline:i.zeroline,zerolinecolor:i.zerolinecolor,zerolinewidth:i.zerolinewidth,_deprecated:{title:i._deprecated.title,titlefont:i._deprecated.titlefont}},\"plot\",\"from-root\")},3277:function(t,e,r){\"use strict\";var n=r(84267).mix,i=r(71828),a=r(44467),o=r(77894),s=r(951),l=r(71453),u=[\"xaxis\",\"yaxis\",\"zaxis\"];t.exports=function(t,e,r){var c,f;function h(t,e){return i.coerce(c,f,o,t,e)}for(var p=0;p<u.length;p++){var d=u[p];c=t[d]||{},(f=a.newContainer(e,d))._id=d[0]+r.scene,f._name=d,s(c,f,h,r),l(c,f,h,{font:r.font,letter:d[0],data:r.data,showGrid:!0,noTickson:!0,noTicklabelmode:!0,noTicklabelstep:!0,noTicklabelposition:!0,noTicklabeloverflow:!0,noInsiderange:!0,bgColor:r.bgColor,calendar:r.calendar},r.fullLayout),h(\"gridcolor\",n(f.color,r.bgColor,72.72727272727273).toRgbString()),h(\"title.text\",d[0]),f.setScale=i.noop,h(\"showspikes\")&&(h(\"spikesides\"),h(\"spikethickness\"),h(\"spikecolor\",f.color)),h(\"showaxeslabels\"),h(\"showbackground\")&&h(\"backgroundcolor\")}}},30422:function(t,e,r){\"use strict\";var n=r(78614),i=r(71828),a=[\"xaxis\",\"yaxis\",\"zaxis\"];function o(){this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[18,18,18],this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=[\"Open Sans\",\"Open Sans\",\"Open Sans\"],this.labelSize=[20,20,20],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[30,30,30],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[10,10,10],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!0,!0,!0],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._defaultTickPad=this.tickPad.slice(),this._defaultLabelPad=this.labelPad.slice(),this._defaultLineTickLength=this.lineTickLength.slice()}o.prototype.merge=function(t,e){for(var r=this,o=0;o<3;++o){var s=e[a[o]];s.visible?(r.labels[o]=t._meta?i.templateString(s.title.text,t._meta):s.title.text,\"font\"in s.title&&(s.title.font.color&&(r.labelColor[o]=n(s.title.font.color)),s.title.font.family&&(r.labelFont[o]=s.title.font.family),s.title.font.size&&(r.labelSize[o]=s.title.font.size)),\"showline\"in s&&(r.lineEnable[o]=s.showline),\"linecolor\"in s&&(r.lineColor[o]=n(s.linecolor)),\"linewidth\"in s&&(r.lineWidth[o]=s.linewidth),\"showgrid\"in s&&(r.gridEnable[o]=s.showgrid),\"gridcolor\"in s&&(r.gridColor[o]=n(s.gridcolor)),\"gridwidth\"in s&&(r.gridWidth[o]=s.gridwidth),\"log\"===s.type?r.zeroEnable[o]=!1:\"zeroline\"in s&&(r.zeroEnable[o]=s.zeroline),\"zerolinecolor\"in s&&(r.zeroLineColor[o]=n(s.zerolinecolor)),\"zerolinewidth\"in s&&(r.zeroLineWidth[o]=s.zerolinewidth),\"ticks\"in s&&s.ticks?r.lineTickEnable[o]=!0:r.lineTickEnable[o]=!1,\"ticklen\"in s&&(r.lineTickLength[o]=r._defaultLineTickLength[o]=s.ticklen),\"tickcolor\"in s&&(r.lineTickColor[o]=n(s.tickcolor)),\"tickwidth\"in s&&(r.lineTickWidth[o]=s.tickwidth),\"tickangle\"in s&&(r.tickAngle[o]=\"auto\"===s.tickangle?-3600:Math.PI*-s.tickangle/180),\"showticklabels\"in s&&(r.tickEnable[o]=s.showticklabels),\"tickfont\"in s&&(s.tickfont.color&&(r.tickColor[o]=n(s.tickfont.color)),s.tickfont.family&&(r.tickFont[o]=s.tickfont.family),s.tickfont.size&&(r.tickSize[o]=s.tickfont.size)),\"mirror\"in s?-1!==[\"ticks\",\"all\",\"allticks\"].indexOf(s.mirror)?(r.lineTickMirror[o]=!0,r.lineMirror[o]=!0):!0===s.mirror?(r.lineTickMirror[o]=!1,r.lineMirror[o]=!0):(r.lineTickMirror[o]=!1,r.lineMirror[o]=!1):r.lineMirror[o]=!1,\"showbackground\"in s&&!1!==s.showbackground?(r.backgroundEnable[o]=!0,r.backgroundColor[o]=n(s.backgroundcolor)):r.backgroundEnable[o]=!1):(r.tickEnable[o]=!1,r.labelEnable[o]=!1,r.lineEnable[o]=!1,r.lineTickEnable[o]=!1,r.gridEnable[o]=!1,r.zeroEnable[o]=!1,r.backgroundEnable[o]=!1)}},t.exports=function(t,e){var r=new o;return r.merge(t,e),r}},24682:function(t,e,r){\"use strict\";var n=r(71828),i=r(7901),a=r(73972),o=r(49119),s=r(3277),l=r(65500),u=r(27659).NG,c=\"gl3d\";function f(t,e,r,n){for(var o=r(\"bgcolor\"),l=i.combine(o,n.paper_bgcolor),f=[\"up\",\"center\",\"eye\"],h=0;h<f.length;h++)r(\"camera.\"+f[h]+\".x\"),r(\"camera.\"+f[h]+\".y\"),r(\"camera.\"+f[h]+\".z\");r(\"camera.projection.type\");var p=!!r(\"aspectratio.x\")&&!!r(\"aspectratio.y\")&&!!r(\"aspectratio.z\"),d=r(\"aspectmode\",p?\"manual\":\"auto\");p||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},\"manual\"===d&&(e.aspectmode=\"auto\"),t.aspectmode=e.aspectmode);var v=u(n.fullData,c,n.id);s(t,e,{font:n.font,scene:n.id,data:v,bgColor:l,calendar:n.calendar,autotypenumbersDflt:n.autotypenumbersDflt,fullLayout:n.fullLayout}),a.getComponentMethod(\"annotations3d\",\"handleDefaults\")(t,e,n);var g=n.getDfltFromLayout(\"dragmode\");if(!1!==g&&!g)if(g=\"orbit\",t.camera&&t.camera.up){var y=t.camera.up.x,m=t.camera.up.y,x=t.camera.up.z;0!==x&&(y&&m&&x?x/Math.sqrt(y*y+m*m+x*x)>.999&&(g=\"turntable\"):g=\"turntable\")}else g=\"turntable\";r(\"dragmode\",g),r(\"hovermode\",n.getDfltFromLayout(\"hovermode\"))}t.exports=function(t,e,r){var i=e._basePlotModules.length>1;o(t,e,r,{type:c,attributes:l,handleDefaults:f,fullLayout:e,font:e.font,fullData:r,getDfltFromLayout:function(e){if(!i)return n.validate(t[e],l[e])?t[e]:void 0},autotypenumbersDflt:e.autotypenumbers,paper_bgcolor:e.paper_bgcolor,calendar:e.calendar})}},65500:function(t,e,r){\"use strict\";var n=r(77894),i=r(27670).Y,a=r(1426).extendFlat,o=r(71828).counterRegex;function s(t,e,r){return{x:{valType:\"number\",dflt:t,editType:\"camera\"},y:{valType:\"number\",dflt:e,editType:\"camera\"},z:{valType:\"number\",dflt:r,editType:\"camera\"},editType:\"camera\"}}t.exports={_arrayAttrRegexps:[o(\"scene\",\".annotations\",!0)],bgcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"plot\"},camera:{up:a(s(0,0,1),{}),center:a(s(0,0,0),{}),eye:a(s(1.25,1.25,1.25),{}),projection:{type:{valType:\"enumerated\",values:[\"perspective\",\"orthographic\"],dflt:\"perspective\",editType:\"calc\"},editType:\"calc\"},editType:\"camera\"},domain:i({name:\"scene\",editType:\"plot\"}),aspectmode:{valType:\"enumerated\",values:[\"auto\",\"cube\",\"data\",\"manual\"],dflt:\"auto\",editType:\"plot\",impliedEdits:{\"aspectratio.x\":void 0,\"aspectratio.y\":void 0,\"aspectratio.z\":void 0}},aspectratio:{x:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},y:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},z:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},editType:\"plot\",impliedEdits:{aspectmode:\"manual\"}},xaxis:n,yaxis:n,zaxis:n,dragmode:{valType:\"enumerated\",values:[\"orbit\",\"turntable\",\"zoom\",\"pan\",!1],editType:\"plot\"},hovermode:{valType:\"enumerated\",values:[\"closest\",!1],dflt:\"closest\",editType:\"modebar\"},uirevision:{valType:\"any\",editType:\"none\"},editType:\"plot\",_deprecated:{cameraposition:{valType:\"info_array\",editType:\"camera\"}}}},13133:function(t,e,r){\"use strict\";var n=r(78614),i=[\"xaxis\",\"yaxis\",\"zaxis\"];function a(){this.enabled=[!0,!0,!0],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.drawSides=[!0,!0,!0],this.lineWidth=[1,1,1]}a.prototype.merge=function(t){for(var e=0;e<3;++e){var r=t[i[e]];r.visible?(this.enabled[e]=r.showspikes,this.colors[e]=n(r.spikecolor),this.drawSides[e]=r.spikesides,this.lineWidth[e]=r.spikethickness):(this.enabled[e]=!1,this.drawSides[e]=!1)}},t.exports=function(t){var e=new a;return e.merge(t),e}},96085:function(t,e,r){\"use strict\";t.exports=function(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,s=t.fullSceneLayout,l=[[],[],[]],u=0;u<3;++u){var c=s[a[u]];if(c._length=(r[u].hi-r[u].lo)*r[u].pixelsPerDataUnit/t.dataScale[u],Math.abs(c._length)===1/0||isNaN(c._length))l[u]=[];else{c._input_range=c.range.slice(),c.range[0]=r[u].lo/t.dataScale[u],c.range[1]=r[u].hi/t.dataScale[u],c._m=1/(t.dataScale[u]*r[u].pixelsPerDataUnit),c.range[0]===c.range[1]&&(c.range[0]-=1,c.range[1]+=1);var f=c.tickmode;if(\"auto\"===c.tickmode){c.tickmode=\"linear\";var h=c.nticks||i.constrain(c._length/40,4,9);n.autoTicks(c,Math.abs(c.range[1]-c.range[0])/h)}for(var p=n.calcTicks(c,{msUTC:!0}),d=0;d<p.length;++d)p[d].x=p[d].x*t.dataScale[u],\"date\"===c.type&&(p[d].text=p[d].text.replace(/\\<br\\>/g,\" \"));l[u]=p,c.tickmode=f}}for(e.ticks=l,u=0;u<3;++u)for(o[u]=.5*(t.glplot.bounds[0][u]+t.glplot.bounds[1][u]),d=0;d<2;++d)e.bounds[d][u]=t.glplot.bounds[d][u];t.contourLevels=function(t){for(var e=new Array(3),r=0;r<3;++r){for(var n=t[r],i=new Array(n.length),a=0;a<n.length;++a)i[a]=n[a].x;e[r]=i}return e}(l)};var n=r(89298),i=r(71828),a=[\"xaxis\",\"yaxis\",\"zaxis\"],o=[0,0,0]},63538:function(t){\"use strict\";function e(t,e){var r,n,i=[0,0,0,0];for(r=0;r<4;++r)for(n=0;n<4;++n)i[n]+=t[4*r+n]*e[r];return i}t.exports=function(t,r){return e(t.projection,e(t.view,e(t.model,[r[0],r[1],r[2],1])))}},33539:function(t,e,r){\"use strict\";var n,i,a=r(9330).gl_plot3d,o=a.createCamera,s=a.createScene,l=r(40372),u=r(38520),c=r(73972),f=r(71828),h=f.preserveDrawingBuffer(),p=r(89298),d=r(30211),v=r(78614),g=r(58617),y=r(63538),m=r(30422),x=r(13133),b=r(96085),_=r(71739).applyAutorangeOptions,w=!1;function T(t,e){var r=document.createElement(\"div\"),n=t.container;this.graphDiv=t.graphDiv;var i=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");i.style.position=\"absolute\",i.style.top=i.style.left=\"0px\",i.style.width=i.style.height=\"100%\",i.style[\"z-index\"]=20,i.style[\"pointer-events\"]=\"none\",r.appendChild(i),this.svgContainer=i,r.id=t.id,r.style.position=\"absolute\",r.style.top=r.style.left=\"0px\",r.style.width=r.style.height=\"100%\",n.appendChild(r),this.fullLayout=e,this.id=t.id||\"scene\",this.fullSceneLayout=e[this.id],this.plotArgs=[[],{},{}],this.axesOptions=m(e,e[this.id]),this.spikeOptions=x(e[this.id]),this.container=r,this.staticMode=!!t.staticPlot,this.pixelRatio=this.pixelRatio||t.plotGlPixelRatio||2,this.dataScale=[1,1,1],this.contourLevels=[[],[],[]],this.convertAnnotations=c.getComponentMethod(\"annotations3d\",\"convert\"),this.drawAnnotations=c.getComponentMethod(\"annotations3d\",\"draw\"),this.initializeGLPlot()}var k=T.prototype;k.prepareOptions=function(){var t=this,e={canvas:t.canvas,gl:t.gl,glOptions:{preserveDrawingBuffer:h,premultipliedAlpha:!0,antialias:!0},container:t.container,axes:t.axesOptions,spikes:t.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1,cameraObject:t.camera,pixelRatio:t.pixelRatio};if(t.staticMode){if(!(i||(n=document.createElement(\"canvas\"),i=l({canvas:n,preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"error creating static canvas/context for image server\");e.gl=i,e.canvas=n}return e};var A=!0;k.tryCreatePlot=function(){var t=this,e=t.prepareOptions(),r=!0;try{t.glplot=s(e)}catch(n){if(t.staticMode||!A||h)r=!1;else{f.warn([\"webgl setup failed possibly due to\",\"false preserveDrawingBuffer config.\",\"The mobile/tablet device may not be detected by is-mobile module.\",\"Enabling preserveDrawingBuffer in second attempt to create webgl scene...\"].join(\" \"));try{h=e.glOptions.preserveDrawingBuffer=!0,t.glplot=s(e)}catch(t){h=e.glOptions.preserveDrawingBuffer=!1,r=!1}}}return A=!1,r},k.initializeGLCamera=function(){var t=this,e=t.fullSceneLayout.camera,r=\"orthographic\"===e.projection.type;t.camera=o(t.container,{center:[e.center.x,e.center.y,e.center.z],eye:[e.eye.x,e.eye.y,e.eye.z],up:[e.up.x,e.up.y,e.up.z],_ortho:r,zoomMin:.01,zoomMax:100,mode:\"orbit\"})},k.initializeGLPlot=function(){var t=this;if(t.initializeGLCamera(),!t.tryCreatePlot())return g(t);t.traces={},t.make4thDimension();var e=t.graphDiv,r=e.layout,n=function(){var e={};return t.isCameraChanged(r)&&(e[t.id+\".camera\"]=t.getCamera()),t.isAspectChanged(r)&&(e[t.id+\".aspectratio\"]=t.glplot.getAspectratio(),\"manual\"!==r[t.id].aspectmode&&(t.fullSceneLayout.aspectmode=r[t.id].aspectmode=e[t.id+\".aspectmode\"]=\"manual\")),e},i=function(t){if(!1!==t.fullSceneLayout.dragmode){var e=n();t.saveLayout(r),t.graphDiv.emit(\"plotly_relayout\",e)}};return t.glplot.canvas&&(t.glplot.canvas.addEventListener(\"mouseup\",(function(){i(t)})),t.glplot.canvas.addEventListener(\"touchstart\",(function(){w=!0})),t.glplot.canvas.addEventListener(\"wheel\",(function(r){if(e._context._scrollZoom.gl3d){if(t.camera._ortho){var n=r.deltaX>r.deltaY?1.1:1/1.1,a=t.glplot.getAspectratio();t.glplot.setAspectratio({x:n*a.x,y:n*a.y,z:n*a.z})}i(t)}}),!!u&&{passive:!1}),t.glplot.canvas.addEventListener(\"mousemove\",(function(){if(!1!==t.fullSceneLayout.dragmode&&0!==t.camera.mouseListener.buttons){var e=n();t.graphDiv.emit(\"plotly_relayouting\",e)}})),t.staticMode||t.glplot.canvas.addEventListener(\"webglcontextlost\",(function(r){e&&e.emit&&e.emit(\"plotly_webglcontextlost\",{event:r,layer:t.id})}),!1)),t.glplot.oncontextloss=function(){t.recoverContext()},t.glplot.onrender=function(){t.render()},!0},k.render=function(){var t,e=this,r=e.graphDiv,n=e.svgContainer,i=e.container.getBoundingClientRect();r._fullLayout._calcInverseTransform(r);var a=r._fullLayout._invScaleX,o=r._fullLayout._invScaleY,s=i.width*a,l=i.height*o;n.setAttributeNS(null,\"viewBox\",\"0 0 \"+s+\" \"+l),n.setAttributeNS(null,\"width\",s),n.setAttributeNS(null,\"height\",l),b(e),e.glplot.axes.update(e.axesOptions);for(var u=Object.keys(e.traces),c=null,h=e.glplot.selection,v=0;v<u.length;++v)\"skip\"!==(t=e.traces[u[v]]).data.hoverinfo&&t.handlePick(h)&&(c=t),t.setContourLevels&&t.setContourLevels();function g(t,r,n){var i=e.fullSceneLayout[t+\"axis\"];return\"log\"!==i.type&&(r=i.d2l(r)),p.hoverLabelText(i,r,n)}if(null!==c){var m=y(e.glplot.cameraParams,h.dataCoordinate);t=c.data;var x,_=r._fullData[t.index],T=h.index,k={xLabel:g(\"x\",h.traceCoordinate[0],t.xhoverformat),yLabel:g(\"y\",h.traceCoordinate[1],t.yhoverformat),zLabel:g(\"z\",h.traceCoordinate[2],t.zhoverformat)},A=d.castHoverinfo(_,e.fullLayout,T),M=(A||\"\").split(\"+\"),S=A&&\"all\"===A;_.hovertemplate||S||(-1===M.indexOf(\"x\")&&(k.xLabel=void 0),-1===M.indexOf(\"y\")&&(k.yLabel=void 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P=[];d.loneHover({trace:_,x:(.5+.5*m[0]/m[3])*s,y:(.5-.5*m[1]/m[3])*l,xLabel:k.xLabel,yLabel:k.yLabel,zLabel:k.zLabel,text:x,name:c.name,color:d.castHoverOption(_,T,\"bgcolor\")||c.color,borderColor:d.castHoverOption(_,T,\"bordercolor\"),fontFamily:d.castHoverOption(_,T,\"font.family\"),fontSize:d.castHoverOption(_,T,\"font.size\"),fontColor:d.castHoverOption(_,T,\"font.color\"),nameLength:d.castHoverOption(_,T,\"namelength\"),textAlign:d.castHoverOption(_,T,\"align\"),hovertemplate:f.castOption(_,T,\"hovertemplate\"),hovertemplateLabels:f.extendFlat({},L,k),eventData:[L]},{container:n,gd:r,inOut_bbox:P}),L.bbox=P[0]}h.distance<5&&(h.buttons||w)?r.emit(\"plotly_click\",C):r.emit(\"plotly_hover\",C),this.oldEventData=C}else d.loneUnhover(n),this.oldEventData&&r.emit(\"plotly_unhover\",this.oldEventData),this.oldEventData=void 0;e.drawAnnotations(e)},k.recoverContext=function(){var t=this;t.glplot.dispose();var e=function(){t.glplot.gl.isContextLost()?requestAnimationFrame(e):t.initializeGLPlot()?t.plot.apply(t,t.plotArgs):f.error(\"Catastrophic and unrecoverable WebGL error. 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i,a,o,s,l,u,c=e[n.id],f=r[n.id];n.fullLayout=e,n.fullSceneLayout=c,n.axesOptions.merge(e,c),n.spikeOptions.merge(c),n.setViewport(c),n.updateFx(c.dragmode,c.hovermode),n.camera.enableWheel=n.graphDiv._context._scrollZoom.gl3d,n.glplot.setClearColor(v(c.bgcolor)),n.setConvert(l),t?Array.isArray(t)||(t=[t]):t=[];var h=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(o=0;o<t.length;++o)!0===(i=t[o]).visible&&0!==i._length&&S(this,i,h);!function(t,e){for(var r=t.fullSceneLayout,n=r.annotations||[],i=0;i<3;i++)for(var a=M[i],o=a.charAt(0),s=r[a],l=0;l<n.length;l++){var u=n[l];if(u.visible){var c=s.r2l(u[o]);!isNaN(c)&&isFinite(c)&&(e[0][i]=Math.min(e[0][i],c),e[1][i]=Math.max(e[1][i],c))}}}(this,h);var 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A=w[s],E=A.bounds,L=A._trace.data._pad||0;\"ErrorBars\"===A.constructor.name&&l._lowerLogErrorBound?y[0][o]=Math.min(y[0][o],l._lowerLogErrorBound):y[0][o]=Math.min(y[0][o],E[0][o]/p[o]-L),y[1][o]=Math.max(y[1][o],E[1][o]/p[o]+L)}for(s=0;s<T.length;s++){var C=T[s];if(C.visible){var P=l.r2l(C[k]);y[0][o]=Math.min(y[0][o],P),y[1][o]=Math.max(y[1][o],P)}}if(\"rangemode\"in l&&\"tozero\"===l.rangemode&&(y[0][o]=Math.min(y[0][o],0),y[1][o]=Math.max(y[1][o],0)),y[0][o]>y[1][o])y[0][o]=-1,y[1][o]=1;else{var O=y[1][o]-y[0][o];y[0][o]-=O/32,y[1][o]+=O/32}if(b=[y[0][o],y[1][o]],b=_(b,l),y[0][o]=b[0],y[1][o]=b[1],l.isReversed()){var I=y[0][o];y[0][o]=y[1][o],y[1][o]=I}}else b=l.range,y[0][o]=l.r2l(b[0]),y[1][o]=l.r2l(b[1]);y[0][o]===y[1][o]&&(y[0][o]-=1,y[1][o]+=1),m[o]=y[1][o]-y[0][o],l.range=[y[0][o],y[1][o]],l.limitRange(),n.glplot.setBounds(o,{min:l.range[0]*p[o],max:l.range[1]*p[o]})}var D=c.aspectmode;if(\"cube\"===D)g=[1,1,1];else if(\"manual\"===D){var z=c.aspectratio;g=[z.x,z.y,z.z]}else{if(\"auto\"!==D&&\"data\"!==D)throw new Error(\"scene.js aspectRatio was not one of the enumerated types\");var R=[1,1,1];for(o=0;o<3;++o){var F=x[u=(l=c[M[o]]).type];R[o]=Math.pow(F.acc,1/F.count)/p[o]}g=\"data\"===D||Math.max.apply(null,R)/Math.min.apply(null,R)<=4?R:[1,1,1]}c.aspectratio.x=f.aspectratio.x=g[0],c.aspectratio.y=f.aspectratio.y=g[1],c.aspectratio.z=f.aspectratio.z=g[2],n.glplot.setAspectratio(c.aspectratio),n.viewInitial.aspectratio||(n.viewInitial.aspectratio={x:c.aspectratio.x,y:c.aspectratio.y,z:c.aspectratio.z}),n.viewInitial.aspectmode||(n.viewInitial.aspectmode=c.aspectmode);var B=c.domain||null,N=e._size||null;if(B&&N){var j=n.container.style;j.position=\"absolute\",j.left=N.l+B.x[0]*N.w+\"px\",j.top=N.t+(1-B.y[1])*N.h+\"px\",j.width=N.w*(B.x[1]-B.x[0])+\"px\",j.height=N.h*(B.y[1]-B.y[0])+\"px\"}n.glplot.redraw()}},k.destroy=function(){var t=this;t.glplot&&(t.camera.mouseListener.enabled=!1,t.container.removeEventListener(\"wheel\",t.camera.wheelListener),t.camera=null,t.glplot.dispose(),t.container.parentNode.removeChild(t.container),t.glplot=null)},k.getCamera=function(){var t,e=this;return e.camera.view.recalcMatrix(e.camera.view.lastT()),{up:{x:(t=e.camera).up[0],y:t.up[1],z:t.up[2]},center:{x:t.center[0],y:t.center[1],z:t.center[2]},eye:{x:t.eye[0],y:t.eye[1],z:t.eye[2]},projection:{type:!0===t._ortho?\"orthographic\":\"perspective\"}}},k.setViewport=function(t){var e,r=this,n=t.camera;r.camera.lookAt.apply(this,[[(e=n).eye.x,e.eye.y,e.eye.z],[e.center.x,e.center.y,e.center.z],[e.up.x,e.up.y,e.up.z]]),r.glplot.setAspectratio(t.aspectratio),\"orthographic\"===n.projection.type!==r.camera._ortho&&(r.glplot.redraw(),r.glplot.clearRGBA(),r.glplot.dispose(),r.initializeGLPlot())},k.isCameraChanged=function(t){var e=this.getCamera(),r=f.nestedProperty(t,this.id+\".camera\").get();function n(t,e,r,n){var 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B(t,e,r)},N.plot=function(t,e){for(var r=this,n=e[r.id],i=!1,a=0;a<t.length;a++)if(!1===t[a][0].trace.cliponaxis){i=!0;break}r._hasClipOnAxisFalse=i,r.updateLayers(e,n),r.updateLayout(e,n),f.generalUpdatePerTraceModule(r.gd,r,t,n),r.updateFx(e,n),r.isSmith&&(delete n.realaxis.range,delete n.imaginaryaxis.range)},N.updateLayers=function(t,e){var r=this,i=r.isSmith,a=r.layers,o=r.getRadial(e),s=r.getAngular(e),l=S.layerNames,u=l.indexOf(\"frontplot\"),c=l.slice(0,u),f=\"below traces\"===s.layer,h=\"below traces\"===o.layer;f&&c.push(\"angular-line\"),h&&c.push(\"radial-line\"),f&&c.push(\"angular-axis\"),h&&c.push(\"radial-axis\"),c.push(\"frontplot\"),f||c.push(\"angular-line\"),h||c.push(\"radial-line\"),f||c.push(\"angular-axis\"),h||c.push(\"radial-axis\");var p=(i?\"smith\":\"polar\")+\"sublayer\",d=r.framework.selectAll(\".\"+p).data(c,String);d.enter().append(\"g\").attr(\"class\",(function(t){return p+\" \"+t})).each((function(t){var e=a[t]=n.select(this);switch(t){case\"frontplot\":i||e.append(\"g\").classed(\"barlayer\",!0),e.append(\"g\").classed(\"scatterlayer\",!0);break;case\"backplot\":e.append(\"g\").classed(\"maplayer\",!0);break;case\"plotbg\":a.bg=e.append(\"path\");break;case\"radial-grid\":case\"angular-grid\":e.style(\"fill\",\"none\");break;case\"radial-line\":e.append(\"line\").style(\"fill\",\"none\");break;case\"angular-line\":e.append(\"path\").style(\"fill\",\"none\")}})),d.order()},N.updateLayout=function(t,e){var r=this,n=r.layers,i=t._size,a=r.getRadial(e),o=r.getAngular(e),s=e.domain.x,f=e.domain.y;r.xOffset=i.l+i.w*s[0],r.yOffset=i.t+i.h*(1-f[1]);var h=r.xLength=i.w*(s[1]-s[0]),p=r.yLength=i.h*(f[1]-f[0]),d=r.getSector(e);r.sectorInRad=d.map(R);var v,g,y,m,x,b=r.sectorBBox=function(t){var e,r=t[0],n=t[1]-r,i=z(r,360),a=i+n,o=Math.cos(R(i)),s=Math.sin(R(i)),l=Math.cos(R(a)),u=Math.sin(R(a));return 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A,M=r.xOffset2=i.l+i.w*y[0],S=r.yOffset2=i.t+i.h*(1-m[1]),E=r.radius=v/_,L=r.innerRadius=r.getHole(e)*E,C=r.cx=M-E*b[0],P=r.cy=S+E*b[3],O=r.cxx=C-M,I=r.cyy=P-S,D=a.side;\"counterclockwise\"===D?(A=D,D=\"top\"):\"clockwise\"===D&&(A=D,D=\"bottom\"),r.radialAxis=r.mockAxis(t,e,a,{_id:\"x\",side:D,_trueSide:A,domain:[L/i.w,E/i.w]}),r.angularAxis=r.mockAxis(t,e,o,{side:\"right\",domain:[0,Math.PI],autorange:!1}),r.doAutoRange(t,e),r.updateAngularAxis(t,e),r.updateRadialAxis(t,e),r.updateRadialAxisTitle(t,e),r.xaxis=r.mockCartesianAxis(t,e,{_id:\"x\",domain:y}),r.yaxis=r.mockCartesianAxis(t,e,{_id:\"y\",domain:m});var F=r.pathSubplot();r.clipPaths.forTraces.select(\"path\").attr(\"d\",F).attr(\"transform\",l(O,I)),n.frontplot.attr(\"transform\",l(M,S)).call(c.setClipUrl,r._hasClipOnAxisFalse?null:r.clipIds.forTraces,r.gd),n.bg.attr(\"d\",F).attr(\"transform\",l(C,P)).call(u.fill,e.bgcolor)},N.mockAxis=function(t,e,r,n){var i=o.extendFlat({},r,n);return d(i,e,t),i},N.mockCartesianAxis=function(t,e,r){var n=this,i=n.isSmith,a=r._id,s=o.extendFlat({type:\"linear\"},r);p(s,t);var l={x:[0,2],y:[1,3]};return s.setRange=function(){var t=n.sectorBBox,r=l[a],i=n.radialAxis._rl,o=(i[1]-i[0])/(1-n.getHole(e));s.range=[t[r[0]]*o,t[r[1]]*o]},s.isPtWithinRange=\"x\"!==a||i?function(){return!0}:function(t){return n.isPtInside(t)},s.setRange(),s.setScale(),s},N.doAutoRange=function(t,e){var r=this,n=r.gd,i=r.radialAxis,a=r.getRadial(e);v(n,i);var o=i.range;a.range=o.slice(),a._input.range=o.slice(),i._rl=[i.r2l(o[0],null,\"gregorian\"),i.r2l(o[1],null,\"gregorian\")]},N.updateRadialAxis=function(t,e){var r=this,n=r.gd,i=r.layers,a=r.radius,c=r.innerRadius,f=r.cx,p=r.cy,d=r.getRadial(e),v=z(r.getSector(e)[0],360),g=r.radialAxis,y=c<a,m=r.isSmith;m||(r.fillViewInitialKey(\"radialaxis.angle\",d.angle),r.fillViewInitialKey(\"radialaxis.range\",g.range.slice()),g.setGeometry()),\"auto\"===g.tickangle&&v>90&&v<=270&&(g.tickangle=180);var x=m?function(t){var e=I(r,C([t.x,0]));return l(e[0]-f,e[1]-p)}:function(t){return l(g.l2p(t.x)+c,0)},b=m?function(t){return O(r,t.x,-1/0,1/0)}:function(t){return r.pathArc(g.r2p(t.x)+c)},_=j(d);if(r.radialTickLayout!==_&&(i[\"radial-axis\"].selectAll(\".xtick\").remove(),r.radialTickLayout=_),y){g.setScale();var w=0,T=m?(g.tickvals||[]).filter((function(t){return t>=0})).map((function(t){return h.tickText(g,t,!0,!1)})):h.calcTicks(g),k=m?T:h.clipEnds(g,T),A=h.getTickSigns(g)[2];m&&((\"top\"===g.ticks&&\"bottom\"===g.side||\"bottom\"===g.ticks&&\"top\"===g.side)&&(A=-A),\"top\"===g.ticks&&\"top\"===g.side&&(w=-g.ticklen),\"bottom\"===g.ticks&&\"bottom\"===g.side&&(w=g.ticklen)),h.drawTicks(n,g,{vals:T,layer:i[\"radial-axis\"],path:h.makeTickPath(g,0,A),transFn:x,crisp:!1}),h.drawGrid(n,g,{vals:k,layer:i[\"radial-grid\"],path:b,transFn:o.noop,crisp:!1}),h.drawLabels(n,g,{vals:T,layer:i[\"radial-axis\"],transFn:x,labelFns:h.makeLabelFns(g,w)})}var M=r.radialAxisAngle=r.vangles?F(U(R(d.angle),r.vangles)):d.angle,S=l(f,p),E=S+s(-M);V(i[\"radial-axis\"],y&&(d.showticklabels||d.ticks),{transform:E}),V(i[\"radial-grid\"],y&&d.showgrid,{transform:m?\"\":S}),V(i[\"radial-line\"].select(\"line\"),y&&d.showline,{x1:m?-a:c,y1:0,x2:a,y2:0,transform:E}).attr(\"stroke-width\",d.linewidth).call(u.stroke,d.linecolor)},N.updateRadialAxisTitle=function(t,e,r){if(!this.isSmith){var n=this,i=n.gd,a=n.radius,o=n.cx,s=n.cy,l=n.getRadial(e),u=n.id+\"title\",f=0;if(l.title){var h=c.bBox(n.layers[\"radial-axis\"].node()).height,p=l.title.font.size,d=l.side;f=\"top\"===d?p:\"counterclockwise\"===d?-(h+.4*p):h+.8*p}var v=void 0!==r?r:n.radialAxisAngle,g=R(v),y=Math.cos(g),m=Math.sin(g),b=o+a/2*y+f*m,_=s-a/2*m+f*y;n.layers[\"radial-axis-title\"]=x.draw(i,u,{propContainer:l,propName:n.id+\".radialaxis.title\",placeholder:D(i,\"Click to enter radial axis 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e=y(t),r=Math.cos(e),n=Math.sin(e);return\"M\"+[f+c*r,p-c*n]+\"L\"+[f+a*r,p-a*n]},w=h.makeLabelFns(v,0).labelStandoff,T={xFn:function(t){var e=y(t);return Math.cos(e)*w},yFn:function(t){var e=y(t),r=Math.sin(e)>0?.2:1;return-Math.sin(e)*(w+t.fontSize*r)+Math.abs(Math.cos(e))*(t.fontSize*M)},anchorFn:function(t){var e=y(t),r=Math.cos(e);return Math.abs(r)<.1?\"middle\":r>0?\"start\":\"end\"},heightFn:function(t,e,r){var n=y(t);return-.5*(1+Math.sin(n))*r}},k=j(d);r.angularTickLayout!==k&&(i[\"angular-axis\"].selectAll(\".\"+v._id+\"tick\").remove(),r.angularTickLayout=k);var A,S=g?[1/0].concat(v.tickvals||[]).map((function(t){return h.tickText(v,t,!0,!1)})):h.calcTicks(v);if(g&&(S[0].text=\"∞\",S[0].fontSize*=1.75),\"linear\"===e.gridshape?(A=S.map(y),o.angleDelta(A[0],A[1])<0&&(A=A.slice().reverse())):A=null,r.vangles=A,\"category\"===v.type&&(S=S.filter((function(t){return o.isAngleInsideSector(y(t),r.sectorInRad)}))),v.visible){var E=\"inside\"===v.ticks?-1:1,L=(v.linewidth||1)/2;h.drawTicks(n,v,{vals:S,layer:i[\"angular-axis\"],path:\"M\"+E*L+\",0h\"+E*v.ticklen,transFn:b,crisp:!1}),h.drawGrid(n,v,{vals:S,layer:i[\"angular-grid\"],path:_,transFn:o.noop,crisp:!1}),h.drawLabels(n,v,{vals:S,layer:i[\"angular-axis\"],repositionOnUpdate:!0,transFn:x,labelFns:T})}V(i[\"angular-line\"].select(\"path\"),d.showline,{d:r.pathSubplot(),transform:l(f,p)}).attr(\"stroke-width\",d.linewidth).call(u.stroke,d.linecolor)},N.updateFx=function(t,e){this.gd._context.staticPlot||(!this.isSmith&&(this.updateAngularDrag(t),this.updateRadialDrag(t,e,0),this.updateRadialDrag(t,e,1)),this.updateHoverAndMainDrag(t))},N.updateHoverAndMainDrag=function(t){var e,r,s=this,u=s.isSmith,c=s.gd,f=s.layers,h=t._zoomlayer,p=S.MINZOOM,d=S.OFFEDGE,v=s.radius,x=s.innerRadius,T=s.cx,k=s.cy,A=s.cxx,M=s.cyy,L=s.sectorInRad,C=s.vangles,P=s.radialAxis,O=E.clampTiny,I=E.findXYatLength,D=E.findEnclosingVertexAngles,z=S.cornerHalfWidth,R=S.cornerLen/2,F=g.makeDragger(f,\"path\",\"maindrag\",!1===t.dragmode?\"none\":\"crosshair\");n.select(F).attr(\"d\",s.pathSubplot()).attr(\"transform\",l(T,k)),F.onmousemove=function(t){m.hover(c,t,s.id),c._fullLayout._lasthover=F,c._fullLayout._hoversubplot=s.id},F.onmouseout=function(t){c._dragging||y.unhover(c,t)};var B,N,j,U,V,H,q,G,Z,Y={element:F,gd:c,subplot:s.id,plotinfo:{id:s.id,xaxis:s.xaxis,yaxis:s.yaxis},xaxes:[s.xaxis],yaxes:[s.yaxis]};function W(t,e){return Math.sqrt(t*t+e*e)}function X(t,e){return W(t-A,e-M)}function J(t,e){return Math.atan2(M-e,t-A)}function K(t,e){return[t*Math.cos(e),t*Math.sin(-e)]}function $(t,e){if(0===t)return s.pathSector(2*z);var r=R/t,n=e-r,i=e+r,a=Math.max(0,Math.min(t,v)),o=a-z,l=a+z;return\"M\"+K(o,n)+\"A\"+[o,o]+\" 0,0,0 \"+K(o,i)+\"L\"+K(l,i)+\"A\"+[l,l]+\" 0,0,1 \"+K(l,n)+\"Z\"}function Q(t,e,r){if(0===t)return s.pathSector(2*z);var n,i,a=K(t,e),o=K(t,r),l=O((a[0]+o[0])/2),u=O((a[1]+o[1])/2);if(l&&u){var c=u/l,f=-1/c,h=I(z,c,l,u);n=I(R,f,h[0][0],h[0][1]),i=I(R,f,h[1][0],h[1][1])}else{var p,d;u?(p=R,d=z):(p=z,d=R),n=[[l-p,u-d],[l+p,u-d]],i=[[l-p,u+d],[l+p,u+d]]}return\"M\"+n.join(\"L\")+\"L\"+i.reverse().join(\"L\")+\"Z\"}function tt(t,e){return e=Math.max(Math.min(e,v),x),t<d?t=0:v-t<d?t=v:e<d?e=0:v-e<d&&(e=v),Math.abs(e-t)>p?(t<e?(j=t,U=e):(j=e,U=t),!0):(j=null,U=null,!1)}function et(t,e){t=t||V,e=e||\"M0,0Z\",G.attr(\"d\",t),Z.attr(\"d\",e),g.transitionZoombox(G,Z,H,q),H=!0;var r={};ot(r),c.emit(\"plotly_relayouting\",r)}function rt(t,n){var i,a,o=B+(t*=e),l=N+(n*=r),u=X(B,N),c=Math.min(X(o,l),v),f=J(B,N);tt(u,c)&&(i=V+s.pathSector(U),j&&(i+=s.pathSector(j)),a=$(j,f)+$(U,f)),et(i,a)}function 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n=r(39898),i=r(84267),a=r(73972),o=r(71828),s=o.strTranslate,l=o._,u=r(7901),c=r(91424),f=r(21994),h=r(1426).extendFlat,p=r(74875),d=r(89298),v=r(28569),g=r(30211),y=r(64505),m=y.freeMode,x=y.rectMode,b=r(92998),_=r(47322).prepSelect,w=r(47322).selectOnClick,T=r(47322).clearOutline,k=r(47322).clearSelectionsCache,A=r(85555);function M(t,e){this.id=t.id,this.graphDiv=t.graphDiv,this.init(e),this.makeFramework(e),this.aTickLayout=null,this.bTickLayout=null,this.cTickLayout=null}t.exports=M;var S=M.prototype;S.init=function(t){this.container=t._ternarylayer,this.defs=t._defs,this.layoutId=t._uid,this.traceHash={},this.layers={}},S.plot=function(t,e){var r=this,n=e[r.id],i=e._size;r._hasClipOnAxisFalse=!1;for(var a=0;a<t.length;a++)if(!1===t[a][0].trace.cliponaxis){r._hasClipOnAxisFalse=!0;break}r.updateLayers(n),r.adjustLayout(n,i),p.generalUpdatePerTraceModule(r.graphDiv,r,t,n),r.layers.plotbg.select(\"path\").call(u.fill,n.bgcolor)},S.makeFramework=function(t){var e=this,r=e.graphDiv,n=t[e.id],i=e.clipId=\"clip\"+e.layoutId+e.id,a=e.clipIdRelative=\"clip-relative\"+e.layoutId+e.id;e.clipDef=o.ensureSingleById(t._clips,\"clipPath\",i,(function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")})),e.clipDefRelative=o.ensureSingleById(t._clips,\"clipPath\",a,(function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")})),e.plotContainer=o.ensureSingle(e.container,\"g\",e.id),e.updateLayers(n),c.setClipUrl(e.layers.backplot,i,r),c.setClipUrl(e.layers.grids,i,r)},S.updateLayers=function(t){var e=this.layers,r=[\"draglayer\",\"plotbg\",\"backplot\",\"grids\"];\"below traces\"===t.aaxis.layer&&r.push(\"aaxis\",\"aline\"),\"below traces\"===t.baxis.layer&&r.push(\"baxis\",\"bline\"),\"below traces\"===t.caxis.layer&&r.push(\"caxis\",\"cline\"),r.push(\"frontplot\"),\"above traces\"===t.aaxis.layer&&r.push(\"aaxis\",\"aline\"),\"above traces\"===t.baxis.layer&&r.push(\"baxis\",\"bline\"),\"above traces\"===t.caxis.layer&&r.push(\"caxis\",\"cline\");var i=this.plotContainer.selectAll(\"g.toplevel\").data(r,String),a=[\"agrid\",\"bgrid\",\"cgrid\"];i.enter().append(\"g\").attr(\"class\",(function(t){return\"toplevel \"+t})).each((function(t){var r=n.select(this);e[t]=r,\"frontplot\"===t?r.append(\"g\").classed(\"scatterlayer\",!0):\"backplot\"===t?r.append(\"g\").classed(\"maplayer\",!0):\"plotbg\"===t?r.append(\"path\").attr(\"d\",\"M0,0Z\"):\"aline\"===t||\"bline\"===t||\"cline\"===t?r.append(\"path\"):\"grids\"===t&&a.forEach((function(t){e[t]=r.append(\"g\").classed(\"grid \"+t,!0)}))})),i.order()};var E=Math.sqrt(4/3);S.adjustLayout=function(t,e){var r,n,i,a,o,l,p=this,d=t.domain,v=(d.x[0]+d.x[1])/2,g=(d.y[0]+d.y[1])/2,y=d.x[1]-d.x[0],m=d.y[1]-d.y[0],x=y*e.w,b=m*e.h,_=t.sum,w=t.aaxis.min,T=t.baxis.min,k=t.caxis.min;x>E*b?i=(a=b)*E:a=(i=x)/E,o=y*i/x,l=m*a/b,r=e.l+e.w*v-i/2,n=e.t+e.h*(1-g)-a/2,p.x0=r,p.y0=n,p.w=i,p.h=a,p.sum=_,p.xaxis={type:\"linear\",range:[w+2*k-_,_-w-2*T],domain:[v-o/2,v+o/2],_id:\"x\"},f(p.xaxis,p.graphDiv._fullLayout),p.xaxis.setScale(),p.xaxis.isPtWithinRange=function(t){return t.a>=p.aaxis.range[0]&&t.a<=p.aaxis.range[1]&&t.b>=p.baxis.range[1]&&t.b<=p.baxis.range[0]&&t.c>=p.caxis.range[1]&&t.c<=p.caxis.range[0]},p.yaxis={type:\"linear\",range:[w,_-T-k],domain:[g-l/2,g+l/2],_id:\"y\"},f(p.yaxis,p.graphDiv._fullLayout),p.yaxis.setScale(),p.yaxis.isPtWithinRange=function(){return!0};var A=p.yaxis.domain[0],M=p.aaxis=h({},t.aaxis,{range:[w,_-T-k],side:\"left\",tickangle:(+t.aaxis.tickangle||0)-30,domain:[A,A+l*E],anchor:\"free\",position:0,_id:\"y\",_length:i});f(M,p.graphDiv._fullLayout),M.setScale();var S=p.baxis=h({},t.baxis,{range:[_-w-k,T],side:\"bottom\",domain:p.xaxis.domain,anchor:\"free\",position:0,_id:\"x\",_length:i});f(S,p.graphDiv._fullLayout),S.setScale();var L=p.caxis=h({},t.caxis,{range:[_-w-T,k],side:\"right\",tickangle:(+t.caxis.tickangle||0)+30,domain:[A,A+l*E],anchor:\"free\",position:0,_id:\"y\",_length:i});f(L,p.graphDiv._fullLayout),L.setScale();var C=\"M\"+r+\",\"+(n+a)+\"h\"+i+\"l-\"+i/2+\",-\"+a+\"Z\";p.clipDef.select(\"path\").attr(\"d\",C),p.layers.plotbg.select(\"path\").attr(\"d\",C);var P=\"M0,\"+a+\"h\"+i+\"l-\"+i/2+\",-\"+a+\"Z\";p.clipDefRelative.select(\"path\").attr(\"d\",P);var O=s(r,n);p.plotContainer.selectAll(\".scatterlayer,.maplayer\").attr(\"transform\",O),p.clipDefRelative.select(\"path\").attr(\"transform\",null);var I=s(r-S._offset,n+a);p.layers.baxis.attr(\"transform\",I),p.layers.bgrid.attr(\"transform\",I);var D=s(r+i/2,n)+\"rotate(30)\"+s(0,-M._offset);p.layers.aaxis.attr(\"transform\",D),p.layers.agrid.attr(\"transform\",D);var z=s(r+i/2,n)+\"rotate(-30)\"+s(0,-L._offset);p.layers.caxis.attr(\"transform\",z),p.layers.cgrid.attr(\"transform\",z),p.drawAxes(!0),p.layers.aline.select(\"path\").attr(\"d\",M.showline?\"M\"+r+\",\"+(n+a)+\"l\"+i/2+\",-\"+a:\"M0,0\").call(u.stroke,M.linecolor||\"#000\").style(\"stroke-width\",(M.linewidth||0)+\"px\"),p.layers.bline.select(\"path\").attr(\"d\",S.showline?\"M\"+r+\",\"+(n+a)+\"h\"+i:\"M0,0\").call(u.stroke,S.linecolor||\"#000\").style(\"stroke-width\",(S.linewidth||0)+\"px\"),p.layers.cline.select(\"path\").attr(\"d\",L.showline?\"M\"+(r+i/2)+\",\"+n+\"l\"+i/2+\",\"+a:\"M0,0\").call(u.stroke,L.linecolor||\"#000\").style(\"stroke-width\",(L.linewidth||0)+\"px\"),p.graphDiv._context.staticPlot||p.initInteractions(),c.setClipUrl(p.layers.frontplot,p._hasClipOnAxisFalse?null:p.clipId,p.graphDiv)},S.drawAxes=function(t){var e=this,r=e.graphDiv,n=e.id.substr(7)+\"title\",i=e.layers,a=e.aaxis,o=e.baxis,s=e.caxis;if(e.drawAx(a),e.drawAx(o),e.drawAx(s),t){var u=Math.max(a.showticklabels?a.tickfont.size/2:0,(s.showticklabels?.75*s.tickfont.size:0)+(\"outside\"===s.ticks?.87*s.ticklen:0)),c=(o.showticklabels?o.tickfont.size:0)+(\"outside\"===o.ticks?o.ticklen:0)+3;i[\"a-title\"]=b.draw(r,\"a\"+n,{propContainer:a,propName:e.id+\".aaxis.title\",placeholder:l(r,\"Click to enter Component A title\"),attributes:{x:e.x0+e.w/2,y:e.y0-a.title.font.size/3-u,\"text-anchor\":\"middle\"}}),i[\"b-title\"]=b.draw(r,\"b\"+n,{propContainer:o,propName:e.id+\".baxis.title\",placeholder:l(r,\"Click to enter Component B title\"),attributes:{x:e.x0-c,y:e.y0+e.h+.83*o.title.font.size+c,\"text-anchor\":\"middle\"}}),i[\"c-title\"]=b.draw(r,\"c\"+n,{propContainer:s,propName:e.id+\".caxis.title\",placeholder:l(r,\"Click to enter Component C title\"),attributes:{x:e.x0+e.w+c,y:e.y0+e.h+.83*s.title.font.size+c,\"text-anchor\":\"middle\"}})}},S.drawAx=function(t){var e,r=this,n=r.graphDiv,i=t._name,a=i.charAt(0),s=t._id,l=r.layers[i],u=a+\"tickLayout\",c=(e=t).ticks+String(e.ticklen)+String(e.showticklabels);r[u]!==c&&(l.selectAll(\".\"+s+\"tick\").remove(),r[u]=c),t.setScale();var f=d.calcTicks(t),h=d.clipEnds(t,f),p=d.makeTransTickFn(t),v=d.getTickSigns(t)[2],g=o.deg2rad(30),y=v*(t.linewidth||1)/2,m=v*t.ticklen,x=r.w,b=r.h,_=\"b\"===a?\"M0,\"+y+\"l\"+Math.sin(g)*m+\",\"+Math.cos(g)*m:\"M\"+y+\",0l\"+Math.cos(g)*m+\",\"+-Math.sin(g)*m,w={a:\"M0,0l\"+b+\",-\"+x/2,b:\"M0,0l-\"+x/2+\",-\"+b,c:\"M0,0l-\"+b+\",\"+x/2}[a];d.drawTicks(n,t,{vals:\"inside\"===t.ticks?h:f,layer:l,path:_,transFn:p,crisp:!1}),d.drawGrid(n,t,{vals:h,layer:r.layers[a+\"grid\"],path:w,transFn:p,crisp:!1}),d.drawLabels(n,t,{vals:f,layer:l,transFn:p,labelFns:d.makeLabelFns(t,0,30)})};var L=A.MINZOOM/2+.87,C=\"m-0.87,.5h\"+L+\"v3h-\"+(L+5.2)+\"l\"+(L/2+2.6)+\",-\"+(.87*L+4.5)+\"l2.6,1.5l-\"+L/2+\",\"+.87*L+\"Z\",P=\"m0.87,.5h-\"+L+\"v3h\"+(L+5.2)+\"l-\"+(L/2+2.6)+\",-\"+(.87*L+4.5)+\"l-2.6,1.5l\"+L/2+\",\"+.87*L+\"Z\",O=\"m0,1l\"+L/2+\",\"+.87*L+\"l2.6,-1.5l-\"+(L/2+2.6)+\",-\"+(.87*L+4.5)+\"l-\"+(L/2+2.6)+\",\"+(.87*L+4.5)+\"l2.6,1.5l\"+L/2+\",-\"+.87*L+\"Z\",I=!0;function D(t){n.select(t).selectAll(\".zoombox,.js-zoombox-backdrop,.js-zoombox-menu,.zoombox-corners\").remove()}S.clearOutline=function(){k(this.dragOptions),T(this.dragOptions.gd)},S.initInteractions=function(){var t,e,r,n,f,h,p,d,y,b,T,k,M=this,S=M.layers.plotbg.select(\"path\").node(),L=M.graphDiv,z=L._fullLayout._zoomlayer;function R(t){var e={};return e[M.id+\".aaxis.min\"]=t.a,e[M.id+\".baxis.min\"]=t.b,e[M.id+\".caxis.min\"]=t.c,e}function F(t,e){var r=L._fullLayout.clickmode;D(L),2===t&&(L.emit(\"plotly_doubleclick\",null),a.call(\"_guiRelayout\",L,R({a:0,b:0,c:0}))),r.indexOf(\"select\")>-1&&1===t&&w(e,L,[M.xaxis],[M.yaxis],M.id,M.dragOptions),r.indexOf(\"event\")>-1&&g.click(L,e,M.id)}function B(t,e){return 1-e/M.h}function N(t,e){return 1-(t+(M.h-e)/Math.sqrt(3))/M.w}function j(t,e){return(t-(M.h-e)/Math.sqrt(3))/M.w}function U(i,a){var o=r+i*t,s=n+a*e,l=Math.max(0,Math.min(1,B(0,n),B(0,s))),u=Math.max(0,Math.min(1,N(r,n),N(o,s))),c=Math.max(0,Math.min(1,j(r,n),j(o,s))),v=(l/2+c)*M.w,g=(1-l/2-u)*M.w,m=(v+g)/2,x=g-v,_=(1-l)*M.h,w=_-x/E;x<A.MINZOOM?(p=f,T.attr(\"d\",y),k.attr(\"d\",\"M0,0Z\")):(p={a:f.a+l*h,b:f.b+u*h,c:f.c+c*h},T.attr(\"d\",y+\"M\"+v+\",\"+_+\"H\"+g+\"L\"+m+\",\"+w+\"L\"+v+\",\"+_+\"Z\"),k.attr(\"d\",\"M\"+r+\",\"+n+\"m0.5,0.5h5v-2h-5v-5h-2v5h-5v2h5v5h2ZM\"+v+\",\"+_+C+\"M\"+g+\",\"+_+P+\"M\"+m+\",\"+w+O)),b||(T.transition().style(\"fill\",d>.2?\"rgba(0,0,0,0.4)\":\"rgba(255,255,255,0.3)\").duration(200),k.transition().style(\"opacity\",1).duration(200),b=!0),L.emit(\"plotly_relayouting\",R(p))}function V(){D(L),p!==f&&(a.call(\"_guiRelayout\",L,R(p)),I&&L.data&&L._context.showTips&&(o.notifier(l(L,\"Double-click to zoom back out\"),\"long\"),I=!1))}function H(t,e){var r=t/M.xaxis._m,n=e/M.yaxis._m,i=[(p={a:f.a-n,b:f.b+(r+n)/2,c:f.c-(r-n)/2}).a,p.b,p.c].sort(o.sorterAsc),a=i.indexOf(p.a),l=i.indexOf(p.b),u=i.indexOf(p.c);i[0]<0&&(i[1]+i[0]/2<0?(i[2]+=i[0]+i[1],i[0]=i[1]=0):(i[2]+=i[0]/2,i[1]+=i[0]/2,i[0]=0),p={a:i[a],b:i[l],c:i[u]},e=(f.a-p.a)*M.yaxis._m,t=(f.c-p.c-f.b+p.b)*M.xaxis._m);var h=s(M.x0+t,M.y0+e);M.plotContainer.selectAll(\".scatterlayer,.maplayer\").attr(\"transform\",h);var d=s(-t,-e);M.clipDefRelative.select(\"path\").attr(\"transform\",d),M.aaxis.range=[p.a,M.sum-p.b-p.c],M.baxis.range=[M.sum-p.a-p.c,p.b],M.caxis.range=[M.sum-p.a-p.b,p.c],M.drawAxes(!1),M._hasClipOnAxisFalse&&M.plotContainer.select(\".scatterlayer\").selectAll(\".trace\").call(c.hideOutsideRangePoints,M),L.emit(\"plotly_relayouting\",R(p))}function q(){a.call(\"_guiRelayout\",L,R(p))}this.dragOptions={element:S,gd:L,plotinfo:{id:M.id,domain:L._fullLayout[M.id].domain,xaxis:M.xaxis,yaxis:M.yaxis},subplot:M.id,prepFn:function(a,l,c){M.dragOptions.xaxes=[M.xaxis],M.dragOptions.yaxes=[M.yaxis],t=L._fullLayout._invScaleX,e=L._fullLayout._invScaleY;var v=M.dragOptions.dragmode=L._fullLayout.dragmode;m(v)?M.dragOptions.minDrag=1:M.dragOptions.minDrag=void 0,\"zoom\"===v?(M.dragOptions.moveFn=U,M.dragOptions.clickFn=F,M.dragOptions.doneFn=V,function(t,e,a){var l=S.getBoundingClientRect();r=e-l.left,n=a-l.top,L._fullLayout._calcInverseTransform(L);var c=L._fullLayout._invTransform,v=o.apply3DTransform(c)(r,n);r=v[0],n=v[1],f={a:M.aaxis.range[0],b:M.baxis.range[1],c:M.caxis.range[1]},p=f,h=M.aaxis.range[1]-f.a,d=i(M.graphDiv._fullLayout[M.id].bgcolor).getLuminance(),y=\"M0,\"+M.h+\"L\"+M.w/2+\", 0L\"+M.w+\",\"+M.h+\"Z\",b=!1,T=z.append(\"path\").attr(\"class\",\"zoombox\").attr(\"transform\",s(M.x0,M.y0)).style({fill:d>.2?\"rgba(0,0,0,0)\":\"rgba(255,255,255,0)\",\"stroke-width\":0}).attr(\"d\",y),k=z.append(\"path\").attr(\"class\",\"zoombox-corners\").attr(\"transform\",s(M.x0,M.y0)).style({fill:u.background,stroke:u.defaultLine,\"stroke-width\":1,opacity:0}).attr(\"d\",\"M0,0Z\"),M.clearOutline(L)}(0,l,c)):\"pan\"===v?(M.dragOptions.moveFn=H,M.dragOptions.clickFn=F,M.dragOptions.doneFn=q,f={a:M.aaxis.range[0],b:M.baxis.range[1],c:M.caxis.range[1]},p=f,M.clearOutline(L)):(x(v)||m(v))&&_(a,l,c,M.dragOptions,v)}},S.onmousemove=function(t){g.hover(L,t,M.id),L._fullLayout._lasthover=S,L._fullLayout._hoversubplot=M.id},S.onmouseout=function(t){L._dragging||v.unhover(L,t)},v.init(this.dragOptions)}},73972:function(t,e,r){\"use strict\";var n=r(47769),i=r(64213),a=r(75138),o=r(41965),s=r(24401).addStyleRule,l=r(1426),u=r(9012),c=r(10820),f=l.extendFlat,h=l.extendDeepAll;function 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f=n(a);this.distinctPositions=f.vals,1===f.vals.length&&r!==1/0?this.minDiff=r:this.minDiff=Math.min(f.minDiff,r);var h=(e.posAxis||{}).type;\"category\"!==h&&\"multicategory\"!==h||(this.minDiff=1),this.binWidth=this.minDiff,this.bins={}}i.prototype.put=function(t,e){var r=this.getLabel(t,e),n=this.bins[r]||0;return this.bins[r]=n+e,n},i.prototype.get=function(t,e){var r=this.getLabel(t,e);return this.bins[r]||0},i.prototype.getLabel=function(t,e){return(e<0&&this.sepNegVal?\"v\":\"^\")+(this.overlapNoMerge?t:Math.round(t/this.binWidth))}},16688:function(t,e,r){\"use strict\";var n=r(39898),i=r(7901),a=r(91424),o=r(71828),s=r(73972),l=r(72597).resizeText,u=r(1486),c=u.textfont,f=u.insidetextfont,h=u.outsidetextfont,p=r(69383);function d(t,e,r){a.pointStyle(t.selectAll(\"path\"),e,r),v(t,e,r)}function v(t,e,r){t.selectAll(\"text\").each((function(t){var i=n.select(this),s=o.ensureUniformFontSize(r,g(i,t,e,r));a.font(i,s)}))}function g(t,e,r,n){var 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n=r(7901),i=r(52075).hasColorscale,a=r(1586),o=r(71828).coercePattern;t.exports=function(t,e,r,s,l){var u=r(\"marker.color\",s),c=i(t,\"marker\");c&&a(t,e,l,r,{prefix:\"marker.\",cLetter:\"c\"}),r(\"marker.line.color\",n.defaultLine),i(t,\"marker.line\")&&a(t,e,l,r,{prefix:\"marker.line.\",cLetter:\"c\"}),r(\"marker.line.width\"),r(\"marker.opacity\"),o(r,\"marker.pattern\",u,c),r(\"selected.marker.color\"),r(\"unselected.marker.color\")}},72597:function(t,e,r){\"use strict\";var n=r(39898),i=r(71828);function a(t){return\"_\"+t+\"Text_minsize\"}t.exports={recordMinTextSize:function(t,e,r){if(r.uniformtext.mode){var n=a(t),i=r.uniformtext.minsize,o=e.scale*e.fontSize;e.hide=o<i,r[n]=r[n]||1/0,e.hide||(r[n]=Math.min(r[n],Math.max(o,i)))}},clearMinTextSize:function(t,e){e[a(t)]=void 0},resizeText:function(t,e,r){var a=t._fullLayout,o=a[\"_\"+r+\"Text_minsize\"];if(o){var 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i,a=t.cd[0].trace.hoveron,o=[];return-1!==a.indexOf(\"boxes\")&&(o=o.concat(l(t,e,r,n))),-1!==a.indexOf(\"points\")&&(i=u(t,e,r)),\"closest\"===n?i?[i]:o:i?(o.push(i),o):o},hoverOnBoxes:l,hoverOnPoints:u}},83832:function(t,e,r){\"use strict\";t.exports={attributes:r(53522),layoutAttributes:r(40094),supplyDefaults:r(36411).supplyDefaults,crossTraceDefaults:r(36411).crossTraceDefaults,supplyLayoutDefaults:r(4199).supplyLayoutDefaults,calc:r(48518),crossTraceCalc:r(37188).crossTraceCalc,plot:r(86047).plot,style:r(58063).style,styleOnSelect:r(58063).styleOnSelect,hoverPoints:r(41868).hoverPoints,eventData:r(74907),selectPoints:r(24626),moduleType:\"trace\",name:\"box\",basePlotModule:r(93612),categories:[\"cartesian\",\"svg\",\"symbols\",\"oriented\",\"box-violin\",\"showLegend\",\"boxLayout\",\"zoomScale\"],meta:{}}},40094:function(t){\"use 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b=t.selectAll(\"path.box\").data(\"violin\"!==r.type||r.box.visible?i.identity:[]);b.enter().append(\"path\").style(\"vector-effect\",o?\"none\":\"non-scaling-stroke\").attr(\"class\",\"box\"),b.exit().remove(),b.each((function(t){if(t.empty)return n.select(this).attr(\"d\",\"M0,0Z\");var e=f.c2l(t.pos+p,!0),a=f.l2p(e-s)+v,o=f.l2p(e+l)+v,b=h?(a+o)/2:f.l2p(e)+v,_=r.whiskerwidth,w=h?a*_+(1-_)*b:f.l2p(e-d)+v,T=h?o*_+(1-_)*b:f.l2p(e+d)+v,k=f.l2p(e-s*x)+v,A=f.l2p(e+l*x)+v,M=\"sd\"===r.sizemode,S=c.c2p(M?t.mean-t.sd:t.q1,!0),E=M?c.c2p(t.mean+t.sd,!0):c.c2p(t.q3,!0),L=i.constrain(M?c.c2p(t.mean,!0):c.c2p(t.med,!0),Math.min(S,E)+1,Math.max(S,E)-1),C=void 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t.forEach((function(t){t.t=n,t.trace=r})),t}:[]);f.enter().append(\"g\").attr(\"class\",\"points\"),f.exit().remove();var h=f.selectAll(\"path\").data((function(t){var e,n,a=t.pts2,o=Math.max((t.max-t.min)/10,t.q3-t.q1),s=1e-9*o,f=.01*o,h=[],p=0;if(r.jitter){if(0===o)for(p=1,h=new Array(a.length),e=0;e<a.length;e++)h[e]=1;else for(e=0;e<a.length;e++){var d=Math.max(0,e-5),v=a[d].v,g=Math.min(a.length-1,e+5),y=a[g].v;\"all\"!==c&&(a[e].v<t.lf?y=Math.min(y,t.lf):v=Math.max(v,t.uf));var m=Math.sqrt(f*(g-d)/(y-v+s))||0;m=i.constrain(Math.abs(m),0,1),h.push(m),p=Math.max(m,p)}n=2*r.jitter/(p||1)}for(e=0;e<a.length;e++){var x=a[e],b=x.v,_=r.jitter?n*h[e]*(i.pseudoRandom()-.5):0,w=t.pos+u+l*(r.pointpos+_);\"h\"===r.orientation?(x.y=w,x.x=b):(x.x=w,x.y=b),\"suspectedoutliers\"===c&&b<t.uo&&b>t.lo&&(x.so=!0)}return a}));h.enter().append(\"path\").classed(\"point\",!0),h.exit().remove(),h.call(a.translatePoints,o,s)}function l(t,e,r,a){var o,s,l=e.val,u=e.pos,c=!!u.rangebreaks,f=a.bPos,h=a.bPosPxOffset||0,p=r.boxmean||(r.meanline||{}).visible;Array.isArray(a.bdPos)?(o=a.bdPos[0],s=a.bdPos[1]):(o=a.bdPos,s=a.bdPos);var d=t.selectAll(\"path.mean\").data(\"box\"===r.type&&r.boxmean||\"violin\"===r.type&&r.box.visible&&r.meanline.visible?i.identity:[]);d.enter().append(\"path\").attr(\"class\",\"mean\").style({fill:\"none\",\"vector-effect\":\"non-scaling-stroke\"}),d.exit().remove(),d.each((function(t){var e=u.c2l(t.pos+f,!0),i=u.l2p(e-o)+h,a=u.l2p(e+s)+h,d=c?(i+a)/2:u.l2p(e)+h,v=l.c2p(t.mean,!0),g=l.c2p(t.mean-t.sd,!0),y=l.c2p(t.mean+t.sd,!0);\"h\"===r.orientation?n.select(this).attr(\"d\",\"M\"+v+\",\"+i+\"V\"+a+(\"sd\"===p?\"m0,0L\"+g+\",\"+d+\"L\"+v+\",\"+i+\"L\"+y+\",\"+d+\"Z\":\"\")):n.select(this).attr(\"d\",\"M\"+i+\",\"+v+\"H\"+a+(\"sd\"===p?\"m0,0L\"+d+\",\"+g+\"L\"+i+\",\"+v+\"L\"+d+\",\"+y+\"Z\":\"\"))}))}t.exports={plot:function(t,e,r,a){var u=t._context.staticPlot,c=e.xaxis,f=e.yaxis;i.makeTraceGroups(a,r,\"trace boxes\").each((function(t){var e,r,i=n.select(this),a=t[0],h=a.t,p=a.trace;h.wdPos=h.bdPos*p.whiskerwidth,!0!==p.visible||h.empty?i.remove():(\"h\"===p.orientation?(e=f,r=c):(e=c,r=f),o(i,{pos:e,val:r},p,h,u),s(i,{x:c,y:f},p,h),l(i,{pos:e,val:r},p,h))}))},plotBoxAndWhiskers:o,plotPoints:s,plotBoxMean:l}},24626:function(t){\"use strict\";t.exports=function(t,e){var r,n,i=t.cd,a=t.xaxis,o=t.yaxis,s=[];if(!1===e)for(r=0;r<i.length;r++)for(n=0;n<(i[r].pts||[]).length;n++)i[r].pts[n].selected=0;else for(r=0;r<i.length;r++)for(n=0;n<(i[r].pts||[]).length;n++){var l=i[r].pts[n],u=a.c2p(l.x),c=o.c2p(l.y);e.contains([u,c],null,l.i,t)?(s.push({pointNumber:l.i,x:a.c2d(l.x),y:o.c2d(l.y)}),l.selected=1):l.selected=0}return s}},58063:function(t,e,r){\"use strict\";var n=r(39898),i=r(7901),a=r(91424);t.exports={style:function(t,e,r){var o=r||n.select(t).selectAll(\"g.trace.boxes\");o.style(\"opacity\",(function(t){return 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n=r(82196),i=r(9012),a=r(41940),o=r(12663).axisHoverFormat,s=r(5386).fF,l=r(5386).si,u=r(50693),c=r(1426).extendFlat;t.exports=c({z:{valType:\"data_array\",editType:\"calc\"},x:c({},n.x,{impliedEdits:{xtype:\"array\"}}),x0:c({},n.x0,{impliedEdits:{xtype:\"scaled\"}}),dx:c({},n.dx,{impliedEdits:{xtype:\"scaled\"}}),y:c({},n.y,{impliedEdits:{ytype:\"array\"}}),y0:c({},n.y0,{impliedEdits:{ytype:\"scaled\"}}),dy:c({},n.dy,{impliedEdits:{ytype:\"scaled\"}}),xperiod:c({},n.xperiod,{impliedEdits:{xtype:\"scaled\"}}),yperiod:c({},n.yperiod,{impliedEdits:{ytype:\"scaled\"}}),xperiod0:c({},n.xperiod0,{impliedEdits:{xtype:\"scaled\"}}),yperiod0:c({},n.yperiod0,{impliedEdits:{ytype:\"scaled\"}}),xperiodalignment:c({},n.xperiodalignment,{impliedEdits:{xtype:\"scaled\"}}),yperiodalignment:c({},n.yperiodalignment,{impliedEdits:{ytype:\"scaled\"}}),text:{valType:\"data_array\",editType:\"calc\"},hovertext:{valType:\"data_array\",editType:\"calc\"},transpose:{valType:\"boolean\",dflt:!1,editType:\"calc\"},xtype:{valType:\"enumerated\",values:[\"array\",\"scaled\"],editType:\"calc+clearAxisTypes\"},ytype:{valType:\"enumerated\",values:[\"array\",\"scaled\"],editType:\"calc+clearAxisTypes\"},zsmooth:{valType:\"enumerated\",values:[\"fast\",\"best\",!1],dflt:!1,editType:\"calc\"},hoverongaps:{valType:\"boolean\",dflt:!0,editType:\"none\"},connectgaps:{valType:\"boolean\",editType:\"calc\"},xgap:{valType:\"number\",dflt:0,min:0,editType:\"plot\"},ygap:{valType:\"number\",dflt:0,min:0,editType:\"plot\"},xhoverformat:o(\"x\"),yhoverformat:o(\"y\"),zhoverformat:o(\"z\",1),hovertemplate:s(),texttemplate:l({arrayOk:!1,editType:\"plot\"},{keys:[\"x\",\"y\",\"z\",\"text\"]}),textfont:a({editType:\"plot\",autoSize:!0,autoColor:!0,colorEditType:\"style\"}),showlegend:c({},i.showlegend,{dflt:!1})},{transforms:void 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t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})).attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"perpendicular\"===t.parcatsViewModel.arrangement?\"ns-resize\":\"move\"})),k(D),E.exit().remove(),S.append(\"text\").attr(\"class\",\"catlabel\").attr(\"pointer-events\",\"none\");var z=e._fullLayout.paper_bgcolor;M.select(\"text.catlabel\").attr(\"text-anchor\",(function(t){return d(t)?\"start\":\"end\"})).attr(\"alignment-baseline\",\"middle\").style(\"text-shadow\",f.makeTextShadow(z)).style(\"fill\",\"rgb(0, 0, 0)\").attr(\"x\",(function(t){return d(t)?t.width+5:-5})).attr(\"y\",(function(t){return t.height/2})).text((function(t){return t.model.categoryLabel})).each((function(t){u.font(n.select(this),t.parcatsViewModel.categorylabelfont),f.convertToTspans(n.select(this),e)})),S.append(\"text\").attr(\"class\",\"dimlabel\"),M.select(\"text.dimlabel\").attr(\"text-anchor\",\"middle\").attr(\"alignment-baseline\",\"baseline\").attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"ew-resize\"})).attr(\"x\",(function(t){return t.width/2})).attr(\"y\",-5).text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})).each((function(t){u.font(n.select(this),t.parcatsViewModel.labelfont)})),M.selectAll(\"rect.bandrect\").on(\"mouseover\",L).on(\"mouseout\",C),M.exit().remove(),A.call(n.behavior.drag().origin((function(t){return{x:t.x,y:0}})).on(\"dragstart\",P).on(\"drag\",O).on(\"dragend\",I)),h.each((function(t){t.traceSelection=n.select(this),t.pathSelection=n.select(this).selectAll(\"g.paths\").selectAll(\"path.path\"),t.dimensionSelection=n.select(this).selectAll(\"g.dimensions\").selectAll(\"g.dimension\")})),h.exit().remove()}function p(t){return t.key}function d(t){var e=t.parcatsViewModel.dimensions.length,r=t.parcatsViewModel.dimensions[e-1].model.dimensionInd;return t.model.dimensionInd===r}function v(t,e){return t.model.rawColor>e.model.rawColor?1:t.model.rawColor<e.model.rawColor?-1:0}function g(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){s.raiseToTop(this),w(n.select(this));var e=m(t),r=x(t);if(t.parcatsViewModel.graphDiv.emit(\"plotly_hover\",{points:e,event:n.event,constraints:r}),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\")){var i,a,l,u=n.mouse(this)[0],f=t.parcatsViewModel.graphDiv,h=t.parcatsViewModel.trace,p=f._fullLayout,d=p._paperdiv.node().getBoundingClientRect(),v=t.parcatsViewModel.graphDiv.getBoundingClientRect();for(l=0;l<t.leftXs.length-1;l++)if(t.leftXs[l]+t.dimWidths[l]-2<=u&&u<=t.leftXs[l+1]+2){var g=t.parcatsViewModel.dimensions[l],y=t.parcatsViewModel.dimensions[l+1];i=(g.x+g.width+y.x)/2,a=(t.topYs[l]+t.topYs[l+1]+t.height)/2;break}var b=t.parcatsViewModel.x+i,_=t.parcatsViewModel.y+a,T=c.mostReadable(t.model.color,[\"black\",\"white\"]),k=t.model.count,A=k/t.parcatsViewModel.model.count,M={countLabel:k,probabilityLabel:A.toFixed(3)},S=[];-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&S.push([\"Count:\",M.countLabel].join(\" \")),-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&S.push([\"P:\",M.probabilityLabel].join(\" \"));var E=S.join(\"<br>\"),L=n.mouse(f)[0];o.loneHover({trace:h,x:b-d.left+v.left,y:_-d.top+v.top,text:E,color:t.model.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:10,fontColor:T,idealAlign:L<b?\"right\":\"left\",hovertemplate:(h.line||{}).hovertemplate,hovertemplateLabels:M,eventData:[{data:h._input,fullData:h,count:k,probability:A}]},{container:p._hoverlayer.node(),outerContainer:p._paper.node(),gd:f})}}}function y(t){if(!t.parcatsViewModel.dragDimension&&(_(n.select(this)),o.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()),t.parcatsViewModel.pathSelection.sort(v),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\"))){var e=m(t),r=x(t);t.parcatsViewModel.graphDiv.emit(\"plotly_unhover\",{points:e,event:n.event,constraints:r})}}function m(t){for(var e=[],r=D(t.parcatsViewModel),n=0;n<t.model.valueInds.length;n++){var i=t.model.valueInds[n];e.push({curveNumber:r,pointNumber:i})}return e}function x(t){for(var e={},r=t.parcatsViewModel.model.dimensions,n=0;n<r.length;n++){var i=r[n],a=i.categories[t.model.categoryInds[n]];e[i.containerInd]=a.categoryValue}return void 0!==t.model.rawColor&&(e.color=t.model.rawColor),e}function b(t){if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){var e=m(t),r=x(t);t.parcatsViewModel.graphDiv.emit(\"plotly_click\",{points:e,event:n.event,constraints:r})}}function _(t){t.attr(\"fill\",(function(t){return t.model.color})).attr(\"fill-opacity\",.6).attr(\"stroke\",\"lightgray\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1)}function w(t){t.attr(\"fill-opacity\",.8).attr(\"stroke\",(function(t){return c.mostReadable(t.model.color,[\"black\",\"white\"])})).attr(\"stroke-width\",.3)}function T(t){t.select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",1).attr(\"stroke-opacity\",1)}function k(t){t.attr(\"stroke\",\"black\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1).attr(\"fill-opacity\",1)}function A(t){var e=t.parcatsViewModel.pathSelection,r=t.categoryViewModel.model.dimensionInd,n=t.categoryViewModel.model.categoryInd;return e.filter((function(e){return e.model.categoryInds[r]===n&&e.model.color===t.color}))}function M(t,e,r){var i=n.select(t).datum(),a=i.categoryViewModel.model,o=i.parcatsViewModel.graphDiv,s=n.select(t.parentNode).selectAll(\"rect.bandrect\"),l=[];s.each((function(t){A(t).each((function(t){Array.prototype.push.apply(l,m(t))}))}));var u={};u[a.dimensionInd]=a.categoryValue,o.emit(e,{points:l,event:r,constraints:u})}function S(t,e,r){var i=n.select(t).datum(),a=i.categoryViewModel.model,o=i.parcatsViewModel.graphDiv,s=A(i),l=[];s.each((function(t){Array.prototype.push.apply(l,m(t))}));var u={};u[a.dimensionInd]=a.categoryValue,void 0!==i.rawColor&&(u.color=i.rawColor),o.emit(e,{points:l,event:r,constraints:u})}function E(t,e,r){t._fullLayout._calcInverseTransform(t);var i,a,o=t._fullLayout._invScaleX,s=t._fullLayout._invScaleY,l=n.select(r.parentNode).select(\"rect.catrect\"),u=l.node().getBoundingClientRect(),c=l.datum(),f=c.parcatsViewModel,h=f.model.dimensions[c.model.dimensionInd],p=f.trace,d=u.top+u.height/2;f.dimensions.length>1&&h.displayInd===f.dimensions.length-1?(i=u.left,a=\"left\"):(i=u.left+u.width,a=\"right\");var v=c.model.count,g=c.model.categoryLabel,y=v/c.parcatsViewModel.model.count,m={countLabel:v,categoryLabel:g,probabilityLabel:y.toFixed(3)},x=[];-1!==c.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&x.push([\"Count:\",m.countLabel].join(\" \")),-1!==c.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&x.push([\"P(\"+m.categoryLabel+\"):\",m.probabilityLabel].join(\" \"));var b=x.join(\"<br>\");return{trace:p,x:o*(i-e.left),y:s*(d-e.top),text:b,color:\"lightgray\",borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:12,fontColor:\"black\",idealAlign:a,hovertemplate:p.hovertemplate,hovertemplateLabels:m,eventData:[{data:p._input,fullData:p,count:v,category:g,probability:y}]}}function L(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){if(n.mouse(this)[1]<-1)return;var e,r=t.parcatsViewModel.graphDiv,i=r._fullLayout,a=i._paperdiv.node().getBoundingClientRect(),l=t.parcatsViewModel.hoveron,u=this;\"color\"===l?(function(t){var e=n.select(t).datum(),r=A(e);w(r),r.each((function(){s.raiseToTop(this)})),n.select(t.parentNode).selectAll(\"rect.bandrect\").filter((function(t){return t.color===e.color})).each((function(){s.raiseToTop(this),n.select(this).attr(\"stroke\",\"black\").attr(\"stroke-width\",1.5)}))}(u),S(u,\"plotly_hover\",n.event)):(function(t){n.select(t.parentNode).selectAll(\"rect.bandrect\").each((function(t){var e=A(t);w(e),e.each((function(){s.raiseToTop(this)}))})),n.select(t.parentNode).select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",2.5)}(u),M(u,\"plotly_hover\",n.event)),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\")&&(\"category\"===l?e=E(r,a,u):\"color\"===l?e=function(t,e,r){t._fullLayout._calcInverseTransform(t);var i,a,o=t._fullLayout._invScaleX,s=t._fullLayout._invScaleY,l=r.getBoundingClientRect(),u=n.select(r).datum(),f=u.categoryViewModel,h=f.parcatsViewModel,p=h.model.dimensions[f.model.dimensionInd],d=h.trace,v=l.y+l.height/2;h.dimensions.length>1&&p.displayInd===h.dimensions.length-1?(i=l.left,a=\"left\"):(i=l.left+l.width,a=\"right\");var g=f.model.categoryLabel,y=u.parcatsViewModel.model.count,m=0;u.categoryViewModel.bands.forEach((function(t){t.color===u.color&&(m+=t.count)}));var x=f.model.count,b=0;h.pathSelection.each((function(t){t.model.color===u.color&&(b+=t.model.count)}));var _=m/y,w=m/b,T=m/x,k={countLabel:y,categoryLabel:g,probabilityLabel:_.toFixed(3)},A=[];-1!==f.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&A.push([\"Count:\",k.countLabel].join(\" \")),-1!==f.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&(A.push(\"P(color ∩ \"+g+\"): \"+k.probabilityLabel),A.push(\"P(\"+g+\" | color): \"+w.toFixed(3)),A.push(\"P(color | \"+g+\"): \"+T.toFixed(3)));var M=A.join(\"<br>\"),S=c.mostReadable(u.color,[\"black\",\"white\"]);return{trace:d,x:o*(i-e.left),y:s*(v-e.top),text:M,color:u.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontColor:S,fontSize:10,idealAlign:a,hovertemplate:d.hovertemplate,hovertemplateLabels:k,eventData:[{data:d._input,fullData:d,category:g,count:y,probability:_,categorycount:x,colorcount:b,bandcolorcount:m}]}}(r,a,u):\"dimension\"===l&&(e=function(t,e,r){var i=[];return n.select(r.parentNode.parentNode).selectAll(\"g.category\").select(\"rect.catrect\").each((function(){i.push(E(t,e,this))})),i}(r,a,u)),e&&o.loneHover(e,{container:i._hoverlayer.node(),outerContainer:i._paper.node(),gd:r}))}}function C(t){var e=t.parcatsViewModel;e.dragDimension||(_(e.pathSelection),T(e.dimensionSelection.selectAll(\"g.category\")),k(e.dimensionSelection.selectAll(\"g.category\").selectAll(\"rect.bandrect\")),o.loneUnhover(e.graphDiv._fullLayout._hoverlayer.node()),e.pathSelection.sort(v),-1!==e.hoverinfoItems.indexOf(\"skip\"))||(\"color\"===t.parcatsViewModel.hoveron?S(this,\"plotly_unhover\",n.event):M(this,\"plotly_unhover\",n.event))}function P(t){\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragDimensionDisplayInd=t.model.displayInd,t.initialDragDimensionDisplayInds=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),t.dragHasMoved=!1,t.dragCategoryDisplayInd=null,n.select(this).selectAll(\"g.category\").select(\"rect.catrect\").each((function(e){var r=n.mouse(this)[0],i=n.mouse(this)[1];-2<=r&&r<=e.width+2&&-2<=i&&i<=e.height+2&&(t.dragCategoryDisplayInd=e.model.displayInd,t.initialDragCategoryDisplayInds=t.model.categories.map((function(t){return t.displayInd})),e.model.dragY=e.y,s.raiseToTop(this.parentNode),n.select(this.parentNode).selectAll(\"rect.bandrect\").each((function(e){e.y<i&&i<=e.y+e.height&&(t.potentialClickBand=this)})))})),t.parcatsViewModel.dragDimension=t,o.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()))}function O(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragHasMoved=!0,null!==t.dragDimensionDisplayInd)){var e=t.dragDimensionDisplayInd,r=e-1,i=e+1,a=t.parcatsViewModel.dimensions[e];if(null!==t.dragCategoryDisplayInd){var o=a.categories[t.dragCategoryDisplayInd];o.model.dragY+=n.event.dy;var s=o.model.dragY,l=o.model.displayInd,u=a.categories,c=u[l-1],f=u[l+1];void 0!==c&&s<c.y+c.height/2&&(o.model.displayInd=c.model.displayInd,c.model.displayInd=l),void 0!==f&&s+o.height>f.y+f.height/2&&(o.model.displayInd=f.model.displayInd,f.model.displayInd=l),t.dragCategoryDisplayInd=o.model.displayInd}if(null===t.dragCategoryDisplayInd||\"freeform\"===t.parcatsViewModel.arrangement){a.model.dragX=n.event.x;var h=t.parcatsViewModel.dimensions[r],p=t.parcatsViewModel.dimensions[i];void 0!==h&&a.model.dragX<h.x+h.width&&(a.model.displayInd=h.model.displayInd,h.model.displayInd=e),void 0!==p&&a.model.dragX+a.width>p.x&&(a.model.displayInd=p.model.displayInd,p.model.displayInd=t.dragDimensionDisplayInd),t.dragDimensionDisplayInd=a.model.displayInd}j(t.parcatsViewModel),N(t.parcatsViewModel),R(t.parcatsViewModel),z(t.parcatsViewModel)}}function I(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&null!==t.dragDimensionDisplayInd){n.select(this).selectAll(\"text\").attr(\"font-weight\",\"normal\");var e={},r=D(t.parcatsViewModel),i=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),o=t.initialDragDimensionDisplayInds.some((function(t,e){return t!==i[e]}));o&&i.forEach((function(r,n){var i=t.parcatsViewModel.model.dimensions[n].containerInd;e[\"dimensions[\"+i+\"].displayindex\"]=r}));var s=!1;if(null!==t.dragCategoryDisplayInd){var l=t.model.categories.map((function(t){return t.displayInd}));if(s=t.initialDragCategoryDisplayInds.some((function(t,e){return t!==l[e]}))){var u=t.model.categories.slice().sort((function(t,e){return t.displayInd-e.displayInd})),c=u.map((function(t){return t.categoryValue})),f=u.map((function(t){return t.categoryLabel}));e[\"dimensions[\"+t.model.containerInd+\"].categoryarray\"]=[c],e[\"dimensions[\"+t.model.containerInd+\"].ticktext\"]=[f],e[\"dimensions[\"+t.model.containerInd+\"].categoryorder\"]=\"array\"}}-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")&&!t.dragHasMoved&&t.potentialClickBand&&(\"color\"===t.parcatsViewModel.hoveron?S(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent):M(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent)),t.model.dragX=null,null!==t.dragCategoryDisplayInd&&(t.parcatsViewModel.dimensions[t.dragDimensionDisplayInd].categories[t.dragCategoryDisplayInd].model.dragY=null,t.dragCategoryDisplayInd=null),t.dragDimensionDisplayInd=null,t.parcatsViewModel.dragDimension=null,t.dragHasMoved=null,t.potentialClickBand=null,j(t.parcatsViewModel),N(t.parcatsViewModel),n.transition().duration(300).ease(\"cubic-in-out\").each((function(){R(t.parcatsViewModel,!0),z(t.parcatsViewModel,!0)})).each(\"end\",(function(){(o||s)&&a.restyle(t.parcatsViewModel.graphDiv,e,[r])}))}}function D(t){for(var e,r=t.graphDiv._fullData,n=0;n<r.length;n++)if(t.key===r[n].uid){e=n;break}return e}function z(t,e){var r;void 0===e&&(e=!1),t.pathSelection.data((function(t){return t.paths}),p),(r=t.pathSelection,e?r.transition():r).attr(\"d\",(function(t){return t.svgD}))}function R(t,e){function r(t){return e?t.transition():t}void 0===e&&(e=!1),t.dimensionSelection.data((function(t){return t.dimensions}),p);var i=t.dimensionSelection.selectAll(\"g.category\").data((function(t){return t.categories}),p);r(t.dimensionSelection).attr(\"transform\",(function(t){return l(t.x,0)})),r(i).attr(\"transform\",(function(t){return l(0,t.y)})),i.select(\".dimlabel\").text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})),i.select(\".catlabel\").attr(\"text-anchor\",(function(t){return d(t)?\"start\":\"end\"})).attr(\"x\",(function(t){return d(t)?t.width+5:-5})).each((function(t){var e,r;d(t)?(e=t.width+5,r=\"start\"):(e=-5,r=\"end\"),n.select(this).selectAll(\"tspan\").attr(\"x\",e).attr(\"text-anchor\",r)}));var a=i.selectAll(\"rect.bandrect\").data((function(t){return t.bands}),p),o=a.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"cursor\",\"move\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.color})).attr(\"fill-opacity\",0);a.attr(\"fill\",(function(t){return t.color})).attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})),k(o),a.each((function(){s.raiseToTop(this)})),a.exit().remove()}function F(t,e,r){var n,i=r[0],a=e.margin||{l:80,r:80,t:100,b:80},o=i.trace,s=o.domain,l=e.width,u=e.height,c=Math.floor(l*(s.x[1]-s.x[0])),f=Math.floor(u*(s.y[1]-s.y[0])),h=s.x[0]*l+a.l,p=e.height-s.y[1]*e.height+a.t,d=o.line.shape;n=\"all\"===o.hoverinfo?[\"count\",\"probability\"]:(o.hoverinfo||\"\").split(\"+\");var v={trace:o,key:o.uid,model:i,x:h,y:p,width:c,height:f,hoveron:o.hoveron,hoverinfoItems:n,arrangement:o.arrangement,bundlecolors:o.bundlecolors,sortpaths:o.sortpaths,labelfont:o.labelfont,categorylabelfont:o.tickfont,pathShape:d,dragDimension:null,margin:a,paths:[],dimensions:[],graphDiv:t,traceSelection:null,pathSelection:null,dimensionSelection:null};return i.dimensions&&(j(v),N(v)),v}function B(t,e,r,n,a){var o,s,l=[],u=[];for(s=0;s<r.length-1;s++)o=i(r[s]+t[s],t[s+1]),l.push(o(a)),u.push(o(1-a));var c=\"M \"+t[0]+\",\"+e[0];for(c+=\"l\"+r[0]+\",0 \",s=1;s<r.length;s++)c+=\"C\"+l[s-1]+\",\"+e[s-1]+\" \"+u[s-1]+\",\"+e[s]+\" \"+t[s]+\",\"+e[s],c+=\"l\"+r[s]+\",0 \";for(c+=\"l0,\"+n+\" \",c+=\"l -\"+r[r.length-1]+\",0 \",s=r.length-2;s>=0;s--)c+=\"C\"+u[s]+\",\"+(e[s+1]+n)+\" \"+l[s]+\",\"+(e[s]+n)+\" \"+(t[s]+r[s])+\",\"+(e[s]+n),c+=\"l-\"+r[s]+\",0 \";return c+\"Z\"}function N(t){var e=t.dimensions,r=t.model,n=e.map((function(t){return t.categories.map((function(t){return t.y}))})),i=t.model.dimensions.map((function(t){return t.categories.map((function(t){return t.displayInd}))})),a=t.model.dimensions.map((function(t){return t.displayInd})),o=t.dimensions.map((function(t){return t.model.dimensionInd})),s=e.map((function(t){return t.x})),l=e.map((function(t){return t.width})),u=[];for(var c in r.paths)r.paths.hasOwnProperty(c)&&u.push(r.paths[c]);function f(t){var e=t.categoryInds.map((function(t,e){return i[e][t]}));return o.map((function(t){return e[t]}))}u.sort((function(e,r){var n=f(e),i=f(r);return\"backward\"===t.sortpaths&&(n.reverse(),i.reverse()),n.push(e.valueInds[0]),i.push(r.valueInds[0]),t.bundlecolors&&(n.unshift(e.rawColor),i.unshift(r.rawColor)),n<i?-1:n>i?1:0}));for(var h=new Array(u.length),p=e[0].model.count,d=e[0].categories.map((function(t){return t.height})).reduce((function(t,e){return t+e})),v=0;v<u.length;v++){var g,y=u[v];g=p>0?d*(y.count/p):0;for(var m,x=new Array(n.length),b=0;b<y.categoryInds.length;b++){var 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n=r(50693),i=r(13838),a=r(41940),o=r(27670).Y,s=r(1426).extendFlat,l=r(44467).templatedArray;t.exports={domain:o({name:\"parcoords\",trace:!0,editType:\"plot\"}),labelangle:{valType:\"angle\",dflt:0,editType:\"plot\"},labelside:{valType:\"enumerated\",values:[\"top\",\"bottom\"],dflt:\"top\",editType:\"plot\"},labelfont:a({editType:\"plot\"}),tickfont:a({editType:\"plot\"}),rangefont:a({editType:\"plot\"}),dimensions:l(\"dimension\",{label:{valType:\"string\",editType:\"plot\"},tickvals:s({},i.tickvals,{editType:\"plot\"}),ticktext:s({},i.ticktext,{editType:\"plot\"}),tickformat:s({},i.tickformat,{editType:\"plot\"}),visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},range:{valType:\"info_array\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},constraintrange:{valType:\"info_array\",freeLength:!0,dimensions:\"1-2\",items:[{valType:\"any\",editType:\"plot\"},{valType:\"any\",editType:\"plot\"}],editType:\"plot\"},multiselect:{valType:\"boolean\",dflt:!0,editType:\"plot\"},values:{valType:\"data_array\",editType:\"calc\"},editType:\"calc\"}),line:s({editType:\"calc\"},n(\"line\",{colorscaleDflt:\"Viridis\",autoColorDflt:!1,editTypeOverride:\"calc\"})),unselected:{line:{color:{valType:\"color\",dflt:\"#7f7f7f\",editType:\"plot\"},opacity:{valType:\"number\",min:0,max:1,dflt:\"auto\",editType:\"plot\"},editType:\"plot\"},editType:\"plot\"}}},57920:function(t,e,r){\"use 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s(\"line.colorscale\"),a(t,e,o,s,{prefix:\"line.\",cLetter:\"c\"}),l.length;e.line.color=r}return 1/0}(t,e,r,l,c);o(e,l,c),Array.isArray(v)&&v.length||(e.visible=!1),h(e,v,\"values\",g);var y={family:l.font.family,size:Math.round(l.font.size/1.2),color:l.font.color};n.coerceFont(c,\"labelfont\",y),n.coerceFont(c,\"tickfont\",y),n.coerceFont(c,\"rangefont\",y),c(\"labelangle\"),c(\"labelside\"),c(\"unselected.line.color\"),c(\"unselected.line.opacity\")}},1602:function(t,e,r){\"use strict\";var n=r(71828).isTypedArray;e.convertTypedArray=function(t){return n(t)?Array.prototype.slice.call(t):t},e.isOrdinal=function(t){return!!t.tickvals},e.isVisible=function(t){return t.visible||!(\"visible\"in t)}},67618:function(t,e,r){\"use strict\";var n=r(71791);n.plot=r(21341),t.exports=n},83398:function(t,e,r){\"use strict\";var n=r(56068),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nattribute vec4 p01_04, p05_08, p09_12, p13_16,\\n               p17_20, p21_24, p25_28, p29_32,\\n               p33_36, p37_40, p41_44, p45_48,\\n               p49_52, p53_56, p57_60, colors;\\n\\nuniform mat4 dim0A, dim1A, dim0B, dim1B, dim0C, dim1C, dim0D, dim1D,\\n             loA, hiA, loB, hiB, loC, hiC, loD, hiD;\\n\\nuniform vec2 resolution, viewBoxPos, viewBoxSize;\\nuniform float maskHeight;\\nuniform float drwLayer; // 0: context, 1: focus, 2: pick\\nuniform vec4 contextColor;\\nuniform sampler2D maskTexture, palette;\\n\\nbool isPick    = (drwLayer > 1.5);\\nbool isContext = (drwLayer < 0.5);\\n\\nconst vec4 ZEROS = vec4(0.0, 0.0, 0.0, 0.0);\\nconst vec4 UNITS = vec4(1.0, 1.0, 1.0, 1.0);\\n\\nfloat val(mat4 p, mat4 v) {\\n    return dot(matrixCompMult(p, v) * UNITS, UNITS);\\n}\\n\\nfloat axisY(float ratio, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float y1 = val(A, dim0A) + val(B, dim0B) + val(C, dim0C) + val(D, dim0D);\\n    float y2 = val(A, dim1A) + val(B, dim1B) + val(C, dim1C) + val(D, dim1D);\\n    return y1 * (1.0 - ratio) + y2 * ratio;\\n}\\n\\nint iMod(int a, int b) {\\n    return a - b * (a / b);\\n}\\n\\nbool fOutside(float p, float lo, float hi) {\\n    return (lo < hi) && (lo > p || p > hi);\\n}\\n\\nbool vOutside(vec4 p, vec4 lo, vec4 hi) {\\n    return (\\n        fOutside(p[0], lo[0], hi[0]) ||\\n        fOutside(p[1], lo[1], hi[1]) ||\\n        fOutside(p[2], lo[2], hi[2]) ||\\n        fOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool mOutside(mat4 p, mat4 lo, mat4 hi) {\\n    return (\\n        vOutside(p[0], lo[0], hi[0]) ||\\n        vOutside(p[1], lo[1], hi[1]) ||\\n        vOutside(p[2], lo[2], hi[2]) ||\\n        vOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool outsideBoundingBox(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    return mOutside(A, loA, hiA) ||\\n           mOutside(B, loB, hiB) ||\\n           mOutside(C, loC, hiC) ||\\n           mOutside(D, loD, hiD);\\n}\\n\\nbool outsideRasterMask(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    mat4 pnts[4];\\n    pnts[0] = A;\\n    pnts[1] = B;\\n    pnts[2] = C;\\n    pnts[3] = D;\\n\\n    for(int i = 0; i < 4; ++i) {\\n        for(int j = 0; j < 4; ++j) {\\n            for(int k = 0; k < 4; ++k) {\\n                if(0 == iMod(\\n                    int(255.0 * texture2D(maskTexture,\\n                        vec2(\\n                            (float(i * 2 + j / 2) + 0.5) / 8.0,\\n                            (pnts[i][j][k] * (maskHeight - 1.0) + 1.0) / maskHeight\\n                        ))[3]\\n                    ) / int(pow(2.0, float(iMod(j * 4 + k, 8)))),\\n                    2\\n                )) return true;\\n            }\\n        }\\n    }\\n    return false;\\n}\\n\\nvec4 position(bool isContext, float v, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float x = 0.5 * sign(v) + 0.5;\\n    float y = axisY(x, A, B, C, D);\\n    float z = 1.0 - abs(v);\\n\\n    z += isContext ? 0.0 : 2.0 * float(\\n        outsideBoundingBox(A, B, C, D) ||\\n        outsideRasterMask(A, B, C, D)\\n    );\\n\\n    return vec4(\\n        2.0 * (vec2(x, y) * viewBoxSize + viewBoxPos) / resolution - 1.0,\\n        z,\\n        1.0\\n    );\\n}\\n\\nvoid main() {\\n    mat4 A = mat4(p01_04, p05_08, p09_12, p13_16);\\n    mat4 B = mat4(p17_20, p21_24, p25_28, p29_32);\\n    mat4 C = mat4(p33_36, p37_40, p41_44, p45_48);\\n    mat4 D = mat4(p49_52, p53_56, p57_60, ZEROS);\\n\\n    float v = colors[3];\\n\\n    gl_Position = position(isContext, v, A, B, C, D);\\n\\n    fragColor =\\n        isContext ? vec4(contextColor) :\\n        isPick ? vec4(colors.rgb, 1.0) : texture2D(palette, vec2(abs(v), 0.5));\\n}\\n\"]),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n    gl_FragColor = fragColor;\\n}\\n\"]),o=r(25706).maxDimensionCount,s=r(71828),l=1e-6,u=new Uint8Array(4),c=new Uint8Array(4),f={shape:[256,1],format:\"rgba\",type:\"uint8\",mag:\"nearest\",min:\"nearest\"};function h(t,e,r,n,i){var a=t._gl;a.enable(a.SCISSOR_TEST),a.scissor(e,r,n,i),t.clear({color:[0,0,0,0],depth:1})}function p(t,e,r,n,i,a){var o=a.key;r.drawCompleted||(function(t){t.read({x:0,y:0,width:1,height:1,data:u})}(t),r.drawCompleted=!0),function s(l){var u=Math.min(n,i-l*n);0===l&&(window.cancelAnimationFrame(r.currentRafs[o]),delete r.currentRafs[o],h(t,a.scissorX,a.scissorY,a.scissorWidth,a.viewBoxSize[1])),r.clearOnly||(a.count=2*u,a.offset=2*l*n,e(a),l*n+u<i&&(r.currentRafs[o]=window.requestAnimationFrame((function(){s(l+1)}))),r.drawCompleted=!1)}(0)}function d(t,e){for(var r=new Array(256),n=0;n<256;n++)r[n]=t(n/255).concat(e);return r}function v(t,e){return(t>>>8*e)%256/255}function g(t,e,r){for(var n=new Array(8*e),i=0,a=0;a<e;a++)for(var o=0;o<2;o++)for(var s=0;s<4;s++){var l=4*t+s,u=r[64*a+l];63===l&&0===o&&(u*=-1),n[i++]=u}return n}function y(t){var e=\"0\"+t;return e.substr(e.length-2)}function m(t){return t<o?\"p\"+y(t+1)+\"_\"+y(t+4):\"colors\"}function x(t,e,r,n,i,a,o,l,u,c,f,h,p,d){for(var v=[[],[]],g=0;g<64;g++)v[0][g]=g===i?1:0,v[1][g]=g===a?1:0;o*=d,l*=d,u*=d,c*=d;var y=t.lines.canvasOverdrag*d,m=t.domain,x=t.canvasWidth*d,b=t.canvasHeight*d,_=t.pad.l*d,w=t.pad.b*d,T=t.layoutHeight*d,k=t.layoutWidth*d,A=t.deselectedLines.color,M=t.deselectedLines.opacity;return s.extendFlat({key:f,resolution:[x,b],viewBoxPos:[o+y,l],viewBoxSize:[u,c],i0:i,i1:a,dim0A:v[0].slice(0,16),dim0B:v[0].slice(16,32),dim0C:v[0].slice(32,48),dim0D:v[0].slice(48,64),dim1A:v[1].slice(0,16),dim1B:v[1].slice(16,32),dim1C:v[1].slice(32,48),dim1D:v[1].slice(48,64),drwLayer:h,contextColor:[A[0]/255,A[1]/255,A[2]/255,\"auto\"!==M?A[3]*M:Math.max(1/255,Math.pow(1/t.lines.color.length,1/3))],scissorX:(n===e?0:o+y)+(_-y)+k*m.x[0],scissorWidth:(n===r?x-o+y:u+.5)+(n===e?o+y:0),scissorY:l+w+T*m.y[0],scissorHeight:c,viewportX:_-y+k*m.x[0],viewportY:w+T*m.y[0],viewportWidth:x,viewportHeight:b},p)}function b(t){var e=2047,r=Math.max(0,Math.floor(t[0]*e),0),n=Math.min(e,Math.ceil(t[1]*e),e);return[Math.min(r,n),Math.max(r,n)]}t.exports=function(t,e){var r,n,u,y,_,w=e.context,T=e.pick,k=e.regl,A=k._gl,M=A.getParameter(A.ALIASED_LINE_WIDTH_RANGE),S=Math.max(M[0],Math.min(M[1],e.viewModel.plotGlPixelRatio)),E={currentRafs:{},drawCompleted:!0,clearOnly:!1},L=function(t){for(var e={},r=0;r<=o;r+=4)e[m(r)]=t.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array(0)});return e}(k),C=k.texture(f),P=[];I(e);var O=k({profile:!1,blend:{enable:w,func:{srcRGB:\"src alpha\",dstRGB:\"one minus src 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I(t){r=t.model,n=t.viewModel,u=n.dimensions.slice(),y=u[0]?u[0].values.length:0;var e=r.lines,i=T?e.color.map((function(t,r){return r/e.color.length})):e.color,a=function(t,e,r){for(var n,i=new Array(t*(o+4)),a=0,s=0;s<t;s++){for(var u=0;u<o;u++)i[a++]=u<e.length?e[u].paddedUnitValues[s]:.5;i[a++]=v(s,2),i[a++]=v(s,1),i[a++]=v(s,0),i[a++]=(n=r[s],Math.max(l,Math.min(.999999,n)))}return i}(y,u,i);!function(t,e,r){for(var n=0;n<=o;n+=4)t[m(n)](g(n/4,e,r))}(L,y,a),w||T||(C=k.texture(s.extendFlat({data:d(r.unitToColor,255)},f)))}return{render:function(t,e,n){var i,a,o,s=t.length,l=1/0,c=-1/0;for(i=0;i<s;i++)t[i].dim0.canvasX<l&&(l=t[i].dim0.canvasX,a=i),t[i].dim1.canvasX>c&&(c=t[i].dim1.canvasX,o=i);0===s&&h(k,0,0,r.canvasWidth,r.canvasHeight);var f=function(t){var e,r,n,i=[[],[]];for(n=0;n<64;n++){var a=!t&&n<u.length?u[n].brush.filter.getBounds():[-1/0,1/0];i[0][n]=a[0],i[1][n]=a[1]}var o=new Array(16384);for(e=0;e<16384;e++)o[e]=255;if(!t)for(e=0;e<u.length;e++){var s=e%8,l=(e-s)/8,c=Math.pow(2,s),f=u[e].brush.filter.get();if(!(f.length<2)){var h=b(f[0])[1];for(r=1;r<f.length;r++){var p=b(f[r]);for(n=h+1;n<p[0];n++)o[8*n+l]&=~c;h=Math.max(h,p[1])}}}var d={shape:[8,2048],format:\"alpha\",type:\"uint8\",mag:\"nearest\",min:\"nearest\",data:o};return _?_(d):_=k.texture(d),{maskTexture:_,maskHeight:2048,loA:i[0].slice(0,16),loB:i[0].slice(16,32),loC:i[0].slice(32,48),loD:i[0].slice(48,64),hiA:i[1].slice(0,16),hiB:i[1].slice(16,32),hiC:i[1].slice(32,48),hiD:i[1].slice(48,64)}}(w);for(i=0;i<s;i++){var d=t[i],v=d.dim0.crossfilterDimensionIndex,g=d.dim1.crossfilterDimensionIndex,m=d.canvasX,A=d.canvasY,M=m+d.panelSizeX,S=d.plotGlPixelRatio;if(e||!P[v]||P[v][0]!==m||P[v][1]!==M){P[v]=[m,M];var L=x(r,a,o,i,v,g,m,A,d.panelSizeX,d.panelSizeY,d.dim0.crossfilterDimensionIndex,w?0:T?2:1,f,S);E.clearOnly=n;var C=e?r.lines.blockLineCount:y;p(k,O,E,C,y,L)}}},readPixel:function(t,e){return k.read({x:t,y:e,width:1,height:1,data:c}),c},readPixels:function(t,e,r,n){var i=new Uint8Array(4*r*n);return k.read({x:t,y:e,width:r,height:n,data:i}),i},destroy:function(){for(var e in t.style[\"pointer-events\"]=\"none\",C.destroy(),_&&_.destroy(),L)L[e].destroy()},update:I}}},94397:function(t){\"use strict\";t.exports=function(t,e,r,n){var i,a;for(n||(n=1/0),i=0;i<e.length;i++)(a=e[i]).visible&&(n=Math.min(n,a[r].length));for(n===1/0&&(n=0),t._length=n,i=0;i<e.length;i++)(a=e[i]).visible&&(a._length=n);return n}},17171:function(t,e,r){\"use strict\";var n=r(39898),i=r(71828),a=i.numberFormat,o=r(36652),s=r(89298),l=i.strRotate,u=i.strTranslate,c=r(63893),f=r(91424),h=r(21081),p=r(28984),d=p.keyFun,v=p.repeat,g=p.unwrap,y=r(1602),m=r(25706),x=r(57920),b=r(83398);function _(t,e,r){return i.aggNums(t,null,e,r)}function w(t,e){return k(_(Math.min,t,e),_(Math.max,t,e))}function T(t){var e=t.range;return e?k(e[0],e[1]):w(t.values,t._length)}function k(t,e){return!isNaN(t)&&isFinite(t)||(t=0),!isNaN(e)&&isFinite(e)||(e=0),t===e&&(0===t?(t-=1,e+=1):(t*=.9,e*=1.1)),[t,e]}function A(t,e,r,i,o){var s,l,u=T(r);return i?n.scale.ordinal().domain(i.map((s=a(r.tickformat),l=o,l?function(t,e){var r=l[e];return null==r?s(t):r}:s))).range(i.map((function(r){var n=(r-u[0])/(u[1]-u[0]);return t-e+n*(2*e-t)}))):n.scale.linear().domain(u).range([t-e,e])}function M(t){if(t.tickvals){var e=T(t);return n.scale.ordinal().domain(t.tickvals).range(t.tickvals.map((function(t){return(t-e[0])/(e[1]-e[0])})))}}function S(t){var e=t.map((function(t){return t[0]})),r=t.map((function(t){var e=o(t[1]);return n.rgb(\"rgb(\"+e[0]+\",\"+e[1]+\",\"+e[2]+\")\")})),i=\"rgb\".split(\"\").map((function(t){return n.scale.linear().clamp(!0).domain(e).range(r.map((i=t,function(t){return t[i]})));var i}));return function(t){return i.map((function(e){return e(t)}))}}function E(t){return t.dimensions.some((function(t){return t.brush.filterSpecified}))}function L(t,e,r){var a=g(e),s=a.trace,l=y.convertTypedArray(a.lineColor),u=s.line,c={color:o(s.unselected.line.color),opacity:s.unselected.line.opacity},f=h.extractOpts(u),p=f.reversescale?h.flipScale(a.cscale):a.cscale,d=s.domain,v=s.dimensions,x=t.width,b=s.labelangle,_=s.labelside,w=s.labelfont,k=s.tickfont,A=s.rangefont,M=i.extendDeepNoArrays({},u,{color:l.map(n.scale.linear().domain(T({values:l,range:[f.min,f.max],_length:s._length}))),blockLineCount:m.blockLineCount,canvasOverdrag:m.overdrag*m.canvasPixelRatio}),E=Math.floor(x*(d.x[1]-d.x[0])),L=Math.floor(t.height*(d.y[1]-d.y[0])),C=t.margin||{l:80,r:80,t:100,b:80},P=E,O=L;return{key:r,colCount:v.filter(y.isVisible).length,dimensions:v,tickDistance:m.tickDistance,unitToColor:S(p),lines:M,deselectedLines:c,labelAngle:b,labelSide:_,labelFont:w,tickFont:k,rangeFont:A,layoutWidth:x,layoutHeight:t.height,domain:d,translateX:d.x[0]*x,translateY:t.height-d.y[1]*t.height,pad:C,canvasWidth:P*m.canvasPixelRatio+2*M.canvasOverdrag,canvasHeight:O*m.canvasPixelRatio,width:P,height:O,canvasPixelRatio:m.canvasPixelRatio}}function C(t,e,r){var o=r.width,s=r.height,l=r.dimensions,u=r.canvasPixelRatio,c=function(t){return o*t/Math.max(1,r.colCount-1)},f=m.verticalPadding/s,h=function(t,e){return n.scale.linear().range([e,t-e])}(s,m.verticalPadding),p={key:r.key,xScale:c,model:r,inBrushDrag:!1},d={};return p.dimensions=l.filter(y.isVisible).map((function(o,l){var v=function(t,e){return n.scale.linear().domain(T(t)).range([e,1-e])}(o,f),g=d[o.label];d[o.label]=(g||0)+1;var b=o.label+(g?\"__\"+g:\"\"),_=o.constraintrange,w=_&&_.length;w&&!Array.isArray(_[0])&&(_=[_]);var k=w?_.map((function(t){return t.map(v)})):[[-1/0,1/0]],S=o.values;S.length>o._length&&(S=S.slice(0,o._length));var L,C=o.tickvals;function P(t,e){return{val:t,text:L[e]}}function O(t,e){return t.val-e.val}if(Array.isArray(C)&&C.length){L=o.ticktext,Array.isArray(L)&&L.length?L.length>C.length?L=L.slice(0,C.length):C.length>L.length&&(C=C.slice(0,L.length)):L=C.map(a(o.tickformat));for(var I=1;I<C.length;I++)if(C[I]<C[I-1]){for(var D=C.map(P).sort(O),z=0;z<C.length;z++)C[z]=D[z].val,L[z]=D[z].text;break}}else C=void 0;return S=y.convertTypedArray(S),{key:b,label:o.label,tickFormat:o.tickformat,tickvals:C,ticktext:L,ordinal:y.isOrdinal(o),multiselect:o.multiselect,xIndex:l,crossfilterDimensionIndex:l,visibleIndex:o._index,height:s,values:S,paddedUnitValues:S.map(v),unitTickvals:C&&C.map(v),xScale:c,x:c(l),canvasX:c(l)*u,unitToPaddedPx:h,domainScale:A(s,m.verticalPadding,o,C,L),ordinalScale:M(o),parent:p,model:r,brush:x.makeBrush(t,w,k,(function(){t.linePickActive(!1)}),(function(){var e=p;e.focusLayer&&e.focusLayer.render(e.panels,!0);var r=E(e);!t.contextShown()&&r?(e.contextLayer&&e.contextLayer.render(e.panels,!0),t.contextShown(!0)):t.contextShown()&&!r&&(e.contextLayer&&e.contextLayer.render(e.panels,!0,!0),t.contextShown(!1))}),(function(r){if(p.focusLayer.render(p.panels,!0),p.pickLayer&&p.pickLayer.render(p.panels,!0),t.linePickActive(!0),e&&e.filterChanged){var n=v.invert,a=r.map((function(t){return t.map(n).sort(i.sorterAsc)})).sort((function(t,e){return t[0]-e[0]}));e.filterChanged(p.key,o._index,a)}}))}})),p}function P(t){t.classed(m.cn.axisExtentText,!0).attr(\"text-anchor\",\"middle\").style(\"cursor\",\"default\")}function O(t,e){var r=\"top\"===e?1:-1,n=t*Math.PI/180;return{dir:r,dx:Math.sin(n),dy:Math.cos(n),degrees:t}}function I(t,e,r){for(var n=e.panels||(e.panels=[]),i=t.data(),a=0;a<i.length-1;a++){var o=n[a]||(n[a]={}),s=i[a],l=i[a+1];o.dim0=s,o.dim1=l,o.canvasX=s.canvasX,o.panelSizeX=l.canvasX-s.canvasX,o.panelSizeY=e.model.canvasHeight,o.y=0,o.canvasY=0,o.plotGlPixelRatio=r}}function D(t,e){return s.tickText(t._ax,e,!1).text}function z(t,e){if(t.ordinal)return\"\";var r=t.domainScale.domain(),n=r[e?r.length-1:0];return D(t.model.dimensions[t.visibleIndex],n)}t.exports=function(t,e,r,a){var o=t._context.staticPlot,h=t._fullLayout,p=h._toppaper,_=h._glcontainer,T=t._context.plotGlPixelRatio,A=t._fullLayout.paper_bgcolor;!function(t){for(var e=0;e<t.length;e++)for(var r=0;r<t[e].length;r++)for(var n=t[e][r].trace,i=n.dimensions,a=0;a<i.length;a++){var o=i[a].values,l=i[a]._ax;l&&(l.range?l.range=k(l.range[0],l.range[1]):l.range=w(o,n._length),l.dtick||(l.dtick=.01*(Math.abs(l.range[1]-l.range[0])||1)),l.tickformat=i[a].tickformat,s.calcTicks(l),l.cleanRange())}}(e);var M,S,R=(M=!0,S=!1,{linePickActive:function(t){return arguments.length?M=!!t:M},contextShown:function(t){return arguments.length?S=!!t:S}}),F=e.filter((function(t){return g(t).trace.visible})).map(L.bind(0,r)).map(C.bind(0,R,a));_.each((function(t,e){return i.extendFlat(t,F[e])}));var B=_.selectAll(\".gl-canvas\").each((function(t){t.viewModel=F[0],t.viewModel.plotGlPixelRatio=T,t.viewModel.paperColor=A,t.model=t.viewModel?t.viewModel.model:null})),N=null;B.filter((function(t){return t.pick})).style(\"pointer-events\",o?\"none\":\"auto\").on(\"mousemove\",(function(t){if(R.linePickActive()&&t.lineLayer&&a&&a.hover){var e=n.event,r=this.width,i=this.height,o=n.mouse(this),s=o[0],l=o[1];if(s<0||l<0||s>=r||l>=i)return;var u=t.lineLayer.readPixel(s,i-1-l),c=0!==u[3],f=c?u[2]+256*(u[1]+256*u[0]):null,h={x:s,y:l,clientX:e.clientX,clientY:e.clientY,dataIndex:t.model.key,curveNumber:f};f!==N&&(c?a.hover(h):a.unhover&&a.unhover(h),N=f)}})),B.style(\"opacity\",(function(t){return t.pick?0:1})),p.style(\"background\",\"rgba(255, 255, 255, 0)\");var j=p.selectAll(\".\"+m.cn.parcoords).data(F,d);j.exit().remove(),j.enter().append(\"g\").classed(m.cn.parcoords,!0).style(\"shape-rendering\",\"crispEdges\").style(\"pointer-events\",\"none\"),j.attr(\"transform\",(function(t){return u(t.model.translateX,t.model.translateY)}));var U=j.selectAll(\".\"+m.cn.parcoordsControlView).data(v,d);U.enter().append(\"g\").classed(m.cn.parcoordsControlView,!0),U.attr(\"transform\",(function(t){return u(t.model.pad.l,t.model.pad.t)}));var V=U.selectAll(\".\"+m.cn.yAxis).data((function(t){return 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e=t.model.height/t.model.tickDistance,r=t.domainScale,i=r.domain();n.select(this).call(n.svg.axis().orient(\"left\").tickSize(4).outerTickSize(2).ticks(e,t.tickFormat).tickValues(t.ordinal?i:null).tickFormat((function(e){return y.isOrdinal(t)?e:D(t.model.dimensions[t.visibleIndex],e)})).scale(r)),f.font(q.selectAll(\"text\"),t.model.tickFont)})),q.selectAll(\".domain, .tick>line\").attr(\"fill\",\"none\").attr(\"stroke\",\"black\").attr(\"stroke-opacity\",.25).attr(\"stroke-width\",\"1px\"),q.selectAll(\"text\").style(\"text-shadow\",c.makeTextShadow(A)).style(\"cursor\",\"default\");var G=H.selectAll(\".\"+m.cn.axisHeading).data(v,d);G.enter().append(\"g\").classed(m.cn.axisHeading,!0);var Z=G.selectAll(\".\"+m.cn.axisTitle).data(v,d);Z.enter().append(\"text\").classed(m.cn.axisTitle,!0).attr(\"text-anchor\",\"middle\").style(\"cursor\",\"ew-resize\").style(\"pointer-events\",o?\"none\":\"auto\"),Z.text((function(t){return t.label})).each((function(e){var 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J=Y.selectAll(\".\"+m.cn.axisExtentBottom).data(v,d);J.enter().append(\"g\").classed(m.cn.axisExtentBottom,!0),J.attr(\"transform\",(function(t){return u(0,t.model.height+m.axisExtentOffset)}));var K=J.selectAll(\".\"+m.cn.axisExtentBottomText).data(v,d);K.enter().append(\"text\").classed(m.cn.axisExtentBottomText,!0).attr(\"dy\",\"0.75em\").call(P),K.text((function(t){return z(t,!1)})).each((function(t){f.font(n.select(this),t.model.rangeFont)})),x.ensureAxisBrush(H,A,t)}},21341:function(t,e,r){\"use strict\";var n=r(17171),i=r(79749),a=r(1602).isVisible,o={};function s(t,e,r){var n=e.indexOf(r),i=t.indexOf(n);return-1===i&&(i+=e.length),i}(t.exports=function(t,e){var r=t._fullLayout;if(i(t,[],o)){var l={},u={},c={},f={},h=r._size;e.forEach((function(e,r){var n=e[0].trace;c[r]=n.index;var i=f[r]=n._fullInput.index;l[r]=t.data[i].dimensions,u[r]=t.data[i].dimensions.slice()})),n(t,e,{width:h.w,height:h.h,margin:{t:h.t,r:h.r,b:h.b,l:h.l}},{filterChanged:function(e,n,i){var a=u[e][n],o=i.map((function(t){return t.slice()})),s=\"dimensions[\"+n+\"].constraintrange\",l=r._tracePreGUI[t._fullData[c[e]]._fullInput.uid];if(void 0===l[s]){var h=a.constraintrange;l[s]=h||null}var p=t._fullData[c[e]].dimensions[n];o.length?(1===o.length&&(o=o[0]),a.constraintrange=o,p.constraintrange=o.slice(),o=[o]):(delete a.constraintrange,delete p.constraintrange,o=null);var d={};d[s]=o,t.emit(\"plotly_restyle\",[d,[f[e]]])},hover:function(e){t.emit(\"plotly_hover\",e)},unhover:function(e){t.emit(\"plotly_unhover\",e)},axesMoved:function(e,r){var n=function(t,e){return function(r,n){return s(t,e,r)-s(t,e,n)}}(r,u[e].filter(a));l[e].sort(n),u[e].filter((function(t){return!a(t)})).sort((function(t){return u[e].indexOf(t)})).forEach((function(t){l[e].splice(l[e].indexOf(t),1),l[e].splice(u[e].indexOf(t),0,t)})),t.emit(\"plotly_restyle\",[{dimensions:[l[e]]},[f[e]]])}})}}).reglPrecompiled=o},34e3:function(t,e,r){\"use strict\";var n=r(9012),i=r(27670).Y,a=r(41940),o=r(22399),s=r(5386).fF,l=r(5386).si,u=r(1426).extendFlat,c=r(79952).u,f=a({editType:\"plot\",arrayOk:!0,colorEditType:\"plot\"});t.exports={labels:{valType:\"data_array\",editType:\"calc\"},label0:{valType:\"number\",dflt:0,editType:\"calc\"},dlabel:{valType:\"number\",dflt:1,editType:\"calc\"},values:{valType:\"data_array\",editType:\"calc\"},marker:{colors:{valType:\"data_array\",editType:\"calc\"},line:{color:{valType:\"color\",dflt:o.defaultLine,arrayOk:!0,editType:\"style\"},width:{valType:\"number\",min:0,dflt:0,arrayOk:!0,editType:\"style\"},editType:\"calc\"},pattern:c,editType:\"calc\"},text:{valType:\"data_array\",editType:\"plot\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"style\"},scalegroup:{valType:\"string\",dflt:\"\",editType:\"calc\"},textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"value\",\"percent\"],extras:[\"none\"],editType:\"calc\"},hoverinfo:u({},n.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:s({},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),texttemplate:l({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),textposition:{valType:\"enumerated\",values:[\"inside\",\"outside\",\"auto\",\"none\"],dflt:\"auto\",arrayOk:!0,editType:\"plot\"},textfont:u({},f,{}),insidetextorientation:{valType:\"enumerated\",values:[\"horizontal\",\"radial\",\"tangential\",\"auto\"],dflt:\"auto\",editType:\"plot\"},insidetextfont:u({},f,{}),outsidetextfont:u({},f,{}),automargin:{valType:\"boolean\",dflt:!1,editType:\"plot\"},title:{text:{valType:\"string\",dflt:\"\",editType:\"plot\"},font:u({},f,{}),position:{valType:\"enumerated\",values:[\"top 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n=r(74875);e.name=\"pie\",e.plot=function(t,r,i,a){n.plotBasePlot(e.name,t,r,i,a)},e.clean=function(t,r,i,a){n.cleanBasePlot(e.name,t,r,i,a)}},32354:function(t,e,r){\"use strict\";var n=r(92770),i=r(84267),a=r(7901),o={};function s(t){return function(e,r){return!!e&&!!(e=i(e)).isValid()&&(e=a.addOpacity(e,e.getAlpha()),t[r]||(t[r]=e),e)}}function l(t,e){var r,n=JSON.stringify(t),a=e[n];if(!a){for(a=t.slice(),r=0;r<t.length;r++)a.push(i(t[r]).lighten(20).toHexString());for(r=0;r<t.length;r++)a.push(i(t[r]).darken(20).toHexString());e[n]=a}return a}t.exports={calc:function(t,e){var r,i,a=[],o=t._fullLayout,l=o.hiddenlabels||[],u=e.labels,c=e.marker.colors||[],f=e.values,h=e._length,p=e._hasValues&&h;if(e.dlabel)for(u=new Array(h),r=0;r<h;r++)u[r]=String(e.label0+r*e.dlabel);var d={},v=s(o[\"_\"+e.type+\"colormap\"]),g=0,y=!1;for(r=0;r<h;r++){var m,x,b;if(p){if(m=f[r],!n(m))continue;m=+m}else m=1;void 0!==(x=u[r])&&\"\"!==x||(x=r);var _=d[x=String(x)];void 0===_?(d[x]=a.length,(b=-1!==l.indexOf(x))||(g+=m),a.push({v:m,label:x,color:v(c[r],x),i:r,pts:[r],hidden:b})):(y=!0,(i=a[_]).v+=m,i.pts.push(r),i.hidden||(g+=m),!1===i.color&&c[r]&&(i.color=v(c[r],x)))}return a=a.filter((function(t){return t.v>=0})),(\"funnelarea\"===e.type?y:e.sort)&&a.sort((function(t,e){return e.v-t.v})),a[0]&&(a[0].vTotal=g),a},crossTraceCalc:function(t,e){var r=(e||{}).type;r||(r=\"pie\");var n=t._fullLayout,i=t.calcdata,a=n[r+\"colorway\"],s=n[\"_\"+r+\"colormap\"];n[\"extend\"+r+\"colors\"]&&(a=l(a,o));for(var u=0,c=0;c<i.length;c++){var f=i[c];if(f[0].trace.type===r)for(var h=0;h<f.length;h++){var p=f[h];!1===p.color&&(s[p.label]?p.color=s[p.label]:(s[p.label]=p.color=a[u%a.length],u++))}}},makePullColorFn:s,generateExtendedColors:l}},37434:function(t,e,r){\"use strict\";var n=r(92770),i=r(71828),a=r(34e3),o=r(27670).c,s=r(90769).handleText,l=r(71828).coercePattern;function u(t,e){var r=Array.isArray(t),a=i.isArrayOrTypedArray(e),o=Math.min(r?t.length:1/0,a?e.length:1/0);if(isFinite(o)||(o=0),o&&a){for(var s,l=0;l<o;l++){var u=e[l];if(n(u)&&u>0){s=!0;break}}s||(o=0)}return{hasLabels:r,hasValues:a,len:o}}function c(t,e,r,n,i){n(\"marker.line.width\")&&n(\"marker.line.color\",i?void 0:r.paper_bgcolor);var a=n(\"marker.colors\");l(n,\"marker.pattern\",a),t.marker&&!e.marker.pattern.fgcolor&&(e.marker.pattern.fgcolor=t.marker.colors),e.marker.pattern.bgcolor||(e.marker.pattern.bgcolor=r.paper_bgcolor)}t.exports={handleLabelsAndValues:u,handleMarkerDefaults:c,supplyDefaults:function(t,e,r,n){function l(r,n){return i.coerce(t,e,a,r,n)}var f=u(l(\"labels\"),l(\"values\")),h=f.len;if(e._hasLabels=f.hasLabels,e._hasValues=f.hasValues,!e._hasLabels&&e._hasValues&&(l(\"label0\"),l(\"dlabel\")),h){e._length=h,c(t,e,n,l,!0),l(\"scalegroup\");var p,d=l(\"text\"),v=l(\"texttemplate\");if(v||(p=l(\"textinfo\",Array.isArray(d)?\"text+percent\":\"percent\")),l(\"hovertext\"),l(\"hovertemplate\"),v||p&&\"none\"!==p){var g=l(\"textposition\");s(t,e,n,l,g,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1}),(Array.isArray(g)||\"auto\"===g||\"outside\"===g)&&l(\"automargin\"),(\"inside\"===g||\"auto\"===g||Array.isArray(g))&&l(\"insidetextorientation\")}o(e,n,l);var y=l(\"hole\");if(l(\"title.text\")){var m=l(\"title.position\",y?\"middle center\":\"top center\");y||\"middle center\"!==m||(e.title.position=\"top center\"),i.coerceFont(l,\"title.font\",n.font)}l(\"sort\"),l(\"direction\"),l(\"rotation\"),l(\"pull\")}else e.visible=!1}}},20007:function(t,e,r){\"use strict\";var n=r(23469).appendArrayMultiPointValues;t.exports=function(t,e){var r={curveNumber:e.index,pointNumbers:t.pts,data:e._input,fullData:e,label:t.label,color:t.color,value:t.v,percent:t.percent,text:t.text,bbox:t.bbox,v:t.v};return 1===t.pts.length&&(r.pointNumber=r.i=t.pts[0]),n(r,e,t.pts),\"funnelarea\"===e.type&&(delete r.v,delete r.i),r}},22209:function(t,e,r){\"use strict\";var n=r(91424),i=r(7901);t.exports=function(t,e,r,a){var o=r.marker.pattern;o&&o.shape?n.pointStyle(t,r,a,e):i.fill(t,e.color)}},53581:function(t,e,r){\"use strict\";var n=r(71828);function i(t){return-1!==t.indexOf(\"e\")?t.replace(/[.]?0+e/,\"e\"):-1!==t.indexOf(\".\")?t.replace(/[.]?0+$/,\"\"):t}e.formatPiePercent=function(t,e){var r=i((100*t).toPrecision(3));return n.numSeparate(r,e)+\"%\"},e.formatPieValue=function(t,e){var r=i(t.toPrecision(10));return n.numSeparate(r,e)},e.getFirstFilled=function(t,e){if(Array.isArray(t))for(var r=0;r<e.length;r++){var n=t[e[r]];if(n||0===n||\"\"===n)return n}},e.castOption=function(t,r){return Array.isArray(t)?e.getFirstFilled(t,r):t||void 0},e.getRotationAngle=function(t){return(\"auto\"===t?0:t)*Math.PI/180}},58810:function(t,e,r){\"use strict\";t.exports={attributes:r(34e3),supplyDefaults:r(37434).supplyDefaults,supplyLayoutDefaults:r(92097),layoutAttributes:r(92774),calc:r(32354).calc,crossTraceCalc:r(32354).crossTraceCalc,plot:r(14575).plot,style:r(68357),styleOne:r(63463),moduleType:\"trace\",name:\"pie\",basePlotModule:r(13584),categories:[\"pie-like\",\"pie\",\"showLegend\"],meta:{}}},92774:function(t){\"use strict\";t.exports={hiddenlabels:{valType:\"data_array\",editType:\"calc\"},piecolorway:{valType:\"colorlist\",editType:\"calc\"},extendpiecolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},92097:function(t,e,r){\"use strict\";var n=r(71828),i=r(92774);t.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r(\"hiddenlabels\"),r(\"piecolorway\",e.colorway),r(\"extendpiecolors\")}},14575:function(t,e,r){\"use strict\";var n=r(39898),i=r(74875),a=r(30211),o=r(7901),s=r(91424),l=r(71828),u=l.strScale,c=l.strTranslate,f=r(63893),h=r(72597),p=h.recordMinTextSize,d=h.clearMinTextSize,v=r(97313).TEXTPAD,g=r(53581),y=r(20007),m=r(71828).isValidTextValue;function x(t,e,r){var i=r[0],o=i.cx,s=i.cy,u=i.trace,c=\"funnelarea\"===u.type;\"_hasHoverLabel\"in u||(u._hasHoverLabel=!1),\"_hasHoverEvent\"in u||(u._hasHoverEvent=!1),t.on(\"mouseover\",(function(t){var r=e._fullLayout,f=e._fullData[u.index];if(!e._dragging&&!1!==r.hovermode){var h=f.hoverinfo;if(Array.isArray(h)&&(h=a.castHoverinfo({hoverinfo:[g.castOption(h,t.pts)],_module:u._module},r,0)),\"all\"===h&&(h=\"label+text+value+percent+name\"),f.hovertemplate||\"none\"!==h&&\"skip\"!==h&&h){var p=t.rInscribed||0,d=o+t.pxmid[0]*(1-p),v=s+t.pxmid[1]*(1-p),m=r.separators,x=[];if(h&&-1!==h.indexOf(\"label\")&&x.push(t.label),t.text=g.castOption(f.hovertext||f.text,t.pts),h&&-1!==h.indexOf(\"text\")){var b=t.text;l.isValidTextValue(b)&&x.push(b)}t.value=t.v,t.valueLabel=g.formatPieValue(t.v,m),h&&-1!==h.indexOf(\"value\")&&x.push(t.valueLabel),t.percent=t.v/i.vTotal,t.percentLabel=g.formatPiePercent(t.percent,m),h&&-1!==h.indexOf(\"percent\")&&x.push(t.percentLabel);var _=f.hoverlabel,w=_.font,T=[];a.loneHover({trace:u,x0:d-p*i.r,x1:d+p*i.r,y:v,_x0:c?o+t.TL[0]:d-p*i.r,_x1:c?o+t.TR[0]:d+p*i.r,_y0:c?s+t.TL[1]:v-p*i.r,_y1:c?s+t.BL[1]:v+p*i.r,text:x.join(\"<br>\"),name:f.hovertemplate||-1!==h.indexOf(\"name\")?f.name:void 0,idealAlign:t.pxmid[0]<0?\"left\":\"right\",color:g.castOption(_.bgcolor,t.pts)||t.color,borderColor:g.castOption(_.bordercolor,t.pts),fontFamily:g.castOption(w.family,t.pts),fontSize:g.castOption(w.size,t.pts),fontColor:g.castOption(w.color,t.pts),nameLength:g.castOption(_.namelength,t.pts),textAlign:g.castOption(_.align,t.pts),hovertemplate:g.castOption(f.hovertemplate,t.pts),hovertemplateLabels:t,eventData:[y(t,f)]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:e,inOut_bbox:T}),t.bbox=T[0],u._hasHoverLabel=!0}u._hasHoverEvent=!0,e.emit(\"plotly_hover\",{points:[y(t,f)],event:n.event})}})),t.on(\"mouseout\",(function(t){var r=e._fullLayout,i=e._fullData[u.index],o=n.select(this).datum();u._hasHoverEvent&&(t.originalEvent=n.event,e.emit(\"plotly_unhover\",{points:[y(o,i)],event:n.event}),u._hasHoverEvent=!1),u._hasHoverLabel&&(a.loneUnhover(r._hoverlayer.node()),u._hasHoverLabel=!1)})),t.on(\"click\",(function(t){var r=e._fullLayout,i=e._fullData[u.index];e._dragging||!1===r.hovermode||(e._hoverdata=[y(t,i)],a.click(e,n.event))}))}function b(t,e,r){var n=g.castOption(t.insidetextfont.color,e.pts);!n&&t._input.textfont&&(n=g.castOption(t._input.textfont.color,e.pts));var i=g.castOption(t.insidetextfont.family,e.pts)||g.castOption(t.textfont.family,e.pts)||r.family,a=g.castOption(t.insidetextfont.size,e.pts)||g.castOption(t.textfont.size,e.pts)||r.size;return{color:n||o.contrast(e.color),family:i,size:a}}function _(t,e){for(var r,n,i=0;i<t.length;i++)if((n=(r=t[i][0]).trace).title.text){var a=n.title.text;n._meta&&(a=l.templateString(a,n._meta));var o=s.tester.append(\"text\").attr(\"data-notex\",1).text(a).call(s.font,n.title.font).call(f.convertToTspans,e),u=s.bBox(o.node(),!0);r.titleBox={width:u.width,height:u.height},o.remove()}}function w(t,e,r){var n=r.r||e.rpx1,i=e.rInscribed;if(e.startangle===e.stopangle)return{rCenter:1-i,scale:0,rotate:0,textPosAngle:0};var a,o=e.ring,s=1===o&&Math.abs(e.startangle-e.stopangle)===2*Math.PI,l=e.halfangle,u=e.midangle,c=r.trace.insidetextorientation,f=\"horizontal\"===c,h=\"tangential\"===c,p=\"radial\"===c,d=\"auto\"===c,v=[];if(!d){var g,y=function(r,i){if(function(t,e){var r=t.startangle,n=t.stopangle;return r>e&&e>n||r<e&&e<n}(e,r)){var s=Math.abs(r-e.startangle),l=Math.abs(r-e.stopangle),u=s<l?s:l;(a=\"tan\"===i?k(t,n,o,u,0):T(t,n,o,u,Math.PI/2)).textPosAngle=r,v.push(a)}};if(f||h){for(g=4;g>=-4;g-=2)y(Math.PI*g,\"tan\");for(g=4;g>=-4;g-=2)y(Math.PI*(g+1),\"tan\")}if(f||p){for(g=4;g>=-4;g-=2)y(Math.PI*(g+1.5),\"rad\");for(g=4;g>=-4;g-=2)y(Math.PI*(g+.5),\"rad\")}}if(s||d||f){var m=Math.sqrt(t.width*t.width+t.height*t.height);if((a={scale:i*n*2/m,rCenter:1-i,rotate:0}).textPosAngle=(e.startangle+e.stopangle)/2,a.scale>=1)return a;v.push(a)}(d||p)&&((a=T(t,n,o,l,u)).textPosAngle=(e.startangle+e.stopangle)/2,v.push(a)),(d||h)&&((a=k(t,n,o,l,u)).textPosAngle=(e.startangle+e.stopangle)/2,v.push(a));for(var x=0,b=0,_=0;_<v.length;_++){var w=v[_].scale;if(b<w&&(b=w,x=_),!d&&b>=1)break}return v[x]}function T(t,e,r,n,i){e=Math.max(0,e-2*v);var a=t.width/t.height,o=S(a,n,e,r);return{scale:2*o/t.height,rCenter:A(a,o/e),rotate:M(i)}}function k(t,e,r,n,i){e=Math.max(0,e-2*v);var a=t.height/t.width,o=S(a,n,e,r);return{scale:2*o/t.width,rCenter:A(a,o/e),rotate:M(i+Math.PI/2)}}function A(t,e){return Math.cos(e)-t*e}function M(t){return(180/Math.PI*t+720)%180-90}function S(t,e,r,n){var i=t+1/(2*Math.tan(e));return r*Math.min(1/(Math.sqrt(i*i+.5)+i),n/(Math.sqrt(t*t+n/2)+t))}function E(t,e){return t.v!==e.vTotal||e.trace.hole?Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2):1}function L(t,e){var r=e.pxmid[0],n=e.pxmid[1],i=t.width/2,a=t.height/2;return r<0&&(i*=-1),n<0&&(a*=-1),{scale:1,rCenter:1,rotate:0,x:i+Math.abs(a)*(i>0?1:-1)/2,y:a/(1+r*r/(n*n)),outside:!0}}function C(t,e){var r,n,i,a=t.trace,o={x:t.cx,y:t.cy},s={tx:0,ty:0};s.ty+=a.title.font.size,i=O(a),-1!==a.title.position.indexOf(\"top\")?(o.y-=(1+i)*t.r,s.ty-=t.titleBox.height):-1!==a.title.position.indexOf(\"bottom\")&&(o.y+=(1+i)*t.r);var l,u=t.r/(void 0===(l=t.trace.aspectratio)?1:l),c=e.w*(a.domain.x[1]-a.domain.x[0])/2;return-1!==a.title.position.indexOf(\"left\")?(c+=u,o.x-=(1+i)*u,s.tx+=t.titleBox.width/2):-1!==a.title.position.indexOf(\"center\")?c*=2:-1!==a.title.position.indexOf(\"right\")&&(c+=u,o.x+=(1+i)*u,s.tx-=t.titleBox.width/2),r=c/t.titleBox.width,n=P(t,e)/t.titleBox.height,{x:o.x,y:o.y,scale:Math.min(r,n),tx:s.tx,ty:s.ty}}function P(t,e){var r=t.trace,n=e.h*(r.domain.y[1]-r.domain.y[0]);return Math.min(t.titleBox.height,n/2)}function O(t){var e,r=t.pull;if(!r)return 0;if(Array.isArray(r))for(r=0,e=0;e<t.pull.length;e++)t.pull[e]>r&&(r=t.pull[e]);return r}function I(t,e){for(var r=[],n=0;n<t.length;n++){var i=t[n][0],a=i.trace,o=a.domain,s=e.w*(o.x[1]-o.x[0]),l=e.h*(o.y[1]-o.y[0]);a.title.text&&\"middle center\"!==a.title.position&&(l-=P(i,e));var u=s/2,c=l/2;\"funnelarea\"!==a.type||a.scalegroup||(c/=a.aspectratio),i.r=Math.min(u,c)/(1+O(a)),i.cx=e.l+e.w*(a.domain.x[1]+a.domain.x[0])/2,i.cy=e.t+e.h*(1-a.domain.y[0])-l/2,a.title.text&&-1!==a.title.position.indexOf(\"bottom\")&&(i.cy-=P(i,e)),a.scalegroup&&-1===r.indexOf(a.scalegroup)&&r.push(a.scalegroup)}!function(t,e){for(var r,n,i,a=0;a<e.length;a++){var o=1/0,s=e[a];for(n=0;n<t.length;n++)if((i=(r=t[n][0]).trace).scalegroup===s){var l;if(\"pie\"===i.type)l=r.r*r.r;else if(\"funnelarea\"===i.type){var u,c;i.aspectratio>1?c=(u=r.r)/i.aspectratio:u=(c=r.r)*i.aspectratio,l=(u*=(1+i.baseratio)/2)*c}o=Math.min(o,l/r.vTotal)}for(n=0;n<t.length;n++)if((i=(r=t[n][0]).trace).scalegroup===s){var f=o*r.vTotal;\"funnelarea\"===i.type&&(f/=(1+i.baseratio)/2,f/=i.aspectratio),r.r=Math.sqrt(f)}}}(t,r)}function D(t,e){return[t*Math.sin(e),-t*Math.cos(e)]}function z(t,e,r){var n=t._fullLayout,i=r.trace,a=i.texttemplate,o=i.textinfo;if(!a&&o&&\"none\"!==o){var s,u=o.split(\"+\"),c=function(t){return-1!==u.indexOf(t)},f=c(\"label\"),h=c(\"text\"),p=c(\"value\"),d=c(\"percent\"),v=n.separators;if(s=f?[e.label]:[],h){var y=g.getFirstFilled(i.text,e.pts);m(y)&&s.push(y)}p&&s.push(g.formatPieValue(e.v,v)),d&&s.push(g.formatPiePercent(e.v/r.vTotal,v)),e.text=s.join(\"<br>\")}if(a){var x=l.castOption(i,e.i,\"texttemplate\");if(x){var b=function(t){return{label:t.label,value:t.v,valueLabel:g.formatPieValue(t.v,n.separators),percent:t.v/r.vTotal,percentLabel:g.formatPiePercent(t.v/r.vTotal,n.separators),color:t.color,text:t.text,customdata:l.castOption(i,t.i,\"customdata\")}}(e),_=g.getFirstFilled(i.text,e.pts);(m(_)||\"\"===_)&&(b.text=_),e.text=l.texttemplateString(x,b,t._fullLayout._d3locale,b,i._meta||{})}else e.text=\"\"}}function R(t,e){var r=t.rotate*Math.PI/180,n=Math.cos(r),i=Math.sin(r),a=(e.left+e.right)/2,o=(e.top+e.bottom)/2;t.textX=a*n-o*i,t.textY=a*i+o*n,t.noCenter=!0}t.exports={plot:function(t,e){var r=t._context.staticPlot,a=t._fullLayout,h=a._size;d(\"pie\",a),_(e,t),I(e,h);var v=l.makeTraceGroups(a._pielayer,e,\"trace\").each((function(e){var d=n.select(this),v=e[0],y=v.trace;!function(t){var e,r,n,i=t[0],a=i.r,o=i.trace,s=g.getRotationAngle(o.rotation),l=2*Math.PI/i.vTotal,u=\"px0\",c=\"px1\";if(\"counterclockwise\"===o.direction){for(e=0;e<t.length&&t[e].hidden;e++);if(e===t.length)return;s+=l*t[e].v,l*=-1,u=\"px1\",c=\"px0\"}for(n=D(a,s),e=0;e<t.length;e++)(r=t[e]).hidden||(r[u]=n,r.startangle=s,s+=l*r.v/2,r.pxmid=D(a,s),r.midangle=s,n=D(a,s+=l*r.v/2),r.stopangle=s,r[c]=n,r.largeArc=r.v>i.vTotal/2?1:0,r.halfangle=Math.PI*Math.min(r.v/i.vTotal,.5),r.ring=1-o.hole,r.rInscribed=E(r,i))}(e),d.attr(\"stroke-linejoin\",\"round\"),d.each((function(){var m=n.select(this).selectAll(\"g.slice\").data(e);m.enter().append(\"g\").classed(\"slice\",!0),m.exit().remove();var _=[[[],[]],[[],[]]],T=!1;m.each((function(i,o){if(i.hidden)n.select(this).selectAll(\"path,g\").remove();else{i.pointNumber=i.i,i.curveNumber=y.index,_[i.pxmid[1]<0?0:1][i.pxmid[0]<0?0:1].push(i);var u=v.cx,c=v.cy,h=n.select(this),d=h.selectAll(\"path.surface\").data([i]);if(d.enter().append(\"path\").classed(\"surface\",!0).style({\"pointer-events\":r?\"none\":\"all\"}),h.call(x,t,e),y.pull){var m=+g.castOption(y.pull,i.pts)||0;m>0&&(u+=m*i.pxmid[0],c+=m*i.pxmid[1])}i.cxFinal=u,i.cyFinal=c;var k=y.hole;if(i.v===v.vTotal){var A=\"M\"+(u+i.px0[0])+\",\"+(c+i.px0[1])+P(i.px0,i.pxmid,!0,1)+P(i.pxmid,i.px0,!0,1)+\"Z\";k?d.attr(\"d\",\"M\"+(u+k*i.px0[0])+\",\"+(c+k*i.px0[1])+P(i.px0,i.pxmid,!1,k)+P(i.pxmid,i.px0,!1,k)+\"Z\"+A):d.attr(\"d\",A)}else{var M=P(i.px0,i.px1,!0,1);if(k){var S=1-k;d.attr(\"d\",\"M\"+(u+k*i.px1[0])+\",\"+(c+k*i.px1[1])+P(i.px1,i.px0,!1,k)+\"l\"+S*i.px0[0]+\",\"+S*i.px0[1]+M+\"Z\")}else d.attr(\"d\",\"M\"+u+\",\"+c+\"l\"+i.px0[0]+\",\"+i.px0[1]+M+\"Z\")}z(t,i,v);var E=g.castOption(y.textposition,i.pts),C=h.selectAll(\"g.slicetext\").data(i.text&&\"none\"!==E?[0]:[]);C.enter().append(\"g\").classed(\"slicetext\",!0),C.exit().remove(),C.each((function(){var r=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),h=l.ensureUniformFontSize(t,\"outside\"===E?function(t,e,r){return{color:g.castOption(t.outsidetextfont.color,e.pts)||g.castOption(t.textfont.color,e.pts)||r.color,family:g.castOption(t.outsidetextfont.family,e.pts)||g.castOption(t.textfont.family,e.pts)||r.family,size:g.castOption(t.outsidetextfont.size,e.pts)||g.castOption(t.textfont.size,e.pts)||r.size}}(y,i,a.font):b(y,i,a.font));r.text(i.text).attr({class:\"slicetext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,h).call(f.convertToTspans,t);var d,m=s.bBox(r.node());if(\"outside\"===E)d=L(m,i);else if(d=w(m,i,v),\"auto\"===E&&d.scale<1){var x=l.ensureUniformFontSize(t,y.outsidetextfont);r.call(s.font,x),d=L(m=s.bBox(r.node()),i)}var _=d.textPosAngle,k=void 0===_?i.pxmid:D(v.r,_);if(d.targetX=u+k[0]*d.rCenter+(d.x||0),d.targetY=c+k[1]*d.rCenter+(d.y||0),R(d,m),d.outside){var A=d.targetY;i.yLabelMin=A-m.height/2,i.yLabelMid=A,i.yLabelMax=A+m.height/2,i.labelExtraX=0,i.labelExtraY=0,T=!0}d.fontSize=h.size,p(y.type,d,a),e[o].transform=d,l.setTransormAndDisplay(r,d)}))}function P(t,e,r,n){var a=n*(e[0]-t[0]),o=n*(e[1]-t[1]);return\"a\"+n*v.r+\",\"+n*v.r+\" 0 \"+i.largeArc+(r?\" 1 \":\" 0 \")+a+\",\"+o}}));var k=n.select(this).selectAll(\"g.titletext\").data(y.title.text?[0]:[]);if(k.enter().append(\"g\").classed(\"titletext\",!0),k.exit().remove(),k.each((function(){var e,r=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),i=y.title.text;y._meta&&(i=l.templateString(i,y._meta)),r.text(i).attr({class:\"titletext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,y.title.font).call(f.convertToTspans,t),e=\"middle center\"===y.title.position?function(t){var 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t.link.label===i})).style(\"fill-opacity\",(function(t){return t.tinyColorAlpha})),r&&h(e,t).selectAll(u.sankeyNode).filter(g(t)).call(m)}function _(t,e){var r=t.hoverlabel||{},n=i.nestedProperty(r,e).get();return!Array.isArray(n)&&n}t.exports=function(t,e){for(var r=t._fullLayout,i=r._paper,h=r._size,v=0;v<t._fullData.length;v++)if(t._fullData[v].visible&&t._fullData[v].type===u.sankey&&!t._fullData[v]._viewInitial){var g=t._fullData[v].node;t._fullData[v]._viewInitial={node:{groups:g.groups.slice(),x:g.x.slice(),y:g.y.slice()}}}var w=c(t,\"source:\")+\" \",T=c(t,\"target:\")+\" \",k=c(t,\"concentration:\")+\" \",A=c(t,\"incoming flow count:\")+\" \",M=c(t,\"outgoing flow count:\")+\" \";o(t,i,e,{width:h.w,height:h.h,margin:{t:h.t,r:h.r,b:h.b,l:h.l}},{linkEvents:{hover:function(e,r,i){!1!==t._fullLayout.hovermode&&(n.select(e).call(x.bind(0,r,i,!0)),\"skip\"!==r.link.trace.link.hoverinfo&&(r.link.fullData=r.link.trace,t.emit(\"plotly_hover\",{event:n.event,points:[r.link]})))},follow:function(e,i){if(!1!==t._fullLayout.hovermode){var o=i.link.trace.link;if(\"none\"!==o.hoverinfo&&\"skip\"!==o.hoverinfo){for(var u=[],c=0,h=0;h<i.flow.links.length;h++){var v=i.flow.links[h];if(\"closest\"!==t._fullLayout.hovermode||i.link.pointNumber===v.pointNumber){i.link.pointNumber===v.pointNumber&&(c=h),v.fullData=v.trace,o=i.link.trace.link;var g=m(v),y={valueLabel:a(i.valueFormat)(v.value)+i.valueSuffix};u.push({x:g[0],y:g[1],name:y.valueLabel,text:[v.label||\"\",w+v.source.label,T+v.target.label,v.concentrationscale?k+a(\"%0.2f\")(v.flow.labelConcentration):\"\"].filter(f).join(\"<br>\"),color:_(o,\"bgcolor\")||l.addOpacity(v.color,1),borderColor:_(o,\"bordercolor\"),fontFamily:_(o,\"font.family\"),fontSize:_(o,\"font.size\"),fontColor:_(o,\"font.color\"),nameLength:_(o,\"namelength\"),textAlign:_(o,\"align\"),idealAlign:n.event.x<g[0]?\"right\":\"left\",hovertemplate:o.hovertemplate,hovertemplateLabels:y,eventData:[v]})}}s.loneHover(u,{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:t,anchorIndex:c}).each((function(){i.link.concentrationscale||p(this,.65),d(this)}))}}function m(t){var e,r;t.circular?(e=(t.circularPathData.leftInnerExtent+t.circularPathData.rightInnerExtent)/2,r=t.circularPathData.verticalFullExtent):(e=(t.source.x1+t.target.x0)/2,r=(t.y0+t.y1)/2);var n=[e,r];return\"v\"===t.trace.orientation&&n.reverse(),n[0]+=i.parent.translateX,n[1]+=i.parent.translateY,n}},unhover:function(e,i,a){!1!==t._fullLayout.hovermode&&(n.select(e).call(b.bind(0,i,a,!0)),\"skip\"!==i.link.trace.link.hoverinfo&&(i.link.fullData=i.link.trace,t.emit(\"plotly_unhover\",{event:n.event,points:[i.link]})),s.loneUnhover(r._hoverlayer.node()))},select:function(e,r){var i=r.link;i.originalEvent=n.event,t._hoverdata=[i],s.click(t,{target:!0})}},nodeEvents:{hover:function(e,r,i){!1!==t._fullLayout.hovermode&&(n.select(e).call(y,r,i),\"skip\"!==r.node.trace.node.hoverinfo&&(r.node.fullData=r.node.trace,t.emit(\"plotly_hover\",{event:n.event,points:[r.node]})))},follow:function(e,i){if(!1!==t._fullLayout.hovermode){var o=i.node.trace.node;if(\"none\"!==o.hoverinfo&&\"skip\"!==o.hoverinfo){var l=n.select(e).select(\".\"+u.nodeRect),c=t._fullLayout._paperdiv.node().getBoundingClientRect(),h=l.node().getBoundingClientRect(),v=h.left-2-c.left,g=h.right+2-c.left,y=h.top+h.height/4-c.top,m={valueLabel:a(i.valueFormat)(i.node.value)+i.valueSuffix};i.node.fullData=i.node.trace,t._fullLayout._calcInverseTransform(t);var x=t._fullLayout._invScaleX,b=t._fullLayout._invScaleY,w=s.loneHover({x0:x*v,x1:x*g,y:b*y,name:a(i.valueFormat)(i.node.value)+i.valueSuffix,text:[i.node.label,A+i.node.targetLinks.length,M+i.node.sourceLinks.length].filter(f).join(\"<br>\"),color:_(o,\"bgcolor\")||i.tinyColorHue,borderColor:_(o,\"bordercolor\"),fontFamily:_(o,\"font.family\"),fontSize:_(o,\"font.size\"),fontColor:_(o,\"font.color\"),nameLength:_(o,\"namelength\"),textAlign:_(o,\"align\"),idealAlign:\"left\",hovertemplate:o.hovertemplate,hovertemplateLabels:m,eventData:[i.node]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:t});p(w,.85),d(w)}}},unhover:function(e,i,a){!1!==t._fullLayout.hovermode&&(n.select(e).call(m,i,a),\"skip\"!==i.node.trace.node.hoverinfo&&(i.node.fullData=i.node.trace,t.emit(\"plotly_unhover\",{event:n.event,points:[i.node]})),s.loneUnhover(r._hoverlayer.node()))},select:function(e,r,i){var a=r.node;a.originalEvent=n.event,t._hoverdata=[a],n.select(e).call(m,r,i),s.click(t,{target:!0})}}})}},3393:function(t,e,r){\"use strict\";var n=r(49887),i=r(81684).k4,a=r(39898),o=r(30838),s=r(86781),l=r(85247),u=r(84267),c=r(7901),f=r(91424),h=r(71828),p=h.strTranslate,d=h.strRotate,v=r(28984),g=v.keyFun,y=v.repeat,m=v.unwrap,x=r(63893),b=r(73972),_=r(18783),w=_.CAP_SHIFT,T=_.LINE_SPACING;function k(t,e,r){var n,i=m(e),a=i.trace,c=a.domain,f=\"h\"===a.orientation,p=a.node.pad,d=a.node.thickness,v=t.width*(c.x[1]-c.x[0]),g=t.height*(c.y[1]-c.y[0]),y=i._nodes,x=i._links,b=i.circular;(n=b?s.sankeyCircular().circularLinkGap(0):o.sankey()).iterations(l.sankeyIterations).size(f?[v,g]:[g,v]).nodeWidth(d).nodePadding(p).nodeId((function(t){return t.pointNumber})).nodes(y).links(x);var _,w,T,k=n();for(var A in n.nodePadding()<p&&h.warn(\"node.pad was reduced to \",n.nodePadding(),\" to fit within the figure.\"),i._groupLookup){var M,S=parseInt(i._groupLookup[A]);for(_=0;_<k.nodes.length;_++)if(k.nodes[_].pointNumber===S){M=k.nodes[_];break}if(M){var E={pointNumber:parseInt(A),x0:M.x0,x1:M.x1,y0:M.y0,y1:M.y1,partOfGroup:!0,sourceLinks:[],targetLinks:[]};k.nodes.unshift(E),M.childrenNodes.unshift(E)}}if(function(){for(_=0;_<k.nodes.length;_++){var t,e,r=k.nodes[_],n={};for(w=0;w<r.targetLinks.length;w++)t=(e=r.targetLinks[w]).source.pointNumber+\":\"+e.target.pointNumber,n.hasOwnProperty(t)||(n[t]=[]),n[t].push(e);var i=Object.keys(n);for(w=0;w<i.length;w++){var a=n[t=i[w]],o=0,s={};for(T=0;T<a.length;T++)s[(e=a[T]).label]||(s[e.label]=0),s[e.label]+=e.value,o+=e.value;for(T=0;T<a.length;T++)(e=a[T]).flow={value:o,labelConcentration:s[e.label]/o,concentration:e.value/o,links:a},e.concentrationscale&&(e.color=u(e.concentrationscale(e.flow.labelConcentration)))}var l=0;for(w=0;w<r.sourceLinks.length;w++)l+=r.sourceLinks[w].value;for(w=0;w<r.sourceLinks.length;w++)(e=r.sourceLinks[w]).concentrationOut=e.value/l;var c=0;for(w=0;w<r.targetLinks.length;w++)c+=r.targetLinks[w].value;for(w=0;w<r.targetLinks.length;w++)(e=r.targetLinks[w]).concenrationIn=e.value/c}}(),a.node.x.length&&a.node.y.length){for(_=0;_<Math.min(a.node.x.length,a.node.y.length,k.nodes.length);_++)if(a.node.x[_]&&a.node.y[_]){var L=[a.node.x[_]*v,a.node.y[_]*g];k.nodes[_].x0=L[0]-d/2,k.nodes[_].x1=L[0]+d/2;var C=k.nodes[_].y1-k.nodes[_].y0;k.nodes[_].y0=L[1]-C/2,k.nodes[_].y1=L[1]+C/2}\"snap\"===a.arrangement&&function(t){var e,r,n=t.map((function(t,e){return{x0:t.x0,index:e}})).sort((function(t,e){return t.x0-e.x0})),i=[],a=-1,o=-1/0;for(_=0;_<n.length;_++){var s=t[n[_].index];s.x0>o+d&&(a+=1,e=s.x0),o=s.x0,i[a]||(i[a]=[]),i[a].push(s),r=e-s.x0,s.x0+=r,s.x1+=r}return i}(y=k.nodes).forEach((function(t){var e,r,n,i=0,a=t.length;for(t.sort((function(t,e){return t.y0-e.y0})),n=0;n<a;++n)(e=t[n]).y0>=i||(r=i-e.y0)>1e-6&&(e.y0+=r,e.y1+=r),i=e.y1+p})),n.update(k)}return{circular:b,key:r,trace:a,guid:h.randstr(),horizontal:f,width:v,height:g,nodePad:a.node.pad,nodeLineColor:a.node.line.color,nodeLineWidth:a.node.line.width,linkLineColor:a.link.line.color,linkLineWidth:a.link.line.width,linkArrowLength:a.link.arrowlen,valueFormat:a.valueformat,valueSuffix:a.valuesuffix,textFont:a.textfont,translateX:c.x[0]*t.width+t.margin.l,translateY:t.height-c.y[1]*t.height+t.margin.t,dragParallel:f?g:v,dragPerpendicular:f?v:g,arrangement:a.arrangement,sankey:n,graph:k,forceLayouts:{},interactionState:{dragInProgress:!1,hovered:!1}}}function A(t,e,r){var n=u(e.color),i=e.source.label+\"|\"+e.target.label+\"__\"+r;return e.trace=t.trace,e.curveNumber=t.trace.index,{circular:t.circular,key:i,traceId:t.key,pointNumber:e.pointNumber,link:e,tinyColorHue:c.tinyRGB(n),tinyColorAlpha:n.getAlpha(),linkPath:M,linkLineColor:t.linkLineColor,linkLineWidth:t.linkLineWidth,linkArrowLength:t.linkArrowLength,valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,parent:t,interactionState:t.interactionState,flow:e.flow}}function M(){return function(t){var e=t.linkArrowLength;if(t.link.circular)return function(t,e){var r=t.width/2,n=t.circularPathData;return\"top\"===t.circularLinkType?\"M \"+(n.targetX-e)+\" \"+(n.targetY+r)+\" L\"+(n.rightInnerExtent-e)+\" \"+(n.targetY+r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 1 \"+(n.rightFullExtent-r-e)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r-e)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 1 \"+(n.rightInnerExtent-e)+\" \"+(n.verticalFullExtent-r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 1 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 0 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+(n.rightInnerExtent-e)+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 0 \"+(n.rightFullExtent+r-e)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r-e)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 0 \"+(n.rightInnerExtent-e)+\" \"+(n.targetY-r)+\"L\"+(n.targetX-e)+\" \"+(n.targetY-r)+(e>0?\"L\"+n.targetX+\" \"+n.targetY:\"\")+\"Z\":\"M \"+(n.targetX-e)+\" \"+(n.targetY-r)+\" L\"+(n.rightInnerExtent-e)+\" \"+(n.targetY-r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 0 \"+(n.rightFullExtent-r-e)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r-e)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 0 \"+(n.rightInnerExtent-e)+\" \"+(n.verticalFullExtent+r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 0 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 1 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+(n.rightInnerExtent-e)+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 1 \"+(n.rightFullExtent+r-e)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r-e)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 1 \"+(n.rightInnerExtent-e)+\" \"+(n.targetY+r)+\"L\"+(n.targetX-e)+\" \"+(n.targetY+r)+(e>0?\"L\"+n.targetX+\" \"+n.targetY:\"\")+\"Z\"}(t.link,e);var r=Math.abs((t.link.target.x0-t.link.source.x1)/2);e>r&&(e=r);var n=t.link.source.x1,a=t.link.target.x0-e,o=i(n,a),s=o(.5),l=o(.5),u=t.link.y0-t.link.width/2,c=t.link.y0+t.link.width/2,f=t.link.y1-t.link.width/2,h=t.link.y1+t.link.width/2,p=\"M\"+n+\",\"+u,d=\"C\"+s+\",\"+u+\" \"+l+\",\"+f+\" \"+a+\",\"+f,v=\"C\"+l+\",\"+h+\" \"+s+\",\"+c+\" \"+n+\",\"+c,g=e>0?\"L\"+(a+e)+\",\"+(f+t.link.width/2):\"\";return p+d+(g+=\"L\"+a+\",\"+h)+v+\"Z\"}}function S(t,e){var r=u(e.color),n=l.nodePadAcross,i=t.nodePad/2;e.dx=e.x1-e.x0,e.dy=e.y1-e.y0;var a=e.dx,o=Math.max(.5,e.dy),s=\"node_\"+e.pointNumber;return e.group&&(s=h.randstr()),e.trace=t.trace,e.curveNumber=t.trace.index,{index:e.pointNumber,key:s,partOfGroup:e.partOfGroup||!1,group:e.group,traceId:t.key,trace:t.trace,node:e,nodePad:t.nodePad,nodeLineColor:t.nodeLineColor,nodeLineWidth:t.nodeLineWidth,textFont:t.textFont,size:t.horizontal?t.height:t.width,visibleWidth:Math.ceil(a),visibleHeight:o,zoneX:-n,zoneY:-i,zoneWidth:a+2*n,zoneHeight:o+2*i,labelY:t.horizontal?e.dy/2+1:e.dx/2+1,left:1===e.originalLayer,sizeAcross:t.width,forceLayouts:t.forceLayouts,horizontal:t.horizontal,darkBackground:r.getBrightness()<=128,tinyColorHue:c.tinyRGB(r),tinyColorAlpha:r.getAlpha(),valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,graph:t.graph,arrangement:t.arrangement,uniqueNodeLabelPathId:[t.guid,t.key,s].join(\"_\"),interactionState:t.interactionState,figure:t}}function E(t){t.attr(\"transform\",(function(t){return p(t.node.x0.toFixed(3),t.node.y0.toFixed(3))}))}function L(t){t.call(E)}function 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b=u<2||i[0]!==i[u-1]||o[0]!==o[u-1];b&&(\"tozerox\"===y||\"tonextx\"===y&&(p||\"h\"===d))?m.tozero=!0:(e.error_y||{}).visible||\"tonexty\"!==y&&\"tozeroy\"!==y&&(l.hasMarkers(e)||l.hasText(e))||(m.padded=!1,m.ppad=0),b&&(\"tozeroy\"===y||\"tonexty\"===y&&(p||\"v\"===d))?x.tozero=!0:\"tonextx\"!==y&&\"tozerox\"!==y||(x.padded=!1),f&&(e._extremes[f]=a.findExtremes(r,i,m)),h&&(e._extremes[h]=a.findExtremes(n,o,x))}function p(t,e){if(l.hasMarkers(t)){var r,n=t.marker,o=1.6*(t.marker.sizeref||1);if(r=\"area\"===t.marker.sizemode?function(t){return Math.max(Math.sqrt((t||0)/o),3)}:function(t){return Math.max((t||0)/o,3)},i.isArrayOrTypedArray(n.size)){var s={type:\"linear\"};a.setConvert(s);for(var u=s.makeCalcdata(t.marker,\"size\"),c=new Array(e),f=0;f<e;f++)c[f]=r(u[f]);return c}return r(n.size)}}function d(t,e){var r=v(e),n=t._firstScatter;n[r]||(n[r]=e.uid)}function v(t){var e=t.stackgroup;return t.xaxis+t.yaxis+t.type+(e?\"-\"+e:\"\")}function g(t,e,r,n){var i=t.stackgroup;if(i){var 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n=r(52075).hasColorscale,i=r(78803),a=r(34098);t.exports=function(t,e){a.hasLines(e)&&n(e,\"line\")&&i(t,e,{vals:e.line.color,containerStr:\"line\",cLetter:\"c\"}),a.hasMarkers(e)&&(n(e,\"marker\")&&i(t,e,{vals:e.marker.color,containerStr:\"marker\",cLetter:\"c\"}),n(e,\"marker.line\")&&i(t,e,{vals:e.marker.line.color,containerStr:\"marker.line\",cLetter:\"c\"}))}},47581:function(t){\"use strict\";t.exports={PTS_LINESONLY:20,minTolerance:.2,toleranceGrowth:10,maxScreensAway:20,eventDataKeys:[]}},72626:function(t,e,r){\"use strict\";var n=r(47761),i=r(11661).setGroupPositions;function a(t,e,r,n,i,a,o){i[n]=!0;var s={i:null,gap:!0,s:0};if(s[o]=r,t.splice(e,0,s),e&&r===t[e-1][o]){var l=t[e-1];s.s=l.s,s.i=l.i,s.gap=l.gap}else a&&(s.s=function(t,e,r,n){var i=t[e-1],a=t[e+1];return a?i?i.s+(a.s-i.s)*(r-i[n])/(a[n]-i[n]):a.s:i.s}(t,e,r,o));e||(t[0].t=t[1].t,t[0].trace=t[1].trace,delete t[1].t,delete 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n=r(82196),i=r(9012),a=r(5386).fF,o=r(5386).si,s=r(50693),l=r(1426).extendFlat,u=n.marker,c=n.line,f=u.line;t.exports={carpet:{valType:\"string\",editType:\"calc\"},a:{valType:\"data_array\",editType:\"calc\"},b:{valType:\"data_array\",editType:\"calc\"},mode:l({},n.mode,{dflt:\"markers\"}),text:l({},n.text,{}),texttemplate:o({editType:\"plot\"},{keys:[\"a\",\"b\",\"text\"]}),hovertext:l({},n.hovertext,{}),line:{color:c.color,width:c.width,dash:c.dash,backoff:c.backoff,shape:l({},c.shape,{values:[\"linear\",\"spline\"]}),smoothing:c.smoothing,editType:\"calc\"},connectgaps:n.connectgaps,fill:l({},n.fill,{values:[\"none\",\"toself\",\"tonext\"],dflt:\"none\"}),fillcolor:n.fillcolor,marker:l({symbol:u.symbol,opacity:u.opacity,maxdisplayed:u.maxdisplayed,angle:u.angle,angleref:u.angleref,standoff:u.standoff,size:u.size,sizeref:u.sizeref,sizemin:u.sizemin,sizemode:u.sizemode,line:l({width:f.width,editType:\"calc\"},s(\"marker.line\")),gradient:u.gradient,editType:\"calc\"},s(\"marker\")),textfont:n.textfont,textposition:n.textposition,selected:n.selected,unselected:n.unselected,hoverinfo:l({},i.hoverinfo,{flags:[\"a\",\"b\",\"text\",\"name\"]}),hoveron:n.hoveron,hovertemplate:a()}},34618:function(t,e,r){\"use 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r,n,i=e._length,o=e.marker,l={},u=s.isArrayOrTypedArray(o.symbol),f=s.isArrayOrTypedArray(o.angle),d=s.isArrayOrTypedArray(o.color),v=s.isArrayOrTypedArray(o.line.color),g=s.isArrayOrTypedArray(o.opacity),y=s.isArrayOrTypedArray(o.size),m=s.isArrayOrTypedArray(o.line.width);if(u||(n=p.isOpenSymbol(o.symbol)),u||d||v||g||f){l.symbols=new Array(i),l.angles=new Array(i),l.colors=new Array(i),l.borderColors=new Array(i);var x=o.symbol,b=o.angle,_=c(o,o.opacity,i),w=c(o.line,o.opacity,i);if(!Array.isArray(w[0])){var T=w;for(w=Array(i),r=0;r<i;r++)w[r]=T}if(!Array.isArray(_[0])){var k=_;for(_=Array(i),r=0;r<i;r++)_[r]=k}if(!Array.isArray(x)){var A=x;for(x=Array(i),r=0;r<i;r++)x[r]=A}if(!Array.isArray(b)){var M=b;for(b=Array(i),r=0;r<i;r++)b[r]=M}for(l.symbols=x,l.angles=b,l.colors=_,l.borderColors=w,r=0;r<i;r++)u&&(n=p.isOpenSymbol(o.symbol[r])),n&&(w[r]=_[r].slice(),_[r]=_[r].slice(),_[r][3]=0);for(l.opacity=e.opacity,l.markers=new Array(i),r=0;r<i;r++)l.markers[r]=E({mx:l.symbols[r],ma:l.angles[r]},e)}else n?(l.color=a(o.color,\"uint8\"),l.color[3]=0,l.borderColor=a(o.color,\"uint8\")):(l.color=a(o.color,\"uint8\"),l.borderColor=a(o.line.color,\"uint8\")),l.opacity=e.opacity*o.opacity,l.marker=E({mx:o.symbol,ma:o.angle},e);var S,L=h(e,1);if(y||m){var C,P=l.sizes=new Array(i),O=l.borderSizes=new Array(i),I=0;if(y){for(r=0;r<i;r++)P[r]=L(o.size[r]),I+=P[r];C=I/i}else for(S=L(o.size),r=0;r<i;r++)P[r]=S;if(m)for(r=0;r<i;r++)O[r]=o.line.width[r];else for(S=o.line.width,r=0;r<i;r++)O[r]=S;l.sizeAvg=C}else l.size=L(o&&o.size||10),l.borderSizes=L(o.line.width);return l}function b(t,e,r){var n=e.marker,i={};return r?(r.marker&&r.marker.symbol?i=x(0,s.extendFlat({},n,r.marker)):r.marker&&(r.marker.size&&(i.size=r.marker.size),r.marker.color&&(i.colors=r.marker.color),void 0!==r.marker.opacity&&(i.opacity=r.marker.opacity)),i):i}function _(t,e,r){var n={};if(!r)return n;if(r.textfont){var i={opacity:1,text:e.text,texttemplate:e.texttemplate,textposition:e.textposition,textfont:s.extendFlat({},e.textfont)};r.textfont&&s.extendFlat(i.textfont,r.textfont),n=m(t,i)}return n}function w(t,e,r){var n={capSize:2*e.width*r,lineWidth:e.thickness*r,color:e.color};return e.copy_ystyle&&(n=t.error_y),n}var T=d.SYMBOL_SDF_SIZE,k=d.SYMBOL_SIZE,A=d.SYMBOL_STROKE,M={},S=l.symbolFuncs[0](.05*k);function E(t,e){var r,n,a=t.mx;if(\"circle\"===a)return null;var o=l.symbolNumber(a),s=l.symbolFuncs[o%100],u=!!l.symbolNoDot[o%100],c=!!l.symbolNoFill[o%100],f=p.isDotSymbol(a);if(t.ma&&(a+=\"_\"+t.ma),M[a])return M[a];var h=l.getMarkerAngle(t,e);return r=f&&!u?s(1.1*k,h)+S:s(k,h),n=i(r,{w:T,h:T,viewBox:[-k,-k,k,k],stroke:c?A:-A}),M[a]=n,n||null}t.exports={style:function(t,e){var r,n={marker:void 0,markerSel:void 0,markerUnsel:void 0,line:void 0,fill:void 0,errorX:void 0,errorY:void 0,text:void 0,textSel:void 0,textUnsel:void 0},i=t._context.plotGlPixelRatio;if(!0!==e.visible)return n;if(f.hasText(e)&&(n.text=m(t,e),n.textSel=_(t,e,e.selected),n.textUnsel=_(t,e,e.unselected)),f.hasMarkers(e)&&(n.marker=x(0,e),n.markerSel=b(0,e,e.selected),n.markerUnsel=b(0,e,e.unselected),!e.unselected&&s.isArrayOrTypedArray(e.marker.opacity))){var a=e.marker.opacity;for(n.markerUnsel.opacity=new Array(a.length),r=0;r<a.length;r++)n.markerUnsel.opacity[r]=v*a[r]}if(f.hasLines(e)){n.line={overlay:!0,thickness:e.line.width*i,color:e.line.color,opacity:e.opacity};var o=(d.DASHES[e.line.dash]||[1]).slice();for(r=0;r<o.length;++r)o[r]*=e.line.width*i;n.line.dashes=o}return e.error_x&&e.error_x.visible&&(n.errorX=w(e,e.error_x,i)),e.error_y&&e.error_y.visible&&(n.errorY=w(e,e.error_y,i)),e.fill&&\"none\"!==e.fill&&(n.fill={closed:!0,fill:e.fillcolor,thickness:0}),n},markerStyle:x,markerSelection:b,linePositions:function(t,e,r){var n,i,a=r.length,o=a/2;if(f.hasLines(e)&&o)if(\"hv\"===e.line.shape){for(n=[],i=0;i<o-1;i++)isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN,NaN,NaN):(n.push(r[2*i],r[2*i+1]),isNaN(r[2*i+2])||isNaN(r[2*i+3])?n.push(NaN,NaN):n.push(r[2*i+2],r[2*i+1]));n.push(r[a-2],r[a-1])}else if(\"hvh\"===e.line.shape){for(n=[],i=0;i<o-1;i++)if(isNaN(r[2*i])||isNaN(r[2*i+1])||isNaN(r[2*i+2])||isNaN(r[2*i+3]))isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN):n.push(r[2*i],r[2*i+1]),n.push(NaN,NaN);else{var s=(r[2*i]+r[2*i+2])/2;n.push(r[2*i],r[2*i+1],s,r[2*i+1],s,r[2*i+3])}n.push(r[a-2],r[a-1])}else if(\"vhv\"===e.line.shape){for(n=[],i=0;i<o-1;i++)if(isNaN(r[2*i])||isNaN(r[2*i+1])||isNaN(r[2*i+2])||isNaN(r[2*i+3]))isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN):n.push(r[2*i],r[2*i+1]),n.push(NaN,NaN);else{var l=(r[2*i+1]+r[2*i+3])/2;n.push(r[2*i],r[2*i+1],r[2*i],l,r[2*i+2],l)}n.push(r[a-2],r[a-1])}else if(\"vh\"===e.line.shape){for(n=[],i=0;i<o-1;i++)isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN,NaN,NaN):(n.push(r[2*i],r[2*i+1]),isNaN(r[2*i+2])||isNaN(r[2*i+3])?n.push(NaN,NaN):n.push(r[2*i],r[2*i+3]));n.push(r[a-2],r[a-1])}else n=r;var u=!1;for(i=0;i<n.length;i++)if(isNaN(n[i])){u=!0;break}var c=u||n.length>d.TOO_MANY_POINTS||f.hasMarkers(e)?\"rect\":\"round\";if(u&&e.connectgaps){var h=n[0],p=n[1];for(i=0;i<n.length;i+=2)isNaN(n[i])||isNaN(n[i+1])?(n[i]=h,n[i+1]=p):(h=n[i],p=n[i+1])}return{join:c,positions:n}},errorBarPositions:function(t,e,r,i,a){var s=o.getComponentMethod(\"errorbars\",\"makeComputeError\"),l=u.getFromId(t,e.xaxis,\"x\"),c=u.getFromId(t,e.yaxis,\"y\"),f=r.length/2,h={};function p(t,i){var a=i._id.charAt(0),o=e[\"error_\"+a];if(o&&o.visible&&(\"linear\"===i.type||\"log\"===i.type)){for(var l=s(o),u={x:0,y:1}[a],c={x:[0,1,2,3],y:[2,3,0,1]}[a],p=new Float64Array(4*f),d=1/0,v=-1/0,g=0,y=0;g<f;g++,y+=4){var m=t[g];if(n(m)){var x=r[2*g+u],b=l(m,g),_=b[0],w=b[1];if(n(_)&&n(w)){var T=m-_,k=m+w;p[y+c[0]]=x-i.c2l(T),p[y+c[1]]=i.c2l(k)-x,p[y+c[2]]=0,p[y+c[3]]=0,d=Math.min(d,m-_),v=Math.max(v,m+w)}}}h[a]={positions:r,errors:p,_bnds:[d,v]}}}return p(i,l),p(a,c),h},textPosition:function(t,e,r,n){var i,a=e._length,o={};if(f.hasMarkers(e)){var s=r.font,l=r.align,u=r.baseline;for(o.offset=new Array(a),i=0;i<a;i++){var c=n.sizes?n.sizes[i]:n.size,h=Array.isArray(s)?s[i].size:s.size,p=Array.isArray(l)?l.length>1?l[i]:l[0]:l,d=Array.isArray(u)?u.length>1?u[i]:u[0]:u,v=g[p],y=g[d],m=c?c/.8+1:0,x=-y*m-.5*y;o.offset[i]=[v*m/h,x/h]}}return o}}},47148:function(t,e,r){\"use strict\";var n=r(71828),i=r(73972),a=r(68645),o=r(42341),s=r(47581),l=r(34098),u=r(67513),c=r(73927),f=r(49508),h=r(11058),p=r(28908),d=r(82410);t.exports=function(t,e,r,v){function g(r,i){return n.coerce(t,e,o,r,i)}var y=!!t.marker&&a.isOpenSymbol(t.marker.symbol),m=l.isBubble(t),x=u(t,e,v,g);if(x){c(t,e,v,g),g(\"xhoverformat\"),g(\"yhoverformat\");var b=x<s.PTS_LINESONLY?\"lines+markers\":\"lines\";g(\"text\"),g(\"hovertext\"),g(\"hovertemplate\"),g(\"mode\",b),l.hasLines(e)&&(g(\"connectgaps\"),h(t,e,r,v,g),g(\"line.shape\")),l.hasMarkers(e)&&(f(t,e,r,v,g,{noAngleRef:!0,noStandOff:!0}),g(\"marker.line.width\",y||m?1:0)),l.hasText(e)&&(g(\"texttemplate\"),d(t,e,v,g));var _=(e.line||{}).color,w=(e.marker||{}).color;g(\"fill\"),\"none\"!==e.fill&&p(t,e,r,g);var T=i.getComponentMethod(\"errorbars\",\"supplyDefaults\");T(t,e,_||w||r,{axis:\"y\"}),T(t,e,_||w||r,{axis:\"x\",inherit:\"y\"}),n.coerceSelectionMarkerOpacity(e,g)}else e.visible=!1}},5345:function(t,e,r){\"use strict\";var n=r(71828),i=r(7901),a=r(37822).DESELECTDIM;t.exports={styleTextSelection:function(t){var e,r,o=t[0],s=o.trace,l=o.t,u=l._scene,c=l.index,f=u.selectBatch[c],h=u.unselectBatch[c],p=u.textOptions[c],d=u.textSelectedOptions[c]||{},v=u.textUnselectedOptions[c]||{},g=n.extendFlat({},p);if(f.length||h.length){var y=d.color,m=v.color,x=p.color,b=Array.isArray(x);for(g.color=new Array(s._length),e=0;e<f.length;e++)r=f[e],g.color[r]=y||(b?x[r]:x);for(e=0;e<h.length;e++){r=h[e];var _=b?x[r]:x;g.color[r]=m||(y?_:i.addOpacity(_,a))}}u.glText[c].update(g)}}},68101:function(t,e,r){\"use strict\";var n=r(8225);t.exports=function(t,e,r){var i=t.i;return\"x\"in t||(t.x=e._x[i]),\"y\"in t||(t.y=e._y[i]),n(t,e,r)}},68645:function(t,e,r){\"use strict\";var n=r(78232);e.isOpenSymbol=function(t){return\"string\"==typeof t?n.OPEN_RE.test(t):t%200>100},e.isDotSymbol=function(t){return\"string\"==typeof t?n.DOT_RE.test(t):t>200}},20794:function(t,e,r){\"use strict\";var n=r(73972),i=r(71828),a=r(34603);function o(t,e,r,o){var s=t.xa,l=t.ya,u=t.distance,c=t.dxy,f=t.index,h={pointNumber:f,x:e[f],y:r[f]};h.tx=Array.isArray(o.text)?o.text[f]:o.text,h.htx=Array.isArray(o.hovertext)?o.hovertext[f]:o.hovertext,h.data=Array.isArray(o.customdata)?o.customdata[f]:o.customdata,h.tp=Array.isArray(o.textposition)?o.textposition[f]:o.textposition;var p=o.textfont;p&&(h.ts=i.isArrayOrTypedArray(p.size)?p.size[f]:p.size,h.tc=Array.isArray(p.color)?p.color[f]:p.color,h.tf=Array.isArray(p.family)?p.family[f]:p.family);var d=o.marker;d&&(h.ms=i.isArrayOrTypedArray(d.size)?d.size[f]:d.size,h.mo=i.isArrayOrTypedArray(d.opacity)?d.opacity[f]:d.opacity,h.mx=i.isArrayOrTypedArray(d.symbol)?d.symbol[f]:d.symbol,h.ma=i.isArrayOrTypedArray(d.angle)?d.angle[f]:d.angle,h.mc=i.isArrayOrTypedArray(d.color)?d.color[f]:d.color);var v=d&&d.line;v&&(h.mlc=Array.isArray(v.color)?v.color[f]:v.color,h.mlw=i.isArrayOrTypedArray(v.width)?v.width[f]:v.width);var g=d&&d.gradient;g&&\"none\"!==g.type&&(h.mgt=Array.isArray(g.type)?g.type[f]:g.type,h.mgc=Array.isArray(g.color)?g.color[f]:g.color);var y=s.c2p(h.x,!0),m=l.c2p(h.y,!0),x=h.mrc||1,b=o.hoverlabel;b&&(h.hbg=Array.isArray(b.bgcolor)?b.bgcolor[f]:b.bgcolor,h.hbc=Array.isArray(b.bordercolor)?b.bordercolor[f]:b.bordercolor,h.hts=i.isArrayOrTypedArray(b.font.size)?b.font.size[f]:b.font.size,h.htc=Array.isArray(b.font.color)?b.font.color[f]:b.font.color,h.htf=Array.isArray(b.font.family)?b.font.family[f]:b.font.family,h.hnl=i.isArrayOrTypedArray(b.namelength)?b.namelength[f]:b.namelength);var _=o.hoverinfo;_&&(h.hi=Array.isArray(_)?_[f]:_);var w=o.hovertemplate;w&&(h.ht=Array.isArray(w)?w[f]:w);var T={};T[t.index]=h;var k=o._origX,A=o._origY,M=i.extendFlat({},t,{color:a(o,h),x0:y-x,x1:y+x,xLabelVal:k?k[f]:h.x,y0:m-x,y1:m+x,yLabelVal:A?A[f]:h.y,cd:T,distance:u,spikeDistance:c,hovertemplate:h.ht});return h.htx?M.text=h.htx:h.tx?M.text=h.tx:o.text&&(M.text=o.text),i.fillText(h,o,M),n.getComponentMethod(\"errorbars\",\"hoverInfo\")(h,o,M),M}t.exports={hoverPoints:function(t,e,r,n){var i,a,s,l,u,c,f,h,p,d,v=t.cd,g=v[0].t,y=v[0].trace,m=t.xa,x=t.ya,b=g.x,_=g.y,w=m.c2p(e),T=x.c2p(r),k=t.distance;if(g.tree){var A=m.p2c(w-k),M=m.p2c(w+k),S=x.p2c(T-k),E=x.p2c(T+k);i=\"x\"===n?g.tree.range(Math.min(A,M),Math.min(x._rl[0],x._rl[1]),Math.max(A,M),Math.max(x._rl[0],x._rl[1])):g.tree.range(Math.min(A,M),Math.min(S,E),Math.max(A,M),Math.max(S,E))}else i=g.ids;var L=k;if(\"x\"===n){var C=!!y.xperiodalignment,P=!!y.yperiodalignment;for(c=0;c<i.length;c++){if(l=b[a=i[c]],f=Math.abs(m.c2p(l)-w),C){var O=m.c2p(y._xStarts[a]),I=m.c2p(y._xEnds[a]);f=w>=Math.min(O,I)&&w<=Math.max(O,I)?0:1/0}if(f<L){if(L=f,u=_[a],h=x.c2p(u)-T,P){var D=x.c2p(y._yStarts[a]),z=x.c2p(y._yEnds[a]);h=T>=Math.min(D,z)&&T<=Math.max(D,z)?0:1/0}d=Math.sqrt(f*f+h*h),s=i[c]}}}else for(c=i.length-1;c>-1;c--)l=b[a=i[c]],u=_[a],f=m.c2p(l)-w,h=x.c2p(u)-T,(p=Math.sqrt(f*f+h*h))<L&&(L=d=p,s=a);return t.index=s,t.distance=L,t.dxy=d,void 0===s?[t]:[o(t,b,_,y)]},calcHover:o}},68868:function(t,e,r){\"use strict\";var n=r(72156);n.plot=r(26787),t.exports=n},26787:function(t,e,r){\"use strict\";var n=r(11870),i=r(46075),a=r(3593),o=r(42505),s=r(71828),l=r(64505).selectMode,u=r(79749),c=r(34098),f=r(68687),h=r(5345).styleTextSelection,p={};function d(t,e,r,n){var i=t._size,a=t.width*n,o=t.height*n,s=i.l*n,l=i.b*n,u=i.r*n,c=i.t*n,f=i.w*n,h=i.h*n;return[s+e.domain[0]*f,l+r.domain[0]*h,a-u-(1-e.domain[1])*f,o-c-(1-r.domain[1])*h]}(t.exports=function(t,e,r){if(r.length){var v,g,y=t._fullLayout,m=e._scene,x=e.xaxis,b=e.yaxis;if(m)if(u(t,[\"ANGLE_instanced_arrays\",\"OES_element_index_uint\"],p)){var 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n=r(5386).fF,i=r(5386).si,a=r(19316),o=r(82196),s=r(23585),l=r(9012),u=r(50693),c=r(1426).extendFlat,f=r(30962).overrideAll,h=r(23585),p=a.line,d=a.marker;t.exports=f({lon:a.lon,lat:a.lat,cluster:{enabled:{valType:\"boolean\"},maxzoom:c({},h.layers.maxzoom,{}),step:{valType:\"number\",arrayOk:!0,dflt:-1,min:-1},size:{valType:\"number\",arrayOk:!0,dflt:20,min:0},color:{valType:\"color\",arrayOk:!0},opacity:c({},d.opacity,{dflt:1})},mode:c({},o.mode,{dflt:\"markers\"}),text:c({},o.text,{}),texttemplate:i({editType:\"plot\"},{keys:[\"lat\",\"lon\",\"text\"]}),hovertext:c({},o.hovertext,{}),line:{color:p.color,width:p.width},connectgaps:o.connectgaps,marker:c({symbol:{valType:\"string\",dflt:\"circle\",arrayOk:!0},angle:{valType:\"number\",dflt:\"auto\",arrayOk:!0},allowoverlap:{valType:\"boolean\",dflt:!1},opacity:d.opacity,size:d.size,sizeref:d.sizeref,sizemin:d.sizemin,sizemode:d.sizemode},u(\"marker\")),fill:a.fill,fillcolor:o.fillcolor,textfont:s.layers.symbol.textfont,textposition:s.layers.symbol.textposition,below:{valType:\"string\"},selected:{marker:o.selected.marker},unselected:{marker:o.unselected.marker},hoverinfo:c({},l.hoverinfo,{flags:[\"lon\",\"lat\",\"text\",\"name\"]}),hovertemplate:n()},\"calc\",\"nested\")},15790:function(t,e,r){\"use 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r,a=e[0].trace,b=!0===a.visible&&0!==a._length,_=\"none\"!==a.fill,w=c.hasLines(a),T=c.hasMarkers(a),k=c.hasText(a),A=T&&\"circle\"===a.marker.symbol,M=T&&\"circle\"!==a.marker.symbol,S=a.cluster&&a.cluster.enabled,E=v(\"fill\"),L=v(\"line\"),C=v(\"circle\"),P=v(\"symbol\"),O={fill:E,line:L,circle:C,symbol:P};if(!b)return O;if((_||w)&&(r=o.calcTraceToLineCoords(e)),_&&(E.geojson=o.makePolygon(r),E.layout.visibility=\"visible\",i.extendFlat(E.paint,{\"fill-color\":a.fillcolor})),w&&(L.geojson=o.makeLine(r),L.layout.visibility=\"visible\",i.extendFlat(L.paint,{\"line-width\":a.line.width,\"line-color\":a.line.color,\"line-opacity\":a.opacity})),A){var I=function(t){var e,r,a,o,c=t[0].trace,f=c.marker,h=c.selectedpoints,p=i.isArrayOrTypedArray(f.color),d=i.isArrayOrTypedArray(f.size),v=i.isArrayOrTypedArray(f.opacity);function g(t){return c.opacity*t}p&&(r=s.hasColorscale(c,\"marker\")?s.makeColorScaleFuncFromTrace(f):i.identity),d&&(a=u(c)),v&&(o=function(t){return 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a.marker&&\"auto\"!==a.marker.angle&&i.extendFlat(P.layout,{\"icon-rotate\":{type:\"identity\",property:\"angle\"},\"icon-rotation-alignment\":\"map\"}),P.layout[\"icon-allow-overlap\"]=a.marker.allowoverlap,i.extendFlat(P.paint,{\"icon-opacity\":a.opacity*a.marker.opacity,\"icon-color\":a.marker.color})),k)){var D=(a.marker||{}).size,z=f(a.textposition,D);i.extendFlat(P.layout,{\"text-size\":a.textfont.size,\"text-anchor\":z.anchor,\"text-offset\":z.offset,\"text-font\":a.textfont.family.split(\", \")}),i.extendFlat(P.paint,{\"text-color\":a.textfont.color,\"text-opacity\":a.opacity})}return O}},76645:function(t,e,r){\"use strict\";var n=r(71828),i=r(34098),a=r(49508),o=r(11058),s=r(82410),l=r(28908),u=r(99181),c=[\"Metropolis Black Italic\",\"Metropolis Black\",\"Metropolis Bold Italic\",\"Metropolis Bold\",\"Metropolis Extra Bold Italic\",\"Metropolis Extra Bold\",\"Metropolis Extra Light Italic\",\"Metropolis Extra Light\",\"Metropolis Light Italic\",\"Metropolis Light\",\"Metropolis Medium Italic\",\"Metropolis Medium\",\"Metropolis Regular Italic\",\"Metropolis Regular\",\"Metropolis Semi Bold Italic\",\"Metropolis Semi Bold\",\"Metropolis Thin Italic\",\"Metropolis Thin\",\"Open Sans Bold Italic\",\"Open Sans Bold\",\"Open Sans Extra Bold Italic\",\"Open Sans Extra Bold\",\"Open Sans Italic\",\"Open Sans Light Italic\",\"Open Sans Light\",\"Open Sans Regular\",\"Open Sans Semibold Italic\",\"Open Sans Semibold\",\"Klokantech Noto Sans Bold\",\"Klokantech Noto Sans CJK Bold\",\"Klokantech Noto Sans CJK Regular\",\"Klokantech Noto Sans Italic\",\"Klokantech Noto Sans Regular\"];t.exports=function(t,e,r,f){function h(r,i){return n.coerce(t,e,u,r,i)}function p(r,i){return n.coerce2(t,e,u,r,i)}var d=function(t,e,r){var n=r(\"lon\")||[],i=r(\"lat\")||[],a=Math.min(n.length,i.length);return 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n=r(35948),i=r(20794).calcHover;t.exports={hoverPoints:function(t,e,r){var a=t.cd[0].trace,o=t.scene.matrixOptions.cdata,s=t.xa,l=t.ya,u=s.c2p(e),c=l.c2p(r),f=t.distance,h=n.getDimIndex(a,s),p=n.getDimIndex(a,l);if(!1===h||!1===p)return[t];for(var d,v,g=o[h],y=o[p],m=f,x=0;x<g.length;x++){var b=g[x],_=y[x],w=s.c2p(b)-u,T=l.c2p(_)-c,k=Math.sqrt(w*w+T*T);k<m&&(m=v=k,d=x)}return t.index=d,t.distance=m,t.dxy=v,void 0===d?[t]:[i(t,g,y,a)]}}},6419:function(t,e,r){\"use strict\";var n=r(65017);n.basePlotModule=r(16947),t.exports=n},79410:function(t,e,r){\"use strict\";var n=r(60487),i=r(71828),a=r(41675),o=r(64505).selectMode;function s(t,e){var r,s,l,u,c,f=t._fullLayout,h=f._size,p=e.trace,d=e.t,v=f._splomScenes[p.uid],g=v.matrixOptions,y=g.cdata,m=f._glcanvas.data()[0].regl,x=f.dragmode;if(0!==y.length){g.lower=p.showupperhalf,g.upper=p.showlowerhalf,g.diagonal=p.diagonal.visible;var b=p._visibleDims,_=y.length,w=v.viewOpts={};for(w.ranges=new Array(_),w.domains=new 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B=i.extendFlat({},g,v.unselectedOptions,w),N=i.extendFlat({},g,v.selectedOptions,w);v.matrix.update(B,N),P=!1}}else d.xpx=d.ypx=null;if(P){var j=i.extendFlat({},g,w);v.matrix.update(j,null)}}}t.exports=function(t,e,r){if(r.length)for(var n=0;n<r.length;n++)s(t,r[n][0])}},10164:function(t,e,r){\"use strict\";var n=r(71828);t.exports=function(t,e){var r=t._fullLayout,i=e.uid,a=r._splomScenes;a||(a=r._splomScenes={});var o={dirty:!0,selectBatch:[],unselectBatch:[]},s=a[e.uid];return s||((s=a[i]=n.extendFlat({},o,{matrix:!1,selectBatch:[],unselectBatch:[]})).draw=function(){s.matrix&&s.matrix.draw&&(s.selectBatch.length||s.unselectBatch.length?s.matrix.draw(s.unselectBatch,s.selectBatch):s.matrix.draw()),s.dirty=!1},s.destroy=function(){s.matrix&&s.matrix.destroy&&s.matrix.destroy(),s.matrixOptions=null,s.selectBatch=null,s.unselectBatch=null,s=null}),s.dirty||n.extendFlat(s,o),s}},8689:function(t,e,r){\"use strict\";var n=r(71828),i=n.pushUnique,a=r(34098),o=r(35948);t.exports=function(t,e){var r=t.cd,s=r[0].trace,l=r[0].t,u=t.scene,c=u.matrixOptions.cdata,f=t.xaxis,h=t.yaxis,p=[];if(!u)return p;var d=!a.hasMarkers(s)&&!a.hasText(s);if(!0!==s.visible||d)return p;var v=o.getDimIndex(s,f),g=o.getDimIndex(s,h);if(!1===v||!1===g)return p;var y=l.xpx[v],m=l.ypx[g],x=c[v],b=c[g],_=(t.scene.selectBatch||[]).slice(),w=[];if(!1!==e&&!e.degenerate)for(var T=0;T<x.length;T++)e.contains([y[T],m[T]],null,T,t)?(p.push({pointNumber:T,x:x[T],y:b[T]}),i(_,T)):-1!==_.indexOf(T)?i(_,T):w.push(T);var k=u.matrixOptions;return _.length||w.length?u.selectBatch.length||u.unselectBatch.length||u.matrix.update(u.unselectedOptions,n.extendFlat({},k,u.selectedOptions,u.viewOpts)):u.matrix.update(k,null),u.selectBatch=_,u.unselectBatch=w,p}},21850:function(t,e,r){\"use strict\";var n=r(50693),i=r(12663).axisHoverFormat,a=r(5386).fF,o=r(2418),s=r(9012),l=r(1426).extendFlat,u={x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},y:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},z:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},u:{valType:\"data_array\",editType:\"calc\"},v:{valType:\"data_array\",editType:\"calc\"},w:{valType:\"data_array\",editType:\"calc\"},starts:{x:{valType:\"data_array\",editType:\"calc\"},y:{valType:\"data_array\",editType:\"calc\"},z:{valType:\"data_array\",editType:\"calc\"},editType:\"calc\"},maxdisplayed:{valType:\"integer\",min:0,dflt:1e3,editType:\"calc\"},sizeref:{valType:\"number\",editType:\"calc\",min:0,dflt:1},text:{valType:\"string\",dflt:\"\",editType:\"calc\"},hovertext:{valType:\"string\",dflt:\"\",editType:\"calc\"},hovertemplate:a({editType:\"calc\"},{keys:[\"tubex\",\"tubey\",\"tubez\",\"tubeu\",\"tubev\",\"tubew\",\"norm\",\"divergence\"]}),uhoverformat:i(\"u\",1),vhoverformat:i(\"v\",1),whoverformat:i(\"w\",1),xhoverformat:i(\"x\"),yhoverformat:i(\"y\"),zhoverformat:i(\"z\"),showlegend:l({},s.showlegend,{dflt:!1})};l(u,n(\"\",{colorAttr:\"u/v/w 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L=function(){m=0,M=[],S=[],E=[]};(!m||m<M.length*S.length*E.length)&&L();var C=function(t){return\"x\"===t?v:\"y\"===t?g:y},P=function(t){return\"x\"===t?M:\"y\"===t?S:E},O=function(t){return t[m-1]<t[0]?-1:1},I=C(A[1]),D=C(A[3]),z=C(A[5]),R=P(A[1]).length,F=P(A[3]).length,B=P(A[5]).length,N=!1,j=function(t,e,r){return R*(F*t+e)+r},U=O(C(A[1])),V=O(C(A[3])),H=O(C(A[5]));for(e=0;e<B-1;e++){for(r=0;r<F-1;r++){for(i=0;i<R-1;i++){var q=j(e,r,i),G=j(e,r,i+1),Z=j(e,r+1,i),Y=j(e+1,r,i);if(I[q]*U<I[G]*U&&D[q]*V<D[Z]*V&&z[q]*H<z[Y]*H||(N=!0),N)break}if(N)break}if(N)break}return N&&(n.warn(\"Encountered arbitrary coordinates! 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y=n[c];r.xMax=Math.max(r.xMax,y),r.xMin=Math.min(r.xMin,y);var m=o[c];r.yMax=Math.max(r.yMax,m),r.yMin=Math.min(r.yMin,m);var x=l[c];r.zMax=Math.max(r.zMax,x),r.zMin=Math.min(r.zMin,x)}e._slen=u,e._normMax=f,e._xbnds=[r.xMin,r.xMax],e._ybnds=[r.yMin,r.yMax],e._zbnds=[r.zMin,r.zMax]},filter:s,processGrid:a}},90154:function(t,e,r){\"use strict\";var n=r(9330).gl_streamtube3d,i=n.createTubeMesh,a=r(71828),o=r(81697).parseColorScale,s=r(21081).extractOpts,l=r(90060),u={xaxis:0,yaxis:1,zaxis:2};function c(t,e){this.scene=t,this.uid=e,this.mesh=null,this.data=null}var f=c.prototype;function h(t){var e=t.length;return e>2?t.slice(1,e-1):2===e?[(t[0]+t[1])/2]:t}function p(t){var e=t.length;return 1===e?[.5,.5]:[t[1]-t[0],t[e-1]-t[e-2]]}function d(t,e){var r=t.fullSceneLayout,i=t.dataScale,c=e._len,f={};function d(t,e){var n=r[e],o=i[u[e]];return a.simpleMap(t,(function(t){return 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e.listPath(t,\"label\").join(\"/\")+\"/\"},e.formatValue=o.formatPieValue,e.formatPercent=function(t,e){var r=n.formatPercent(t,0);return\"0%\"===r&&(r=o.formatPiePercent(t,e)),r}},87619:function(t,e,r){\"use strict\";t.exports={moduleType:\"trace\",name:\"sunburst\",basePlotModule:r(66888),categories:[],animatable:!0,attributes:r(57564),layoutAttributes:r(2654),supplyDefaults:r(17094),supplyLayoutDefaults:r(57034),calc:r(52147).calc,crossTraceCalc:r(52147).crossTraceCalc,plot:r(24714).plot,style:r(29969).style,colorbar:r(4898),meta:{}}},2654:function(t){\"use strict\";t.exports={sunburstcolorway:{valType:\"colorlist\",editType:\"calc\"},extendsunburstcolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},57034:function(t,e,r){\"use strict\";var n=r(71828),i=r(2654);t.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r(\"sunburstcolorway\",e.colorway),r(\"extendsunburstcolors\")}},24714:function(t,e,r){\"use strict\";var 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s,l=b.getPtId(t.parent);T.each((function(t){if(b.getPtId(t)===l)return s=t}));var u,c=s.children;c.forEach((function(t,e){if(b.getPtId(t)===r)return u=e}));var f=c.length,h=a(s.x0,s.x1);e={rpx0:I,rpx1:I,x0:h(u/f),x1:h((u+1)/f)}}return a(n,e)}(t);return function(t){return Z(e(t))}})),t.select(\"g.slicetext\").attr(\"opacity\",0)})).remove():T.exit().remove(),T.order();var X=null;if(_&&R){var J=b.getPtId(R);T.each((function(t){null===X&&b.getPtId(t)===J&&(X=t.x1)}))}var K=T;function $(t){var e=t.parent,r=F[b.getPtId(e)],n={};if(r){var i=e.children,o=i.indexOf(t),s=i.length,l=a(r.x0,r.x1);n.x0=l(o/s),n.x1=l(o/s)}else n.x0=n.x1=0;return n}_&&(K=K.transition().each(\"end\",(function(){var e=n.select(this);b.setSliceCursor(e,t,{hideOnRoot:!0,hideOnLeaves:!0,isTransitioning:!1})}))),K.each((function(i){var u=n.select(this),f=s.ensureSingle(u,\"path\",\"surface\",(function(t){t.style(\"pointer-events\",h?\"none\":\"all\")}));i.rpx0=q(i.y0),i.rpx1=q(i.y1),i.xmid=(i.x0+i.x1)/2,i.pxmid=G(i.rpx1,i.xmid),i.midangle=-(i.xmid-Math.PI/2),i.startangle=-(i.x0-Math.PI/2),i.stopangle=-(i.x1-Math.PI/2),i.halfangle=.5*Math.min(s.angleDelta(i.x0,i.x1)||Math.PI,Math.PI),i.ring=1-i.rpx0/i.rpx1,i.rInscribed=function(t){return 0===t.rpx0&&s.isFullCircle([t.x0,t.x1])?1:Math.max(0,Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2))}(i),_?f.transition().attrTween(\"d\",(function(t){var e=function(t){var e,r=F[b.getPtId(t)],n={x0:t.x0,x1:t.x1,rpx0:t.rpx0,rpx1:t.rpx1};if(r)e=r;else if(R)if(t.parent)if(X){var i=(t.x1>X?2*Math.PI:0)+V;e={x0:i,x1:i}}else e={rpx0:I,rpx1:I},s.extendFlat(e,$(t));else e={rpx0:0,rpx1:0};else e={x0:V,x1:V};return a(e,n)}(t);return function(t){return Z(e(t))}})):f.attr(\"d\",Z),u.call(m,S,t,r,{eventDataKeys:x.eventDataKeys,transitionTime:x.CLICK_TRANSITION_TIME,transitionEasing:x.CLICK_TRANSITION_EASING}).call(b.setSliceCursor,t,{hideOnRoot:!0,hideOnLeaves:!0,isTransitioning:t._transitioning}),f.call(g,i,A,t);var p=s.ensureSingle(u,\"g\",\"slicetext\"),w=s.ensureSingle(p,\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),T=s.ensureUniformFontSize(t,b.determineTextFont(A,i,y.font));w.text(e.formatSliceLabel(i,S,A,r,y)).classed(\"slicetext\",!0).attr(\"text-anchor\",\"middle\").call(o.font,T).call(l.convertToTspans,t);var M=o.bBox(w.node());i.transform=v(M,i,k),i.transform.targetX=Y(i),i.transform.targetY=W(i);var E=function(t,e){var r=t.transform;return d(r,e),r.fontSize=T.size,c(A.type,r,y),s.getTextTransform(r)};_?w.transition().attrTween(\"transform\",(function(t){var e=function(t){var e,r=F[b.getPtId(t)],n=t.transform;if(r)e=r;else if(e={rpx1:t.rpx1,transform:{textPosAngle:n.textPosAngle,scale:0,rotate:n.rotate,rCenter:n.rCenter,x:n.x,y:n.y}},R)if(t.parent)if(X){var i=t.x1>X?2*Math.PI:0;e.x0=e.x1=i}else s.extendFlat(e,$(t));else e.x0=e.x1=V;else e.x0=e.x1=V;var o=a(e.transform.textPosAngle,t.transform.textPosAngle),l=a(e.rpx1,t.rpx1),u=a(e.x0,t.x0),f=a(e.x1,t.x1),h=a(e.transform.scale,n.scale),p=a(e.transform.rotate,n.rotate),d=0===n.rCenter?3:0===e.transform.rCenter?1/3:1,v=a(e.transform.rCenter,n.rCenter);return function(t){var e=l(t),r=u(t),i=f(t),a=function(t){return v(Math.pow(t,d))}(t),s={pxmid:G(e,(r+i)/2),rpx1:e,transform:{textPosAngle:o(t),rCenter:a,x:n.x,y:n.y}};return c(A.type,n,y),{transform:{targetX:Y(s),targetY:W(s),scale:h(t),rotate:p(t),rCenter:a}}}}(t);return function(t){return E(e(t),M)}})):w.attr(\"transform\",E(i,M))}))}function w(t){return e=t.rpx1,r=t.transform.textPosAngle,[e*Math.sin(r),-e*Math.cos(r)];var e,r}e.plot=function(t,e,r,i){var a,o,s=t._fullLayout,l=s._sunburstlayer,u=!r,c=!s.uniformtext.mode&&b.hasTransition(r);f(\"sunburst\",s),(a=l.selectAll(\"g.trace.sunburst\").data(e,(function(t){return t[0].trace.uid}))).enter().append(\"g\").classed(\"trace\",!0).classed(\"sunburst\",!0).attr(\"stroke-linejoin\",\"round\"),a.order(),c?(i&&(o=i()),n.transition().duration(r.duration).ease(r.easing).each(\"end\",(function(){o&&o()})).each(\"interrupt\",(function(){o&&o()})).each((function(){l.selectAll(\"g.trace\").each((function(e){_(t,e,this,r)}))}))):(a.each((function(e){_(t,e,this,r)})),s.uniformtext.mode&&y(t,s._sunburstlayer.selectAll(\".trace\"),\"sunburst\")),u&&a.exit().remove()},e.formatSliceLabel=function(t,e,r,n,i){var a=r.texttemplate,o=r.textinfo;if(!(a||o&&\"none\"!==o))return\"\";var l=i.separators,u=n[0],c=t.data.data,f=u.hierarchy,h=b.isHierarchyRoot(t),p=b.getParent(f,t),d=b.getValue(t);if(!a){var v,g=o.split(\"+\"),y=function(t){return-1!==g.indexOf(t)},m=[];if(y(\"label\")&&c.label&&m.push(c.label),c.hasOwnProperty(\"v\")&&y(\"value\")&&m.push(b.formatValue(c.v,l)),!h){y(\"current path\")&&m.push(b.getPath(t.data));var x=0;y(\"percent parent\")&&x++,y(\"percent entry\")&&x++,y(\"percent root\")&&x++;var _=x>1;if(x){var w,T=function(t){v=b.formatPercent(w,l),_&&(v+=\" of \"+t),m.push(v)};y(\"percent parent\")&&!h&&(w=d/b.getValue(p),T(\"parent\")),y(\"percent entry\")&&(w=d/b.getValue(e),T(\"entry\")),y(\"percent root\")&&(w=d/b.getValue(f),T(\"root\"))}}return y(\"text\")&&(v=s.castOption(r,c.i,\"text\"),s.isValidTextValue(v)&&m.push(v)),m.join(\"<br>\")}var k=s.castOption(r,c.i,\"texttemplate\");if(!k)return\"\";var A={};c.label&&(A.label=c.label),c.hasOwnProperty(\"v\")&&(A.value=c.v,A.valueLabel=b.formatValue(c.v,l)),A.currentPath=b.getPath(t.data),h||(A.percentParent=d/b.getValue(p),A.percentParentLabel=b.formatPercent(A.percentParent,l),A.parent=b.getPtLabel(p)),A.percentEntry=d/b.getValue(e),A.percentEntryLabel=b.formatPercent(A.percentEntry,l),A.entry=b.getPtLabel(e),A.percentRoot=d/b.getValue(f),A.percentRootLabel=b.formatPercent(A.percentRoot,l),A.root=b.getPtLabel(f),c.hasOwnProperty(\"color\")&&(A.color=c.color);var M=s.castOption(r,c.i,\"text\");return(s.isValidTextValue(M)||\"\"===M)&&(A.text=M),A.customdata=s.castOption(r,c.i,\"customdata\"),s.texttemplateString(k,A,i._d3locale,A,r._meta||{})}},29969:function(t,e,r){\"use strict\";var n=r(39898),i=r(7901),a=r(71828),o=r(72597).resizeText,s=r(43467);function l(t,e,r,n){var 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f=t.exports=u(l({z:{valType:\"data_array\"},x:{valType:\"data_array\"},y:{valType:\"data_array\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertemplate:o(),xhoverformat:a(\"x\"),yhoverformat:a(\"y\"),zhoverformat:a(\"z\"),connectgaps:{valType:\"boolean\",dflt:!1,editType:\"calc\"},surfacecolor:{valType:\"data_array\"}},i(\"\",{colorAttr:\"z or 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n=r(78803);t.exports=function(t,e){e.surfacecolor?n(t,e,{vals:e.surfacecolor,containerStr:\"\",cLetter:\"c\"}):n(t,e,{vals:e.z,containerStr:\"\",cLetter:\"c\"})}},43768:function(t,e,r){\"use strict\";var n=r(9330).gl_surface3d,i=r(9330).ndarray,a=r(9330).ndarray_linear_interpolate.d2,o=r(824),s=r(43907),l=r(71828).isArrayOrTypedArray,u=r(81697).parseColorScale,c=r(78614),f=r(21081).extractOpts;function h(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],this.contourStart=[null,null,null],this.contourEnd=[null,null,null],this.contourSize=[0,0,0],this.minValues=[1/0,1/0,1/0],this.maxValues=[-1/0,-1/0,-1/0],this.dataScaleX=1,this.dataScaleY=1,this.refineData=!0,this.objectOffset=[0,0,0]}var p=h.prototype;p.getXat=function(t,e,r,n){var i=l(this.data.x)?l(this.data.x[0])?this.data.x[e][t]:this.data.x[t]:t;return void 0===r?i:n.d2l(i,0,r)},p.getYat=function(t,e,r,n){var i=l(this.data.y)?l(this.data.y[0])?this.data.y[e][t]:this.data.y[e]:e;return void 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A=[!0,!0,!0],M=[\"x\",\"y\",\"z\"];for(e=0;e<3;++e){var S=t.contours[M[e]];A[e]=S.highlight,w.showContour[e]=S.show||S.highlight,w.showContour[e]&&(w.contourProject[e]=[S.project.x,S.project.y,S.project.z],S.show?(this.showContour[e]=!0,w.levels[e]=m[e],p.highlightColor[e]=w.contourColor[e]=c(S.color),S.usecolormap?p.highlightTint[e]=w.contourTint[e]=0:p.highlightTint[e]=w.contourTint[e]=1,w.contourWidth[e]=S.width,this.contourStart[e]=S.start,this.contourEnd[e]=S.end,this.contourSize[e]=S.size):(this.showContour[e]=!1,this.contourStart[e]=null,this.contourEnd[e]=null,this.contourSize[e]=0),S.highlight&&(w.dynamicColor[e]=c(S.highlightcolor),w.dynamicWidth[e]=S.highlightwidth))}(function(t){var e=t[0].rgb,r=t[t.length-1].rgb;return e[0]===r[0]&&e[1]===r[1]&&e[2]===r[2]&&e[3]===r[3]})(d)&&(w.vertexColor=!0),w.objectOffset=this.objectOffset,w.coords=b,p.update(w),p.visible=t.visible,p.enableDynamic=A,p.enableHighlight=A,p.snapToData=!0,\"lighting\"in 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n=r(50215),i=r(1426).extendFlat,a=r(30962).overrideAll,o=r(41940),s=r(27670).Y,l=r(12663).descriptionOnlyNumbers;(t.exports=a({domain:s({name:\"table\",trace:!0}),columnwidth:{valType:\"number\",arrayOk:!0,dflt:null},columnorder:{valType:\"data_array\"},header:{values:{valType:\"data_array\",dflt:[]},format:{valType:\"data_array\",dflt:[],description:l(\"cell value\")},prefix:{valType:\"string\",arrayOk:!0,dflt:null},suffix:{valType:\"string\",arrayOk:!0,dflt:null},height:{valType:\"number\",dflt:28},align:i({},n.align,{arrayOk:!0}),line:{width:{valType:\"number\",arrayOk:!0,dflt:1},color:{valType:\"color\",arrayOk:!0,dflt:\"grey\"}},fill:{color:{valType:\"color\",arrayOk:!0,dflt:\"white\"}},font:i({},o({arrayOk:!0}))},cells:{values:{valType:\"data_array\",dflt:[]},format:{valType:\"data_array\",dflt:[],description:l(\"cell 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L=Math.max(o(e.header.line.width),o(e.cells.line.width)),C={key:e.uid+t._context.staticPlot,translateX:g.x[0]*t._fullLayout._size.w,translateY:t._fullLayout._size.h*(1-g.y[1]),size:t._fullLayout._size,width:y,maxLineWidth:L,height:m,columnOrder:M,groupHeight:m,rowBlocks:k,headerRowBlocks:T,scrollY:0,cells:i({},e.cells,{values:r}),headerCells:i({},e.header,{values:v}),gdColumns:v.map((function(t){return t[0]})),gdColumnsOriginalOrder:v.map((function(t){return t[0]})),prevPages:[0,0],scrollbarState:{scrollbarScrollInProgress:!1},columns:v.map((function(t,e){var r=A[t];return A[t]=(r||0)+1,{key:t+\"__\"+A[t],label:t,specIndex:e,xIndex:M[e],xScale:c,x:void 0,calcdata:void 0,columnWidth:S[e]}}))};return C.columns.forEach((function(t){t.calcdata=C,t.x=c(t)})),C}},56269:function(t,e,r){\"use strict\";var n=r(1426).extendFlat;e.splitToPanels=function(t){var e=[0,0],r=n({},t,{key:\"header\",type:\"header\",page:0,prevPages:e,currentRepaint:[null,null],dragHandle:!0,values:t.calcdata.headerCells.values[t.specIndex],rowBlocks:t.calcdata.headerRowBlocks,calcdata:n({},t.calcdata,{cells:t.calcdata.headerCells})});return[n({},t,{key:\"cells1\",type:\"cells\",page:0,prevPages:e,currentRepaint:[null,null],dragHandle:!1,values:t.calcdata.cells.values[t.specIndex],rowBlocks:t.calcdata.rowBlocks}),n({},t,{key:\"cells2\",type:\"cells\",page:1,prevPages:e,currentRepaint:[null,null],dragHandle:!1,values:t.calcdata.cells.values[t.specIndex],rowBlocks:t.calcdata.rowBlocks}),r]},e.splitToCells=function(t){var e=function(t){var e=t.rowBlocks[t.page],r=e?e.rows[0].rowIndex:0;return[r,e?r+e.rows.length:0]}(t);return(t.values||[]).slice(e[0],e[1]).map((function(r,n){return{keyWithinBlock:n+(\"string\"==typeof r&&r.match(/[<$&> 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a.indexOf(t)})),s=o.length;s<n;s++)o.push(s);e(\"columnorder\",o)}(e,s),s(\"cells.values\"),s(\"cells.format\"),s(\"cells.align\"),s(\"cells.prefix\"),s(\"cells.suffix\"),s(\"cells.height\"),s(\"cells.line.width\"),s(\"cells.line.color\"),s(\"cells.fill.color\"),n.coerceFont(s,\"cells.font\",n.extendFlat({},o.font)),e._length=null}},96595:function(t,e,r){\"use strict\";t.exports={attributes:r(44464),supplyDefaults:r(39754),calc:r(76333),plot:r(36736),moduleType:\"trace\",name:\"table\",basePlotModule:r(99469),categories:[\"noOpacity\"],meta:{}}},36736:function(t,e,r){\"use strict\";var n=r(49850),i=r(39898),a=r(71828).numberFormat,o=r(28984),s=r(91424),l=r(63893),u=r(71828).raiseToTop,c=r(71828).strTranslate,f=r(71828).cancelTransition,h=r(51018),p=r(56269),d=r(7901);function v(t){return Math.ceil(t.calcdata.maxLineWidth/2)}function g(t,e){return\"clip\"+t._fullLayout._uid+\"_scrollAreaBottomClip_\"+e.key}function y(t,e){return\"clip\"+t._fullLayout._uid+\"_columnBoundaryClippath_\"+e.calcdata.key+\"_\"+e.specIndex}function m(t){return[].concat.apply([],t.map((function(t){return t}))).map((function(t){return t.__data__}))}function x(t,e,r){var a=t.selectAll(\".\"+n.cn.scrollbarKit).data(o.repeat,o.keyFun);a.enter().append(\"g\").classed(n.cn.scrollbarKit,!0).style(\"shape-rendering\",\"geometricPrecision\"),a.each((function(t){var e=t.scrollbarState;e.totalHeight=function(t){var e=t.rowBlocks;return z(e,e.length-1)+(e.length?R(e[e.length-1],1/0):1)}(t),e.scrollableAreaHeight=t.groupHeight-S(t),e.currentlyVisibleHeight=Math.min(e.totalHeight,e.scrollableAreaHeight),e.ratio=e.currentlyVisibleHeight/e.totalHeight,e.barLength=Math.max(e.ratio*e.currentlyVisibleHeight,n.goldenRatio*n.scrollbarWidth),e.barWiggleRoom=e.currentlyVisibleHeight-e.barLength,e.wiggleRoom=Math.max(0,e.totalHeight-e.scrollableAreaHeight),e.topY=0===e.barWiggleRoom?0:t.scrollY/e.wiggleRoom*e.barWiggleRoom,e.bottomY=e.topY+e.barLength,e.dragMultiplier=e.wiggleRoom/e.barWiggleRoom})).attr(\"transform\",(function(t){var e=t.width+n.scrollbarWidth/2+n.scrollbarOffset;return c(e,S(t))}));var s=a.selectAll(\".\"+n.cn.scrollbar).data(o.repeat,o.keyFun);s.enter().append(\"g\").classed(n.cn.scrollbar,!0);var l=s.selectAll(\".\"+n.cn.scrollbarSlider).data(o.repeat,o.keyFun);l.enter().append(\"g\").classed(n.cn.scrollbarSlider,!0),l.attr(\"transform\",(function(t){return c(0,t.scrollbarState.topY||0)}));var u=l.selectAll(\".\"+n.cn.scrollbarGlyph).data(o.repeat,o.keyFun);u.enter().append(\"line\").classed(n.cn.scrollbarGlyph,!0).attr(\"stroke\",\"black\").attr(\"stroke-width\",n.scrollbarWidth).attr(\"stroke-linecap\",\"round\").attr(\"y1\",n.scrollbarWidth/2),u.attr(\"y2\",(function(t){return t.scrollbarState.barLength-n.scrollbarWidth/2})).attr(\"stroke-opacity\",(function(t){return t.columnDragInProgress||!t.scrollbarState.barWiggleRoom||r?0:.4})),u.transition().delay(0).duration(0),u.transition().delay(n.scrollbarHideDelay).duration(n.scrollbarHideDuration).attr(\"stroke-opacity\",0);var f=s.selectAll(\".\"+n.cn.scrollbarCaptureZone).data(o.repeat,o.keyFun);f.enter().append(\"line\").classed(n.cn.scrollbarCaptureZone,!0).attr(\"stroke\",\"white\").attr(\"stroke-opacity\",.01).attr(\"stroke-width\",n.scrollbarCaptureWidth).attr(\"stroke-linecap\",\"butt\").attr(\"y1\",0).on(\"mousedown\",(function(r){var n=i.event.y,a=this.getBoundingClientRect(),o=r.scrollbarState,s=n-a.top,l=i.scale.linear().domain([0,o.scrollableAreaHeight]).range([0,o.totalHeight]).clamp(!0);o.topY<=s&&s<=o.bottomY||L(e,t,null,l(s-o.barLength/2))(r)})).call(i.behavior.drag().origin((function(t){return i.event.stopPropagation(),t.scrollbarState.scrollbarScrollInProgress=!0,t})).on(\"drag\",L(e,t)).on(\"dragend\",(function(){}))),f.attr(\"y2\",(function(t){return t.scrollbarState.scrollableAreaHeight})),e._context.staticPlot&&(u.remove(),f.remove())}function b(t,e,r,a){var l=function(t){var e=t.selectAll(\".\"+n.cn.columnCells).data(o.repeat,o.keyFun);return e.enter().append(\"g\").classed(n.cn.columnCells,!0),e.exit().remove(),e}(r),u=function(t){var e=t.selectAll(\".\"+n.cn.columnCell).data(p.splitToCells,(function(t){return t.keyWithinBlock}));return e.enter().append(\"g\").classed(n.cn.columnCell,!0),e.exit().remove(),e}(l);!function(t){t.each((function(t,e){var r=t.calcdata.cells.font,n=t.column.specIndex,i={size:T(r.size,n,e),color:T(r.color,n,e),family:T(r.family,n,e)};t.rowNumber=t.key,t.align=T(t.calcdata.cells.align,n,e),t.cellBorderWidth=T(t.calcdata.cells.line.width,n,e),t.font=i}))}(u);var c=function(t){var e=t.selectAll(\".\"+n.cn.cellRect).data(o.repeat,(function(t){return t.keyWithinBlock}));return e.enter().append(\"rect\").classed(n.cn.cellRect,!0),e}(u);!function(t){t.attr(\"width\",(function(t){return t.column.columnWidth})).attr(\"stroke-width\",(function(t){return t.cellBorderWidth})).each((function(t){var e=i.select(this);d.stroke(e,T(t.calcdata.cells.line.color,t.column.specIndex,t.rowNumber)),d.fill(e,T(t.calcdata.cells.fill.color,t.column.specIndex,t.rowNumber))}))}(c);var f=function(t){var e=t.selectAll(\".\"+n.cn.cellTextHolder).data(o.repeat,(function(t){return t.keyWithinBlock}));return e.enter().append(\"g\").classed(n.cn.cellTextHolder,!0).style(\"shape-rendering\",\"geometricPrecision\"),e}(u),h=function(t){var e=t.selectAll(\".\"+n.cn.cellText).data(o.repeat,(function(t){return t.keyWithinBlock}));return e.enter().append(\"text\").classed(n.cn.cellText,!0).style(\"cursor\",(function(){return\"auto\"})).on(\"mousedown\",(function(){i.event.stopPropagation()})),e}(f);!function(t){t.each((function(t){s.font(i.select(this),t.font)}))}(h),_(h,e,a,t),D(u)}function _(t,e,r,o){t.text((function(t){var e=t.column.specIndex,r=t.rowNumber,i=t.value,o=\"string\"==typeof i,s=o&&i.match(/<br>/i),l=!o||s;t.mayHaveMarkup=o&&i.match(/[<&>]/);var u,c=\"string\"==typeof(u=i)&&u.match(n.latexCheck);t.latex=c;var f,h,p=c?\"\":T(t.calcdata.cells.prefix,e,r)||\"\",d=c?\"\":T(t.calcdata.cells.suffix,e,r)||\"\",v=c?null:T(t.calcdata.cells.format,e,r)||null,g=p+(v?a(v)(t.value):t.value)+d;if(t.wrappingNeeded=!t.wrapped&&!l&&!c&&(f=w(g)),t.cellHeightMayIncrease=s||c||t.mayHaveMarkup||(void 0===f?w(g):f),t.needsConvertToTspans=t.mayHaveMarkup||t.wrappingNeeded||t.latex,t.wrappingNeeded){var y=(\" 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k(t,e,r){t.transition().ease(n.releaseTransitionEase).duration(n.releaseTransitionDuration).attr(\"transform\",c(e.x,r))}function A(t){return\"cells\"===t.type}function M(t){return\"header\"===t.type}function S(t){return(t.rowBlocks.length?t.rowBlocks[0].auxiliaryBlocks:[]).reduce((function(t,e){return t+R(e,1/0)}),0)}function E(t,e,r){var n=m(e)[0];if(void 0!==n){var i=n.rowBlocks,a=n.calcdata,o=z(i,i.length),s=n.calcdata.groupHeight-S(n),l=a.scrollY=Math.max(0,Math.min(o-s,a.scrollY)),u=function(t,e,r){for(var n=[],i=0,a=0;a<t.length;a++){for(var o=t[a],s=o.rows,l=0,u=0;u<s.length;u++)l+=s[u].rowHeight;o.allRowsHeight=l,e<i+l&&e+r>i&&n.push(a),i+=l}return n}(i,l,s);1===u.length&&(u[0]===i.length-1?u.unshift(u[0]-1):u.push(u[0]+1)),u[0]%2&&u.reverse(),e.each((function(t,e){t.page=u[e],t.scrollY=l})),e.attr(\"transform\",(function(t){var e=z(t.rowBlocks,t.page)-t.scrollY;return c(0,e)})),t&&(C(t,r,e,u,n.prevPages,n,0),C(t,r,e,u,n.prevPages,n,1),x(r,t))}}function L(t,e,r,a){return function(o){var s=o.calcdata?o.calcdata:o,l=e.filter((function(t){return s.key===t.key})),u=r||s.scrollbarState.dragMultiplier,c=s.scrollY;s.scrollY=void 0===a?s.scrollY+u*i.event.dy:a;var f=l.selectAll(\".\"+n.cn.yColumn).selectAll(\".\"+n.cn.columnBlock).filter(A);return E(t,f,l),s.scrollY===c}}function C(t,e,r,n,i,a,o){n[o]!==i[o]&&(clearTimeout(a.currentRepaint[o]),a.currentRepaint[o]=setTimeout((function(){var a=r.filter((function(t,e){return e===o&&n[e]!==i[e]}));b(t,e,a,r),i[o]=n[o]})))}function P(t,e,r,a){return function(){var o=i.select(e.parentNode);o.each((function(t){var e=t.fragments;o.selectAll(\"tspan.line\").each((function(t,r){e[r].width=this.getComputedTextLength()}));var 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r=!t._context.staticPlot,a=t._fullLayout._paper.selectAll(\".\"+n.cn.table).data(e.map((function(e){var r=o.unwrap(e).trace;return h(t,r)})),o.keyFun);a.exit().remove(),a.enter().append(\"g\").classed(n.cn.table,!0).attr(\"overflow\",\"visible\").style(\"box-sizing\",\"content-box\").style(\"position\",\"absolute\").style(\"left\",0).style(\"overflow\",\"visible\").style(\"shape-rendering\",\"crispEdges\").style(\"pointer-events\",\"all\"),a.attr(\"width\",(function(t){return t.width+t.size.l+t.size.r})).attr(\"height\",(function(t){return t.height+t.size.t+t.size.b})).attr(\"transform\",(function(t){return c(t.translateX,t.translateY)}));var l=a.selectAll(\".\"+n.cn.tableControlView).data(o.repeat,o.keyFun),d=l.enter().append(\"g\").classed(n.cn.tableControlView,!0).style(\"box-sizing\",\"content-box\");if(r){var _=\"onwheel\"in document?\"wheel\":\"mousewheel\";d.on(\"mousemove\",(function(e){l.filter((function(t){return 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c=[\"\",\"0\",\"00\",\"000\",\"0000\",\"00000\",\"000000\",\"0000000\",\"00000000\",\"000000000\",\"0000000000\",\"00000000000\",\"000000000000\",\"0000000000000\",\"00000000000000\",\"000000000000000\",\"0000000000000000\",\"00000000000000000\",\"000000000000000000\",\"0000000000000000000\",\"00000000000000000000\",\"000000000000000000000\",\"0000000000000000000000\",\"00000000000000000000000\",\"000000000000000000000000\",\"0000000000000000000000000\"],f=[0,0,25,16,12,11,10,9,8,8,7,7,7,7,6,6,6,6,6,6,6,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5],h=[0,0,33554432,43046721,16777216,48828125,60466176,40353607,16777216,43046721,1e7,19487171,35831808,62748517,7529536,11390625,16777216,24137569,34012224,47045881,64e6,4084101,5153632,6436343,7962624,9765625,11881376,14348907,17210368,20511149,243e5,28629151,33554432,39135393,45435424,52521875,60466176];function p(t,e,r){r.negative=e.negative^t.negative;var n=t.length+e.length|0;r.length=n,n=n-1|0;var i=0|t.words[0],a=0|e.words[0],o=i*a,s=67108863&o,l=o/67108864|0;r.words[0]=s;for(var u=1;u<n;u++){for(var c=l>>>26,f=67108863&l,h=Math.min(u,e.length-1),p=Math.max(0,u-t.length+1);p<=h;p++){var d=u-p|0;c+=(o=(i=0|t.words[d])*(a=0|e.words[p])+f)/67108864|0,f=67108863&o}r.words[u]=0|f,l=0|c}return 0!==l?r.words[u]=0|l:r.length--,r.strip()}a.prototype.toString=function(t,e){var r;if(e=0|e||1,16===(t=t||10)||\"hex\"===t){r=\"\";for(var i=0,a=0,o=0;o<this.length;o++){var s=this.words[o],l=(16777215&(s<<i|a)).toString(16);r=0!=(a=s>>>24-i&16777215)||o!==this.length-1?c[6-l.length]+l+r:l+r,(i+=2)>=26&&(i-=26,o--)}for(0!==a&&(r=a.toString(16)+r);r.length%e!=0;)r=\"0\"+r;return 0!==this.negative&&(r=\"-\"+r),r}if(t===(0|t)&&t>=2&&t<=36){var u=f[t],p=h[t];r=\"\";var d=this.clone();for(d.negative=0;!d.isZero();){var v=d.modn(p).toString(t);r=(d=d.idivn(p)).isZero()?v+r:c[u-v.length]+v+r}for(this.isZero()&&(r=\"0\"+r);r.length%e!=0;)r=\"0\"+r;return 0!==this.negative&&(r=\"-\"+r),r}n(!1,\"Base 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32-Math.clz32(t)}:a.prototype._countBits=function(t){var e=t,r=0;return e>=4096&&(r+=13,e>>>=13),e>=64&&(r+=7,e>>>=7),e>=8&&(r+=4,e>>>=4),e>=2&&(r+=2,e>>>=2),r+e},a.prototype._zeroBits=function(t){if(0===t)return 26;var e=t,r=0;return 0==(8191&e)&&(r+=13,e>>>=13),0==(127&e)&&(r+=7,e>>>=7),0==(15&e)&&(r+=4,e>>>=4),0==(3&e)&&(r+=2,e>>>=2),0==(1&e)&&r++,r},a.prototype.bitLength=function(){var t=this.words[this.length-1],e=this._countBits(t);return 26*(this.length-1)+e},a.prototype.zeroBits=function(){if(this.isZero())return 0;for(var t=0,e=0;e<this.length;e++){var r=this._zeroBits(this.words[e]);if(t+=r,26!==r)break}return t},a.prototype.byteLength=function(){return Math.ceil(this.bitLength()/8)},a.prototype.toTwos=function(t){return 0!==this.negative?this.abs().inotn(t).iaddn(1):this.clone()},a.prototype.fromTwos=function(t){return this.testn(t-1)?this.notn(t).iaddn(1).ineg():this.clone()},a.prototype.isNeg=function(){return 0!==this.negative},a.prototype.neg=function(){return this.clone().ineg()},a.prototype.ineg=function(){return this.isZero()||(this.negative^=1),this},a.prototype.iuor=function(t){for(;this.length<t.length;)this.words[this.length++]=0;for(var e=0;e<t.length;e++)this.words[e]=this.words[e]|t.words[e];return this.strip()},a.prototype.ior=function(t){return n(0==(this.negative|t.negative)),this.iuor(t)},a.prototype.or=function(t){return this.length>t.length?this.clone().ior(t):t.clone().ior(this)},a.prototype.uor=function(t){return this.length>t.length?this.clone().iuor(t):t.clone().iuor(this)},a.prototype.iuand=function(t){var e;e=this.length>t.length?t:this;for(var r=0;r<e.length;r++)this.words[r]=this.words[r]&t.words[r];return this.length=e.length,this.strip()},a.prototype.iand=function(t){return n(0==(this.negative|t.negative)),this.iuand(t)},a.prototype.and=function(t){return this.length>t.length?this.clone().iand(t):t.clone().iand(this)},a.prototype.uand=function(t){return this.length>t.length?this.clone().iuand(t):t.clone().iuand(this)},a.prototype.iuxor=function(t){var e,r;this.length>t.length?(e=this,r=t):(e=t,r=this);for(var n=0;n<r.length;n++)this.words[n]=e.words[n]^r.words[n];if(this!==e)for(;n<e.length;n++)this.words[n]=e.words[n];return this.length=e.length,this.strip()},a.prototype.ixor=function(t){return n(0==(this.negative|t.negative)),this.iuxor(t)},a.prototype.xor=function(t){return this.length>t.length?this.clone().ixor(t):t.clone().ixor(this)},a.prototype.uxor=function(t){return this.length>t.length?this.clone().iuxor(t):t.clone().iuxor(this)},a.prototype.inotn=function(t){n(\"number\"==typeof t&&t>=0);var e=0|Math.ceil(t/26),r=t%26;this._expand(e),r>0&&e--;for(var i=0;i<e;i++)this.words[i]=67108863&~this.words[i];return r>0&&(this.words[i]=~this.words[i]&67108863>>26-r),this.strip()},a.prototype.notn=function(t){return this.clone().inotn(t)},a.prototype.setn=function(t,e){n(\"number\"==typeof t&&t>=0);var r=t/26|0,i=t%26;return this._expand(r+1),this.words[r]=e?this.words[r]|1<<i:this.words[r]&~(1<<i),this.strip()},a.prototype.iadd=function(t){var e,r,n;if(0!==this.negative&&0===t.negative)return this.negative=0,e=this.isub(t),this.negative^=1,this._normSign();if(0===this.negative&&0!==t.negative)return t.negative=0,e=this.isub(t),t.negative=1,e._normSign();this.length>t.length?(r=this,n=t):(r=t,n=this);for(var i=0,a=0;a<n.length;a++)e=(0|r.words[a])+(0|n.words[a])+i,this.words[a]=67108863&e,i=e>>>26;for(;0!==i&&a<r.length;a++)e=(0|r.words[a])+i,this.words[a]=67108863&e,i=e>>>26;if(this.length=r.length,0!==i)this.words[this.length]=i,this.length++;else if(r!==this)for(;a<r.length;a++)this.words[a]=r.words[a];return this},a.prototype.add=function(t){var e;return 0!==t.negative&&0===this.negative?(t.negative=0,e=this.sub(t),t.negative^=1,e):0===t.negative&&0!==this.negative?(this.negative=0,e=t.sub(this),this.negative=1,e):this.length>t.length?this.clone().iadd(t):t.clone().iadd(this)},a.prototype.isub=function(t){if(0!==t.negative){t.negative=0;var e=this.iadd(t);return t.negative=1,e._normSign()}if(0!==this.negative)return this.negative=0,this.iadd(t),this.negative=1,this._normSign();var r,n,i=this.cmp(t);if(0===i)return this.negative=0,this.length=1,this.words[0]=0,this;i>0?(r=this,n=t):(r=t,n=this);for(var a=0,o=0;o<n.length;o++)a=(e=(0|r.words[o])-(0|n.words[o])+a)>>26,this.words[o]=67108863&e;for(;0!==a&&o<r.length;o++)a=(e=(0|r.words[o])+a)>>26,this.words[o]=67108863&e;if(0===a&&o<r.length&&r!==this)for(;o<r.length;o++)this.words[o]=r.words[o];return this.length=Math.max(this.length,o),r!==this&&(this.negative=1),this.strip()},a.prototype.sub=function(t){return this.clone().isub(t)};var d=function(t,e,r){var n,i,a,o=t.words,s=e.words,l=r.words,u=0,c=0|o[0],f=8191&c,h=c>>>13,p=0|o[1],d=8191&p,v=p>>>13,g=0|o[2],y=8191&g,m=g>>>13,x=0|o[3],b=8191&x,_=x>>>13,w=0|o[4],T=8191&w,k=w>>>13,A=0|o[5],M=8191&A,S=A>>>13,E=0|o[6],L=8191&E,C=E>>>13,P=0|o[7],O=8191&P,I=P>>>13,D=0|o[8],z=8191&D,R=D>>>13,F=0|o[9],B=8191&F,N=F>>>13,j=0|s[0],U=8191&j,V=j>>>13,H=0|s[1],q=8191&H,G=H>>>13,Z=0|s[2],Y=8191&Z,W=Z>>>13,X=0|s[3],J=8191&X,K=X>>>13,$=0|s[4],Q=8191&$,tt=$>>>13,et=0|s[5],rt=8191&et,nt=et>>>13,it=0|s[6],at=8191&it,ot=it>>>13,st=0|s[7],lt=8191&st,ut=st>>>13,ct=0|s[8],ft=8191&ct,ht=ct>>>13,pt=0|s[9],dt=8191&pt,vt=pt>>>13;r.negative=t.negative^e.negative,r.length=19;var gt=(u+(n=Math.imul(f,U))|0)+((8191&(i=(i=Math.imul(f,V))+Math.imul(h,U)|0))<<13)|0;u=((a=Math.imul(h,V))+(i>>>13)|0)+(gt>>>26)|0,gt&=67108863,n=Math.imul(d,U),i=(i=Math.imul(d,V))+Math.imul(v,U)|0,a=Math.imul(v,V);var yt=(u+(n=n+Math.imul(f,q)|0)|0)+((8191&(i=(i=i+Math.imul(f,G)|0)+Math.imul(h,q)|0))<<13)|0;u=((a=a+Math.imul(h,G)|0)+(i>>>13)|0)+(yt>>>26)|0,yt&=67108863,n=Math.imul(y,U),i=(i=Math.imul(y,V))+Math.imul(m,U)|0,a=Math.imul(m,V),n=n+Math.imul(d,q)|0,i=(i=i+Math.imul(d,G)|0)+Math.imul(v,q)|0,a=a+Math.imul(v,G)|0;var mt=(u+(n=n+Math.imul(f,Y)|0)|0)+((8191&(i=(i=i+Math.imul(f,W)|0)+Math.imul(h,Y)|0))<<13)|0;u=((a=a+Math.imul(h,W)|0)+(i>>>13)|0)+(mt>>>26)|0,mt&=67108863,n=Math.imul(b,U),i=(i=Math.imul(b,V))+Math.imul(_,U)|0,a=Math.imul(_,V),n=n+Math.imul(y,q)|0,i=(i=i+Math.imul(y,G)|0)+Math.imul(m,q)|0,a=a+Math.imul(m,G)|0,n=n+Math.imul(d,Y)|0,i=(i=i+Math.imul(d,W)|0)+Math.imul(v,Y)|0,a=a+Math.imul(v,W)|0;var xt=(u+(n=n+Math.imul(f,J)|0)|0)+((8191&(i=(i=i+Math.imul(f,K)|0)+Math.imul(h,J)|0))<<13)|0;u=((a=a+Math.imul(h,K)|0)+(i>>>13)|0)+(xt>>>26)|0,xt&=67108863,n=Math.imul(T,U),i=(i=Math.imul(T,V))+Math.imul(k,U)|0,a=Math.imul(k,V),n=n+Math.imul(b,q)|0,i=(i=i+Math.imul(b,G)|0)+Math.imul(_,q)|0,a=a+Math.imul(_,G)|0,n=n+Math.imul(y,Y)|0,i=(i=i+Math.imul(y,W)|0)+Math.imul(m,Y)|0,a=a+Math.imul(m,W)|0,n=n+Math.imul(d,J)|0,i=(i=i+Math.imul(d,K)|0)+Math.imul(v,J)|0,a=a+Math.imul(v,K)|0;var bt=(u+(n=n+Math.imul(f,Q)|0)|0)+((8191&(i=(i=i+Math.imul(f,tt)|0)+Math.imul(h,Q)|0))<<13)|0;u=((a=a+Math.imul(h,tt)|0)+(i>>>13)|0)+(bt>>>26)|0,bt&=67108863,n=Math.imul(M,U),i=(i=Math.imul(M,V))+Math.imul(S,U)|0,a=Math.imul(S,V),n=n+Math.imul(T,q)|0,i=(i=i+Math.imul(T,G)|0)+Math.imul(k,q)|0,a=a+Math.imul(k,G)|0,n=n+Math.imul(b,Y)|0,i=(i=i+Math.imul(b,W)|0)+Math.imul(_,Y)|0,a=a+Math.imul(_,W)|0,n=n+Math.imul(y,J)|0,i=(i=i+Math.imul(y,K)|0)+Math.imul(m,J)|0,a=a+Math.imul(m,K)|0,n=n+Math.imul(d,Q)|0,i=(i=i+Math.imul(d,tt)|0)+Math.imul(v,Q)|0,a=a+Math.imul(v,tt)|0;var _t=(u+(n=n+Math.imul(f,rt)|0)|0)+((8191&(i=(i=i+Math.imul(f,nt)|0)+Math.imul(h,rt)|0))<<13)|0;u=((a=a+Math.imul(h,nt)|0)+(i>>>13)|0)+(_t>>>26)|0,_t&=67108863,n=Math.imul(L,U),i=(i=Math.imul(L,V))+Math.imul(C,U)|0,a=Math.imul(C,V),n=n+Math.imul(M,q)|0,i=(i=i+Math.imul(M,G)|0)+Math.imul(S,q)|0,a=a+Math.imul(S,G)|0,n=n+Math.imul(T,Y)|0,i=(i=i+Math.imul(T,W)|0)+Math.imul(k,Y)|0,a=a+Math.imul(k,W)|0,n=n+Math.imul(b,J)|0,i=(i=i+Math.imul(b,K)|0)+Math.imul(_,J)|0,a=a+Math.imul(_,K)|0,n=n+Math.imul(y,Q)|0,i=(i=i+Math.imul(y,tt)|0)+Math.imul(m,Q)|0,a=a+Math.imul(m,tt)|0,n=n+Math.imul(d,rt)|0,i=(i=i+Math.imul(d,nt)|0)+Math.imul(v,rt)|0,a=a+Math.imul(v,nt)|0;var wt=(u+(n=n+Math.imul(f,at)|0)|0)+((8191&(i=(i=i+Math.imul(f,ot)|0)+Math.imul(h,at)|0))<<13)|0;u=((a=a+Math.imul(h,ot)|0)+(i>>>13)|0)+(wt>>>26)|0,wt&=67108863,n=Math.imul(O,U),i=(i=Math.imul(O,V))+Math.imul(I,U)|0,a=Math.imul(I,V),n=n+Math.imul(L,q)|0,i=(i=i+Math.imul(L,G)|0)+Math.imul(C,q)|0,a=a+Math.imul(C,G)|0,n=n+Math.imul(M,Y)|0,i=(i=i+Math.imul(M,W)|0)+Math.imul(S,Y)|0,a=a+Math.imul(S,W)|0,n=n+Math.imul(T,J)|0,i=(i=i+Math.imul(T,K)|0)+Math.imul(k,J)|0,a=a+Math.imul(k,K)|0,n=n+Math.imul(b,Q)|0,i=(i=i+Math.imul(b,tt)|0)+Math.imul(_,Q)|0,a=a+Math.imul(_,tt)|0,n=n+Math.imul(y,rt)|0,i=(i=i+Math.imul(y,nt)|0)+Math.imul(m,rt)|0,a=a+Math.imul(m,nt)|0,n=n+Math.imul(d,at)|0,i=(i=i+Math.imul(d,ot)|0)+Math.imul(v,at)|0,a=a+Math.imul(v,ot)|0;var Tt=(u+(n=n+Math.imul(f,lt)|0)|0)+((8191&(i=(i=i+Math.imul(f,ut)|0)+Math.imul(h,lt)|0))<<13)|0;u=((a=a+Math.imul(h,ut)|0)+(i>>>13)|0)+(Tt>>>26)|0,Tt&=67108863,n=Math.imul(z,U),i=(i=Math.imul(z,V))+Math.imul(R,U)|0,a=Math.imul(R,V),n=n+Math.imul(O,q)|0,i=(i=i+Math.imul(O,G)|0)+Math.imul(I,q)|0,a=a+Math.imul(I,G)|0,n=n+Math.imul(L,Y)|0,i=(i=i+Math.imul(L,W)|0)+Math.imul(C,Y)|0,a=a+Math.imul(C,W)|0,n=n+Math.imul(M,J)|0,i=(i=i+Math.imul(M,K)|0)+Math.imul(S,J)|0,a=a+Math.imul(S,K)|0,n=n+Math.imul(T,Q)|0,i=(i=i+Math.imul(T,tt)|0)+Math.imul(k,Q)|0,a=a+Math.imul(k,tt)|0,n=n+Math.imul(b,rt)|0,i=(i=i+Math.imul(b,nt)|0)+Math.imul(_,rt)|0,a=a+Math.imul(_,nt)|0,n=n+Math.imul(y,at)|0,i=(i=i+Math.imul(y,ot)|0)+Math.imul(m,at)|0,a=a+Math.imul(m,ot)|0,n=n+Math.imul(d,lt)|0,i=(i=i+Math.imul(d,ut)|0)+Math.imul(v,lt)|0,a=a+Math.imul(v,ut)|0;var kt=(u+(n=n+Math.imul(f,ft)|0)|0)+((8191&(i=(i=i+Math.imul(f,ht)|0)+Math.imul(h,ft)|0))<<13)|0;u=((a=a+Math.imul(h,ht)|0)+(i>>>13)|0)+(kt>>>26)|0,kt&=67108863,n=Math.imul(B,U),i=(i=Math.imul(B,V))+Math.imul(N,U)|0,a=Math.imul(N,V),n=n+Math.imul(z,q)|0,i=(i=i+Math.imul(z,G)|0)+Math.imul(R,q)|0,a=a+Math.imul(R,G)|0,n=n+Math.imul(O,Y)|0,i=(i=i+Math.imul(O,W)|0)+Math.imul(I,Y)|0,a=a+Math.imul(I,W)|0,n=n+Math.imul(L,J)|0,i=(i=i+Math.imul(L,K)|0)+Math.imul(C,J)|0,a=a+Math.imul(C,K)|0,n=n+Math.imul(M,Q)|0,i=(i=i+Math.imul(M,tt)|0)+Math.imul(S,Q)|0,a=a+Math.imul(S,tt)|0,n=n+Math.imul(T,rt)|0,i=(i=i+Math.imul(T,nt)|0)+Math.imul(k,rt)|0,a=a+Math.imul(k,nt)|0,n=n+Math.imul(b,at)|0,i=(i=i+Math.imul(b,ot)|0)+Math.imul(_,at)|0,a=a+Math.imul(_,ot)|0,n=n+Math.imul(y,lt)|0,i=(i=i+Math.imul(y,ut)|0)+Math.imul(m,lt)|0,a=a+Math.imul(m,ut)|0,n=n+Math.imul(d,ft)|0,i=(i=i+Math.imul(d,ht)|0)+Math.imul(v,ft)|0,a=a+Math.imul(v,ht)|0;var At=(u+(n=n+Math.imul(f,dt)|0)|0)+((8191&(i=(i=i+Math.imul(f,vt)|0)+Math.imul(h,dt)|0))<<13)|0;u=((a=a+Math.imul(h,vt)|0)+(i>>>13)|0)+(At>>>26)|0,At&=67108863,n=Math.imul(B,q),i=(i=Math.imul(B,G))+Math.imul(N,q)|0,a=Math.imul(N,G),n=n+Math.imul(z,Y)|0,i=(i=i+Math.imul(z,W)|0)+Math.imul(R,Y)|0,a=a+Math.imul(R,W)|0,n=n+Math.imul(O,J)|0,i=(i=i+Math.imul(O,K)|0)+Math.imul(I,J)|0,a=a+Math.imul(I,K)|0,n=n+Math.imul(L,Q)|0,i=(i=i+Math.imul(L,tt)|0)+Math.imul(C,Q)|0,a=a+Math.imul(C,tt)|0,n=n+Math.imul(M,rt)|0,i=(i=i+Math.imul(M,nt)|0)+Math.imul(S,rt)|0,a=a+Math.imul(S,nt)|0,n=n+Math.imul(T,at)|0,i=(i=i+Math.imul(T,ot)|0)+Math.imul(k,at)|0,a=a+Math.imul(k,ot)|0,n=n+Math.imul(b,lt)|0,i=(i=i+Math.imul(b,ut)|0)+Math.imul(_,lt)|0,a=a+Math.imul(_,ut)|0,n=n+Math.imul(y,ft)|0,i=(i=i+Math.imul(y,ht)|0)+Math.imul(m,ft)|0,a=a+Math.imul(m,ht)|0;var Mt=(u+(n=n+Math.imul(d,dt)|0)|0)+((8191&(i=(i=i+Math.imul(d,vt)|0)+Math.imul(v,dt)|0))<<13)|0;u=((a=a+Math.imul(v,vt)|0)+(i>>>13)|0)+(Mt>>>26)|0,Mt&=67108863,n=Math.imul(B,Y),i=(i=Math.imul(B,W))+Math.imul(N,Y)|0,a=Math.imul(N,W),n=n+Math.imul(z,J)|0,i=(i=i+Math.imul(z,K)|0)+Math.imul(R,J)|0,a=a+Math.imul(R,K)|0,n=n+Math.imul(O,Q)|0,i=(i=i+Math.imul(O,tt)|0)+Math.imul(I,Q)|0,a=a+Math.imul(I,tt)|0,n=n+Math.imul(L,rt)|0,i=(i=i+Math.imul(L,nt)|0)+Math.imul(C,rt)|0,a=a+Math.imul(C,nt)|0,n=n+Math.imul(M,at)|0,i=(i=i+Math.imul(M,ot)|0)+Math.imul(S,at)|0,a=a+Math.imul(S,ot)|0,n=n+Math.imul(T,lt)|0,i=(i=i+Math.imul(T,ut)|0)+Math.imul(k,lt)|0,a=a+Math.imul(k,ut)|0,n=n+Math.imul(b,ft)|0,i=(i=i+Math.imul(b,ht)|0)+Math.imul(_,ft)|0,a=a+Math.imul(_,ht)|0;var St=(u+(n=n+Math.imul(y,dt)|0)|0)+((8191&(i=(i=i+Math.imul(y,vt)|0)+Math.imul(m,dt)|0))<<13)|0;u=((a=a+Math.imul(m,vt)|0)+(i>>>13)|0)+(St>>>26)|0,St&=67108863,n=Math.imul(B,J),i=(i=Math.imul(B,K))+Math.imul(N,J)|0,a=Math.imul(N,K),n=n+Math.imul(z,Q)|0,i=(i=i+Math.imul(z,tt)|0)+Math.imul(R,Q)|0,a=a+Math.imul(R,tt)|0,n=n+Math.imul(O,rt)|0,i=(i=i+Math.imul(O,nt)|0)+Math.imul(I,rt)|0,a=a+Math.imul(I,nt)|0,n=n+Math.imul(L,at)|0,i=(i=i+Math.imul(L,ot)|0)+Math.imul(C,at)|0,a=a+Math.imul(C,ot)|0,n=n+Math.imul(M,lt)|0,i=(i=i+Math.imul(M,ut)|0)+Math.imul(S,lt)|0,a=a+Math.imul(S,ut)|0,n=n+Math.imul(T,ft)|0,i=(i=i+Math.imul(T,ht)|0)+Math.imul(k,ft)|0,a=a+Math.imul(k,ht)|0;var Et=(u+(n=n+Math.imul(b,dt)|0)|0)+((8191&(i=(i=i+Math.imul(b,vt)|0)+Math.imul(_,dt)|0))<<13)|0;u=((a=a+Math.imul(_,vt)|0)+(i>>>13)|0)+(Et>>>26)|0,Et&=67108863,n=Math.imul(B,Q),i=(i=Math.imul(B,tt))+Math.imul(N,Q)|0,a=Math.imul(N,tt),n=n+Math.imul(z,rt)|0,i=(i=i+Math.imul(z,nt)|0)+Math.imul(R,rt)|0,a=a+Math.imul(R,nt)|0,n=n+Math.imul(O,at)|0,i=(i=i+Math.imul(O,ot)|0)+Math.imul(I,at)|0,a=a+Math.imul(I,ot)|0,n=n+Math.imul(L,lt)|0,i=(i=i+Math.imul(L,ut)|0)+Math.imul(C,lt)|0,a=a+Math.imul(C,ut)|0,n=n+Math.imul(M,ft)|0,i=(i=i+Math.imul(M,ht)|0)+Math.imul(S,ft)|0,a=a+Math.imul(S,ht)|0;var Lt=(u+(n=n+Math.imul(T,dt)|0)|0)+((8191&(i=(i=i+Math.imul(T,vt)|0)+Math.imul(k,dt)|0))<<13)|0;u=((a=a+Math.imul(k,vt)|0)+(i>>>13)|0)+(Lt>>>26)|0,Lt&=67108863,n=Math.imul(B,rt),i=(i=Math.imul(B,nt))+Math.imul(N,rt)|0,a=Math.imul(N,nt),n=n+Math.imul(z,at)|0,i=(i=i+Math.imul(z,ot)|0)+Math.imul(R,at)|0,a=a+Math.imul(R,ot)|0,n=n+Math.imul(O,lt)|0,i=(i=i+Math.imul(O,ut)|0)+Math.imul(I,lt)|0,a=a+Math.imul(I,ut)|0,n=n+Math.imul(L,ft)|0,i=(i=i+Math.imul(L,ht)|0)+Math.imul(C,ft)|0,a=a+Math.imul(C,ht)|0;var Ct=(u+(n=n+Math.imul(M,dt)|0)|0)+((8191&(i=(i=i+Math.imul(M,vt)|0)+Math.imul(S,dt)|0))<<13)|0;u=((a=a+Math.imul(S,vt)|0)+(i>>>13)|0)+(Ct>>>26)|0,Ct&=67108863,n=Math.imul(B,at),i=(i=Math.imul(B,ot))+Math.imul(N,at)|0,a=Math.imul(N,ot),n=n+Math.imul(z,lt)|0,i=(i=i+Math.imul(z,ut)|0)+Math.imul(R,lt)|0,a=a+Math.imul(R,ut)|0,n=n+Math.imul(O,ft)|0,i=(i=i+Math.imul(O,ht)|0)+Math.imul(I,ft)|0,a=a+Math.imul(I,ht)|0;var Pt=(u+(n=n+Math.imul(L,dt)|0)|0)+((8191&(i=(i=i+Math.imul(L,vt)|0)+Math.imul(C,dt)|0))<<13)|0;u=((a=a+Math.imul(C,vt)|0)+(i>>>13)|0)+(Pt>>>26)|0,Pt&=67108863,n=Math.imul(B,lt),i=(i=Math.imul(B,ut))+Math.imul(N,lt)|0,a=Math.imul(N,ut),n=n+Math.imul(z,ft)|0,i=(i=i+Math.imul(z,ht)|0)+Math.imul(R,ft)|0,a=a+Math.imul(R,ht)|0;var Ot=(u+(n=n+Math.imul(O,dt)|0)|0)+((8191&(i=(i=i+Math.imul(O,vt)|0)+Math.imul(I,dt)|0))<<13)|0;u=((a=a+Math.imul(I,vt)|0)+(i>>>13)|0)+(Ot>>>26)|0,Ot&=67108863,n=Math.imul(B,ft),i=(i=Math.imul(B,ht))+Math.imul(N,ft)|0,a=Math.imul(N,ht);var It=(u+(n=n+Math.imul(z,dt)|0)|0)+((8191&(i=(i=i+Math.imul(z,vt)|0)+Math.imul(R,dt)|0))<<13)|0;u=((a=a+Math.imul(R,vt)|0)+(i>>>13)|0)+(It>>>26)|0,It&=67108863;var Dt=(u+(n=Math.imul(B,dt))|0)+((8191&(i=(i=Math.imul(B,vt))+Math.imul(N,dt)|0))<<13)|0;return u=((a=Math.imul(N,vt))+(i>>>13)|0)+(Dt>>>26)|0,Dt&=67108863,l[0]=gt,l[1]=yt,l[2]=mt,l[3]=xt,l[4]=bt,l[5]=_t,l[6]=wt,l[7]=Tt,l[8]=kt,l[9]=At,l[10]=Mt,l[11]=St,l[12]=Et,l[13]=Lt,l[14]=Ct,l[15]=Pt,l[16]=Ot,l[17]=It,l[18]=Dt,0!==u&&(l[19]=u,r.length++),r};function v(t,e,r){return(new g).mulp(t,e,r)}function g(t,e){this.x=t,this.y=e}Math.imul||(d=p),a.prototype.mulTo=function(t,e){var r,n=this.length+t.length;return r=10===this.length&&10===t.length?d(this,t,e):n<63?p(this,t,e):n<1024?function(t,e,r){r.negative=e.negative^t.negative,r.length=t.length+e.length;for(var n=0,i=0,a=0;a<r.length-1;a++){var o=i;i=0;for(var s=67108863&n,l=Math.min(a,e.length-1),u=Math.max(0,a-t.length+1);u<=l;u++){var c=a-u,f=(0|t.words[c])*(0|e.words[u]),h=67108863&f;s=67108863&(h=h+s|0),i+=(o=(o=o+(f/67108864|0)|0)+(h>>>26)|0)>>>26,o&=67108863}r.words[a]=s,n=o,o=i}return 0!==n?r.words[a]=n:r.length--,r.strip()}(this,t,e):v(this,t,e),r},g.prototype.makeRBT=function(t){for(var e=new Array(t),r=a.prototype._countBits(t)-1,n=0;n<t;n++)e[n]=this.revBin(n,r,t);return e},g.prototype.revBin=function(t,e,r){if(0===t||t===r-1)return t;for(var n=0,i=0;i<e;i++)n|=(1&t)<<e-i-1,t>>=1;return n},g.prototype.permute=function(t,e,r,n,i,a){for(var o=0;o<a;o++)n[o]=e[t[o]],i[o]=r[t[o]]},g.prototype.transform=function(t,e,r,n,i,a){this.permute(a,t,e,r,n,i);for(var o=1;o<i;o<<=1)for(var s=o<<1,l=Math.cos(2*Math.PI/s),u=Math.sin(2*Math.PI/s),c=0;c<i;c+=s)for(var f=l,h=u,p=0;p<o;p++){var d=r[c+p],v=n[c+p],g=r[c+p+o],y=n[c+p+o],m=f*g-h*y;y=f*y+h*g,g=m,r[c+p]=d+g,n[c+p]=v+y,r[c+p+o]=d-g,n[c+p+o]=v-y,p!==s&&(m=l*f-u*h,h=l*h+u*f,f=m)}},g.prototype.guessLen13b=function(t,e){var r=1|Math.max(e,t),n=1&r,i=0;for(r=r/2|0;r;r>>>=1)i++;return 1<<i+1+n},g.prototype.conjugate=function(t,e,r){if(!(r<=1))for(var n=0;n<r/2;n++){var i=t[n];t[n]=t[r-n-1],t[r-n-1]=i,i=e[n],e[n]=-e[r-n-1],e[r-n-1]=-i}},g.prototype.normalize13b=function(t,e){for(var r=0,n=0;n<e/2;n++){var i=8192*Math.round(t[2*n+1]/e)+Math.round(t[2*n]/e)+r;t[n]=67108863&i,r=i<67108864?0:i/67108864|0}return t},g.prototype.convert13b=function(t,e,r,i){for(var a=0,o=0;o<e;o++)a+=0|t[o],r[2*o]=8191&a,a>>>=13,r[2*o+1]=8191&a,a>>>=13;for(o=2*e;o<i;++o)r[o]=0;n(0===a),n(0==(-8192&a))},g.prototype.stub=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=0;return e},g.prototype.mulp=function(t,e,r){var n=2*this.guessLen13b(t.length,e.length),i=this.makeRBT(n),a=this.stub(n),o=new Array(n),s=new Array(n),l=new Array(n),u=new Array(n),c=new Array(n),f=new Array(n),h=r.words;h.length=n,this.convert13b(t.words,t.length,o,n),this.convert13b(e.words,e.length,u,n),this.transform(o,a,s,l,n,i),this.transform(u,a,c,f,n,i);for(var p=0;p<n;p++){var d=s[p]*c[p]-l[p]*f[p];l[p]=s[p]*f[p]+l[p]*c[p],s[p]=d}return this.conjugate(s,l,n),this.transform(s,l,h,a,n,i),this.conjugate(h,a,n),this.normalize13b(h,n),r.negative=t.negative^e.negative,r.length=t.length+e.length,r.strip()},a.prototype.mul=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),this.mulTo(t,e)},a.prototype.mulf=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),v(this,t,e)},a.prototype.imul=function(t){return this.clone().mulTo(t,this)},a.prototype.imuln=function(t){n(\"number\"==typeof t),n(t<67108864);for(var e=0,r=0;r<this.length;r++){var i=(0|this.words[r])*t,a=(67108863&i)+(67108863&e);e>>=26,e+=i/67108864|0,e+=a>>>26,this.words[r]=67108863&a}return 0!==e&&(this.words[r]=e,this.length++),this},a.prototype.muln=function(t){return this.clone().imuln(t)},a.prototype.sqr=function(){return this.mul(this)},a.prototype.isqr=function(){return this.imul(this.clone())},a.prototype.pow=function(t){var e=function(t){for(var e=new Array(t.bitLength()),r=0;r<e.length;r++){var n=r/26|0,i=r%26;e[r]=(t.words[n]&1<<i)>>>i}return e}(t);if(0===e.length)return new a(1);for(var r=this,n=0;n<e.length&&0===e[n];n++,r=r.sqr());if(++n<e.length)for(var i=r.sqr();n<e.length;n++,i=i.sqr())0!==e[n]&&(r=r.mul(i));return r},a.prototype.iushln=function(t){n(\"number\"==typeof t&&t>=0);var e,r=t%26,i=(t-r)/26,a=67108863>>>26-r<<26-r;if(0!==r){var o=0;for(e=0;e<this.length;e++){var s=this.words[e]&a,l=(0|this.words[e])-s<<r;this.words[e]=l|o,o=s>>>26-r}o&&(this.words[e]=o,this.length++)}if(0!==i){for(e=this.length-1;e>=0;e--)this.words[e+i]=this.words[e];for(e=0;e<i;e++)this.words[e]=0;this.length+=i}return this.strip()},a.prototype.ishln=function(t){return n(0===this.negative),this.iushln(t)},a.prototype.iushrn=function(t,e,r){var i;n(\"number\"==typeof t&&t>=0),i=e?(e-e%26)/26:0;var a=t%26,o=Math.min((t-a)/26,this.length),s=67108863^67108863>>>a<<a,l=r;if(i-=o,i=Math.max(0,i),l){for(var u=0;u<o;u++)l.words[u]=this.words[u];l.length=o}if(0===o);else if(this.length>o)for(this.length-=o,u=0;u<this.length;u++)this.words[u]=this.words[u+o];else this.words[0]=0,this.length=1;var c=0;for(u=this.length-1;u>=0&&(0!==c||u>=i);u--){var f=0|this.words[u];this.words[u]=c<<26-a|f>>>a,c=f&s}return l&&0!==c&&(l.words[l.length++]=c),0===this.length&&(this.words[0]=0,this.length=1),this.strip()},a.prototype.ishrn=function(t,e,r){return n(0===this.negative),this.iushrn(t,e,r)},a.prototype.shln=function(t){return this.clone().ishln(t)},a.prototype.ushln=function(t){return this.clone().iushln(t)},a.prototype.shrn=function(t){return this.clone().ishrn(t)},a.prototype.ushrn=function(t){return this.clone().iushrn(t)},a.prototype.testn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26,i=1<<e;return!(this.length<=r||!(this.words[r]&i))},a.prototype.imaskn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,\"imaskn works only with positive numbers\"),this.length<=r)return this;if(0!==e&&r++,this.length=Math.min(r,this.length),0!==e){var i=67108863^67108863>>>e<<e;this.words[this.length-1]&=i}return this.strip()},a.prototype.maskn=function(t){return this.clone().imaskn(t)},a.prototype.iaddn=function(t){return n(\"number\"==typeof t),n(t<67108864),t<0?this.isubn(-t):0!==this.negative?1===this.length&&(0|this.words[0])<t?(this.words[0]=t-(0|this.words[0]),this.negative=0,this):(this.negative=0,this.isubn(t),this.negative=1,this):this._iaddn(t)},a.prototype._iaddn=function(t){this.words[0]+=t;for(var e=0;e<this.length&&this.words[e]>=67108864;e++)this.words[e]-=67108864,e===this.length-1?this.words[e+1]=1:this.words[e+1]++;return this.length=Math.max(this.length,e+1),this},a.prototype.isubn=function(t){if(n(\"number\"==typeof t),n(t<67108864),t<0)return this.iaddn(-t);if(0!==this.negative)return this.negative=0,this.iaddn(t),this.negative=1,this;if(this.words[0]-=t,1===this.length&&this.words[0]<0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e<this.length&&this.words[e]<0;e++)this.words[e]+=67108864,this.words[e+1]-=1;return this.strip()},a.prototype.addn=function(t){return this.clone().iaddn(t)},a.prototype.subn=function(t){return this.clone().isubn(t)},a.prototype.iabs=function(){return this.negative=0,this},a.prototype.abs=function(){return this.clone().iabs()},a.prototype._ishlnsubmul=function(t,e,r){var i,a,o=t.length+r;this._expand(o);var s=0;for(i=0;i<t.length;i++){a=(0|this.words[i+r])+s;var l=(0|t.words[i])*e;s=((a-=67108863&l)>>26)-(l/67108864|0),this.words[i+r]=67108863&a}for(;i<this.length-r;i++)s=(a=(0|this.words[i+r])+s)>>26,this.words[i+r]=67108863&a;if(0===s)return this.strip();for(n(-1===s),s=0,i=0;i<this.length;i++)s=(a=-(0|this.words[i])+s)>>26,this.words[i]=67108863&a;return this.negative=1,this.strip()},a.prototype._wordDiv=function(t,e){var r=(this.length,t.length),n=this.clone(),i=t,o=0|i.words[i.length-1];0!=(r=26-this._countBits(o))&&(i=i.ushln(r),n.iushln(r),o=0|i.words[i.length-1]);var s,l=n.length-i.length;if(\"mod\"!==e){(s=new a(null)).length=l+1,s.words=new Array(s.length);for(var u=0;u<s.length;u++)s.words[u]=0}var c=n.clone()._ishlnsubmul(i,1,l);0===c.negative&&(n=c,s&&(s.words[l]=1));for(var f=l-1;f>=0;f--){var h=67108864*(0|n.words[i.length+f])+(0|n.words[i.length+f-1]);for(h=Math.min(h/o|0,67108863),n._ishlnsubmul(i,h,f);0!==n.negative;)h--,n.negative=0,n._ishlnsubmul(i,1,f),n.isZero()||(n.negative^=1);s&&(s.words[f]=h)}return s&&s.strip(),n.strip(),\"div\"!==e&&0!==r&&n.iushrn(r),{div:s||null,mod:n}},a.prototype.divmod=function(t,e,r){return n(!t.isZero()),this.isZero()?{div:new a(0),mod:new a(0)}:0!==this.negative&&0===t.negative?(s=this.neg().divmod(t,e),\"mod\"!==e&&(i=s.div.neg()),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.iadd(t)),{div:i,mod:o}):0===this.negative&&0!==t.negative?(s=this.divmod(t.neg(),e),\"mod\"!==e&&(i=s.div.neg()),{div:i,mod:s.mod}):0!=(this.negative&t.negative)?(s=this.neg().divmod(t.neg(),e),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.isub(t)),{div:s.div,mod:o}):t.length>this.length||this.cmp(t)<0?{div:new a(0),mod:this}:1===t.length?\"div\"===e?{div:this.divn(t.words[0]),mod:null}:\"mod\"===e?{div:null,mod:new a(this.modn(t.words[0]))}:{div:this.divn(t.words[0]),mod:new a(this.modn(t.words[0]))}:this._wordDiv(t,e);var i,o,s},a.prototype.div=function(t){return this.divmod(t,\"div\",!1).div},a.prototype.mod=function(t){return this.divmod(t,\"mod\",!1).mod},a.prototype.umod=function(t){return this.divmod(t,\"mod\",!0).mod},a.prototype.divRound=function(t){var e=this.divmod(t);if(e.mod.isZero())return e.div;var r=0!==e.div.negative?e.mod.isub(t):e.mod,n=t.ushrn(1),i=t.andln(1),a=r.cmp(n);return a<0||1===i&&0===a?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},a.prototype.modn=function(t){n(t<=67108863);for(var e=(1<<26)%t,r=0,i=this.length-1;i>=0;i--)r=(e*r+(0|this.words[i]))%t;return r},a.prototype.idivn=function(t){n(t<=67108863);for(var e=0,r=this.length-1;r>=0;r--){var i=(0|this.words[r])+67108864*e;this.words[r]=i/t|0,e=i%t}return this.strip()},a.prototype.divn=function(t){return this.clone().idivn(t)},a.prototype.egcd=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i=new a(1),o=new a(0),s=new a(0),l=new a(1),u=0;e.isEven()&&r.isEven();)e.iushrn(1),r.iushrn(1),++u;for(var c=r.clone(),f=e.clone();!e.isZero();){for(var h=0,p=1;0==(e.words[0]&p)&&h<26;++h,p<<=1);if(h>0)for(e.iushrn(h);h-- >0;)(i.isOdd()||o.isOdd())&&(i.iadd(c),o.isub(f)),i.iushrn(1),o.iushrn(1);for(var d=0,v=1;0==(r.words[0]&v)&&d<26;++d,v<<=1);if(d>0)for(r.iushrn(d);d-- >0;)(s.isOdd()||l.isOdd())&&(s.iadd(c),l.isub(f)),s.iushrn(1),l.iushrn(1);e.cmp(r)>=0?(e.isub(r),i.isub(s),o.isub(l)):(r.isub(e),s.isub(i),l.isub(o))}return{a:s,b:l,gcd:r.iushln(u)}},a.prototype._invmp=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i,o=new a(1),s=new a(0),l=r.clone();e.cmpn(1)>0&&r.cmpn(1)>0;){for(var u=0,c=1;0==(e.words[0]&c)&&u<26;++u,c<<=1);if(u>0)for(e.iushrn(u);u-- >0;)o.isOdd()&&o.iadd(l),o.iushrn(1);for(var f=0,h=1;0==(r.words[0]&h)&&f<26;++f,h<<=1);if(f>0)for(r.iushrn(f);f-- >0;)s.isOdd()&&s.iadd(l),s.iushrn(1);e.cmp(r)>=0?(e.isub(r),o.isub(s)):(r.isub(e),s.isub(o))}return(i=0===e.cmpn(1)?o:s).cmpn(0)<0&&i.iadd(t),i},a.prototype.gcd=function(t){if(this.isZero())return t.abs();if(t.isZero())return this.abs();var e=this.clone(),r=t.clone();e.negative=0,r.negative=0;for(var n=0;e.isEven()&&r.isEven();n++)e.iushrn(1),r.iushrn(1);for(;;){for(;e.isEven();)e.iushrn(1);for(;r.isEven();)r.iushrn(1);var i=e.cmp(r);if(i<0){var a=e;e=r,r=a}else if(0===i||0===r.cmpn(1))break;e.isub(r)}return r.iushln(n)},a.prototype.invm=function(t){return this.egcd(t).a.umod(t)},a.prototype.isEven=function(){return 0==(1&this.words[0])},a.prototype.isOdd=function(){return 1==(1&this.words[0])},a.prototype.andln=function(t){return this.words[0]&t},a.prototype.bincn=function(t){n(\"number\"==typeof t);var e=t%26,r=(t-e)/26,i=1<<e;if(this.length<=r)return this._expand(r+1),this.words[r]|=i,this;for(var a=i,o=r;0!==a&&o<this.length;o++){var s=0|this.words[o];a=(s+=a)>>>26,s&=67108863,this.words[o]=s}return 0!==a&&(this.words[o]=a,this.length++),this},a.prototype.isZero=function(){return 1===this.length&&0===this.words[0]},a.prototype.cmpn=function(t){var e,r=t<0;if(0!==this.negative&&!r)return-1;if(0===this.negative&&r)return 1;if(this.strip(),this.length>1)e=1;else{r&&(t=-t),n(t<=67108863,\"Number is too big\");var i=0|this.words[0];e=i===t?0:i<t?-1:1}return 0!==this.negative?0|-e:e},a.prototype.cmp=function(t){if(0!==this.negative&&0===t.negative)return-1;if(0===this.negative&&0!==t.negative)return 1;var e=this.ucmp(t);return 0!==this.negative?0|-e:e},a.prototype.ucmp=function(t){if(this.length>t.length)return 1;if(this.length<t.length)return-1;for(var e=0,r=this.length-1;r>=0;r--){var n=0|this.words[r],i=0|t.words[r];if(n!==i){n<i?e=-1:n>i&&(e=1);break}}return e},a.prototype.gtn=function(t){return 1===this.cmpn(t)},a.prototype.gt=function(t){return 1===this.cmp(t)},a.prototype.gten=function(t){return this.cmpn(t)>=0},a.prototype.gte=function(t){return this.cmp(t)>=0},a.prototype.ltn=function(t){return-1===this.cmpn(t)},a.prototype.lt=function(t){return-1===this.cmp(t)},a.prototype.lten=function(t){return this.cmpn(t)<=0},a.prototype.lte=function(t){return this.cmp(t)<=0},a.prototype.eqn=function(t){return 0===this.cmpn(t)},a.prototype.eq=function(t){return 0===this.cmp(t)},a.red=function(t){return new T(t)},a.prototype.toRed=function(t){return n(!this.red,\"Already a number in reduction context\"),n(0===this.negative,\"red works only with positives\"),t.convertTo(this)._forceRed(t)},a.prototype.fromRed=function(){return n(this.red,\"fromRed works only with numbers in reduction context\"),this.red.convertFrom(this)},a.prototype._forceRed=function(t){return this.red=t,this},a.prototype.forceRed=function(t){return n(!this.red,\"Already a number in reduction context\"),this._forceRed(t)},a.prototype.redAdd=function(t){return n(this.red,\"redAdd works only with red numbers\"),this.red.add(this,t)},a.prototype.redIAdd=function(t){return n(this.red,\"redIAdd works only with red numbers\"),this.red.iadd(this,t)},a.prototype.redSub=function(t){return n(this.red,\"redSub works only with red numbers\"),this.red.sub(this,t)},a.prototype.redISub=function(t){return n(this.red,\"redISub works only with red numbers\"),this.red.isub(this,t)},a.prototype.redShl=function(t){return n(this.red,\"redShl works only with red numbers\"),this.red.shl(this,t)},a.prototype.redMul=function(t){return n(this.red,\"redMul works only with red numbers\"),this.red._verify2(this,t),this.red.mul(this,t)},a.prototype.redIMul=function(t){return n(this.red,\"redMul works only with red numbers\"),this.red._verify2(this,t),this.red.imul(this,t)},a.prototype.redSqr=function(){return n(this.red,\"redSqr works only with red numbers\"),this.red._verify1(this),this.red.sqr(this)},a.prototype.redISqr=function(){return n(this.red,\"redISqr works only with red numbers\"),this.red._verify1(this),this.red.isqr(this)},a.prototype.redSqrt=function(){return n(this.red,\"redSqrt works only with red numbers\"),this.red._verify1(this),this.red.sqrt(this)},a.prototype.redInvm=function(){return n(this.red,\"redInvm works only with red numbers\"),this.red._verify1(this),this.red.invm(this)},a.prototype.redNeg=function(){return n(this.red,\"redNeg works only with red numbers\"),this.red._verify1(this),this.red.neg(this)},a.prototype.redPow=function(t){return n(this.red&&!t.red,\"redPow(normalNum)\"),this.red._verify1(this),this.red.pow(this,t)};var y={k256:null,p224:null,p192:null,p25519:null};function m(t,e){this.name=t,this.p=new a(e,16),this.n=this.p.bitLength(),this.k=new a(1).iushln(this.n).isub(this.p),this.tmp=this._tmp()}function x(){m.call(this,\"k256\",\"ffffffff ffffffff ffffffff ffffffff ffffffff ffffffff fffffffe fffffc2f\")}function b(){m.call(this,\"p224\",\"ffffffff ffffffff ffffffff ffffffff 00000000 00000000 00000001\")}function _(){m.call(this,\"p192\",\"ffffffff ffffffff ffffffff fffffffe ffffffff ffffffff\")}function w(){m.call(this,\"25519\",\"7fffffffffffffff ffffffffffffffff ffffffffffffffff ffffffffffffffed\")}function T(t){if(\"string\"==typeof t){var e=a._prime(t);this.m=e.p,this.prime=e}else n(t.gtn(1),\"modulus must be greater than 1\"),this.m=t,this.prime=null}function k(t){T.call(this,t),this.shift=this.m.bitLength(),this.shift%26!=0&&(this.shift+=26-this.shift%26),this.r=new a(1).iushln(this.shift),this.r2=this.imod(this.r.sqr()),this.rinv=this.r._invmp(this.m),this.minv=this.rinv.mul(this.r).isubn(1).div(this.m),this.minv=this.minv.umod(this.r),this.minv=this.r.sub(this.minv)}m.prototype._tmp=function(){var t=new a(null);return t.words=new Array(Math.ceil(this.n/13)),t},m.prototype.ireduce=function(t){var e,r=t;do{this.split(r,this.tmp),e=(r=(r=this.imulK(r)).iadd(this.tmp)).bitLength()}while(e>this.n);var n=e<this.n?-1:r.ucmp(this.p);return 0===n?(r.words[0]=0,r.length=1):n>0?r.isub(this.p):void 0!==r.strip?r.strip():r._strip(),r},m.prototype.split=function(t,e){t.iushrn(this.n,0,e)},m.prototype.imulK=function(t){return t.imul(this.k)},i(x,m),x.prototype.split=function(t,e){for(var r=4194303,n=Math.min(t.length,9),i=0;i<n;i++)e.words[i]=t.words[i];if(e.length=n,t.length<=9)return t.words[0]=0,void(t.length=1);var a=t.words[9];for(e.words[e.length++]=a&r,i=10;i<t.length;i++){var o=0|t.words[i];t.words[i-10]=(o&r)<<4|a>>>22,a=o}a>>>=22,t.words[i-10]=a,0===a&&t.length>10?t.length-=10:t.length-=9},x.prototype.imulK=function(t){t.words[t.length]=0,t.words[t.length+1]=0,t.length+=2;for(var e=0,r=0;r<t.length;r++){var n=0|t.words[r];e+=977*n,t.words[r]=67108863&e,e=64*n+(e/67108864|0)}return 0===t.words[t.length-1]&&(t.length--,0===t.words[t.length-1]&&t.length--),t},i(b,m),i(_,m),i(w,m),w.prototype.imulK=function(t){for(var e=0,r=0;r<t.length;r++){var n=19*(0|t.words[r])+e,i=67108863&n;n>>>=26,t.words[r]=i,e=n}return 0!==e&&(t.words[t.length++]=e),t},a._prime=function(t){if(y[t])return y[t];var e;if(\"k256\"===t)e=new x;else if(\"p224\"===t)e=new b;else if(\"p192\"===t)e=new _;else{if(\"p25519\"!==t)throw new Error(\"Unknown prime \"+t);e=new w}return y[t]=e,e},T.prototype._verify1=function(t){n(0===t.negative,\"red works only with positives\"),n(t.red,\"red works only with red numbers\")},T.prototype._verify2=function(t,e){n(0==(t.negative|e.negative),\"red works only with positives\"),n(t.red&&t.red===e.red,\"red works only with red numbers\")},T.prototype.imod=function(t){return this.prime?this.prime.ireduce(t)._forceRed(this):t.umod(this.m)._forceRed(this)},T.prototype.neg=function(t){return t.isZero()?t.clone():this.m.sub(t)._forceRed(this)},T.prototype.add=function(t,e){this._verify2(t,e);var r=t.add(e);return r.cmp(this.m)>=0&&r.isub(this.m),r._forceRed(this)},T.prototype.iadd=function(t,e){this._verify2(t,e);var r=t.iadd(e);return r.cmp(this.m)>=0&&r.isub(this.m),r},T.prototype.sub=function(t,e){this._verify2(t,e);var r=t.sub(e);return r.cmpn(0)<0&&r.iadd(this.m),r._forceRed(this)},T.prototype.isub=function(t,e){this._verify2(t,e);var r=t.isub(e);return r.cmpn(0)<0&&r.iadd(this.m),r},T.prototype.shl=function(t,e){return this._verify1(t),this.imod(t.ushln(e))},T.prototype.imul=function(t,e){return this._verify2(t,e),this.imod(t.imul(e))},T.prototype.mul=function(t,e){return this._verify2(t,e),this.imod(t.mul(e))},T.prototype.isqr=function(t){return this.imul(t,t.clone())},T.prototype.sqr=function(t){return this.mul(t,t)},T.prototype.sqrt=function(t){if(t.isZero())return t.clone();var e=this.m.andln(3);if(n(e%2==1),3===e){var r=this.m.add(new a(1)).iushrn(2);return this.pow(t,r)}for(var i=this.m.subn(1),o=0;!i.isZero()&&0===i.andln(1);)o++,i.iushrn(1);n(!i.isZero());var s=new a(1).toRed(this),l=s.redNeg(),u=this.m.subn(1).iushrn(1),c=this.m.bitLength();for(c=new a(2*c*c).toRed(this);0!==this.pow(c,u).cmp(l);)c.redIAdd(l);for(var f=this.pow(c,i),h=this.pow(t,i.addn(1).iushrn(1)),p=this.pow(t,i),d=o;0!==p.cmp(s);){for(var v=p,g=0;0!==v.cmp(s);g++)v=v.redSqr();n(g<d);var y=this.pow(f,new a(1).iushln(d-g-1));h=h.redMul(y),f=y.redSqr(),p=p.redMul(f),d=g}return h},T.prototype.invm=function(t){var e=t._invmp(this.m);return 0!==e.negative?(e.negative=0,this.imod(e).redNeg()):this.imod(e)},T.prototype.pow=function(t,e){if(e.isZero())return new a(1).toRed(this);if(0===e.cmpn(1))return t.clone();var r=new Array(16);r[0]=new a(1).toRed(this),r[1]=t;for(var n=2;n<r.length;n++)r[n]=this.mul(r[n-1],t);var i=r[0],o=0,s=0,l=e.bitLength()%26;for(0===l&&(l=26),n=e.length-1;n>=0;n--){for(var u=e.words[n],c=l-1;c>=0;c--){var 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s=(o=a.left=r(o)).right=r(o.right),a.left=s.right,o.right=s.left,s.right=a,s.left=o,s._color=a._color,a._color=1,o._color=1,e._color=1,i(a),i(o),i(s),l>1&&((u=t[l-2]).right===a?u.right=s:u.left=s),void(t[l-1]=s);if(1===o._color){if(0===a._color)return a._color=1,void(a.left=n(0,o));a.left=n(0,o);continue}var u;o=r(o),a.left=o.right,o.right=a,o._color=a._color,a._color=0,i(a),i(o),l>1&&((u=t[l-2]).right===a?u.right=o:u.left=o),t[l-1]=o,t[l]=a,l+1<t.length?t[l+1]=e:t.push(e),l+=2}}}(o),p.left===s?p.left=null:p.right=null,new a(this.tree._compare,o[0])},Object.defineProperty(f,\"key\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].key},enumerable:!0}),Object.defineProperty(f,\"value\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].value},enumerable:!0}),Object.defineProperty(f,\"index\",{get:function(){var t=0,e=this._stack;if(0===e.length){var r=this.tree.root;return r?r._count:0}e[e.length-1].left&&(t=e[e.length-1].left._count);for(var n=e.length-2;n>=0;--n)e[n+1]===e[n].right&&(++t,e[n].left&&(t+=e[n].left._count));return t},enumerable:!0}),f.next=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.right)for(e=e.right;e;)t.push(e),e=e.left;else for(t.pop();t.length>0&&t[t.length-1].right===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(f,\"hasNext\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].right)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].left===t[e])return!0;return!1}}),f.update=function(t){var r=this._stack;if(0===r.length)throw new Error(\"Can't update empty node!\");var n=new Array(r.length),i=r[r.length-1];n[n.length-1]=new e(i._color,i.key,t,i.left,i.right,i._count);for(var o=r.length-2;o>=0;--o)(i=r[o]).left===r[o+1]?n[o]=new e(i._color,i.key,i.value,n[o+1],i.right,i._count):n[o]=new e(i._color,i.key,i.value,i.left,n[o+1],i._count);return new a(this.tree._compare,n[0])},f.prev=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.left)for(e=e.left;e;)t.push(e),e=e.right;else for(t.pop();t.length>0&&t[t.length-1].left===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(f,\"hasPrev\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].left)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].right===t[e])return!0;return!1}})},7453:function(t,e,r){\"use strict\";t.exports=function(t,e){var r=new c(t);return r.update(e),r};var n=r(9557),i=r(1681),a=r(1011),o=r(2864),s=r(8468),l=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]);function u(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function c(t){this.gl=t,this.pixelRatio=1,this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.autoTicks=!0,this.tickSpacing=[1,1,1],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickAlign=[\"auto\",\"auto\",\"auto\"],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[10,10,10],this.lastCubeProps={cubeEdges:[0,0,0],axis:[0,0,0]},this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=\"sans-serif\",this.labelSize=[20,20,20],this.labelAngle=[0,0,0],this.labelAlign=[\"auto\",\"auto\",\"auto\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[10,10,10],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[0,0,0],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!1,!1,!1],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._firstInit=!0,this._text=null,this._lines=null,this._background=a(t)}var f=c.prototype;function h(){this.primalOffset=[0,0,0],this.primalMinor=[0,0,0],this.mirrorOffset=[0,0,0],this.mirrorMinor=[0,0,0]}f.update=function(t){function e(e,r,n){if(n in t){var i,a=t[n],o=this[n];(e?Array.isArray(a)&&Array.isArray(a[0]):Array.isArray(a))?this[n]=i=[r(a[0]),r(a[1]),r(a[2])]:this[n]=i=[r(a),r(a),r(a)];for(var s=0;s<3;++s)if(i[s]!==o[s])return!0}return!1}t=t||{};var r,a=e.bind(this,!1,Number),o=e.bind(this,!1,Boolean),l=e.bind(this,!1,String),u=e.bind(this,!0,(function(t){if(Array.isArray(t)){if(3===t.length)return[+t[0],+t[1],+t[2],1];if(4===t.length)return[+t[0],+t[1],+t[2],+t[3]]}return[0,0,0,1]})),c=!1,f=!1;if(\"bounds\"in t)for(var h=t.bounds,p=0;p<2;++p)for(var d=0;d<3;++d)h[p][d]!==this.bounds[p][d]&&(f=!0),this.bounds[p][d]=h[p][d];if(\"ticks\"in t)for(r=t.ticks,c=!0,this.autoTicks=!1,p=0;p<3;++p)this.tickSpacing[p]=0;else a(\"tickSpacing\")&&(this.autoTicks=!0,f=!0);if(this._firstInit&&(\"ticks\"in t||\"tickSpacing\"in t||(this.autoTicks=!0),f=!0,c=!0,this._firstInit=!1),f&&this.autoTicks&&(r=s.create(this.bounds,this.tickSpacing),c=!0),c){for(p=0;p<3;++p)r[p].sort((function(t,e){return t.x-e.x}));s.equal(r,this.ticks)?c=!1:this.ticks=r}o(\"tickEnable\"),l(\"tickFont\")&&(c=!0),a(\"tickSize\"),a(\"tickAngle\"),a(\"tickPad\"),u(\"tickColor\");var v=l(\"labels\");l(\"labelFont\")&&(v=!0),o(\"labelEnable\"),a(\"labelSize\"),a(\"labelPad\"),u(\"labelColor\"),o(\"lineEnable\"),o(\"lineMirror\"),a(\"lineWidth\"),u(\"lineColor\"),o(\"lineTickEnable\"),o(\"lineTickMirror\"),a(\"lineTickLength\"),a(\"lineTickWidth\"),u(\"lineTickColor\"),o(\"gridEnable\"),a(\"gridWidth\"),u(\"gridColor\"),o(\"zeroEnable\"),u(\"zeroLineColor\"),a(\"zeroLineWidth\"),o(\"backgroundEnable\"),u(\"backgroundColor\"),this._text?this._text&&(v||c)&&this._text.update(this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont):this._text=n(this.gl,this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont),this._lines&&c&&(this._lines.dispose(),this._lines=null),this._lines||(this._lines=i(this.gl,this.bounds,this.ticks))};var p=[new h,new h,new h];function d(t,e,r,n,i){for(var a=t.primalOffset,o=t.primalMinor,s=t.mirrorOffset,l=t.mirrorMinor,u=n[e],c=0;c<3;++c)if(e!==c){var f=a,h=s,p=o,d=l;u&1<<c&&(f=s,h=a,p=l,d=o),f[c]=r[0][c],h[c]=r[1][c],i[c]>0?(p[c]=-1,d[c]=0):(p[c]=0,d[c]=1)}}var v=[0,0,0],g={model:l,view:l,projection:l,_ortho:!1};f.isOpaque=function(){return!0},f.isTransparent=function(){return!1},f.drawTransparent=function(t){};var y=[0,0,0],m=[0,0,0],x=[0,0,0];f.draw=function(t){t=t||g;for(var e=this.gl,r=t.model||l,n=t.view||l,i=t.projection||l,a=this.bounds,s=t._ortho||!1,c=o(r,n,i,a,s),f=c.cubeEdges,h=c.axis,b=n[12],_=n[13],w=n[14],T=n[15],k=(s?2:1)*this.pixelRatio*(i[3]*b+i[7]*_+i[11]*w+i[15]*T)/e.drawingBufferHeight,A=0;A<3;++A)this.lastCubeProps.cubeEdges[A]=f[A],this.lastCubeProps.axis[A]=h[A];var M=p;for(A=0;A<3;++A)d(p[A],A,this.bounds,f,h);e=this.gl;var S,E,L,C=v;for(A=0;A<3;++A)this.backgroundEnable[A]?C[A]=h[A]:C[A]=0;for(this._background.draw(r,n,i,a,C,this.backgroundColor),this._lines.bind(r,n,i,this),A=0;A<3;++A){var P=[0,0,0];h[A]>0?P[A]=a[1][A]:P[A]=a[0][A];for(var O=0;O<2;++O){var I=(A+1+O)%3,D=(A+1+(1^O))%3;this.gridEnable[I]&&this._lines.drawGrid(I,D,this.bounds,P,this.gridColor[I],this.gridWidth[I]*this.pixelRatio)}for(O=0;O<2;++O)I=(A+1+O)%3,D=(A+1+(1^O))%3,this.zeroEnable[D]&&Math.min(a[0][D],a[1][D])<=0&&Math.max(a[0][D],a[1][D])>=0&&this._lines.drawZero(I,D,this.bounds,P,this.zeroLineColor[D],this.zeroLineWidth[D]*this.pixelRatio)}for(A=0;A<3;++A){this.lineEnable[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].primalOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio),this.lineMirror[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].mirrorOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio);var z=u(y,M[A].primalMinor),R=u(m,M[A].mirrorMinor),F=this.lineTickLength;for(O=0;O<3;++O){var B=k/r[5*O];z[O]*=F[O]*B,R[O]*=F[O]*B}this.lineTickEnable[A]&&this._lines.drawAxisTicks(A,M[A].primalOffset,z,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio),this.lineTickMirror[A]&&this._lines.drawAxisTicks(A,M[A].mirrorOffset,R,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio)}function N(t){(L=[0,0,0])[t]=1}function j(t,e,r){var n=(t+1)%3,i=(t+2)%3,a=e[n],o=e[i],s=r[n],l=r[i];a>0&&l>0||a>0&&l<0||a<0&&l>0||a<0&&l<0?N(n):(o>0&&s>0||o>0&&s<0||o<0&&s>0||o<0&&s<0)&&N(i)}for(this._lines.unbind(),this._text.bind(r,n,i,this.pixelRatio),A=0;A<3;++A){var U=M[A].primalMinor,V=M[A].mirrorMinor,H=u(x,M[A].primalOffset);for(O=0;O<3;++O)this.lineTickEnable[A]&&(H[O]+=k*U[O]*Math.max(this.lineTickLength[O],0)/r[5*O]);var q=[0,0,0];if(q[A]=1,this.tickEnable[A]){for(-3600===this.tickAngle[A]?(this.tickAngle[A]=0,this.tickAlign[A]=\"auto\"):this.tickAlign[A]=-1,E=1,\"auto\"===(S=[this.tickAlign[A],.5,E])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]),L=[0,0,0],j(A,U,V),O=0;O<3;++O)H[O]+=k*U[O]*this.tickPad[O]/r[5*O];this._text.drawTicks(A,this.tickSize[A],this.tickAngle[A],H,this.tickColor[A],q,L,S)}if(this.labelEnable[A]){for(E=0,L=[0,0,0],this.labels[A].length>4&&(N(A),E=1),\"auto\"===(S=[this.labelAlign[A],.5,E])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]),O=0;O<3;++O)H[O]+=k*U[O]*this.labelPad[O]/r[5*O];H[A]+=.5*(a[0][A]+a[1][A]),this._text.drawLabel(A,this.labelSize[A],this.labelAngle[A],H,this.labelColor[A],[0,0,0],L,S)}}this._text.unbind()},f.dispose=function(){this._text.dispose(),this._lines.dispose(),this._background.dispose(),this._lines=null,this._text=null,this._background=null,this.gl=null}},1011:function(t,e,r){\"use strict\";t.exports=function(t){for(var e=[],r=[],s=0,l=0;l<3;++l)for(var u=(l+1)%3,c=(l+2)%3,f=[0,0,0],h=[0,0,0],p=-1;p<=1;p+=2){r.push(s,s+2,s+1,s+1,s+2,s+3),f[l]=p,h[l]=p;for(var d=-1;d<=1;d+=2){f[u]=d;for(var v=-1;v<=1;v+=2)f[c]=v,e.push(f[0],f[1],f[2],h[0],h[1],h[2]),s+=1}var g=u;u=c,c=g}var y=n(t,new Float32Array(e)),m=n(t,new Uint16Array(r),t.ELEMENT_ARRAY_BUFFER),x=i(t,[{buffer:y,type:t.FLOAT,size:3,offset:0,stride:24},{buffer:y,type:t.FLOAT,size:3,offset:12,stride:24}],m),b=a(t);return b.attributes.position.location=0,b.attributes.normal.location=1,new o(t,y,x,b)};var n=r(5827),i=r(2944),a=r(1943).bg;function o(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n}var s=o.prototype;s.draw=function(t,e,r,n,i,a){for(var o=!1,s=0;s<3;++s)o=o||i[s];if(o){var l=this.gl;l.enable(l.POLYGON_OFFSET_FILL),l.polygonOffset(1,2),this.shader.bind(),this.shader.uniforms={model:t,view:e,projection:r,bounds:n,enable:i,colors:a},this.vao.bind(),this.vao.draw(this.gl.TRIANGLES,36),this.vao.unbind(),l.disable(l.POLYGON_OFFSET_FILL)}},s.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},2864:function(t,e,r){\"use strict\";t.exports=function(t,e,r,a,p){i(s,e,t),i(s,r,s);for(var m=0,x=0;x<2;++x){c[2]=a[x][2];for(var b=0;b<2;++b){c[1]=a[b][1];for(var _=0;_<2;++_)c[0]=a[_][0],h(l[m],c,s),m+=1}}var w=-1;for(x=0;x<8;++x){for(var T=l[x][3],k=0;k<3;++k)u[x][k]=l[x][k]/T;p&&(u[x][2]*=-1),T<0&&(w<0||u[x][2]<u[w][2])&&(w=x)}if(w<0){w=0;for(var A=0;A<3;++A){for(var M=(A+2)%3,S=(A+1)%3,E=-1,L=-1,C=0;C<2;++C){var P=(I=C<<A)+(C<<M)+(1-C<<S),O=I+(1-C<<M)+(C<<S);o(u[I],u[P],u[O],f)<0||(C?E=1:L=1)}if(E<0||L<0)L>E&&(w|=1<<A);else{for(C=0;C<2;++C){P=(I=C<<A)+(C<<M)+(1-C<<S),O=I+(1-C<<M)+(C<<S);var I,D=d([l[I],l[P],l[O],l[I+(1<<M)+(1<<S)]]);C?E=D:L=D}L>E&&(w|=1<<A)}}}var z=7^w,R=-1;for(x=0;x<8;++x)x!==w&&x!==z&&(R<0||u[R][1]>u[x][1])&&(R=x);var F=-1;for(x=0;x<3;++x)(N=R^1<<x)!==w&&N!==z&&(F<0&&(F=N),(S=u[N])[0]<u[F][0]&&(F=N));var B=-1;for(x=0;x<3;++x){var N;(N=R^1<<x)!==w&&N!==z&&N!==F&&(B<0&&(B=N),(S=u[N])[0]>u[B][0]&&(B=N))}var j=v;j[0]=j[1]=j[2]=0,j[n.log2(F^R)]=R&F,j[n.log2(R^B)]=R&B;var U=7^B;U===w||U===z?(U=7^F,j[n.log2(B^U)]=U&B):j[n.log2(F^U)]=U&F;var V=g,H=w;for(A=0;A<3;++A)V[A]=H&1<<A?-1:1;return y};var n=r(2288),i=r(104),a=r(4670),o=r(417),s=new Array(16),l=new Array(8),u=new Array(8),c=new Array(3),f=[0,0,0];function h(t,e,r){for(var n=0;n<4;++n){t[n]=r[12+n];for(var i=0;i<3;++i)t[n]+=e[i]*r[4*i+n]}}!function(){for(var t=0;t<8;++t)l[t]=[1,1,1,1],u[t]=[1,1,1]}();var p=[[0,0,1,0,0],[0,0,-1,1,0],[0,-1,0,1,0],[0,1,0,1,0],[-1,0,0,1,0],[1,0,0,1,0]];function d(t){for(var e=0;e<p.length;++e)if((t=a.positive(t,p[e])).length<3)return 0;var r=t[0],n=r[0]/r[3],i=r[1]/r[3],o=0;for(e=1;e+1<t.length;++e){var s=t[e],l=t[e+1],u=s[0]/s[3]-n,c=s[1]/s[3]-i,f=l[0]/l[3]-n,h=l[1]/l[3]-i;o+=Math.abs(u*h-c*f)}return o}var v=[1,1,1],g=[0,0,0],y={cubeEdges:v,axis:g}},1681:function(t,e,r){\"use strict\";t.exports=function(t,e,r){var o=[],s=[0,0,0],l=[0,0,0],u=[0,0,0],c=[0,0,0];o.push(0,0,1,0,1,1,0,0,-1,0,0,-1,0,1,1,0,1,-1);for(var f=0;f<3;++f){for(var h=o.length/3|0,d=0;d<r[f].length;++d){var v=+r[f][d].x;o.push(v,0,1,v,1,1,v,0,-1,v,0,-1,v,1,1,v,1,-1)}var g=o.length/3|0;s[f]=h,l[f]=g-h,h=o.length/3|0;for(var y=0;y<r[f].length;++y)v=+r[f][y].x,o.push(v,0,1,v,1,1,v,0,-1,v,0,-1,v,1,1,v,1,-1);g=o.length/3|0,u[f]=h,c[f]=g-h}var m=n(t,new Float32Array(o)),x=i(t,[{buffer:m,type:t.FLOAT,size:3,stride:0,offset:0}]),b=a(t);return b.attributes.position.location=0,new p(t,m,x,b,l,s,c,u)};var n=r(5827),i=r(2944),a=r(1943).j,o=[0,0,0],s=[0,0,0],l=[0,0,0],u=[0,0,0],c=[1,1];function f(t){return t[0]=t[1]=t[2]=0,t}function h(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function p(t,e,r,n,i,a,o,s){this.gl=t,this.vertBuffer=e,this.vao=r,this.shader=n,this.tickCount=i,this.tickOffset=a,this.gridCount=o,this.gridOffset=s}var d=p.prototype;d.bind=function(t,e,r){this.shader.bind(),this.shader.uniforms.model=t,this.shader.uniforms.view=e,this.shader.uniforms.projection=r,c[0]=this.gl.drawingBufferWidth,c[1]=this.gl.drawingBufferHeight,this.shader.uniforms.screenShape=c,this.vao.bind()},d.unbind=function(){this.vao.unbind()},d.drawAxisLine=function(t,e,r,n,i){var a=f(s);this.shader.uniforms.majorAxis=s,a[t]=e[1][t]-e[0][t],this.shader.uniforms.minorAxis=a;var o,c=h(u,r);c[t]+=e[0][t],this.shader.uniforms.offset=c,this.shader.uniforms.lineWidth=i,this.shader.uniforms.color=n,(o=f(l))[(t+2)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6),(o=f(l))[(t+1)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6)},d.drawAxisTicks=function(t,e,r,n,i){if(this.tickCount[t]){var a=f(o);a[t]=1,this.shader.uniforms.majorAxis=a,this.shader.uniforms.offset=e,this.shader.uniforms.minorAxis=r,this.shader.uniforms.color=n,this.shader.uniforms.lineWidth=i;var s=f(l);s[t]=1,this.shader.uniforms.screenAxis=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t])}},d.drawGrid=function(t,e,r,n,i,a){if(this.gridCount[t]){var c=f(s);c[e]=r[1][e]-r[0][e],this.shader.uniforms.minorAxis=c;var p=h(u,n);p[e]+=r[0][e],this.shader.uniforms.offset=p;var d=f(o);d[t]=1,this.shader.uniforms.majorAxis=d;var v=f(l);v[t]=1,this.shader.uniforms.screenAxis=v,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,this.gridCount[t],this.gridOffset[t])}},d.drawZero=function(t,e,r,n,i,a){var o=f(s);this.shader.uniforms.majorAxis=o,o[t]=r[1][t]-r[0][t],this.shader.uniforms.minorAxis=o;var c=h(u,n);c[t]+=r[0][t],this.shader.uniforms.offset=c;var p=f(l);p[e]=1,this.shader.uniforms.screenAxis=p,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,6)},d.dispose=function(){this.vao.dispose(),this.vertBuffer.dispose(),this.shader.dispose()}},1943:function(t,e,r){\"use strict\";var n=r(6832),i=r(5158),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, majorAxis, minorAxis, screenAxis;\\nuniform float lineWidth;\\nuniform vec2 screenShape;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nvoid main() {\\n  vec3 major = position.x * majorAxis;\\n  vec3 minor = position.y * minorAxis;\\n\\n  vec3 vPosition = major + minor + offset;\\n  vec3 pPosition = project(vPosition);\\n  vec3 offset = project(vPosition + screenAxis * position.z);\\n\\n  vec2 screen = normalize((offset - pPosition).xy * screenShape) / screenShape;\\n\\n  gl_Position = vec4(pPosition + vec3(0.5 * screen * lineWidth, 0), 1.0);\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);e.j=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec3\"}])};var s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, axis, alignDir, alignOpt;\\nuniform float scale, angle, pixelScale;\\nuniform vec2 resolution;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nfloat computeViewAngle(vec3 a, vec3 b) {\\n  vec3 A = project(a);\\n  vec3 B = project(b);\\n\\n  return atan(\\n    (B.y - A.y) * resolution.y,\\n    (B.x - A.x) * resolution.x\\n  );\\n}\\n\\nconst float PI = 3.141592;\\nconst float TWO_PI = 2.0 * PI;\\nconst float HALF_PI = 0.5 * PI;\\nconst float ONE_AND_HALF_PI = 1.5 * PI;\\n\\nint option = int(floor(alignOpt.x + 0.001));\\nfloat hv_ratio =       alignOpt.y;\\nbool enableAlign =    (alignOpt.z != 0.0);\\n\\nfloat mod_angle(float a) {\\n  return mod(a, PI);\\n}\\n\\nfloat positive_angle(float a) {\\n  return mod_angle((a < 0.0) ?\\n    a + TWO_PI :\\n    a\\n  );\\n}\\n\\nfloat look_upwards(float a) {\\n  float b = positive_angle(a);\\n  return ((b > HALF_PI) && (b <= ONE_AND_HALF_PI)) ?\\n    b - PI :\\n    b;\\n}\\n\\nfloat look_horizontal_or_vertical(float a, float ratio) {\\n  // ratio controls the ratio between being horizontal to (vertical + horizontal)\\n  // if ratio is set to 0.5 then it is 50%, 50%.\\n  // when using a higher ratio e.g. 0.75 the result would\\n  // likely be more horizontal than vertical.\\n\\n  float b = positive_angle(a);\\n\\n  return\\n    (b < (      ratio) * HALF_PI) ? 0.0 :\\n    (b < (2.0 - ratio) * HALF_PI) ? -HALF_PI :\\n    (b < (2.0 + ratio) * HALF_PI) ? 0.0 :\\n    (b < (4.0 - ratio) * HALF_PI) ? HALF_PI :\\n                                    0.0;\\n}\\n\\nfloat roundTo(float a, float b) {\\n  return float(b * floor((a + 0.5 * b) / b));\\n}\\n\\nfloat look_round_n_directions(float a, int n) {\\n  float b = positive_angle(a);\\n  float div = TWO_PI / float(n);\\n  float c = roundTo(b, div);\\n  return look_upwards(c);\\n}\\n\\nfloat applyAlignOption(float rawAngle, float delta) {\\n  return\\n    (option >  2) ? look_round_n_directions(rawAngle + delta, option) :       // option 3-n: round to n directions\\n    (option == 2) ? look_horizontal_or_vertical(rawAngle + delta, hv_ratio) : // horizontal or vertical\\n    (option == 1) ? rawAngle + delta :       // use free angle, and flip to align with one direction of the axis\\n    (option == 0) ? look_upwards(rawAngle) : // use free angle, and stay upwards\\n    (option ==-1) ? 0.0 :                    // useful for backward compatibility, all texts remains horizontal\\n                    rawAngle;                // otherwise return back raw input angle\\n}\\n\\nbool isAxisTitle = (axis.x == 0.0) &&\\n                   (axis.y == 0.0) &&\\n                   (axis.z == 0.0);\\n\\nvoid main() {\\n  //Compute world offset\\n  float axisDistance = position.z;\\n  vec3 dataPosition = axisDistance * axis + offset;\\n\\n  float beta = angle; // i.e. user defined attributes for each tick\\n\\n  float axisAngle;\\n  float clipAngle;\\n  float flip;\\n\\n  if (enableAlign) {\\n    axisAngle = (isAxisTitle) ? HALF_PI :\\n                      computeViewAngle(dataPosition, dataPosition + axis);\\n    clipAngle = computeViewAngle(dataPosition, dataPosition + alignDir);\\n\\n    axisAngle += (sin(axisAngle) < 0.0) ? PI : 0.0;\\n    clipAngle += (sin(clipAngle) < 0.0) ? PI : 0.0;\\n\\n    flip = (dot(vec2(cos(axisAngle), sin(axisAngle)),\\n                vec2(sin(clipAngle),-cos(clipAngle))) > 0.0) ? 1.0 : 0.0;\\n\\n    beta += applyAlignOption(clipAngle, flip * PI);\\n  }\\n\\n  //Compute plane offset\\n  vec2 planeCoord = position.xy * pixelScale;\\n\\n  mat2 planeXform = scale * mat2(\\n     cos(beta), sin(beta),\\n    -sin(beta), cos(beta)\\n  );\\n\\n  vec2 viewOffset = 2.0 * planeXform * planeCoord / resolution;\\n\\n  //Compute clip position\\n  vec3 clipPosition = project(dataPosition);\\n\\n  //Apply text offset in clip coordinates\\n  clipPosition += vec3(viewOffset, 0.0);\\n\\n  //Done\\n  gl_Position = vec4(clipPosition, 1.0);\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);e.f=function(t){return i(t,s,l,null,[{name:\"position\",type:\"vec3\"}])};var u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec3 normal;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 enable;\\nuniform vec3 bounds[2];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n\\n  vec3 signAxis = sign(bounds[1] - bounds[0]);\\n\\n  vec3 realNormal = signAxis * normal;\\n\\n  if(dot(realNormal, enable) > 0.0) {\\n    vec3 minRange = min(bounds[0], bounds[1]);\\n    vec3 maxRange = max(bounds[0], bounds[1]);\\n    vec3 nPosition = mix(minRange, maxRange, 0.5 * (position + 1.0));\\n    gl_Position = projection * view * model * vec4(nPosition, 1.0);\\n  } else {\\n    gl_Position = vec4(0,0,0,0);\\n  }\\n\\n  colorChannel = abs(realNormal);\\n}\"]),c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 colors[3];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n  gl_FragColor = colorChannel.x * colors[0] +\\n                 colorChannel.y * colors[1] +\\n                 colorChannel.z * colors[2];\\n}\"]);e.bg=function(t){return i(t,u,c,null,[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}])}},9557:function(t,e,r){\"use strict\";t.exports=function(t,e,r,i,o,l){var u=n(t),f=a(t,[{buffer:u,size:3}]),h=s(t);h.attributes.position.location=0;var p=new c(t,h,u,f);return p.update(e,r,i,o,l),p};var n=r(5827),a=r(2944),o=r(875),s=r(1943).f,l=window||i.global||{},u=l.__TEXT_CACHE||{};function c(t,e,r,n){this.gl=t,this.shader=e,this.buffer=r,this.vao=n,this.tickOffset=this.tickCount=this.labelOffset=this.labelCount=null}l.__TEXT_CACHE={};var f=c.prototype,h=[0,0];f.bind=function(t,e,r,n){this.vao.bind(),this.shader.bind();var i=this.shader.uniforms;i.model=t,i.view=e,i.projection=r,i.pixelScale=n,h[0]=this.gl.drawingBufferWidth,h[1]=this.gl.drawingBufferHeight,this.shader.uniforms.resolution=h},f.unbind=function(){this.vao.unbind()},f.update=function(t,e,r,n,i){var a=[];function s(t,e,r,n,i,s){var l=u[r];l||(l=u[r]={});var c=l[e];c||(c=l[e]=function(t,e){try{return o(t,e)}catch(e){return console.warn('error vectorizing text:\"'+t+'\" error:',e),{cells:[],positions:[]}}}(e,{triangles:!0,font:r,textAlign:\"center\",textBaseline:\"middle\",lineSpacing:i,styletags:s}));for(var f=(n||12)/12,h=c.positions,p=c.cells,d=0,v=p.length;d<v;++d)for(var g=p[d],y=2;y>=0;--y){var m=h[g[y]];a.push(f*m[0],-f*m[1],t)}}for(var l=[0,0,0],c=[0,0,0],f=[0,0,0],h=[0,0,0],p={breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},d=0;d<3;++d){f[d]=a.length/3|0,s(.5*(t[0][d]+t[1][d]),e[d],r[d],12,1.25,p),h[d]=(a.length/3|0)-f[d],l[d]=a.length/3|0;for(var v=0;v<n[d].length;++v)n[d][v].text&&s(n[d][v].x,n[d][v].text,n[d][v].font||i,n[d][v].fontSize||12,1.25,p);c[d]=(a.length/3|0)-l[d]}this.buffer.update(a),this.tickOffset=l,this.tickCount=c,this.labelOffset=f,this.labelCount=h},f.drawTicks=function(t,e,r,n,i,a,o,s){this.tickCount[t]&&(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t]))},f.drawLabel=function(t,e,r,n,i,a,o,s){this.labelCount[t]&&(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.labelCount[t],this.labelOffset[t]))},f.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()}},8468:function(t,e){\"use strict\";function r(t,e){var r=t+\"\",n=r.indexOf(\".\"),i=0;n>=0&&(i=r.length-n-1);var a=Math.pow(10,i),o=Math.round(t*e*a),s=o+\"\";if(s.indexOf(\"e\")>=0)return s;var l=o/a,u=o%a;o<0?(l=0|-Math.ceil(l),u=0|-u):(l=0|Math.floor(l),u|=0);var c=\"\"+l;if(o<0&&(c=\"-\"+c),i){for(var f=\"\"+u;f.length<i;)f=\"0\"+f;return c+\".\"+f}return c}e.create=function(t,e){for(var n=[],i=0;i<3;++i){for(var a=[],o=(t[0][i],t[1][i],0);o*e[i]<=t[1][i];++o)a.push({x:o*e[i],text:r(e[i],o)});for(o=-1;o*e[i]>=t[0][i];--o)a.push({x:o*e[i],text:r(e[i],o)});n.push(a)}return n},e.equal=function(t,e){for(var r=0;r<3;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n<t[r].length;++n){var i=t[r][n],a=e[r][n];if(i.x!==a.x||i.text!==a.text||i.font!==a.font||i.fontColor!==a.fontColor||i.fontSize!==a.fontSize||i.dx!==a.dx||i.dy!==a.dy)return!1}}return!0}},2771:function(t,e,r){\"use strict\";t.exports=function(t,e,r,l,f){var h=e.model||u,p=e.view||u,y=e.projection||u,m=e._ortho||!1,x=t.bounds,b=(f=f||a(h,p,y,x,m)).axis;o(c,p,h),o(c,y,c);for(var _=v,w=0;w<3;++w)_[w].lo=1/0,_[w].hi=-1/0,_[w].pixelsPerDataUnit=1/0;var T=n(s(c,c));s(c,c);for(var k=0;k<3;++k){var A=(k+1)%3,M=(k+2)%3,S=g;t:for(w=0;w<2;++w){var E=[];if(b[k]<0!=!!w){S[k]=x[w][k];for(var L=0;L<2;++L){S[A]=x[L^w][A];for(var C=0;C<2;++C)S[M]=x[C^L^w][M],E.push(S.slice())}var P=m?5:4;for(L=P;L===P;++L){if(0===E.length)continue t;E=i.positive(E,T[L])}for(L=0;L<E.length;++L){M=E[L];var O=d(g,c,M,r,l);for(C=0;C<3;++C)_[C].lo=Math.min(_[C].lo,M[C]),_[C].hi=Math.max(_[C].hi,M[C]),C!==k&&(_[C].pixelsPerDataUnit=Math.min(_[C].pixelsPerDataUnit,Math.abs(O[C])))}}}}return _};var n=r(5795),i=r(4670),a=r(2864),o=r(104),s=r(2142),l=r(6342),u=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),c=new Float32Array(16);function f(t,e,r){this.lo=t,this.hi=e,this.pixelsPerDataUnit=r}var h=[0,0,0,1],p=[0,0,0,1];function d(t,e,r,n,i){for(var a=0;a<3;++a){for(var o=h,s=p,u=0;u<3;++u)s[u]=o[u]=r[u];s[3]=o[3]=1,s[a]+=1,l(s,s,e),s[3]<0&&(t[a]=1/0),o[a]-=1,l(o,o,e),o[3]<0&&(t[a]=1/0);var c=(o[0]/o[3]-s[0]/s[3])*n,f=(o[1]/o[3]-s[1]/s[3])*i;t[a]=.25*Math.sqrt(c*c+f*f)}return t}var v=[new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0)],g=[0,0,0]},5827:function(t,e,r){\"use strict\";var n=r(5306),i=r(7498),a=r(5050),o=[\"uint8\",\"uint8_clamped\",\"uint16\",\"uint32\",\"int8\",\"int16\",\"int32\",\"float32\"];function s(t,e,r,n,i){this.gl=t,this.type=e,this.handle=r,this.length=n,this.usage=i}var l=s.prototype;function u(t,e,r,n,i,a){var o=i.length*i.BYTES_PER_ELEMENT;if(a<0)return t.bufferData(e,i,n),o;if(o+a>r)throw new Error(\"gl-buffer: If resizing buffer, must not specify offset\");return t.bufferSubData(e,a,i),r}function c(t,e){for(var r=n.malloc(t.length,e),i=t.length,a=0;a<i;++a)r[a]=t[a];return r}l.bind=function(){this.gl.bindBuffer(this.type,this.handle)},l.unbind=function(){this.gl.bindBuffer(this.type,null)},l.dispose=function(){this.gl.deleteBuffer(this.handle)},l.update=function(t,e){if(\"number\"!=typeof e&&(e=-1),this.bind(),\"object\"==typeof t&&void 0!==t.shape){var r=t.dtype;if(o.indexOf(r)<0&&(r=\"float32\"),this.type===this.gl.ELEMENT_ARRAY_BUFFER&&(r=gl.getExtension(\"OES_element_index_uint\")&&\"uint16\"!==r?\"uint32\":\"uint16\"),r===t.dtype&&function(t,e){for(var r=1,n=e.length-1;n>=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}(t.shape,t.stride))0===t.offset&&t.data.length===t.shape[0]?this.length=u(this.gl,this.type,this.length,this.usage,t.data,e):this.length=u(this.gl,this.type,this.length,this.usage,t.data.subarray(t.offset,t.shape[0]),e);else{var s=n.malloc(t.size,r),l=a(s,t.shape);i.assign(l,t),this.length=u(this.gl,this.type,this.length,this.usage,e<0?s:s.subarray(0,t.size),e),n.free(s)}}else if(Array.isArray(t)){var f;f=this.type===this.gl.ELEMENT_ARRAY_BUFFER?c(t,\"uint16\"):c(t,\"float32\"),this.length=u(this.gl,this.type,this.length,this.usage,e<0?f:f.subarray(0,t.length),e),n.free(f)}else if(\"object\"==typeof t&&\"number\"==typeof t.length)this.length=u(this.gl,this.type,this.length,this.usage,t,e);else{if(\"number\"!=typeof t&&void 0!==t)throw new Error(\"gl-buffer: Invalid data type\");if(e>=0)throw new Error(\"gl-buffer: Cannot specify offset when resizing buffer\");(t|=0)<=0&&(t=1),this.gl.bufferData(this.type,0|t,this.usage),this.length=t}},t.exports=function(t,e,r,n){if(r=r||t.ARRAY_BUFFER,n=n||t.DYNAMIC_DRAW,r!==t.ARRAY_BUFFER&&r!==t.ELEMENT_ARRAY_BUFFER)throw new Error(\"gl-buffer: Invalid type for webgl buffer, must be either gl.ARRAY_BUFFER or gl.ELEMENT_ARRAY_BUFFER\");if(n!==t.DYNAMIC_DRAW&&n!==t.STATIC_DRAW&&n!==t.STREAM_DRAW)throw new Error(\"gl-buffer: Invalid usage for buffer, must be either gl.DYNAMIC_DRAW, gl.STATIC_DRAW or gl.STREAM_DRAW\");var i=t.createBuffer(),a=new s(t,r,i,0,n);return a.update(e),a}},1140:function(t,e,r){\"use strict\";var n=r(2858);t.exports=function(t,e){var r=t.positions,i=t.vectors,a={positions:[],vertexIntensity:[],vertexIntensityBounds:t.vertexIntensityBounds,vectors:[],cells:[],coneOffset:t.coneOffset,colormap:t.colormap};if(0===t.positions.length)return e&&(e[0]=[0,0,0],e[1]=[0,0,0]),a;for(var o=0,s=1/0,l=-1/0,u=1/0,c=-1/0,f=1/0,h=-1/0,p=null,d=null,v=[],g=1/0,y=!1,m=0;m<r.length;m++){var x=r[m];s=Math.min(x[0],s),l=Math.max(x[0],l),u=Math.min(x[1],u),c=Math.max(x[1],c),f=Math.min(x[2],f),h=Math.max(x[2],h);var b=i[m];if(n.length(b)>o&&(o=n.length(b)),m){var _=2*n.distance(p,x)/(n.length(d)+n.length(b));_?(g=Math.min(g,_),y=!1):y=!0}y||(p=x,d=b),v.push(b)}var w=[s,u,f],T=[l,c,h];e&&(e[0]=w,e[1]=T),0===o&&(o=1);var k=1/o;isFinite(g)||(g=1),a.vectorScale=g;var A=t.coneSize||.5;t.absoluteConeSize&&(A=t.absoluteConeSize*k),a.coneScale=A,m=0;for(var M=0;m<r.length;m++)for(var S=(x=r[m])[0],E=x[1],L=x[2],C=v[m],P=n.length(C)*k,O=0;O<8;O++){a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vertexIntensity.push(P,P,P),a.vertexIntensity.push(P,P,P);var I=a.positions.length;a.cells.push([I-6,I-5,I-4],[I-3,I-2,I-1])}return a};var i=r(7234);t.exports.createMesh=r(5028),t.exports.createConeMesh=function(e,r){return t.exports.createMesh(e,r,{shaders:i,traceType:\"cone\"})}},5028:function(t,e,r){\"use strict\";var n=r(5158),i=r(5827),a=r(2944),o=r(8931),s=r(104),l=r(7437),u=r(5050),c=r(9156),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e,r,n,i,a,o,s,l,u,c){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.pickShader=n,this.trianglePositions=i,this.triangleVectors=a,this.triangleColors=s,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=u,this.triangleCount=0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.traceType=c,this.tubeScale=1,this.coneScale=2,this.vectorScale=1,this.coneOffset=.25,this._model=f,this._view=f,this._projection=f,this._resolution=[1,1]}var p=h.prototype;p.isOpaque=function(){return this.opacity>=1},p.isTransparent=function(){return this.opacity<1},p.pickSlots=1,p.setPickBase=function(t){this.pickId=t},p.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),\"opacity\"in t&&(this.opacity=t.opacity),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),void 0!==t.tubeScale&&(this.tubeScale=t.tubeScale),void 0!==t.vectorScale&&(this.vectorScale=t.vectorScale),void 0!==t.coneScale&&(this.coneScale=t.coneScale),void 0!==t.coneOffset&&(this.coneOffset=t.coneOffset),t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t){for(var e=c({colormap:t,nshades:256,format:\"rgba\"}),r=new Uint8Array(1024),n=0;n<256;++n){for(var i=e[n],a=0;a<3;++a)r[4*n+a]=i[a];r[4*n+3]=255*i[3]}return u(r,[256,256,4],[4,0,1])}(t.colormap)),this.texture.generateMipmap());var r=t.cells,n=t.positions,i=t.vectors;if(n&&r&&i){var a=[],o=[],s=[],l=[],f=[];this.cells=r,this.positions=n,this.vectors=i;var h=t.meshColor||[1,1,1,1],p=t.vertexIntensity,d=1/0,v=-1/0;if(p)if(t.vertexIntensityBounds)d=+t.vertexIntensityBounds[0],v=+t.vertexIntensityBounds[1];else for(var g=0;g<p.length;++g){var y=p[g];d=Math.min(d,y),v=Math.max(v,y)}else for(g=0;g<n.length;++g)y=n[g][2],d=Math.min(d,y),v=Math.max(v,y);for(this.intensity=p||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],g=0;g<n.length;++g)for(var m=n[g],x=0;x<3;++x)!isNaN(m[x])&&isFinite(m[x])&&(this.bounds[0][x]=Math.min(this.bounds[0][x],m[x]),this.bounds[1][x]=Math.max(this.bounds[1][x],m[x]));var b=0;t:for(g=0;g<r.length;++g){var _=r[g];if(3===_.length){for(x=0;x<3;++x){m=n[T=_[x]];for(var w=0;w<3;++w)if(isNaN(m[w])||!isFinite(m[w]))continue t}for(x=0;x<3;++x){var T;m=n[T=_[2-x]],a.push(m[0],m[1],m[2],m[3]);var k=i[T];o.push(k[0],k[1],k[2],k[3]||0);var A,M=h;3===M.length?s.push(M[0],M[1],M[2],1):s.push(M[0],M[1],M[2],M[3]),A=p?[(p[T]-d)/(v-d),0]:[(m[2]-d)/(v-d),0],l.push(A[0],A[1]),f.push(g)}b+=1}}this.triangleCount=b,this.trianglePositions.update(a),this.triangleVectors.update(o),this.triangleColors.update(s),this.triangleUVs.update(l),this.triangleIds.update(new Uint32Array(f))}},p.drawTransparent=p.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var u={model:r,view:n,projection:i,inverseModel:f.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],opacity:this.opacity,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,texture:0};u.inverseModel=l(u.inverseModel,u.model),e.disable(e.CULL_FACE),this.texture.bind(0);var c=new Array(16);for(s(c,u.view,u.model),s(c,u.projection,c),l(c,c),o=0;o<3;++o)u.eyePosition[o]=c[12+o]/c[15];var h=c[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*c[4*o+3];for(o=0;o<3;++o){for(var p=c[12+o],d=0;d<3;++d)p+=c[4*d+o]*this.lightPosition[d];u.lightPosition[o]=p/h}if(this.triangleCount>0){var v=this.triShader;v.bind(),v.uniforms=u,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},p.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s={model:r,view:n,projection:i,clipBounds:a,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind())},p.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions[r[1]].slice(0,3),i={position:n,dataCoordinate:n,index:Math.floor(r[1]/48)};return\"cone\"===this.traceType?i.index=Math.floor(r[1]/48):\"streamtube\"===this.traceType&&(i.intensity=this.intensity[r[1]],i.velocity=this.vectors[r[1]].slice(0,3),i.divergence=this.vectors[r[1]][3],i.index=e),i},p.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.pickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleVectors.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleIds.dispose()},t.exports=function(t,e,r){var s=r.shaders;1===arguments.length&&(t=(e=t).gl);var l=function(t,e){var r=n(t,e.meshShader.vertex,e.meshShader.fragment,null,e.meshShader.attributes);return r.attributes.position.location=0,r.attributes.color.location=2,r.attributes.uv.location=3,r.attributes.vector.location=4,r}(t,s),c=function(t,e){var r=n(t,e.pickShader.vertex,e.pickShader.fragment,null,e.pickShader.attributes);return r.attributes.position.location=0,r.attributes.id.location=1,r.attributes.vector.location=4,r}(t,s),f=o(t,u(new Uint8Array([255,255,255,255]),[1,1,4]));f.generateMipmap(),f.minFilter=t.LINEAR_MIPMAP_LINEAR,f.magFilter=t.LINEAR;var p=i(t),d=i(t),v=i(t),g=i(t),y=i(t),m=new h(t,f,l,c,p,d,y,v,g,a(t,[{buffer:p,type:t.FLOAT,size:4},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:v,type:t.FLOAT,size:4},{buffer:g,type:t.FLOAT,size:2},{buffer:d,type:t.FLOAT,size:4}]),r.traceType||\"cone\");return m.update(e),m}},7234:function(t,e,r){var n=r(6832),i=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec3 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, coneScale, coneOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * conePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(conePosition, 1.0);\\n  vec4 t_position  = view * conePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = conePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float vectorScale, coneScale, coneOffset;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector.xyz), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n  gl_Position = projection * view * conePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);e.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec3\"}]},e.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec3\"}]}},1950:function(t){t.exports={0:\"NONE\",1:\"ONE\",2:\"LINE_LOOP\",3:\"LINE_STRIP\",4:\"TRIANGLES\",5:\"TRIANGLE_STRIP\",6:\"TRIANGLE_FAN\",256:\"DEPTH_BUFFER_BIT\",512:\"NEVER\",513:\"LESS\",514:\"EQUAL\",515:\"LEQUAL\",516:\"GREATER\",517:\"NOTEQUAL\",518:\"GEQUAL\",519:\"ALWAYS\",768:\"SRC_COLOR\",769:\"ONE_MINUS_SRC_COLOR\",770:\"SRC_ALPHA\",771:\"ONE_MINUS_SRC_ALPHA\",772:\"DST_ALPHA\",773:\"ONE_MINUS_DST_ALPHA\",774:\"DST_COLOR\",775:\"ONE_MINUS_DST_COLOR\",776:\"SRC_ALPHA_SATURATE\",1024:\"STENCIL_BUFFER_BIT\",1028:\"FRONT\",1029:\"BACK\",1032:\"FRONT_AND_BACK\",1280:\"INVALID_ENUM\",1281:\"INVALID_VALUE\",1282:\"INVALID_OPERATION\",1285:\"OUT_OF_MEMORY\",1286:\"INVALID_FRAMEBUFFER_OPERATION\",2304:\"CW\",2305:\"CCW\",2849:\"LINE_WIDTH\",2884:\"CULL_FACE\",2885:\"CULL_FACE_MODE\",2886:\"FRONT_FACE\",2928:\"DEPTH_RANGE\",2929:\"DEPTH_TEST\",2930:\"DEPTH_WRITEMASK\",2931:\"DEPTH_CLEAR_VALUE\",2932:\"DEPTH_FUNC\",2960:\"STENCIL_TEST\",2961:\"STENCIL_CLEAR_VALUE\",2962:\"STENCIL_FUNC\",2963:\"STENCIL_VALUE_MASK\",2964:\"STENCIL_FAIL\",2965:\"STENCIL_PASS_DEPTH_FAIL\",2966:\"STENCIL_PASS_DEPTH_PASS\",2967:\"STENCIL_REF\",2968:\"STENCIL_WRITEMASK\",2978:\"VIEWPORT\",3024:\"DITHER\",3042:\"BLEND\",3088:\"SCISSOR_BOX\",3089:\"SCISSOR_TEST\",3106:\"COLOR_CLEAR_VALUE\",3107:\"COLOR_WRITEMASK\",3317:\"UNPACK_ALIGNMENT\",3333:\"PACK_ALIGNMENT\",3379:\"MAX_TEXTURE_SIZE\",3386:\"MAX_VIEWPORT_DIMS\",3408:\"SUBPIXEL_BITS\",3410:\"RED_BITS\",3411:\"GREEN_BITS\",3412:\"BLUE_BITS\",3413:\"ALPHA_BITS\",3414:\"DEPTH_BITS\",3415:\"STENCIL_BITS\",3553:\"TEXTURE_2D\",4352:\"DONT_CARE\",4353:\"FASTEST\",4354:\"NICEST\",5120:\"BYTE\",5121:\"UNSIGNED_BYTE\",5122:\"SHORT\",5123:\"UNSIGNED_SHORT\",5124:\"INT\",5125:\"UNSIGNED_INT\",5126:\"FLOAT\",5386:\"INVERT\",5890:\"TEXTURE\",6401:\"STENCIL_INDEX\",6402:\"DEPTH_COMPONENT\",6406:\"ALPHA\",6407:\"RGB\",6408:\"RGBA\",6409:\"LUMINANCE\",6410:\"LUMINANCE_ALPHA\",7680:\"KEEP\",7681:\"REPLACE\",7682:\"INCR\",7683:\"DECR\",7936:\"VENDOR\",7937:\"RENDERER\",7938:\"VERSION\",9728:\"NEAREST\",9729:\"LINEAR\",9984:\"NEAREST_MIPMAP_NEAREST\",9985:\"LINEAR_MIPMAP_NEAREST\",9986:\"NEAREST_MIPMAP_LINEAR\",9987:\"LINEAR_MIPMAP_LINEAR\",10240:\"TEXTURE_MAG_FILTER\",10241:\"TEXTURE_MIN_FILTER\",10242:\"TEXTURE_WRAP_S\",10243:\"TEXTURE_WRAP_T\",10497:\"REPEAT\",10752:\"POLYGON_OFFSET_UNITS\",16384:\"COLOR_BUFFER_BIT\",32769:\"CONSTANT_COLOR\",32770:\"ONE_MINUS_CONSTANT_COLOR\",32771:\"CONSTANT_ALPHA\",32772:\"ONE_MINUS_CONSTANT_ALPHA\",32773:\"BLEND_COLOR\",32774:\"FUNC_ADD\",32777:\"BLEND_EQUATION_RGB\",32778:\"FUNC_SUBTRACT\",32779:\"FUNC_REVERSE_SUBTRACT\",32819:\"UNSIGNED_SHORT_4_4_4_4\",32820:\"UNSIGNED_SHORT_5_5_5_1\",32823:\"POLYGON_OFFSET_FILL\",32824:\"POLYGON_OFFSET_FACTOR\",32854:\"RGBA4\",32855:\"RGB5_A1\",32873:\"TEXTURE_BINDING_2D\",32926:\"SAMPLE_ALPHA_TO_COVERAGE\",32928:\"SAMPLE_COVERAGE\",32936:\"SAMPLE_BUFFERS\",32937:\"SAMPLES\",32938:\"SAMPLE_COVERAGE_VALUE\",32939:\"SAMPLE_COVERAGE_INVERT\",32968:\"BLEND_DST_RGB\",32969:\"BLEND_SRC_RGB\",32970:\"BLEND_DST_ALPHA\",32971:\"BLEND_SRC_ALPHA\",33071:\"CLAMP_TO_EDGE\",33170:\"GENERATE_MIPMAP_HINT\",33189:\"DEPTH_COMPONENT16\",33306:\"DEPTH_STENCIL_ATTACHMENT\",33635:\"UNSIGNED_SHORT_5_6_5\",33648:\"MIRRORED_REPEAT\",33901:\"ALIASED_POINT_SIZE_RANGE\",33902:\"ALIASED_LINE_WIDTH_RANGE\",33984:\"TEXTURE0\",33985:\"TEXTURE1\",33986:\"TEXTURE2\",33987:\"TEXTURE3\",33988:\"TEXTURE4\",33989:\"TEXTURE5\",33990:\"TEXTURE6\",33991:\"TEXTURE7\",33992:\"TEXTURE8\",33993:\"TEXTURE9\",33994:\"TEXTURE10\",33995:\"TEXTURE11\",33996:\"TEXTURE12\",33997:\"TEXTURE13\",33998:\"TEXTURE14\",33999:\"TEXTURE15\",34e3:\"TEXTURE16\",34001:\"TEXTURE17\",34002:\"TEXTURE18\",34003:\"TEXTURE19\",34004:\"TEXTURE20\",34005:\"TEXTURE21\",34006:\"TEXTURE22\",34007:\"TEXTURE23\",34008:\"TEXTURE24\",34009:\"TEXTURE25\",34010:\"TEXTURE26\",34011:\"TEXTURE27\",34012:\"TEXTURE28\",34013:\"TEXTURE29\",34014:\"TEXTURE30\",34015:\"TEXTURE31\",34016:\"ACTIVE_TEXTURE\",34024:\"MAX_RENDERBUFFER_SIZE\",34041:\"DEPTH_STENCIL\",34055:\"INCR_WRAP\",34056:\"DECR_WRAP\",34067:\"TEXTURE_CUBE_MAP\",34068:\"TEXTURE_BINDING_CUBE_MAP\",34069:\"TEXTURE_CUBE_MAP_POSITIVE_X\",34070:\"TEXTURE_CUBE_MAP_NEGATIVE_X\",34071:\"TEXTURE_CUBE_MAP_POSITIVE_Y\",34072:\"TEXTURE_CUBE_MAP_NEGATIVE_Y\",34073:\"TEXTURE_CUBE_MAP_POSITIVE_Z\",34074:\"TEXTURE_CUBE_MAP_NEGATIVE_Z\",34076:\"MAX_CUBE_MAP_TEXTURE_SIZE\",34338:\"VERTEX_ATTRIB_ARRAY_ENABLED\",34339:\"VERTEX_ATTRIB_ARRAY_SIZE\",34340:\"VERTEX_ATTRIB_ARRAY_STRIDE\",34341:\"VERTEX_ATTRIB_ARRAY_TYPE\",34342:\"CURRENT_VERTEX_ATTRIB\",34373:\"VERTEX_ATTRIB_ARRAY_POINTER\",34466:\"NUM_COMPRESSED_TEXTURE_FORMATS\",34467:\"COMPRESSED_TEXTURE_FORMATS\",34660:\"BUFFER_SIZE\",34661:\"BUFFER_USAGE\",34816:\"STENCIL_BACK_FUNC\",34817:\"STENCIL_BACK_FAIL\",34818:\"STENCIL_BACK_PASS_DEPTH_FAIL\",34819:\"STENCIL_BACK_PASS_DEPTH_PASS\",34877:\"BLEND_EQUATION_ALPHA\",34921:\"MAX_VERTEX_ATTRIBS\",34922:\"VERTEX_ATTRIB_ARRAY_NORMALIZED\",34930:\"MAX_TEXTURE_IMAGE_UNITS\",34962:\"ARRAY_BUFFER\",34963:\"ELEMENT_ARRAY_BUFFER\",34964:\"ARRAY_BUFFER_BINDING\",34965:\"ELEMENT_ARRAY_BUFFER_BINDING\",34975:\"VERTEX_ATTRIB_ARRAY_BUFFER_BINDING\",35040:\"STREAM_DRAW\",35044:\"STATIC_DRAW\",35048:\"DYNAMIC_DRAW\",35632:\"FRAGMENT_SHADER\",35633:\"VERTEX_SHADER\",35660:\"MAX_VERTEX_TEXTURE_IMAGE_UNITS\",35661:\"MAX_COMBINED_TEXTURE_IMAGE_UNITS\",35663:\"SHADER_TYPE\",35664:\"FLOAT_VEC2\",35665:\"FLOAT_VEC3\",35666:\"FLOAT_VEC4\",35667:\"INT_VEC2\",35668:\"INT_VEC3\",35669:\"INT_VEC4\",35670:\"BOOL\",35671:\"BOOL_VEC2\",35672:\"BOOL_VEC3\",35673:\"BOOL_VEC4\",35674:\"FLOAT_MAT2\",35675:\"FLOAT_MAT3\",35676:\"FLOAT_MAT4\",35678:\"SAMPLER_2D\",35680:\"SAMPLER_CUBE\",35712:\"DELETE_STATUS\",35713:\"COMPILE_STATUS\",35714:\"LINK_STATUS\",35715:\"VALIDATE_STATUS\",35716:\"INFO_LOG_LENGTH\",35717:\"ATTACHED_SHADERS\",35718:\"ACTIVE_UNIFORMS\",35719:\"ACTIVE_UNIFORM_MAX_LENGTH\",35720:\"SHADER_SOURCE_LENGTH\",35721:\"ACTIVE_ATTRIBUTES\",35722:\"ACTIVE_ATTRIBUTE_MAX_LENGTH\",35724:\"SHADING_LANGUAGE_VERSION\",35725:\"CURRENT_PROGRAM\",36003:\"STENCIL_BACK_REF\",36004:\"STENCIL_BACK_VALUE_MASK\",36005:\"STENCIL_BACK_WRITEMASK\",36006:\"FRAMEBUFFER_BINDING\",36007:\"RENDERBUFFER_BINDING\",36048:\"FRAMEBUFFER_ATTACHMENT_OBJECT_TYPE\",36049:\"FRAMEBUFFER_ATTACHMENT_OBJECT_NAME\",36050:\"FRAMEBUFFER_ATTACHMENT_TEXTURE_LEVEL\",36051:\"FRAMEBUFFER_ATTACHMENT_TEXTURE_CUBE_MAP_FACE\",36053:\"FRAMEBUFFER_COMPLETE\",36054:\"FRAMEBUFFER_INCOMPLETE_ATTACHMENT\",36055:\"FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT\",36057:\"FRAMEBUFFER_INCOMPLETE_DIMENSIONS\",36061:\"FRAMEBUFFER_UNSUPPORTED\",36064:\"COLOR_ATTACHMENT0\",36096:\"DEPTH_ATTACHMENT\",36128:\"STENCIL_ATTACHMENT\",36160:\"FRAMEBUFFER\",36161:\"RENDERBUFFER\",36162:\"RENDERBUFFER_WIDTH\",36163:\"RENDERBUFFER_HEIGHT\",36164:\"RENDERBUFFER_INTERNAL_FORMAT\",36168:\"STENCIL_INDEX8\",36176:\"RENDERBUFFER_RED_SIZE\",36177:\"RENDERBUFFER_GREEN_SIZE\",36178:\"RENDERBUFFER_BLUE_SIZE\",36179:\"RENDERBUFFER_ALPHA_SIZE\",36180:\"RENDERBUFFER_DEPTH_SIZE\",36181:\"RENDERBUFFER_STENCIL_SIZE\",36194:\"RGB565\",36336:\"LOW_FLOAT\",36337:\"MEDIUM_FLOAT\",36338:\"HIGH_FLOAT\",36339:\"LOW_INT\",36340:\"MEDIUM_INT\",36341:\"HIGH_INT\",36346:\"SHADER_COMPILER\",36347:\"MAX_VERTEX_UNIFORM_VECTORS\",36348:\"MAX_VARYING_VECTORS\",36349:\"MAX_FRAGMENT_UNIFORM_VECTORS\",37440:\"UNPACK_FLIP_Y_WEBGL\",37441:\"UNPACK_PREMULTIPLY_ALPHA_WEBGL\",37442:\"CONTEXT_LOST_WEBGL\",37443:\"UNPACK_COLORSPACE_CONVERSION_WEBGL\",37444:\"BROWSER_DEFAULT_WEBGL\"}},6603:function(t,e,r){var n=r(1950);t.exports=function(t){return n[t]}},3110:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl,r=n(e),o=i(e,[{buffer:r,type:e.FLOAT,size:3,offset:0,stride:40},{buffer:r,type:e.FLOAT,size:4,offset:12,stride:40},{buffer:r,type:e.FLOAT,size:3,offset:28,stride:40}]),l=a(e);l.attributes.position.location=0,l.attributes.color.location=1,l.attributes.offset.location=2;var u=new s(e,r,o,l);return u.update(t),u};var n=r(5827),i=r(2944),a=r(7667),o=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function s(t,e,r,n){this.gl=t,this.shader=n,this.buffer=e,this.vao=r,this.pixelRatio=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lineWidth=[1,1,1],this.capSize=[10,10,10],this.lineCount=[0,0,0],this.lineOffset=[0,0,0],this.opacity=1,this.hasAlpha=!1}var l=s.prototype;function u(t,e){for(var r=0;r<3;++r)t[0][r]=Math.min(t[0][r],e[r]),t[1][r]=Math.max(t[1][r],e[r])}l.isOpaque=function(){return!this.hasAlpha},l.isTransparent=function(){return this.hasAlpha},l.drawTransparent=l.draw=function(t){var e=this.gl,r=this.shader.uniforms;this.shader.bind();var n=r.view=t.view||o,i=r.projection=t.projection||o;r.model=t.model||o,r.clipBounds=this.clipBounds,r.opacity=this.opacity;var a=n[12],s=n[13],l=n[14],u=n[15],c=(t._ortho?2:1)*this.pixelRatio*(i[3]*a+i[7]*s+i[11]*l+i[15]*u)/e.drawingBufferHeight;this.vao.bind();for(var f=0;f<3;++f)e.lineWidth(this.lineWidth[f]*this.pixelRatio),r.capSize=this.capSize[f]*c,this.lineCount[f]&&e.drawArrays(e.LINES,this.lineOffset[f],this.lineCount[f]);this.vao.unbind()};var c=function(){for(var t=new Array(3),e=0;e<3;++e){for(var r=[],n=1;n<=2;++n)for(var i=-1;i<=1;i+=2){var a=[0,0,0];a[(n+e)%3]=i,r.push(a)}t[e]=r}return t}();function f(t,e,r,n){for(var i=c[n],a=0;a<i.length;++a){var o=i[a];t.push(e[0],e[1],e[2],r[0],r[1],r[2],r[3],o[0],o[1],o[2])}return i.length}l.update=function(t){\"lineWidth\"in(t=t||{})&&(this.lineWidth=t.lineWidth,Array.isArray(this.lineWidth)||(this.lineWidth=[this.lineWidth,this.lineWidth,this.lineWidth])),\"capSize\"in t&&(this.capSize=t.capSize,Array.isArray(this.capSize)||(this.capSize=[this.capSize,this.capSize,this.capSize])),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var e=t.color||[[0,0,0],[0,0,0],[0,0,0]],r=t.position,n=t.error;if(Array.isArray(e[0])||(e=[e,e,e]),r&&n){var i=[],a=r.length,o=0;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.lineCount=[0,0,0];for(var s=0;s<3;++s){this.lineOffset[s]=o;t:for(var l=0;l<a;++l){for(var c=r[l],h=0;h<3;++h)if(isNaN(c[h])||!isFinite(c[h]))continue t;var p,d=n[l],v=e[s];Array.isArray(v[0])&&(v=e[l]),3===v.length?v=[v[0],v[1],v[2],1]:4===v.length&&(v=[v[0],v[1],v[2],v[3]],!this.hasAlpha&&v[3]<1&&(this.hasAlpha=!0)),isNaN(d[0][s])||isNaN(d[1][s])||(d[0][s]<0&&((p=c.slice())[s]+=d[0][s],i.push(c[0],c[1],c[2],v[0],v[1],v[2],v[3],0,0,0,p[0],p[1],p[2],v[0],v[1],v[2],v[3],0,0,0),u(this.bounds,p),o+=2+f(i,p,v,s)),d[1][s]>0&&((p=c.slice())[s]+=d[1][s],i.push(c[0],c[1],c[2],v[0],v[1],v[2],v[3],0,0,0,p[0],p[1],p[2],v[0],v[1],v[2],v[3],0,0,0),u(this.bounds,p),o+=2+f(i,p,v,s)))}this.lineCount[s]=o-this.lineOffset[s]}this.buffer.update(i)}},l.dispose=function(){this.shader.dispose(),this.buffer.dispose(),this.vao.dispose()}},7667:function(t,e,r){\"use strict\";var n=r(6832),i=r(5158),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, offset;\\nattribute vec4 color;\\nuniform mat4 model, view, projection;\\nuniform float capSize;\\nvarying vec4 fragColor;\\nvarying vec3 fragPosition;\\n\\nvoid main() {\\n  vec4 worldPosition  = model * vec4(position, 1.0);\\n  worldPosition       = (worldPosition / worldPosition.w) + vec4(capSize * offset, 0.0);\\n  gl_Position         = projection * view * worldPosition;\\n  fragColor           = color;\\n  fragPosition        = position;\\n}\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float opacity;\\nvarying vec3 fragPosition;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], fragPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  gl_FragColor = opacity * fragColor;\\n}\"]);t.exports=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"offset\",type:\"vec3\"}])}},4234:function(t,e,r){\"use strict\";var n=r(8931);t.exports=function(t,e,r,n){i||(i=t.FRAMEBUFFER_UNSUPPORTED,a=t.FRAMEBUFFER_INCOMPLETE_ATTACHMENT,o=t.FRAMEBUFFER_INCOMPLETE_DIMENSIONS,s=t.FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT);var u=t.getExtension(\"WEBGL_draw_buffers\");if(!l&&u&&function(t,e){var r=t.getParameter(e.MAX_COLOR_ATTACHMENTS_WEBGL);l=new Array(r+1);for(var n=0;n<=r;++n){for(var i=new Array(r),a=0;a<n;++a)i[a]=t.COLOR_ATTACHMENT0+a;for(a=n;a<r;++a)i[a]=t.NONE;l[n]=i}}(t,u),Array.isArray(e)&&(n=r,r=0|e[1],e=0|e[0]),\"number\"!=typeof e)throw new Error(\"gl-fbo: Missing shape parameter\");var c=t.getParameter(t.MAX_RENDERBUFFER_SIZE);if(e<0||e>c||r<0||r>c)throw new Error(\"gl-fbo: Parameters are too large for FBO\");var f=1;if(\"color\"in(n=n||{})){if((f=Math.max(0|n.color,0))<0)throw new Error(\"gl-fbo: Must specify a nonnegative number of colors\");if(f>1){if(!u)throw new Error(\"gl-fbo: Multiple draw buffer extension not supported\");if(f>t.getParameter(u.MAX_COLOR_ATTACHMENTS_WEBGL))throw new Error(\"gl-fbo: Context does not support \"+f+\" draw buffers\")}}var h=t.UNSIGNED_BYTE,p=t.getExtension(\"OES_texture_float\");if(n.float&&f>0){if(!p)throw new Error(\"gl-fbo: Context does not support floating point textures\");h=t.FLOAT}else n.preferFloat&&f>0&&p&&(h=t.FLOAT);var v=!0;\"depth\"in n&&(v=!!n.depth);var g=!1;return\"stencil\"in n&&(g=!!n.stencil),new d(t,e,r,h,f,v,g,u)};var i,a,o,s,l=null;function u(t){return[t.getParameter(t.FRAMEBUFFER_BINDING),t.getParameter(t.RENDERBUFFER_BINDING),t.getParameter(t.TEXTURE_BINDING_2D)]}function c(t,e){t.bindFramebuffer(t.FRAMEBUFFER,e[0]),t.bindRenderbuffer(t.RENDERBUFFER,e[1]),t.bindTexture(t.TEXTURE_2D,e[2])}function f(t){switch(t){case i:throw new Error(\"gl-fbo: Framebuffer unsupported\");case a:throw new Error(\"gl-fbo: Framebuffer incomplete attachment\");case o:throw new Error(\"gl-fbo: Framebuffer incomplete dimensions\");case s:throw new Error(\"gl-fbo: Framebuffer incomplete missing attachment\");default:throw new Error(\"gl-fbo: Framebuffer failed for unspecified reason\")}}function h(t,e,r,i,a,o){if(!i)return null;var s=n(t,e,r,a,i);return s.magFilter=t.NEAREST,s.minFilter=t.NEAREST,s.mipSamples=1,s.bind(),t.framebufferTexture2D(t.FRAMEBUFFER,o,t.TEXTURE_2D,s.handle,0),s}function p(t,e,r,n,i){var a=t.createRenderbuffer();return t.bindRenderbuffer(t.RENDERBUFFER,a),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,i,t.RENDERBUFFER,a),a}function d(t,e,r,n,i,a,o,s){this.gl=t,this._shape=[0|e,0|r],this._destroyed=!1,this._ext=s,this.color=new Array(i);for(var d=0;d<i;++d)this.color[d]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=a,this._useStencil=o;var v=this,g=[0|e,0|r];Object.defineProperties(g,{0:{get:function(){return v._shape[0]},set:function(t){return v.width=t}},1:{get:function(){return v._shape[1]},set:function(t){return v.height=t}}}),this._shapeVector=g,function(t){var e=u(t.gl),r=t.gl,n=t.handle=r.createFramebuffer(),i=t._shape[0],a=t._shape[1],o=t.color.length,s=t._ext,d=t._useStencil,v=t._useDepth,g=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,n);for(var y=0;y<o;++y)t.color[y]=h(r,i,a,g,r.RGBA,r.COLOR_ATTACHMENT0+y);0===o?(t._color_rb=p(r,i,a,r.RGBA4,r.COLOR_ATTACHMENT0),s&&s.drawBuffersWEBGL(l[0])):o>1&&s.drawBuffersWEBGL(l[o]);var m=r.getExtension(\"WEBGL_depth_texture\");m?d?t.depth=h(r,i,a,m.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):v&&(t.depth=h(r,i,a,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):v&&d?t._depth_rb=p(r,i,a,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):v?t._depth_rb=p(r,i,a,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):d&&(t._depth_rb=p(r,i,a,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var x=r.checkFramebufferStatus(r.FRAMEBUFFER);if(x!==r.FRAMEBUFFER_COMPLETE){for(t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&&(t.depth.dispose(),t.depth=null),t._depth_rb&&(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null),y=0;y<t.color.length;++y)t.color[y].dispose(),t.color[y]=null;t._color_rb&&(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),c(r,e),f(x)}c(r,e)}(this)}var v=d.prototype;function g(t,e,r){if(t._destroyed)throw new Error(\"gl-fbo: Can't resize destroyed FBO\");if(t._shape[0]!==e||t._shape[1]!==r){var n=t.gl,i=n.getParameter(n.MAX_RENDERBUFFER_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-fbo: Can't resize FBO, invalid dimensions\");t._shape[0]=e,t._shape[1]=r;for(var a=u(n),o=0;o<t.color.length;++o)t.color[o].shape=t._shape;t._color_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._color_rb),n.renderbufferStorage(n.RENDERBUFFER,n.RGBA4,t._shape[0],t._shape[1])),t.depth&&(t.depth.shape=t._shape),t._depth_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._depth_rb),t._useDepth&&t._useStencil?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_STENCIL,t._shape[0],t._shape[1]):t._useDepth?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_COMPONENT16,t._shape[0],t._shape[1]):t._useStencil&&n.renderbufferStorage(n.RENDERBUFFER,n.STENCIL_INDEX,t._shape[0],t._shape[1])),n.bindFramebuffer(n.FRAMEBUFFER,t.handle);var s=n.checkFramebufferStatus(n.FRAMEBUFFER);s!==n.FRAMEBUFFER_COMPLETE&&(t.dispose(),c(n,a),f(s)),c(n,a)}}Object.defineProperties(v,{shape:{get:function(){return this._destroyed?[0,0]:this._shapeVector},set:function(t){if(Array.isArray(t)||(t=[0|t,0|t]),2!==t.length)throw new Error(\"gl-fbo: Shape vector must be length 2\");var e=0|t[0],r=0|t[1];return g(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return g(this,t|=0,this._shape[1]),t},enumerable:!1},height:{get:function(){return this._destroyed?0:this._shape[1]},set:function(t){return t|=0,g(this,this._shape[0],t),t},enumerable:!1}}),v.bind=function(){if(!this._destroyed){var t=this.gl;t.bindFramebuffer(t.FRAMEBUFFER,this.handle),t.viewport(0,0,this._shape[0],this._shape[1])}},v.dispose=function(){if(!this._destroyed){this._destroyed=!0;var t=this.gl;t.deleteFramebuffer(this.handle),this.handle=null,this.depth&&(this.depth.dispose(),this.depth=null),this._depth_rb&&(t.deleteRenderbuffer(this._depth_rb),this._depth_rb=null);for(var e=0;e<this.color.length;++e)this.color[e].dispose(),this.color[e]=null;this._color_rb&&(t.deleteRenderbuffer(this._color_rb),this._color_rb=null)}}},3530:function(t,e,r){var n=r(8974).sprintf,i=r(6603),a=r(9365),o=r(8008);t.exports=function(t,e,r){\"use strict\";var s=a(e)||\"of unknown name (see npm glsl-shader-name)\",l=\"unknown type\";void 0!==r&&(l=r===i.FRAGMENT_SHADER?\"fragment\":\"vertex\");for(var u=n(\"Error compiling %s shader %s:\\n\",l,s),c=n(\"%s%s\",u,t),f=t.split(\"\\n\"),h={},p=0;p<f.length;p++){var d=f[p];if(\"\"!==d&&\"\\0\"!==d){var v=parseInt(d.split(\":\")[2]);if(isNaN(v))throw new Error(n(\"Could not parse error: %s\",d));h[v]=d}}var g=o(e).split(\"\\n\");for(p=0;p<g.length;p++)if((h[p+3]||h[p+2]||h[p+1])&&(u+=g[p]+\"\\n\",h[p+1])){var y=h[p+1];y=y.substr(y.split(\":\",3).join(\":\").length+1).trim(),u+=n(\"^^^ %s\\n\\n\",y)}return{long:u.trim(),short:c.trim()}}},6386:function(t,e,r){\"use strict\";t.exports=function(t,e){var r=t.gl,n=new u(t,o(r,l.vertex,l.fragment),o(r,l.pickVertex,l.pickFragment),s(r),s(r),s(r),s(r));return n.update(e),t.addObject(n),n};var n=r(5070),i=r(9560),a=r(5306),o=r(5158),s=r(5827),l=r(1292);function u(t,e,r,n,i,a,o){this.plot=t,this.shader=e,this.pickShader=r,this.positionBuffer=n,this.weightBuffer=i,this.colorBuffer=a,this.idBuffer=o,this.xData=[],this.yData=[],this.shape=[0,0],this.bounds=[1/0,1/0,-1/0,-1/0],this.pickOffset=0}var c,f=u.prototype,h=[0,0,1,0,0,1,1,0,1,1,0,1];f.draw=(c=[1,0,0,0,1,0,0,0,1],function(){var t=this.plot,e=this.shader,r=this.bounds,n=this.numVertices;if(!(n<=0)){var i=t.gl,a=t.dataBox,o=r[2]-r[0],s=r[3]-r[1],l=a[2]-a[0],u=a[3]-a[1];c[0]=2*o/l,c[4]=2*s/u,c[6]=2*(r[0]-a[0])/l-1,c[7]=2*(r[1]-a[1])/u-1,e.bind();var f=e.uniforms;f.viewTransform=c,f.shape=this.shape;var h=e.attributes;this.positionBuffer.bind(),h.position.pointer(),this.weightBuffer.bind(),h.weight.pointer(i.UNSIGNED_BYTE,!1),this.colorBuffer.bind(),h.color.pointer(i.UNSIGNED_BYTE,!0),i.drawArrays(i.TRIANGLES,0,n)}}),f.drawPick=function(){var t=[1,0,0,0,1,0,0,0,1],e=[0,0,0,0];return function(r){var n=this.plot,i=this.pickShader,a=this.bounds,o=this.numVertices;if(!(o<=0)){var s=n.gl,l=n.dataBox,u=a[2]-a[0],c=a[3]-a[1],f=l[2]-l[0],h=l[3]-l[1];t[0]=2*u/f,t[4]=2*c/h,t[6]=2*(a[0]-l[0])/f-1,t[7]=2*(a[1]-l[1])/h-1;for(var p=0;p<4;++p)e[p]=r>>8*p&255;this.pickOffset=r,i.bind();var d=i.uniforms;d.viewTransform=t,d.pickOffset=e,d.shape=this.shape;var v=i.attributes;return this.positionBuffer.bind(),v.position.pointer(),this.weightBuffer.bind(),v.weight.pointer(s.UNSIGNED_BYTE,!1),this.idBuffer.bind(),v.pickId.pointer(s.UNSIGNED_BYTE,!1),s.drawArrays(s.TRIANGLES,0,o),r+this.shape[0]*this.shape[1]}}}(),f.pick=function(t,e,r){var n=this.pickOffset,i=this.shape[0]*this.shape[1];if(r<n||r>=n+i)return null;var a=r-n,o=this.xData,s=this.yData;return{object:this,pointId:a,dataCoord:[o[a%this.shape[0]],s[a/this.shape[0]|0]]}},f.update=function(t){var e=(t=t||{}).shape||[0,0],r=t.x||i(e[0]),o=t.y||i(e[1]),s=t.z||new Float32Array(e[0]*e[1]),l=!1!==t.zsmooth;this.xData=r,this.yData=o;var u,c,f,p,d=t.colorLevels||[0],v=t.colorValues||[0,0,0,1],g=d.length,y=this.bounds;l?(u=y[0]=r[0],c=y[1]=o[0],f=y[2]=r[r.length-1],p=y[3]=o[o.length-1]):(u=y[0]=r[0]+(r[1]-r[0])/2,c=y[1]=o[0]+(o[1]-o[0])/2,f=y[2]=r[r.length-1]+(r[r.length-1]-r[r.length-2])/2,p=y[3]=o[o.length-1]+(o[o.length-1]-o[o.length-2])/2);var m=1/(f-u),x=1/(p-c),b=e[0],_=e[1];this.shape=[b,_];var w=(l?(b-1)*(_-1):b*_)*(h.length>>>1);this.numVertices=w;for(var T=a.mallocUint8(4*w),k=a.mallocFloat32(2*w),A=a.mallocUint8(2*w),M=a.mallocUint32(w),S=0,E=l?b-1:b,L=l?_-1:_,C=0;C<L;++C){var P,O;l?(P=x*(o[C]-c),O=x*(o[C+1]-c)):(P=C<_-1?x*(o[C]-(o[C+1]-o[C])/2-c):x*(o[C]-(o[C]-o[C-1])/2-c),O=C<_-1?x*(o[C]+(o[C+1]-o[C])/2-c):x*(o[C]+(o[C]-o[C-1])/2-c));for(var I=0;I<E;++I){var D,z;l?(D=m*(r[I]-u),z=m*(r[I+1]-u)):(D=I<b-1?m*(r[I]-(r[I+1]-r[I])/2-u):m*(r[I]-(r[I]-r[I-1])/2-u),z=I<b-1?m*(r[I]+(r[I+1]-r[I])/2-u):m*(r[I]+(r[I]-r[I-1])/2-u));for(var R=0;R<h.length;R+=2){var F,B,N,j,U=h[R],V=h[R+1],H=s[l?(C+V)*b+(I+U):C*b+I],q=n.le(d,H);if(q<0)F=v[0],B=v[1],N=v[2],j=v[3];else if(q===g-1)F=v[4*g-4],B=v[4*g-3],N=v[4*g-2],j=v[4*g-1];else{var G=(H-d[q])/(d[q+1]-d[q]),Z=1-G,Y=4*q,W=4*(q+1);F=Z*v[Y]+G*v[W],B=Z*v[Y+1]+G*v[W+1],N=Z*v[Y+2]+G*v[W+2],j=Z*v[Y+3]+G*v[W+3]}T[4*S]=255*F,T[4*S+1]=255*B,T[4*S+2]=255*N,T[4*S+3]=255*j,k[2*S]=.5*D+.5*z,k[2*S+1]=.5*P+.5*O,A[2*S]=U,A[2*S+1]=V,M[S]=C*b+I,S+=1}}}this.positionBuffer.update(k),this.weightBuffer.update(A),this.colorBuffer.update(T),this.idBuffer.update(M),a.free(k),a.free(T),a.free(A),a.free(M)},f.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.positionBuffer.dispose(),this.weightBuffer.dispose(),this.colorBuffer.dispose(),this.idBuffer.dispose(),this.plot.removeObject(this)}},1292:function(t,e,r){\"use strict\";var n=r(6832);t.exports={fragment:n([\"precision lowp float;\\n#define GLSLIFY 1\\nvarying vec4 fragColor;\\nvoid main() {\\n  gl_FragColor = vec4(fragColor.rgb * fragColor.a, fragColor.a);\\n}\\n\"]),vertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 color;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  fragColor = color;\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"]),pickFragment:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nuniform vec2 shape;\\nuniform vec4 pickOffset;\\n\\nvoid main() {\\n  vec2 d = step(.5, vWeight);\\n  vec4 id = fragId + pickOffset;\\n  id.x += d.x + d.y*shape.x;\\n\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  gl_FragColor = id/255.;\\n}\\n\"]),pickVertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nvoid main() {\\n  vWeight = weight;\\n\\n  fragId = pickId;\\n\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"])}},248:function(t,e,r){var n=r(6832),i=r(5158),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, nextPosition;\\nattribute float arcLength, lineWidth;\\nattribute vec4 color;\\n\\nuniform vec2 screenShape;\\nuniform float pixelRatio;\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 fragColor;\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  vec4 startPoint = project(position);\\n  vec4 endPoint   = project(nextPosition);\\n\\n  vec2 A = startPoint.xy / startPoint.w;\\n  vec2 B =   endPoint.xy /   endPoint.w;\\n\\n  float clipAngle = atan(\\n    (B.y - A.y) * screenShape.y,\\n    (B.x - A.x) * screenShape.x\\n  );\\n\\n  vec2 offset = 0.5 * pixelRatio * lineWidth * vec2(\\n    sin(clipAngle),\\n    -cos(clipAngle)\\n  ) / screenShape;\\n\\n  gl_Position = vec4(startPoint.xy + startPoint.w * offset, startPoint.zw);\\n\\n  worldPosition = position;\\n  pixelArcLength = arcLength;\\n  fragColor = color;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3      clipBounds[2];\\nuniform sampler2D dashTexture;\\nuniform float     dashScale;\\nuniform float     opacity;\\n\\nvarying vec3    worldPosition;\\nvarying float   pixelArcLength;\\nvarying vec4    fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], worldPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  float dashWeight = texture2D(dashTexture, vec2(dashScale * pixelArcLength, 0)).r;\\n  if(dashWeight < 0.5) {\\n    discard;\\n  }\\n  gl_FragColor = fragColor * opacity;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\n#define FLOAT_MAX  1.70141184e38\\n#define FLOAT_MIN  1.17549435e-38\\n\\n// https://github.com/mikolalysenko/glsl-read-float/blob/master/index.glsl\\nvec4 packFloat(float v) {\\n  float av = abs(v);\\n\\n  //Handle special cases\\n  if(av < FLOAT_MIN) {\\n    return vec4(0.0, 0.0, 0.0, 0.0);\\n  } else if(v > FLOAT_MAX) {\\n    return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\\n  } else if(v < -FLOAT_MAX) {\\n    return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\\n  }\\n\\n  vec4 c = vec4(0,0,0,0);\\n\\n  //Compute exponent and mantissa\\n  float e = floor(log2(av));\\n  float m = av * pow(2.0, -e) - 1.0;\\n\\n  //Unpack mantissa\\n  c[1] = floor(128.0 * m);\\n  m -= c[1] / 128.0;\\n  c[2] = floor(32768.0 * m);\\n  m -= c[2] / 32768.0;\\n  c[3] = floor(8388608.0 * m);\\n\\n  //Unpack exponent\\n  float ebias = e + 127.0;\\n  c[0] = floor(ebias / 2.0);\\n  ebias -= c[0] * 2.0;\\n  c[1] += floor(ebias) * 128.0;\\n\\n  //Unpack sign bit\\n  c[0] += 128.0 * step(0.0, -v);\\n\\n  //Scale back to range\\n  return c / 255.0;\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform float pickId;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], worldPosition)) discard;\\n\\n  gl_FragColor = vec4(pickId/255.0, packFloat(pixelArcLength).xyz);\\n}\"]),l=[{name:\"position\",type:\"vec3\"},{name:\"nextPosition\",type:\"vec3\"},{name:\"arcLength\",type:\"float\"},{name:\"lineWidth\",type:\"float\"},{name:\"color\",type:\"vec4\"}];e.createShader=function(t){return i(t,a,o,null,l)},e.createPickShader=function(t){return i(t,a,s,null,l)}},6086:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl||t.scene&&t.scene.gl,r=f(e);r.attributes.position.location=0,r.attributes.nextPosition.location=1,r.attributes.arcLength.location=2,r.attributes.lineWidth.location=3,r.attributes.color.location=4;var o=h(e);o.attributes.position.location=0,o.attributes.nextPosition.location=1,o.attributes.arcLength.location=2,o.attributes.lineWidth.location=3,o.attributes.color.location=4;for(var s=n(e),l=i(e,[{buffer:s,size:3,offset:0,stride:48},{buffer:s,size:3,offset:12,stride:48},{buffer:s,size:1,offset:24,stride:48},{buffer:s,size:1,offset:28,stride:48},{buffer:s,size:4,offset:32,stride:48}]),c=u(new Array(1024),[256,1,4]),p=0;p<1024;++p)c.data[p]=255;var d=a(e,c);d.wrap=e.REPEAT;var v=new y(e,r,o,s,l,d);return v.update(t),v};var n=r(5827),i=r(2944),a=r(8931),o=new Uint8Array(4),s=new Float32Array(o.buffer),l=r(5070),u=r(5050),c=r(248),f=c.createShader,h=c.createPickShader,p=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function d(t,e){for(var r=0,n=0;n<3;++n){var i=t[n]-e[n];r+=i*i}return Math.sqrt(r)}function v(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r<3;++r)e[0][r]=Math.max(t[0][r],e[0][r]),e[1][r]=Math.min(t[1][r],e[1][r]);return e}function g(t,e,r,n){this.arcLength=t,this.position=e,this.index=r,this.dataCoordinate=n}function y(t,e,r,n,i,a){this.gl=t,this.shader=e,this.pickShader=r,this.buffer=n,this.vao=i,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.points=[],this.arcLength=[],this.vertexCount=0,this.bounds=[[0,0,0],[0,0,0]],this.pickId=0,this.lineWidth=1,this.texture=a,this.dashScale=1,this.opacity=1,this.hasAlpha=!1,this.dirty=!0,this.pixelRatio=1}var m=y.prototype;m.isTransparent=function(){return this.hasAlpha},m.isOpaque=function(){return!this.hasAlpha},m.pickSlots=1,m.setPickBase=function(t){this.pickId=t},m.drawTransparent=m.draw=function(t){if(this.vertexCount){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,clipBounds:v(this.clipBounds),dashTexture:this.texture.bind(),dashScale:this.dashScale/this.arcLength[this.arcLength.length-1],opacity:this.opacity,screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},m.drawPick=function(t){if(this.vertexCount){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,pickId:this.pickId,clipBounds:v(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},m.update=function(t){var e,r;this.dirty=!0;var n=!!t.connectGaps;\"dashScale\"in t&&(this.dashScale=t.dashScale),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var i=[],a=[],o=[],s=0,c=0,f=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],h=t.position||t.positions;if(h){var p=t.color||t.colors||[0,0,0,1],v=t.lineWidth||1,g=!1;t:for(e=1;e<h.length;++e){var y,m,x,b=h[e-1],_=h[e];for(a.push(s),o.push(b.slice()),r=0;r<3;++r){if(isNaN(b[r])||isNaN(_[r])||!isFinite(b[r])||!isFinite(_[r])){if(!n&&i.length>0){for(var w=0;w<24;++w)i.push(i[i.length-12]);c+=2,g=!0}continue t}f[0][r]=Math.min(f[0][r],b[r],_[r]),f[1][r]=Math.max(f[1][r],b[r],_[r])}Array.isArray(p[0])?(y=p.length>e-1?p[e-1]:p.length>0?p[p.length-1]:[0,0,0,1],m=p.length>e?p[e]:p.length>0?p[p.length-1]:[0,0,0,1]):y=m=p,3===y.length&&(y=[y[0],y[1],y[2],1]),3===m.length&&(m=[m[0],m[1],m[2],1]),!this.hasAlpha&&y[3]<1&&(this.hasAlpha=!0),x=Array.isArray(v)?v.length>e-1?v[e-1]:v.length>0?v[v.length-1]:[0,0,0,1]:v;var T=s;if(s+=d(b,_),g){for(r=0;r<2;++r)i.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,y[0],y[1],y[2],y[3]);c+=2,g=!1}i.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,y[0],y[1],y[2],y[3],b[0],b[1],b[2],_[0],_[1],_[2],T,-x,y[0],y[1],y[2],y[3],_[0],_[1],_[2],b[0],b[1],b[2],s,-x,m[0],m[1],m[2],m[3],_[0],_[1],_[2],b[0],b[1],b[2],s,x,m[0],m[1],m[2],m[3]),c+=4}}if(this.buffer.update(i),a.push(s),o.push(h[h.length-1].slice()),this.bounds=f,this.vertexCount=c,this.points=o,this.arcLength=a,\"dashes\"in t){var k=t.dashes.slice();for(k.unshift(0),e=1;e<k.length;++e)k[e]=k[e-1]+k[e];var A=u(new Array(1024),[256,1,4]);for(e=0;e<256;++e){for(r=0;r<4;++r)A.set(e,0,r,0);1&l.le(k,k[k.length-1]*e/255)?A.set(e,0,0,0):A.set(e,0,0,255)}this.texture.setPixels(A)}},m.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()},m.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=function(t,e,r,n){return o[0]=0,o[1]=r,o[2]=e,o[3]=t,s[0]}(t.value[0],t.value[1],t.value[2]),r=l.le(this.arcLength,e);if(r<0)return null;if(r===this.arcLength.length-1)return new g(this.arcLength[this.arcLength.length-1],this.points[this.points.length-1].slice(),r);for(var n=this.points[r],i=this.points[Math.min(r+1,this.points.length-1)],a=(e-this.arcLength[r])/(this.arcLength[r+1]-this.arcLength[r]),u=1-a,c=[0,0,0],f=0;f<3;++f)c[f]=u*n[f]+a*i[f];var h=Math.min(a<.5?r:r+1,this.points.length-1);return new g(e,c,h,this.points[h])}},7332:function(t){t.exports=function(t){var e=new Float32Array(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e}},9823:function(t){t.exports=function(){var t=new Float32Array(16);return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},7787:function(t){t.exports=function(t){var e=t[0],r=t[1],n=t[2],i=t[3],a=t[4],o=t[5],s=t[6],l=t[7],u=t[8],c=t[9],f=t[10],h=t[11],p=t[12],d=t[13],v=t[14],g=t[15];return(e*o-r*a)*(f*g-h*v)-(e*s-n*a)*(c*g-h*d)+(e*l-i*a)*(c*v-f*d)+(r*s-n*o)*(u*g-h*p)-(r*l-i*o)*(u*v-f*p)+(n*l-i*s)*(u*d-c*p)}},5950:function(t){t.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=r+r,s=n+n,l=i+i,u=r*o,c=n*o,f=n*s,h=i*o,p=i*s,d=i*l,v=a*o,g=a*s,y=a*l;return t[0]=1-f-d,t[1]=c+y,t[2]=h-g,t[3]=0,t[4]=c-y,t[5]=1-u-d,t[6]=p+v,t[7]=0,t[8]=h+g,t[9]=p-v,t[10]=1-u-f,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},7280:function(t){t.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=n+n,l=i+i,u=a+a,c=n*s,f=n*l,h=n*u,p=i*l,d=i*u,v=a*u,g=o*s,y=o*l,m=o*u;return t[0]=1-(p+v),t[1]=f+m,t[2]=h-y,t[3]=0,t[4]=f-m,t[5]=1-(c+v),t[6]=d+g,t[7]=0,t[8]=h+y,t[9]=d-g,t[10]=1-(c+p),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t}},9947:function(t){t.exports=function(t){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},7437:function(t){t.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=e[4],s=e[5],l=e[6],u=e[7],c=e[8],f=e[9],h=e[10],p=e[11],d=e[12],v=e[13],g=e[14],y=e[15],m=r*s-n*o,x=r*l-i*o,b=r*u-a*o,_=n*l-i*s,w=n*u-a*s,T=i*u-a*l,k=c*v-f*d,A=c*g-h*d,M=c*y-p*d,S=f*g-h*v,E=f*y-p*v,L=h*y-p*g,C=m*L-x*E+b*S+_*M-w*A+T*k;return C?(C=1/C,t[0]=(s*L-l*E+u*S)*C,t[1]=(i*E-n*L-a*S)*C,t[2]=(v*T-g*w+y*_)*C,t[3]=(h*w-f*T-p*_)*C,t[4]=(l*M-o*L-u*A)*C,t[5]=(r*L-i*M+a*A)*C,t[6]=(g*b-d*T-y*x)*C,t[7]=(c*T-h*b+p*x)*C,t[8]=(o*E-s*M+u*k)*C,t[9]=(n*M-r*E-a*k)*C,t[10]=(d*w-v*b+y*m)*C,t[11]=(f*b-c*w-p*m)*C,t[12]=(s*A-o*S-l*k)*C,t[13]=(r*S-n*A+i*k)*C,t[14]=(v*x-d*_-g*m)*C,t[15]=(c*_-f*x+h*m)*C,t):null}},3012:function(t,e,r){var n=r(9947);t.exports=function(t,e,r,i){var a,o,s,l,u,c,f,h,p,d,v=e[0],g=e[1],y=e[2],m=i[0],x=i[1],b=i[2],_=r[0],w=r[1],T=r[2];return Math.abs(v-_)<1e-6&&Math.abs(g-w)<1e-6&&Math.abs(y-T)<1e-6?n(t):(f=v-_,h=g-w,p=y-T,a=x*(p*=d=1/Math.sqrt(f*f+h*h+p*p))-b*(h*=d),o=b*(f*=d)-m*p,s=m*h-x*f,(d=Math.sqrt(a*a+o*o+s*s))?(a*=d=1/d,o*=d,s*=d):(a=0,o=0,s=0),l=h*s-p*o,u=p*a-f*s,c=f*o-h*a,(d=Math.sqrt(l*l+u*u+c*c))?(l*=d=1/d,u*=d,c*=d):(l=0,u=0,c=0),t[0]=a,t[1]=l,t[2]=f,t[3]=0,t[4]=o,t[5]=u,t[6]=h,t[7]=0,t[8]=s,t[9]=c,t[10]=p,t[11]=0,t[12]=-(a*v+o*g+s*y),t[13]=-(l*v+u*g+c*y),t[14]=-(f*v+h*g+p*y),t[15]=1,t)}},104:function(t){t.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],u=e[6],c=e[7],f=e[8],h=e[9],p=e[10],d=e[11],v=e[12],g=e[13],y=e[14],m=e[15],x=r[0],b=r[1],_=r[2],w=r[3];return t[0]=x*n+b*s+_*f+w*v,t[1]=x*i+b*l+_*h+w*g,t[2]=x*a+b*u+_*p+w*y,t[3]=x*o+b*c+_*d+w*m,x=r[4],b=r[5],_=r[6],w=r[7],t[4]=x*n+b*s+_*f+w*v,t[5]=x*i+b*l+_*h+w*g,t[6]=x*a+b*u+_*p+w*y,t[7]=x*o+b*c+_*d+w*m,x=r[8],b=r[9],_=r[10],w=r[11],t[8]=x*n+b*s+_*f+w*v,t[9]=x*i+b*l+_*h+w*g,t[10]=x*a+b*u+_*p+w*y,t[11]=x*o+b*c+_*d+w*m,x=r[12],b=r[13],_=r[14],w=r[15],t[12]=x*n+b*s+_*f+w*v,t[13]=x*i+b*l+_*h+w*g,t[14]=x*a+b*u+_*p+w*y,t[15]=x*o+b*c+_*d+w*m,t}},5268:function(t){t.exports=function(t,e,r,n,i,a,o){var s=1/(e-r),l=1/(n-i),u=1/(a-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*u,t[11]=0,t[12]=(e+r)*s,t[13]=(i+n)*l,t[14]=(o+a)*u,t[15]=1,t}},1120:function(t){t.exports=function(t,e,r,n,i){var a=1/Math.tan(e/2),o=1/(n-i);return t[0]=a/r,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=a,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=(i+n)*o,t[11]=-1,t[12]=0,t[13]=0,t[14]=2*i*n*o,t[15]=0,t}},4422:function(t){t.exports=function(t,e,r,n){var i,a,o,s,l,u,c,f,h,p,d,v,g,y,m,x,b,_,w,T,k,A,M,S,E=n[0],L=n[1],C=n[2],P=Math.sqrt(E*E+L*L+C*C);return Math.abs(P)<1e-6?null:(E*=P=1/P,L*=P,C*=P,i=Math.sin(r),o=1-(a=Math.cos(r)),s=e[0],l=e[1],u=e[2],c=e[3],f=e[4],h=e[5],p=e[6],d=e[7],v=e[8],g=e[9],y=e[10],m=e[11],x=E*E*o+a,b=L*E*o+C*i,_=C*E*o-L*i,w=E*L*o-C*i,T=L*L*o+a,k=C*L*o+E*i,A=E*C*o+L*i,M=L*C*o-E*i,S=C*C*o+a,t[0]=s*x+f*b+v*_,t[1]=l*x+h*b+g*_,t[2]=u*x+p*b+y*_,t[3]=c*x+d*b+m*_,t[4]=s*w+f*T+v*k,t[5]=l*w+h*T+g*k,t[6]=u*w+p*T+y*k,t[7]=c*w+d*T+m*k,t[8]=s*A+f*M+v*S,t[9]=l*A+h*M+g*S,t[10]=u*A+p*M+y*S,t[11]=c*A+d*M+m*S,e!==t&&(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t)}},6109:function(t){t.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[4],o=e[5],s=e[6],l=e[7],u=e[8],c=e[9],f=e[10],h=e[11];return e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[4]=a*i+u*n,t[5]=o*i+c*n,t[6]=s*i+f*n,t[7]=l*i+h*n,t[8]=u*i-a*n,t[9]=c*i-o*n,t[10]=f*i-s*n,t[11]=h*i-l*n,t}},7115:function(t){t.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],u=e[8],c=e[9],f=e[10],h=e[11];return e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[0]=a*i-u*n,t[1]=o*i-c*n,t[2]=s*i-f*n,t[3]=l*i-h*n,t[8]=a*n+u*i,t[9]=o*n+c*i,t[10]=s*n+f*i,t[11]=l*n+h*i,t}},5240:function(t){t.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],u=e[4],c=e[5],f=e[6],h=e[7];return e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[0]=a*i+u*n,t[1]=o*i+c*n,t[2]=s*i+f*n,t[3]=l*i+h*n,t[4]=u*i-a*n,t[5]=c*i-o*n,t[6]=f*i-s*n,t[7]=h*i-l*n,t}},3668:function(t){t.exports=function(t,e,r){var n=r[0],i=r[1],a=r[2];return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*i,t[5]=e[5]*i,t[6]=e[6]*i,t[7]=e[7]*i,t[8]=e[8]*a,t[9]=e[9]*a,t[10]=e[10]*a,t[11]=e[11]*a,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},998:function(t){t.exports=function(t,e,r){var n,i,a,o,s,l,u,c,f,h,p,d,v=r[0],g=r[1],y=r[2];return e===t?(t[12]=e[0]*v+e[4]*g+e[8]*y+e[12],t[13]=e[1]*v+e[5]*g+e[9]*y+e[13],t[14]=e[2]*v+e[6]*g+e[10]*y+e[14],t[15]=e[3]*v+e[7]*g+e[11]*y+e[15]):(n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],u=e[6],c=e[7],f=e[8],h=e[9],p=e[10],d=e[11],t[0]=n,t[1]=i,t[2]=a,t[3]=o,t[4]=s,t[5]=l,t[6]=u,t[7]=c,t[8]=f,t[9]=h,t[10]=p,t[11]=d,t[12]=n*v+s*g+f*y+e[12],t[13]=i*v+l*g+h*y+e[13],t[14]=a*v+u*g+p*y+e[14],t[15]=o*v+c*g+d*y+e[15]),t}},2142:function(t){t.exports=function(t,e){if(t===e){var r=e[1],n=e[2],i=e[3],a=e[6],o=e[7],s=e[11];t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=r,t[6]=e[9],t[7]=e[13],t[8]=n,t[9]=a,t[11]=e[14],t[12]=i,t[13]=o,t[14]=s}else t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},4340:function(t,e,r){\"use strict\";var n=r(957),i=r(7309);function a(t,e){for(var r=[0,0,0,0],n=0;n<4;++n)for(var i=0;i<4;++i)r[i]+=t[4*n+i]*e[n];return r}function o(t,e,r,n,i){for(var o=a(n,a(r,a(e,[t[0],t[1],t[2],1]))),s=0;s<3;++s)o[s]/=o[3];return[.5*i[0]*(1+o[0]),.5*i[1]*(1-o[1])]}function s(t,e){for(var r=[0,0,0],n=0;n<t.length;++n)for(var i=t[n],a=e[n],o=0;o<3;++o)r[o]+=a*i[o];return r}t.exports=function(t,e,r,a,l,u){if(1===t.length)return[0,t[0].slice()];for(var c=new Array(t.length),f=0;f<t.length;++f)c[f]=o(t[f],r,a,l,u);var h=0,p=1/0;for(f=0;f<c.length;++f){for(var d=0,v=0;v<2;++v)d+=Math.pow(c[f][v]-e[v],2);d<p&&(p=d,h=f)}var g=function(t,e){if(2===t.length){for(var r=0,a=0,o=0;o<2;++o)r+=Math.pow(e[o]-t[0][o],2),a+=Math.pow(e[o]-t[1][o],2);return(r=Math.sqrt(r))+(a=Math.sqrt(a))<1e-6?[1,0]:[a/(r+a),r/(a+r)]}if(3===t.length){var s=[0,0];return i(t[0],t[1],t[2],e,s),n(t,s)}return[]}(c,e),y=0;for(f=0;f<3;++f){if(g[f]<-.001||g[f]>1.0001)return null;y+=g[f]}return Math.abs(y-1)>.001?null:[h,s(t,g),g]}},2056:function(t,e,r){var n=r(6832),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, normal;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model\\n           , view\\n           , projection\\n           , inverseModel;\\nuniform vec3 eyePosition\\n           , lightPosition;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  gl_Position      = project(position);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * vec4(position , 1.0);\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal  = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  f_color          = color;\\n  f_data           = position;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\n//#pragma glslify: beckmann = require(glsl-specular-beckmann) // used in gl-surface3d\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness\\n            , fresnel\\n            , kambient\\n            , kdiffuse\\n            , kspecular;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (f_color.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], f_data)\\n  ) discard;\\n\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  //float specular = max(0.0, beckmann(L, V, N, roughness)); // used in gl-surface3d\\n\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = vec4(f_color.rgb, 1.0) * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * f_color.a;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_color = color;\\n  f_data  = position;\\n  f_uv    = uv;\\n}\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_data)) discard;\\n\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\nattribute float pointSize;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0 ,0.0 ,0.0);\\n  } else {\\n    gl_Position = projection * view * model * vec4(position, 1.0);\\n  }\\n  gl_PointSize = pointSize;\\n  f_color = color;\\n  f_uv = uv;\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  vec2 pointR = gl_PointCoord.xy - vec2(0.5, 0.5);\\n  if(dot(pointR, pointR) > 0.25) {\\n    discard;\\n  }\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_id        = id;\\n  f_position  = position;\\n}\"]),f=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]),h=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3  position;\\nattribute float pointSize;\\nattribute vec4  id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0, 0.0, 0.0);\\n  } else {\\n    gl_Position  = projection * view * model * vec4(position, 1.0);\\n    gl_PointSize = pointSize;\\n  }\\n  f_id         = id;\\n  f_position   = position;\\n}\"]),p=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n}\"]),d=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec3 contourColor;\\n\\nvoid main() {\\n  gl_FragColor = vec4(contourColor, 1.0);\\n}\\n\"]);e.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},e.wireShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},e.pointShader={vertex:l,fragment:u,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"pointSize\",type:\"float\"}]},e.pickShader={vertex:c,fragment:f,attributes:[{name:\"position\",type:\"vec3\"},{name:\"id\",type:\"vec4\"}]},e.pointPickShader={vertex:h,fragment:f,attributes:[{name:\"position\",type:\"vec3\"},{name:\"pointSize\",type:\"float\"},{name:\"id\",type:\"vec4\"}]},e.contourShader={vertex:p,fragment:d,attributes:[{name:\"position\",type:\"vec3\"}]}},8116:function(t,e,r){\"use strict\";var n=r(5158),i=r(5827),a=r(2944),o=r(8931),s=r(115),l=r(104),u=r(7437),c=r(5050),f=r(9156),h=r(7212),p=r(5306),d=r(2056),v=r(4340),g=d.meshShader,y=d.wireShader,m=d.pointShader,x=d.pickShader,b=d.pointPickShader,_=d.contourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function T(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v,g,y,m,x,b,_,T,k,A,M,S){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.lineShader=n,this.pointShader=i,this.pickShader=a,this.pointPickShader=o,this.contourShader=s,this.trianglePositions=l,this.triangleColors=c,this.triangleNormals=h,this.triangleUVs=f,this.triangleIds=u,this.triangleVAO=p,this.triangleCount=0,this.lineWidth=1,this.edgePositions=d,this.edgeColors=g,this.edgeUVs=y,this.edgeIds=v,this.edgeVAO=m,this.edgeCount=0,this.pointPositions=x,this.pointColors=_,this.pointUVs=T,this.pointSizes=k,this.pointIds=b,this.pointVAO=A,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=M,this.contourVAO=S,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickVertex=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.hasAlpha=!1,this.opacityscale=!1,this._model=w,this._view=w,this._projection=w,this._resolution=[1,1]}var k=T.prototype;function A(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}function M(t){var e=n(t,m.vertex,m.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.pointSize.location=4,e}function S(t){var e=n(t,x.vertex,x.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e}function E(t){var e=n(t,b.vertex,b.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function L(t){var e=n(t,_.vertex,_.fragment);return e.attributes.position.location=0,e}k.isOpaque=function(){return!this.hasAlpha},k.isTransparent=function(){return this.hasAlpha},k.pickSlots=1,k.setPickBase=function(t){this.pickId=t},k.highlight=function(t){if(t&&this.contourEnable){for(var e=h(this.cells,this.intensity,t.intensity),r=e.cells,n=e.vertexIds,i=e.vertexWeights,a=r.length,o=p.mallocFloat32(6*a),s=0,l=0;l<a;++l)for(var u=r[l],c=0;c<2;++c){var f=u[0];2===u.length&&(f=u[c]);for(var d=n[f][0],v=n[f][1],g=i[f],y=1-g,m=this.positions[d],x=this.positions[v],b=0;b<3;++b)o[s++]=g*m[b]+y*x[b]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),p.free(o)}else this.contourCount=0},k.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"contourEnable\"in t&&(this.contourEnable=t.contourEnable),\"contourColor\"in t&&(this.contourColor=t.contourColor),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=t.opacity,this.opacity<1&&(this.hasAlpha=!0)),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale,this.hasAlpha=!0),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t,e){for(var r=f({colormap:t,nshades:256,format:\"rgba\"}),n=new Uint8Array(1024),i=0;i<256;++i){for(var a=r[i],o=0;o<3;++o)n[4*i+o]=a[o];n[4*i+3]=e?255*A(i/255,e):255*a[3]}return c(n,[256,256,4],[4,0,1])}(t.colormap,this.opacityscale)),this.texture.generateMipmap());var r=t.cells,n=t.positions;if(n&&r){var i=[],a=[],l=[],u=[],h=[],p=[],d=[],v=[],g=[],y=[],m=[],x=[],b=[],_=[];this.cells=r,this.positions=n;var w=t.vertexNormals,T=t.cellNormals,k=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,M=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&&!T&&(T=s.faceNormals(r,n,M)),T||w||(w=s.vertexNormals(r,n,k));var S=t.vertexColors,E=t.cellColors,L=t.meshColor||[1,1,1,1],C=t.vertexUVs,P=t.vertexIntensity,O=t.cellUVs,I=t.cellIntensity,D=1/0,z=-1/0;if(!C&&!O)if(P)if(t.vertexIntensityBounds)D=+t.vertexIntensityBounds[0],z=+t.vertexIntensityBounds[1];else for(var R=0;R<P.length;++R){var F=P[R];D=Math.min(D,F),z=Math.max(z,F)}else if(I)if(t.cellIntensityBounds)D=+t.cellIntensityBounds[0],z=+t.cellIntensityBounds[1];else for(R=0;R<I.length;++R)F=I[R],D=Math.min(D,F),z=Math.max(z,F);else for(R=0;R<n.length;++R)F=n[R][2],D=Math.min(D,F),z=Math.max(z,F);this.intensity=P||I||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.pickVertex=!(I||E);var B=t.pointSizes,N=t.pointSize||1;for(this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],R=0;R<n.length;++R)for(var j=n[R],U=0;U<3;++U)!isNaN(j[U])&&isFinite(j[U])&&(this.bounds[0][U]=Math.min(this.bounds[0][U],j[U]),this.bounds[1][U]=Math.max(this.bounds[1][U],j[U]));var V=0,H=0,q=0;t:for(R=0;R<r.length;++R){var G=r[R];switch(G.length){case 1:for(j=n[Y=G[0]],U=0;U<3;++U)if(isNaN(j[U])||!isFinite(j[U]))continue t;y.push(j[0],j[1],j[2]),W=S?S[Y]:E?E[R]:L,this.opacityscale&&P?a.push(W[0],W[1],W[2],this.opacity*A((P[Y]-D)/(z-D),this.opacityscale)):3===W.length?m.push(W[0],W[1],W[2],this.opacity):(m.push(W[0],W[1],W[2],W[3]*this.opacity),W[3]<1&&(this.hasAlpha=!0)),X=C?C[Y]:P?[(P[Y]-D)/(z-D),0]:O?O[R]:I?[(I[R]-D)/(z-D),0]:[(j[2]-D)/(z-D),0],x.push(X[0],X[1]),B?b.push(B[Y]):b.push(N),_.push(R),q+=1;break;case 2:for(U=0;U<2;++U){j=n[Y=G[U]];for(var Z=0;Z<3;++Z)if(isNaN(j[Z])||!isFinite(j[Z]))continue t}for(U=0;U<2;++U)j=n[Y=G[U]],p.push(j[0],j[1],j[2]),W=S?S[Y]:E?E[R]:L,this.opacityscale&&P?a.push(W[0],W[1],W[2],this.opacity*A((P[Y]-D)/(z-D),this.opacityscale)):3===W.length?d.push(W[0],W[1],W[2],this.opacity):(d.push(W[0],W[1],W[2],W[3]*this.opacity),W[3]<1&&(this.hasAlpha=!0)),X=C?C[Y]:P?[(P[Y]-D)/(z-D),0]:O?O[R]:I?[(I[R]-D)/(z-D),0]:[(j[2]-D)/(z-D),0],v.push(X[0],X[1]),g.push(R);H+=1;break;case 3:for(U=0;U<3;++U)for(j=n[Y=G[U]],Z=0;Z<3;++Z)if(isNaN(j[Z])||!isFinite(j[Z]))continue t;for(U=0;U<3;++U){var Y,W,X,J;j=n[Y=G[2-U]],i.push(j[0],j[1],j[2]),(W=S?S[Y]:E?E[R]:L)?this.opacityscale&&P?a.push(W[0],W[1],W[2],this.opacity*A((P[Y]-D)/(z-D),this.opacityscale)):3===W.length?a.push(W[0],W[1],W[2],this.opacity):(a.push(W[0],W[1],W[2],W[3]*this.opacity),W[3]<1&&(this.hasAlpha=!0)):a.push(.5,.5,.5,1),X=C?C[Y]:P?[(P[Y]-D)/(z-D),0]:O?O[R]:I?[(I[R]-D)/(z-D),0]:[(j[2]-D)/(z-D),0],u.push(X[0],X[1]),J=w?w[Y]:T[R],l.push(J[0],J[1],J[2]),h.push(R)}V+=1}}this.pointCount=q,this.edgeCount=H,this.triangleCount=V,this.pointPositions.update(y),this.pointColors.update(m),this.pointUVs.update(x),this.pointSizes.update(b),this.pointIds.update(new Uint32Array(_)),this.edgePositions.update(p),this.edgeColors.update(d),this.edgeUVs.update(v),this.edgeIds.update(new Uint32Array(g)),this.trianglePositions.update(i),this.triangleColors.update(a),this.triangleUVs.update(u),this.triangleNormals.update(l),this.triangleIds.update(new Uint32Array(h))}},k.drawTransparent=k.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var s={model:r,view:n,projection:i,inverseModel:w.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],contourColor:this.contourColor,texture:0};s.inverseModel=u(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var c=new Array(16);for(l(c,s.view,s.model),l(c,s.projection,c),u(c,c),o=0;o<3;++o)s.eyePosition[o]=c[12+o]/c[15];var f,h=c[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*c[4*o+3];for(o=0;o<3;++o){for(var p=c[12+o],d=0;d<3;++d)p+=c[4*d+o]*this.lightPosition[d];s.lightPosition[o]=p/h}this.triangleCount>0&&((f=this.triShader).bind(),f.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&this.lineWidth>0&&((f=this.lineShader).bind(),f.uniforms=s,this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0&&((f=this.pointShader).bind(),f.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind()),this.contourEnable&&this.contourCount>0&&this.contourLineWidth>0&&((f=this.contourShader).bind(),f.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind())},k.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s,l={model:r,view:n,projection:i,clipBounds:a,pickId:this.pickId/255};(s=this.pickShader).bind(),s.uniforms=l,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0&&((s=this.pointPickShader).bind(),s.uniforms=l,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind())},k.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;for(var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions,i=new Array(r.length),a=0;a<r.length;++a)i[a]=n[r[a]];var o=t.coord[0],s=t.coord[1];if(!this.pickVertex){var l=this.positions[r[0]],u=this.positions[r[1]],c=this.positions[r[2]],f=[(l[0]+u[0]+c[0])/3,(l[1]+u[1]+c[1])/3,(l[2]+u[2]+c[2])/3];return{_cellCenter:!0,position:[o,s],index:e,cell:r,cellId:e,intensity:this.intensity[e],dataCoordinate:f}}var h=v(i,[o*this.pixelRatio,this._resolution[1]-s*this.pixelRatio],this._model,this._view,this._projection,this._resolution);if(!h)return null;var p=h[2],d=0;for(a=0;a<r.length;++a)d+=p[a]*this.intensity[r[a]];return{position:h[1],index:r[h[0]],cell:r,cellId:e,intensity:d,dataCoordinate:this.positions[r[h[0]]]}},k.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.lineShader.dispose(),this.pointShader.dispose(),this.pickShader.dispose(),this.pointPickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleNormals.dispose(),this.triangleIds.dispose(),this.edgeVAO.dispose(),this.edgePositions.dispose(),this.edgeColors.dispose(),this.edgeUVs.dispose(),this.edgeIds.dispose(),this.pointVAO.dispose(),this.pointPositions.dispose(),this.pointColors.dispose(),this.pointUVs.dispose(),this.pointSizes.dispose(),this.pointIds.dispose(),this.contourVAO.dispose(),this.contourPositions.dispose(),this.contourShader.dispose()},t.exports=function(t,e){if(1===arguments.length&&(t=(e=t).gl),!(t.getExtension(\"OES_standard_derivatives\")||t.getExtension(\"MOZ_OES_standard_derivatives\")||t.getExtension(\"WEBKIT_OES_standard_derivatives\")))throw new Error(\"derivatives not supported\");var r=function(t){var e=n(t,g.vertex,g.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.normal.location=4,e}(t),s=function(t){var e=n(t,y.vertex,y.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e}(t),l=M(t),u=S(t),f=E(t),h=L(t),p=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));p.generateMipmap(),p.minFilter=t.LINEAR_MIPMAP_LINEAR,p.magFilter=t.LINEAR;var d=i(t),v=i(t),m=i(t),x=i(t),b=i(t),_=a(t,[{buffer:d,type:t.FLOAT,size:3},{buffer:b,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:v,type:t.FLOAT,size:4},{buffer:m,type:t.FLOAT,size:2},{buffer:x,type:t.FLOAT,size:3}]),w=i(t),k=i(t),A=i(t),C=i(t),P=a(t,[{buffer:w,type:t.FLOAT,size:3},{buffer:C,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:k,type:t.FLOAT,size:4},{buffer:A,type:t.FLOAT,size:2}]),O=i(t),I=i(t),D=i(t),z=i(t),R=i(t),F=a(t,[{buffer:O,type:t.FLOAT,size:3},{buffer:R,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:I,type:t.FLOAT,size:4},{buffer:D,type:t.FLOAT,size:2},{buffer:z,type:t.FLOAT,size:1}]),B=i(t),N=new T(t,p,r,s,l,u,f,h,d,b,v,m,x,_,w,C,k,A,P,O,R,I,D,z,F,B,a(t,[{buffer:B,type:t.FLOAT,size:3}]));return N.update(e),N}},4554:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl;return new o(t,n(e,[0,0,0,1,1,0,1,1]),i(e,a.boxVert,a.lineFrag))};var n=r(5827),i=r(5158),a=r(2709);function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,u=o.prototype;u.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},u.drawBox=(s=[0,0],l=[0,0],function(t,e,r,n,i){var a=this.plot,o=this.shader,u=a.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,o.uniforms.lo=s,o.uniforms.hi=l,o.uniforms.color=i,u.drawArrays(u.TRIANGLE_STRIP,0,4)}),u.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},3016:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl;return new s(t,n(e),i(e,o.gridVert,o.gridFrag),i(e,o.tickVert,o.gridFrag))};var n=r(5827),i=r(5158),a=r(5070),o=r(2709);function s(t,e,r,n){this.plot=t,this.vbo=e,this.shader=r,this.tickShader=n,this.ticks=[[],[]]}function l(t,e){return t-e}var u,c,f,h,p,d=s.prototype;d.draw=(u=[0,0],c=[0,0],f=[0,0],function(){for(var t=this.plot,e=this.vbo,r=this.shader,n=this.ticks,i=t.gl,a=t._tickBounds,o=t.dataBox,s=t.viewBox,l=t.gridLineWidth,h=t.gridLineColor,p=t.gridLineEnable,d=t.pixelRatio,v=0;v<2;++v){var g=a[v],y=a[v+2]-g,m=.5*(o[v+2]+o[v]),x=o[v+2]-o[v];c[v]=2*y/x,u[v]=2*(g-m)/x}r.bind(),e.bind(),r.attributes.dataCoord.pointer(),r.uniforms.dataShift=u,r.uniforms.dataScale=c;var b=0;for(v=0;v<2;++v){f[0]=f[1]=0,f[v]=1,r.uniforms.dataAxis=f,r.uniforms.lineWidth=l[v]/(s[v+2]-s[v])*d,r.uniforms.color=h[v];var _=6*n[v].length;p[v]&&_&&i.drawArrays(i.TRIANGLES,b,_),b+=_}}),d.drawTickMarks=function(){var t=[0,0],e=[0,0],r=[1,0],n=[0,1],i=[0,0],o=[0,0];return function(){for(var s=this.plot,u=this.vbo,c=this.tickShader,f=this.ticks,h=s.gl,p=s._tickBounds,d=s.dataBox,v=s.viewBox,g=s.pixelRatio,y=s.screenBox,m=y[2]-y[0],x=y[3]-y[1],b=v[2]-v[0],_=v[3]-v[1],w=0;w<2;++w){var T=p[w],k=p[w+2]-T,A=.5*(d[w+2]+d[w]),M=d[w+2]-d[w];e[w]=2*k/M,t[w]=2*(T-A)/M}e[0]*=b/m,t[0]*=b/m,e[1]*=_/x,t[1]*=_/x,c.bind(),u.bind(),c.attributes.dataCoord.pointer();var S=c.uniforms;S.dataShift=t,S.dataScale=e;var E=s.tickMarkLength,L=s.tickMarkWidth,C=s.tickMarkColor,P=6*f[0].length,O=Math.min(a.ge(f[0],(d[0]-p[0])/(p[2]-p[0]),l),f[0].length),I=Math.min(a.gt(f[0],(d[2]-p[0])/(p[2]-p[0]),l),f[0].length),D=0+6*O,z=6*Math.max(0,I-O),R=Math.min(a.ge(f[1],(d[1]-p[1])/(p[3]-p[1]),l),f[1].length),F=Math.min(a.gt(f[1],(d[3]-p[1])/(p[3]-p[1]),l),f[1].length),B=P+6*R,N=6*Math.max(0,F-R);i[0]=2*(v[0]-E[1])/m-1,i[1]=(v[3]+v[1])/x-1,o[0]=E[1]*g/m,o[1]=L[1]*g/x,N&&(S.color=C[1],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(v[2]+v[0])/m-1,i[1]=2*(v[1]-E[0])/x-1,o[0]=L[0]*g/m,o[1]=E[0]*g/x,z&&(S.color=C[0],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,D,z)),i[0]=2*(v[2]+E[3])/m-1,i[1]=(v[3]+v[1])/x-1,o[0]=E[3]*g/m,o[1]=L[3]*g/x,N&&(S.color=C[3],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(v[2]+v[0])/m-1,i[1]=2*(v[3]+E[2])/x-1,o[0]=L[2]*g/m,o[1]=E[2]*g/x,z&&(S.color=C[2],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,D,z))}}(),d.update=(h=[1,1,-1,-1,1,-1],p=[1,-1,1,1,-1,-1],function(t){for(var e=t.ticks,r=t.bounds,n=new Float32Array(18*(e[0].length+e[1].length)),i=(this.plot.zeroLineEnable,0),a=[[],[]],o=0;o<2;++o)for(var s=a[o],l=e[o],u=r[o],c=r[o+2],f=0;f<l.length;++f){var d=(l[f].x-u)/(c-u);s.push(d);for(var v=0;v<6;++v)n[i++]=d,n[i++]=h[v],n[i++]=p[v]}this.ticks=a,this.vbo.update(n)}),d.dispose=function(){this.vbo.dispose(),this.shader.dispose(),this.tickShader.dispose()}},1154:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl;return new o(t,n(e,[-1,-1,-1,1,1,-1,1,1]),i(e,a.lineVert,a.lineFrag))};var n=r(5827),i=r(5158),a=r(2709);function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,u=o.prototype;u.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},u.drawLine=(s=[0,0],l=[0,0],function(t,e,r,n,i,a){var o=this.plot,u=this.shader,c=o.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,u.uniforms.start=s,u.uniforms.end=l,u.uniforms.width=i*o.pixelRatio,u.uniforms.color=a,c.drawArrays(c.TRIANGLE_STRIP,0,4)}),u.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},2709:function(t,e,r){\"use strict\";var n=r(6832),i=n([\"precision lowp float;\\n#define GLSLIFY 1\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = vec4(color.xyz * color.w, color.w);\\n}\\n\"]);t.exports={lineVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 start, end;\\nuniform float width;\\n\\nvec2 perp(vec2 v) {\\n  return vec2(v.y, -v.x);\\n}\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  vec2 delta = normalize(perp(start - end));\\n  vec2 offset = mix(start, end, 0.5 * (coord.y+1.0));\\n  gl_Position = vec4(screen(offset + 0.5 * width * delta * coord.x), 0, 1);\\n}\\n\"]),lineFrag:i,textVert:n([\"#define GLSLIFY 1\\nattribute vec3 textCoordinate;\\n\\nuniform vec2 dataScale, dataShift, dataAxis, screenOffset, textScale;\\nuniform float angle;\\n\\nvoid main() {\\n  float dataOffset  = textCoordinate.z;\\n  vec2 glyphOffset  = textCoordinate.xy;\\n  mat2 glyphMatrix = mat2(cos(angle), sin(angle), -sin(angle), cos(angle));\\n  vec2 screenCoordinate = dataAxis * (dataScale * dataOffset + dataShift) +\\n    glyphMatrix * glyphOffset * textScale + screenOffset;\\n  gl_Position = vec4(screenCoordinate, 0, 1);\\n}\\n\"]),textFrag:i,gridVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale;\\nuniform float lineWidth;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  pos += 10.0 * dataCoord.y * vec2(dataAxis.y, -dataAxis.x) + dataCoord.z * lineWidth;\\n  gl_Position = vec4(pos, 0, 1);\\n}\\n\"]),gridFrag:i,boxVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 lo, hi;\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  gl_Position = vec4(screen(mix(lo, hi, coord)), 0, 1);\\n}\\n\"]),tickVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale, screenOffset, tickScale;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  gl_Position = vec4(pos + tickScale*dataCoord.yz + screenOffset, 0, 1);\\n}\\n\"])}},5613:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl;return new l(t,n(e),i(e,s.textVert,s.textFrag))};var n=r(5827),i=r(5158),a=r(6946),o=r(5070),s=r(2709);function l(t,e,r){this.plot=t,this.vbo=e,this.shader=r,this.tickOffset=[[],[]],this.tickX=[[],[]],this.labelOffset=[0,0],this.labelCount=[0,0]}var u,c,f,h,p,d,v=l.prototype;v.drawTicks=(u=[0,0],c=[0,0],f=[0,0],function(t){var e=this.plot,r=this.shader,n=this.tickX[t],i=this.tickOffset[t],a=e.gl,s=e.viewBox,l=e.dataBox,h=e.screenBox,p=e.pixelRatio,d=e.tickEnable,v=e.tickPad,g=e.tickColor,y=e.tickAngle,m=e.labelEnable,x=e.labelPad,b=e.labelColor,_=e.labelAngle,w=this.labelOffset[t],T=this.labelCount[t],k=o.lt(n,l[t]),A=o.le(n,l[t+2]);u[0]=u[1]=0,u[t]=1,c[t]=(s[2+t]+s[t])/(h[2+t]-h[t])-1;var M=2/h[2+(1^t)]-h[1^t];c[1^t]=M*s[1^t]-1,d[t]&&(c[1^t]-=M*p*v[t],k<A&&i[A]>i[k]&&(r.uniforms.dataAxis=u,r.uniforms.screenOffset=c,r.uniforms.color=g[t],r.uniforms.angle=y[t],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),m[t]&&T&&(c[1^t]-=M*p*x[t],r.uniforms.dataAxis=f,r.uniforms.screenOffset=c,r.uniforms.color=b[t],r.uniforms.angle=_[t],a.drawArrays(a.TRIANGLES,w,T)),c[1^t]=M*s[2+(1^t)]-1,d[t+2]&&(c[1^t]+=M*p*v[t+2],k<A&&i[A]>i[k]&&(r.uniforms.dataAxis=u,r.uniforms.screenOffset=c,r.uniforms.color=g[t+2],r.uniforms.angle=y[t+2],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),m[t+2]&&T&&(c[1^t]+=M*p*x[t+2],r.uniforms.dataAxis=f,r.uniforms.screenOffset=c,r.uniforms.color=b[t+2],r.uniforms.angle=_[t+2],a.drawArrays(a.TRIANGLES,w,T))}),v.drawTitle=function(){var t=[0,0],e=[0,0];return function(){var r=this.plot,n=this.shader,i=r.gl,a=r.screenBox,o=r.titleCenter,s=r.titleAngle,l=r.titleColor,u=r.pixelRatio;if(this.titleCount){for(var c=0;c<2;++c)e[c]=2*(o[c]*u-a[c])/(a[2+c]-a[c])-1;n.bind(),n.uniforms.dataAxis=t,n.uniforms.screenOffset=e,n.uniforms.angle=s,n.uniforms.color=l,i.drawArrays(i.TRIANGLES,this.titleOffset,this.titleCount)}}}(),v.bind=(h=[0,0],p=[0,0],d=[0,0],function(){var t=this.plot,e=this.shader,r=t._tickBounds,n=t.dataBox,i=t.screenBox,a=t.viewBox;e.bind();for(var o=0;o<2;++o){var s=r[o],l=r[o+2]-s,u=.5*(n[o+2]+n[o]),c=n[o+2]-n[o],f=a[o],v=a[o+2]-f,g=i[o],y=i[o+2]-g;p[o]=2*l/c*v/y,h[o]=2*(s-u)/c*v/y}d[1]=2*t.pixelRatio/(i[3]-i[1]),d[0]=d[1]*(i[3]-i[1])/(i[2]-i[0]),e.uniforms.dataScale=p,e.uniforms.dataShift=h,e.uniforms.textScale=d,this.vbo.bind(),e.attributes.textCoordinate.pointer()}),v.update=function(t){var e,r,n,i,o,s=[],l=t.ticks,u=t.bounds;for(o=0;o<2;++o){var c=[Math.floor(s.length/3)],f=[-1/0],h=l[o];for(e=0;e<h.length;++e){var p=h[e],d=p.x,v=p.text,g=p.font||\"sans-serif\";i=p.fontSize||12;for(var y=1/(u[o+2]-u[o]),m=u[o],x=v.split(\"\\n\"),b=0;b<x.length;b++)for(n=a(g,x[b]).data,r=0;r<n.length;r+=2)s.push(n[r]*i,-n[r+1]*i-b*i*1.2,(d-m)*y);c.push(Math.floor(s.length/3)),f.push(d)}this.tickOffset[o]=c,this.tickX[o]=f}for(o=0;o<2;++o){for(this.labelOffset[o]=Math.floor(s.length/3),n=a(t.labelFont[o],t.labels[o],{textAlign:\"center\"}).data,i=t.labelSize[o],e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.labelCount[o]=Math.floor(s.length/3)-this.labelOffset[o]}for(this.titleOffset=Math.floor(s.length/3),n=a(t.titleFont,t.title).data,i=t.titleSize,e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.titleCount=Math.floor(s.length/3)-this.titleOffset,this.vbo.update(s)},v.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},2117:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl,r=new l(e,n(e,[e.drawingBufferWidth,e.drawingBufferHeight]));return r.grid=i(r),r.text=a(r),r.line=o(r),r.box=s(r),r.update(t),r};var n=r(2611),i=r(3016),a=r(5613),o=r(1154),s=r(4554);function l(t,e){this.gl=t,this.pickBuffer=e,this.screenBox=[0,0,t.drawingBufferWidth,t.drawingBufferHeight],this.viewBox=[0,0,0,0],this.dataBox=[-10,-10,10,10],this.gridLineEnable=[!0,!0],this.gridLineWidth=[1,1],this.gridLineColor=[[0,0,0,1],[0,0,0,1]],this.pixelRatio=1,this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickEnable=[!0,!0,!0,!0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[15,15,15,15],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelEnable=[!0,!0,!0,!0],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.titleCenter=[0,0],this.titleEnable=!0,this.titleAngle=0,this.titleColor=[0,0,0,1],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[4,4],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderLineEnable=[!0,!0,!0,!0],this.borderLineWidth=[2,2,2,2],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.grid=null,this.text=null,this.line=null,this.box=null,this.objects=[],this.overlays=[],this._tickBounds=[1/0,1/0,-1/0,-1/0],this.static=!1,this.dirty=!1,this.pickDirty=!1,this.pickDelay=120,this.pickRadius=10,this._pickTimeout=null,this._drawPick=this.drawPick.bind(this),this._depthCounter=0}var u=l.prototype;function c(t){for(var e=t.slice(),r=0;r<e.length;++r)e[r]=e[r].slice();return e}function f(t,e){return t.x-e.x}u.setDirty=function(){this.dirty=this.pickDirty=!0},u.setOverlayDirty=function(){this.dirty=!0},u.nextDepthValue=function(){return this._depthCounter++/65536},u.draw=function(){var t=this.gl,e=this.screenBox,r=this.viewBox,n=this.dataBox,i=this.pixelRatio,a=this.grid,o=this.line,s=this.text,l=this.objects;if(this._depthCounter=0,this.pickDirty&&(this._pickTimeout&&clearTimeout(this._pickTimeout),this.pickDirty=!1,this._pickTimeout=setTimeout(this._drawPick,this.pickDelay)),this.dirty){if(this.dirty=!1,t.bindFramebuffer(t.FRAMEBUFFER,null),t.enable(t.SCISSOR_TEST),t.disable(t.DEPTH_TEST),t.depthFunc(t.LESS),t.depthMask(!1),t.enable(t.BLEND),t.blendEquation(t.FUNC_ADD,t.FUNC_ADD),t.blendFunc(t.ONE,t.ONE_MINUS_SRC_ALPHA),this.borderColor){t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]);var u=this.borderColor;t.clearColor(u[0]*u[3],u[1]*u[3],u[2]*u[3],u[3]),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT)}t.scissor(r[0],r[1],r[2]-r[0],r[3]-r[1]),t.viewport(r[0],r[1],r[2]-r[0],r[3]-r[1]);var c=this.backgroundColor;t.clearColor(c[0]*c[3],c[1]*c[3],c[2]*c[3],c[3]),t.clear(t.COLOR_BUFFER_BIT),a.draw();var f=this.zeroLineEnable,h=this.zeroLineColor,p=this.zeroLineWidth;if(f[0]||f[1]){o.bind();for(var d=0;d<2;++d)if(f[d]&&n[d]<=0&&n[d+2]>=0){var v=e[d]-n[d]*(e[d+2]-e[d])/(n[d+2]-n[d]);0===d?o.drawLine(v,e[1],v,e[3],p[d],h[d]):o.drawLine(e[0],v,e[2],v,p[d],h[d])}}for(d=0;d<l.length;++d)l[d].draw();t.viewport(e[0],e[1],e[2]-e[0],e[3]-e[1]),t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]),this.grid.drawTickMarks(),o.bind();var g=this.borderLineEnable,y=this.borderLineWidth,m=this.borderLineColor;for(g[1]&&o.drawLine(r[0],r[1]-.5*y[1]*i,r[0],r[3]+.5*y[3]*i,y[1],m[1]),g[0]&&o.drawLine(r[0]-.5*y[0]*i,r[1],r[2]+.5*y[2]*i,r[1],y[0],m[0]),g[3]&&o.drawLine(r[2],r[1]-.5*y[1]*i,r[2],r[3]+.5*y[3]*i,y[3],m[3]),g[2]&&o.drawLine(r[0]-.5*y[0]*i,r[3],r[2]+.5*y[2]*i,r[3],y[2],m[2]),s.bind(),d=0;d<2;++d)s.drawTicks(d);this.titleEnable&&s.drawTitle();var x=this.overlays;for(d=0;d<x.length;++d)x[d].draw();t.disable(t.SCISSOR_TEST),t.disable(t.BLEND),t.depthMask(!0)}},u.drawPick=function(){if(!this.static){var t=this.pickBuffer;this.gl,this._pickTimeout=null,t.begin();for(var e=1,r=this.objects,n=0;n<r.length;++n)e=r[n].drawPick(e);t.end()}},u.pick=function(t,e){if(!this.static){var r=this.pixelRatio,n=this.pickPixelRatio,i=this.viewBox,a=0|Math.round((t-i[0]/r)*n),o=0|Math.round((e-i[1]/r)*n),s=this.pickBuffer.query(a,o,this.pickRadius);if(!s)return null;for(var l=s.id+(s.value[0]<<8)+(s.value[1]<<16)+(s.value[2]<<24),u=this.objects,c=0;c<u.length;++c){var f=u[c].pick(a,o,l);if(f)return f}return null}},u.setScreenBox=function(t){var e=this.screenBox,r=this.pixelRatio;e[0]=0|Math.round(t[0]*r),e[1]=0|Math.round(t[1]*r),e[2]=0|Math.round(t[2]*r),e[3]=0|Math.round(t[3]*r),this.setDirty()},u.setDataBox=function(t){var e=this.dataBox;(e[0]!==t[0]||e[1]!==t[1]||e[2]!==t[2]||e[3]!==t[3])&&(e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],this.setDirty())},u.setViewBox=function(t){var e=this.pixelRatio,r=this.viewBox;r[0]=0|Math.round(t[0]*e),r[1]=0|Math.round(t[1]*e),r[2]=0|Math.round(t[2]*e),r[3]=0|Math.round(t[3]*e);var n=this.pickPixelRatio;this.pickBuffer.shape=[0|Math.round((t[2]-t[0])*n),0|Math.round((t[3]-t[1])*n)],this.setDirty()},u.update=function(t){t=t||{};var e=this.gl;this.pixelRatio=t.pixelRatio||1;var r=this.pixelRatio;this.pickPixelRatio=Math.max(r,1),this.setScreenBox(t.screenBox||[0,0,e.drawingBufferWidth/r,e.drawingBufferHeight/r]),this.screenBox,this.setViewBox(t.viewBox||[.125*(this.screenBox[2]-this.screenBox[0])/r,.125*(this.screenBox[3]-this.screenBox[1])/r,.875*(this.screenBox[2]-this.screenBox[0])/r,.875*(this.screenBox[3]-this.screenBox[1])/r]);var n=this.viewBox,i=(n[2]-n[0])/(n[3]-n[1]);this.setDataBox(t.dataBox||[-10,-10/i,10,10/i]),this.borderColor=!1!==t.borderColor&&(t.borderColor||[0,0,0,0]).slice(),this.backgroundColor=(t.backgroundColor||[0,0,0,0]).slice(),this.gridLineEnable=(t.gridLineEnable||[!0,!0]).slice(),this.gridLineWidth=(t.gridLineWidth||[1,1]).slice(),this.gridLineColor=c(t.gridLineColor||[[.5,.5,.5,1],[.5,.5,.5,1]]),this.zeroLineEnable=(t.zeroLineEnable||[!0,!0]).slice(),this.zeroLineWidth=(t.zeroLineWidth||[4,4]).slice(),this.zeroLineColor=c(t.zeroLineColor||[[0,0,0,1],[0,0,0,1]]),this.tickMarkLength=(t.tickMarkLength||[0,0,0,0]).slice(),this.tickMarkWidth=(t.tickMarkWidth||[0,0,0,0]).slice(),this.tickMarkColor=c(t.tickMarkColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.titleCenter=(t.titleCenter||[.5*(n[0]+n[2])/r,(n[3]+120)/r]).slice(),this.titleEnable=!(\"titleEnable\"in t)||!!t.titleEnable,this.titleAngle=t.titleAngle||0,this.titleColor=(t.titleColor||[0,0,0,1]).slice(),this.labelPad=(t.labelPad||[15,15,15,15]).slice(),this.labelAngle=(t.labelAngle||[0,Math.PI/2,0,3*Math.PI/2]).slice(),this.labelEnable=(t.labelEnable||[!0,!0,!0,!0]).slice(),this.labelColor=c(t.labelColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.tickPad=(t.tickPad||[15,15,15,15]).slice(),this.tickAngle=(t.tickAngle||[0,0,0,0]).slice(),this.tickEnable=(t.tickEnable||[!0,!0,!0,!0]).slice(),this.tickColor=c(t.tickColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.borderLineEnable=(t.borderLineEnable||[!0,!0,!0,!0]).slice(),this.borderLineWidth=(t.borderLineWidth||[2,2,2,2]).slice(),this.borderLineColor=c(t.borderLineColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]);var a=t.ticks||[[],[]],o=this._tickBounds;o[0]=o[1]=1/0,o[2]=o[3]=-1/0;for(var s=0;s<2;++s){var l=a[s].slice(0);0!==l.length&&(l.sort(f),o[s]=Math.min(o[s],l[0].x),o[s+2]=Math.max(o[s+2],l[l.length-1].x))}this.grid.update({bounds:o,ticks:a}),this.text.update({bounds:o,ticks:a,labels:t.labels||[\"x\",\"y\"],labelSize:t.labelSize||[12,12],labelFont:t.labelFont||[\"sans-serif\",\"sans-serif\"],title:t.title||\"\",titleSize:t.titleSize||18,titleFont:t.titleFont||\"sans-serif\"}),this.static=!!t.static,this.setDirty()},u.dispose=function(){this.box.dispose(),this.grid.dispose(),this.text.dispose(),this.line.dispose();for(var t=this.objects.length-1;t>=0;--t)this.objects[t].dispose();for(this.objects.length=0,t=this.overlays.length-1;t>=0;--t)this.overlays[t].dispose();this.overlays.length=0,this.gl=null},u.addObject=function(t){this.objects.indexOf(t)<0&&(this.objects.push(t),this.setDirty())},u.removeObject=function(t){for(var e=this.objects,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setDirty();break}},u.addOverlay=function(t){this.overlays.indexOf(t)<0&&(this.overlays.push(t),this.setOverlayDirty())},u.removeOverlay=function(t){for(var e=this.overlays,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setOverlayDirty();break}}},4296:function(t,e,r){\"use strict\";t.exports=function(t,e){t=t||document.body;var r=[.01,1/0];\"distanceLimits\"in(e=e||{})&&(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]),\"zoomMin\"in e&&(r[0]=e.zoomMin),\"zoomMax\"in e&&(r[1]=e.zoomMax);var u=i({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||\"orbit\",distanceLimits:r}),c=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],f=0,h=t.clientWidth,p=t.clientHeight,d={keyBindingMode:\"rotate\",enableWheel:!0,view:u,element:t,delay:e.delay||16,rotateSpeed:e.rotateSpeed||1,zoomSpeed:e.zoomSpeed||1,translateSpeed:e.translateSpeed||1,flipX:!!e.flipX,flipY:!!e.flipY,modes:u.modes,_ortho:e._ortho||e.projection&&\"orthographic\"===e.projection.type||!1,tick:function(){var e=n(),r=this.delay,i=e-2*r;u.idle(e-r),u.recalcMatrix(i),u.flush(e-(100+2*r));for(var a=!0,o=u.computedMatrix,s=0;s<16;++s)a=a&&c[s]===o[s],c[s]=o[s];var l=t.clientWidth===h&&t.clientHeight===p;return h=t.clientWidth,p=t.clientHeight,a?!l:(f=Math.exp(u.computedRadius[0]),!0)},lookAt:function(t,e,r){u.lookAt(u.lastT(),t,e,r)},rotate:function(t,e,r){u.rotate(u.lastT(),t,e,r)},pan:function(t,e,r){u.pan(u.lastT(),t,e,r)},translate:function(t,e,r){u.translate(u.lastT(),t,e,r)}};return Object.defineProperties(d,{matrix:{get:function(){return u.computedMatrix},set:function(t){return u.setMatrix(u.lastT(),t),u.computedMatrix},enumerable:!0},mode:{get:function(){return u.getMode()},set:function(t){var e=u.computedUp.slice(),r=u.computedEye.slice(),i=u.computedCenter.slice();if(u.setMode(t),\"turntable\"===t){var a=n();u._active.lookAt(a,r,i,e),u._active.lookAt(a+500,r,i,[0,0,1]),u._active.flush(a)}return u.getMode()},enumerable:!0},center:{get:function(){return u.computedCenter},set:function(t){return u.lookAt(u.lastT(),null,t),u.computedCenter},enumerable:!0},eye:{get:function(){return u.computedEye},set:function(t){return u.lookAt(u.lastT(),t),u.computedEye},enumerable:!0},up:{get:function(){return u.computedUp},set:function(t){return u.lookAt(u.lastT(),null,null,t),u.computedUp},enumerable:!0},distance:{get:function(){return f},set:function(t){return u.setDistance(u.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return u.getDistanceLimits(r)},set:function(t){return u.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener(\"contextmenu\",(function(t){return t.preventDefault(),!1})),d._lastX=-1,d._lastY=-1,d._lastMods={shift:!1,control:!1,alt:!1,meta:!1},d.enableMouseListeners=function(){function e(e,r,i,a){var o=d.keyBindingMode;if(!1!==o){var s=\"rotate\"===o,l=\"pan\"===o,c=\"zoom\"===o,h=!!a.control,p=!!a.alt,v=!!a.shift,g=!!(1&e),y=!!(2&e),m=!!(4&e),x=1/t.clientHeight,b=x*(r-d._lastX),_=x*(i-d._lastY),w=d.flipX?1:-1,T=d.flipY?1:-1,k=Math.PI*d.rotateSpeed,A=n();if(-1!==d._lastX&&-1!==d._lastY&&((s&&g&&!h&&!p&&!v||g&&!h&&!p&&v)&&u.rotate(A,w*k*b,-T*k*_,0),(l&&g&&!h&&!p&&!v||y||g&&h&&!p&&!v)&&u.pan(A,-d.translateSpeed*b*f,d.translateSpeed*_*f,0),c&&g&&!h&&!p&&!v||m||g&&!h&&p&&!v)){var M=-d.zoomSpeed*_/window.innerHeight*(A-u.lastT())*100;u.pan(A,0,0,f*(Math.exp(M)-1))}return d._lastX=r,d._lastY=i,d._lastMods=a,!0}}d.mouseListener=a(t,e),t.addEventListener(\"touchstart\",(function(r){var n=s(r.changedTouches[0],t);e(0,n[0],n[1],d._lastMods),e(1,n[0],n[1],d._lastMods)}),!!l&&{passive:!0}),t.addEventListener(\"touchmove\",(function(r){var n=s(r.changedTouches[0],t);e(1,n[0],n[1],d._lastMods),r.preventDefault()}),!!l&&{passive:!1}),t.addEventListener(\"touchend\",(function(t){e(0,d._lastX,d._lastY,d._lastMods)}),!!l&&{passive:!0}),d.wheelListener=o(t,(function(t,e){if(!1!==d.keyBindingMode&&d.enableWheel){var r=d.flipX?1:-1,i=d.flipY?1:-1,a=n();if(Math.abs(t)>Math.abs(e))u.rotate(a,0,0,-t*r*Math.PI*d.rotateSpeed/window.innerWidth);else if(!d._ortho){var o=-d.zoomSpeed*i*e/window.innerHeight*(a-u.lastT())/20;u.pan(a,0,0,f*(Math.exp(o)-1))}}}),!0)},d.enableMouseListeners(),d};var n=r(8161),i=r(1152),a=r(6145),o=r(6475),s=r(2565),l=r(5233)},8245:function(t,e,r){var n=r(6832),i=r(5158),a=n([\"precision mediump float;\\n#define GLSLIFY 1\\nattribute vec2 position;\\nvarying vec2 uv;\\nvoid main() {\\n  uv = position;\\n  gl_Position = vec4(position, 0, 1);\\n}\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D accumBuffer;\\nvarying vec2 uv;\\n\\nvoid main() {\\n  vec4 accum = texture2D(accumBuffer, 0.5 * (uv + 1.0));\\n  gl_FragColor = min(vec4(1,1,1,1), accum);\\n}\"]);t.exports=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec2\"}])}},1059:function(t,e,r){\"use strict\";var n=r(4296),i=r(7453),a=r(2771),o=r(6496),s=r(2611),l=r(4234),u=r(8126),c=r(6145),f=r(1120),h=r(5268),p=r(8245),d=r(2321)({tablet:!0,featureDetect:!0});function v(){this.mouse=[-1,-1],this.screen=null,this.distance=1/0,this.index=null,this.dataCoordinate=null,this.dataPosition=null,this.object=null,this.data=null}function g(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(e<0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}return e>0?(r=Math.round(Math.pow(10,e)),Math.ceil(t/r)*r):Math.ceil(t)}function y(t){return\"boolean\"!=typeof t||t}t.exports={createScene:function(t){(t=t||{}).camera=t.camera||{};var e=t.canvas;e||(e=document.createElement(\"canvas\"),t.container?t.container.appendChild(e):document.body.appendChild(e));var r=t.gl;if(r||(t.glOptions&&(d=!!t.glOptions.preserveDrawingBuffer),r=function(t,e){var r=null;try{(r=t.getContext(\"webgl\",e))||(r=t.getContext(\"experimental-webgl\",e))}catch(t){return null}return r}(e,t.glOptions||{premultipliedAlpha:!0,antialias:!0,preserveDrawingBuffer:d})),!r)throw new Error(\"webgl not supported\");var m=t.bounds||[[-10,-10,-10],[10,10,10]],x=new v,b=l(r,r.drawingBufferWidth,r.drawingBufferHeight,{preferFloat:!d}),_=p(r),w=t.cameraObject&&!0===t.cameraObject._ortho||t.camera.projection&&\"orthographic\"===t.camera.projection.type||!1,T={eye:t.camera.eye||[2,0,0],center:t.camera.center||[0,0,0],up:t.camera.up||[0,1,0],zoomMin:t.camera.zoomMax||.1,zoomMax:t.camera.zoomMin||100,mode:t.camera.mode||\"turntable\",_ortho:w},k=t.axes||{},A=i(r,k);A.enable=!k.disable;var M=t.spikes||{},S=o(r,M),E=[],L=[],C=[],P=[],O=!0,I=!0,D={view:null,projection:new Array(16),model:new Array(16),_ortho:!1},z=(I=!0,[r.drawingBufferWidth,r.drawingBufferHeight]),R=t.cameraObject||n(e,T),F={gl:r,contextLost:!1,pixelRatio:t.pixelRatio||1,canvas:e,selection:x,camera:R,axes:A,axesPixels:null,spikes:S,bounds:m,objects:E,shape:z,aspect:t.aspectRatio||[1,1,1],pickRadius:t.pickRadius||10,zNear:t.zNear||.01,zFar:t.zFar||1e3,fovy:t.fovy||Math.PI/4,clearColor:t.clearColor||[0,0,0,0],autoResize:y(t.autoResize),autoBounds:y(t.autoBounds),autoScale:!!t.autoScale,autoCenter:y(t.autoCenter),clipToBounds:y(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:D,oncontextloss:null,mouseListener:null,_stopped:!1,getAspectratio:function(){return{x:this.aspect[0],y:this.aspect[1],z:this.aspect[2]}},setAspectratio:function(t){this.aspect[0]=t.x,this.aspect[1]=t.y,this.aspect[2]=t.z,I=!0},setBounds:function(t,e){this.bounds[0][t]=e.min,this.bounds[1][t]=e.max},setClearColor:function(t){this.clearColor=t},clearRGBA:function(){this.gl.clearColor(this.clearColor[0],this.clearColor[1],this.clearColor[2],this.clearColor[3]),this.gl.clear(this.gl.COLOR_BUFFER_BIT|this.gl.DEPTH_BUFFER_BIT)}},B=[r.drawingBufferWidth/F.pixelRatio|0,r.drawingBufferHeight/F.pixelRatio|0];function N(){if(!F._stopped&&F.autoResize){var t=e.parentNode,r=1,n=1;t&&t!==document.body?(r=t.clientWidth,n=t.clientHeight):(r=window.innerWidth,n=window.innerHeight);var i=0|Math.ceil(r*F.pixelRatio),a=0|Math.ceil(n*F.pixelRatio);if(i!==e.width||a!==e.height){e.width=i,e.height=a;var o=e.style;o.position=o.position||\"absolute\",o.left=\"0px\",o.top=\"0px\",o.width=r+\"px\",o.height=n+\"px\",O=!0}}}function j(){for(var t=E.length,e=P.length,n=0;n<e;++n)C[n]=0;t:for(n=0;n<t;++n){var i=E[n],a=i.pickSlots;if(a){for(var o=0;o<e;++o)if(C[o]+a<255){L[n]=o,i.setPickBase(C[o]+1),C[o]+=a;continue t}var l=s(r,z);L[n]=e,P.push(l),C.push(a),i.setPickBase(1),e+=1}else L[n]=-1}for(;e>0&&0===C[e-1];)C.pop(),P.pop().dispose()}function U(){if(F.contextLost)return!0;r.isContextLost()&&(F.contextLost=!0,F.mouseListener.enabled=!1,F.selection.object=null,F.oncontextloss&&F.oncontextloss())}F.autoResize&&N(),window.addEventListener(\"resize\",N),F.update=function(t){F._stopped||(t=t||{},O=!0,I=!0)},F.add=function(t){F._stopped||(t.axes=A,E.push(t),L.push(-1),O=!0,I=!0,j())},F.remove=function(t){if(!F._stopped){var e=E.indexOf(t);e<0||(E.splice(e,1),L.pop(),O=!0,I=!0,j())}},F.dispose=function(){if(!F._stopped&&(F._stopped=!0,window.removeEventListener(\"resize\",N),e.removeEventListener(\"webglcontextlost\",U),F.mouseListener.enabled=!1,!F.contextLost)){A.dispose(),S.dispose();for(var t=0;t<E.length;++t)E[t].dispose();for(b.dispose(),t=0;t<P.length;++t)P[t].dispose();_.dispose(),r=null,A=null,S=null,E=[]}},F._mouseRotating=!1,F._prevButtons=0,F.enableMouseListeners=function(){F.mouseListener=c(e,(function(t,e,r){if(!F._stopped){var n=P.length,i=E.length,a=x.object;x.distance=1/0,x.mouse[0]=e,x.mouse[1]=r,x.object=null,x.screen=null,x.dataCoordinate=x.dataPosition=null;var o=!1;if(t&&F._prevButtons)F._mouseRotating=!0;else{F._mouseRotating&&(I=!0),F._mouseRotating=!1;for(var s=0;s<n;++s){var l=P[s].query(e,B[1]-r-1,F.pickRadius);if(l){if(l.distance>x.distance)continue;for(var u=0;u<i;++u){var c=E[u];if(L[u]===s){var f=c.pick(l);f&&(x.buttons=t,x.screen=l.coord,x.distance=l.distance,x.object=c,x.index=f.distance,x.dataPosition=f.position,x.dataCoordinate=f.dataCoordinate,x.data=f,o=!0)}}}}}a&&a!==x.object&&(a.highlight&&a.highlight(null),O=!0),x.object&&(x.object.highlight&&x.object.highlight(x.data),O=!0),(o=o||x.object!==a)&&F.onselect&&F.onselect(x),1&t&&!(1&F._prevButtons)&&F.onclick&&F.onclick(x),F._prevButtons=t}}))},e.addEventListener(\"webglcontextlost\",U);var V=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],H=[V[0].slice(),V[1].slice()];function q(){if(!U()){N();var t=F.camera.tick();D.view=F.camera.matrix,O=O||t,I=I||t,A.pixelRatio=F.pixelRatio,S.pixelRatio=F.pixelRatio;var e=E.length,n=V[0],i=V[1];n[0]=n[1]=n[2]=1/0,i[0]=i[1]=i[2]=-1/0;for(var o=0;o<e;++o){(C=E[o]).pixelRatio=F.pixelRatio,C.axes=F.axes,O=O||!!C.dirty,I=I||!!C.dirty;var s=C.bounds;if(s)for(var l=s[0],c=s[1],p=0;p<3;++p)n[p]=Math.min(n[p],l[p]),i[p]=Math.max(i[p],c[p])}var d=F.bounds;if(F.autoBounds)for(p=0;p<3;++p){if(i[p]<n[p])n[p]=-1,i[p]=1;else{n[p]===i[p]&&(n[p]-=1,i[p]+=1);var v=.05*(i[p]-n[p]);n[p]=n[p]-v,i[p]=i[p]+v}d[0][p]=n[p],d[1][p]=i[p]}var y=!1;for(p=0;p<3;++p)y=y||H[0][p]!==d[0][p]||H[1][p]!==d[1][p],H[0][p]=d[0][p],H[1][p]=d[1][p];if(I=I||y,O=O||y){if(y){var m=[0,0,0];for(o=0;o<3;++o)m[o]=g((d[1][o]-d[0][o])/10);A.autoTicks?A.update({bounds:d,tickSpacing:m}):A.update({bounds:d})}var T=r.drawingBufferWidth,k=r.drawingBufferHeight;for(z[0]=T,z[1]=k,B[0]=0|Math.max(T/F.pixelRatio,1),B[1]=0|Math.max(k/F.pixelRatio,1),function(t,e){var r=t.bounds,n=t.cameraParams,i=n.projection,a=n.model,o=t.gl.drawingBufferWidth,s=t.gl.drawingBufferHeight,l=t.zNear,u=t.zFar,c=t.fovy,p=o/s;e?(h(i,-p,p,-1,1,l,u),n._ortho=!0):(f(i,c,p,l,u),n._ortho=!1);for(var d=0;d<16;++d)a[d]=0;a[15]=1;var v=0;for(d=0;d<3;++d)v=Math.max(v,r[1][d]-r[0][d]);for(d=0;d<3;++d)t.autoScale?a[5*d]=t.aspect[d]/(r[1][d]-r[0][d]):a[5*d]=1/v,t.autoCenter&&(a[12+d]=.5*-a[5*d]*(r[0][d]+r[1][d]))}(F,w),o=0;o<e;++o)(C=E[o]).axesBounds=d,F.clipToBounds&&(C.clipBounds=d);x.object&&(F.snapToData?S.position=x.dataCoordinate:S.position=x.dataPosition,S.bounds=d),I&&(I=!1,function(){if(!U()){r.colorMask(!0,!0,!0,!0),r.depthMask(!0),r.disable(r.BLEND),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL);for(var t=E.length,e=P.length,n=0;n<e;++n){var i=P[n];i.shape=B,i.begin();for(var a=0;a<t;++a)if(L[a]===n){var o=E[a];o.drawPick&&(o.pixelRatio=1,o.drawPick(D))}i.end()}}}()),F.axesPixels=a(F.axes,D,T,k),F.onrender&&F.onrender(),r.bindFramebuffer(r.FRAMEBUFFER,null),r.viewport(0,0,T,k),F.clearRGBA(),r.depthMask(!0),r.colorMask(!0,!0,!0,!0),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL),r.disable(r.BLEND),r.disable(r.CULL_FACE);var M=!1;for(A.enable&&(M=M||A.isTransparent(),A.draw(D)),S.axes=A,x.object&&S.draw(D),r.disable(r.CULL_FACE),o=0;o<e;++o)(C=E[o]).axes=A,C.pixelRatio=F.pixelRatio,C.isOpaque&&C.isOpaque()&&C.draw(D),C.isTransparent&&C.isTransparent()&&(M=!0);if(M){for(b.shape=z,b.bind(),r.clear(r.DEPTH_BUFFER_BIT),r.colorMask(!1,!1,!1,!1),r.depthMask(!0),r.depthFunc(r.LESS),A.enable&&A.isTransparent()&&A.drawTransparent(D),o=0;o<e;++o)(C=E[o]).isOpaque&&C.isOpaque()&&C.draw(D);for(r.enable(r.BLEND),r.blendEquation(r.FUNC_ADD),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.colorMask(!0,!0,!0,!0),r.depthMask(!1),r.clearColor(0,0,0,0),r.clear(r.COLOR_BUFFER_BIT),A.isTransparent()&&A.drawTransparent(D),o=0;o<e;++o){var C;(C=E[o]).isTransparent&&C.isTransparent()&&C.drawTransparent(D)}r.bindFramebuffer(r.FRAMEBUFFER,null),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.disable(r.DEPTH_TEST),_.bind(),b.color[0].bind(0),_.uniforms.accumBuffer=0,u(r),r.disable(r.BLEND)}for(O=!1,o=0;o<e;++o)E[o].dirty=!1}}}return F.enableMouseListeners(),function t(){F._stopped||F.contextLost||(q(),requestAnimationFrame(t))}(),F.redraw=function(){F._stopped||(O=!0,q())},F},createCamera:n}},8023:function(t,e,r){var n=r(6832);e.pointVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform float pointCloud;\\n\\nhighp float rand(vec2 co) {\\n  highp float a = 12.9898;\\n  highp float b = 78.233;\\n  highp float c = 43758.5453;\\n  highp float d = dot(co.xy, vec2(a, b));\\n  highp float e = mod(d, 3.14);\\n  return fract(sin(e) * c);\\n}\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n    // if we don't jitter the point size a bit, overall point cloud\\n    // saturation 'jumps' on zooming, which is disturbing and confusing\\n  gl_PointSize = pointSize * ((19.5 + rand(position)) / 20.0);\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    // get the same square surface as circle would be\\n    gl_PointSize *= 0.886;\\n  }\\n}\"]),e.pointFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color, borderColor;\\nuniform float centerFraction;\\nuniform float pointCloud;\\n\\nvoid main() {\\n  float radius;\\n  vec4 baseColor;\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    if(centerFraction == 1.0) {\\n      gl_FragColor = color;\\n    } else {\\n      gl_FragColor = mix(borderColor, color, centerFraction);\\n    }\\n  } else {\\n    radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n    if(radius > 1.0) {\\n      discard;\\n    }\\n    baseColor = mix(borderColor, color, step(radius, centerFraction));\\n    gl_FragColor = vec4(baseColor.rgb * baseColor.a, baseColor.a);\\n  }\\n}\\n\"]),e.pickVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform vec4 pickOffset;\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n  gl_PointSize = pointSize;\\n\\n  vec4 id = pickId + pickOffset;\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  fragId = id;\\n}\\n\"]),e.pickFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  float radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n  if(radius > 1.0) {\\n    discard;\\n  }\\n  gl_FragColor = fragId / 255.0;\\n}\\n\"])},8271:function(t,e,r){\"use strict\";var n=r(5158),i=r(5827),a=r(5306),o=r(8023);function s(t,e,r,n,i){this.plot=t,this.offsetBuffer=e,this.pickBuffer=r,this.shader=n,this.pickShader=i,this.sizeMin=.5,this.sizeMinCap=2,this.sizeMax=20,this.areaRatio=1,this.pointCount=0,this.color=[1,0,0,1],this.borderColor=[0,0,0,1],this.blend=!1,this.pickOffset=0,this.points=null}t.exports=function(t,e){var r=t.gl,a=new s(t,i(r),i(r),n(r,o.pointVertex,o.pointFragment),n(r,o.pickVertex,o.pickFragment));return a.update(e),t.addObject(a),a};var l,u,c=s.prototype;c.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.offsetBuffer.dispose(),this.pickBuffer.dispose(),this.plot.removeObject(this)},c.update=function(t){var e;function r(e,r){return e in t?t[e]:r}t=t||{},this.sizeMin=r(\"sizeMin\",.5),this.sizeMax=r(\"sizeMax\",20),this.color=r(\"color\",[1,0,0,1]).slice(),this.areaRatio=r(\"areaRatio\",1),this.borderColor=r(\"borderColor\",[0,0,0,1]).slice(),this.blend=r(\"blend\",!1);var n=t.positions.length>>>1,i=t.positions instanceof Float32Array,o=t.idToIndex instanceof Int32Array&&t.idToIndex.length>=n,s=t.positions,l=i?s:a.mallocFloat32(s.length),u=o?t.idToIndex:a.mallocInt32(n);if(i||l.set(s),!o)for(l.set(s),e=0;e<n;e++)u[e]=e;this.points=s,this.offsetBuffer.update(l),this.pickBuffer.update(u),i||a.free(l),o||a.free(u),this.pointCount=n,this.pickOffset=0},c.unifiedDraw=(l=[1,0,0,0,1,0,0,0,1],u=[0,0,0,0],function(t){var e=void 0!==t,r=e?this.pickShader:this.shader,n=this.plot.gl,i=this.plot.dataBox;if(0===this.pointCount)return t;var a=i[2]-i[0],o=i[3]-i[1],s=function(t,e){var r,n=0,i=t.length>>>1;for(r=0;r<i;r++){var a=t[2*r],o=t[2*r+1];a>=e[0]&&a<=e[2]&&o>=e[1]&&o<=e[3]&&n++}return n}(this.points,i),c=this.plot.pickPixelRatio*Math.max(Math.min(this.sizeMinCap,this.sizeMin),Math.min(this.sizeMax,this.sizeMax/Math.pow(s,.33333)));l[0]=2/a,l[4]=2/o,l[6]=-2*i[0]/a-1,l[7]=-2*i[1]/o-1,this.offsetBuffer.bind(),r.bind(),r.attributes.position.pointer(),r.uniforms.matrix=l,r.uniforms.color=this.color,r.uniforms.borderColor=this.borderColor,r.uniforms.pointCloud=c<5,r.uniforms.pointSize=c,r.uniforms.centerFraction=Math.min(1,Math.max(0,Math.sqrt(1-this.areaRatio))),e&&(u[0]=255&t,u[1]=t>>8&255,u[2]=t>>16&255,u[3]=t>>24&255,this.pickBuffer.bind(),r.attributes.pickId.pointer(n.UNSIGNED_BYTE),r.uniforms.pickOffset=u,this.pickOffset=t);var f=n.getParameter(n.BLEND),h=n.getParameter(n.DITHER);return f&&!this.blend&&n.disable(n.BLEND),h&&n.disable(n.DITHER),n.drawArrays(n.POINTS,0,this.pointCount),f&&!this.blend&&n.enable(n.BLEND),h&&n.enable(n.DITHER),t+this.pointCount}),c.draw=c.unifiedDraw,c.drawPick=c.unifiedDraw,c.pick=function(t,e,r){var n=this.pickOffset,i=this.pointCount;if(r<n||r>=n+i)return null;var a=r-n,o=this.points;return{object:this,pointId:a,dataCoord:[o[2*a],o[2*a+1]]}}},6093:function(t){t.exports=function(t,e,r,n){var i,a,o,s,l,u=e[0],c=e[1],f=e[2],h=e[3],p=r[0],d=r[1],v=r[2],g=r[3];return(a=u*p+c*d+f*v+h*g)<0&&(a=-a,p=-p,d=-d,v=-v,g=-g),1-a>1e-6?(i=Math.acos(a),o=Math.sin(i),s=Math.sin((1-n)*i)/o,l=Math.sin(n*i)/o):(s=1-n,l=n),t[0]=s*u+l*p,t[1]=s*c+l*d,t[2]=s*f+l*v,t[3]=s*h+l*g,t}},8240:function(t){\"use strict\";t.exports=function(t){return t||0===t?t.toString():\"\"}},4123:function(t,e,r){\"use strict\";var n=r(875);t.exports=function(t,e,r){var a=i[e];if(a||(a=i[e]={}),t in a)return a[t];var o={textAlign:\"center\",textBaseline:\"middle\",lineHeight:1,font:e,lineSpacing:1.25,styletags:{breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},triangles:!0},s=n(t,o);o.triangles=!1;var l,u,c=n(t,o);if(r&&1!==r){for(l=0;l<s.positions.length;++l)for(u=0;u<s.positions[l].length;++u)s.positions[l][u]/=r;for(l=0;l<c.positions.length;++l)for(u=0;u<c.positions[l].length;++u)c.positions[l][u]/=r}var f=[[1/0,1/0],[-1/0,-1/0]],h=c.positions.length;for(l=0;l<h;++l){var p=c.positions[l];for(u=0;u<2;++u)f[0][u]=Math.min(f[0][u],p[u]),f[1][u]=Math.max(f[1][u],p[u])}return a[t]=[s,c,f]};var i={}},9282:function(t,e,r){var n=r(5158),i=r(6832),a=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform vec4 highlightId;\\nuniform float highlightScale;\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = 1.0;\\n    if(distance(highlightId, id) < 0.0001) {\\n      scale = highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1);\\n    vec4 viewPosition = view * worldPosition;\\n    viewPosition = viewPosition / viewPosition.w;\\n    vec4 clipPosition = projection * (viewPosition + scale * vec4(glyph.x, -glyph.y, 0, 0));\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),o=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float highlightScale, pixelRatio;\\nuniform vec4 highlightId;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = pixelRatio;\\n    if(distance(highlightId.bgr, id.bgr) < 0.001) {\\n      scale *= highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1.0);\\n    vec4 viewPosition = view * worldPosition;\\n    vec4 clipPosition = projection * viewPosition;\\n    clipPosition /= clipPosition.w;\\n\\n    gl_Position = clipPosition + vec4(screenSize * scale * vec2(glyph.x, -glyph.y), 0.0, 0.0);\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),s=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform float highlightScale;\\nuniform vec4 highlightId;\\nuniform vec3 axes[2];\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float scale, pixelRatio;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float lscale = pixelRatio * scale;\\n    if(distance(highlightId, id) < 0.0001) {\\n      lscale *= highlightScale;\\n    }\\n\\n    vec4 clipCenter   = projection * view * model * vec4(position, 1);\\n    vec3 dataPosition = position + 0.5*lscale*(axes[0] * glyph.x + axes[1] * glyph.y) * clipCenter.w * screenSize.y;\\n    vec4 clipPosition = projection * view * model * vec4(dataPosition, 1);\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = dataPosition;\\n  }\\n}\\n\"]),l=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float opacity;\\n\\nvarying vec4 interpColor;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (\\n    outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate) ||\\n    interpColor.a * opacity == 0.\\n  ) discard;\\n  gl_FragColor = interpColor * opacity;\\n}\\n\"]),u=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float pickGroup;\\n\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate)) discard;\\n\\n  gl_FragColor = vec4(pickGroup, pickId.bgr);\\n}\"]),c=[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"glyph\",type:\"vec2\"},{name:\"id\",type:\"vec4\"}],f={vertex:a,fragment:l,attributes:c},h={vertex:o,fragment:l,attributes:c},p={vertex:s,fragment:l,attributes:c},d={vertex:a,fragment:u,attributes:c},v={vertex:o,fragment:u,attributes:c},g={vertex:s,fragment:u,attributes:c};function y(t,e){var r=n(t,e),i=r.attributes;return i.position.location=0,i.color.location=1,i.glyph.location=2,i.id.location=3,r}e.createPerspective=function(t){return y(t,f)},e.createOrtho=function(t){return y(t,h)},e.createProject=function(t){return y(t,p)},e.createPickPerspective=function(t){return y(t,d)},e.createPickOrtho=function(t){return y(t,v)},e.createPickProject=function(t){return y(t,g)}},2182:function(t,e,r){\"use strict\";var n=r(3596),i=r(5827),a=r(2944),o=r(5306),s=r(104),l=r(9282),u=r(4123),c=r(8240),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e){var r=t[0],n=t[1],i=t[2],a=t[3];return t[0]=e[0]*r+e[4]*n+e[8]*i+e[12]*a,t[1]=e[1]*r+e[5]*n+e[9]*i+e[13]*a,t[2]=e[2]*r+e[6]*n+e[10]*i+e[14]*a,t[3]=e[3]*r+e[7]*n+e[11]*i+e[15]*a,t}function p(t,e,r,n){return h(n,n),h(n,n),h(n,n)}function d(t,e){this.index=t,this.dataCoordinate=this.position=e}function v(t){return!0===t||t>1?1:t}function g(t,e,r,n,i,a,o,s,l,u,c,f){this.gl=t,this.pixelRatio=1,this.shader=e,this.orthoShader=r,this.projectShader=n,this.pointBuffer=i,this.colorBuffer=a,this.glyphBuffer=o,this.idBuffer=s,this.vao=l,this.vertexCount=0,this.lineVertexCount=0,this.opacity=1,this.hasAlpha=!1,this.lineWidth=0,this.projectScale=[2/3,2/3,2/3],this.projectOpacity=[1,1,1],this.projectHasAlpha=!1,this.pickId=0,this.pickPerspectiveShader=u,this.pickOrthoShader=c,this.pickProjectShader=f,this.points=[],this._selectResult=new d(0,[0,0,0]),this.useOrtho=!0,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.axesProject=[!0,!0,!0],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.highlightId=[1,1,1,1],this.highlightScale=2,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.dirty=!0}t.exports=function(t){var e=t.gl,r=l.createPerspective(e),n=l.createOrtho(e),o=l.createProject(e),s=l.createPickPerspective(e),u=l.createPickOrtho(e),c=l.createPickProject(e),f=i(e),h=i(e),p=i(e),d=i(e),v=new g(e,r,n,o,f,h,p,d,a(e,[{buffer:f,size:3,type:e.FLOAT},{buffer:h,size:4,type:e.FLOAT},{buffer:p,size:2,type:e.FLOAT},{buffer:d,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),s,u,c);return v.update(t),v};var y=g.prototype;y.pickSlots=1,y.setPickBase=function(t){this.pickId=t},y.isTransparent=function(){if(this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&this.projectHasAlpha)return!0;return!1},y.isOpaque=function(){if(!this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&!this.projectHasAlpha)return!0;return!1};var m=[0,0],x=[0,0,0],b=[0,0,0],_=[0,0,0,1],w=[0,0,0,1],T=f.slice(),k=[0,0,0],A=[[0,0,0],[0,0,0]];function M(t){return t[0]=t[1]=t[2]=0,t}function S(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function E(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}var L=[[-1e8,-1e8,-1e8],[1e8,1e8,1e8]];function C(t,e,r,n,i,a,o){var l=r.gl;if((a===r.projectHasAlpha||o)&&function(t,e,r,n){var i,a=e.axesProject,o=e.gl,l=t.uniforms,u=r.model||f,c=r.view||f,h=r.projection||f,d=e.axesBounds,v=function(t){for(var e=A,r=0;r<2;++r)for(var n=0;n<3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}(e.clipBounds);i=e.axes&&e.axes.lastCubeProps?e.axes.lastCubeProps.axis:[1,1,1],m[0]=2/o.drawingBufferWidth,m[1]=2/o.drawingBufferHeight,t.bind(),l.view=c,l.projection=h,l.screenSize=m,l.highlightId=e.highlightId,l.highlightScale=e.highlightScale,l.clipBounds=v,l.pickGroup=e.pickId/255,l.pixelRatio=n;for(var g=0;g<3;++g)if(a[g]){l.scale=e.projectScale[g],l.opacity=e.projectOpacity[g];for(var y=T,L=0;L<16;++L)y[L]=0;for(L=0;L<4;++L)y[5*L]=1;y[5*g]=0,i[g]<0?y[12+g]=d[0][g]:y[12+g]=d[1][g],s(y,u,y),l.model=y;var C=(g+1)%3,P=(g+2)%3,O=M(x),I=M(b);O[C]=1,I[P]=1;var D=p(0,0,0,S(_,O)),z=p(0,0,0,S(w,I));if(Math.abs(D[1])>Math.abs(z[1])){var R=D;D=z,z=R,R=O,O=I,I=R;var F=C;C=P,P=F}D[0]<0&&(O[C]=-1),z[1]>0&&(I[P]=-1);var B=0,N=0;for(L=0;L<4;++L)B+=Math.pow(u[4*C+L],2),N+=Math.pow(u[4*P+L],2);O[C]/=Math.sqrt(B),I[P]/=Math.sqrt(N),l.axes[0]=O,l.axes[1]=I,l.fragClipBounds[0]=E(k,v[0],g,-1e8),l.fragClipBounds[1]=E(k,v[1],g,1e8),e.vao.bind(),e.vao.draw(o.TRIANGLES,e.vertexCount),e.lineWidth>0&&(o.lineWidth(e.lineWidth*n),e.vao.draw(o.LINES,e.lineVertexCount,e.vertexCount)),e.vao.unbind()}}(e,r,n,i),a===r.hasAlpha||o){t.bind();var u=t.uniforms;u.model=n.model||f,u.view=n.view||f,u.projection=n.projection||f,m[0]=2/l.drawingBufferWidth,m[1]=2/l.drawingBufferHeight,u.screenSize=m,u.highlightId=r.highlightId,u.highlightScale=r.highlightScale,u.fragClipBounds=L,u.clipBounds=r.axes.bounds,u.opacity=r.opacity,u.pickGroup=r.pickId/255,u.pixelRatio=i,r.vao.bind(),r.vao.draw(l.TRIANGLES,r.vertexCount),r.lineWidth>0&&(l.lineWidth(r.lineWidth*i),r.vao.draw(l.LINES,r.lineVertexCount,r.vertexCount)),r.vao.unbind()}}function P(t,e,r,i){var a;a=Array.isArray(t)?e<t.length?t[e]:void 0:t,a=c(a);var o=!0;n(a)&&(a=\"▼\",o=!1);var s=u(a,r,i);return{mesh:s[0],lines:s[1],bounds:s[2],visible:o}}y.draw=function(t){C(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!1,!1)},y.drawTransparent=function(t){C(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!0,!1)},y.drawPick=function(t){C(this.useOrtho?this.pickOrthoShader:this.pickPerspectiveShader,this.pickProjectShader,this,t,1,!0,!0)},y.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[2]+(t.value[1]<<8)+(t.value[0]<<16);if(e>=this.pointCount||e<0)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var i=0;i<3;++i)n.position[i]=n.dataCoordinate[i]=r[i];return n},y.highlight=function(t){if(t){var e=t.index,r=255&e,n=e>>8&255,i=e>>16&255;this.highlightId=[r/255,n/255,i/255,0]}else this.highlightId=[1,1,1,1]},y.update=function(t){if(\"perspective\"in(t=t||{})&&(this.useOrtho=!t.perspective),\"orthographic\"in t&&(this.useOrtho=!!t.orthographic),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"project\"in t)if(Array.isArray(t.project))this.axesProject=t.project;else{var e=!!t.project;this.axesProject=[e,e,e]}if(\"projectScale\"in t)if(Array.isArray(t.projectScale))this.projectScale=t.projectScale.slice();else{var r=+t.projectScale;this.projectScale=[r,r,r]}if(this.projectHasAlpha=!1,\"projectOpacity\"in t){Array.isArray(t.projectOpacity)?this.projectOpacity=t.projectOpacity.slice():(r=+t.projectOpacity,this.projectOpacity=[r,r,r]);for(var n=0;n<3;++n)this.projectOpacity[n]=v(this.projectOpacity[n]),this.projectOpacity[n]<1&&(this.projectHasAlpha=!0)}this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=v(t.opacity),this.opacity<1&&(this.hasAlpha=!0)),this.dirty=!0;var i,a,s=t.position,l=t.font||\"normal\",u=t.alignment||[0,0];if(2===u.length)i=u[0],a=u[1];else for(i=[],a=[],n=0;n<u.length;++n)i[n]=u[n][0],a[n]=u[n][1];var c=[1/0,1/0,1/0],f=[-1/0,-1/0,-1/0],h=t.glyph,p=t.color,d=t.size,g=t.angle,y=t.lineColor,m=-1,x=0,b=0,_=0;if(s.length){_=s.length;t:for(n=0;n<_;++n){for(var w=s[n],T=0;T<3;++T)if(isNaN(w[T])||!isFinite(w[T]))continue t;var k=(N=P(h,n,l,this.pixelRatio)).mesh,A=N.lines,M=N.bounds;x+=3*k.cells.length,b+=2*A.edges.length}}var S=x+b,E=o.mallocFloat(3*S),L=o.mallocFloat(4*S),C=o.mallocFloat(2*S),O=o.mallocUint32(S);if(S>0){var I=0,D=x,z=[0,0,0,1],R=[0,0,0,1],F=Array.isArray(p)&&Array.isArray(p[0]),B=Array.isArray(y)&&Array.isArray(y[0]);t:for(n=0;n<_;++n){for(m+=1,w=s[n],T=0;T<3;++T){if(isNaN(w[T])||!isFinite(w[T]))continue t;f[T]=Math.max(f[T],w[T]),c[T]=Math.min(c[T],w[T])}k=(N=P(h,n,l,this.pixelRatio)).mesh,A=N.lines,M=N.bounds;var N,j=N.visible;if(j)if(Array.isArray(p)){if(3===(U=F?n<p.length?p[n]:[0,0,0,0]:p).length){for(T=0;T<3;++T)z[T]=U[T];z[3]=1}else if(4===U.length){for(T=0;T<4;++T)z[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else z[0]=z[1]=z[2]=0,z[3]=1;else z=[1,1,1,0];if(j)if(Array.isArray(y)){var U;if(3===(U=B?n<y.length?y[n]:[0,0,0,0]:y).length){for(T=0;T<3;++T)R[T]=U[T];R[T]=1}else if(4===U.length){for(T=0;T<4;++T)R[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else R[0]=R[1]=R[2]=0,R[3]=1;else R=[1,1,1,0];var V=.5;j?Array.isArray(d)?V=n<d.length?+d[n]:12:d?V=+d:this.useOrtho&&(V=12):V=0;var H=0;Array.isArray(g)?H=n<g.length?+g[n]:0:g&&(H=+g);var q=Math.cos(H),G=Math.sin(H);for(w=s[n],T=0;T<3;++T)f[T]=Math.max(f[T],w[T]),c[T]=Math.min(c[T],w[T]);var Z=i,Y=a;Z=0,Array.isArray(i)?Z=n<i.length?i[n]:0:i&&(Z=i),Y=0,Array.isArray(a)?Y=n<a.length?a[n]:0:a&&(Y=a);var W=[Z*=Z>0?1-M[0][0]:Z<0?1+M[1][0]:1,Y*=Y>0?1-M[0][1]:Y<0?1+M[1][1]:1],X=k.cells||[],J=k.positions||[];for(T=0;T<X.length;++T)for(var K=X[T],$=0;$<3;++$){for(var Q=0;Q<3;++Q)E[3*I+Q]=w[Q];for(Q=0;Q<4;++Q)L[4*I+Q]=z[Q];O[I]=m;var tt=J[K[$]];C[2*I]=V*(q*tt[0]-G*tt[1]+W[0]),C[2*I+1]=V*(G*tt[0]+q*tt[1]+W[1]),I+=1}for(X=A.edges,J=A.positions,T=0;T<X.length;++T)for(K=X[T],$=0;$<2;++$){for(Q=0;Q<3;++Q)E[3*D+Q]=w[Q];for(Q=0;Q<4;++Q)L[4*D+Q]=R[Q];O[D]=m,tt=J[K[$]],C[2*D]=V*(q*tt[0]-G*tt[1]+W[0]),C[2*D+1]=V*(G*tt[0]+q*tt[1]+W[1]),D+=1}}}this.bounds=[c,f],this.points=s,this.pointCount=s.length,this.vertexCount=x,this.lineVertexCount=b,this.pointBuffer.update(E),this.colorBuffer.update(L),this.glyphBuffer.update(C),this.idBuffer.update(O),o.free(E),o.free(L),o.free(C),o.free(O)},y.dispose=function(){this.shader.dispose(),this.orthoShader.dispose(),this.pickPerspectiveShader.dispose(),this.pickOrthoShader.dispose(),this.vao.dispose(),this.pointBuffer.dispose(),this.colorBuffer.dispose(),this.glyphBuffer.dispose(),this.idBuffer.dispose()}},1884:function(t,e,r){\"use strict\";var n=r(6832);e.boxVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 vertex;\\n\\nuniform vec2 cornerA, cornerB;\\n\\nvoid main() {\\n  gl_Position = vec4(mix(cornerA, cornerB, vertex), 0, 1);\\n}\\n\"]),e.boxFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\n\\nvoid main() {\\n  gl_FragColor = color;\\n}\\n\"])},6623:function(t,e,r){\"use strict\";var n=r(5158),i=r(5827),a=r(1884);function o(t,e,r){this.plot=t,this.boxBuffer=e,this.boxShader=r,this.enabled=!0,this.selectBox=[1/0,1/0,-1/0,-1/0],this.borderColor=[0,0,0,1],this.innerFill=!1,this.innerColor=[0,0,0,.25],this.outerFill=!0,this.outerColor=[0,0,0,.5],this.borderWidth=10}t.exports=function(t,e){var r=t.gl,s=new o(t,i(r,[0,0,0,1,1,0,1,1]),n(r,a.boxVertex,a.boxFragment));return s.update(e),t.addOverlay(s),s};var s=o.prototype;s.draw=function(){if(this.enabled){var t=this.plot,e=this.selectBox,r=this.borderWidth,n=(this.innerFill,this.innerColor),i=(this.outerFill,this.outerColor),a=this.borderColor,o=t.box,s=t.screenBox,l=t.dataBox,u=t.viewBox,c=t.pixelRatio,f=(e[0]-l[0])*(u[2]-u[0])/(l[2]-l[0])+u[0],h=(e[1]-l[1])*(u[3]-u[1])/(l[3]-l[1])+u[1],p=(e[2]-l[0])*(u[2]-u[0])/(l[2]-l[0])+u[0],d=(e[3]-l[1])*(u[3]-u[1])/(l[3]-l[1])+u[1];if(f=Math.max(f,u[0]),h=Math.max(h,u[1]),p=Math.min(p,u[2]),d=Math.min(d,u[3]),!(p<f||d<h)){o.bind();var v=s[2]-s[0],g=s[3]-s[1];if(this.outerFill&&(o.drawBox(0,0,v,h,i),o.drawBox(0,h,f,d,i),o.drawBox(0,d,v,g,i),o.drawBox(p,h,v,d,i)),this.innerFill&&o.drawBox(f,h,p,d,n),r>0){var y=r*c;o.drawBox(f-y,h-y,p+y,h+y,a),o.drawBox(f-y,d-y,p+y,d+y,a),o.drawBox(f-y,h-y,f+y,d+y,a),o.drawBox(p-y,h-y,p+y,d+y,a)}}}},s.update=function(t){t=t||{},this.innerFill=!!t.innerFill,this.outerFill=!!t.outerFill,this.innerColor=(t.innerColor||[0,0,0,.5]).slice(),this.outerColor=(t.outerColor||[0,0,0,.5]).slice(),this.borderColor=(t.borderColor||[0,0,0,1]).slice(),this.borderWidth=t.borderWidth||0,this.selectBox=(t.selectBox||this.selectBox).slice()},s.dispose=function(){this.boxBuffer.dispose(),this.boxShader.dispose(),this.plot.removeOverlay(this)}},2611:function(t,e,r){\"use strict\";t.exports=function(t,e){var r=e[0],a=e[1];return new l(t,n(t,r,a,{}),i.mallocUint8(r*a*4))};var n=r(4234),i=r(5306),a=r(5050),o=r(2288).nextPow2;function s(t,e,r,n,i){this.coord=[t,e],this.id=r,this.value=n,this.distance=i}function l(t,e,r){this.gl=t,this.fbo=e,this.buffer=r,this._readTimeout=null;var 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h=u,p=c,d=0;d<3;++d)i&&i[d]<0?(h[d]=this.bounds[0][d],p[d]=this.bounds[1][d]):(h[d]=this.bounds[1][d],p[d]=this.bounds[0][d]);for(f[0]=e.drawingBufferWidth,f[1]=e.drawingBufferHeight,n.uniforms.model=a,n.uniforms.view=s,n.uniforms.projection=l,n.uniforms.coordinates=[this.position,h,p],n.uniforms.colors=this.colors,n.uniforms.screenShape=f,d=0;d<3;++d)n.uniforms.lineWidth=this.lineWidth[d]*this.pixelRatio,this.enabled[d]&&(r.draw(e.TRIANGLES,6,6*d),this.drawSides[d]&&r.draw(e.TRIANGLES,12,18+12*d));r.unbind()},l.update=function(t){t&&(\"bounds\"in t&&(this.bounds=t.bounds),\"position\"in t&&(this.position=t.position),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"colors\"in t&&(this.colors=t.colors),\"enabled\"in t&&(this.enabled=t.enabled),\"drawSides\"in t&&(this.drawSides=t.drawSides))},l.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},9578:function(t,e,r){var n=r(6832),i=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, tubeScale;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * tubePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(tubePosition, 1.0);\\n  vec4 t_position  = view * tubePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = tubePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float tubeScale;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  gl_Position = projection * view * tubePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);e.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec4\"}]},e.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec4\"}]}},7307:function(t,e,r){\"use strict\";var n=r(2858),i=r(4020),a=[\"xyz\",\"xzy\",\"yxz\",\"yzx\",\"zxy\",\"zyx\"],o=function(t,e){var r,n=t.length;for(r=0;r<n;r++){var i=t[r];if(i===e)return r;if(i>e)return r-1}return r},s=function(t,e,r){return t<e?e:t>r?r:t},l=function(t){var e=1/0;t.sort((function(t,e){return t-e}));for(var r=t.length,n=1;n<r;n++){var i=Math.abs(t[n]-t[n-1]);i<e&&(e=i)}return e};t.exports=function(t,e){var r=t.startingPositions,u=t.maxLength||1e3,c=t.tubeSize||1,f=t.absoluteTubeSize,h=t.gridFill||\"+x+y+z\",p={};-1!==h.indexOf(\"-x\")&&(p.reversedX=!0),-1!==h.indexOf(\"-y\")&&(p.reversedY=!0),-1!==h.indexOf(\"-z\")&&(p.reversedZ=!0),p.filled=a.indexOf(h.replace(/-/g,\"\").replace(/\\+/g,\"\"));var d=t.getVelocity||function(e){return function(t,e,r){var i=e.vectors,a=e.meshgrid,l=t[0],u=t[1],c=t[2],f=a[0].length,h=a[1].length,p=a[2].length,d=o(a[0],l),v=o(a[1],u),g=o(a[2],c),y=d+1,m=v+1,x=g+1;if(d=s(d,0,f-1),y=s(y,0,f-1),v=s(v,0,h-1),m=s(m,0,h-1),g=s(g,0,p-1),x=s(x,0,p-1),d<0||v<0||g<0||y>f-1||m>h-1||x>p-1)return n.create();var b,_,w,T,k,A,M=a[0][d],S=a[0][y],E=a[1][v],L=a[1][m],C=a[2][g],P=(l-M)/(S-M),O=(u-E)/(L-E),I=(c-C)/(a[2][x]-C);switch(isFinite(P)||(P=.5),isFinite(O)||(O=.5),isFinite(I)||(I=.5),r.reversedX&&(d=f-1-d,y=f-1-y),r.reversedY&&(v=h-1-v,m=h-1-m),r.reversedZ&&(g=p-1-g,x=p-1-x),r.filled){case 5:k=g,A=x,w=v*p,T=m*p,b=d*p*h,_=y*p*h;break;case 4:k=g,A=x,b=d*p,_=y*p,w=v*p*f,T=m*p*f;break;case 3:w=v,T=m,k=g*h,A=x*h,b=d*h*p,_=y*h*p;break;case 2:w=v,T=m,b=d*h,_=y*h,k=g*h*f,A=x*h*f;break;case 1:b=d,_=y,k=g*f,A=x*f,w=v*f*p,T=m*f*p;break;default:b=d,_=y,w=v*f,T=m*f,k=g*f*h,A=x*f*h}var D=i[b+w+k],z=i[b+w+A],R=i[b+T+k],F=i[b+T+A],B=i[_+w+k],N=i[_+w+A],j=i[_+T+k],U=i[_+T+A],V=n.create(),H=n.create(),q=n.create(),G=n.create();n.lerp(V,D,B,P),n.lerp(H,z,N,P),n.lerp(q,R,j,P),n.lerp(G,F,U,P);var Z=n.create(),Y=n.create();n.lerp(Z,V,q,O),n.lerp(Y,H,G,O);var W=n.create();return n.lerp(W,Z,Y,I),W}(e,t,p)},v=t.getDivergence||function(t,e){var r=n.create(),i=1e-4;n.add(r,t,[i,0,0]);var a=d(r);n.subtract(a,a,e),n.scale(a,a,1/i),n.add(r,t,[0,i,0]);var o=d(r);n.subtract(o,o,e),n.scale(o,o,1/i),n.add(r,t,[0,0,i]);var s=d(r);return n.subtract(s,s,e),n.scale(s,s,1/i),n.add(r,a,o),n.add(r,r,s),r},g=[],y=e[0][0],m=e[0][1],x=e[0][2],b=e[1][0],_=e[1][1],w=e[1][2],T=function(t){var e=t[0],r=t[1],n=t[2];return!(e<y||e>b||r<m||r>_||n<x||n>w)},k=10*n.distance(e[0],e[1])/u,A=k*k,M=1,S=0,E=r.length;E>1&&(M=function(t){for(var e=[],r=[],n=[],i={},a={},o={},s=t.length,u=0;u<s;u++){var c=t[u],f=c[0],h=c[1],p=c[2];i[f]||(e.push(f),i[f]=!0),a[h]||(r.push(h),a[h]=!0),o[p]||(n.push(p),o[p]=!0)}var d=l(e),v=l(r),g=l(n),y=Math.min(d,v,g);return isFinite(y)?y:1}(r));for(var L=0;L<E;L++){var C=n.create();n.copy(C,r[L]);var P=[C],O=[],I=d(C),D=C;O.push(I);var z=[],R=v(C,I),F=n.length(R);isFinite(F)&&F>S&&(S=F),z.push(F),g.push({points:P,velocities:O,divergences:z});for(var B=0;B<100*u&&P.length<u&&T(C);){B++;var N=n.clone(I),j=n.squaredLength(N);if(0===j)break;j>A&&n.scale(N,N,k/Math.sqrt(j)),n.add(N,N,C),I=d(N),n.squaredDistance(D,N)-A>-1e-4*A&&(P.push(N),D=N,O.push(I),R=v(N,I),F=n.length(R),isFinite(F)&&F>S&&(S=F),z.push(F)),C=N}}var U=function(t,e,r,a){for(var o=0,s=0;s<t.length;s++)for(var l=t[s].velocities,u=0;u<l.length;u++)o=Math.max(o,n.length(l[u]));var c=t.map((function(t){return function(t,e,r,a){for(var o=t.points,s=t.velocities,l=t.divergences,u=[],c=[],f=[],h=[],p=[],d=[],v=0,g=0,y=i.create(),m=i.create(),x=0;x<o.length;x++){var b=o[x],_=s[x],w=l[x];0===e&&(w=.05*r),g=n.length(_)/a,y=i.create(),n.copy(y,_),y[3]=w;for(var T=0;T<8;T++)p[T]=[b[0],b[1],b[2],T];if(h.length>0)for(T=0;T<8;T++){var k=(T+1)%8;u.push(h[T],p[T],p[k],p[k],h[k],h[T]),f.push(m,y,y,y,m,m),d.push(v,g,g,g,v,v);var A=u.length;c.push([A-6,A-5,A-4],[A-3,A-2,A-1])}var M=h;h=p,p=M;var S=m;m=y,y=S;var E=v;v=g,g=E}return{positions:u,cells:c,vectors:f,vertexIntensity:d}}(t,r,a,o)})),f=[],h=[],p=[],d=[];for(s=0;s<c.length;s++){var v=c[s],g=f.length;for(f=f.concat(v.positions),p=p.concat(v.vectors),d=d.concat(v.vertexIntensity),u=0;u<v.cells.length;u++){var y=v.cells[u],m=[];h.push(m);for(var x=0;x<y.length;x++)m.push(y[x]+g)}}return{positions:f,cells:h,vectors:p,vertexIntensity:d,colormap:e}}(g,t.colormap,S,M);return f?U.tubeScale=f:(0===S&&(S=1),U.tubeScale=.5*c*M/S),U};var u=r(9578),c=r(1140).createMesh;t.exports.createTubeMesh=function(t,e){return c(t,e,{shaders:u,traceType:\"streamtube\"})}},9054:function(t,e,r){var n=r(5158),i=r(6832),a=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute vec3 f;\\nattribute vec3 normal;\\n\\nuniform vec3 objectOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 lightPosition, eyePosition;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 localCoordinate = vec3(uv.zw, f.x);\\n  worldCoordinate = objectOffset + localCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n  vec4 clipPosition = projection * view * worldPosition;\\n  gl_Position = clipPosition;\\n  kill = f.y;\\n  value = f.z;\\n  planeCoordinate = uv.xy;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * worldPosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  lightDirection = lightPosition - cameraCoordinate.xyz;\\n  eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  surfaceNormal  = normalize((vec4(normal,0) * inverseModel).xyz);\\n}\\n\"]),o=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat beckmannSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness) {\\n  return beckmannDistribution(dot(surfaceNormal, normalize(lightDirection + viewDirection)), roughness);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 lowerBound, upperBound;\\nuniform float contourTint;\\nuniform vec4 contourColor;\\nuniform sampler2D colormap;\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform float vertexColor;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  if (\\n    kill > 0.0 ||\\n    vColor.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], worldCoordinate)\\n  ) discard;\\n\\n  vec3 N = normalize(surfaceNormal);\\n  vec3 V = normalize(eyeDirection);\\n  vec3 L = normalize(lightDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = max(beckmannSpecular(L, V, N, roughness), 0.);\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  //decide how to interpolate color — in vertex or in fragment\\n  vec4 surfaceColor =\\n    step(vertexColor, .5) * texture2D(colormap, vec2(value, value)) +\\n    step(.5, vertexColor) * vColor;\\n\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = mix(litColor, contourColor, contourTint) * opacity;\\n}\\n\"]),s=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute float f;\\n\\nuniform vec3 objectOffset;\\nuniform mat3 permutation;\\nuniform mat4 model, view, projection;\\nuniform float height, zOffset;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 dataCoordinate = permutation * vec3(uv.xy, height);\\n  worldCoordinate = objectOffset + dataCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n\\n  vec4 clipPosition = projection * view * worldPosition;\\n  clipPosition.z += zOffset;\\n\\n  gl_Position = clipPosition;\\n  value = f + objectOffset.z;\\n  kill = -1.0;\\n  planeCoordinate = uv.zw;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Don't do lighting for contours\\n  surfaceNormal   = vec3(1,0,0);\\n  eyeDirection    = vec3(0,1,0);\\n  lightDirection  = vec3(0,0,1);\\n}\\n\"]),l=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec2 shape;\\nuniform vec3 clipBounds[2];\\nuniform float pickId;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 surfaceNormal;\\n\\nvec2 splitFloat(float v) {\\n  float vh = 255.0 * v;\\n  float upper = floor(vh);\\n  float lower = fract(vh);\\n  return vec2(upper / 255.0, floor(lower * 16.0) / 16.0);\\n}\\n\\nvoid main() {\\n  if ((kill > 0.0) ||\\n      (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) discard;\\n\\n  vec2 ux = splitFloat(planeCoordinate.x / shape.x);\\n  vec2 uy = splitFloat(planeCoordinate.y / shape.y);\\n  gl_FragColor = vec4(pickId, ux.x, uy.x, ux.y + (uy.y/16.0));\\n}\\n\"]);e.createShader=function(t){var e=n(t,a,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},e.createPickShader=function(t){var e=n(t,a,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},e.createContourShader=function(t){var e=n(t,s,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},e.createPickContourShader=function(t){var e=n(t,s,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},3754:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl,r=m(e),n=b(e),s=x(e),l=_(e),u=i(e),c=a(e,[{buffer:u,size:4,stride:w,offset:0},{buffer:u,size:3,stride:w,offset:16},{buffer:u,size:3,stride:w,offset:28}]),f=i(e),h=a(e,[{buffer:f,size:4,stride:20,offset:0},{buffer:f,size:1,stride:20,offset:16}]),p=i(e),d=a(e,[{buffer:p,size:2,type:e.FLOAT}]),v=o(e,1,S,e.RGBA,e.UNSIGNED_BYTE);v.minFilter=e.LINEAR,v.magFilter=e.LINEAR;var g=new E(e,[0,0],[[0,0,0],[0,0,0]],r,n,u,c,v,s,l,f,h,p,d,[0,0,0]),y={levels:[[],[],[]]};for(var T in t)y[T]=t[T];return y.colormap=y.colormap||\"jet\",g.update(y),g};var n=r(2288),i=r(5827),a=r(2944),o=r(8931),s=r(5306),l=r(9156),u=r(7498),c=r(7382),f=r(5050),h=r(4162),p=r(104),d=r(7437),v=r(5070),g=r(9144),y=r(9054),m=y.createShader,x=y.createContourShader,b=y.createPickShader,_=y.createPickContourShader,w=40,T=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],k=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],A=[[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0]];function M(t,e,r,n,i){this.position=t,this.index=e,this.uv=r,this.level=n,this.dataCoordinate=i}!function(){for(var t=0;t<3;++t){var e=A[t],r=(t+2)%3;e[(t+1)%3+0]=1,e[r+3]=1,e[t+6]=1}}();var S=256;function E(t,e,r,n,i,a,o,l,u,c,h,p,d,v,g){this.gl=t,this.shape=e,this.bounds=r,this.objectOffset=g,this.intensityBounds=[],this._shader=n,this._pickShader=i,this._coordinateBuffer=a,this._vao=o,this._colorMap=l,this._contourShader=u,this._contourPickShader=c,this._contourBuffer=h,this._contourVAO=p,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new M([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=d,this._dynamicVAO=v,this._dynamicOffsets=[0,0,0],this._dynamicCounts=[0,0,0],this.contourWidth=[1,1,1],this.contourLevels=[[1],[1],[1]],this.contourTint=[0,0,0],this.contourColor=[[.5,.5,.5,1],[.5,.5,.5,1],[.5,.5,.5,1]],this.showContour=!0,this.showSurface=!0,this.enableHighlight=[!0,!0,!0],this.highlightColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.highlightTint=[1,1,1],this.highlightLevel=[-1,-1,-1],this.enableDynamic=[!0,!0,!0],this.dynamicLevel=[NaN,NaN,NaN],this.dynamicColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.dynamicTint=[1,1,1],this.dynamicWidth=[1,1,1],this.axesBounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.surfaceProject=[!1,!1,!1],this.contourProject=[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],this.colorBounds=[!1,!1],this._field=[f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0])],this.pickId=1,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.snapToData=!1,this.pixelRatio=1,this.opacity=1,this.lightPosition=[10,1e4,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.vertexColor=0,this.dirty=!0}var L=E.prototype;L.genColormap=function(t,e){var r=!1,n=c([l({colormap:t,nshades:S,format:\"rgba\"}).map((function(t,n){var i=e?function(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}(n/255,e):t[3];return i<1&&(r=!0),[t[0],t[1],t[2],255*i]}))]);return u.divseq(n,255),this.hasAlphaScale=r,n},L.isTransparent=function(){return this.opacity<1||this.hasAlphaScale},L.isOpaque=function(){return!this.isTransparent()},L.pickSlots=1,L.setPickBase=function(t){this.pickId=t};var C=[0,0,0],P={showSurface:!1,showContour:!1,projections:[T.slice(),T.slice(),T.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]};function O(t,e){var r,n,i,a=e.axes&&e.axes.lastCubeProps.axis||C,o=e.showSurface,s=e.showContour;for(r=0;r<3;++r)for(o=o||e.surfaceProject[r],n=0;n<3;++n)s=s||e.contourProject[r][n];for(r=0;r<3;++r){var l=P.projections[r];for(n=0;n<16;++n)l[n]=0;for(n=0;n<4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(a[r]>0)][r],p(l,t.model,l);var u=P.clipBounds[r];for(i=0;i<2;++i)for(n=0;n<3;++n)u[i][n]=t.clipBounds[i][n];u[0][r]=-1e8,u[1][r]=1e8}return P.showSurface=o,P.showContour=s,P}var I={model:T,view:T,projection:T,inverseModel:T.slice(),lowerBound:[0,0,0],upperBound:[0,0,0],colorMap:0,clipBounds:[[0,0,0],[0,0,0]],height:0,contourTint:0,contourColor:[0,0,0,1],permutation:[1,0,0,0,1,0,0,0,1],zOffset:-1e-4,objectOffset:[0,0,0],kambient:1,kdiffuse:1,kspecular:1,lightPosition:[1e3,1e3,1e3],eyePosition:[0,0,0],roughness:1,fresnel:1,opacity:1,vertexColor:0},D=T.slice(),z=[1,0,0,0,1,0,0,0,1];function R(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=I;n.model=t.model||T,n.view=t.view||T,n.projection=t.projection||T,n.lowerBound=[this.bounds[0][0],this.bounds[0][1],this.colorBounds[0]||this.bounds[0][2]],n.upperBound=[this.bounds[1][0],this.bounds[1][1],this.colorBounds[1]||this.bounds[1][2]],n.objectOffset=this.objectOffset,n.contourColor=this.contourColor[0],n.inverseModel=d(n.inverseModel,n.model);for(var i=0;i<2;++i)for(var a=n.clipBounds[i],o=0;o<3;++o)a[o]=Math.min(Math.max(this.clipBounds[i][o],-1e8),1e8);n.kambient=this.ambientLight,n.kdiffuse=this.diffuseLight,n.kspecular=this.specularLight,n.roughness=this.roughness,n.fresnel=this.fresnel,n.opacity=this.opacity,n.height=0,n.permutation=z,n.vertexColor=this.vertexColor;var s=D;for(p(s,n.view,n.model),p(s,n.projection,s),d(s,s),i=0;i<3;++i)n.eyePosition[i]=s[12+i]/s[15];var l=s[15];for(i=0;i<3;++i)l+=this.lightPosition[i]*s[4*i+3];for(i=0;i<3;++i){var u=s[12+i];for(o=0;o<3;++o)u+=s[4*o+i]*this.lightPosition[o];n.lightPosition[i]=u/l}var c=O(n,this);if(c.showSurface){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&&this._vertexCount&&this._vao.draw(r.TRIANGLES,this._vertexCount),i=0;i<3;++i)this.surfaceProject[i]&&this.vertexCount&&(this._shader.uniforms.model=c.projections[i],this._shader.uniforms.clipBounds=c.clipBounds[i],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(c.showContour){var f=this._contourShader;n.kambient=1,n.kdiffuse=0,n.kspecular=0,n.opacity=1,f.bind(),f.uniforms=n;var h=this._contourVAO;for(h.bind(),i=0;i<3;++i)for(f.uniforms.permutation=A[i],r.lineWidth(this.contourWidth[i]*this.pixelRatio),o=0;o<this.contourLevels[i].length;++o)o===this.highlightLevel[i]?(f.uniforms.contourColor=this.highlightColor[i],f.uniforms.contourTint=this.highlightTint[i]):0!==o&&o-1!==this.highlightLevel[i]||(f.uniforms.contourColor=this.contourColor[i],f.uniforms.contourTint=this.contourTint[i]),this._contourCounts[i][o]&&(f.uniforms.height=this.contourLevels[i][o],h.draw(r.LINES,this._contourCounts[i][o],this._contourOffsets[i][o]));for(i=0;i<3;++i)for(f.uniforms.model=c.projections[i],f.uniforms.clipBounds=c.clipBounds[i],o=0;o<3;++o)if(this.contourProject[i][o]){f.uniforms.permutation=A[o],r.lineWidth(this.contourWidth[o]*this.pixelRatio);for(var v=0;v<this.contourLevels[o].length;++v)v===this.highlightLevel[o]?(f.uniforms.contourColor=this.highlightColor[o],f.uniforms.contourTint=this.highlightTint[o]):0!==v&&v-1!==this.highlightLevel[o]||(f.uniforms.contourColor=this.contourColor[o],f.uniforms.contourTint=this.contourTint[o]),this._contourCounts[o][v]&&(f.uniforms.height=this.contourLevels[o][v],h.draw(r.LINES,this._contourCounts[o][v],this._contourOffsets[o][v]))}for(h.unbind(),(h=this._dynamicVAO).bind(),i=0;i<3;++i)if(0!==this._dynamicCounts[i])for(f.uniforms.model=n.model,f.uniforms.clipBounds=n.clipBounds,f.uniforms.permutation=A[i],r.lineWidth(this.dynamicWidth[i]*this.pixelRatio),f.uniforms.contourColor=this.dynamicColor[i],f.uniforms.contourTint=this.dynamicTint[i],f.uniforms.height=this.dynamicLevel[i],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]),o=0;o<3;++o)this.contourProject[o][i]&&(f.uniforms.model=c.projections[o],f.uniforms.clipBounds=c.clipBounds[o],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]));h.unbind()}}L.draw=function(t){return R.call(this,t,!1)},L.drawTransparent=function(t){return R.call(this,t,!0)};var F={model:T,view:T,projection:T,inverseModel:T,clipBounds:[[0,0,0],[0,0,0]],height:0,shape:[0,0],pickId:0,lowerBound:[0,0,0],upperBound:[0,0,0],zOffset:0,objectOffset:[0,0,0],permutation:[1,0,0,0,1,0,0,0,1],lightPosition:[0,0,0],eyePosition:[0,0,0]};function B(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function N(t){return Array.isArray(t)?3===t.length?[t[0],t[1],t[2],1]:[t[0],t[1],t[2],t[3]]:[0,0,0,1]}function j(t){if(Array.isArray(t)){if(Array.isArray(t))return[N(t[0]),N(t[1]),N(t[2])];var e=N(t);return[e.slice(),e.slice(),e.slice()]}}L.drawPick=function(t){t=t||{};var e=this.gl;e.disable(e.CULL_FACE);var r=F;r.model=t.model||T,r.view=t.view||T,r.projection=t.projection||T,r.shape=this._field[2].shape,r.pickId=this.pickId/255,r.lowerBound=this.bounds[0],r.upperBound=this.bounds[1],r.objectOffset=this.objectOffset,r.permutation=z;for(var n=0;n<2;++n)for(var i=r.clipBounds[n],a=0;a<3;++a)i[a]=Math.min(Math.max(this.clipBounds[n][a],-1e8),1e8);var o=O(r,this);if(o.showSurface){for(this._pickShader.bind(),this._pickShader.uniforms=r,this._vao.bind(),this._vao.draw(e.TRIANGLES,this._vertexCount),n=0;n<3;++n)this.surfaceProject[n]&&(this._pickShader.uniforms.model=o.projections[n],this._pickShader.uniforms.clipBounds=o.clipBounds[n],this._vao.draw(e.TRIANGLES,this._vertexCount));this._vao.unbind()}if(o.showContour){var s=this._contourPickShader;s.bind(),s.uniforms=r;var l=this._contourVAO;for(l.bind(),a=0;a<3;++a)for(e.lineWidth(this.contourWidth[a]*this.pixelRatio),s.uniforms.permutation=A[a],n=0;n<this.contourLevels[a].length;++n)this._contourCounts[a][n]&&(s.uniforms.height=this.contourLevels[a][n],l.draw(e.LINES,this._contourCounts[a][n],this._contourOffsets[a][n]));for(n=0;n<3;++n)for(s.uniforms.model=o.projections[n],s.uniforms.clipBounds=o.clipBounds[n],a=0;a<3;++a)if(this.contourProject[n][a]){s.uniforms.permutation=A[a],e.lineWidth(this.contourWidth[a]*this.pixelRatio);for(var u=0;u<this.contourLevels[a].length;++u)this._contourCounts[a][u]&&(s.uniforms.height=this.contourLevels[a][u],l.draw(e.LINES,this._contourCounts[a][u],this._contourOffsets[a][u]))}l.unbind()}},L.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=this._field[2].shape,r=this._pickResult,n=e[0]*(t.value[0]+(t.value[2]>>4)/16)/255,i=Math.floor(n),a=n-i,o=e[1]*(t.value[1]+(15&t.value[2])/16)/255,s=Math.floor(o),l=o-s;i+=1,s+=1;var u=r.position;u[0]=u[1]=u[2]=0;for(var c=0;c<2;++c)for(var f=c?a:1-a,h=0;h<2;++h)for(var p=i+c,d=s+h,g=f*(h?l:1-l),y=0;y<3;++y)u[y]+=this._field[y].get(p,d)*g;for(var m=this._pickResult.level,x=0;x<3;++x)if(m[x]=v.le(this.contourLevels[x],u[x]),m[x]<0)this.contourLevels[x].length>0&&(m[x]=0);else if(m[x]<this.contourLevels[x].length-1){var b=this.contourLevels[x][m[x]],_=this.contourLevels[x][m[x]+1];Math.abs(b-u[x])>Math.abs(_-u[x])&&(m[x]+=1)}for(r.index[0]=a<.5?i:i+1,r.index[1]=l<.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],y=0;y<3;++y)r.dataCoordinate[y]=this._field[y].get(r.index[0],r.index[1]);return r},L.padField=function(t,e){var r=e.shape.slice(),n=t.shape.slice();u.assign(t.lo(1,1).hi(r[0],r[1]),e),u.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),u.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),u.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),u.assign(t.lo(n[0]-1,1).hi(1,r[1]),e.lo(r[0]-1)),t.set(0,0,e.get(0,0)),t.set(0,n[1]-1,e.get(0,r[1]-1)),t.set(n[0]-1,0,e.get(r[0]-1,0)),t.set(n[0]-1,n[1]-1,e.get(r[0]-1,r[1]-1))},L.update=function(t){t=t||{},this.objectOffset=t.objectOffset||this.objectOffset,this.dirty=!0,\"contourWidth\"in t&&(this.contourWidth=B(t.contourWidth,Number)),\"showContour\"in t&&(this.showContour=B(t.showContour,Boolean)),\"showSurface\"in t&&(this.showSurface=!!t.showSurface),\"contourTint\"in t&&(this.contourTint=B(t.contourTint,Boolean)),\"contourColor\"in t&&(this.contourColor=j(t.contourColor)),\"contourProject\"in t&&(this.contourProject=B(t.contourProject,(function(t){return B(t,Boolean)}))),\"surfaceProject\"in t&&(this.surfaceProject=t.surfaceProject),\"dynamicColor\"in t&&(this.dynamicColor=j(t.dynamicColor)),\"dynamicTint\"in t&&(this.dynamicTint=B(t.dynamicTint,Number)),\"dynamicWidth\"in t&&(this.dynamicWidth=B(t.dynamicWidth,Number)),\"opacity\"in t&&(this.opacity=t.opacity),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale),\"colorBounds\"in t&&(this.colorBounds=t.colorBounds),\"vertexColor\"in t&&(this.vertexColor=t.vertexColor?1:0),\"colormap\"in t&&this._colorMap.setPixels(this.genColormap(t.colormap,this.opacityscale));var e=t.field||t.coords&&t.coords[2]||null,r=!1;if(e||(e=this._field[2].shape[0]||this._field[2].shape[2]?this._field[2].lo(1,1).hi(this._field[2].shape[0]-2,this._field[2].shape[1]-2):this._field[2].hi(0,0)),\"field\"in t||\"coords\"in t){var i=(e.shape[0]+2)*(e.shape[1]+2);i>this._field[2].data.length&&(s.freeFloat(this._field[2].data),this._field[2].data=s.mallocFloat(n.nextPow2(i))),this._field[2]=f(this._field[2].data,[e.shape[0]+2,e.shape[1]+2]),this.padField(this._field[2],e),this.shape=e.shape.slice();for(var a=this.shape,o=0;o<2;++o)this._field[2].size>this._field[o].data.length&&(s.freeFloat(this._field[o].data),this._field[o].data=s.mallocFloat(this._field[2].size)),this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2]);if(t.coords){var l=t.coords;if(!Array.isArray(l)||3!==l.length)throw new Error(\"gl-surface: invalid coordinates for x/y\");for(o=0;o<2;++o){var u=l[o];for(y=0;y<2;++y)if(u.shape[y]!==a[y])throw new Error(\"gl-surface: coords have incorrect shape\");this.padField(this._field[o],u)}}else if(t.ticks){var c=t.ticks;if(!Array.isArray(c)||2!==c.length)throw new Error(\"gl-surface: invalid ticks\");for(o=0;o<2;++o){var p=c[o];if((Array.isArray(p)||p.length)&&(p=f(p)),p.shape[0]!==a[o])throw new Error(\"gl-surface: invalid tick length\");var d=f(p.data,a);d.stride[o]=p.stride[0],d.stride[1^o]=0,this.padField(this._field[o],d)}}else{for(o=0;o<2;++o){var v=[0,0];v[o]=1,this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2],v,0)}this._field[0].set(0,0,0);for(var y=0;y<a[0];++y)this._field[0].set(y+1,0,y);for(this._field[0].set(a[0]+1,0,a[0]-1),this._field[1].set(0,0,0),y=0;y<a[1];++y)this._field[1].set(0,y+1,y);this._field[1].set(0,a[1]+1,a[1]-1)}var m=this._field,x=f(s.mallocFloat(3*m[2].size*2),[3,a[0]+2,a[1]+2,2]);for(o=0;o<3;++o)g(x.pick(o),m[o],\"mirror\");var b=f(s.mallocFloat(3*m[2].size),[a[0]+2,a[1]+2,3]);for(o=0;o<a[0]+2;++o)for(y=0;y<a[1]+2;++y){var _=x.get(0,o,y,0),w=x.get(0,o,y,1),T=x.get(1,o,y,0),A=x.get(1,o,y,1),M=x.get(2,o,y,0),S=x.get(2,o,y,1),E=T*S-A*M,L=M*w-S*_,C=_*A-w*T,P=Math.sqrt(E*E+L*L+C*C);P<1e-8?(P=Math.max(Math.abs(E),Math.abs(L),Math.abs(C)))<1e-8?(C=1,L=E=0,P=1):P=1/P:P=1/Math.sqrt(P),b.set(o,y,0,E*P),b.set(o,y,1,L*P),b.set(o,y,2,C*P)}s.free(x.data);var O=[1/0,1/0,1/0],I=[-1/0,-1/0,-1/0],D=1/0,z=-1/0,R=(a[0]-1)*(a[1]-1)*6,F=s.mallocFloat(n.nextPow2(10*R)),N=0,U=0;for(o=0;o<a[0]-1;++o)t:for(y=0;y<a[1]-1;++y){for(var V=0;V<2;++V)for(var H=0;H<2;++H)for(var q=0;q<3;++q){var G=this._field[q].get(1+o+V,1+y+H);if(isNaN(G)||!isFinite(G))continue t}for(q=0;q<6;++q){var Z=o+k[q][0],Y=y+k[q][1],W=this._field[0].get(Z+1,Y+1),X=this._field[1].get(Z+1,Y+1);G=this._field[2].get(Z+1,Y+1),E=b.get(Z+1,Y+1,0),L=b.get(Z+1,Y+1,1),C=b.get(Z+1,Y+1,2),t.intensity&&(J=t.intensity.get(Z,Y));var J=t.intensity?t.intensity.get(Z,Y):G+this.objectOffset[2];F[N++]=Z,F[N++]=Y,F[N++]=W,F[N++]=X,F[N++]=G,F[N++]=0,F[N++]=J,F[N++]=E,F[N++]=L,F[N++]=C,O[0]=Math.min(O[0],W+this.objectOffset[0]),O[1]=Math.min(O[1],X+this.objectOffset[1]),O[2]=Math.min(O[2],G+this.objectOffset[2]),D=Math.min(D,J),I[0]=Math.max(I[0],W+this.objectOffset[0]),I[1]=Math.max(I[1],X+this.objectOffset[1]),I[2]=Math.max(I[2],G+this.objectOffset[2]),z=Math.max(z,J),U+=1}}for(t.intensityBounds&&(D=+t.intensityBounds[0],z=+t.intensityBounds[1]),o=6;o<N;o+=10)F[o]=(F[o]-D)/(z-D);this._vertexCount=U,this._coordinateBuffer.update(F.subarray(0,N)),s.freeFloat(F),s.free(b.data),this.bounds=[O,I],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===D&&this.intensityBounds[1]===z||(r=!0),this.intensityBounds=[D,z]}if(\"levels\"in t){var K=t.levels;for(K=Array.isArray(K[0])?K.slice():[[],[],K],o=0;o<3;++o)K[o]=K[o].slice(),K[o].sort((function(t,e){return t-e}));for(o=0;o<3;++o)for(y=0;y<K[o].length;++y)K[o][y]-=this.objectOffset[o];t:for(o=0;o<3;++o){if(K[o].length!==this.contourLevels[o].length){r=!0;break}for(y=0;y<K[o].length;++y)if(K[o][y]!==this.contourLevels[o][y]){r=!0;break t}}this.contourLevels=K}if(r){m=this._field,a=this.shape;for(var $=[],Q=0;Q<3;++Q){var tt=this.contourLevels[Q],et=[],rt=[],nt=[0,0,0];for(o=0;o<tt.length;++o){var it=h(this._field[Q],tt[o]);et.push($.length/5|0),U=0;t:for(y=0;y<it.cells.length;++y){var at=it.cells[y];for(q=0;q<2;++q){var ot=it.positions[at[q]],st=ot[0],lt=0|Math.floor(st),ut=st-lt,ct=ot[1],ft=0|Math.floor(ct),ht=ct-ft,pt=!1;e:for(var dt=0;dt<3;++dt){nt[dt]=0;var vt=(Q+dt+1)%3;for(V=0;V<2;++V){var gt=V?ut:1-ut;for(Z=0|Math.min(Math.max(lt+V,0),a[0]),H=0;H<2;++H){var yt=H?ht:1-ht;if(Y=0|Math.min(Math.max(ft+H,0),a[1]),G=dt<2?this._field[vt].get(Z,Y):(this.intensity.get(Z,Y)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(G)||isNaN(G)){pt=!0;break e}var mt=gt*yt;nt[dt]+=mt*G}}}if(pt){if(q>0){for(var xt=0;xt<5;++xt)$.pop();U-=1}continue t}$.push(nt[0],nt[1],ot[0],ot[1],nt[2]),U+=1}}rt.push(U)}this._contourOffsets[Q]=et,this._contourCounts[Q]=rt}var bt=s.mallocFloat($.length);for(o=0;o<$.length;++o)bt[o]=$[o];this._contourBuffer.update(bt),s.freeFloat(bt)}},L.dispose=function(){this._shader.dispose(),this._vao.dispose(),this._coordinateBuffer.dispose(),this._colorMap.dispose(),this._contourBuffer.dispose(),this._contourVAO.dispose(),this._contourShader.dispose(),this._contourPickShader.dispose(),this._dynamicBuffer.dispose(),this._dynamicVAO.dispose();for(var t=0;t<3;++t)s.freeFloat(this._field[t].data)},L.highlight=function(t){var e,r;if(!t)return this._dynamicCounts=[0,0,0],this.dyanamicLevel=[NaN,NaN,NaN],void(this.highlightLevel=[-1,-1,-1]);for(e=0;e<3;++e)this.enableHighlight[e]?this.highlightLevel[e]=t.level[e]:this.highlightLevel[e]=-1;for(r=this.snapToData?t.dataCoordinate:t.position,e=0;e<3;++e)r[e]-=this.objectOffset[e];if(this.enableDynamic[0]&&r[0]!==this.dynamicLevel[0]||this.enableDynamic[1]&&r[1]!==this.dynamicLevel[1]||this.enableDynamic[2]&&r[2]!==this.dynamicLevel[2]){for(var n=0,i=this.shape,a=s.mallocFloat(12*i[0]*i[1]),o=0;o<3;++o)if(this.enableDynamic[o]){this.dynamicLevel[o]=r[o];var l=(o+1)%3,u=(o+2)%3,c=this._field[o],f=this._field[l],p=this._field[u],d=h(c,r[o]),v=d.cells,g=d.positions;for(this._dynamicOffsets[o]=n,e=0;e<v.length;++e)for(var y=v[e],m=0;m<2;++m){var x=g[y[m]],b=+x[0],_=0|b,w=0|Math.min(_+1,i[0]),T=b-_,k=1-T,A=+x[1],M=0|A,S=0|Math.min(M+1,i[1]),E=A-M,L=1-E,C=k*L,P=k*E,O=T*L,I=T*E,D=C*f.get(_,M)+P*f.get(_,S)+O*f.get(w,M)+I*f.get(w,S),z=C*p.get(_,M)+P*p.get(_,S)+O*p.get(w,M)+I*p.get(w,S);if(isNaN(D)||isNaN(z)){m&&(n-=1);break}a[2*n+0]=D,a[2*n+1]=z,n+=1}this._dynamicCounts[o]=n-this._dynamicOffsets[o]}else this.dynamicLevel[o]=NaN,this._dynamicCounts[o]=0;this._dynamicBuffer.update(a.subarray(0,2*n)),s.freeFloat(a)}}},8931:function(t,e,r){\"use strict\";var n=r(5050),i=r(7498),a=r(5306);t.exports=function(t){if(arguments.length<=1)throw new Error(\"gl-texture2d: Missing arguments for texture2d constructor\");if(o||function(t){o=[t.LINEAR,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_NEAREST],s=[t.NEAREST,t.LINEAR,t.NEAREST_MIPMAP_NEAREST,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_LINEAR],l=[t.REPEAT,t.CLAMP_TO_EDGE,t.MIRRORED_REPEAT]}(t),\"number\"==typeof arguments[1])return g(t,arguments[1],arguments[2],arguments[3]||t.RGBA,arguments[4]||t.UNSIGNED_BYTE);if(Array.isArray(arguments[1]))return g(t,0|arguments[1][0],0|arguments[1][1],arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(\"object\"==typeof arguments[1]){var e=arguments[1],r=u(e)?e:e.raw;if(r)return function(t,e,r,n,i,a){var o=v(t);return t.texImage2D(t.TEXTURE_2D,0,i,i,a,e),new h(t,o,r,n,i,a)}(t,r,0|e.width,0|e.height,arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(e.shape&&e.data&&e.stride)return function(t,e){var r=e.dtype,o=e.shape.slice(),s=t.getParameter(t.MAX_TEXTURE_SIZE);if(o[0]<0||o[0]>s||o[1]<0||o[1]>s)throw new Error(\"gl-texture2d: Invalid texture size\");var l=d(o,e.stride.slice()),u=0;\"float32\"===r?u=t.FLOAT:\"float64\"===r?(u=t.FLOAT,l=!1,r=\"float32\"):\"uint8\"===r?u=t.UNSIGNED_BYTE:(u=t.UNSIGNED_BYTE,l=!1,r=\"uint8\");var f,p,g=0;if(2===o.length)g=t.LUMINANCE,o=[o[0],o[1],1],e=n(e.data,o,[e.stride[0],e.stride[1],1],e.offset);else{if(3!==o.length)throw new Error(\"gl-texture2d: Invalid shape for texture\");if(1===o[2])g=t.ALPHA;else if(2===o[2])g=t.LUMINANCE_ALPHA;else if(3===o[2])g=t.RGB;else{if(4!==o[2])throw new Error(\"gl-texture2d: Invalid shape for pixel coords\");g=t.RGBA}}u!==t.FLOAT||t.getExtension(\"OES_texture_float\")||(u=t.UNSIGNED_BYTE,l=!1);var y=e.size;if(l)f=0===e.offset&&e.data.length===y?e.data:e.data.subarray(e.offset,e.offset+y);else{var m=[o[2],o[2]*o[0],1];p=a.malloc(y,r);var x=n(p,o,m,0);\"float32\"!==r&&\"float64\"!==r||u!==t.UNSIGNED_BYTE?i.assign(x,e):c(x,e),f=p.subarray(0,y)}var b=v(t);return t.texImage2D(t.TEXTURE_2D,0,g,o[0],o[1],0,g,u,f),l||a.free(p),new h(t,b,o[0],o[1],g,u)}(t,e)}throw new Error(\"gl-texture2d: Invalid arguments for texture2d constructor\")};var o=null,s=null,l=null;function u(t){return\"undefined\"!=typeof HTMLCanvasElement&&t instanceof HTMLCanvasElement||\"undefined\"!=typeof HTMLImageElement&&t instanceof HTMLImageElement||\"undefined\"!=typeof HTMLVideoElement&&t instanceof HTMLVideoElement||\"undefined\"!=typeof ImageData&&t instanceof ImageData}var c=function(t,e){i.muls(t,e,255)};function f(t,e,r){var n=t.gl,i=n.getParameter(n.MAX_TEXTURE_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-texture2d: Invalid texture size\");return t._shape=[e,r],t.bind(),n.texImage2D(n.TEXTURE_2D,0,t.format,e,r,0,t.format,t.type,null),t._mipLevels=[0],t}function h(t,e,r,n,i,a){this.gl=t,this.handle=e,this.format=i,this.type=a,this._shape=[r,n],this._mipLevels=[0],this._magFilter=t.NEAREST,this._minFilter=t.NEAREST,this._wrapS=t.CLAMP_TO_EDGE,this._wrapT=t.CLAMP_TO_EDGE,this._anisoSamples=1;var o=this,s=[this._wrapS,this._wrapT];Object.defineProperties(s,[{get:function(){return o._wrapS},set:function(t){return o.wrapS=t}},{get:function(){return o._wrapT},set:function(t){return o.wrapT=t}}]),this._wrapVector=s;var l=[this._shape[0],this._shape[1]];Object.defineProperties(l,[{get:function(){return o._shape[0]},set:function(t){return o.width=t}},{get:function(){return o._shape[1]},set:function(t){return o.height=t}}]),this._shapeVector=l}var p=h.prototype;function d(t,e){return 3===t.length?1===e[2]&&e[1]===t[0]*t[2]&&e[0]===t[2]:1===e[0]&&e[1]===t[0]}function v(t){var e=t.createTexture();return t.bindTexture(t.TEXTURE_2D,e),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_S,t.CLAMP_TO_EDGE),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_T,t.CLAMP_TO_EDGE),e}function g(t,e,r,n,i){var a=t.getParameter(t.MAX_TEXTURE_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-texture2d: Invalid texture shape\");if(i===t.FLOAT&&!t.getExtension(\"OES_texture_float\"))throw new Error(\"gl-texture2d: Floating point textures not supported on this platform\");var o=v(t);return t.texImage2D(t.TEXTURE_2D,0,n,e,r,0,n,i,null),new h(t,o,e,r,n,i)}Object.defineProperties(p,{minFilter:{get:function(){return this._minFilter},set:function(t){this.bind();var 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n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],u=e[8],c=e[9],f=e[10],h=e[11];return e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[0]=a*i-u*n,t[1]=o*i-c*n,t[2]=s*i-f*n,t[3]=l*i-h*n,t[8]=a*n+u*i,t[9]=o*n+c*i,t[10]=s*n+f*i,t[11]=l*n+h*i,t}},15692:function(t){t.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],u=e[4],c=e[5],f=e[6],h=e[7];return e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[0]=a*i+u*n,t[1]=o*i+c*n,t[2]=s*i+f*n,t[3]=l*i+h*n,t[4]=u*i-a*n,t[5]=c*i-o*n,t[6]=f*i-s*n,t[7]=h*i-l*n,t}},10789:function(t){t.exports=function(t,e,r){var n=r[0],i=r[1],a=r[2];return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*i,t[5]=e[5]*i,t[6]=e[6]*i,t[7]=e[7]*i,t[8]=e[8]*a,t[9]=e[9]*a,t[10]=e[10]*a,t[11]=e[11]*a,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},6726:function(t){t.exports=function(t){return\"mat4(\"+t[0]+\", \"+t[1]+\", \"+t[2]+\", \"+t[3]+\", \"+t[4]+\", \"+t[5]+\", \"+t[6]+\", \"+t[7]+\", \"+t[8]+\", \"+t[9]+\", \"+t[10]+\", \"+t[11]+\", \"+t[12]+\", \"+t[13]+\", \"+t[14]+\", \"+t[15]+\")\"}},31283:function(t){t.exports=function(t,e,r){var n,i,a,o,s,l,u,c,f,h,p,d,v=r[0],g=r[1],y=r[2];return e===t?(t[12]=e[0]*v+e[4]*g+e[8]*y+e[12],t[13]=e[1]*v+e[5]*g+e[9]*y+e[13],t[14]=e[2]*v+e[6]*g+e[10]*y+e[14],t[15]=e[3]*v+e[7]*g+e[11]*y+e[15]):(n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],u=e[6],c=e[7],f=e[8],h=e[9],p=e[10],d=e[11],t[0]=n,t[1]=i,t[2]=a,t[3]=o,t[4]=s,t[5]=l,t[6]=u,t[7]=c,t[8]=f,t[9]=h,t[10]=p,t[11]=d,t[12]=n*v+s*g+f*y+e[12],t[13]=i*v+l*g+h*y+e[13],t[14]=a*v+u*g+p*y+e[14],t[15]=o*v+c*g+d*y+e[15]),t}},88654:function(t){t.exports=function(t,e){if(t===e){var r=e[1],n=e[2],i=e[3],a=e[6],o=e[7],s=e[11];t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=r,t[6]=e[9],t[7]=e[13],t[8]=n,t[9]=a,t[11]=e[14],t[12]=i,t[13]=o,t[14]=s}else t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},42505:function(t,e,r){\"use strict\";var n=r(72791),i=r(71299),a=r(98580),o=r(12018),s=r(83522),l=r(25075),u=r(68016),c=r(58404),f=r(18863),h=r(10973),p=r(25677),d=r(75686),v=r(53545),g=r(56131),y=r(32879),m=r(30120),x=r(13547).nextPow2,b=new s,_=!1;if(document.body){var w=document.body.appendChild(document.createElement(\"div\"));w.style.font=\"italic small-caps bold condensed 16px/2 cursive\",getComputedStyle(w).fontStretch&&(_=!0),document.body.removeChild(w)}var T=function(t){!function(t){return\"function\"==typeof t&&t._gl&&t.prop&&t.texture&&t.buffer}(t)?this.gl=o(t):(t={regl:t},this.gl=t.regl._gl),this.shader=b.get(this.gl),this.shader?this.regl=this.shader.regl:this.regl=t.regl||a({gl:this.gl}),this.charBuffer=this.regl.buffer({type:\"uint8\",usage:\"stream\"}),this.sizeBuffer=this.regl.buffer({type:\"float\",usage:\"stream\"}),this.shader||(this.shader=this.createShader(),b.set(this.gl,this.shader)),this.batch=[],this.fontSize=[],this.font=[],this.fontAtlas=[],this.draw=this.shader.draw.bind(this),this.render=function(){this.regl._refresh(),this.draw(this.batch)},this.canvas=this.gl.canvas,this.update(h(t)?t:{})};T.prototype.createShader=function(){var t=this.regl,e=t({blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst 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float fontSize, charStep, em, align, baseline;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform vec4 color;\\n\\t\\t\\tuniform vec2 atlasSize, atlasDim, scale, translate, positionOffset;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 offset = floor(em * (vec2(align + charOffset, baseline)\\n\\t\\t\\t\\t\\t+ vec2(positionOffset.x, -positionOffset.y)))\\n\\t\\t\\t\\t\\t/ (viewport.zw * scale.xy);\\n\\n\\t\\t\\t\\tvec2 position = (position + translate) * scale;\\n\\t\\t\\t\\tposition += offset * scale;\\n\\n\\t\\t\\t\\tcharCoord = position * viewport.zw + viewport.xy;\\n\\n\\t\\t\\t\\tgl_Position = vec4(position * 2. - 1., 0, 1);\\n\\n\\t\\t\\t\\tgl_PointSize = charStep;\\n\\n\\t\\t\\t\\tcharId.x = mod(char, atlasDim.x);\\n\\t\\t\\t\\tcharId.y = floor(char / atlasDim.x);\\n\\n\\t\\t\\t\\tcharWidth = width * em;\\n\\n\\t\\t\\t\\tfontColor = color / 255.;\\n\\t\\t\\t}\",frag:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tuniform float fontSize, charStep, opacity;\\n\\t\\t\\tuniform vec2 atlasSize;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform sampler2D atlas;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\n\\t\\t\\tfloat lightness(vec4 color) {\\n\\t\\t\\t\\treturn color.r * 0.299 + color.g * 0.587 + color.b * 0.114;\\n\\t\\t\\t}\\n\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 uv = gl_FragCoord.xy - charCoord + charStep * .5;\\n\\t\\t\\t\\tfloat halfCharStep = floor(charStep * .5 + .5);\\n\\n\\t\\t\\t\\t// invert y and shift by 1px (FF expecially needs that)\\n\\t\\t\\t\\tuv.y = charStep - uv.y;\\n\\n\\t\\t\\t\\t// ignore points outside of character bounding box\\n\\t\\t\\t\\tfloat halfCharWidth = ceil(charWidth * .5);\\n\\t\\t\\t\\tif (floor(uv.x) > halfCharStep + halfCharWidth ||\\n\\t\\t\\t\\t\\tfloor(uv.x) < halfCharStep - halfCharWidth) return;\\n\\n\\t\\t\\t\\tuv += charId * charStep;\\n\\t\\t\\t\\tuv = uv / atlasSize;\\n\\n\\t\\t\\t\\tvec4 color = fontColor;\\n\\t\\t\\t\\tvec4 mask = texture2D(atlas, uv);\\n\\n\\t\\t\\t\\tfloat maskY = lightness(mask);\\n\\t\\t\\t\\t// float colorY = lightness(color);\\n\\t\\t\\t\\tcolor.a *= maskY;\\n\\t\\t\\t\\tcolor.a *= opacity;\\n\\n\\t\\t\\t\\t// color.a += .1;\\n\\n\\t\\t\\t\\t// antialiasing, see yiq color space y-channel formula\\n\\t\\t\\t\\t// color.rgb += (1. - color.rgb) * (1. - mask.rgb);\\n\\n\\t\\t\\t\\tgl_FragColor = color;\\n\\t\\t\\t}\"});return{regl:t,draw:e,atlas:{}}},T.prototype.update=function(t){var e=this;if(\"string\"==typeof t)t={text:t};else if(!t)return;null!=(t=i(t,{position:\"position positions coord coords coordinates\",font:\"font fontFace fontface typeface cssFont css-font family fontFamily\",fontSize:\"fontSize fontsize size font-size\",text:\"text texts chars characters value values symbols\",align:\"align alignment textAlign textbaseline\",baseline:\"baseline textBaseline textbaseline\",direction:\"dir direction textDirection\",color:\"color colour fill fill-color fillColor textColor textcolor\",kerning:\"kerning kern\",range:\"range dataBox\",viewport:\"vp viewport viewBox viewbox viewPort\",opacity:\"opacity alpha transparency visible visibility opaque\",offset:\"offset positionOffset padding shift indent indentation\"},!0)).opacity&&(Array.isArray(t.opacity)?this.opacity=t.opacity.map((function(t){return parseFloat(t)})):this.opacity=parseFloat(t.opacity)),null!=t.viewport&&(this.viewport=f(t.viewport),this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null==this.viewport&&(this.viewport={x:0,y:0,width:this.gl.drawingBufferWidth,height:this.gl.drawingBufferHeight},this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null!=t.kerning&&(this.kerning=t.kerning),null!=t.offset&&(\"number\"==typeof t.offset&&(t.offset=[t.offset,0]),this.positionOffset=m(t.offset)),t.direction&&(this.direction=t.direction),t.range&&(this.range=t.range,this.scale=[1/(t.range[2]-t.range[0]),1/(t.range[3]-t.range[1])],this.translate=[-t.range[0],-t.range[1]]),t.scale&&(this.scale=t.scale),t.translate&&(this.translate=t.translate),this.scale||(this.scale=[1/this.viewport.width,1/this.viewport.height]),this.translate||(this.translate=[0,0]),this.font.length||t.font||(t.font=T.baseFontSize+\"px sans-serif\");var r,a=!1,o=!1;if(t.font&&(Array.isArray(t.font)?t.font:[t.font]).forEach((function(t,r){if(\"string\"==typeof t)try{t=n.parse(t)}catch(e){t=n.parse(T.baseFontSize+\"px \"+t)}else t=n.parse(n.stringify(t));var i=n.stringify({size:T.baseFontSize,family:t.family,stretch:_?t.stretch:void 0,variant:t.variant,weight:t.weight,style:t.style}),s=p(t.size),l=Math.round(s[0]*d(s[1]));if(l!==e.fontSize[r]&&(o=!0,e.fontSize[r]=l),!(e.font[r]&&i==e.font[r].baseString||(a=!0,e.font[r]=T.fonts[i],e.font[r]))){var u=t.family.join(\", \"),c=[t.style];t.style!=t.variant&&c.push(t.variant),t.variant!=t.weight&&c.push(t.weight),_&&t.weight!=t.stretch&&c.push(t.stretch),e.font[r]={baseString:i,family:u,weight:t.weight,stretch:t.stretch,style:t.style,variant:t.variant,width:{},kerning:{},metrics:y(u,{origin:\"top\",fontSize:T.baseFontSize,fontStyle:c.join(\" \")})},T.fonts[i]=e.font[r]}})),(a||o)&&this.font.forEach((function(r,i){var a=n.stringify({size:e.fontSize[i],family:r.family,stretch:_?r.stretch:void 0,variant:r.variant,weight:r.weight,style:r.style});if(e.fontAtlas[i]=e.shader.atlas[a],!e.fontAtlas[i]){var o=r.metrics;e.shader.atlas[a]=e.fontAtlas[i]={fontString:a,step:2*Math.ceil(e.fontSize[i]*o.bottom*.5),em:e.fontSize[i],cols:0,rows:0,height:0,width:0,chars:[],ids:{},texture:e.regl.texture()}}null==t.text&&(t.text=e.text)})),\"string\"==typeof t.text&&t.position&&t.position.length>2){for(var 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Math.atan2(this.y-t.y,this.x-t.x)},angleWith:function(t){return this.angleWithSep(t.x,t.y)},angleWithSep:function(t,e){return Math.atan2(this.x*e-this.y*t,this.x*t+this.y*e)},_matMult:function(t){var e=t[0]*this.x+t[1]*this.y,r=t[2]*this.x+t[3]*this.y;return this.x=e,this.y=r,this},_add:function(t){return this.x+=t.x,this.y+=t.y,this},_sub:function(t){return this.x-=t.x,this.y-=t.y,this},_mult:function(t){return this.x*=t,this.y*=t,this},_div:function(t){return this.x/=t,this.y/=t,this},_multByPoint:function(t){return this.x*=t.x,this.y*=t.y,this},_divByPoint:function(t){return this.x/=t.x,this.y/=t.y,this},_unit:function(){return this._div(this.mag()),this},_perp:function(){var t=this.y;return this.y=this.x,this.x=-t,this},_rotate:function(t){var e=Math.cos(t),r=Math.sin(t),n=e*this.x-r*this.y,i=r*this.x+e*this.y;return this.x=n,this.y=i,this},_rotateAround:function(t,e){var r=Math.cos(t),n=Math.sin(t),i=e.x+r*(this.x-e.x)-n*(this.y-e.y),a=e.y+n*(this.x-e.x)+r*(this.y-e.y);return 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r.width=t.width,r.height=t.height,n.drawImage(t,0,0,t.width,t.height),n.getImageData(-e,-e,t.width+2*e,t.height+2*e)},resolveURL:function(t){return C||(C=self.document.createElement(\"a\")),C.href=t,C.href},hardwareConcurrency:self.navigator.hardwareConcurrency||4,get devicePixelRatio(){return self.devicePixelRatio},get prefersReducedMotion(){return!!self.matchMedia&&(null==P&&(P=self.matchMedia(\"(prefers-reduced-motion: reduce)\")),P.matches)}},B={API_URL:\"https://api.mapbox.com\",get EVENTS_URL(){return this.API_URL?0===this.API_URL.indexOf(\"https://api.mapbox.cn\")?\"https://events.mapbox.cn/events/v2\":0===this.API_URL.indexOf(\"https://api.mapbox.com\")?\"https://events.mapbox.com/events/v2\":null:null},FEEDBACK_URL:\"https://apps.mapbox.com/feedback\",REQUIRE_ACCESS_TOKEN:!0,ACCESS_TOKEN:null,MAX_PARALLEL_IMAGE_REQUESTS:16},N={supported:!1,testSupport:function(t){!j&&I&&(U?V(t):O=t)}},j=!1,U=!1;function V(t){var 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Date.now()>this._skuTokenExpiresAt},q.prototype.transformRequest=function(t,e){return this._transformRequestFn&&this._transformRequestFn(t,e)||{url:t}},q.prototype.normalizeStyleURL=function(t,e){if(!G(t))return t;var r=X(t);return r.path=\"/styles/v1\"+r.path,this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeGlyphsURL=function(t,e){if(!G(t))return t;var r=X(t);return r.path=\"/fonts/v1\"+r.path,this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeSourceURL=function(t,e){if(!G(t))return t;var r=X(t);return r.path=\"/v4/\"+r.authority+\".json\",r.params.push(\"secure\"),this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeSpriteURL=function(t,e,r,n){var i=X(t);return G(t)?(i.path=\"/styles/v1\"+i.path+\"/sprite\"+e+r,this._makeAPIURL(i,this._customAccessToken||n)):(i.path+=\"\"+e+r,J(i))},q.prototype.normalizeTileURL=function(t,e){if(this._isSkuTokenExpired()&&this._createSkuToken(),t&&!G(t))return t;var r=X(t),n=F.devicePixelRatio>=2||512===e?\"@2x\":\"\",i=N.supported?\".webp\":\"$1\";r.path=r.path.replace(/(\\.(png|jpg)\\d*)(?=$)/,\"\"+n+i),r.path=r.path.replace(/^.+\\/v4\\//,\"/\"),r.path=\"/v4\"+r.path;var a=this._customAccessToken||function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e].match(/^access_token=(.*)$/);if(n)return n[1]}return null}(r.params)||B.ACCESS_TOKEN;return B.REQUIRE_ACCESS_TOKEN&&a&&this._skuToken&&r.params.push(\"sku=\"+this._skuToken),this._makeAPIURL(r,a)},q.prototype.canonicalizeTileURL=function(t,e){var r=X(t);if(!r.path.match(/(^\\/v4\\/)/)||!r.path.match(/\\.[\\w]+$/))return t;var n=\"mapbox://tiles/\";n+=r.path.replace(\"/v4/\",\"\");var i=r.params;return e&&(i=i.filter((function(t){return!t.match(/^access_token=/)}))),i.length&&(n+=\"?\"+i.join(\"&\")),n},q.prototype.canonicalizeTileset=function(t,e){for(var r=!!e&&G(e),n=[],i=0,a=t.tiles||[];i<a.length;i+=1){var o=a[i];Y(o)?n.push(this.canonicalizeTileURL(o,r)):n.push(o)}return n},q.prototype._makeAPIURL=function(t,e){var r=\"See https://www.mapbox.com/api-documentation/#access-tokens-and-token-scopes\",n=X(B.API_URL);if(t.protocol=n.protocol,t.authority=n.authority,\"/\"!==n.path&&(t.path=\"\"+n.path+t.path),!B.REQUIRE_ACCESS_TOKEN)return J(t);if(!(e=e||B.ACCESS_TOKEN))throw new Error(\"An API access token is required to use Mapbox GL. \"+r);if(\"s\"===e[0])throw new Error(\"Use a public access token (pk.*) with Mapbox GL, not a secret access token (sk.*). \"+r);return t.params=t.params.filter((function(t){return-1===t.indexOf(\"access_token\")})),t.params.push(\"access_token=\"+e),J(t)};var Z=/^((https?:)?\\/\\/)?([^\\/]+\\.)?mapbox\\.c(n|om)(\\/|\\?|$)/i;function Y(t){return Z.test(t)}var W=/^(\\w+):\\/\\/([^/?]*)(\\/[^?]+)?\\??(.+)?/;function X(t){var e=t.match(W);if(!e)throw new Error(\"Unable to parse URL object\");return{protocol:e[1],authority:e[2],path:e[3]||\"/\",params:e[4]?e[4].split(\"&\"):[]}}function J(t){var e=t.params.length?\"?\"+t.params.join(\"&\"):\"\";return t.protocol+\"://\"+t.authority+t.path+e}var K=\"mapbox.eventData\";function $(t){if(!t)return null;var e,r=t.split(\".\");if(!r||3!==r.length)return null;try{return JSON.parse((e=r[1],decodeURIComponent(self.atob(e).split(\"\").map((function(t){return\"%\"+(\"00\"+t.charCodeAt(0).toString(16)).slice(-2)})).join(\"\"))))}catch(t){return null}}var Q=function(t){this.type=t,this.anonId=null,this.eventData={},this.queue=[],this.pendingRequest=null};Q.prototype.getStorageKey=function(t){var e,r,n=$(B.ACCESS_TOKEN);return e=n&&n.u?(r=n.u,self.btoa(encodeURIComponent(r).replace(/%([0-9A-F]{2})/g,(function(t,e){return String.fromCharCode(Number(\"0x\"+e))})))):B.ACCESS_TOKEN||\"\",t?K+\".\"+t+\":\"+e:K+\":\"+e},Q.prototype.fetchEventData=function(){var t=L(\"localStorage\"),e=this.getStorageKey(),r=this.getStorageKey(\"uuid\");if(t)try{var n=self.localStorage.getItem(e);n&&(this.eventData=JSON.parse(n));var 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r=this.queue.shift(),n=r.id,i=r.timestamp;n&&this.success[n]||(this.anonId||this.fetchEventData(),v(this.anonId)||(this.anonId=d()),this.postEvent(i,{skuToken:this.skuToken},(function(t){t||n&&(e.success[n]=!0)}),t))}},e}(Q),nt=function(t){function e(e){t.call(this,\"appUserTurnstile\"),this._customAccessToken=e}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.postTurnstileEvent=function(t,e){B.EVENTS_URL&&B.ACCESS_TOKEN&&Array.isArray(t)&&t.some((function(t){return G(t)||Y(t)}))&&this.queueRequest(Date.now(),e)},e.prototype.processRequests=function(t){var e=this;if(!this.pendingRequest&&0!==this.queue.length){this.anonId&&this.eventData.lastSuccess&&this.eventData.tokenU||this.fetchEventData();var r=$(B.ACCESS_TOKEN),n=r?r.u:B.ACCESS_TOKEN,i=n!==this.eventData.tokenU;v(this.anonId)||(this.anonId=d(),i=!0);var a=this.queue.shift();if(this.eventData.lastSuccess){var o=new Date(this.eventData.lastSuccess),s=new 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n(t){return(t=Math.round(t))<0?0:t>255?255:t}function i(t){return t<0?0:t>1?1:t}function a(t){return\"%\"===t[t.length-1]?n(parseFloat(t)/100*255):n(parseInt(t))}function o(t){return\"%\"===t[t.length-1]?i(parseFloat(t)/100):i(parseFloat(t))}function s(t,e,r){return r<0?r+=1:r>1&&(r-=1),6*r<1?t+(e-t)*r*6:2*r<1?e:3*r<2?t+(e-t)*(2/3-r)*6:t}try{e.parseCSSColor=function(t){var e,i=t.replace(/ /g,\"\").toLowerCase();if(i in r)return r[i].slice();if(\"#\"===i[0])return 4===i.length?(e=parseInt(i.substr(1),16))>=0&&e<=4095?[(3840&e)>>4|(3840&e)>>8,240&e|(240&e)>>4,15&e|(15&e)<<4,1]:null:7===i.length&&(e=parseInt(i.substr(1),16))>=0&&e<=16777215?[(16711680&e)>>16,(65280&e)>>8,255&e,1]:null;var l=i.indexOf(\"(\"),u=i.indexOf(\")\");if(-1!==l&&u+1===i.length){var c=i.substr(0,l),f=i.substr(l+1,u-(l+1)).split(\",\"),h=1;switch(c){case\"rgba\":if(4!==f.length)return null;h=o(f.pop());case\"rgb\":return 3!==f.length?null:[a(f[0]),a(f[1]),a(f[2]),h];case\"hsla\":if(4!==f.length)return 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se=function(t,e,r){this.sensitivity=t?e?\"variant\":\"case\":e?\"accent\":\"base\",this.locale=r,this.collator=new Intl.Collator(this.locale?this.locale:[],{sensitivity:this.sensitivity,usage:\"search\"})};se.prototype.compare=function(t,e){return this.collator.compare(t,e)},se.prototype.resolvedLocale=function(){return new Intl.Collator(this.locale?this.locale:[]).resolvedOptions().locale};var le=function(t,e,r,n,i){this.text=t,this.image=e,this.scale=r,this.fontStack=n,this.textColor=i},ue=function(t){this.sections=t};ue.fromString=function(t){return new ue([new le(t,null,null,null,null)])},ue.prototype.isEmpty=function(){return 0===this.sections.length||!this.sections.some((function(t){return 0!==t.text.length||t.image&&0!==t.image.name.length}))},ue.factory=function(t){return t instanceof ue?t:ue.fromString(t)},ue.prototype.toString=function(){return 0===this.sections.length?\"\":this.sections.map((function(t){return t.text})).join(\"\")},ue.prototype.serialize=function(){for(var t=[\"format\"],e=0,r=this.sections;e<r.length;e+=1){var n=r[e];if(n.image)t.push([\"image\",n.image.name]);else{t.push(n.text);var i={};n.fontStack&&(i[\"text-font\"]=[\"literal\",n.fontStack.split(\",\")]),n.scale&&(i[\"font-scale\"]=n.scale),n.textColor&&(i[\"text-color\"]=[\"rgba\"].concat(n.textColor.toArray())),t.push(i)}}return t};var ce=function(t){this.name=t.name,this.available=t.available};function fe(t,e,r,n){return\"number\"==typeof t&&t>=0&&t<=255&&\"number\"==typeof e&&e>=0&&e<=255&&\"number\"==typeof r&&r>=0&&r<=255?void 0===n||\"number\"==typeof n&&n>=0&&n<=1?null:\"Invalid rgba value [\"+[t,e,r,n].join(\", \")+\"]: 'a' must be between 0 and 1.\":\"Invalid rgba value [\"+(\"number\"==typeof n?[t,e,r,n]:[t,e,r]).join(\", \")+\"]: 'r', 'g', and 'b' must be between 0 and 255.\"}function he(t){if(null===t)return!0;if(\"string\"==typeof t)return!0;if(\"boolean\"==typeof t)return!0;if(\"number\"==typeof t)return!0;if(t instanceof oe)return!0;if(t instanceof se)return!0;if(t 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ve=function(t,e){this.type=t,this.value=e};ve.parse=function(t,e){if(2!==t.length)return e.error(\"'literal' expression requires exactly one argument, but found \"+(t.length-1)+\" instead.\");if(!he(t[1]))return e.error(\"invalid value\");var r=t[1],n=pe(r),i=e.expectedType;return\"array\"!==n.kind||0!==n.N||!i||\"array\"!==i.kind||\"number\"==typeof i.N&&0!==i.N||(n=i),new ve(n,r)},ve.prototype.evaluate=function(){return this.value},ve.prototype.eachChild=function(){},ve.prototype.outputDefined=function(){return!0},ve.prototype.serialize=function(){return\"array\"===this.type.kind||\"object\"===this.type.kind?[\"literal\",this.value]:this.value instanceof oe?[\"rgba\"].concat(this.value.toArray()):this.value instanceof ue?this.value.serialize():this.value};var ge=function(t){this.name=\"ExpressionEvaluationError\",this.message=t};ge.prototype.toJSON=function(){return this.message};var ye={string:qt,number:Ht,boolean:Gt,object:Yt},me=function(t,e){this.type=t,this.args=e};me.parse=function(t,e){if(t.length<2)return e.error(\"Expected at least one argument.\");var r,n=1,i=t[0];if(\"array\"===i){var a,o;if(t.length>2){var s=t[1];if(\"string\"!=typeof s||!(s in ye)||\"object\"===s)return e.error('The item type argument of \"array\" must be one of string, number, boolean',1);a=ye[s],n++}else a=Wt;if(t.length>3){if(null!==t[2]&&(\"number\"!=typeof t[2]||t[2]<0||t[2]!==Math.floor(t[2])))return e.error('The length argument to \"array\" must be a positive integer literal',2);o=t[2],n++}r=$t(a,o)}else r=ye[i];for(var l=[];n<t.length;n++){var u=e.parse(t[n],n,Wt);if(!u)return null;l.push(u)}return new me(r,l)},me.prototype.evaluate=function(t){for(var e=0;e<this.args.length;e++){var r=this.args[e].evaluate(t);if(!ee(this.type,pe(r)))return r;if(e===this.args.length-1)throw new ge(\"Expected value to be of type \"+Qt(this.type)+\", but found \"+Qt(pe(r))+\" instead.\")}return null},me.prototype.eachChild=function(t){this.args.forEach(t)},me.prototype.outputDefined=function(){return this.args.every((function(t){return t.outputDefined()}))},me.prototype.serialize=function(){var t=this.type,e=[t.kind];if(\"array\"===t.kind){var r=t.itemType;if(\"string\"===r.kind||\"number\"===r.kind||\"boolean\"===r.kind){e.push(r.kind);var n=t.N;(\"number\"==typeof n||this.args.length>1)&&e.push(n)}}return e.concat(this.args.map((function(t){return t.serialize()})))};var xe=function(t){this.type=Jt,this.sections=t};xe.parse=function(t,e){if(t.length<2)return e.error(\"Expected at least one argument.\");var r=t[1];if(!Array.isArray(r)&&\"object\"==typeof r)return e.error(\"First argument must be an image or text section.\");for(var n=[],i=!1,a=1;a<=t.length-1;++a){var o=t[a];if(i&&\"object\"==typeof o&&!Array.isArray(o)){i=!1;var s=null;if(o[\"font-scale\"]&&!(s=e.parse(o[\"font-scale\"],1,Ht)))return null;var l=null;if(o[\"text-font\"]&&!(l=e.parse(o[\"text-font\"],1,$t(qt))))return null;var u=null;if(o[\"text-color\"]&&!(u=e.parse(o[\"text-color\"],1,Zt)))return null;var c=n[n.length-1];c.scale=s,c.font=l,c.textColor=u}else{var f=e.parse(t[a],1,Wt);if(!f)return null;var h=f.type.kind;if(\"string\"!==h&&\"value\"!==h&&\"null\"!==h&&\"resolvedImage\"!==h)return e.error(\"Formatted text type must be 'string', 'value', 'image' or 'null'.\");i=!0,n.push({content:f,scale:null,font:null,textColor:null})}}return new xe(n)},xe.prototype.evaluate=function(t){return new ue(this.sections.map((function(e){var r=e.content.evaluate(t);return pe(r)===Kt?new le(\"\",r,null,null,null):new le(de(r),null,e.scale?e.scale.evaluate(t):null,e.font?e.font.evaluate(t).join(\",\"):null,e.textColor?e.textColor.evaluate(t):null)})))},xe.prototype.eachChild=function(t){for(var e=0,r=this.sections;e<r.length;e+=1){var n=r[e];t(n.content),n.scale&&t(n.scale),n.font&&t(n.font),n.textColor&&t(n.textColor)}},xe.prototype.outputDefined=function(){return!1},xe.prototype.serialize=function(){for(var t=[\"format\"],e=0,r=this.sections;e<r.length;e+=1){var n=r[e];t.push(n.content.serialize());var i={};n.scale&&(i[\"font-scale\"]=n.scale.serialize()),n.font&&(i[\"text-font\"]=n.font.serialize()),n.textColor&&(i[\"text-color\"]=n.textColor.serialize()),t.push(i)}return t};var be=function(t){this.type=Kt,this.input=t};be.parse=function(t,e){if(2!==t.length)return e.error(\"Expected two arguments.\");var r=e.parse(t[1],1,qt);return r?new be(r):e.error(\"No image name provided.\")},be.prototype.evaluate=function(t){var e=this.input.evaluate(t),r=ce.fromString(e);return r&&t.availableImages&&(r.available=t.availableImages.indexOf(e)>-1),r},be.prototype.eachChild=function(t){t(this.input)},be.prototype.outputDefined=function(){return!1},be.prototype.serialize=function(){return[\"image\",this.input.serialize()]};var 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a=Je(e,n),o=e[a],s=e[a+1],l=xr.interpolationFactor(this.interpolation,n,o,s),u=r[a].evaluate(t),c=r[a+1].evaluate(t);return\"interpolate\"===this.operator?Qe[this.type.kind.toLowerCase()](u,c,l):\"interpolate-hcl\"===this.operator?yr.reverse(yr.interpolate(yr.forward(u),yr.forward(c),l)):gr.reverse(gr.interpolate(gr.forward(u),gr.forward(c),l))},xr.prototype.eachChild=function(t){t(this.input);for(var e=0,r=this.outputs;e<r.length;e+=1)t(r[e])},xr.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))},xr.prototype.serialize=function(){var t;t=\"linear\"===this.interpolation.name?[\"linear\"]:\"exponential\"===this.interpolation.name?1===this.interpolation.base?[\"linear\"]:[\"exponential\",this.interpolation.base]:[\"cubic-bezier\"].concat(this.interpolation.controlPoints);for(var e=[this.operator,t,this.input.serialize()],r=0;r<this.labels.length;r++)e.push(this.labels[r],this.outputs[r].serialize());return e};var _r=function(t,e){this.type=t,this.args=e};_r.parse=function(t,e){if(t.length<2)return e.error(\"Expectected at least one argument.\");var r=null,n=e.expectedType;n&&\"value\"!==n.kind&&(r=n);for(var i=[],a=0,o=t.slice(1);a<o.length;a+=1){var s=o[a],l=e.parse(s,1+i.length,r,void 0,{typeAnnotation:\"omit\"});if(!l)return null;r=r||l.type,i.push(l)}var u=n&&i.some((function(t){return ee(n,t.type)}));return new _r(u?Wt:r,i)},_r.prototype.evaluate=function(t){for(var e,r=null,n=0,i=0,a=this.args;i<a.length&&(n++,(r=a[i].evaluate(t))&&r instanceof ce&&!r.available&&(e||(e=r.name),r=null,n===this.args.length&&(r=e)),null===r);i+=1);return r},_r.prototype.eachChild=function(t){this.args.forEach(t)},_r.prototype.outputDefined=function(){return this.args.every((function(t){return t.outputDefined()}))},_r.prototype.serialize=function(){var t=[\"coalesce\"];return this.eachChild((function(e){t.push(e.serialize())})),t};var wr=function(t,e){this.type=e.type,this.bindings=[].concat(t),this.result=e};wr.prototype.evaluate=function(t){return this.result.evaluate(t)},wr.prototype.eachChild=function(t){for(var e=0,r=this.bindings;e<r.length;e+=1)t(r[e][1]);t(this.result)},wr.parse=function(t,e){if(t.length<4)return e.error(\"Expected at least 3 arguments, but found \"+(t.length-1)+\" instead.\");for(var r=[],n=1;n<t.length-1;n+=2){var i=t[n];if(\"string\"!=typeof i)return e.error(\"Expected string, but found \"+typeof i+\" instead.\",n);if(/[^a-zA-Z0-9_]/.test(i))return e.error(\"Variable names must contain only alphanumeric characters or '_'.\",n);var a=e.parse(t[n+1],n+1);if(!a)return null;r.push([i,a])}var o=e.parse(t[t.length-1],t.length-1,e.expectedType,r);return o?new wr(r,o):null},wr.prototype.outputDefined=function(){return this.result.outputDefined()},wr.prototype.serialize=function(){for(var t=[\"let\"],e=0,r=this.bindings;e<r.length;e+=1){var n=r[e],i=n[0],a=n[1];t.push(i,a.serialize())}return 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kr=function(t,e){this.type=Gt,this.needle=t,this.haystack=e};kr.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Wt),n=e.parse(t[2],2,Wt);return r&&n?re(r.type,[Gt,qt,Ht,Vt,Wt])?new kr(r,n):e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Qt(r.type)+\" instead\"):null},kr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!r)return!1;if(!ne(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new ge(\"Expected first argument to be of type boolean, string, number or null, but found \"+Qt(pe(e))+\" instead.\");if(!ne(r,[\"string\",\"array\"]))throw new ge(\"Expected second argument to be of type array or string, but found \"+Qt(pe(r))+\" instead.\");return r.indexOf(e)>=0},kr.prototype.eachChild=function(t){t(this.needle),t(this.haystack)},kr.prototype.outputDefined=function(){return!0},kr.prototype.serialize=function(){return[\"in\",this.needle.serialize(),this.haystack.serialize()]};var Ar=function(t,e,r){this.type=Ht,this.needle=t,this.haystack=e,this.fromIndex=r};Ar.parse=function(t,e){if(t.length<=2||t.length>=5)return e.error(\"Expected 3 or 4 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Wt),n=e.parse(t[2],2,Wt);if(!r||!n)return null;if(!re(r.type,[Gt,qt,Ht,Vt,Wt]))return e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Qt(r.type)+\" instead\");if(4===t.length){var i=e.parse(t[3],3,Ht);return i?new Ar(r,n,i):null}return new Ar(r,n)},Ar.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!ne(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new ge(\"Expected first argument to be of type boolean, string, number or 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Er(r.type,r,n)},Er.prototype.evaluate=function(t){var e=this.input.evaluate(t),r=this.beginIndex.evaluate(t);if(!ne(e,[\"string\",\"array\"]))throw new ge(\"Expected first argument to be of type array or string, but found \"+Qt(pe(e))+\" instead.\");if(this.endIndex){var n=this.endIndex.evaluate(t);return e.slice(r,n)}return e.slice(r)},Er.prototype.eachChild=function(t){t(this.input),t(this.beginIndex),this.endIndex&&t(this.endIndex)},Er.prototype.outputDefined=function(){return!1},Er.prototype.serialize=function(){if(null!=this.endIndex&&void 0!==this.endIndex){var t=this.endIndex.serialize();return[\"slice\",this.input.serialize(),this.beginIndex.serialize(),t]}return[\"slice\",this.input.serialize(),this.beginIndex.serialize()]};var Or=Pr(\"==\",(function(t,e,r){return e===r}),Cr),Ir=Pr(\"!=\",(function(t,e,r){return e!==r}),(function(t,e,r,n){return!Cr(0,e,r,n)})),Dr=Pr(\"<\",(function(t,e,r){return e<r}),(function(t,e,r,n){return 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e=[],a=t.value,s=t.key;if(\"array\"!==Jr(a))return[new zt(s,a,\"array expected, \"+Jr(a)+\" found\")];if(2!==a.length)return[new zt(s,a,\"array length 2 expected, length \"+a.length+\" found\")];if(u){if(\"object\"!==Jr(a[0]))return[new zt(s,a,\"object expected, \"+Jr(a[0])+\" found\")];if(void 0===a[0].zoom)return[new zt(s,a,\"object stop key must have zoom\")];if(void 0===a[0].value)return[new zt(s,a,\"object stop key must have value\")];if(n&&n>Bt(a[0].zoom))return[new zt(s,a[0].zoom,\"stop zoom values must appear in ascending order\")];Bt(a[0].zoom)!==n&&(n=Bt(a[0].zoom),r=void 0,o={}),e=e.concat(dn({key:s+\"[0]\",value:a[0],valueSpec:{zoom:{}},style:t.style,styleSpec:t.styleSpec,objectElementValidators:{zoom:gn,value:h}}))}else e=e.concat(h({key:s+\"[0]\",value:a[0],valueSpec:{},style:t.style,styleSpec:t.styleSpec},a));return sn(Nt(a[1]))?e.concat([new zt(s+\"[1]\",a[1],\"expressions are not allowed in function 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t.length<=1?\"any\"!==r:\"==\"===r?Mn(t[1],t[2],\"==\"):\"!=\"===r?Ln(Mn(t[1],t[2],\"==\")):\"<\"===r||\">\"===r||\"<=\"===r||\">=\"===r?Mn(t[1],t[2],r):\"any\"===r?(e=t.slice(1),[\"any\"].concat(e.map(An))):\"all\"===r?[\"all\"].concat(t.slice(1).map(An)):\"none\"===r?[\"all\"].concat(t.slice(1).map(An).map(Ln)):\"in\"===r?Sn(t[1],t.slice(2)):\"!in\"===r?Ln(Sn(t[1],t.slice(2))):\"has\"===r?En(t[1]):\"!has\"===r?Ln(En(t[1])):\"within\"!==r||t}function Mn(t,e,r){switch(t){case\"$type\":return[\"filter-type-\"+r,e];case\"$id\":return[\"filter-id-\"+r,e];default:return[\"filter-\"+r,t,e]}}function Sn(t,e){if(0===e.length)return!1;switch(t){case\"$type\":return[\"filter-type-in\",[\"literal\",e]];case\"$id\":return[\"filter-id-in\",[\"literal\",e]];default:return e.length>200&&!e.some((function(t){return typeof t!=typeof e[0]}))?[\"filter-in-large\",t,[\"literal\",e.sort(Tn)]]:[\"filter-in-small\",t,[\"literal\",e]]}}function 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r=t.key,n=t.style,i=t.styleSpec,a=t.value,o=t.objectKey,s=i[e+\"_\"+t.layerType];if(!s)return[];var l=o.match(/^(.*)-transition$/);if(\"paint\"===e&&l&&s[l[1]]&&s[l[1]].transition)return Un({key:r,value:a,valueSpec:i.transition,style:n,styleSpec:i});var u,c=t.valueSpec||s[o];if(!c)return[new zt(r,a,'unknown property \"'+o+'\"')];if(\"string\"===Jr(a)&&Yr(c)&&!c.tokens&&(u=/^{([^}]+)}$/.exec(a)))return[new zt(r,a,'\"'+o+'\" does not support interpolation syntax\\nUse an identity property function instead: `{ \"type\": \"identity\", \"property\": '+JSON.stringify(u[1])+\" }`.\")];var f=[];return\"symbol\"===t.layerType&&(\"text-field\"===o&&n&&!n.glyphs&&f.push(new zt(r,a,'use of \"text-field\" requires a style \"glyphs\" property')),\"text-font\"===o&&Kr(Nt(a))&&\"identity\"===Bt(a.type)&&f.push(new zt(r,a,'\"text-font\" does not support identity 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h=i.sources&&i.sources[r.source],p=h&&Bt(h.type);h?\"vector\"===p&&\"raster\"===s?e.push(new zt(n,r.source,'layer \"'+r.id+'\" requires a raster source')):\"raster\"===p&&\"raster\"!==s?e.push(new zt(n,r.source,'layer \"'+r.id+'\" requires a vector source')):\"vector\"!==p||r[\"source-layer\"]?\"raster-dem\"===p&&\"hillshade\"!==s?e.push(new zt(n,r.source,\"raster-dem source can only be used with layer type 'hillshade'.\")):\"line\"!==s||!r.paint||!r.paint[\"line-gradient\"]||\"geojson\"===p&&h.lineMetrics||e.push(new zt(n,r,'layer \"'+r.id+'\" specifies a line-gradient, which requires a GeoJSON source with `lineMetrics` enabled.')):e.push(new zt(n,r,'layer \"'+r.id+'\" must specify a \"source-layer\"')):e.push(new zt(n,r.source,'source \"'+r.source+'\" not found'))}else e.push(new zt(n,r,'missing required property \"source\"'));return e=e.concat(dn({key:n,value:r,valueSpec:a.layer,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(){return[]},type:function(){return Un({key:n+\".type\",value:r.type,valueSpec:a.layer.type,style:t.style,styleSpec:t.styleSpec,object:r,objectKey:\"type\"})},filter:Cn,layout:function(t){return dn({layer:r,key:t.key,value:t.value,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(t){return Dn(Ft({layerType:s},t))}}})},paint:function(t){return dn({layer:r,key:t.key,value:t.value,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(t){return In(Ft({layerType:s},t))}}})}}})),e}function Rn(t){var e=t.value,r=t.key,n=Jr(e);return\"string\"!==n?[new zt(r,e,\"string expected, \"+n+\" found\")]:[]}var Fn={promoteId:function(t){var e=t.key,r=t.value;if(\"string\"===Jr(r))return Rn({key:e,value:r});var n=[];for(var i in r)n.push.apply(n,Rn({key:e+\".\"+i,value:r[i]}));return n}};function Bn(t){var e=t.value,r=t.key,n=t.styleSpec,i=t.style;if(!e.type)return[new zt(r,e,'\"type\" is required')];var a,o=Bt(e.type);switch(o){case\"vector\":case\"raster\":case\"raster-dem\":return dn({key:r,value:e,valueSpec:n[\"source_\"+o.replace(\"-\",\"_\")],style:t.style,styleSpec:n,objectElementValidators:Fn});case\"geojson\":if(a=dn({key:r,value:e,valueSpec:n.source_geojson,style:i,styleSpec:n,objectElementValidators:Fn}),e.cluster)for(var s in e.clusterProperties){var l=e.clusterProperties[s],u=l[0],c=l[1],f=\"string\"==typeof u?[u,[\"accumulated\"],[\"get\",s]]:u;a.push.apply(a,mn({key:r+\".\"+s+\".map\",value:c,expressionContext:\"cluster-map\"})),a.push.apply(a,mn({key:r+\".\"+s+\".reduce\",value:f,expressionContext:\"cluster-reduce\"}))}return a;case\"video\":return dn({key:r,value:e,valueSpec:n.source_video,style:i,styleSpec:n});case\"image\":return dn({key:r,value:e,valueSpec:n.source_image,style:i,styleSpec:n});case\"canvas\":return[new zt(r,null,\"Please use runtime APIs to add canvas sources, rather than including them in stylesheets.\",\"source.canvas\")];default:return xn({key:r+\".type\",value:e.type,valueSpec:{values:[\"vector\",\"raster\",\"raster-dem\",\"geojson\",\"video\",\"image\"]},style:i,styleSpec:n})}}function Nn(t){var e=t.value,r=t.styleSpec,n=r.light,i=t.style,a=[],o=Jr(e);if(void 0===e)return a;if(\"object\"!==o)return a.concat([new zt(\"light\",e,\"object expected, \"+o+\" found\")]);for(var s in e){var l=s.match(/^(.*)-transition$/);a=l&&n[l[1]]&&n[l[1]].transition?a.concat(Un({key:s,value:e[s],valueSpec:r.transition,style:i,styleSpec:r})):n[s]?a.concat(Un({key:s,value:e[s],valueSpec:n[s],style:i,styleSpec:r})):a.concat([new zt(s,e[s],'unknown property \"'+s+'\"')])}return a}var jn={\"*\":function(){return[]},array:vn,boolean:function(t){var e=t.value,r=t.key,n=Jr(e);return\"boolean\"!==n?[new zt(r,e,\"boolean expected, \"+n+\" found\")]:[]},number:gn,color:function(t){var e=t.key,r=t.value,n=Jr(r);return\"string\"!==n?[new zt(e,r,\"color 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o=i[$n+a],s=i[$n+a+1];n.push(o===s?null:i.subarray(o,s))}var l=i[$n+n.length],u=i[$n+n.length+1];this.keys=i.subarray(l,u),this.bboxes=i.subarray(u),this.insert=this._insertReadonly}else{this.d=e+2*r;for(var c=0;c<this.d*this.d;c++)n.push([]);this.keys=[],this.bboxes=[]}this.n=e,this.extent=t,this.padding=r,this.scale=e/t,this.uid=0;var f=r/e*t;this.min=-f,this.max=t+f}Qn.prototype.insert=function(t,e,r,n,i){this._forEachCell(e,r,n,i,this._insertCell,this.uid++),this.keys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(i)},Qn.prototype._insertReadonly=function(){throw\"Cannot insert into a GridIndex created from an ArrayBuffer.\"},Qn.prototype._insertCell=function(t,e,r,n,i,a){this.cells[i].push(a)},Qn.prototype.query=function(t,e,r,n,i){var a=this.min,o=this.max;if(t<=a&&e<=a&&o<=r&&o<=n&&!i)return Array.prototype.slice.call(this.keys);var s=[];return this._forEachCell(t,e,r,n,this._queryCell,s,{},i),s},Qn.prototype._queryCell=function(t,e,r,n,i,a,o,s){var l=this.cells[i];if(null!==l)for(var u=this.keys,c=this.bboxes,f=0;f<l.length;f++){var h=l[f];if(void 0===o[h]){var p=4*h;(s?s(c[p+0],c[p+1],c[p+2],c[p+3]):t<=c[p+2]&&e<=c[p+3]&&r>=c[p+0]&&n>=c[p+1])?(o[h]=!0,a.push(u[h])):o[h]=!1}}},Qn.prototype._forEachCell=function(t,e,r,n,i,a,o,s){for(var l=this._convertToCellCoord(t),u=this._convertToCellCoord(e),c=this._convertToCellCoord(r),f=this._convertToCellCoord(n),h=l;h<=c;h++)for(var p=u;p<=f;p++){var d=this.d*p+h;if((!s||s(this._convertFromCellCoord(h),this._convertFromCellCoord(p),this._convertFromCellCoord(h+1),this._convertFromCellCoord(p+1)))&&i.call(this,t,e,r,n,d,a,o,s))return}},Qn.prototype._convertFromCellCoord=function(t){return(t-this.padding)/this.scale},Qn.prototype._convertToCellCoord=function(t){return Math.max(0,Math.min(this.d-1,Math.floor(t*this.scale)+this.padding))},Qn.prototype.toArrayBuffer=function(){if(this.arrayBuffer)return this.arrayBuffer;for(var t=this.cells,e=$n+this.cells.length+1+1,r=0,n=0;n<this.cells.length;n++)r+=this.cells[n].length;var i=new Int32Array(e+r+this.keys.length+this.bboxes.length);i[0]=this.extent,i[1]=this.n,i[2]=this.padding;for(var a=e,o=0;o<t.length;o++){var s=t[o];i[$n+o]=a,i.set(s,a),a+=s.length}return i[$n+t.length]=a,i.set(this.keys,a),a+=this.keys.length,i[$n+t.length+1]=a,i.set(this.bboxes,a),a+=this.bboxes.length,i.buffer};var ti=self.ImageData,ei=self.ImageBitmap,ri={};function ni(t,e,r){void 0===r&&(r={}),Object.defineProperty(e,\"_classRegistryKey\",{value:t,writeable:!1}),ri[t]={klass:e,omit:r.omit||[],shallow:r.shallow||[]}}for(var ii in ni(\"Object\",Object),Kn.serialize=function(t,e){var r=t.toArrayBuffer();return e&&e.push(r),{buffer:r}},Kn.deserialize=function(t){return new Kn(t.buffer)},ni(\"Grid\",Kn),ni(\"Color\",oe),ni(\"Error\",Error),ni(\"ResolvedImage\",ce),ni(\"StylePropertyFunction\",hn),ni(\"StyleExpression\",on,{omit:[\"_evaluator\"]}),ni(\"ZoomDependentExpression\",cn),ni(\"ZoomConstantExpression\",un),ni(\"CompoundExpression\",Ae,{omit:[\"_evaluate\"]}),jr)jr[ii]._classRegistryKey||ni(\"Expression_\"+ii,jr[ii]);function ai(t){return t&&\"undefined\"!=typeof ArrayBuffer&&(t instanceof ArrayBuffer||t.constructor&&\"ArrayBuffer\"===t.constructor.name)}function oi(t){return ei&&t instanceof ei}function si(t,e){if(null==t||\"boolean\"==typeof t||\"number\"==typeof t||\"string\"==typeof t||t instanceof Boolean||t instanceof Number||t instanceof String||t instanceof Date||t instanceof RegExp)return t;if(ai(t)||oi(t))return e&&e.push(t),t;if(ArrayBuffer.isView(t)){var r=t;return e&&e.push(r.buffer),r}if(t instanceof ti)return e&&e.push(t.data.buffer),t;if(Array.isArray(t)){for(var n=[],i=0,a=t;i<a.length;i+=1){var o=a[i];n.push(si(o,e))}return n}if(\"object\"==typeof t){var s=t.constructor,l=s._classRegistryKey;if(!l)throw new Error(\"can't serialize object of unregistered class\");var u=s.serialize?s.serialize(t,e):{};if(!s.serialize){for(var c in t)if(t.hasOwnProperty(c)&&!(ri[l].omit.indexOf(c)>=0)){var f=t[c];u[c]=ri[l].shallow.indexOf(c)>=0?f:si(f,e)}t instanceof Error&&(u.message=t.message)}if(u.$name)throw new Error(\"$name property is reserved for worker serialization logic.\");return\"Object\"!==l&&(u.$name=l),u}throw new Error(\"can't serialize object of type \"+typeof t)}function li(t){if(null==t||\"boolean\"==typeof t||\"number\"==typeof t||\"string\"==typeof t||t instanceof Boolean||t instanceof Number||t instanceof String||t instanceof Date||t instanceof RegExp||ai(t)||oi(t)||ArrayBuffer.isView(t)||t instanceof ti)return t;if(Array.isArray(t))return t.map(li);if(\"object\"==typeof t){var e=t.$name||\"Object\",r=ri[e].klass;if(!r)throw new Error(\"can't deserialize unregistered class 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Aboriginal Syllabics\":function(t){return t>=5120&&t<=5759},Khmer:function(t){return t>=6016&&t<=6143},\"Unified Canadian Aboriginal Syllabics Extended\":function(t){return t>=6320&&t<=6399},\"General Punctuation\":function(t){return t>=8192&&t<=8303},\"Letterlike Symbols\":function(t){return t>=8448&&t<=8527},\"Number Forms\":function(t){return t>=8528&&t<=8591},\"Miscellaneous Technical\":function(t){return t>=8960&&t<=9215},\"Control Pictures\":function(t){return t>=9216&&t<=9279},\"Optical Character Recognition\":function(t){return t>=9280&&t<=9311},\"Enclosed Alphanumerics\":function(t){return t>=9312&&t<=9471},\"Geometric Shapes\":function(t){return t>=9632&&t<=9727},\"Miscellaneous Symbols\":function(t){return t>=9728&&t<=9983},\"Miscellaneous Symbols and Arrows\":function(t){return t>=11008&&t<=11263},\"CJK Radicals Supplement\":function(t){return t>=11904&&t<=12031},\"Kangxi Radicals\":function(t){return t>=12032&&t<=12255},\"Ideographic Description 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t&&t.indexOf(\"NetworkError\")>-1&&(Ti=_i),wi&&wi(t)};function Mi(){Si.fire(new Pt(\"pluginStateChange\",{pluginStatus:Ti,pluginURL:ki}))}var Si=new It,Ei=function(){return Ti},Li=function(){if(Ti!==mi||!ki)throw new Error(\"rtl-text-plugin cannot be downloaded unless a pluginURL is specified\");Ti=xi,Mi(),ki&&kt({url:ki},(function(t){t?Ai(t):(Ti=bi,Mi())}))},Ci={applyArabicShaping:null,processBidirectionalText:null,processStyledBidirectionalText:null,isLoaded:function(){return Ti===bi||null!=Ci.applyArabicShaping},isLoading:function(){return Ti===xi},setState:function(t){Ti=t.pluginStatus,ki=t.pluginURL},isParsed:function(){return null!=Ci.applyArabicShaping&&null!=Ci.processBidirectionalText&&null!=Ci.processStyledBidirectionalText},getPluginURL:function(){return ki}},Pi=function(t,e){this.zoom=t,e?(this.now=e.now,this.fadeDuration=e.fadeDuration,this.zoomHistory=e.zoomHistory,this.transition=e.transition):(this.now=0,this.fadeDuration=0,this.zoomHistory=new 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b(this._values[t].transition)},Di.prototype.setTransition=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new Ii(this._values[t].property)),this._values[t].transition=b(e)||void 0},Di.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i);var a=this.getTransition(n);void 0!==a&&(t[n+\"-transition\"]=a)}return t},Di.prototype.transitioned=function(t,e){for(var r=new Ri(this._properties),n=0,i=Object.keys(this._values);n<i.length;n+=1){var a=i[n];r._values[a]=this._values[a].transitioned(t,e._values[a])}return r},Di.prototype.untransitioned=function(){for(var t=new Ri(this._properties),e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e];t._values[n]=this._values[n].untransitioned()}return t};var zi=function(t,e,r,n,i){this.property=t,this.value=e,this.begin=i+n.delay||0,this.end=this.begin+n.duration||0,t.specification.transition&&(n.delay||n.duration)&&(this.prior=r)};zi.prototype.possiblyEvaluate=function(t,e,r){var n=t.now||0,i=this.value.possiblyEvaluate(t,e,r),a=this.prior;if(a){if(n>this.end)return this.prior=null,i;if(this.value.isDataDriven())return this.prior=null,i;if(n<this.begin)return a.possiblyEvaluate(t,e,r);var o=(n-this.begin)/(this.end-this.begin);return this.property.interpolate(a.possiblyEvaluate(t,e,r),i,function(t){if(t<=0)return 0;if(t>=1)return 1;var e=t*t,r=e*t;return 4*(t<.5?r:3*(t-e)+r-.75)}(o))}return i};var Ri=function(t){this._properties=t,this._values=Object.create(t.defaultTransitioningPropertyValues)};Ri.prototype.possiblyEvaluate=function(t,e,r){for(var n=new Ni(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n},Ri.prototype.hasTransition=function(){for(var t=0,e=Object.keys(this._values);t<e.length;t+=1){var r=e[t];if(this._values[r].prior)return!0}return!1};var Fi=function(t){this._properties=t,this._values=Object.create(t.defaultPropertyValues)};Fi.prototype.getValue=function(t){return b(this._values[t].value)},Fi.prototype.setValue=function(t,e){this._values[t]=new Oi(this._values[t].property,null===e?void 0:b(e))},Fi.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i)}return t},Fi.prototype.possiblyEvaluate=function(t,e,r){for(var n=new Ni(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n};var Bi=function(t,e,r){this.property=t,this.value=e,this.parameters=r};Bi.prototype.isConstant=function(){return\"constant\"===this.value.kind},Bi.prototype.constantOr=function(t){return\"constant\"===this.value.kind?this.value.value:t},Bi.prototype.evaluate=function(t,e,r,n){return this.property.evaluate(this.value,this.parameters,t,e,r,n)};var Ni=function(t){this._properties=t,this._values=Object.create(t.defaultPossiblyEvaluatedValues)};Ni.prototype.get=function(t){return this._values[t]};var ji=function(t){this.specification=t};ji.prototype.possiblyEvaluate=function(t,e){return t.expression.evaluate(e)},ji.prototype.interpolate=function(t,e,r){var n=Qe[this.specification.type];return n?n(t,e,r):t};var Ui=function(t,e){this.specification=t,this.overrides=e};Ui.prototype.possiblyEvaluate=function(t,e,r,n){return\"constant\"===t.expression.kind||\"camera\"===t.expression.kind?new Bi(this,{kind:\"constant\",value:t.expression.evaluate(e,null,{},r,n)},e):new Bi(this,t.expression,e)},Ui.prototype.interpolate=function(t,e,r){if(\"constant\"!==t.value.kind||\"constant\"!==e.value.kind)return t;if(void 0===t.value.value||void 0===e.value.value)return new Bi(this,{kind:\"constant\",value:void 0},t.parameters);var n=Qe[this.specification.type];return n?new Bi(this,{kind:\"constant\",value:n(t.value.value,e.value.value,r)},t.parameters):t},Ui.prototype.evaluate=function(t,e,r,n,i,a){return\"constant\"===t.kind?t.value:t.evaluate(e,r,n,i,a)};var Vi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0===t.value)return new Bi(this,{kind:\"constant\",value:void 0},e);if(\"constant\"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n),a=\"resolvedImage\"===t.property.specification.type&&\"string\"!=typeof i?i.name:i,o=this._calculate(a,a,a,e);return new Bi(this,{kind:\"constant\",value:o},e)}if(\"camera\"===t.expression.kind){var s=this._calculate(t.expression.evaluate({zoom:e.zoom-1}),t.expression.evaluate({zoom:e.zoom}),t.expression.evaluate({zoom:e.zoom+1}),e);return new Bi(this,{kind:\"constant\",value:s},e)}return new Bi(this,t.expression,e)},e.prototype.evaluate=function(t,e,r,n,i,a){if(\"source\"===t.kind){var o=t.evaluate(e,r,n,i,a);return this._calculate(o,o,o,e)}return\"composite\"===t.kind?this._calculate(t.evaluate({zoom:Math.floor(e.zoom)-1},r,n),t.evaluate({zoom:Math.floor(e.zoom)},r,n),t.evaluate({zoom:Math.floor(e.zoom)+1},r,n),e):t.value},e.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},e.prototype.interpolate=function(t){return t},e}(Ui),Hi=function(t){this.specification=t};Hi.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0!==t.value){if(\"constant\"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n);return this._calculate(i,i,i,e)}return this._calculate(t.expression.evaluate(new Pi(Math.floor(e.zoom-1),e)),t.expression.evaluate(new Pi(Math.floor(e.zoom),e)),t.expression.evaluate(new Pi(Math.floor(e.zoom+1),e)),e)}},Hi.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},Hi.prototype.interpolate=function(t){return t};var qi=function(t){this.specification=t};qi.prototype.possiblyEvaluate=function(t,e,r,n){return!!t.expression.evaluate(e,null,{},r,n)},qi.prototype.interpolate=function(){return!1};var Gi=function(t){for(var e in this.properties=t,this.defaultPropertyValues={},this.defaultTransitionablePropertyValues={},this.defaultTransitioningPropertyValues={},this.defaultPossiblyEvaluatedValues={},this.overridableProperties=[],t){var r=t[e];r.specification.overridable&&this.overridableProperties.push(e);var n=this.defaultPropertyValues[e]=new Oi(r,void 0),i=this.defaultTransitionablePropertyValues[e]=new Ii(r);this.defaultTransitioningPropertyValues[e]=i.untransitioned(),this.defaultPossiblyEvaluatedValues[e]=n.possiblyEvaluate({})}};ni(\"DataDrivenProperty\",Ui),ni(\"DataConstantProperty\",ji),ni(\"CrossFadedDataDrivenProperty\",Vi),ni(\"CrossFadedProperty\",Hi),ni(\"ColorRampProperty\",qi);var Zi=\"-transition\",Yi=function(t){function e(e,r){if(t.call(this),this.id=e.id,this.type=e.type,this._featureFilter={filter:function(){return!0},needGeometry:!1},\"custom\"!==e.type&&(this.metadata=e.metadata,this.minzoom=e.minzoom,this.maxzoom=e.maxzoom,\"background\"!==e.type&&(this.source=e.source,this.sourceLayer=e[\"source-layer\"],this.filter=e.filter),r.layout&&(this._unevaluatedLayout=new Fi(r.layout)),r.paint)){for(var n in this._transitionablePaint=new Di(r.paint),e.paint)this.setPaintProperty(n,e.paint[n],{validate:!1});for(var i in e.layout)this.setLayoutProperty(i,e.layout[i],{validate:!1});this._transitioningPaint=this._transitionablePaint.untransitioned(),this.paint=new Ni(r.paint)}}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getCrossfadeParameters=function(){return this._crossfadeParameters},e.prototype.getLayoutProperty=function(t){return\"visibility\"===t?this.visibility:this._unevaluatedLayout.getValue(t)},e.prototype.setLayoutProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e){var n=\"layers.\"+this.id+\".layout.\"+t;if(this._validate(Xn,n,t,e,r))return}\"visibility\"!==t?this._unevaluatedLayout.setValue(t,e):this.visibility=e},e.prototype.getPaintProperty=function(t){return y(t,Zi)?this._transitionablePaint.getTransition(t.slice(0,-11)):this._transitionablePaint.getValue(t)},e.prototype.setPaintProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e){var n=\"layers.\"+this.id+\".paint.\"+t;if(this._validate(Wn,n,t,e,r))return!1}if(y(t,Zi))return this._transitionablePaint.setTransition(t.slice(0,-11),e||void 0),!1;var i=this._transitionablePaint._values[t],a=\"cross-faded-data-driven\"===i.property.specification[\"property-type\"],o=i.value.isDataDriven(),s=i.value;this._transitionablePaint.setValue(t,e),this._handleSpecialPaintPropertyUpdate(t);var l=this._transitionablePaint._values[t].value;return l.isDataDriven()||o||a||this._handleOverridablePaintPropertyUpdate(t,s,l)},e.prototype._handleSpecialPaintPropertyUpdate=function(t){},e.prototype._handleOverridablePaintPropertyUpdate=function(t,e,r){return!1},e.prototype.isHidden=function(t){return!!(this.minzoom&&t<this.minzoom)||!!(this.maxzoom&&t>=this.maxzoom)||\"none\"===this.visibility},e.prototype.updateTransitions=function(t){this._transitioningPaint=this._transitionablePaint.transitioned(t,this._transitioningPaint)},e.prototype.hasTransition=function(){return this._transitioningPaint.hasTransition()},e.prototype.recalculate=function(t,e){t.getCrossfadeParameters&&(this._crossfadeParameters=t.getCrossfadeParameters()),this._unevaluatedLayout&&(this.layout=this._unevaluatedLayout.possiblyEvaluate(t,void 0,e)),this.paint=this._transitioningPaint.possiblyEvaluate(t,void 0,e)},e.prototype.serialize=function(){var t={id:this.id,type:this.type,source:this.source,\"source-layer\":this.sourceLayer,metadata:this.metadata,minzoom:this.minzoom,maxzoom:this.maxzoom,filter:this.filter,layout:this._unevaluatedLayout&&this._unevaluatedLayout.serialize(),paint:this._transitionablePaint&&this._transitionablePaint.serialize()};return this.visibility&&(t.layout=t.layout||{},t.layout.visibility=this.visibility),x(t,(function(t,e){return!(void 0===t||\"layout\"===e&&!Object.keys(t).length||\"paint\"===e&&!Object.keys(t).length)}))},e.prototype._validate=function(t,e,r,n,i){return void 0===i&&(i={}),(!i||!1!==i.validate)&&Jn(this,t.call(Zn,{key:e,layerType:this.type,objectKey:r,value:n,styleSpec:Dt,style:{glyphs:!0,sprite:!0}}))},e.prototype.is3D=function(){return!1},e.prototype.isTileClipped=function(){return!1},e.prototype.hasOffscreenPass=function(){return!1},e.prototype.resize=function(){},e.prototype.isStateDependent=function(){for(var t in this.paint._values){var e=this.paint.get(t);if(e instanceof Bi&&Yr(e.property.specification)&&(\"source\"===e.value.kind||\"composite\"===e.value.kind)&&e.value.isStateDependent)return!0}return!1},e}(It),Wi={Int8:Int8Array,Uint8:Uint8Array,Int16:Int16Array,Uint16:Uint16Array,Int32:Int32Array,Uint32:Uint32Array,Float32:Float32Array},Xi=function(t,e){this._structArray=t,this._pos1=e*this.size,this._pos2=this._pos1/2,this._pos4=this._pos1/4,this._pos8=this._pos1/8},Ji=function(){this.isTransferred=!1,this.capacity=-1,this.resize(0)};function Ki(t,e){void 0===e&&(e=1);var r=0,n=0;return{members:t.map((function(t){var i,a=(i=t.type,Wi[i].BYTES_PER_ELEMENT),o=r=$i(r,Math.max(e,a)),s=t.components||1;return n=Math.max(n,a),r+=a*s,{name:t.name,type:t.type,components:s,offset:o}})),size:$i(r,Math.max(n,e)),alignment:e}}function $i(t,e){return Math.ceil(t/e)*e}Ji.serialize=function(t,e){return t._trim(),e&&(t.isTransferred=!0,e.push(t.arrayBuffer)),{length:t.length,arrayBuffer:t.arrayBuffer}},Ji.deserialize=function(t){var e=Object.create(this.prototype);return e.arrayBuffer=t.arrayBuffer,e.length=t.length,e.capacity=t.arrayBuffer.byteLength/e.bytesPerElement,e._refreshViews(),e},Ji.prototype._trim=function(){this.length!==this.capacity&&(this.capacity=this.length,this.arrayBuffer=this.arrayBuffer.slice(0,this.length*this.bytesPerElement),this._refreshViews())},Ji.prototype.clear=function(){this.length=0},Ji.prototype.resize=function(t){this.reserve(t),this.length=t},Ji.prototype.reserve=function(t){if(t>this.capacity){this.capacity=Math.max(t,Math.floor(5*this.capacity),128),this.arrayBuffer=new ArrayBuffer(this.capacity*this.bytesPerElement);var e=this.uint8;this._refreshViews(),e&&this.uint8.set(e)}},Ji.prototype._refreshViews=function(){throw new Error(\"_refreshViews() must be implemented by each concrete StructArray layout\")};var Qi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.int16[n+0]=e,this.int16[n+1]=r,t},e}(Ji);Qi.prototype.bytesPerElement=4,ni(\"StructArrayLayout2i4\",Qi);var ta=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new 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this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(Ji);ea.prototype.bytesPerElement=12,ni(\"StructArrayLayout2i4i12\",ea);var ra=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=4*t,l=8*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.uint8[l+4]=n,this.uint8[l+5]=i,this.uint8[l+6]=a,this.uint8[l+7]=o,t},e}(Ji);ra.prototype.bytesPerElement=8,ni(\"StructArrayLayout2i4ub8\",ra);var na=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,u){var c=this.length;return this.resize(c+1),this.emplace(c,t,e,r,n,i,a,o,s,l,u)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,u,c){var f=9*t,h=18*t;return this.uint16[f+0]=e,this.uint16[f+1]=r,this.uint16[f+2]=n,this.uint16[f+3]=i,this.uint16[f+4]=a,this.uint16[f+5]=o,this.uint16[f+6]=s,this.uint16[f+7]=l,this.uint8[h+16]=u,this.uint8[h+17]=c,t},e}(Ji);na.prototype.bytesPerElement=18,ni(\"StructArrayLayout8ui2ub18\",na);var ia=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,u,c,f){var h=this.length;return this.resize(h+1),this.emplace(h,t,e,r,n,i,a,o,s,l,u,c,f)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,u,c,f,h){var p=12*t;return this.int16[p+0]=e,this.int16[p+1]=r,this.int16[p+2]=n,this.int16[p+3]=i,this.uint16[p+4]=a,this.uint16[p+5]=o,this.uint16[p+6]=s,this.uint16[p+7]=l,this.int16[p+8]=u,this.int16[p+9]=c,this.int16[p+10]=f,this.int16[p+11]=h,t},e}(Ji);ia.prototype.bytesPerElement=24,ni(\"StructArrayLayout4i4ui4i24\",ia);var aa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.float32[i+0]=e,this.float32[i+1]=r,this.float32[i+2]=n,t},e}(Ji);aa.prototype.bytesPerElement=12,ni(\"StructArrayLayout3f12\",aa);var oa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return this.uint32[r+0]=e,t},e}(Ji);oa.prototype.bytesPerElement=4,ni(\"StructArrayLayout1ul4\",oa);var sa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l){var u=this.length;return this.resize(u+1),this.emplace(u,t,e,r,n,i,a,o,s,l)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,u){var c=10*t,f=5*t;return this.int16[c+0]=e,this.int16[c+1]=r,this.int16[c+2]=n,this.int16[c+3]=i,this.int16[c+4]=a,this.int16[c+5]=o,this.uint32[f+3]=s,this.uint16[c+8]=l,this.uint16[c+9]=u,t},e}(Ji);sa.prototype.bytesPerElement=20,ni(\"StructArrayLayout6i1ul2ui20\",sa);var la=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(Ji);la.prototype.bytesPerElement=12,ni(\"StructArrayLayout2i2i2i12\",la);var ua=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i){var a=this.length;return this.resize(a+1),this.emplace(a,t,e,r,n,i)},e.prototype.emplace=function(t,e,r,n,i,a){var o=4*t,s=8*t;return this.float32[o+0]=e,this.float32[o+1]=r,this.float32[o+2]=n,this.int16[s+6]=i,this.int16[s+7]=a,t},e}(Ji);ua.prototype.bytesPerElement=16,ni(\"StructArrayLayout2f1f2i16\",ua);var ca=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=12*t,o=3*t;return this.uint8[a+0]=e,this.uint8[a+1]=r,this.float32[o+1]=n,this.float32[o+2]=i,t},e}(Ji);ca.prototype.bytesPerElement=12,ni(\"StructArrayLayout2ub2f12\",ca);var fa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return 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this.int16[m+0]=e,this.int16[m+1]=r,this.uint16[m+2]=n,this.uint16[m+3]=i,this.uint32[x+2]=a,this.uint32[x+3]=o,this.uint32[x+4]=s,this.uint16[m+10]=l,this.uint16[m+11]=u,this.uint16[m+12]=c,this.float32[x+7]=f,this.float32[x+8]=h,this.uint8[b+36]=p,this.uint8[b+37]=d,this.uint8[b+38]=v,this.uint32[x+10]=g,this.int16[m+22]=y,t},e}(Ji);ha.prototype.bytesPerElement=48,ni(\"StructArrayLayout2i2ui3ul3ui2f3ub1ul1i48\",ha);var pa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v,g,y,m,x,b,_,w,T,k,A,M,S){var E=this.length;return this.resize(E+1),this.emplace(E,t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v,g,y,m,x,b,_,w,T,k,A,M,S)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v,g,y,m,x,b,_,w,T,k,A,M,S,E){var L=34*t,C=17*t;return this.int16[L+0]=e,this.int16[L+1]=r,this.int16[L+2]=n,this.int16[L+3]=i,this.int16[L+4]=a,this.int16[L+5]=o,this.int16[L+6]=s,this.int16[L+7]=l,this.uint16[L+8]=u,this.uint16[L+9]=c,this.uint16[L+10]=f,this.uint16[L+11]=h,this.uint16[L+12]=p,this.uint16[L+13]=d,this.uint16[L+14]=v,this.uint16[L+15]=g,this.uint16[L+16]=y,this.uint16[L+17]=m,this.uint16[L+18]=x,this.uint16[L+19]=b,this.uint16[L+20]=_,this.uint16[L+21]=w,this.uint16[L+22]=T,this.uint32[C+12]=k,this.float32[C+13]=A,this.float32[C+14]=M,this.float32[C+15]=S,this.float32[C+16]=E,t},e}(Ji);pa.prototype.bytesPerElement=68,ni(\"StructArrayLayout8i15ui1ul4f68\",pa);var da=function(t){function e(){t.apply(this,arguments)}return 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this.float32[a+0]=e,this.float32[a+1]=r,this.float32[a+2]=n,this.float32[a+3]=i,t},e}(Ji);ba.prototype.bytesPerElement=16,ni(\"StructArrayLayout4f16\",ba);var _a=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorPointX:{configurable:!0},anchorPointY:{configurable:!0},x1:{configurable:!0},y1:{configurable:!0},x2:{configurable:!0},y2:{configurable:!0},featureIndex:{configurable:!0},sourceLayerIndex:{configurable:!0},bucketIndex:{configurable:!0},anchorPoint:{configurable:!0}};return r.anchorPointX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorPointY.get=function(){return this._structArray.int16[this._pos2+1]},r.x1.get=function(){return this._structArray.int16[this._pos2+2]},r.y1.get=function(){return this._structArray.int16[this._pos2+3]},r.x2.get=function(){return this._structArray.int16[this._pos2+4]},r.y2.get=function(){return 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this._structArray.uint32[this._pos4+10]},r.crossTileID.set=function(t){this._structArray.uint32[this._pos4+10]=t},r.associatedIconIndex.get=function(){return this._structArray.int16[this._pos2+22]},Object.defineProperties(e.prototype,r),e}(Xi);Ta.prototype.size=48;var ka=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new Ta(this,t)},e}(ha);ni(\"PlacedSymbolArray\",ka);var Aa=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorX:{configurable:!0},anchorY:{configurable:!0},rightJustifiedTextSymbolIndex:{configurable:!0},centerJustifiedTextSymbolIndex:{configurable:!0},leftJustifiedTextSymbolIndex:{configurable:!0},verticalPlacedTextSymbolIndex:{configurable:!0},placedIconSymbolIndex:{configurable:!0},verticalPlacedIconSymbolIndex:{configurable:!0},key:{configurable:!0},textBoxStartIndex:{configurable:!0},textBoxEndIndex:{configurable:!0},verticalTextBoxStartIndex:{configurable:!0},verticalTextBoxEndIndex:{configurable:!0},iconBoxStartIndex:{configurable:!0},iconBoxEndIndex:{configurable:!0},verticalIconBoxStartIndex:{configurable:!0},verticalIconBoxEndIndex:{configurable:!0},featureIndex:{configurable:!0},numHorizontalGlyphVertices:{configurable:!0},numVerticalGlyphVertices:{configurable:!0},numIconVertices:{configurable:!0},numVerticalIconVertices:{configurable:!0},useRuntimeCollisionCircles:{configurable:!0},crossTileID:{configurable:!0},textBoxScale:{configurable:!0},textOffset0:{configurable:!0},textOffset1:{configurable:!0},collisionCircleDiameter:{configurable:!0}};return r.anchorX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorY.get=function(){return this._structArray.int16[this._pos2+1]},r.rightJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+2]},r.centerJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+3]},r.leftJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+4]},r.verticalPlacedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+5]},r.placedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+6]},r.verticalPlacedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+7]},r.key.get=function(){return this._structArray.uint16[this._pos2+8]},r.textBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+9]},r.textBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+10]},r.verticalTextBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+11]},r.verticalTextBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+12]},r.iconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+13]},r.iconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+14]},r.verticalIconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+15]},r.verticalIconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+16]},r.featureIndex.get=function(){return this._structArray.uint16[this._pos2+17]},r.numHorizontalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+18]},r.numVerticalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+19]},r.numIconVertices.get=function(){return this._structArray.uint16[this._pos2+20]},r.numVerticalIconVertices.get=function(){return this._structArray.uint16[this._pos2+21]},r.useRuntimeCollisionCircles.get=function(){return 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t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){this.current!==t&&(this.current=t,this.gl.uniform1i(this.location,t))},e}(Ga),Ya=function(t){function e(e,r){t.call(this,e,r),this.current=0}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){this.current!==t&&(this.current=t,this.gl.uniform1f(this.location,t))},e}(Ga),Wa=function(t){function e(e,r){t.call(this,e,r),this.current=[0,0]}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){t[0]===this.current[0]&&t[1]===this.current[1]||(this.current=t,this.gl.uniform2f(this.location,t[0],t[1]))},e}(Ga),Xa=function(t){function e(e,r){t.call(this,e,r),this.current=[0,0,0]}return 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Float32Array(16),Qa=function(t){function e(e,r){t.call(this,e,r),this.current=$a}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){if(t[12]!==this.current[12]||t[0]!==this.current[0])return this.current=t,void this.gl.uniformMatrix4fv(this.location,!1,t);for(var e=1;e<16;e++)if(t[e]!==this.current[e]){this.current=t,this.gl.uniformMatrix4fv(this.location,!1,t);break}},e}(Ga);function to(t){return[Ia(255*t.r,255*t.g),Ia(255*t.b,255*t.a)]}var eo=function(t,e,r){this.value=t,this.uniformNames=e.map((function(t){return\"u_\"+t})),this.type=r};eo.prototype.setUniform=function(t,e,r){t.set(r.constantOr(this.value))},eo.prototype.getBinding=function(t,e,r){return\"color\"===this.type?new Ka(t,e):new Ya(t,e)};var ro=function(t,e){this.uniformNames=e.map((function(t){return\"u_\"+t})),this.patternFrom=null,this.patternTo=null,this.pixelRatioFrom=1,this.pixelRatioTo=1};ro.prototype.setConstantPatternPositions=function(t,e){this.pixelRatioFrom=e.pixelRatio,this.pixelRatioTo=t.pixelRatio,this.patternFrom=e.tlbr,this.patternTo=t.tlbr},ro.prototype.setUniform=function(t,e,r,n){var i=\"u_pattern_to\"===n?this.patternTo:\"u_pattern_from\"===n?this.patternFrom:\"u_pixel_ratio_to\"===n?this.pixelRatioTo:\"u_pixel_ratio_from\"===n?this.pixelRatioFrom:null;i&&t.set(i)},ro.prototype.getBinding=function(t,e,r){return\"u_pattern\"===r.substr(0,9)?new Ja(t,e):new Ya(t,e)};var no=function(t,e,r,n){this.expression=t,this.type=r,this.maxValue=0,this.paintVertexAttributes=e.map((function(t){return{name:\"a_\"+t,type:\"Float32\",components:\"color\"===r?2:1,offset:0}})),this.paintVertexArray=new n};no.prototype.populatePaintArray=function(t,e,r,n,i){var a=this.paintVertexArray.length,o=this.expression.evaluate(new Pi(0),e,{},n,[],i);this.paintVertexArray.resize(t),this._setPaintValue(a,t,o)},no.prototype.updatePaintArray=function(t,e,r,n){var i=this.expression.evaluate({zoom:0},r,n);this._setPaintValue(t,e,i)},no.prototype._setPaintValue=function(t,e,r){if(\"color\"===this.type)for(var n=to(r),i=t;i<e;i++)this.paintVertexArray.emplace(i,n[0],n[1]);else{for(var a=t;a<e;a++)this.paintVertexArray.emplace(a,r);this.maxValue=Math.max(this.maxValue,Math.abs(r))}},no.prototype.upload=function(t){this.paintVertexArray&&this.paintVertexArray.arrayBuffer&&(this.paintVertexBuffer&&this.paintVertexBuffer.buffer?this.paintVertexBuffer.updateData(this.paintVertexArray):this.paintVertexBuffer=t.createVertexBuffer(this.paintVertexArray,this.paintVertexAttributes,this.expression.isStateDependent))},no.prototype.destroy=function(){this.paintVertexBuffer&&this.paintVertexBuffer.destroy()};var io=function(t,e,r,n,i,a){this.expression=t,this.uniformNames=e.map((function(t){return\"u_\"+t+\"_t\"})),this.type=r,this.useIntegerZoom=n,this.zoom=i,this.maxValue=0,this.paintVertexAttributes=e.map((function(t){return{name:\"a_\"+t,type:\"Float32\",components:\"color\"===r?4:2,offset:0}})),this.paintVertexArray=new a};io.prototype.populatePaintArray=function(t,e,r,n,i){var a=this.expression.evaluate(new Pi(this.zoom),e,{},n,[],i),o=this.expression.evaluate(new Pi(this.zoom+1),e,{},n,[],i),s=this.paintVertexArray.length;this.paintVertexArray.resize(t),this._setPaintValue(s,t,a,o)},io.prototype.updatePaintArray=function(t,e,r,n){var i=this.expression.evaluate({zoom:this.zoom},r,n),a=this.expression.evaluate({zoom:this.zoom+1},r,n);this._setPaintValue(t,e,i,a)},io.prototype._setPaintValue=function(t,e,r,n){if(\"color\"===this.type)for(var i=to(r),a=to(n),o=t;o<e;o++)this.paintVertexArray.emplace(o,i[0],i[1],a[0],a[1]);else{for(var s=t;s<e;s++)this.paintVertexArray.emplace(s,r,n);this.maxValue=Math.max(this.maxValue,Math.abs(r),Math.abs(n))}},io.prototype.upload=function(t){this.paintVertexArray&&this.paintVertexArray.arrayBuffer&&(this.paintVertexBuffer&&this.paintVertexBuffer.buffer?this.paintVertexBuffer.updateData(this.paintVertexArray):this.paintVertexBuffer=t.createVertexBuffer(this.paintVertexArray,this.paintVertexAttributes,this.expression.isStateDependent))},io.prototype.destroy=function(){this.paintVertexBuffer&&this.paintVertexBuffer.destroy()},io.prototype.setUniform=function(t,e){var r=this.useIntegerZoom?Math.floor(e.zoom):e.zoom,n=u(this.expression.interpolationFactor(r,this.zoom,this.zoom+1),0,1);t.set(n)},io.prototype.getBinding=function(t,e,r){return new Ya(t,e)};var ao=function(t,e,r,n,i,a){this.expression=t,this.type=e,this.useIntegerZoom=r,this.zoom=n,this.layerId=a,this.zoomInPaintVertexArray=new i,this.zoomOutPaintVertexArray=new i};ao.prototype.populatePaintArray=function(t,e,r){var n=this.zoomInPaintVertexArray.length;this.zoomInPaintVertexArray.resize(t),this.zoomOutPaintVertexArray.resize(t),this._setPaintValues(n,t,e.patterns&&e.patterns[this.layerId],r)},ao.prototype.updatePaintArray=function(t,e,r,n,i){this._setPaintValues(t,e,r.patterns&&r.patterns[this.layerId],i)},ao.prototype._setPaintValues=function(t,e,r,n){if(n&&r){var i=r.min,a=r.mid,o=r.max,s=n[i],l=n[a],u=n[o];if(s&&l&&u)for(var c=t;c<e;c++)this.zoomInPaintVertexArray.emplace(c,l.tl[0],l.tl[1],l.br[0],l.br[1],s.tl[0],s.tl[1],s.br[0],s.br[1],l.pixelRatio,s.pixelRatio),this.zoomOutPaintVertexArray.emplace(c,l.tl[0],l.tl[1],l.br[0],l.br[1],u.tl[0],u.tl[1],u.br[0],u.br[1],l.pixelRatio,u.pixelRatio)}},ao.prototype.upload=function(t){this.zoomInPaintVertexArray&&this.zoomInPaintVertexArray.arrayBuffer&&this.zoomOutPaintVertexArray&&this.zoomOutPaintVertexArray.arrayBuffer&&(this.zoomInPaintVertexBuffer=t.createVertexBuffer(this.zoomInPaintVertexArray,Da.members,this.expression.isStateDependent),this.zoomOutPaintVertexBuffer=t.createVertexBuffer(this.zoomOutPaintVertexArray,Da.members,this.expression.isStateDependent))},ao.prototype.destroy=function(){this.zoomOutPaintVertexBuffer&&this.zoomOutPaintVertexBuffer.destroy(),this.zoomInPaintVertexBuffer&&this.zoomInPaintVertexBuffer.destroy()};var oo=function(t,e,r,n){this.binders={},this.layoutAttributes=n,this._buffers=[];var i=[];for(var a in t.paint._values)if(r(a)){var o=t.paint.get(a);if(o instanceof Bi&&Yr(o.property.specification)){var s=lo(a,t.type),l=o.value,u=o.property.specification.type,c=o.property.useIntegerZoom,f=o.property.specification[\"property-type\"],h=\"cross-faded\"===f||\"cross-faded-data-driven\"===f;if(\"constant\"===l.kind)this.binders[a]=h?new ro(l.value,s):new eo(l.value,s,u),i.push(\"/u_\"+a);else if(\"source\"===l.kind||h){var p=uo(a,u,\"source\");this.binders[a]=h?new ao(l,u,c,e,p,t.id):new no(l,s,u,p),i.push(\"/a_\"+a)}else{var d=uo(a,u,\"composite\");this.binders[a]=new io(l,s,u,c,e,d),i.push(\"/z_\"+a)}}}this.cacheKey=i.sort().join(\"\")};oo.prototype.getMaxValue=function(t){var e=this.binders[t];return e instanceof no||e instanceof io?e.maxValue:0},oo.prototype.populatePaintArrays=function(t,e,r,n,i){for(var a in this.binders){var o=this.binders[a];(o instanceof no||o instanceof io||o instanceof ao)&&o.populatePaintArray(t,e,r,n,i)}},oo.prototype.setConstantPatternPositions=function(t,e){for(var r in this.binders){var n=this.binders[r];n instanceof ro&&n.setConstantPatternPositions(t,e)}},oo.prototype.updatePaintArrays=function(t,e,r,n,i){var a=!1;for(var o in t)for(var s=0,l=e.getPositions(o);s<l.length;s+=1){var u=l[s],c=r.feature(u.index);for(var f in this.binders){var h=this.binders[f];if((h instanceof no||h instanceof io||h instanceof ao)&&!0===h.expression.isStateDependent){var p=n.paint.get(f);h.expression=p.value,h.updatePaintArray(u.start,u.end,c,t[o],i),a=!0}}}return a},oo.prototype.defines=function(){var t=[];for(var e in this.binders){var r=this.binders[e];(r instanceof eo||r instanceof ro)&&t.push.apply(t,r.uniformNames.map((function(t){return\"#define HAS_UNIFORM_\"+t})))}return t},oo.prototype.getPaintVertexBuffers=function(){return this._buffers},oo.prototype.getUniforms=function(t,e){var r=[];for(var n in this.binders){var i=this.binders[n];if(i instanceof eo||i instanceof ro||i instanceof io)for(var a=0,o=i.uniformNames;a<o.length;a+=1){var s=o[a];if(e[s]){var l=i.getBinding(t,e[s],s);r.push({name:s,property:n,binding:l})}}}return r},oo.prototype.setUniforms=function(t,e,r,n){for(var i=0,a=e;i<a.length;i+=1){var o=a[i],s=o.name,l=o.property,u=o.binding;this.binders[l].setUniform(u,n,r.get(l),s)}},oo.prototype.updatePaintBuffers=function(t){for(var e in this._buffers=[],this.binders){var r=this.binders[e];if(t&&r instanceof ao){var n=2===t.fromScale?r.zoomInPaintVertexBuffer:r.zoomOutPaintVertexBuffer;n&&this._buffers.push(n)}else(r instanceof no||r instanceof io)&&r.paintVertexBuffer&&this._buffers.push(r.paintVertexBuffer)}},oo.prototype.upload=function(t){for(var e in this.binders){var r=this.binders[e];(r instanceof no||r instanceof io||r instanceof ao)&&r.upload(t)}this.updatePaintBuffers()},oo.prototype.destroy=function(){for(var t in this.binders){var e=this.binders[t];(e instanceof no||e instanceof io||e instanceof ao)&&e.destroy()}};var so=function(t,e,r,n){void 0===n&&(n=function(){return!0}),this.programConfigurations={};for(var i=0,a=e;i<a.length;i+=1){var o=a[i];this.programConfigurations[o.id]=new oo(o,r,n,t)}this.needsUpload=!1,this._featureMap=new ja,this._bufferOffset=0};function lo(t,e){return{\"text-opacity\":[\"opacity\"],\"icon-opacity\":[\"opacity\"],\"text-color\":[\"fill_color\"],\"icon-color\":[\"fill_color\"],\"text-halo-color\":[\"halo_color\"],\"icon-halo-color\":[\"halo_color\"],\"text-halo-blur\":[\"halo_blur\"],\"icon-halo-blur\":[\"halo_blur\"],\"text-halo-width\":[\"halo_width\"],\"icon-halo-width\":[\"halo_width\"],\"line-gap-width\":[\"gapwidth\"],\"line-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-extrusion-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"]}[t]||[t.replace(e+\"-\",\"\").replace(/-/g,\"_\")]}function uo(t,e,r){var n={color:{source:xa,composite:ba},number:{source:da,composite:xa}},i=function(t){return{\"line-pattern\":{source:na,composite:na},\"fill-pattern\":{source:na,composite:na},\"fill-extrusion-pattern\":{source:na,composite:na}}[t]}(t);return i&&i[r]||n[e][r]}so.prototype.populatePaintArrays=function(t,e,r,n,i,a){for(var o in this.programConfigurations)this.programConfigurations[o].populatePaintArrays(t,e,n,i,a);void 0!==e.id&&this._featureMap.add(e.id,r,this._bufferOffset,t),this._bufferOffset=t,this.needsUpload=!0},so.prototype.updatePaintArrays=function(t,e,r,n){for(var i=0,a=r;i<a.length;i+=1){var o=a[i];this.needsUpload=this.programConfigurations[o.id].updatePaintArrays(t,this._featureMap,e,o,n)||this.needsUpload}},so.prototype.get=function(t){return this.programConfigurations[t]},so.prototype.upload=function(t){if(this.needsUpload){for(var e in this.programConfigurations)this.programConfigurations[e].upload(t);this.needsUpload=!1}},so.prototype.destroy=function(){for(var t in this.programConfigurations)this.programConfigurations[t].destroy()},ni(\"ConstantBinder\",eo),ni(\"CrossFadedConstantBinder\",ro),ni(\"SourceExpressionBinder\",no),ni(\"CrossFadedCompositeBinder\",ao),ni(\"CompositeExpressionBinder\",io),ni(\"ProgramConfiguration\",oo,{omit:[\"_buffers\"]}),ni(\"ProgramConfigurationSet\",so);var co=8192;var fo,ho=(fo=15,{min:-1*Math.pow(2,fo-1),max:Math.pow(2,fo-1)-1});function po(t){for(var e=co/t.extent,r=t.loadGeometry(),n=0;n<r.length;n++)for(var i=r[n],a=0;a<i.length;a++){var o=i[a];o.x=Math.round(o.x*e),o.y=Math.round(o.y*e),(o.x<ho.min||o.x>ho.max||o.y<ho.min||o.y>ho.max)&&(w(\"Geometry exceeds allowed extent, reduce your vector tile buffer size\"),o.x=u(o.x,ho.min,ho.max),o.y=u(o.y,ho.min,ho.max))}return r}function vo(t,e,r,n,i){t.emplaceBack(2*e+(n+1)/2,2*r+(i+1)/2)}var go=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new Qi,this.indexArray=new fa,this.segments=new Oa,this.programConfigurations=new so(Pa,t.layers,t.zoom),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function yo(t,e){for(var r=0;r<t.length;r++)if(Mo(e,t[r]))return!0;for(var n=0;n<e.length;n++)if(Mo(t,e[n]))return!0;return!!_o(t,e)}function mo(t,e,r){return!!Mo(t,e)||!!To(e,t,r)}function xo(t,e){if(1===t.length)return Ao(e,t[0]);for(var r=0;r<e.length;r++)for(var n=e[r],i=0;i<n.length;i++)if(Mo(t,n[i]))return!0;for(var a=0;a<t.length;a++)if(Ao(e,t[a]))return!0;for(var o=0;o<e.length;o++)if(_o(t,e[o]))return!0;return!1}function bo(t,e,r){if(t.length>1){if(_o(t,e))return!0;for(var n=0;n<e.length;n++)if(To(e[n],t,r))return!0}for(var i=0;i<t.length;i++)if(To(t[i],e,r))return!0;return!1}function _o(t,e){if(0===t.length||0===e.length)return!1;for(var r=0;r<t.length-1;r++)for(var 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n=t.readVarint()>>3;e=1===n?t.readString():2===n?t.readFloat():3===n?t.readDouble():4===n?t.readVarint64():5===n?t.readVarint():6===n?t.readSVarint():7===n?t.readBoolean():null}return e}(r))}function Xs(t,e,r){if(3===t){var n=new Zs(r,r.readVarint()+r.pos);n.length&&(e[n.name]=n)}}Ys.prototype.feature=function(t){if(t<0||t>=this._features.length)throw new Error(\"feature index out of bounds\");this._pbf.pos=this._features[t];var e=this._pbf.readVarint()+this._pbf.pos;return new Vs(this._pbf,e,this.extent,this._keys,this._values)};var Js={VectorTile:function(t,e){this.layers=t.readFields(Xs,{},e)},VectorTileFeature:Vs,VectorTileLayer:Zs},Ks=Js.VectorTileFeature.types,$s=Math.pow(2,13);function Qs(t,e,r,n,i,a,o,s){t.emplaceBack(e,r,2*Math.floor(n*$s)+o,i*$s*2,a*$s*2,Math.round(s))}var tl=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new ea,this.indexArray=new fa,this.programConfigurations=new so(Us,t.layers,t.zoom),this.segments=new Oa,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function el(t,e){return t.x===e.x&&(t.x<0||t.x>co)||t.y===e.y&&(t.y<0||t.y>co)}tl.prototype.populate=function(t,e,r){this.features=[],this.hasPattern=zs(\"fill-extrusion\",this.layers,e);for(var n=0,i=t;n<i.length;n+=1){var a=i[n],o=a.feature,s=a.id,l=a.index,u=a.sourceLayerIndex,c=this.layers[0]._featureFilter.needGeometry,f={type:o.type,id:s,properties:o.properties,geometry:c?po(o):[]};if(this.layers[0]._featureFilter.filter(new Pi(this.zoom),f,r)){var h={id:s,sourceLayerIndex:u,index:l,geometry:c?f.geometry:po(o),properties:o.properties,type:o.type,patterns:{}};void 0!==o.id&&(h.id=o.id),this.hasPattern?this.features.push(Rs(\"fill-extrusion\",this.layers,h,this.zoom,e)):this.addFeature(h,h.geometry,l,r,{}),e.featureIndex.insert(o,h.geometry,l,u,this.index,!0)}}},tl.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.features;n<i.length;n+=1){var a=i[n],o=a.geometry;this.addFeature(a,o,a.index,e,r)}},tl.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},tl.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},tl.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},tl.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Us),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},tl.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},tl.prototype.addFeature=function(t,e,r,n,i){for(var a=0,o=Is(e,500);a<o.length;a+=1){for(var s=o[a],l=0,u=0,c=s;u<c.length;u+=1)l+=c[u].length;for(var f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray),h=0,p=s;h<p.length;h+=1){var d=p[h];if(0!==d.length&&!((O=d).every((function(t){return t.x<0}))||O.every((function(t){return t.x>co}))||O.every((function(t){return t.y<0}))||O.every((function(t){return t.y>co}))))for(var v=0,g=0;g<d.length;g++){var y=d[g];if(g>=1){var m=d[g-1];if(!el(y,m)){f.vertexLength+4>Oa.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray));var x=y.sub(m)._perp()._unit(),b=m.dist(y);v+b>32768&&(v=0),Qs(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,0,v),Qs(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,1,v),v+=b,Qs(this.layoutVertexArray,m.x,m.y,x.x,x.y,0,0,v),Qs(this.layoutVertexArray,m.x,m.y,x.x,x.y,0,1,v);var _=f.vertexLength;this.indexArray.emplaceBack(_,_+2,_+1),this.indexArray.emplaceBack(_+1,_+2,_+3),f.vertexLength+=4,f.primitiveLength+=2}}}}if(f.vertexLength+l>Oa.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(l,this.layoutVertexArray,this.indexArray)),\"Polygon\"===Ks[t.type]){for(var w=[],T=[],k=f.vertexLength,A=0,M=s;A<M.length;A+=1){var S=M[A];if(0!==S.length){S!==s[0]&&T.push(w.length/2);for(var E=0;E<S.length;E++){var L=S[E];Qs(this.layoutVertexArray,L.x,L.y,0,0,1,1,0),w.push(L.x),w.push(L.y)}}}for(var C=es(w,T),P=0;P<C.length;P+=3)this.indexArray.emplaceBack(k+C[P],k+C[P+2],k+C[P+1]);f.primitiveLength+=C.length/3,f.vertexLength+=l}}var O;this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},ni(\"FillExtrusionBucket\",tl,{omit:[\"layers\",\"features\"]});var rl={paint:new Gi({\"fill-extrusion-opacity\":new ji(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-opacity\"]),\"fill-extrusion-color\":new Ui(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-color\"]),\"fill-extrusion-translate\":new ji(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-translate\"]),\"fill-extrusion-translate-anchor\":new ji(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-translate-anchor\"]),\"fill-extrusion-pattern\":new Vi(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-pattern\"]),\"fill-extrusion-height\":new Ui(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-height\"]),\"fill-extrusion-base\":new Ui(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-base\"]),\"fill-extrusion-vertical-gradient\":new ji(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-vertical-gradient\"])})},nl=function(t){function e(e){t.call(this,e,rl)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.createBucket=function(t){return new tl(t)},e.prototype.queryRadius=function(){return Lo(this.paint.get(\"fill-extrusion-translate\"))},e.prototype.is3D=function(){return!0},e.prototype.queryIntersectsFeature=function(t,e,r,n,i,o,s,l){var u=Co(t,this.paint.get(\"fill-extrusion-translate\"),this.paint.get(\"fill-extrusion-translate-anchor\"),o.angle,s),c=this.paint.get(\"fill-extrusion-height\").evaluate(e,r),f=this.paint.get(\"fill-extrusion-base\").evaluate(e,r),h=function(t,e,r,n){for(var i=[],o=0,s=t;o<s.length;o+=1){var l=s[o],u=[l.x,l.y,n,1];No(u,u,e),i.push(new a(u[0]/u[3],u[1]/u[3]))}return i}(u,l,0,0),p=function(t,e,r,n){for(var i=[],o=[],s=n[8]*e,l=n[9]*e,u=n[10]*e,c=n[11]*e,f=n[8]*r,h=n[9]*r,p=n[10]*r,d=n[11]*r,v=0,g=t;v<g.length;v+=1){for(var y=[],m=[],x=0,b=g[v];x<b.length;x+=1){var _=b[x],w=_.x,T=_.y,k=n[0]*w+n[4]*T+n[12],A=n[1]*w+n[5]*T+n[13],M=n[2]*w+n[6]*T+n[14],S=n[3]*w+n[7]*T+n[15],E=M+u,L=S+c,C=k+f,P=A+h,O=M+p,I=S+d,D=new a((k+s)/L,(A+l)/L);D.z=E/L,y.push(D);var z=new a(C/I,P/I);z.z=O/I,m.push(z)}i.push(y),o.push(m)}return[i,o]}(n,f,c,l);return function(t,e,r){var n=1/0;xo(r,e)&&(n=al(r,e[0]));for(var i=0;i<e.length;i++)for(var a=e[i],o=t[i],s=0;s<a.length-1;s++){var l=a[s],u=a[s+1],c=o[s],f=[l,u,o[s+1],c,l];yo(r,f)&&(n=Math.min(n,al(r,f)))}return n!==1/0&&n}(p[0],p[1],h)},e}(Yi);function il(t,e){return t.x*e.x+t.y*e.y}function al(t,e){if(1===t.length){for(var r,n=0,i=e[n++];!r||i.equals(r);)if(!(r=e[n++]))return 1/0;for(;n<e.length;n++){var a=e[n],o=t[0],s=r.sub(i),l=a.sub(i),u=o.sub(i),c=il(s,s),f=il(s,l),h=il(l,l),p=il(u,s),d=il(u,l),v=c*h-f*f,g=(h*p-f*d)/v,y=(c*d-f*p)/v,m=1-g-y,x=i.z*m+r.z*g+a.z*y;if(isFinite(x))return x}return 1/0}for(var b=1/0,_=0,w=e;_<w.length;_+=1){var T=w[_];b=Math.min(b,T.z)}return b}var ol=Ki([{name:\"a_pos_normal\",components:2,type:\"Int16\"},{name:\"a_data\",components:4,type:\"Uint8\"}],4).members,sl=Js.VectorTileFeature.types,ll=Math.cos(Math.PI/180*37.5),ul=Math.pow(2,14)/.5,cl=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.patternFeatures=[],this.layoutVertexArray=new ra,this.indexArray=new fa,this.programConfigurations=new so(ol,t.layers,t.zoom),this.segments=new Oa,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};cl.prototype.populate=function(t,e,r){this.hasPattern=zs(\"line\",this.layers,e);for(var n=this.layers[0].layout.get(\"line-sort-key\"),i=[],a=0,o=t;a<o.length;a+=1){var s=o[a],l=s.feature,u=s.id,c=s.index,f=s.sourceLayerIndex,h=this.layers[0]._featureFilter.needGeometry,p={type:l.type,id:u,properties:l.properties,geometry:h?po(l):[]};if(this.layers[0]._featureFilter.filter(new Pi(this.zoom),p,r)){h||(p.geometry=po(l));var d=n?n.evaluate(p,{},r):void 0,v={id:u,properties:l.properties,type:l.type,sourceLayerIndex:f,index:c,geometry:p.geometry,patterns:{},sortKey:d};i.push(v)}}n&&i.sort((function(t,e){return t.sortKey-e.sortKey}));for(var g=0,y=i;g<y.length;g+=1){var m=y[g],x=m,b=x.geometry,_=x.index,w=x.sourceLayerIndex;if(this.hasPattern){var T=Rs(\"line\",this.layers,m,this.zoom,e);this.patternFeatures.push(T)}else this.addFeature(m,b,_,r,{});var k=t[_].feature;e.featureIndex.insert(k,b,_,w,this.index)}},cl.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},cl.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.patternFeatures;n<i.length;n+=1){var a=i[n];this.addFeature(a,a.geometry,a.index,e,r)}},cl.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},cl.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},cl.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,ol),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},cl.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},cl.prototype.addFeature=function(t,e,r,n,i){for(var a=this.layers[0].layout,o=a.get(\"line-join\").evaluate(t,{}),s=a.get(\"line-cap\"),l=a.get(\"line-miter-limit\"),u=a.get(\"line-round-limit\"),c=0,f=e;c<f.length;c+=1){var h=f[c];this.addLine(h,t,o,s,l,u)}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},cl.prototype.addLine=function(t,e,r,n,i,a){if(this.distance=0,this.scaledDistance=0,this.totalDistance=0,e.properties&&e.properties.hasOwnProperty(\"mapbox_clip_start\")&&e.properties.hasOwnProperty(\"mapbox_clip_end\")){this.clipStart=+e.properties.mapbox_clip_start,this.clipEnd=+e.properties.mapbox_clip_end;for(var o=0;o<t.length-1;o++)this.totalDistance+=t[o].dist(t[o+1]);this.updateScaledDistance()}for(var s=\"Polygon\"===sl[e.type],l=t.length;l>=2&&t[l-1].equals(t[l-2]);)l--;for(var u=0;u<l-1&&t[u].equals(t[u+1]);)u++;if(!(l<(s?3:2))){\"bevel\"===r&&(i=1.05);var c,f=this.overscaling<=16?15*co/(512*this.overscaling):0,h=this.segments.prepareSegment(10*l,this.layoutVertexArray,this.indexArray),p=void 0,d=void 0,v=void 0,g=void 0;this.e1=this.e2=-1,s&&(c=t[l-2],g=t[u].sub(c)._unit()._perp());for(var y=u;y<l;y++)if(!(d=y===l-1?s?t[u+1]:void 0:t[y+1])||!t[y].equals(d)){g&&(v=g),c&&(p=c),c=t[y],g=d?d.sub(c)._unit()._perp():v;var m=(v=v||g).add(g);0===m.x&&0===m.y||m._unit();var x=v.x*g.x+v.y*g.y,b=m.x*g.x+m.y*g.y,_=0!==b?1/b:1/0,w=2*Math.sqrt(2-2*b),T=b<ll&&p&&d,k=v.x*g.y-v.y*g.x>0;if(T&&y>u){var A=c.dist(p);if(A>2*f){var M=c.sub(c.sub(p)._mult(f/A)._round());this.updateDistance(p,M),this.addCurrentVertex(M,v,0,0,h),p=M}}var S=p&&d,E=S?r:s?\"butt\":n;if(S&&\"round\"===E&&(_<a?E=\"miter\":_<=2&&(E=\"fakeround\")),\"miter\"===E&&_>i&&(E=\"bevel\"),\"bevel\"===E&&(_>2&&(E=\"flipbevel\"),_<i&&(E=\"miter\")),p&&this.updateDistance(p,c),\"miter\"===E)m._mult(_),this.addCurrentVertex(c,m,0,0,h);else if(\"flipbevel\"===E){if(_>100)m=g.mult(-1);else{var L=_*v.add(g).mag()/v.sub(g).mag();m._perp()._mult(L*(k?-1:1))}this.addCurrentVertex(c,m,0,0,h),this.addCurrentVertex(c,m.mult(-1),0,0,h)}else if(\"bevel\"===E||\"fakeround\"===E){var C=-Math.sqrt(_*_-1),P=k?C:0,O=k?0:C;if(p&&this.addCurrentVertex(c,v,P,O,h),\"fakeround\"===E)for(var I=Math.round(180*w/Math.PI/20),D=1;D<I;D++){var z=D/I;if(.5!==z){var R=z-.5;z+=z*R*(z-1)*((1.0904+x*(x*(3.55645-1.43519*x)-3.2452))*R*R+(.848013+x*(.215638*x-1.06021)))}var F=g.sub(v)._mult(z)._add(v)._unit()._mult(k?-1:1);this.addHalfVertex(c,F.x,F.y,!1,k,0,h)}d&&this.addCurrentVertex(c,g,-P,-O,h)}else if(\"butt\"===E)this.addCurrentVertex(c,m,0,0,h);else if(\"square\"===E){var B=p?1:-1;this.addCurrentVertex(c,m,B,B,h)}else\"round\"===E&&(p&&(this.addCurrentVertex(c,v,0,0,h),this.addCurrentVertex(c,v,1,1,h,!0)),d&&(this.addCurrentVertex(c,g,-1,-1,h,!0),this.addCurrentVertex(c,g,0,0,h)));if(T&&y<l-1){var N=c.dist(d);if(N>2*f){var j=c.add(d.sub(c)._mult(f/N)._round());this.updateDistance(c,j),this.addCurrentVertex(j,g,0,0,h),c=j}}}}},cl.prototype.addCurrentVertex=function(t,e,r,n,i,a){void 0===a&&(a=!1);var o=e.x+e.y*r,s=e.y-e.x*r,l=-e.x+e.y*n,u=-e.y-e.x*n;this.addHalfVertex(t,o,s,a,!1,r,i),this.addHalfVertex(t,l,u,a,!0,-n,i),this.distance>ul/2&&0===this.totalDistance&&(this.distance=0,this.addCurrentVertex(t,e,r,n,i,a))},cl.prototype.addHalfVertex=function(t,e,r,n,i,a,o){var s=t.x,l=t.y,u=.5*this.scaledDistance;this.layoutVertexArray.emplaceBack((s<<1)+(n?1:0),(l<<1)+(i?1:0),Math.round(63*e)+128,Math.round(63*r)+128,1+(0===a?0:a<0?-1:1)|(63&u)<<2,u>>6);var c=o.vertexLength++;this.e1>=0&&this.e2>=0&&(this.indexArray.emplaceBack(this.e1,this.e2,c),o.primitiveLength++),i?this.e2=c:this.e1=c},cl.prototype.updateScaledDistance=function(){this.scaledDistance=this.totalDistance>0?(this.clipStart+(this.clipEnd-this.clipStart)*this.distance/this.totalDistance)*(ul-1):this.distance},cl.prototype.updateDistance=function(t,e){this.distance+=t.dist(e),this.updateScaledDistance()},ni(\"LineBucket\",cl,{omit:[\"layers\",\"patternFeatures\"]});var fl=new Gi({\"line-cap\":new ji(Dt.layout_line[\"line-cap\"]),\"line-join\":new Ui(Dt.layout_line[\"line-join\"]),\"line-miter-limit\":new ji(Dt.layout_line[\"line-miter-limit\"]),\"line-round-limit\":new ji(Dt.layout_line[\"line-round-limit\"]),\"line-sort-key\":new Ui(Dt.layout_line[\"line-sort-key\"])}),hl={paint:new Gi({\"line-opacity\":new Ui(Dt.paint_line[\"line-opacity\"]),\"line-color\":new Ui(Dt.paint_line[\"line-color\"]),\"line-translate\":new ji(Dt.paint_line[\"line-translate\"]),\"line-translate-anchor\":new ji(Dt.paint_line[\"line-translate-anchor\"]),\"line-width\":new Ui(Dt.paint_line[\"line-width\"]),\"line-gap-width\":new Ui(Dt.paint_line[\"line-gap-width\"]),\"line-offset\":new Ui(Dt.paint_line[\"line-offset\"]),\"line-blur\":new Ui(Dt.paint_line[\"line-blur\"]),\"line-dasharray\":new Hi(Dt.paint_line[\"line-dasharray\"]),\"line-pattern\":new Vi(Dt.paint_line[\"line-pattern\"]),\"line-gradient\":new qi(Dt.paint_line[\"line-gradient\"])}),layout:fl},pl=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.possiblyEvaluate=function(e,r){return r=new Pi(Math.floor(r.zoom),{now:r.now,fadeDuration:r.fadeDuration,zoomHistory:r.zoomHistory,transition:r.transition}),t.prototype.possiblyEvaluate.call(this,e,r)},e.prototype.evaluate=function(e,r,n,i){return r=f({},r,{zoom:Math.floor(r.zoom)}),t.prototype.evaluate.call(this,e,r,n,i)},e}(Ui),dl=new pl(hl.paint.properties[\"line-width\"].specification);dl.useIntegerZoom=!0;var vl=function(t){function e(e){t.call(this,e,hl)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._handleSpecialPaintPropertyUpdate=function(t){\"line-gradient\"===t&&this._updateGradient()},e.prototype._updateGradient=function(){var t=this._transitionablePaint._values[\"line-gradient\"].value.expression;this.gradient=Jo(t,\"lineProgress\"),this.gradientTexture=null},e.prototype.recalculate=function(e,r){t.prototype.recalculate.call(this,e,r),this.paint._values[\"line-floorwidth\"]=dl.possiblyEvaluate(this._transitioningPaint._values[\"line-width\"].value,e)},e.prototype.createBucket=function(t){return new cl(t)},e.prototype.queryRadius=function(t){var e=t,r=gl(Eo(\"line-width\",this,e),Eo(\"line-gap-width\",this,e)),n=Eo(\"line-offset\",this,e);return r/2+Math.abs(n)+Lo(this.paint.get(\"line-translate\"))},e.prototype.queryIntersectsFeature=function(t,e,r,n,i,o,s){var l=Co(t,this.paint.get(\"line-translate\"),this.paint.get(\"line-translate-anchor\"),o.angle,s),u=s/2*gl(this.paint.get(\"line-width\").evaluate(e,r),this.paint.get(\"line-gap-width\").evaluate(e,r)),c=this.paint.get(\"line-offset\").evaluate(e,r);return c&&(n=function(t,e){for(var r=[],n=new a(0,0),i=0;i<t.length;i++){for(var o=t[i],s=[],l=0;l<o.length;l++){var u=o[l-1],c=o[l],f=o[l+1],h=0===l?n:c.sub(u)._unit()._perp(),p=l===o.length-1?n:f.sub(c)._unit()._perp(),d=h._add(p)._unit(),v=d.x*p.x+d.y*p.y;d._mult(1/v),s.push(d._mult(e)._add(c))}r.push(s)}return r}(n,c*s)),function(t,e,r){for(var n=0;n<e.length;n++){var i=e[n];if(t.length>=3)for(var a=0;a<i.length;a++)if(Mo(t,i[a]))return!0;if(bo(t,i,r))return!0}return!1}(l,n,u)},e.prototype.isTileClipped=function(){return!0},e}(Yi);function gl(t,e){return e>0?e+2*t:t}var 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Yl=3;function Wl(t,e,r){1===t&&r.readMessage(Xl,e)}function Xl(t,e,r){if(3===t){var n=r.readMessage(Jl,{}),i=n.id,a=n.bitmap,o=n.width,s=n.height,l=n.left,u=n.top,c=n.advance;e.push({id:i,bitmap:new Yo({width:o+2*Yl,height:s+2*Yl},a),metrics:{width:o,height:s,left:l,top:u,advance:c}})}}function Jl(t,e,r){1===t?e.id=r.readVarint():2===t?e.bitmap=r.readBytes():3===t?e.width=r.readVarint():4===t?e.height=r.readVarint():5===t?e.left=r.readSVarint():6===t?e.top=r.readSVarint():7===t&&(e.advance=r.readVarint())}var Kl=Yl;function $l(t){for(var e=0,r=0,n=0,i=t;n<i.length;n+=1){var a=i[n];e+=a.w*a.h,r=Math.max(r,a.w)}t.sort((function(t,e){return e.h-t.h}));for(var o=[{x:0,y:0,w:Math.max(Math.ceil(Math.sqrt(e/.95)),r),h:1/0}],s=0,l=0,u=0,c=t;u<c.length;u+=1)for(var f=c[u],h=o.length-1;h>=0;h--){var p=o[h];if(!(f.w>p.w||f.h>p.h)){if(f.x=p.x,f.y=p.y,l=Math.max(l,f.y+f.h),s=Math.max(s,f.x+f.w),f.w===p.w&&f.h===p.h){var d=o.pop();h<o.length&&(o[h]=d)}else 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t.dispatchRenderCallbacks(this.haveRenderCallbacks),t.updatedImages)this.patchUpdatedImage(this.iconPositions[r],t.getImage(r),e),this.patchUpdatedImage(this.patternPositions[r],t.getImage(r),e)},ru.prototype.patchUpdatedImage=function(t,e,r){if(t&&e&&t.version!==e.version){t.version=e.version;var n=t.tl,i=n[0],a=n[1];r.update(e.data,void 0,{x:i,y:a})}},ni(\"ImagePosition\",tu),ni(\"ImageAtlas\",ru);var nu={horizontal:1,vertical:2,horizontalOnly:3},iu=-17;var au=function(){this.scale=1,this.fontStack=\"\",this.imageName=null};au.forText=function(t,e){var r=new au;return r.scale=t||1,r.fontStack=e,r},au.forImage=function(t){var e=new au;return e.imageName=t,e};var ou=function(){this.text=\"\",this.sectionIndex=[],this.sections=[],this.imageSectionID=null};function su(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v){var g,y=ou.fromFeature(t,i);f===nu.vertical&&y.verticalizePunctuation();var m=Ci.processBidirectionalText,x=Ci.processStyledBidirectionalText;if(m&&1===y.sections.length){g=[];for(var b=0,_=m(y.toString(),vu(y,u,a,e,n,p,d));b<_.length;b+=1){var w=_[b],T=new ou;T.text=w,T.sections=y.sections;for(var k=0;k<w.length;k++)T.sectionIndex.push(0);g.push(T)}}else if(x){g=[];for(var A=0,M=x(y.text,y.sectionIndex,vu(y,u,a,e,n,p,d));A<M.length;A+=1){var S=M[A],E=new ou;E.text=S[0],E.sectionIndex=S[1],E.sections=y.sections,g.push(E)}}else g=function(t,e){for(var r=[],n=t.text,i=0,a=0,o=e;a<o.length;a+=1){var s=o[a];r.push(t.substring(i,s)),i=s}return i<n.length&&r.push(t.substring(i,n.length)),r}(y,vu(y,u,a,e,n,p,d));var L=[],C={positionedLines:L,text:y.toString(),top:c[1],bottom:c[1],left:c[0],right:c[0],writingMode:f,iconsInText:!1,verticalizable:!1};return function(t,e,r,n,i,a,o,s,l,u,c,f){for(var h=0,p=iu,d=0,v=0,g=\"right\"===s?1:\"left\"===s?0:.5,y=0,m=0,x=i;m<x.length;m+=1){var b=x[m];b.trim();var _=b.getMaxScale(),w=(_-1)*kl,T={positionedGlyphs:[],lineOffset:0};t.positionedLines[y]=T;var k=T.positionedGlyphs,A=0;if(b.length()){for(var M=0;M<b.length();M++){var S=b.getSection(M),E=b.getSectionIndex(M),L=b.getCharCode(M),C=0,P=null,O=null,I=null,D=kl,z=!(l===nu.horizontal||!c&&!hi(L)||c&&(lu[L]||di(L)));if(S.imageName){var R=n[S.imageName];if(!R)continue;I=S.imageName,t.iconsInText=t.iconsInText||!0,O=R.paddedRect;var F=R.displaySize;S.scale=S.scale*kl/f,P={width:F[0],height:F[1],left:Ql,top:-Kl,advance:z?F[1]:F[0]},C=w+(kl-F[1]*S.scale),D=P.advance;var B=z?F[0]*S.scale-kl*_:F[1]*S.scale-kl*_;B>0&&B>A&&(A=B)}else{var N=r[S.fontStack],j=N&&N[L];if(j&&j.rect)O=j.rect,P=j.metrics;else{var U=e[S.fontStack],V=U&&U[L];if(!V)continue;P=V.metrics}C=(_-S.scale)*kl}z?(t.verticalizable=!0,k.push({glyph:L,imageName:I,x:h,y:p+C,vertical:z,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:O}),h+=D*S.scale+u):(k.push({glyph:L,imageName:I,x:h,y:p+C,vertical:z,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:O}),h+=P.advance*S.scale+u)}if(0!==k.length){var H=h-u;d=Math.max(H,d),yu(k,0,k.length-1,g,A)}h=0;var q=a*_+A;T.lineOffset=Math.max(A,w),p+=q,v=Math.max(q,v),++y}else p+=a,++y}var G=p-iu,Z=gu(o),Y=Z.horizontalAlign,W=Z.verticalAlign;(function(t,e,r,n,i,a,o,s,l){var u=(e-r)*i,c=0;c=a!==o?-s*n-iu:(-n*l+.5)*o;for(var f=0,h=t;f<h.length;f+=1)for(var p=0,d=h[f].positionedGlyphs;p<d.length;p+=1){var v=d[p];v.x+=u,v.y+=c}})(t.positionedLines,g,Y,W,d,v,a,G,i.length),t.top+=-W*G,t.bottom=t.top+G,t.left+=-Y*d,t.right=t.left+d}(C,e,r,n,g,o,s,l,f,u,h,v),!function(t){for(var e=0,r=t;e<r.length;e+=1)if(0!==r[e].positionedGlyphs.length)return!1;return!0}(L)&&C}ou.fromFeature=function(t,e){for(var r=new ou,n=0;n<t.sections.length;n++){var i=t.sections[n];i.image?r.addImageSection(i):r.addTextSection(i,e)}return r},ou.prototype.length=function(){return this.text.length},ou.prototype.getSection=function(t){return this.sections[this.sectionIndex[t]]},ou.prototype.getSectionIndex=function(t){return this.sectionIndex[t]},ou.prototype.getCharCode=function(t){return this.text.charCodeAt(t)},ou.prototype.verticalizePunctuation=function(){this.text=function(t){for(var e=\"\",r=0;r<t.length;r++){var n=t.charCodeAt(r+1)||null,i=t.charCodeAt(r-1)||null;n&&pi(n)&&!Tl[t[r+1]]||i&&pi(i)&&!Tl[t[r-1]]||!Tl[t[r]]?e+=t[r]:e+=Tl[t[r]]}return e}(this.text)},ou.prototype.trim=function(){for(var t=0,e=0;e<this.text.length&&lu[this.text.charCodeAt(e)];e++)t++;for(var r=this.text.length,n=this.text.length-1;n>=0&&n>=t&&lu[this.text.charCodeAt(n)];n--)r--;this.text=this.text.substring(t,r),this.sectionIndex=this.sectionIndex.slice(t,r)},ou.prototype.substring=function(t,e){var r=new ou;return r.text=this.text.substring(t,e),r.sectionIndex=this.sectionIndex.slice(t,e),r.sections=this.sections,r},ou.prototype.toString=function(){return this.text},ou.prototype.getMaxScale=function(){var t=this;return this.sectionIndex.reduce((function(e,r){return Math.max(e,t.sections[r].scale)}),0)},ou.prototype.addTextSection=function(t,e){this.text+=t.text,this.sections.push(au.forText(t.scale,t.fontStack||e));for(var r=this.sections.length-1,n=0;n<t.text.length;++n)this.sectionIndex.push(r)},ou.prototype.addImageSection=function(t){var e=t.image?t.image.name:\"\";if(0!==e.length){var r=this.getNextImageSectionCharCode();r?(this.text+=String.fromCharCode(r),this.sections.push(au.forImage(e)),this.sectionIndex.push(this.sections.length-1)):w(\"Reached maximum number of images 6401\")}else w(\"Can't add FormattedSection with an empty image.\")},ou.prototype.getNextImageSectionCharCode=function(){return this.imageSectionID?this.imageSectionID>=63743?null:++this.imageSectionID:(this.imageSectionID=57344,this.imageSectionID)};var lu={9:!0,10:!0,11:!0,12:!0,13:!0,32:!0},uu={};function cu(t,e,r,n,i,a){if(e.imageName){var o=n[e.imageName];return o?o.displaySize[0]*e.scale*kl/a+i:0}var s=r[e.fontStack],l=s&&s[t];return l?l.metrics.advance*e.scale+i:0}function fu(t,e,r,n){var i=Math.pow(t-e,2);return n?t<e?i/2:2*i:i+Math.abs(r)*r}function hu(t,e,r){var n=0;return 10===t&&(n-=1e4),r&&(n+=150),40!==t&&65288!==t||(n+=50),41!==e&&65289!==e||(n+=50),n}function pu(t,e,r,n,i,a){for(var o=null,s=fu(e,r,i,a),l=0,u=n;l<u.length;l+=1){var c=u[l],f=fu(e-c.x,r,i,a)+c.badness;f<=s&&(o=c,s=f)}return{index:t,x:e,priorBreak:o,badness:s}}function du(t){return t?du(t.priorBreak).concat(t.index):[]}function vu(t,e,r,n,i,a,o){if(\"point\"!==a)return[];if(!t)return[];for(var s=[],l=function(t,e,r,n,i,a){for(var o=0,s=0;s<t.length();s++){var l=t.getSection(s);o+=cu(t.getCharCode(s),l,n,i,e,a)}return o/Math.max(1,Math.ceil(o/r))}(t,e,r,n,i,o),u=t.text.indexOf(\"​\")>=0,c=0,f=0;f<t.length();f++){var h=t.getSection(f),p=t.getCharCode(f);if(lu[p]||(c+=cu(p,h,n,i,e,o)),f<t.length()-1){var d=!((v=p)<11904||!(ci[\"Bopomofo Extended\"](v)||ci.Bopomofo(v)||ci[\"CJK Compatibility Forms\"](v)||ci[\"CJK Compatibility 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yu(t,e,r,n,i){if(n||i)for(var a=t[r],o=a.metrics.advance*a.scale,s=(t[r].x+o)*n,l=e;l<=r;l++)t[l].x-=s,t[l].y+=i}function mu(t,e,r,n,i,a){var o,s=t.image;if(s.content){var l=s.content,u=s.pixelRatio||1;o=[l[0]/u,l[1]/u,s.displaySize[0]-l[2]/u,s.displaySize[1]-l[3]/u]}var c,f,h,p,d=e.left*a,v=e.right*a;\"width\"===r||\"both\"===r?(p=i[0]+d-n[3],f=i[0]+v+n[1]):f=(p=i[0]+(d+v-s.displaySize[0])/2)+s.displaySize[0];var g=e.top*a,y=e.bottom*a;return\"height\"===r||\"both\"===r?(c=i[1]+g-n[0],h=i[1]+y+n[2]):h=(c=i[1]+(g+y-s.displaySize[1])/2)+s.displaySize[1],{image:s,top:c,right:f,bottom:h,left:p,collisionPadding:o}}uu[10]=!0,uu[32]=!0,uu[38]=!0,uu[40]=!0,uu[41]=!0,uu[43]=!0,uu[45]=!0,uu[47]=!0,uu[173]=!0,uu[183]=!0,uu[8203]=!0,uu[8208]=!0,uu[8211]=!0,uu[8231]=!0;var xu=function(t){function e(e,r,n,i){t.call(this,e,r),this.angle=n,void 0!==i&&(this.segment=i)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.clone=function(){return new 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Oa,this.collisionVertexArray=new ca};oc.prototype.upload=function(t){this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,this.layoutAttributes),this.indexBuffer=t.createIndexBuffer(this.indexArray),this.collisionVertexBuffer=t.createVertexBuffer(this.collisionVertexArray,xl.members,!0)},oc.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.segments.destroy(),this.collisionVertexBuffer.destroy())},ni(\"CollisionBuffers\",oc);var sc=function(t){this.collisionBoxArray=t.collisionBoxArray,this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.pixelRatio=t.pixelRatio,this.sourceLayerIndex=t.sourceLayerIndex,this.hasPattern=!1,this.hasRTLText=!1,this.sortKeyRanges=[],this.collisionCircleArray=[],this.placementInvProjMatrix=Do([]),this.placementViewportMatrix=Do([]);var e=this.layers[0]._unevaluatedLayout._values;this.textSizeData=_u(this.zoom,e[\"text-size\"]),this.iconSizeData=_u(this.zoom,e[\"icon-size\"]);var r=this.layers[0].layout,n=r.get(\"symbol-sort-key\"),i=r.get(\"symbol-z-order\");this.sortFeaturesByKey=\"viewport-y\"!==i&&void 0!==n.constantOr(1);var a=\"viewport-y\"===i||\"auto\"===i&&!this.sortFeaturesByKey;this.sortFeaturesByY=a&&(r.get(\"text-allow-overlap\")||r.get(\"icon-allow-overlap\")||r.get(\"text-ignore-placement\")||r.get(\"icon-ignore-placement\")),\"point\"===r.get(\"symbol-placement\")&&(this.writingModes=r.get(\"text-writing-mode\").map((function(t){return nu[t]}))),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id})),this.sourceID=t.sourceID};sc.prototype.createArrays=function(){this.text=new ac(new so(yl.members,this.layers,this.zoom,(function(t){return/^text/.test(t)}))),this.icon=new ac(new so(yl.members,this.layers,this.zoom,(function(t){return/^icon/.test(t)}))),this.glyphOffsetArray=new Sa,this.lineVertexArray=new Ea,this.symbolInstances=new Ma},sc.prototype.calculateGlyphDependencies=function(t,e,r,n,i){for(var a=0;a<t.length;a++)if(e[t.charCodeAt(a)]=!0,(r||n)&&i){var o=Tl[t.charAt(a)];o&&(e[o.charCodeAt(0)]=!0)}},sc.prototype.populate=function(t,e,r){var n=this.layers[0],i=n.layout,a=i.get(\"text-font\"),o=i.get(\"text-field\"),s=i.get(\"icon-image\"),l=(\"constant\"!==o.value.kind||o.value.value instanceof ue&&!o.value.value.isEmpty()||o.value.value.toString().length>0)&&(\"constant\"!==a.value.kind||a.value.value.length>0),u=\"constant\"!==s.value.kind||!!s.value.value||Object.keys(s.parameters).length>0,c=i.get(\"symbol-sort-key\");if(this.features=[],l||u){for(var f=e.iconDependencies,h=e.glyphDependencies,p=e.availableImages,d=new Pi(this.zoom),v=0,g=t;v<g.length;v+=1){var y=g[v],m=y.feature,x=y.id,b=y.index,_=y.sourceLayerIndex,w=n._featureFilter.needGeometry,T={type:m.type,id:x,properties:m.properties,geometry:w?po(m):[]};if(n._featureFilter.filter(d,T,r)){w||(T.geometry=po(m));var k=void 0;if(l){var A=n.getValueAndResolveTokens(\"text-field\",T,r,p),M=ue.factory(A);ic(M)&&(this.hasRTLText=!0),(!this.hasRTLText||\"unavailable\"===Ei()||this.hasRTLText&&Ci.isParsed())&&(k=wl(M,n,T))}var S=void 0;if(u){var E=n.getValueAndResolveTokens(\"icon-image\",T,r,p);S=E instanceof ce?E:ce.fromString(E)}if(k||S){var L=this.sortFeaturesByKey?c.evaluate(T,{},r):void 0,C={id:x,text:k,icon:S,index:b,sourceLayerIndex:_,geometry:po(m),properties:m.properties,type:tc[m.type],sortKey:L};if(this.features.push(C),S&&(f[S.name]=!0),k){var P=a.evaluate(T,{},r).join(\",\"),O=\"map\"===i.get(\"text-rotation-alignment\")&&\"point\"!==i.get(\"symbol-placement\");this.allowVerticalPlacement=this.writingModes&&this.writingModes.indexOf(nu.vertical)>=0;for(var I=0,D=k.sections;I<D.length;I+=1){var z=D[I];if(z.image)f[z.image.name]=!0;else{var R=fi(k.toString()),F=z.fontStack||P,B=h[F]=h[F]||{};this.calculateGlyphDependencies(z.text,B,O,this.allowVerticalPlacement,R)}}}}}}\"line\"===i.get(\"symbol-placement\")&&(this.features=function(t){var e={},r={},n=[],i=0;function a(e){n.push(t[e]),i++}function o(t,e,i){var a=r[t];return delete r[t],r[e]=a,n[a].geometry[0].pop(),n[a].geometry[0]=n[a].geometry[0].concat(i[0]),a}function s(t,r,i){var a=e[r];return delete e[r],e[t]=a,n[a].geometry[0].shift(),n[a].geometry[0]=i[0].concat(n[a].geometry[0]),a}function l(t,e,r){var n=r?e[0][e[0].length-1]:e[0][0];return t+\":\"+n.x+\":\"+n.y}for(var u=0;u<t.length;u++){var c=t[u],f=c.geometry,h=c.text?c.text.toString():null;if(h){var p=l(h,f),d=l(h,f,!0);if(p in r&&d in e&&r[p]!==e[d]){var v=s(p,d,f),g=o(p,d,n[v].geometry);delete e[p],delete r[d],r[l(h,n[g].geometry,!0)]=g,n[v].geometry=null}else p in r?o(p,d,f):d in e?s(p,d,f):(a(u),e[p]=i-1,r[d]=i-1)}else a(u)}return n.filter((function(t){return t.geometry}))}(this.features)),this.sortFeaturesByKey&&this.features.sort((function(t,e){return t.sortKey-e.sortKey}))}},sc.prototype.update=function(t,e,r){this.stateDependentLayers.length&&(this.text.programConfigurations.updatePaintArrays(t,e,this.layers,r),this.icon.programConfigurations.updatePaintArrays(t,e,this.layers,r))},sc.prototype.isEmpty=function(){return 0===this.symbolInstances.length&&!this.hasRTLText},sc.prototype.uploadPending=function(){return!this.uploaded||this.text.programConfigurations.needsUpload||this.icon.programConfigurations.needsUpload},sc.prototype.upload=function(t){!this.uploaded&&this.hasDebugData()&&(this.textCollisionBox.upload(t),this.iconCollisionBox.upload(t)),this.text.upload(t,this.sortFeaturesByY,!this.uploaded,this.text.programConfigurations.needsUpload),this.icon.upload(t,this.sortFeaturesByY,!this.uploaded,this.icon.programConfigurations.needsUpload),this.uploaded=!0},sc.prototype.destroyDebugData=function(){this.textCollisionBox.destroy(),this.iconCollisionBox.destroy()},sc.prototype.destroy=function(){this.text.destroy(),this.icon.destroy(),this.hasDebugData()&&this.destroyDebugData()},sc.prototype.addToLineVertexArray=function(t,e){var r=this.lineVertexArray.length;if(void 0!==t.segment){for(var n=t.dist(e[t.segment+1]),i=t.dist(e[t.segment]),a={},o=t.segment+1;o<e.length;o++)a[o]={x:e[o].x,y:e[o].y,tileUnitDistanceFromAnchor:n},o<e.length-1&&(n+=e[o+1].dist(e[o]));for(var s=t.segment||0;s>=0;s--)a[s]={x:e[s].x,y:e[s].y,tileUnitDistanceFromAnchor:i},s>0&&(i+=e[s-1].dist(e[s]));for(var l=0;l<e.length;l++){var u=a[l];this.lineVertexArray.emplaceBack(u.x,u.y,u.tileUnitDistanceFromAnchor)}}return{lineStartIndex:r,lineLength:this.lineVertexArray.length-r}},sc.prototype.addSymbols=function(t,e,r,n,i,a,o,s,l,u,c,f){for(var h=t.indexArray,p=t.layoutVertexArray,d=t.segments.prepareSegment(4*e.length,p,h,a.sortKey),v=this.glyphOffsetArray.length,g=d.vertexLength,y=this.allowVerticalPlacement&&o===nu.vertical?Math.PI/2:0,m=a.text&&a.text.sections,x=0;x<e.length;x++){var b=e[x],_=b.tl,w=b.tr,T=b.bl,k=b.br,A=b.tex,M=b.pixelOffsetTL,S=b.pixelOffsetBR,E=b.minFontScaleX,L=b.minFontScaleY,C=b.glyphOffset,P=b.isSDF,O=b.sectionIndex,I=d.vertexLength,D=C[1];rc(p,s.x,s.y,_.x,D+_.y,A.x,A.y,r,P,M.x,M.y,E,L),rc(p,s.x,s.y,w.x,D+w.y,A.x+A.w,A.y,r,P,S.x,M.y,E,L),rc(p,s.x,s.y,T.x,D+T.y,A.x,A.y+A.h,r,P,M.x,S.y,E,L),rc(p,s.x,s.y,k.x,D+k.y,A.x+A.w,A.y+A.h,r,P,S.x,S.y,E,L),nc(t.dynamicLayoutVertexArray,s,y),h.emplaceBack(I,I+1,I+2),h.emplaceBack(I+1,I+2,I+3),d.vertexLength+=4,d.primitiveLength+=2,this.glyphOffsetArray.emplaceBack(C[0]),x!==e.length-1&&O===e[x+1].sectionIndex||t.programConfigurations.populatePaintArrays(p.length,a,a.index,{},f,m&&m[O])}t.placedSymbolArray.emplaceBack(s.x,s.y,v,this.glyphOffsetArray.length-v,g,l,u,s.segment,r?r[0]:0,r?r[1]:0,n[0],n[1],o,0,!1,0,c)},sc.prototype._addCollisionDebugVertex=function(t,e,r,n,i,a){return e.emplaceBack(0,0),t.emplaceBack(r.x,r.y,n,i,Math.round(a.x),Math.round(a.y))},sc.prototype.addCollisionDebugVertices=function(t,e,r,n,i,o,s){var l=i.segments.prepareSegment(4,i.layoutVertexArray,i.indexArray),u=l.vertexLength,c=i.layoutVertexArray,f=i.collisionVertexArray,h=s.anchorX,p=s.anchorY;this._addCollisionDebugVertex(c,f,o,h,p,new a(t,e)),this._addCollisionDebugVertex(c,f,o,h,p,new a(r,e)),this._addCollisionDebugVertex(c,f,o,h,p,new a(r,n)),this._addCollisionDebugVertex(c,f,o,h,p,new a(t,n)),l.vertexLength+=4;var d=i.indexArray;d.emplaceBack(u,u+1),d.emplaceBack(u+1,u+2),d.emplaceBack(u+2,u+3),d.emplaceBack(u+3,u),l.primitiveLength+=4},sc.prototype.addDebugCollisionBoxes=function(t,e,r,n){for(var i=t;i<e;i++){var a=this.collisionBoxArray.get(i),o=a.x1,s=a.y1,l=a.x2,u=a.y2;this.addCollisionDebugVertices(o,s,l,u,n?this.textCollisionBox:this.iconCollisionBox,a.anchorPoint,r)}},sc.prototype.generateCollisionDebugBuffers=function(){this.hasDebugData()&&this.destroyDebugData(),this.textCollisionBox=new oc(la,bl.members,ya),this.iconCollisionBox=new oc(la,bl.members,ya);for(var t=0;t<this.symbolInstances.length;t++){var e=this.symbolInstances.get(t);this.addDebugCollisionBoxes(e.textBoxStartIndex,e.textBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.verticalTextBoxStartIndex,e.verticalTextBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.iconBoxStartIndex,e.iconBoxEndIndex,e,!1),this.addDebugCollisionBoxes(e.verticalIconBoxStartIndex,e.verticalIconBoxEndIndex,e,!1)}},sc.prototype._deserializeCollisionBoxesForSymbol=function(t,e,r,n,i,a,o,s,l){for(var u={},c=e;c<r;c++){var f=t.get(c);u.textBox={x1:f.x1,y1:f.y1,x2:f.x2,y2:f.y2,anchorPointX:f.anchorPointX,anchorPointY:f.anchorPointY},u.textFeatureIndex=f.featureIndex;break}for(var h=n;h<i;h++){var p=t.get(h);u.verticalTextBox={x1:p.x1,y1:p.y1,x2:p.x2,y2:p.y2,anchorPointX:p.anchorPointX,anchorPointY:p.anchorPointY},u.verticalTextFeatureIndex=p.featureIndex;break}for(var d=a;d<o;d++){var v=t.get(d);u.iconBox={x1:v.x1,y1:v.y1,x2:v.x2,y2:v.y2,anchorPointX:v.anchorPointX,anchorPointY:v.anchorPointY},u.iconFeatureIndex=v.featureIndex;break}for(var g=s;g<l;g++){var y=t.get(g);u.verticalIconBox={x1:y.x1,y1:y.y1,x2:y.x2,y2:y.y2,anchorPointX:y.anchorPointX,anchorPointY:y.anchorPointY},u.verticalIconFeatureIndex=y.featureIndex;break}return u},sc.prototype.deserializeCollisionBoxes=function(t){this.collisionArrays=[];for(var e=0;e<this.symbolInstances.length;e++){var r=this.symbolInstances.get(e);this.collisionArrays.push(this._deserializeCollisionBoxesForSymbol(t,r.textBoxStartIndex,r.textBoxEndIndex,r.verticalTextBoxStartIndex,r.verticalTextBoxEndIndex,r.iconBoxStartIndex,r.iconBoxEndIndex,r.verticalIconBoxStartIndex,r.verticalIconBoxEndIndex))}},sc.prototype.hasTextData=function(){return this.text.segments.get().length>0},sc.prototype.hasIconData=function(){return this.icon.segments.get().length>0},sc.prototype.hasDebugData=function(){return this.textCollisionBox&&this.iconCollisionBox},sc.prototype.hasTextCollisionBoxData=function(){return this.hasDebugData()&&this.textCollisionBox.segments.get().length>0},sc.prototype.hasIconCollisionBoxData=function(){return this.hasDebugData()&&this.iconCollisionBox.segments.get().length>0},sc.prototype.addIndicesForPlacedSymbol=function(t,e){for(var r=t.placedSymbolArray.get(e),n=r.vertexStartIndex+4*r.numGlyphs,i=r.vertexStartIndex;i<n;i+=4)t.indexArray.emplaceBack(i,i+1,i+2),t.indexArray.emplaceBack(i+1,i+2,i+3)},sc.prototype.getSortedSymbolIndexes=function(t){if(this.sortedAngle===t&&void 0!==this.symbolInstanceIndexes)return this.symbolInstanceIndexes;for(var e=Math.sin(t),r=Math.cos(t),n=[],i=[],a=[],o=0;o<this.symbolInstances.length;++o){a.push(o);var s=this.symbolInstances.get(o);n.push(0|Math.round(e*s.anchorX+r*s.anchorY)),i.push(s.featureIndex)}return a.sort((function(t,e){return n[t]-n[e]||i[e]-i[t]})),a},sc.prototype.addToSortKeyRanges=function(t,e){var r=this.sortKeyRanges[this.sortKeyRanges.length-1];r&&r.sortKey===e?r.symbolInstanceEnd=t+1:this.sortKeyRanges.push({sortKey:e,symbolInstanceStart:t,symbolInstanceEnd:t+1})},sc.prototype.sortFeatures=function(t){var e=this;if(this.sortFeaturesByY&&this.sortedAngle!==t&&!(this.text.segments.get().length>1||this.icon.segments.get().length>1)){this.symbolInstanceIndexes=this.getSortedSymbolIndexes(t),this.sortedAngle=t,this.text.indexArray.clear(),this.icon.indexArray.clear(),this.featureSortOrder=[];for(var r=0,n=this.symbolInstanceIndexes;r<n.length;r+=1){var i=n[r],a=this.symbolInstances.get(i);this.featureSortOrder.push(a.featureIndex),[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t,r,n){t>=0&&n.indexOf(t)===r&&e.addIndicesForPlacedSymbol(e.text,t)})),a.verticalPlacedTextSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.text,a.verticalPlacedTextSymbolIndex),a.placedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.placedIconSymbolIndex),a.verticalPlacedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.verticalPlacedIconSymbolIndex)}this.text.indexBuffer&&this.text.indexBuffer.updateData(this.text.indexArray),this.icon.indexBuffer&&this.icon.indexBuffer.updateData(this.icon.indexArray)}},ni(\"SymbolBucket\",sc,{omit:[\"layers\",\"collisionBoxArray\",\"features\",\"compareText\"]}),sc.MAX_GLYPHS=65535,sc.addDynamicAttributes=nc;var lc=new Gi({\"symbol-placement\":new ji(Dt.layout_symbol[\"symbol-placement\"]),\"symbol-spacing\":new ji(Dt.layout_symbol[\"symbol-spacing\"]),\"symbol-avoid-edges\":new ji(Dt.layout_symbol[\"symbol-avoid-edges\"]),\"symbol-sort-key\":new Ui(Dt.layout_symbol[\"symbol-sort-key\"]),\"symbol-z-order\":new ji(Dt.layout_symbol[\"symbol-z-order\"]),\"icon-allow-overlap\":new ji(Dt.layout_symbol[\"icon-allow-overlap\"]),\"icon-ignore-placement\":new ji(Dt.layout_symbol[\"icon-ignore-placement\"]),\"icon-optional\":new ji(Dt.layout_symbol[\"icon-optional\"]),\"icon-rotation-alignment\":new ji(Dt.layout_symbol[\"icon-rotation-alignment\"]),\"icon-size\":new Ui(Dt.layout_symbol[\"icon-size\"]),\"icon-text-fit\":new ji(Dt.layout_symbol[\"icon-text-fit\"]),\"icon-text-fit-padding\":new ji(Dt.layout_symbol[\"icon-text-fit-padding\"]),\"icon-image\":new Ui(Dt.layout_symbol[\"icon-image\"]),\"icon-rotate\":new Ui(Dt.layout_symbol[\"icon-rotate\"]),\"icon-padding\":new ji(Dt.layout_symbol[\"icon-padding\"]),\"icon-keep-upright\":new ji(Dt.layout_symbol[\"icon-keep-upright\"]),\"icon-offset\":new Ui(Dt.layout_symbol[\"icon-offset\"]),\"icon-anchor\":new Ui(Dt.layout_symbol[\"icon-anchor\"]),\"icon-pitch-alignment\":new ji(Dt.layout_symbol[\"icon-pitch-alignment\"]),\"text-pitch-alignment\":new ji(Dt.layout_symbol[\"text-pitch-alignment\"]),\"text-rotation-alignment\":new ji(Dt.layout_symbol[\"text-rotation-alignment\"]),\"text-field\":new Ui(Dt.layout_symbol[\"text-field\"]),\"text-font\":new Ui(Dt.layout_symbol[\"text-font\"]),\"text-size\":new Ui(Dt.layout_symbol[\"text-size\"]),\"text-max-width\":new Ui(Dt.layout_symbol[\"text-max-width\"]),\"text-line-height\":new ji(Dt.layout_symbol[\"text-line-height\"]),\"text-letter-spacing\":new Ui(Dt.layout_symbol[\"text-letter-spacing\"]),\"text-justify\":new Ui(Dt.layout_symbol[\"text-justify\"]),\"text-radial-offset\":new Ui(Dt.layout_symbol[\"text-radial-offset\"]),\"text-variable-anchor\":new ji(Dt.layout_symbol[\"text-variable-anchor\"]),\"text-anchor\":new Ui(Dt.layout_symbol[\"text-anchor\"]),\"text-max-angle\":new ji(Dt.layout_symbol[\"text-max-angle\"]),\"text-writing-mode\":new ji(Dt.layout_symbol[\"text-writing-mode\"]),\"text-rotate\":new Ui(Dt.layout_symbol[\"text-rotate\"]),\"text-padding\":new ji(Dt.layout_symbol[\"text-padding\"]),\"text-keep-upright\":new ji(Dt.layout_symbol[\"text-keep-upright\"]),\"text-transform\":new Ui(Dt.layout_symbol[\"text-transform\"]),\"text-offset\":new Ui(Dt.layout_symbol[\"text-offset\"]),\"text-allow-overlap\":new ji(Dt.layout_symbol[\"text-allow-overlap\"]),\"text-ignore-placement\":new ji(Dt.layout_symbol[\"text-ignore-placement\"]),\"text-optional\":new ji(Dt.layout_symbol[\"text-optional\"])}),uc={paint:new Gi({\"icon-opacity\":new Ui(Dt.paint_symbol[\"icon-opacity\"]),\"icon-color\":new Ui(Dt.paint_symbol[\"icon-color\"]),\"icon-halo-color\":new Ui(Dt.paint_symbol[\"icon-halo-color\"]),\"icon-halo-width\":new Ui(Dt.paint_symbol[\"icon-halo-width\"]),\"icon-halo-blur\":new Ui(Dt.paint_symbol[\"icon-halo-blur\"]),\"icon-translate\":new ji(Dt.paint_symbol[\"icon-translate\"]),\"icon-translate-anchor\":new ji(Dt.paint_symbol[\"icon-translate-anchor\"]),\"text-opacity\":new Ui(Dt.paint_symbol[\"text-opacity\"]),\"text-color\":new Ui(Dt.paint_symbol[\"text-color\"],{runtimeType:Zt,getOverride:function(t){return t.textColor},hasOverride:function(t){return!!t.textColor}}),\"text-halo-color\":new Ui(Dt.paint_symbol[\"text-halo-color\"]),\"text-halo-width\":new Ui(Dt.paint_symbol[\"text-halo-width\"]),\"text-halo-blur\":new Ui(Dt.paint_symbol[\"text-halo-blur\"]),\"text-translate\":new ji(Dt.paint_symbol[\"text-translate\"]),\"text-translate-anchor\":new ji(Dt.paint_symbol[\"text-translate-anchor\"])}),layout:lc},cc=function(t){this.type=t.property.overrides?t.property.overrides.runtimeType:Vt,this.defaultValue=t};cc.prototype.evaluate=function(t){if(t.formattedSection){var e=this.defaultValue.property.overrides;if(e&&e.hasOverride(t.formattedSection))return e.getOverride(t.formattedSection)}return t.feature&&t.featureState?this.defaultValue.evaluate(t.feature,t.featureState):this.defaultValue.property.specification.default},cc.prototype.eachChild=function(t){this.defaultValue.isConstant()||t(this.defaultValue.value._styleExpression.expression)},cc.prototype.outputDefined=function(){return!1},cc.prototype.serialize=function(){return null},ni(\"FormatSectionOverride\",cc,{omit:[\"defaultValue\"]});var fc=function(t){function e(e){t.call(this,e,uc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.recalculate=function(e,r){if(t.prototype.recalculate.call(this,e,r),\"auto\"===this.layout.get(\"icon-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"icon-rotation-alignment\"]=\"map\":this.layout._values[\"icon-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"text-rotation-alignment\"]=\"map\":this.layout._values[\"text-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-pitch-alignment\")&&(this.layout._values[\"text-pitch-alignment\"]=this.layout.get(\"text-rotation-alignment\")),\"auto\"===this.layout.get(\"icon-pitch-alignment\")&&(this.layout._values[\"icon-pitch-alignment\"]=this.layout.get(\"icon-rotation-alignment\")),\"point\"===this.layout.get(\"symbol-placement\")){var n=this.layout.get(\"text-writing-mode\");if(n){for(var i=[],a=0,o=n;a<o.length;a+=1){var s=o[a];i.indexOf(s)<0&&i.push(s)}this.layout._values[\"text-writing-mode\"]=i}else this.layout._values[\"text-writing-mode\"]=[\"horizontal\"]}this._setPaintOverrides()},e.prototype.getValueAndResolveTokens=function(t,e,r,n){var i=this.layout.get(t).evaluate(e,{},r,n),a=this._unevaluatedLayout._values[t];return a.isDataDriven()||sn(a.value)||!i?i:function(t,e){return e.replace(/{([^{}]+)}/g,(function(e,r){return r in t?String(t[r]):\"\"}))}(e.properties,i)},e.prototype.createBucket=function(t){return new sc(t)},e.prototype.queryRadius=function(){return 0},e.prototype.queryIntersectsFeature=function(){return!1},e.prototype._setPaintOverrides=function(){for(var t=0,r=uc.paint.overridableProperties;t<r.length;t+=1){var n=r[t];if(e.hasPaintOverride(this.layout,n)){var i,a=this.paint.get(n),o=new cc(a),s=new on(o,a.property.specification);i=\"constant\"===a.value.kind||\"source\"===a.value.kind?new un(\"source\",s):new cn(\"composite\",s,a.value.zoomStops,a.value._interpolationType),this.paint._values[n]=new Bi(a.property,i,a.parameters)}}},e.prototype._handleOverridablePaintPropertyUpdate=function(t,r,n){return!(!this.layout||r.isDataDriven()||n.isDataDriven())&&e.hasPaintOverride(this.layout,t)},e.hasPaintOverride=function(t,e){var r=t.get(\"text-field\"),n=uc.paint.properties[e],i=!1,a=function(t){for(var e=0,r=t;e<r.length;e+=1){var a=r[e];if(n.overrides&&n.overrides.hasOverride(a))return void(i=!0)}};if(\"constant\"===r.value.kind&&r.value.value instanceof ue)a(r.value.value.sections);else if(\"source\"===r.value.kind){var o=function(t){if(!i)if(t instanceof ve&&pe(t.value)===Jt){var e=t.value;a(e.sections)}else t instanceof xe?a(t.sections):t.eachChild(o)},s=r.value;s._styleExpression&&o(s._styleExpression.expression)}return i},e}(Yi),hc={paint:new Gi({\"background-color\":new ji(Dt.paint_background[\"background-color\"]),\"background-pattern\":new Hi(Dt.paint_background[\"background-pattern\"]),\"background-opacity\":new ji(Dt.paint_background[\"background-opacity\"])})},pc=function(t){function e(e){t.call(this,e,hc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Yi),dc={paint:new Gi({\"raster-opacity\":new ji(Dt.paint_raster[\"raster-opacity\"]),\"raster-hue-rotate\":new ji(Dt.paint_raster[\"raster-hue-rotate\"]),\"raster-brightness-min\":new ji(Dt.paint_raster[\"raster-brightness-min\"]),\"raster-brightness-max\":new ji(Dt.paint_raster[\"raster-brightness-max\"]),\"raster-saturation\":new ji(Dt.paint_raster[\"raster-saturation\"]),\"raster-contrast\":new ji(Dt.paint_raster[\"raster-contrast\"]),\"raster-resampling\":new ji(Dt.paint_raster[\"raster-resampling\"]),\"raster-fade-duration\":new ji(Dt.paint_raster[\"raster-fade-duration\"])})},vc=function(t){function e(e){t.call(this,e,dc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Yi);var gc=function(t){function e(e){t.call(this,e,{}),this.implementation=e}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.is3D=function(){return\"3d\"===this.implementation.renderingMode},e.prototype.hasOffscreenPass=function(){return void 0!==this.implementation.prerender},e.prototype.recalculate=function(){},e.prototype.updateTransitions=function(){},e.prototype.hasTransition=function(){},e.prototype.serialize=function(){},e.prototype.onAdd=function(t){this.implementation.onAdd&&this.implementation.onAdd(t,t.painter.context.gl)},e.prototype.onRemove=function(t){this.implementation.onRemove&&this.implementation.onRemove(t,t.painter.context.gl)},e}(Yi),yc={circle:Uo,heatmap:Ko,hillshade:Qo,fill:js,\"fill-extrusion\":nl,line:vl,symbol:fc,background:pc,raster:vc};var mc=self.HTMLImageElement,xc=self.HTMLCanvasElement,bc=self.HTMLVideoElement,_c=self.ImageData,wc=self.ImageBitmap,Tc=function(t,e,r,n){this.context=t,this.format=r,this.texture=t.gl.createTexture(),this.update(e,n)};Tc.prototype.update=function(t,e,r){var n=t.width,i=t.height,a=!(this.size&&this.size[0]===n&&this.size[1]===i||r),o=this.context,s=o.gl;if(this.useMipmap=Boolean(e&&e.useMipmap),s.bindTexture(s.TEXTURE_2D,this.texture),o.pixelStoreUnpackFlipY.set(!1),o.pixelStoreUnpack.set(1),o.pixelStoreUnpackPremultiplyAlpha.set(this.format===s.RGBA&&(!e||!1!==e.premultiply)),a)this.size=[n,i],t instanceof mc||t instanceof xc||t instanceof bc||t instanceof _c||wc&&t instanceof wc?s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,s.UNSIGNED_BYTE,t):s.texImage2D(s.TEXTURE_2D,0,this.format,n,i,0,this.format,s.UNSIGNED_BYTE,t.data);else{var l=r||{x:0,y:0},u=l.x,c=l.y;t instanceof mc||t instanceof xc||t instanceof bc||t instanceof _c||wc&&t instanceof wc?s.texSubImage2D(s.TEXTURE_2D,0,u,c,s.RGBA,s.UNSIGNED_BYTE,t):s.texSubImage2D(s.TEXTURE_2D,0,u,c,n,i,s.RGBA,s.UNSIGNED_BYTE,t.data)}this.useMipmap&&this.isSizePowerOfTwo()&&s.generateMipmap(s.TEXTURE_2D)},Tc.prototype.bind=function(t,e,r){var n=this.context.gl;n.bindTexture(n.TEXTURE_2D,this.texture),r!==n.LINEAR_MIPMAP_NEAREST||this.isSizePowerOfTwo()||(r=n.LINEAR),t!==this.filter&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,t),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,r||t),this.filter=t),e!==this.wrap&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,e),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,e),this.wrap=e)},Tc.prototype.isSizePowerOfTwo=function(){return this.size[0]===this.size[1]&&Math.log(this.size[0])/Math.LN2%1==0},Tc.prototype.destroy=function(){this.context.gl.deleteTexture(this.texture),this.texture=null};var kc=function(t){var e=this;this._callback=t,this._triggered=!1,\"undefined\"!=typeof MessageChannel&&(this._channel=new MessageChannel,this._channel.port2.onmessage=function(){e._triggered=!1,e._callback()})};kc.prototype.trigger=function(){var t=this;this._triggered||(this._triggered=!0,this._channel?this._channel.port1.postMessage(!0):setTimeout((function(){t._triggered=!1,t._callback()}),0))},kc.prototype.remove=function(){delete this._channel,this._callback=function(){}};var Ac=function(t,e,r){this.target=t,this.parent=e,this.mapId=r,this.callbacks={},this.tasks={},this.taskQueue=[],this.cancelCallbacks={},g([\"receive\",\"process\"],this),this.invoker=new kc(this.process),this.target.addEventListener(\"message\",this.receive,!1),this.globalScope=A()?t:self};function Mc(t,e,r){var n=2*Math.PI*6378137/256/Math.pow(2,r);return[t*n-2*Math.PI*6378137/2,e*n-2*Math.PI*6378137/2]}Ac.prototype.send=function(t,e,r,n,i){var a=this;void 0===i&&(i=!1);var o=Math.round(1e18*Math.random()).toString(36).substring(0,10);r&&(this.callbacks[o]=r);var s=E(this.globalScope)?void 0:[];return this.target.postMessage({id:o,type:t,hasCallback:!!r,targetMapId:n,mustQueue:i,sourceMapId:this.mapId,data:si(e,s)},s),{cancel:function(){r&&delete a.callbacks[o],a.target.postMessage({id:o,type:\"<cancel>\",targetMapId:n,sourceMapId:a.mapId})}}},Ac.prototype.receive=function(t){var e=t.data,r=e.id;if(r&&(!e.targetMapId||this.mapId===e.targetMapId))if(\"<cancel>\"===e.type){delete this.tasks[r];var n=this.cancelCallbacks[r];delete this.cancelCallbacks[r],n&&n()}else A()||e.mustQueue?(this.tasks[r]=e,this.taskQueue.push(r),this.invoker.trigger()):this.processTask(r,e)},Ac.prototype.process=function(){if(this.taskQueue.length){var t=this.taskQueue.shift(),e=this.tasks[t];delete this.tasks[t],this.taskQueue.length&&this.invoker.trigger(),e&&this.processTask(t,e)}},Ac.prototype.processTask=function(t,e){var r=this;if(\"<response>\"===e.type){var n=this.callbacks[t];delete this.callbacks[t],n&&(e.error?n(li(e.error)):n(null,li(e.data)))}else{var i=!1,a=E(this.globalScope)?void 0:[],o=e.hasCallback?function(e,n){i=!0,delete r.cancelCallbacks[t],r.target.postMessage({id:t,type:\"<response>\",sourceMapId:r.mapId,error:e?si(e):null,data:si(n,a)},a)}:function(t){i=!0},s=null,l=li(e.data);if(this.parent[e.type])s=this.parent[e.type](e.sourceMapId,l,o);else if(this.parent.getWorkerSource){var u=e.type.split(\".\");s=this.parent.getWorkerSource(e.sourceMapId,u[0],l.source)[u[1]](l,o)}else o(new Error(\"Could not find function \"+e.type));!i&&s&&s.cancel&&(this.cancelCallbacks[t]=s.cancel)}},Ac.prototype.remove=function(){this.invoker.remove(),this.target.removeEventListener(\"message\",this.receive,!1)};var Sc=function(t,e){t&&(e?this.setSouthWest(t).setNorthEast(e):4===t.length?this.setSouthWest([t[0],t[1]]).setNorthEast([t[2],t[3]]):this.setSouthWest(t[0]).setNorthEast(t[1]))};Sc.prototype.setNorthEast=function(t){return this._ne=t instanceof Lc?new Lc(t.lng,t.lat):Lc.convert(t),this},Sc.prototype.setSouthWest=function(t){return this._sw=t instanceof Lc?new Lc(t.lng,t.lat):Lc.convert(t),this},Sc.prototype.extend=function(t){var e,r,n=this._sw,i=this._ne;if(t instanceof Lc)e=t,r=t;else{if(!(t instanceof Sc)){if(Array.isArray(t)){if(4===t.length||t.every(Array.isArray)){var a=t;return this.extend(Sc.convert(a))}var o=t;return this.extend(Lc.convert(o))}return this}if(e=t._sw,r=t._ne,!e||!r)return this}return n||i?(n.lng=Math.min(e.lng,n.lng),n.lat=Math.min(e.lat,n.lat),i.lng=Math.max(r.lng,i.lng),i.lat=Math.max(r.lat,i.lat)):(this._sw=new Lc(e.lng,e.lat),this._ne=new Lc(r.lng,r.lat)),this},Sc.prototype.getCenter=function(){return new Lc((this._sw.lng+this._ne.lng)/2,(this._sw.lat+this._ne.lat)/2)},Sc.prototype.getSouthWest=function(){return this._sw},Sc.prototype.getNorthEast=function(){return this._ne},Sc.prototype.getNorthWest=function(){return new Lc(this.getWest(),this.getNorth())},Sc.prototype.getSouthEast=function(){return new Lc(this.getEast(),this.getSouth())},Sc.prototype.getWest=function(){return this._sw.lng},Sc.prototype.getSouth=function(){return this._sw.lat},Sc.prototype.getEast=function(){return this._ne.lng},Sc.prototype.getNorth=function(){return this._ne.lat},Sc.prototype.toArray=function(){return[this._sw.toArray(),this._ne.toArray()]},Sc.prototype.toString=function(){return\"LngLatBounds(\"+this._sw.toString()+\", \"+this._ne.toString()+\")\"},Sc.prototype.isEmpty=function(){return!(this._sw&&this._ne)},Sc.prototype.contains=function(t){var e=Lc.convert(t),r=e.lng,n=e.lat,i=this._sw.lat<=n&&n<=this._ne.lat,a=this._sw.lng<=r&&r<=this._ne.lng;return this._sw.lng>this._ne.lng&&(a=this._sw.lng>=r&&r>=this._ne.lng),i&&a},Sc.convert=function(t){return!t||t instanceof Sc?t:new Sc(t)};var Ec=6371008.8,Lc=function(t,e){if(isNaN(t)||isNaN(e))throw new Error(\"Invalid LngLat object: (\"+t+\", \"+e+\")\");if(this.lng=+t,this.lat=+e,this.lat>90||this.lat<-90)throw new Error(\"Invalid LngLat latitude value: must be between -90 and 90\")};Lc.prototype.wrap=function(){return new Lc(c(this.lng,-180,180),this.lat)},Lc.prototype.toArray=function(){return[this.lng,this.lat]},Lc.prototype.toString=function(){return\"LngLat(\"+this.lng+\", \"+this.lat+\")\"},Lc.prototype.distanceTo=function(t){var e=Math.PI/180,r=this.lat*e,n=t.lat*e,i=Math.sin(r)*Math.sin(n)+Math.cos(r)*Math.cos(n)*Math.cos((t.lng-this.lng)*e);return Ec*Math.acos(Math.min(i,1))},Lc.prototype.toBounds=function(t){void 0===t&&(t=0);var e=360*t/40075017,r=e/Math.cos(Math.PI/180*this.lat);return new Sc(new Lc(this.lng-r,this.lat-e),new Lc(this.lng+r,this.lat+e))},Lc.convert=function(t){if(t instanceof Lc)return t;if(Array.isArray(t)&&(2===t.length||3===t.length))return new Lc(Number(t[0]),Number(t[1]));if(!Array.isArray(t)&&\"object\"==typeof t&&null!==t)return new Lc(Number(\"lng\"in t?t.lng:t.lon),Number(t.lat));throw new Error(\"`LngLatLike` argument must be specified as a LngLat instance, an object {lng: <lng>, lat: <lat>}, an object {lon: <lng>, lat: <lat>}, or an array of [<lng>, <lat>]\")};var Cc=2*Math.PI*Ec;function Pc(t){return Cc*Math.cos(t*Math.PI/180)}function Oc(t){return(180+t)/360}function Ic(t){return(180-180/Math.PI*Math.log(Math.tan(Math.PI/4+t*Math.PI/360)))/360}function Dc(t,e){return t/Pc(e)}function zc(t){var e=180-360*t;return 360/Math.PI*Math.atan(Math.exp(e*Math.PI/180))-90}var Rc=function(t,e,r){void 0===r&&(r=0),this.x=+t,this.y=+e,this.z=+r};Rc.fromLngLat=function(t,e){void 0===e&&(e=0);var r=Lc.convert(t);return new Rc(Oc(r.lng),Ic(r.lat),Dc(e,r.lat))},Rc.prototype.toLngLat=function(){return new Lc(360*this.x-180,zc(this.y))},Rc.prototype.toAltitude=function(){return t=this.z,e=this.y,t*Pc(zc(e));var t,e},Rc.prototype.meterInMercatorCoordinateUnits=function(){return 1/Cc*(t=zc(this.y),1/Math.cos(t*Math.PI/180));var t};var Fc=function(t,e,r){this.z=t,this.x=e,this.y=r,this.key=jc(0,t,t,e,r)};Fc.prototype.equals=function(t){return this.z===t.z&&this.x===t.x&&this.y===t.y},Fc.prototype.url=function(t,e){var r,n,i,a,o,s=(r=this.x,n=this.y,i=this.z,a=Mc(256*r,256*(n=Math.pow(2,i)-n-1),i),o=Mc(256*(r+1),256*(n+1),i),a[0]+\",\"+a[1]+\",\"+o[0]+\",\"+o[1]),l=function(t,e,r){for(var n,i=\"\",a=t;a>0;a--)i+=(e&(n=1<<a-1)?1:0)+(r&n?2:0);return i}(this.z,this.x,this.y);return t[(this.x+this.y)%t.length].replace(\"{prefix}\",(this.x%16).toString(16)+(this.y%16).toString(16)).replace(\"{z}\",String(this.z)).replace(\"{x}\",String(this.x)).replace(\"{y}\",String(\"tms\"===e?Math.pow(2,this.z)-this.y-1:this.y)).replace(\"{quadkey}\",l).replace(\"{bbox-epsg-3857}\",s)},Fc.prototype.getTilePoint=function(t){var e=Math.pow(2,this.z);return new a((t.x*e-this.x)*co,(t.y*e-this.y)*co)},Fc.prototype.toString=function(){return this.z+\"/\"+this.x+\"/\"+this.y};var Bc=function(t,e){this.wrap=t,this.canonical=e,this.key=jc(t,e.z,e.z,e.x,e.y)},Nc=function(t,e,r,n,i){this.overscaledZ=t,this.wrap=e,this.canonical=new Fc(r,+n,+i),this.key=jc(e,t,r,n,i)};function jc(t,e,r,n,i){(t*=2)<0&&(t=-1*t-1);var a=1<<r;return(a*a*t+a*i+n).toString(36)+r.toString(36)+e.toString(36)}Nc.prototype.equals=function(t){return this.overscaledZ===t.overscaledZ&&this.wrap===t.wrap&&this.canonical.equals(t.canonical)},Nc.prototype.scaledTo=function(t){var e=this.canonical.z-t;return t>this.canonical.z?new Nc(t,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y):new Nc(t,this.wrap,t,this.canonical.x>>e,this.canonical.y>>e)},Nc.prototype.calculateScaledKey=function(t,e){var r=this.canonical.z-t;return t>this.canonical.z?jc(this.wrap*+e,t,this.canonical.z,this.canonical.x,this.canonical.y):jc(this.wrap*+e,t,t,this.canonical.x>>r,this.canonical.y>>r)},Nc.prototype.isChildOf=function(t){if(t.wrap!==this.wrap)return!1;var e=this.canonical.z-t.canonical.z;return 0===t.overscaledZ||t.overscaledZ<this.overscaledZ&&t.canonical.x===this.canonical.x>>e&&t.canonical.y===this.canonical.y>>e},Nc.prototype.children=function(t){if(this.overscaledZ>=t)return[new Nc(this.overscaledZ+1,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y)];var e=this.canonical.z+1,r=2*this.canonical.x,n=2*this.canonical.y;return[new Nc(e,this.wrap,e,r,n),new Nc(e,this.wrap,e,r+1,n),new Nc(e,this.wrap,e,r,n+1),new Nc(e,this.wrap,e,r+1,n+1)]},Nc.prototype.isLessThan=function(t){return this.wrap<t.wrap||!(this.wrap>t.wrap)&&(this.overscaledZ<t.overscaledZ||!(this.overscaledZ>t.overscaledZ)&&(this.canonical.x<t.canonical.x||!(this.canonical.x>t.canonical.x)&&this.canonical.y<t.canonical.y))},Nc.prototype.wrapped=function(){return new Nc(this.overscaledZ,0,this.canonical.z,this.canonical.x,this.canonical.y)},Nc.prototype.unwrapTo=function(t){return new Nc(this.overscaledZ,t,this.canonical.z,this.canonical.x,this.canonical.y)},Nc.prototype.overscaleFactor=function(){return Math.pow(2,this.overscaledZ-this.canonical.z)},Nc.prototype.toUnwrapped=function(){return new Bc(this.wrap,this.canonical)},Nc.prototype.toString=function(){return this.overscaledZ+\"/\"+this.canonical.x+\"/\"+this.canonical.y},Nc.prototype.getTilePoint=function(t){return this.canonical.getTilePoint(new Rc(t.x-this.wrap,t.y))},ni(\"CanonicalTileID\",Fc),ni(\"OverscaledTileID\",Nc,{omit:[\"posMatrix\"]});var Uc=function(t,e,r){if(this.uid=t,e.height!==e.width)throw new RangeError(\"DEM tiles must be square\");if(r&&\"mapbox\"!==r&&\"terrarium\"!==r)return w('\"'+r+'\" is not a valid encoding type. Valid types include \"mapbox\" and \"terrarium\".');this.stride=e.height;var n=this.dim=e.height-2;this.data=new Uint32Array(e.data.buffer),this.encoding=r||\"mapbox\";for(var i=0;i<n;i++)this.data[this._idx(-1,i)]=this.data[this._idx(0,i)],this.data[this._idx(n,i)]=this.data[this._idx(n-1,i)],this.data[this._idx(i,-1)]=this.data[this._idx(i,0)],this.data[this._idx(i,n)]=this.data[this._idx(i,n-1)];this.data[this._idx(-1,-1)]=this.data[this._idx(0,0)],this.data[this._idx(n,-1)]=this.data[this._idx(n-1,0)],this.data[this._idx(-1,n)]=this.data[this._idx(0,n-1)],this.data[this._idx(n,n)]=this.data[this._idx(n-1,n-1)]};Uc.prototype.get=function(t,e){var r=new Uint8Array(this.data.buffer),n=4*this._idx(t,e);return(\"terrarium\"===this.encoding?this._unpackTerrarium:this._unpackMapbox)(r[n],r[n+1],r[n+2])},Uc.prototype.getUnpackVector=function(){return\"terrarium\"===this.encoding?[256,1,1/256,32768]:[6553.6,25.6,.1,1e4]},Uc.prototype._idx=function(t,e){if(t<-1||t>=this.dim+1||e<-1||e>=this.dim+1)throw new RangeError(\"out of range source coordinates for DEM data\");return(e+1)*this.stride+(t+1)},Uc.prototype._unpackMapbox=function(t,e,r){return(256*t*256+256*e+r)/10-1e4},Uc.prototype._unpackTerrarium=function(t,e,r){return 256*t+e+r/256-32768},Uc.prototype.getPixels=function(){return new Wo({width:this.stride,height:this.stride},new Uint8Array(this.data.buffer))},Uc.prototype.backfillBorder=function(t,e,r){if(this.dim!==t.dim)throw new Error(\"dem dimension mismatch\");var n=e*this.dim,i=e*this.dim+this.dim,a=r*this.dim,o=r*this.dim+this.dim;switch(e){case-1:n=i-1;break;case 1:i=n+1}switch(r){case-1:a=o-1;break;case 1:o=a+1}for(var s=-e*this.dim,l=-r*this.dim,u=a;u<o;u++)for(var c=n;c<i;c++)this.data[this._idx(c,u)]=t.data[this._idx(c+s,u+l)]},ni(\"DEMData\",Uc);var Vc=function(t){this._stringToNumber={},this._numberToString=[];for(var e=0;e<t.length;e++){var r=t[e];this._stringToNumber[r]=e,this._numberToString[e]=r}};Vc.prototype.encode=function(t){return this._stringToNumber[t]},Vc.prototype.decode=function(t){return this._numberToString[t]};var Hc=function(t,e,r,n,i){this.type=\"Feature\",this._vectorTileFeature=t,t._z=e,t._x=r,t._y=n,this.properties=t.properties,this.id=i},qc={geometry:{configurable:!0}};qc.geometry.get=function(){return void 0===this._geometry&&(this._geometry=this._vectorTileFeature.toGeoJSON(this._vectorTileFeature._x,this._vectorTileFeature._y,this._vectorTileFeature._z).geometry),this._geometry},qc.geometry.set=function(t){this._geometry=t},Hc.prototype.toJSON=function(){var t={geometry:this.geometry};for(var e in this)\"_geometry\"!==e&&\"_vectorTileFeature\"!==e&&(t[e]=this[e]);return t},Object.defineProperties(Hc.prototype,qc);var Gc=function(){this.state={},this.stateChanges={},this.deletedStates={}};Gc.prototype.updateState=function(t,e,r){var n=String(e);if(this.stateChanges[t]=this.stateChanges[t]||{},this.stateChanges[t][n]=this.stateChanges[t][n]||{},f(this.stateChanges[t][n],r),null===this.deletedStates[t])for(var i in this.deletedStates[t]={},this.state[t])i!==n&&(this.deletedStates[t][i]=null);else if(this.deletedStates[t]&&null===this.deletedStates[t][n])for(var a in this.deletedStates[t][n]={},this.state[t][n])r[a]||(this.deletedStates[t][n][a]=null);else for(var o in r)this.deletedStates[t]&&this.deletedStates[t][n]&&null===this.deletedStates[t][n][o]&&delete this.deletedStates[t][n][o]},Gc.prototype.removeFeatureState=function(t,e,r){if(null!==this.deletedStates[t]){var n=String(e);if(this.deletedStates[t]=this.deletedStates[t]||{},r&&void 0!==e)null!==this.deletedStates[t][n]&&(this.deletedStates[t][n]=this.deletedStates[t][n]||{},this.deletedStates[t][n][r]=null);else if(void 0!==e)if(this.stateChanges[t]&&this.stateChanges[t][n])for(r in this.deletedStates[t][n]={},this.stateChanges[t][n])this.deletedStates[t][n][r]=null;else this.deletedStates[t][n]=null;else this.deletedStates[t]=null}},Gc.prototype.getState=function(t,e){var r=String(e),n=this.state[t]||{},i=this.stateChanges[t]||{},a=f({},n[r],i[r]);if(null===this.deletedStates[t])return{};if(this.deletedStates[t]){var o=this.deletedStates[t][e];if(null===o)return{};for(var s in o)delete a[s]}return a},Gc.prototype.initializeTileState=function(t,e){t.setFeatureState(this.state,e)},Gc.prototype.coalesceChanges=function(t,e){var r={};for(var n in this.stateChanges){this.state[n]=this.state[n]||{};var i={};for(var a in this.stateChanges[n])this.state[n][a]||(this.state[n][a]={}),f(this.state[n][a],this.stateChanges[n][a]),i[a]=this.state[n][a];r[n]=i}for(var o in this.deletedStates){this.state[o]=this.state[o]||{};var s={};if(null===this.deletedStates[o])for(var l in this.state[o])s[l]={},this.state[o][l]={};else for(var u in this.deletedStates[o]){if(null===this.deletedStates[o][u])this.state[o][u]={};else for(var c=0,h=Object.keys(this.deletedStates[o][u]);c<h.length;c+=1){var p=h[c];delete this.state[o][u][p]}s[u]=this.state[o][u]}r[o]=r[o]||{},f(r[o],s)}if(this.stateChanges={},this.deletedStates={},0!==Object.keys(r).length)for(var d in t)t[d].setFeatureState(r,e)};var Zc=function(t,e){this.tileID=t,this.x=t.canonical.x,this.y=t.canonical.y,this.z=t.canonical.z,this.grid=new Kn(co,16,0),this.grid3D=new Kn(co,16,0),this.featureIndexArray=new Ca,this.promoteId=e};function Yc(t,e,r,n,i){return m(t,(function(t,a){var o=e instanceof Ni?e.get(a):null;return o&&o.evaluate?o.evaluate(r,n,i):o}))}function Wc(t){for(var e=1/0,r=1/0,n=-1/0,i=-1/0,a=0,o=t;a<o.length;a+=1){var s=o[a];e=Math.min(e,s.x),r=Math.min(r,s.y),n=Math.max(n,s.x),i=Math.max(i,s.y)}return{minX:e,minY:r,maxX:n,maxY:i}}function Xc(t,e){return e-t}Zc.prototype.insert=function(t,e,r,n,i,a){var o=this.featureIndexArray.length;this.featureIndexArray.emplaceBack(r,n,i);for(var s=a?this.grid3D:this.grid,l=0;l<e.length;l++){for(var u=e[l],c=[1/0,1/0,-1/0,-1/0],f=0;f<u.length;f++){var h=u[f];c[0]=Math.min(c[0],h.x),c[1]=Math.min(c[1],h.y),c[2]=Math.max(c[2],h.x),c[3]=Math.max(c[3],h.y)}c[0]<co&&c[1]<co&&c[2]>=0&&c[3]>=0&&s.insert(o,c[0],c[1],c[2],c[3])}},Zc.prototype.loadVTLayers=function(){return this.vtLayers||(this.vtLayers=new Js.VectorTile(new Sl(this.rawTileData)).layers,this.sourceLayerCoder=new Vc(this.vtLayers?Object.keys(this.vtLayers).sort():[\"_geojsonTileLayer\"])),this.vtLayers},Zc.prototype.query=function(t,e,r,n){var i=this;this.loadVTLayers();for(var o=t.params||{},s=co/t.tileSize/t.scale,l=wn(o.filter),u=t.queryGeometry,c=t.queryPadding*s,f=Wc(u),h=this.grid.query(f.minX-c,f.minY-c,f.maxX+c,f.maxY+c),p=Wc(t.cameraQueryGeometry),d=0,v=this.grid3D.query(p.minX-c,p.minY-c,p.maxX+c,p.maxY+c,(function(e,r,n,i){return function(t,e,r,n,i){for(var o=0,s=t;o<s.length;o+=1){var l=s[o];if(e<=l.x&&r<=l.y&&n>=l.x&&i>=l.y)return!0}var u=[new a(e,r),new a(e,i),new a(n,i),new a(n,r)];if(t.length>2)for(var c=0,f=u;c<f.length;c+=1)if(Mo(t,f[c]))return!0;for(var h=0;h<t.length-1;h++)if(So(t[h],t[h+1],u))return!0;return!1}(t.cameraQueryGeometry,e-c,r-c,n+c,i+c)}));d<v.length;d+=1){var g=v[d];h.push(g)}h.sort(Xc);for(var y,m={},x=function(a){var c=h[a];if(c!==y){y=c;var f=i.featureIndexArray.get(c),p=null;i.loadMatchingFeature(m,f.bucketIndex,f.sourceLayerIndex,f.featureIndex,l,o.layers,o.availableImages,e,r,n,(function(e,r,n){return p||(p=po(e)),r.queryIntersectsFeature(u,e,n,p,i.z,t.transform,s,t.pixelPosMatrix)}))}},b=0;b<h.length;b++)x(b);return m},Zc.prototype.loadMatchingFeature=function(t,e,r,n,i,a,o,s,l,u,c){var f=this.bucketLayerIDs[e];if(!a||function(t,e){for(var r=0;r<t.length;r++)if(e.indexOf(t[r])>=0)return!0;return!1}(a,f)){var h=this.sourceLayerCoder.decode(r),p=this.vtLayers[h].feature(n);if(i.filter(new Pi(this.tileID.overscaledZ),p))for(var d=this.getId(p,h),v=0;v<f.length;v++){var g=f[v];if(!(a&&a.indexOf(g)<0)){var y=s[g];if(y){var m={};void 0!==d&&u&&(m=u.getState(y.sourceLayer||\"_geojsonTileLayer\",d));var x=l[g];x.paint=Yc(x.paint,y.paint,p,m,o),x.layout=Yc(x.layout,y.layout,p,m,o);var b=!c||c(p,y,m);if(b){var _=new Hc(p,this.z,this.x,this.y,d);_.layer=x;var w=t[g];void 0===w&&(w=t[g]=[]),w.push({featureIndex:n,feature:_,intersectionZ:b})}}}}}},Zc.prototype.lookupSymbolFeatures=function(t,e,r,n,i,a,o,s){var l={};this.loadVTLayers();for(var u=wn(i),c=0,f=t;c<f.length;c+=1){var h=f[c];this.loadMatchingFeature(l,r,n,h,u,a,o,s,e)}return l},Zc.prototype.hasLayer=function(t){for(var e=0,r=this.bucketLayerIDs;e<r.length;e+=1)for(var n=0,i=r[e];n<i.length;n+=1)if(t===i[n])return!0;return!1},Zc.prototype.getId=function(t,e){var r=t.id;if(this.promoteId){var n=\"string\"==typeof this.promoteId?this.promoteId:this.promoteId[e];\"boolean\"==typeof(r=t.properties[n])&&(r=Number(r))}return r},ni(\"FeatureIndex\",Zc,{omit:[\"rawTileData\",\"sourceLayerCoder\"]});var Jc=function(t,e){this.tileID=t,this.uid=p(),this.uses=0,this.tileSize=e,this.buckets={},this.expirationTime=null,this.queryPadding=0,this.hasSymbolBuckets=!1,this.hasRTLText=!1,this.dependencies={},this.expiredRequestCount=0,this.state=\"loading\"};Jc.prototype.registerFadeDuration=function(t){var e=t+this.timeAdded;e<F.now()||this.fadeEndTime&&e<this.fadeEndTime||(this.fadeEndTime=e)},Jc.prototype.wasRequested=function(){return\"errored\"===this.state||\"loaded\"===this.state||\"reloading\"===this.state},Jc.prototype.loadVectorData=function(t,e,r){if(this.hasData()&&this.unloadVectorData(),this.state=\"loaded\",t){for(var n in t.featureIndex&&(this.latestFeatureIndex=t.featureIndex,t.rawTileData?(this.latestRawTileData=t.rawTileData,this.latestFeatureIndex.rawTileData=t.rawTileData):this.latestRawTileData&&(this.latestFeatureIndex.rawTileData=this.latestRawTileData)),this.collisionBoxArray=t.collisionBoxArray,this.buckets=function(t,e){var r={};if(!e)return r;for(var n=function(){var t=a[i],n=t.layerIds.map((function(t){return e.getLayer(t)})).filter(Boolean);if(0!==n.length){t.layers=n,t.stateDependentLayerIds&&(t.stateDependentLayers=t.stateDependentLayerIds.map((function(t){return n.filter((function(e){return e.id===t}))[0]})));for(var o=0,s=n;o<s.length;o+=1){var l=s[o];r[l.id]=t}}},i=0,a=t;i<a.length;i+=1)n();return r}(t.buckets,e.style),this.hasSymbolBuckets=!1,this.buckets){var i=this.buckets[n];if(i instanceof sc){if(this.hasSymbolBuckets=!0,!r)break;i.justReloaded=!0}}if(this.hasRTLText=!1,this.hasSymbolBuckets)for(var a in this.buckets){var o=this.buckets[a];if(o instanceof sc&&o.hasRTLText){this.hasRTLText=!0,Ci.isLoading()||Ci.isLoaded()||\"deferred\"!==Ei()||Li();break}}for(var s in this.queryPadding=0,this.buckets){var l=this.buckets[s];this.queryPadding=Math.max(this.queryPadding,e.style.getLayer(s).queryRadius(l))}t.imageAtlas&&(this.imageAtlas=t.imageAtlas),t.glyphAtlasImage&&(this.glyphAtlasImage=t.glyphAtlasImage)}else this.collisionBoxArray=new wa},Jc.prototype.unloadVectorData=function(){for(var t in this.buckets)this.buckets[t].destroy();this.buckets={},this.imageAtlasTexture&&this.imageAtlasTexture.destroy(),this.imageAtlas&&(this.imageAtlas=null),this.glyphAtlasTexture&&this.glyphAtlasTexture.destroy(),this.latestFeatureIndex=null,this.state=\"unloaded\"},Jc.prototype.getBucket=function(t){return this.buckets[t.id]},Jc.prototype.upload=function(t){for(var e in this.buckets){var r=this.buckets[e];r.uploadPending()&&r.upload(t)}var n=t.gl;this.imageAtlas&&!this.imageAtlas.uploaded&&(this.imageAtlasTexture=new Tc(t,this.imageAtlas.image,n.RGBA),this.imageAtlas.uploaded=!0),this.glyphAtlasImage&&(this.glyphAtlasTexture=new Tc(t,this.glyphAtlasImage,n.ALPHA),this.glyphAtlasImage=null)},Jc.prototype.prepare=function(t){this.imageAtlas&&this.imageAtlas.patchUpdatedImages(t,this.imageAtlasTexture)},Jc.prototype.queryRenderedFeatures=function(t,e,r,n,i,a,o,s,l,u){return this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData?this.latestFeatureIndex.query({queryGeometry:n,cameraQueryGeometry:i,scale:a,tileSize:this.tileSize,pixelPosMatrix:u,transform:s,params:o,queryPadding:this.queryPadding*l},t,e,r):{}},Jc.prototype.querySourceFeatures=function(t,e){var r=this.latestFeatureIndex;if(r&&r.rawTileData){var n=r.loadVTLayers(),i=e?e.sourceLayer:\"\",a=n._geojsonTileLayer||n[i];if(a)for(var o=wn(e&&e.filter),s=this.tileID.canonical,l=s.z,u=s.x,c=s.y,f={z:l,x:u,y:c},h=0;h<a.length;h++){var p=a.feature(h);if(o.filter(new Pi(this.tileID.overscaledZ),p)){var d=r.getId(p,i),v=new Hc(p,l,u,c,d);v.tile=f,t.push(v)}}}},Jc.prototype.hasData=function(){return\"loaded\"===this.state||\"reloading\"===this.state||\"expired\"===this.state},Jc.prototype.patternsLoaded=function(){return this.imageAtlas&&!!Object.keys(this.imageAtlas.patternPositions).length},Jc.prototype.setExpiryData=function(t){var e=this.expirationTime;if(t.cacheControl){var r=M(t.cacheControl);r[\"max-age\"]&&(this.expirationTime=Date.now()+1e3*r[\"max-age\"])}else t.expires&&(this.expirationTime=new Date(t.expires).getTime());if(this.expirationTime){var n=Date.now(),i=!1;if(this.expirationTime>n)i=!1;else if(e)if(this.expirationTime<e)i=!0;else{var a=this.expirationTime-e;a?this.expirationTime=n+Math.max(a,3e4):i=!0}else i=!0;i?(this.expiredRequestCount++,this.state=\"expired\"):this.expiredRequestCount=0}},Jc.prototype.getExpiryTimeout=function(){if(this.expirationTime)return this.expiredRequestCount?1e3*(1<<Math.min(this.expiredRequestCount-1,31)):Math.min(this.expirationTime-(new Date).getTime(),Math.pow(2,31)-1)},Jc.prototype.setFeatureState=function(t,e){if(this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData&&0!==Object.keys(t).length){var r=this.latestFeatureIndex.loadVTLayers();for(var n in this.buckets)if(e.style.hasLayer(n)){var i=this.buckets[n],a=i.layers[0].sourceLayer||\"_geojsonTileLayer\",o=r[a],s=t[a];if(o&&s&&0!==Object.keys(s).length){i.update(s,o,this.imageAtlas&&this.imageAtlas.patternPositions||{});var l=e&&e.style&&e.style.getLayer(n);l&&(this.queryPadding=Math.max(this.queryPadding,l.queryRadius(i)))}}}},Jc.prototype.holdingForFade=function(){return void 0!==this.symbolFadeHoldUntil},Jc.prototype.symbolFadeFinished=function(){return!this.symbolFadeHoldUntil||this.symbolFadeHoldUntil<F.now()},Jc.prototype.clearFadeHold=function(){this.symbolFadeHoldUntil=void 0},Jc.prototype.setHoldDuration=function(t){this.symbolFadeHoldUntil=F.now()+t},Jc.prototype.setDependencies=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1)r[i[n]]=!0;this.dependencies[t]=r},Jc.prototype.hasDependency=function(t,e){for(var r=0,n=t;r<n.length;r+=1){var i=n[r],a=this.dependencies[i];if(a)for(var o=0,s=e;o<s.length;o+=1)if(a[s[o]])return!0}return!1};var Kc=self.performance,$c=function(t){this._marks={start:[t.url,\"start\"].join(\"#\"),end:[t.url,\"end\"].join(\"#\"),measure:t.url.toString()},Kc.mark(this._marks.start)};$c.prototype.finish=function(){Kc.mark(this._marks.end);var t=Kc.getEntriesByName(this._marks.measure);return 0===t.length&&(Kc.measure(this._marks.measure,this._marks.start,this._marks.end),t=Kc.getEntriesByName(this._marks.measure),Kc.clearMarks(this._marks.start),Kc.clearMarks(this._marks.end),Kc.clearMeasures(this._marks.measure)),t},t.Actor=Ac,t.AlphaImage=Yo,t.CanonicalTileID=Fc,t.CollisionBoxArray=wa,t.Color=oe,t.DEMData=Uc,t.DataConstantProperty=ji,t.DictionaryCoder=Vc,t.EXTENT=co,t.ErrorEvent=Ot,t.EvaluationParameters=Pi,t.Event=Pt,t.Evented=It,t.FeatureIndex=Zc,t.FillBucket=Fs,t.FillExtrusionBucket=tl,t.ImageAtlas=ru,t.ImagePosition=tu,t.LineBucket=cl,t.LngLat=Lc,t.LngLatBounds=Sc,t.MercatorCoordinate=Rc,t.ONE_EM=kl,t.OverscaledTileID=Nc,t.Point=a,t.Point$1=a,t.Properties=Gi,t.Protobuf=Sl,t.RGBAImage=Wo,t.RequestManager=q,t.RequestPerformance=$c,t.ResourceType=xt,t.SegmentVector=Oa,t.SourceFeatureState=Gc,t.StructArrayLayout1ui2=ma,t.StructArrayLayout2f1f2i16=ua,t.StructArrayLayout2i4=Qi,t.StructArrayLayout3ui6=fa,t.StructArrayLayout4i8=ta,t.SymbolBucket=sc,t.Texture=Tc,t.Tile=Jc,t.Transitionable=Di,t.Uniform1f=Ya,t.Uniform1i=Za,t.Uniform2f=Wa,t.Uniform3f=Xa,t.Uniform4f=Ja,t.UniformColor=Ka,t.UniformMatrix4f=Qa,t.UnwrappedTileID=Bc,t.ValidationError=zt,t.WritingMode=nu,t.ZoomHistory=ui,t.add=function(t,e,r){return t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t},t.addDynamicAttributes=nc,t.asyncAll=function(t,e,r){if(!t.length)return r(null,[]);var n=t.length,i=new Array(t.length),a=null;t.forEach((function(t,o){e(t,(function(t,e){t&&(a=t),i[o]=e,0==--n&&r(a,i)}))}))},t.bezier=s,t.bindAll=g,t.browser=F,t.cacheEntryPossiblyAdded=function(t){++yt>ct&&(t.getActor().send(\"enforceCacheSizeLimit\",ut),yt=0)},t.clamp=u,t.clearTileCache=function(t){var e=self.caches.delete(lt);t&&e.catch(t).then((function(){return t()}))},t.clipLine=Ou,t.clone=function(t){var e=new Io(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e},t.clone$1=b,t.clone$2=function(t){var e=new Io(3);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e},t.collisionCircleLayout=_l,t.config=B,t.create=function(){var t=new Io(16);return Io!=Float32Array&&(t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[11]=0,t[12]=0,t[13]=0,t[14]=0),t[0]=1,t[5]=1,t[10]=1,t[15]=1,t},t.create$1=function(){var t=new Io(9);return Io!=Float32Array&&(t[1]=0,t[2]=0,t[3]=0,t[5]=0,t[6]=0,t[7]=0),t[0]=1,t[4]=1,t[8]=1,t},t.create$2=function(){var t=new Io(4);return Io!=Float32Array&&(t[1]=0,t[2]=0),t[0]=1,t[3]=1,t},t.createCommonjsModule=e,t.createExpression=ln,t.createLayout=Ki,t.createStyleLayer=function(t){return\"custom\"===t.type?new gc(t):new yc[t.type](t)},t.cross=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=r[0],s=r[1],l=r[2];return t[0]=i*l-a*s,t[1]=a*o-n*l,t[2]=n*s-i*o,t},t.deepEqual=function t(e,r){if(Array.isArray(e)){if(!Array.isArray(r)||e.length!==r.length)return!1;for(var n=0;n<e.length;n++)if(!t(e[n],r[n]))return!1;return!0}if(\"object\"==typeof e&&null!==e&&null!==r){if(\"object\"!=typeof r)return!1;if(Object.keys(e).length!==Object.keys(r).length)return!1;for(var i in e)if(!t(e[i],r[i]))return!1;return!0}return e===r},t.dot=function(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]},t.dot$1=function(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]+t[3]*e[3]},t.ease=l,t.emitValidationErrors=Jn,t.endsWith=y,t.enforceCacheSizeLimit=function(t){ht(),tt&&tt.then((function(e){e.keys().then((function(r){for(var n=0;n<r.length-t;n++)e.delete(r[n])}))}))},t.evaluateSizeForFeature=wu,t.evaluateSizeForZoom=Tu,t.evaluateVariableOffset=Yu,t.evented=Si,t.extend=f,t.featureFilter=wn,t.filterObject=x,t.fromRotation=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=n,t[1]=r,t[2]=0,t[3]=-r,t[4]=n,t[5]=0,t[6]=0,t[7]=0,t[8]=1,t},t.getAnchorAlignment=gu,t.getAnchorJustification=Wu,t.getArrayBuffer=kt,t.getImage=Et,t.getJSON=function(t,e){return Tt(f(t,{type:\"json\"}),e)},t.getRTLTextPluginStatus=Ei,t.getReferrer=_t,t.getVideo=function(t,e){var r,n,i=self.document.createElement(\"video\");i.muted=!0,i.onloadstart=function(){e(null,i)};for(var a=0;a<t.length;a++){var 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c={},e.tags)c[f]=e.tags[f];c.mapbox_clip_start=i.start/i.size,c.mapbox_clip_end=i.end/i.size}var h={geometry:o,type:\"Polygon\"===a||\"MultiPolygon\"===a?3:\"LineString\"===a||\"MultiLineString\"===a?2:1,tags:c};null!==e.id&&(h.id=e.id),t.features.push(h)}}function wt(t,e,r,n,i,a){var o=n*n;if(n>0&&e.size<(i?o:n))r.numPoints+=e.length/3;else{for(var s=[],l=0;l<e.length;l+=3)(0===n||e[l+2]>o)&&(r.numSimplified++,s.push(e[l]),s.push(e[l+1])),r.numPoints++;i&&function(t,e){for(var r=0,n=0,i=t.length,a=i-2;n<i;a=n,n+=2)r+=(t[n]-t[a])*(t[n+1]+t[a+1]);if(r>0===e)for(n=0,i=t.length;n<i/2;n+=2){var o=t[n],s=t[n+1];t[n]=t[i-2-n],t[n+1]=t[i-1-n],t[i-2-n]=o,t[i-1-n]=s}}(s,a),t.push(s)}}function Tt(t,e){var r=(e=this.options=function(t,e){for(var r in e)t[r]=e[r];return t}(Object.create(this.options),e)).debug;if(r&&console.time(\"preprocess data\"),e.maxZoom<0||e.maxZoom>24)throw new Error(\"maxZoom should be in the 0-24 range\");if(e.promoteId&&e.generateId)throw new Error(\"promoteId and generateId cannot be used together.\");var n=function(t,e){var r=[];if(\"FeatureCollection\"===t.type)for(var n=0;n<t.features.length;n++)rt(r,t.features[n],e,n);else\"Feature\"===t.type?rt(r,t,e):rt(r,{geometry:t},e);return r}(t,e);this.tiles={},this.tileCoords=[],r&&(console.timeEnd(\"preprocess data\"),console.log(\"index: maxZoom: %d, maxPoints: %d\",e.indexMaxZoom,e.indexMaxPoints),console.time(\"generate tiles\"),this.stats={},this.total=0),(n=function(t,e){var r=e.buffer/e.extent,n=t,i=lt(t,1,-1-r,r,0,-1,2,e),a=lt(t,1,1-r,2+r,0,-1,2,e);return(i||a)&&(n=lt(t,1,-r,1+r,0,-1,2,e)||[],i&&(n=gt(i,1).concat(n)),a&&(n=n.concat(gt(a,-1)))),n}(n,e)).length&&this.splitTile(n,0,0,0),r&&(n.length&&console.log(\"features: %d, points: %d\",this.tiles[0].numFeatures,this.tiles[0].numPoints),console.timeEnd(\"generate tiles\"),console.log(\"tiles generated:\",this.total,JSON.stringify(this.stats)))}function kt(t,e,r){return 32*((1<<t)*r+e)+t}function At(t,e){var r=t.tileID.canonical;if(!this._geoJSONIndex)return e(null,null);var n=this._geoJSONIndex.getTile(r.z,r.x,r.y);if(!n)return e(null,null);var i=new g(n.features),a=_(i);0===a.byteOffset&&a.byteLength===a.buffer.byteLength||(a=new Uint8Array(a)),e(null,{vectorTile:i,rawData:a.buffer})}V.prototype.load=function(t){var e=this.options,r=e.log,n=e.minZoom,i=e.maxZoom,a=e.nodeSize;r&&console.time(\"total time\");var o=\"prepare \"+t.length+\" points\";r&&console.time(o),this.points=t;for(var s=[],l=0;l<t.length;l++)t[l].geometry&&s.push(q(t[l],l));this.trees[i+1]=new j(s,J,K,a,Float32Array),r&&console.timeEnd(o);for(var u=i;u>=n;u--){var c=+Date.now();s=this._cluster(s,u),this.trees[u]=new j(s,J,K,a,Float32Array),r&&console.log(\"z%d: %d clusters in %dms\",u,s.length,+Date.now()-c)}return r&&console.timeEnd(\"total time\"),this},V.prototype.getClusters=function(t,e){var r=((t[0]+180)%360+360)%360-180,n=Math.max(-90,Math.min(90,t[1])),i=180===t[2]?180:((t[2]+180)%360+360)%360-180,a=Math.max(-90,Math.min(90,t[3]));if(t[2]-t[0]>=360)r=-180,i=180;else if(r>i){var o=this.getClusters([r,n,180,a],e),s=this.getClusters([-180,n,i,a],e);return o.concat(s)}for(var l=this.trees[this._limitZoom(e)],u=[],c=0,f=l.range(Y(r),W(a),Y(i),W(n));c<f.length;c+=1){var h=f[c],p=l.points[h];u.push(p.numPoints?G(p):this.points[p.index])}return u},V.prototype.getChildren=function(t){var e=this._getOriginId(t),r=this._getOriginZoom(t),n=\"No cluster with the specified id.\",i=this.trees[r];if(!i)throw new Error(n);var a=i.points[e];if(!a)throw new Error(n);for(var o=this.options.radius/(this.options.extent*Math.pow(2,r-1)),s=[],l=0,u=i.within(a.x,a.y,o);l<u.length;l+=1){var c=u[l],f=i.points[c];f.parentId===t&&s.push(f.numPoints?G(f):this.points[f.index])}if(0===s.length)throw new Error(n);return s},V.prototype.getLeaves=function(t,e,r){e=e||10,r=r||0;var n=[];return this._appendLeaves(n,t,e,r,0),n},V.prototype.getTile=function(t,e,r){var n=this.trees[this._limitZoom(t)],i=Math.pow(2,t),a=this.options,o=a.extent,s=a.radius/o,l=(r-s)/i,u=(r+1+s)/i,c={features:[]};return this._addTileFeatures(n.range((e-s)/i,l,(e+1+s)/i,u),n.points,e,r,i,c),0===e&&this._addTileFeatures(n.range(1-s/i,l,1,u),n.points,i,r,i,c),e===i-1&&this._addTileFeatures(n.range(0,l,s/i,u),n.points,-1,r,i,c),c.features.length?c:null},V.prototype.getClusterExpansionZoom=function(t){for(var e=this._getOriginZoom(t)-1;e<=this.options.maxZoom;){var r=this.getChildren(t);if(e++,1!==r.length)break;t=r[0].properties.cluster_id}return e},V.prototype._appendLeaves=function(t,e,r,n,i){for(var a=0,o=this.getChildren(e);a<o.length;a+=1){var s=o[a],l=s.properties;if(l&&l.cluster?i+l.point_count<=n?i+=l.point_count:i=this._appendLeaves(t,l.cluster_id,r,n,i):i<n?i++:t.push(s),t.length===r)break}return i},V.prototype._addTileFeatures=function(t,e,r,n,i,a){for(var o=0,s=t;o<s.length;o+=1){var l=e[s[o]],u=l.numPoints,c={type:1,geometry:[[Math.round(this.options.extent*(l.x*i-r)),Math.round(this.options.extent*(l.y*i-n))]],tags:u?Z(l):this.points[l.index].properties},f=void 0;u?f=l.id:this.options.generateId?f=l.index:this.points[l.index].id&&(f=this.points[l.index].id),void 0!==f&&(c.id=f),a.features.push(c)}},V.prototype._limitZoom=function(t){return Math.max(this.options.minZoom,Math.min(t,this.options.maxZoom+1))},V.prototype._cluster=function(t,e){for(var r=[],n=this.options,i=n.radius,a=n.extent,o=n.reduce,s=i/(a*Math.pow(2,e)),l=0;l<t.length;l++){var u=t[l];if(!(u.zoom<=e)){u.zoom=e;for(var c=this.trees[e+1],f=c.within(u.x,u.y,s),h=u.numPoints||1,p=u.x*h,d=u.y*h,v=o&&h>1?this._map(u,!0):null,g=(l<<5)+(e+1)+this.points.length,y=0,m=f;y<m.length;y+=1){var x=m[y],b=c.points[x];if(!(b.zoom<=e)){b.zoom=e;var _=b.numPoints||1;p+=b.x*_,d+=b.y*_,h+=_,b.parentId=g,o&&(v||(v=this._map(u,!0)),o(v,this._map(b)))}}1===h?r.push(u):(u.parentId=g,r.push(H(p/h,d/h,g,h,v)))}}return r},V.prototype._getOriginId=function(t){return t-this.points.length>>5},V.prototype._getOriginZoom=function(t){return(t-this.points.length)%32},V.prototype._map=function(t,e){if(t.numPoints)return e?X({},t.properties):t.properties;var r=this.points[t.index].properties,n=this.options.map(r);return e&&n===r?X({},n):n},Tt.prototype.options={maxZoom:14,indexMaxZoom:5,indexMaxPoints:1e5,tolerance:3,extent:4096,buffer:64,lineMetrics:!1,promoteId:null,generateId:!1,debug:0},Tt.prototype.splitTile=function(t,e,r,n,i,a,o){for(var s=[t,e,r,n],l=this.options,u=l.debug;s.length;){n=s.pop(),r=s.pop(),e=s.pop(),t=s.pop();var c=1<<e,f=kt(e,r,n),h=this.tiles[f];if(!h&&(u>1&&console.time(\"creation\"),h=this.tiles[f]=bt(t,e,r,n,l),this.tileCoords.push({z:e,x:r,y:n}),u)){u>1&&(console.log(\"tile z%d-%d-%d (features: %d, points: %d, simplified: %d)\",e,r,n,h.numFeatures,h.numPoints,h.numSimplified),console.timeEnd(\"creation\"));var p=\"z\"+e;this.stats[p]=(this.stats[p]||0)+1,this.total++}if(h.source=t,i){if(e===l.maxZoom||e===i)continue;var d=1<<i-e;if(r!==Math.floor(a/d)||n!==Math.floor(o/d))continue}else if(e===l.indexMaxZoom||h.numPoints<=l.indexMaxPoints)continue;if(h.source=null,0!==t.length){u>1&&console.time(\"clipping\");var v,g,y,m,x,b,_=.5*l.buffer/l.extent,w=.5-_,T=.5+_,k=1+_;v=g=y=m=null,x=lt(t,c,r-_,r+T,0,h.minX,h.maxX,l),b=lt(t,c,r+w,r+k,0,h.minX,h.maxX,l),t=null,x&&(v=lt(x,c,n-_,n+T,1,h.minY,h.maxY,l),g=lt(x,c,n+w,n+k,1,h.minY,h.maxY,l),x=null),b&&(y=lt(b,c,n-_,n+T,1,h.minY,h.maxY,l),m=lt(b,c,n+w,n+k,1,h.minY,h.maxY,l),b=null),u>1&&console.timeEnd(\"clipping\"),s.push(v||[],e+1,2*r,2*n),s.push(g||[],e+1,2*r,2*n+1),s.push(y||[],e+1,2*r+1,2*n),s.push(m||[],e+1,2*r+1,2*n+1)}}},Tt.prototype.getTile=function(t,e,r){var n=this.options,i=n.extent,a=n.debug;if(t<0||t>24)return null;var o=1<<t,s=kt(t,e=(e%o+o)%o,r);if(this.tiles[s])return mt(this.tiles[s],i);a>1&&console.log(\"drilling down to z%d-%d-%d\",t,e,r);for(var l,u=t,c=e,f=r;!l&&u>0;)u--,c=Math.floor(c/2),f=Math.floor(f/2),l=this.tiles[kt(u,c,f)];return l&&l.source?(a>1&&console.log(\"found parent tile z%d-%d-%d\",u,c,f),a>1&&console.time(\"drilling down\"),this.splitTile(l.source,u,c,f,t,e,r),a>1&&console.timeEnd(\"drilling down\"),this.tiles[s]?mt(this.tiles[s],i):null):null};var Mt=function(e){function r(t,r,n,i){e.call(this,t,r,n,At),i&&(this.loadGeoJSON=i)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadData=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),this._pendingCallback=e,this._pendingLoadDataParams=t,this._state&&\"Idle\"!==this._state?this._state=\"NeedsLoadData\":(this._state=\"Coalescing\",this._loadData())},r.prototype._loadData=function(){var e=this;if(this._pendingCallback&&this._pendingLoadDataParams){var r=this._pendingCallback,n=this._pendingLoadDataParams;delete this._pendingCallback,delete this._pendingLoadDataParams;var i=!!(n&&n.request&&n.request.collectResourceTiming)&&new t.RequestPerformance(n.request);this.loadGeoJSON(n,(function(a,o){if(a||!o)return r(a);if(\"object\"!=typeof o)return r(new Error(\"Input data given to '\"+n.source+\"' is not a valid GeoJSON object.\"));f(o,!0);try{e._geoJSONIndex=n.cluster?new V(function(e){var r=e.superclusterOptions,n=e.clusterProperties;if(!n||!r)return r;for(var i={},a={},o={accumulated:null,zoom:0},s={properties:null},l=Object.keys(n),u=0,c=l;u<c.length;u+=1){var f=c[u],h=n[f],p=h[0],d=h[1],v=t.createExpression(d),g=t.createExpression(\"string\"==typeof p?[p,[\"accumulated\"],[\"get\",f]]:p);i[f]=v.value,a[f]=g.value}return r.map=function(t){s.properties=t;for(var e={},r=0,n=l;r<n.length;r+=1){var a=n[r];e[a]=i[a].evaluate(o,s)}return e},r.reduce=function(t,e){s.properties=e;for(var r=0,n=l;r<n.length;r+=1){var i=n[r];o.accumulated=t[i],t[i]=a[i].evaluate(o,s)}},r}(n)).load(o.features):function(t,e){return new Tt(t,e)}(o,n.geojsonVtOptions)}catch(a){return r(a)}e.loaded={};var s={};if(i){var l=i.finish();l&&(s.resourceTiming={},s.resourceTiming[n.source]=JSON.parse(JSON.stringify(l)))}r(null,s)}))}},r.prototype.coalesce=function(){\"Coalescing\"===this._state?this._state=\"Idle\":\"NeedsLoadData\"===this._state&&(this._state=\"Coalescing\",this._loadData())},r.prototype.reloadTile=function(t,r){var n=this.loaded,i=t.uid;return n&&n[i]?e.prototype.reloadTile.call(this,t,r):this.loadTile(t,r)},r.prototype.loadGeoJSON=function(e,r){if(e.request)t.getJSON(e.request,r);else{if(\"string\"!=typeof e.data)return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"));try{return r(null,JSON.parse(e.data))}catch(t){return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"))}}},r.prototype.removeSource=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),e()},r.prototype.getClusterExpansionZoom=function(t,e){try{e(null,this._geoJSONIndex.getClusterExpansionZoom(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterChildren=function(t,e){try{e(null,this._geoJSONIndex.getChildren(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterLeaves=function(t,e){try{e(null,this._geoJSONIndex.getLeaves(t.clusterId,t.limit,t.offset))}catch(t){e(t)}},r}(l);var St=function(e){var r=this;this.self=e,this.actor=new t.Actor(e,this),this.layerIndexes={},this.availableImages={},this.workerSourceTypes={vector:l,geojson:Mt},this.workerSources={},this.demWorkerSources={},this.self.registerWorkerSource=function(t,e){if(r.workerSourceTypes[t])throw new Error('Worker source with name \"'+t+'\" already registered.');r.workerSourceTypes[t]=e},this.self.registerRTLTextPlugin=function(e){if(t.plugin.isParsed())throw new Error(\"RTL text plugin already registered.\");t.plugin.applyArabicShaping=e.applyArabicShaping,t.plugin.processBidirectionalText=e.processBidirectionalText,t.plugin.processStyledBidirectionalText=e.processStyledBidirectionalText}};return St.prototype.setReferrer=function(t,e){this.referrer=e},St.prototype.setImages=function(t,e,r){for(var n in this.availableImages[t]=e,this.workerSources[t]){var i=this.workerSources[t][n];for(var a in i)i[a].availableImages=e}r()},St.prototype.setLayers=function(t,e,r){this.getLayerIndex(t).replace(e),r()},St.prototype.updateLayers=function(t,e,r){this.getLayerIndex(t).update(e.layers,e.removedIds),r()},St.prototype.loadTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).loadTile(e,r)},St.prototype.loadDEMTile=function(t,e,r){this.getDEMWorkerSource(t,e.source).loadTile(e,r)},St.prototype.reloadTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).reloadTile(e,r)},St.prototype.abortTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).abortTile(e,r)},St.prototype.removeTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).removeTile(e,r)},St.prototype.removeDEMTile=function(t,e){this.getDEMWorkerSource(t,e.source).removeTile(e)},St.prototype.removeSource=function(t,e,r){if(this.workerSources[t]&&this.workerSources[t][e.type]&&this.workerSources[t][e.type][e.source]){var n=this.workerSources[t][e.type][e.source];delete this.workerSources[t][e.type][e.source],void 0!==n.removeSource?n.removeSource(e,r):r()}},St.prototype.loadWorkerSource=function(t,e,r){try{this.self.importScripts(e.url),r()}catch(t){r(t.toString())}},St.prototype.syncRTLPluginState=function(e,r,n){try{t.plugin.setState(r);var i=t.plugin.getPluginURL();if(t.plugin.isLoaded()&&!t.plugin.isParsed()&&null!=i){this.self.importScripts(i);var a=t.plugin.isParsed();n(a?void 0:new Error(\"RTL Text Plugin failed to import scripts from \"+i),a)}}catch(t){n(t.toString())}},St.prototype.getAvailableImages=function(t){var e=this.availableImages[t];return e||(e=[]),e},St.prototype.getLayerIndex=function(t){var e=this.layerIndexes[t];return e||(e=this.layerIndexes[t]=new n),e},St.prototype.getWorkerSource=function(t,e,r){var n=this;if(this.workerSources[t]||(this.workerSources[t]={}),this.workerSources[t][e]||(this.workerSources[t][e]={}),!this.workerSources[t][e][r]){var i={send:function(e,r,i){n.actor.send(e,r,i,t)}};this.workerSources[t][e][r]=new this.workerSourceTypes[e](i,this.getLayerIndex(t),this.getAvailableImages(t))}return this.workerSources[t][e][r]},St.prototype.getDEMWorkerSource=function(t,e){return this.demWorkerSources[t]||(this.demWorkerSources[t]={}),this.demWorkerSources[t][e]||(this.demWorkerSources[t][e]=new c),this.demWorkerSources[t][e]},St.prototype.enforceCacheSizeLimit=function(e,r){t.enforceCacheSizeLimit(r)},\"undefined\"!=typeof WorkerGlobalScope&&void 0!==t.window&&t.window instanceof WorkerGlobalScope&&(t.window.worker=new St(t.window)),St})),n(0,(function(t){var e=t.createCommonjsModule((function(t){function e(t){return!r(t)}function r(t){return\"undefined\"!=typeof window&&\"undefined\"!=typeof 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t=document.createElement(\"canvas\");t.width=t.height=1;var e=t.getContext(\"2d\");if(!e)return!1;var r=e.getImageData(0,0,1,1);return r&&r.width===t.width}()?(r=t&&t.failIfMajorPerformanceCaveat,void 0===n[r]&&(n[r]=function(t){var r=function(t){var r=document.createElement(\"canvas\"),n=Object.create(e.webGLContextAttributes);return n.failIfMajorPerformanceCaveat=t,r.probablySupportsContext?r.probablySupportsContext(\"webgl\",n)||r.probablySupportsContext(\"experimental-webgl\",n):r.supportsContext?r.supportsContext(\"webgl\",n)||r.supportsContext(\"experimental-webgl\",n):r.getContext(\"webgl\",n)||r.getContext(\"experimental-webgl\",n)}(t);if(!r)return!1;var n=r.createShader(r.VERTEX_SHADER);return!(!n||r.isContextLost())&&(r.shaderSource(n,\"void main() {}\"),r.compileShader(n),!0===r.getShaderParameter(n,r.COMPILE_STATUS))}(r)),n[r]?void 0:\"insufficient WebGL support\"):\"insufficient Canvas/getImageData support\":\"insufficient ArrayBuffer support\":\"insufficient 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s=i([\"transform\",\"WebkitTransform\"]);r.setTransform=function(t,e){t.style[s]=e};var l=!1;try{var u=Object.defineProperty({},\"passive\",{get:function(){l=!0}});t.window.addEventListener(\"test\",u,u),t.window.removeEventListener(\"test\",u,u)}catch(t){l=!1}r.addEventListener=function(t,e,r,n){void 0===n&&(n={}),\"passive\"in n&&l?t.addEventListener(e,r,n):t.addEventListener(e,r,n.capture)},r.removeEventListener=function(t,e,r,n){void 0===n&&(n={}),\"passive\"in n&&l?t.removeEventListener(e,r,n):t.removeEventListener(e,r,n.capture)};var c=function(e){e.preventDefault(),e.stopPropagation(),t.window.removeEventListener(\"click\",c,!0)};function f(t){var e=t.userImage;return!!(e&&e.render&&e.render())&&(t.data.replace(new Uint8Array(e.data.buffer)),!0)}r.suppressClick=function(){t.window.addEventListener(\"click\",c,!0),t.window.setTimeout((function(){t.window.removeEventListener(\"click\",c,!0)}),0)},r.mousePos=function(e,r){var n=e.getBoundingClientRect();return new 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n=r[e],i=n.ids,a=n.callback;this._notify(i,a)}this.requestors=[]}},r.prototype.getImage=function(t){return this.images[t]},r.prototype.addImage=function(t,e){this._validate(t,e)&&(this.images[t]=e)},r.prototype._validate=function(e,r){var n=!0;return this._validateStretch(r.stretchX,r.data&&r.data.width)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchX\" value'))),n=!1),this._validateStretch(r.stretchY,r.data&&r.data.height)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchY\" value'))),n=!1),this._validateContent(r.content,r)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"content\" value'))),n=!1),n},r.prototype._validateStretch=function(t,e){if(!t)return!0;for(var r=0,n=0,i=t;n<i.length;n+=1){var 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s=this.images[o];s?n[o]={data:s.data.clone(),pixelRatio:s.pixelRatio,sdf:s.sdf,version:s.version,stretchX:s.stretchX,stretchY:s.stretchY,content:s.content,hasRenderCallback:Boolean(s.userImage&&s.userImage.render)}:t.warnOnce('Image \"'+o+'\" could not be loaded. Please make sure you have added the image with map.addImage() or a \"sprite\" property in your style. You can provide missing images by listening for the \"styleimagemissing\" map event.')}r(null,n)},r.prototype.getPixelSize=function(){var t=this.atlasImage;return{width:t.width,height:t.height}},r.prototype.getPattern=function(e){var r=this.patterns[e],n=this.getImage(e);if(!n)return null;if(r&&r.position.version===n.version)return r.position;if(r)r.position.version=n.version;else{var i={w:n.data.width+2,h:n.data.height+2,x:0,y:0},a=new t.ImagePosition(i,n);this.patterns[e]={bin:i,position:a}}return this._updatePatternAtlas(),this.patterns[e].position},r.prototype.bind=function(e){var r=e.gl;this.atlasTexture?this.dirty&&(this.atlasTexture.update(this.atlasImage),this.dirty=!1):this.atlasTexture=new t.Texture(e,this.atlasImage,r.RGBA),this.atlasTexture.bind(r.LINEAR,r.CLAMP_TO_EDGE)},r.prototype._updatePatternAtlas=function(){var e=[];for(var r in this.patterns)e.push(this.patterns[r].bin);var n=t.potpack(e),i=n.w,a=n.h,o=this.atlasImage;for(var s in o.resize({width:i||1,height:a||1}),this.patterns){var l=this.patterns[s].bin,u=l.x+1,c=l.y+1,f=this.images[s].data,h=f.width,p=f.height;t.RGBAImage.copy(f,o,{x:0,y:0},{x:u,y:c},{width:h,height:p}),t.RGBAImage.copy(f,o,{x:0,y:p-1},{x:u,y:c-1},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:u,y:c+p},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:h-1,y:0},{x:u-1,y:c},{width:1,height:p}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:u+h,y:c},{width:1,height:p})}this.dirty=!0},r.prototype.beginFrame=function(){this.callbackDispatchedThisFrame={}},r.prototype.dispatchRenderCallbacks=function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e];if(!this.callbackDispatchedThisFrame[n]){this.callbackDispatchedThisFrame[n]=!0;var i=this.images[n];f(i)&&this.updateImage(n,i)}}},r}(t.Evented);var p=g,d=g,v=1e20;function g(t,e,r,n,i,a){this.fontSize=t||24,this.buffer=void 0===e?3:e,this.cutoff=n||.25,this.fontFamily=i||\"sans-serif\",this.fontWeight=a||\"normal\",this.radius=r||8;var o=this.size=this.fontSize+2*this.buffer;this.canvas=document.createElement(\"canvas\"),this.canvas.width=this.canvas.height=o,this.ctx=this.canvas.getContext(\"2d\"),this.ctx.font=this.fontWeight+\" \"+this.fontSize+\"px \"+this.fontFamily,this.ctx.textBaseline=\"middle\",this.ctx.fillStyle=\"black\",this.gridOuter=new Float64Array(o*o),this.gridInner=new Float64Array(o*o),this.f=new Float64Array(o),this.d=new Float64Array(o),this.z=new Float64Array(o+1),this.v=new Int16Array(o),this.middle=Math.round(o/2*(navigator.userAgent.indexOf(\"Gecko/\")>=0?1.2:1))}function y(t,e,r,n,i,a,o){for(var s=0;s<e;s++){for(var l=0;l<r;l++)n[l]=t[l*e+s];for(m(n,i,a,o,r),l=0;l<r;l++)t[l*e+s]=i[l]}for(l=0;l<r;l++){for(s=0;s<e;s++)n[s]=t[l*e+s];for(m(n,i,a,o,e),s=0;s<e;s++)t[l*e+s]=Math.sqrt(i[s])}}function m(t,e,r,n,i){r[0]=0,n[0]=-v,n[1]=+v;for(var a=1,o=0;a<i;a++){for(var s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);s<=n[o];)o--,s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);r[++o]=a,n[o]=s,n[o+1]=+v}for(a=0,o=0;a<i;a++){for(;n[o+1]<a;)o++;e[a]=(a-r[o])*(a-r[o])+t[r[o]]}}g.prototype.draw=function(t){this.ctx.clearRect(0,0,this.size,this.size),this.ctx.fillText(t,this.buffer,this.middle);for(var e=this.ctx.getImageData(0,0,this.size,this.size),r=new Uint8ClampedArray(this.size*this.size),n=0;n<this.size*this.size;n++){var i=e.data[4*n+3]/255;this.gridOuter[n]=1===i?0:0===i?v:Math.pow(Math.max(0,.5-i),2),this.gridInner[n]=1===i?v:0===i?0:Math.pow(Math.max(0,i-.5),2)}for(y(this.gridOuter,this.size,this.size,this.f,this.d,this.v,this.z),y(this.gridInner,this.size,this.size,this.f,this.d,this.v,this.z),n=0;n<this.size*this.size;n++){var a=this.gridOuter[n]-this.gridInner[n];r[n]=Math.max(0,Math.min(255,Math.round(255-255*(a/this.radius+this.cutoff))))}return r},p.default=d;var x=function(t,e){this.requestManager=t,this.localIdeographFontFamily=e,this.entries={}};x.prototype.setURL=function(t){this.url=t},x.prototype.getGlyphs=function(e,r){var n=this,i=[];for(var a in e)for(var o=0,s=e[a];o<s.length;o+=1){var l=s[o];i.push({stack:a,id:l})}t.asyncAll(i,(function(t,e){var r=t.stack,i=t.id,a=n.entries[r];a||(a=n.entries[r]={glyphs:{},requests:{},ranges:{}});var o=a.glyphs[i];if(void 0===o){if(o=n._tinySDF(a,r,i))return a.glyphs[i]=o,void e(null,{stack:r,id:i,glyph:o});var s=Math.floor(i/256);if(256*s>65535)e(new Error(\"glyphs > 65535 not supported\"));else if(a.ranges[s])e(null,{stack:r,id:i,glyph:o});else{var l=a.requests[s];l||(l=a.requests[s]=[],x.loadGlyphRange(r,s,n.url,n.requestManager,(function(t,e){if(e){for(var r in e)n._doesCharSupportLocalGlyph(+r)||(a.glyphs[+r]=e[+r]);a.ranges[s]=!0}for(var i=0,o=l;i<o.length;i+=1)(0,o[i])(t,e);delete a.requests[s]}))),l.push((function(t,n){t?e(t):n&&e(null,{stack:r,id:i,glyph:n[i]||null})}))}}else e(null,{stack:r,id:i,glyph:o})}),(function(t,e){if(t)r(t);else if(e){for(var n={},i=0,a=e;i<a.length;i+=1){var o=a[i],s=o.stack,l=o.id,u=o.glyph;(n[s]||(n[s]={}))[l]=u&&{id:u.id,bitmap:u.bitmap.clone(),metrics:u.metrics}}r(null,n)}}))},x.prototype._doesCharSupportLocalGlyph=function(e){return!!this.localIdeographFontFamily&&(t.isChar[\"CJK Unified Ideographs\"](e)||t.isChar[\"Hangul Syllables\"](e)||t.isChar.Hiragana(e)||t.isChar.Katakana(e))},x.prototype._tinySDF=function(e,r,n){var i=this.localIdeographFontFamily;if(i&&this._doesCharSupportLocalGlyph(n)){var a=e.tinySDF;if(!a){var o=\"400\";/bold/i.test(r)?o=\"900\":/medium/i.test(r)?o=\"500\":/light/i.test(r)&&(o=\"200\"),a=e.tinySDF=new x.TinySDF(24,3,8,.25,i,o)}return{id:n,bitmap:new t.AlphaImage({width:30,height:30},a.draw(String.fromCharCode(n))),metrics:{width:24,height:24,left:0,top:-8,advance:24}}}},x.loadGlyphRange=function(e,r,n,i,a){var o=256*r,s=o+255,l=i.transformRequest(i.normalizeGlyphsURL(n).replace(\"{fontstack}\",e).replace(\"{range}\",o+\"-\"+s),t.ResourceType.Glyphs);t.getArrayBuffer(l,(function(e,r){if(e)a(e);else if(r){for(var n={},i=0,o=t.parseGlyphPBF(r);i<o.length;i+=1){var s=o[i];n[s.id]=s}a(null,n)}}))},x.TinySDF=p;var b=function(){this.specification=t.styleSpec.light.position};b.prototype.possiblyEvaluate=function(e,r){return t.sphericalToCartesian(e.expression.evaluate(r))},b.prototype.interpolate=function(e,r,n){return{x:t.number(e.x,r.x,n),y:t.number(e.y,r.y,n),z:t.number(e.z,r.z,n)}};var _=new t.Properties({anchor:new t.DataConstantProperty(t.styleSpec.light.anchor),position:new b,color:new t.DataConstantProperty(t.styleSpec.light.color),intensity:new t.DataConstantProperty(t.styleSpec.light.intensity)}),w=\"-transition\",T=function(e){function r(r){e.call(this),this._transitionable=new t.Transitionable(_),this.setLight(r),this._transitioning=this._transitionable.untransitioned()}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getLight=function(){return this._transitionable.serialize()},r.prototype.setLight=function(e,r){if(void 0===r&&(r={}),!this._validate(t.validateLight,e,r))for(var n in e){var i=e[n];t.endsWith(n,w)?this._transitionable.setTransition(n.slice(0,-11),i):this._transitionable.setValue(n,i)}},r.prototype.updateTransitions=function(t){this._transitioning=this._transitionable.transitioned(t,this._transitioning)},r.prototype.hasTransition=function(){return this._transitioning.hasTransition()},r.prototype.recalculate=function(t){this.properties=this._transitioning.possiblyEvaluate(t)},r.prototype._validate=function(e,r,n){return(!n||!1!==n.validate)&&t.emitValidationErrors(this,e.call(t.validateStyle,t.extend({value:r,style:{glyphs:!0,sprite:!0},styleSpec:t.styleSpec})))},r}(t.Evented),k=function(t,e){this.width=t,this.height=e,this.nextRow=0,this.data=new Uint8Array(this.width*this.height),this.dashEntry={}};k.prototype.getDash=function(t,e){var r=t.join(\",\")+String(e);return this.dashEntry[r]||(this.dashEntry[r]=this.addDash(t,e)),this.dashEntry[r]},k.prototype.getDashRanges=function(t,e,r){var n=[],i=t.length%2==1?-t[t.length-1]*r:0,a=t[0]*r,o=!0;n.push({left:i,right:a,isDash:o,zeroLength:0===t[0]});for(var s=t[0],l=1;l<t.length;l++){o=!o;var u=t[l];i=s*r,a=(s+=u)*r,n.push({left:i,right:a,isDash:o,zeroLength:0===u})}return n},k.prototype.addRoundDash=function(t,e,r){for(var n=e/2,i=-r;i<=r;i++)for(var a=this.nextRow+r+i,o=this.width*a,s=0,l=t[s],u=0;u<this.width;u++){u/l.right>1&&(l=t[++s]);var c=Math.abs(u-l.left),f=Math.abs(u-l.right),h=Math.min(c,f),p=void 0,d=i/r*(n+1);if(l.isDash){var v=n-Math.abs(d);p=Math.sqrt(h*h+v*v)}else p=n-Math.sqrt(h*h+d*d);this.data[o+u]=Math.max(0,Math.min(255,p+128))}},k.prototype.addRegularDash=function(t){for(var e=t.length-1;e>=0;--e){var r=t[e],n=t[e+1];r.zeroLength?t.splice(e,1):n&&n.isDash===r.isDash&&(n.left=r.left,t.splice(e,1))}var i=t[0],a=t[t.length-1];i.isDash===a.isDash&&(i.left=a.left-this.width,a.right=i.right+this.width);for(var o=this.width*this.nextRow,s=0,l=t[s],u=0;u<this.width;u++){u/l.right>1&&(l=t[++s]);var c=Math.abs(u-l.left),f=Math.abs(u-l.right),h=Math.min(c,f),p=l.isDash?h:-h;this.data[o+u]=Math.max(0,Math.min(255,p+128))}},k.prototype.addDash=function(e,r){var n=r?7:0,i=2*n+1;if(this.nextRow+i>this.height)return t.warnOnce(\"LineAtlas out of space\"),null;for(var a=0,o=0;o<e.length;o++)a+=e[o];if(0!==a){var s=this.width/a,l=this.getDashRanges(e,this.width,s);r?this.addRoundDash(l,s,n):this.addRegularDash(l)}var u={y:(this.nextRow+n+.5)/this.height,height:2*n/this.height,width:a};return this.nextRow+=i,this.dirty=!0,u},k.prototype.bind=function(t){var e=t.gl;this.texture?(e.bindTexture(e.TEXTURE_2D,this.texture),this.dirty&&(this.dirty=!1,e.texSubImage2D(e.TEXTURE_2D,0,0,0,this.width,this.height,e.ALPHA,e.UNSIGNED_BYTE,this.data))):(this.texture=e.createTexture(),e.bindTexture(e.TEXTURE_2D,this.texture),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_S,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_T,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,e.LINEAR),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,e.LINEAR),e.texImage2D(e.TEXTURE_2D,0,e.ALPHA,this.width,this.height,0,e.ALPHA,e.UNSIGNED_BYTE,this.data))};var A=function e(r,n){this.workerPool=r,this.actors=[],this.currentActor=0,this.id=t.uniqueId();for(var i=this.workerPool.acquire(this.id),a=0;a<i.length;a++){var o=i[a],s=new e.Actor(o,n,this.id);s.name=\"Worker \"+a,this.actors.push(s)}};function M(e,r,n){var i=function(i,a){if(i)return n(i);if(a){var o=t.pick(t.extend(a,e),[\"tiles\",\"minzoom\",\"maxzoom\",\"attribution\",\"mapbox_logo\",\"bounds\",\"scheme\",\"tileSize\",\"encoding\"]);a.vector_layers&&(o.vectorLayers=a.vector_layers,o.vectorLayerIds=o.vectorLayers.map((function(t){return t.id}))),o.tiles=r.canonicalizeTileset(o,e.url),n(null,o)}};return e.url?t.getJSON(r.transformRequest(r.normalizeSourceURL(e.url),t.ResourceType.Source),i):t.browser.frame((function(){return i(null,e)}))}A.prototype.broadcast=function(e,r,n){n=n||function(){},t.asyncAll(this.actors,(function(t,n){t.send(e,r,n)}),n)},A.prototype.getActor=function(){return this.currentActor=(this.currentActor+1)%this.actors.length,this.actors[this.currentActor]},A.prototype.remove=function(){this.actors.forEach((function(t){t.remove()})),this.actors=[],this.workerPool.release(this.id)},A.Actor=t.Actor;var S=function(e,r,n){this.bounds=t.LngLatBounds.convert(this.validateBounds(e)),this.minzoom=r||0,this.maxzoom=n||24};S.prototype.validateBounds=function(t){return Array.isArray(t)&&4===t.length?[Math.max(-180,t[0]),Math.max(-90,t[1]),Math.min(180,t[2]),Math.min(90,t[3])]:[-180,-90,180,90]},S.prototype.contains=function(e){var r=Math.pow(2,e.z),n=Math.floor(t.mercatorXfromLng(this.bounds.getWest())*r),i=Math.floor(t.mercatorYfromLat(this.bounds.getNorth())*r),a=Math.ceil(t.mercatorXfromLng(this.bounds.getEast())*r),o=Math.ceil(t.mercatorYfromLat(this.bounds.getSouth())*r);return e.x>=n&&e.x<a&&e.y>=i&&e.y<o};var E=function(e){function r(r,n,i,a){if(e.call(this),this.id=r,this.dispatcher=i,this.type=\"vector\",this.minzoom=0,this.maxzoom=22,this.scheme=\"xyz\",this.tileSize=512,this.reparseOverscaled=!0,this.isTileClipped=!0,this._loaded=!1,t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\",\"promoteId\"])),this._options=t.extend({type:\"vector\"},n),this._collectResourceTiming=n.collectResourceTiming,512!==this.tileSize)throw new Error(\"vector tile sources must have a tileSize of 512\");this.setEventedParent(a)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new S(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles,e.map._requestManager._customAccessToken),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken,e.map._requestManager._customAccessToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme)),i={request:this.map._requestManager.transformRequest(n,t.ResourceType.Tile),uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,tileSize:this.tileSize*e.tileID.overscaleFactor(),type:this.type,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};function a(n,i){return delete e.request,e.aborted?r(null):n&&404!==n.status?r(n):(i&&i.resourceTiming&&(e.resourceTiming=i.resourceTiming),this.map._refreshExpiredTiles&&i&&e.setExpiryData(i),e.loadVectorData(i,this.map.painter),t.cacheEntryPossiblyAdded(this.dispatcher),r(null),void(e.reloadCallback&&(this.loadTile(e,e.reloadCallback),e.reloadCallback=null)))}i.request.collectResourceTiming=this._collectResourceTiming,e.actor&&\"expired\"!==e.state?\"loading\"===e.state?e.reloadCallback=r:e.request=e.actor.send(\"reloadTile\",i,a.bind(this)):(e.actor=this.dispatcher.getActor(),e.request=e.actor.send(\"loadTile\",i,a.bind(this)))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.actor&&t.actor.send(\"abortTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.unloadTile=function(t){t.unloadVectorData(),t.actor&&t.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.hasTransition=function(){return!1},r}(t.Evented),L=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.dispatcher=i,this.setEventedParent(a),this.type=\"raster\",this.minzoom=0,this.maxzoom=22,this.roundZoom=!0,this.scheme=\"xyz\",this.tileSize=512,this._loaded=!1,this._options=t.extend({type:\"raster\"},n),t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\"]))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new S(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.loadTile=function(e,r){var n=this,i=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);e.request=t.getImage(this.map._requestManager.transformRequest(i,t.ResourceType.Tile),(function(i,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(i)e.state=\"errored\",r(i);else if(a){n.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=n.map.painter.context,s=o.gl;e.texture=n.map.painter.getTileTexture(a.width),e.texture?e.texture.update(a,{useMipmap:!0}):(e.texture=new t.Texture(o,a,s.RGBA,{useMipmap:!0}),e.texture.bind(s.LINEAR,s.CLAMP_TO_EDGE,s.LINEAR_MIPMAP_NEAREST),o.extTextureFilterAnisotropic&&s.texParameterf(s.TEXTURE_2D,o.extTextureFilterAnisotropic.TEXTURE_MAX_ANISOTROPY_EXT,o.extTextureFilterAnisotropicMax)),e.state=\"loaded\",t.cacheEntryPossiblyAdded(n.dispatcher),r(null)}}))},r.prototype.abortTile=function(t,e){t.request&&(t.request.cancel(),delete t.request),e()},r.prototype.unloadTile=function(t,e){t.texture&&this.map.painter.saveTileTexture(t.texture),e()},r.prototype.hasTransition=function(){return!1},r}(t.Evented),C=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),this.type=\"raster-dem\",this.maxzoom=22,this._options=t.extend({type:\"raster-dem\"},n),this.encoding=n.encoding||\"mapbox\"}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.serialize=function(){return{type:\"raster-dem\",url:this.url,tileSize:this.tileSize,tiles:this.tiles,bounds:this.bounds,encoding:this.encoding}},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);function i(t,n){t&&(e.state=\"errored\",r(t)),n&&(e.dem=n,e.needsHillshadePrepare=!0,e.state=\"loaded\",r(null))}e.request=t.getImage(this.map._requestManager.transformRequest(n,t.ResourceType.Tile),function(n,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(n)e.state=\"errored\",r(n);else if(a){this.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=t.window.ImageBitmap&&a instanceof t.window.ImageBitmap&&t.offscreenCanvasSupported()?a:t.browser.getImageData(a,1),s={uid:e.uid,coord:e.tileID,source:this.id,rawImageData:o,encoding:this.encoding};e.actor&&\"expired\"!==e.state||(e.actor=this.dispatcher.getActor(),e.actor.send(\"loadDEMTile\",s,i.bind(this)))}}.bind(this)),e.neighboringTiles=this._getNeighboringTiles(e.tileID)},r.prototype._getNeighboringTiles=function(e){var r=e.canonical,n=Math.pow(2,r.z),i=(r.x-1+n)%n,a=0===r.x?e.wrap-1:e.wrap,o=(r.x+1+n)%n,s=r.x+1===n?e.wrap+1:e.wrap,l={};return l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y).key]={backfilled:!1},r.y>0&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y-1).key]={backfilled:!1}),r.y+1<n&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y+1).key]={backfilled:!1}),l},r.prototype.unloadTile=function(t){t.demTexture&&this.map.painter.saveTileTexture(t.demTexture),t.fbo&&(t.fbo.destroy(),delete t.fbo),t.dem&&delete t.dem,delete t.neighboringTiles,t.state=\"unloaded\",t.actor&&t.actor.send(\"removeDEMTile\",{uid:t.uid,source:this.id})},r}(L),P=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.type=\"geojson\",this.minzoom=0,this.maxzoom=18,this.tileSize=512,this.isTileClipped=!0,this.reparseOverscaled=!0,this._removed=!1,this._loaded=!1,this.actor=i.getActor(),this.setEventedParent(a),this._data=n.data,this._options=t.extend({},n),this._collectResourceTiming=n.collectResourceTiming,this._resourceTiming=[],void 0!==n.maxzoom&&(this.maxzoom=n.maxzoom),n.type&&(this.type=n.type),n.attribution&&(this.attribution=n.attribution),this.promoteId=n.promoteId;var o=t.EXTENT/this.tileSize;this.workerOptions=t.extend({source:this.id,cluster:n.cluster||!1,geojsonVtOptions:{buffer:(void 0!==n.buffer?n.buffer:128)*o,tolerance:(void 0!==n.tolerance?n.tolerance:.375)*o,extent:t.EXTENT,maxZoom:this.maxzoom,lineMetrics:n.lineMetrics||!1,generateId:n.generateId||!1},superclusterOptions:{maxZoom:void 0!==n.clusterMaxZoom?Math.min(n.clusterMaxZoom,this.maxzoom-1):this.maxzoom-1,extent:t.EXTENT,radius:(n.clusterRadius||50)*o,log:!1,generateId:n.generateId||!1},clusterProperties:n.clusterProperties},n.workerOptions)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(r){if(r)e.fire(new t.ErrorEvent(r));else{var n={dataType:\"source\",sourceDataType:\"metadata\"};e._collectResourceTiming&&e._resourceTiming&&e._resourceTiming.length>0&&(n.resourceTiming=e._resourceTiming,e._resourceTiming=[]),e.fire(new t.Event(\"data\",n))}}))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setData=function(e){var r=this;return this._data=e,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(e){if(e)r.fire(new t.ErrorEvent(e));else{var n={dataType:\"source\",sourceDataType:\"content\"};r._collectResourceTiming&&r._resourceTiming&&r._resourceTiming.length>0&&(n.resourceTiming=r._resourceTiming,r._resourceTiming=[]),r.fire(new t.Event(\"data\",n))}})),this},r.prototype.getClusterExpansionZoom=function(t,e){return this.actor.send(\"geojson.getClusterExpansionZoom\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterChildren=function(t,e){return this.actor.send(\"geojson.getClusterChildren\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterLeaves=function(t,e,r,n){return this.actor.send(\"geojson.getClusterLeaves\",{source:this.id,clusterId:t,limit:e,offset:r},n),this},r.prototype._updateWorkerData=function(e){var r=this;this._loaded=!1;var n=t.extend({},this.workerOptions),i=this._data;\"string\"==typeof i?(n.request=this.map._requestManager.transformRequest(t.browser.resolveURL(i),t.ResourceType.Source),n.request.collectResourceTiming=this._collectResourceTiming):n.data=JSON.stringify(i),this.actor.send(this.type+\".loadData\",n,(function(t,i){r._removed||i&&i.abandoned||(r._loaded=!0,i&&i.resourceTiming&&i.resourceTiming[r.id]&&(r._resourceTiming=i.resourceTiming[r.id].slice(0)),r.actor.send(r.type+\".coalesce\",{source:n.source},null),e(t))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.loadTile=function(e,r){var n=this,i=e.actor?\"reloadTile\":\"loadTile\";e.actor=this.actor;var a={type:this.type,uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,maxZoom:this.maxzoom,tileSize:this.tileSize,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};e.request=this.actor.send(i,a,(function(t,a){return delete e.request,e.unloadVectorData(),e.aborted?r(null):t?r(t):(e.loadVectorData(a,n.map.painter,\"reloadTile\"===i),r(null))}))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.aborted=!0},r.prototype.unloadTile=function(t){t.unloadVectorData(),this.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id})},r.prototype.onRemove=function(){this._removed=!0,this.actor.send(\"removeSource\",{type:this.type,source:this.id})},r.prototype.serialize=function(){return t.extend({},this._options,{type:this.type,data:this._data})},r.prototype.hasTransition=function(){return!1},r}(t.Evented),O=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2},{name:\"a_texture_pos\",type:\"Int16\",components:2}]),I=function(e){function r(t,r,n,i){e.call(this),this.id=t,this.dispatcher=n,this.coordinates=r.coordinates,this.type=\"image\",this.minzoom=0,this.maxzoom=22,this.tileSize=512,this.tiles={},this._loaded=!1,this.setEventedParent(i),this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(e,r){var n=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this.url=this.options.url,t.getImage(this.map._requestManager.transformRequest(this.url,t.ResourceType.Image),(function(i,a){n._loaded=!0,i?n.fire(new t.ErrorEvent(i)):a&&(n.image=a,e&&(n.coordinates=e),r&&r(),n._finishLoading())}))},r.prototype.loaded=function(){return this._loaded},r.prototype.updateImage=function(t){var e=this;return this.image&&t.url?(this.options.url=t.url,this.load(t.coordinates,(function(){e.texture=null})),this):this},r.prototype._finishLoading=function(){this.map&&(this.setCoordinates(this.coordinates),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setCoordinates=function(e){var r=this;this.coordinates=e;var n=e.map(t.MercatorCoordinate.fromLngLat);this.tileID=function(e){for(var r=1/0,n=1/0,i=-1/0,a=-1/0,o=0,s=e;o<s.length;o+=1){var l=s[o];r=Math.min(r,l.x),n=Math.min(n,l.y),i=Math.max(i,l.x),a=Math.max(a,l.y)}var u=i-r,c=a-n,f=Math.max(u,c),h=Math.max(0,Math.floor(-Math.log(f)/Math.LN2)),p=Math.pow(2,h);return new t.CanonicalTileID(h,Math.floor((r+i)/2*p),Math.floor((n+a)/2*p))}(n),this.minzoom=this.maxzoom=this.tileID.z;var i=n.map((function(t){return r.tileID.getTilePoint(t)._round()}));return this._boundsArray=new t.StructArrayLayout4i8,this._boundsArray.emplaceBack(i[0].x,i[0].y,0,0),this._boundsArray.emplaceBack(i[1].x,i[1].y,t.EXTENT,0),this._boundsArray.emplaceBack(i[3].x,i[3].y,0,t.EXTENT),this._boundsArray.emplaceBack(i[2].x,i[2].y,t.EXTENT,t.EXTENT),this.boundsBuffer&&(this.boundsBuffer.destroy(),delete this.boundsBuffer),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})),this},r.prototype.prepare=function(){if(0!==Object.keys(this.tiles).length&&this.image){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,O.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture||(this.texture=new t.Texture(e,this.image,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.loadTile=function(t,e){this.tileID&&this.tileID.equals(t.tileID.canonical)?(this.tiles[String(t.tileID.wrap)]=t,t.buckets={},e(null)):(t.state=\"errored\",e(null))},r.prototype.serialize=function(){return{type:\"image\",url:this.options.url,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return!1},r}(t.Evented);var D=function(e){function r(t,r,n,i){e.call(this,t,r,n,i),this.roundZoom=!0,this.type=\"video\",this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1;var r=this.options;this.urls=[];for(var n=0,i=r.urls;n<i.length;n+=1){var a=i[n];this.urls.push(this.map._requestManager.transformRequest(a,t.ResourceType.Source).url)}t.getVideo(this.urls,(function(r,n){e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(e.video=n,e.video.loop=!0,e.video.addEventListener(\"playing\",(function(){e.map.triggerRepaint()})),e.map&&e.video.play(),e._finishLoading())}))},r.prototype.pause=function(){this.video&&this.video.pause()},r.prototype.play=function(){this.video&&this.video.play()},r.prototype.seek=function(e){if(this.video){var r=this.video.seekable;e<r.start(0)||e>r.end(0)?this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+this.id,null,\"Playback for this video can be set only between the \"+r.start(0)+\" and \"+r.end(0)+\"-second mark.\"))):this.video.currentTime=e}},r.prototype.getVideo=function(){return this.video},r.prototype.onAdd=function(t){this.map||(this.map=t,this.load(),this.video&&(this.video.play(),this.setCoordinates(this.coordinates)))},r.prototype.prepare=function(){if(!(0===Object.keys(this.tiles).length||this.video.readyState<2)){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,O.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?this.video.paused||(this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE),r.texSubImage2D(r.TEXTURE_2D,0,0,0,r.RGBA,r.UNSIGNED_BYTE,this.video)):(this.texture=new t.Texture(e,this.video,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"video\",urls:this.urls,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this.video&&!this.video.paused},r}(I),z=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),n.coordinates?Array.isArray(n.coordinates)&&4===n.coordinates.length&&!n.coordinates.some((function(t){return!Array.isArray(t)||2!==t.length||t.some((function(t){return\"number\"!=typeof t}))}))||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"coordinates\" property must be an array of 4 longitude/latitude array pairs'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"coordinates\"'))),n.animate&&\"boolean\"!=typeof n.animate&&this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'optional \"animate\" property must be a boolean value'))),n.canvas?\"string\"==typeof n.canvas||n.canvas instanceof t.window.HTMLCanvasElement||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"canvas\" must be either a string representing the ID of the canvas element from which to read, or an HTMLCanvasElement instance'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"canvas\"'))),this.options=n,this.animate=void 0===n.animate||n.animate}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){this._loaded=!0,this.canvas||(this.canvas=this.options.canvas instanceof t.window.HTMLCanvasElement?this.options.canvas:t.window.document.getElementById(this.options.canvas)),this.width=this.canvas.width,this.height=this.canvas.height,this._hasInvalidDimensions()?this.fire(new t.ErrorEvent(new Error(\"Canvas dimensions cannot be less than or equal to zero.\"))):(this.play=function(){this._playing=!0,this.map.triggerRepaint()},this.pause=function(){this._playing&&(this.prepare(),this._playing=!1)},this._finishLoading())},r.prototype.getCanvas=function(){return this.canvas},r.prototype.onAdd=function(t){this.map=t,this.load(),this.canvas&&this.animate&&this.play()},r.prototype.onRemove=function(){this.pause()},r.prototype.prepare=function(){var e=!1;if(this.canvas.width!==this.width&&(this.width=this.canvas.width,e=!0),this.canvas.height!==this.height&&(this.height=this.canvas.height,e=!0),!this._hasInvalidDimensions()&&0!==Object.keys(this.tiles).length){var r=this.map.painter.context,n=r.gl;for(var i in this.boundsBuffer||(this.boundsBuffer=r.createVertexBuffer(this._boundsArray,O.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?(e||this._playing)&&this.texture.update(this.canvas,{premultiply:!0}):this.texture=new t.Texture(r,this.canvas,n.RGBA,{premultiply:!0}),this.tiles){var a=this.tiles[i];\"loaded\"!==a.state&&(a.state=\"loaded\",a.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"canvas\",coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this._playing},r.prototype._hasInvalidDimensions=function(){for(var t=0,e=[this.canvas.width,this.canvas.height];t<e.length;t+=1){var r=e[t];if(isNaN(r)||r<=0)return!0}return!1},r}(I),R={vector:E,raster:L,\"raster-dem\":C,geojson:P,video:D,image:I,canvas:z};function F(e,r){var n=t.identity([]);return t.translate(n,n,[1,1,0]),t.scale(n,n,[.5*e.width,.5*e.height,1]),t.multiply(n,n,e.calculatePosMatrix(r.toUnwrapped()))}function B(t,e,r,n,i,a){var o=function(t,e,r){if(t)for(var n=0,i=t;n<i.length;n+=1){var a=e[i[n]];if(a&&a.source===r&&\"fill-extrusion\"===a.type)return!0}else for(var o in e){var s=e[o];if(s.source===r&&\"fill-extrusion\"===s.type)return!0}return!1}(i&&i.layers,e,t.id),s=a.maxPitchScaleFactor(),l=t.tilesIn(n,s,o);l.sort(N);for(var u=[],c=0,f=l;c<f.length;c+=1){var h=f[c];u.push({wrappedTileID:h.tileID.wrapped().key,queryResults:h.tile.queryRenderedFeatures(e,r,t._state,h.queryGeometry,h.cameraQueryGeometry,h.scale,i,a,s,F(t.transform,h.tileID))})}var p=function(t){for(var e={},r={},n=0,i=t;n<i.length;n+=1){var a=i[n],o=a.queryResults,s=a.wrappedTileID,l=r[s]=r[s]||{};for(var u in o)for(var c=o[u],f=l[u]=l[u]||{},h=e[u]=e[u]||[],p=0,d=c;p<d.length;p+=1){var v=d[p];f[v.featureIndex]||(f[v.featureIndex]=!0,h.push(v))}}return e}(u);for(var d in p)p[d].forEach((function(e){var r=e.feature,n=t.getFeatureState(r.layer[\"source-layer\"],r.id);r.source=r.layer.source,r.layer[\"source-layer\"]&&(r.sourceLayer=r.layer[\"source-layer\"]),r.state=n}));return p}function N(t,e){var r=t.tileID,n=e.tileID;return r.overscaledZ-n.overscaledZ||r.canonical.y-n.canonical.y||r.wrap-n.wrap||r.canonical.x-n.canonical.x}var j=function(t,e){this.max=t,this.onRemove=e,this.reset()};j.prototype.reset=function(){for(var t in this.data)for(var e=0,r=this.data[t];e<r.length;e+=1){var n=r[e];n.timeout&&clearTimeout(n.timeout),this.onRemove(n.value)}return this.data={},this.order=[],this},j.prototype.add=function(t,e,r){var n=this,i=t.wrapped().key;void 0===this.data[i]&&(this.data[i]=[]);var a={value:e,timeout:void 0};if(void 0!==r&&(a.timeout=setTimeout((function(){n.remove(t,a)}),r)),this.data[i].push(a),this.order.push(i),this.order.length>this.max){var o=this._getAndRemoveByKey(this.order[0]);o&&this.onRemove(o)}return this},j.prototype.has=function(t){return t.wrapped().key in this.data},j.prototype.getAndRemove=function(t){return this.has(t)?this._getAndRemoveByKey(t.wrapped().key):null},j.prototype._getAndRemoveByKey=function(t){var e=this.data[t].shift();return e.timeout&&clearTimeout(e.timeout),0===this.data[t].length&&delete this.data[t],this.order.splice(this.order.indexOf(t),1),e.value},j.prototype.getByKey=function(t){var e=this.data[t];return e?e[0].value:null},j.prototype.get=function(t){return this.has(t)?this.data[t.wrapped().key][0].value:null},j.prototype.remove=function(t,e){if(!this.has(t))return this;var r=t.wrapped().key,n=void 0===e?0:this.data[r].indexOf(e),i=this.data[r][n];return this.data[r].splice(n,1),i.timeout&&clearTimeout(i.timeout),0===this.data[r].length&&delete this.data[r],this.onRemove(i.value),this.order.splice(this.order.indexOf(r),1),this},j.prototype.setMaxSize=function(t){for(this.max=t;this.order.length>this.max;){var e=this._getAndRemoveByKey(this.order[0]);e&&this.onRemove(e)}return this},j.prototype.filter=function(t){var e=[];for(var r in this.data)for(var n=0,i=this.data[r];n<i.length;n+=1){var a=i[n];t(a.value)||e.push(a)}for(var o=0,s=e;o<s.length;o+=1){var l=s[o];this.remove(l.value.tileID,l)}};var U=function(t,e,r){this.context=t;var n=t.gl;this.buffer=n.createBuffer(),this.dynamicDraw=Boolean(r),this.context.unbindVAO(),t.bindElementBuffer.set(this.buffer),n.bufferData(n.ELEMENT_ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?n.DYNAMIC_DRAW:n.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer};U.prototype.bind=function(){this.context.bindElementBuffer.set(this.buffer)},U.prototype.updateData=function(t){var e=this.context.gl;this.context.unbindVAO(),this.bind(),e.bufferSubData(e.ELEMENT_ARRAY_BUFFER,0,t.arrayBuffer)},U.prototype.destroy=function(){var t=this.context.gl;this.buffer&&(t.deleteBuffer(this.buffer),delete this.buffer)};var V={Int8:\"BYTE\",Uint8:\"UNSIGNED_BYTE\",Int16:\"SHORT\",Uint16:\"UNSIGNED_SHORT\",Int32:\"INT\",Uint32:\"UNSIGNED_INT\",Float32:\"FLOAT\"},H=function(t,e,r,n){this.length=e.length,this.attributes=r,this.itemSize=e.bytesPerElement,this.dynamicDraw=n,this.context=t;var i=t.gl;this.buffer=i.createBuffer(),t.bindVertexBuffer.set(this.buffer),i.bufferData(i.ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?i.DYNAMIC_DRAW:i.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer};H.prototype.bind=function(){this.context.bindVertexBuffer.set(this.buffer)},H.prototype.updateData=function(t){var e=this.context.gl;this.bind(),e.bufferSubData(e.ARRAY_BUFFER,0,t.arrayBuffer)},H.prototype.enableAttributes=function(t,e){for(var r=0;r<this.attributes.length;r++){var n=this.attributes[r],i=e.attributes[n.name];void 0!==i&&t.enableVertexAttribArray(i)}},H.prototype.setVertexAttribPointers=function(t,e,r){for(var n=0;n<this.attributes.length;n++){var i=this.attributes[n],a=e.attributes[i.name];void 0!==a&&t.vertexAttribPointer(a,i.components,t[V[i.type]],!1,this.itemSize,i.offset+this.itemSize*(r||0))}},H.prototype.destroy=function(){var t=this.context.gl;this.buffer&&(t.deleteBuffer(this.buffer),delete this.buffer)};var q=function(t){this.gl=t.gl,this.default=this.getDefault(),this.current=this.default,this.dirty=!1};q.prototype.get=function(){return this.current},q.prototype.set=function(t){},q.prototype.getDefault=function(){return this.default},q.prototype.setDefault=function(){this.set(this.default)};var G=function(e){function r(){e.apply(this,arguments)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getDefault=function(){return t.Color.transparent},r.prototype.set=function(t){var e=this.current;(t.r!==e.r||t.g!==e.g||t.b!==e.b||t.a!==e.a||this.dirty)&&(this.gl.clearColor(t.r,t.g,t.b,t.a),this.current=t,this.dirty=!1)},r}(q),Z=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return 1},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.clearDepth(t),this.current=t,this.dirty=!1)},e}(q),Y=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return 0},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.clearStencil(t),this.current=t,this.dirty=!1)},e}(q),W=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return[!0,!0,!0,!0]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||t[2]!==e[2]||t[3]!==e[3]||this.dirty)&&(this.gl.colorMask(t[0],t[1],t[2],t[3]),this.current=t,this.dirty=!1)},e}(q),X=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return!0},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.depthMask(t),this.current=t,this.dirty=!1)},e}(q),J=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return 255},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.stencilMask(t),this.current=t,this.dirty=!1)},e}(q),K=function(t){function e(){t.apply(this,arguments)}return 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t=this.gl;return[t.ONE,t.ZERO]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||this.dirty)&&(this.gl.blendFunc(t[0],t[1]),this.current=t,this.dirty=!1)},e}(q),at=function(e){function r(){e.apply(this,arguments)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getDefault=function(){return t.Color.transparent},r.prototype.set=function(t){var e=this.current;(t.r!==e.r||t.g!==e.g||t.b!==e.b||t.a!==e.a||this.dirty)&&(this.gl.blendColor(t.r,t.g,t.b,t.a),this.current=t,this.dirty=!1)},r}(q),ot=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return this.gl.FUNC_ADD},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.blendEquation(t),this.current=t,this.dirty=!1)},e}(q),st=function(t){function e(){t.apply(this,arguments)}return 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e=this.current;(t[0]!==e[0]||t[1]!==e[1]||t[2]!==e[2]||t[3]!==e[3]||this.dirty)&&(this.gl.viewport(t[0],t[1],t[2],t[3]),this.current=t,this.dirty=!1)},e}(q),pt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindFramebuffer(e.FRAMEBUFFER,t),this.current=t,this.dirty=!1}},e}(q),dt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindRenderbuffer(e.RENDERBUFFER,t),this.current=t,this.dirty=!1}},e}(q),vt=function(t){function e(){t.apply(this,arguments)}return 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e(e){t.call(this,e),this.vao=e.extVertexArrayObject}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){this.vao&&(t!==this.current||this.dirty)&&(this.vao.bindVertexArrayOES(t),this.current=t,this.dirty=!1)},e}(q),xt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return 4},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_ALIGNMENT,t),this.current=t,this.dirty=!1}},e}(q),bt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_PREMULTIPLY_ALPHA_WEBGL,t),this.current=t,this.dirty=!1}},e}(q),_t=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_FLIP_Y_WEBGL,t),this.current=t,this.dirty=!1}},e}(q),wt=function(t){function e(e,r){t.call(this,e),this.context=e,this.parent=r}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return null},e}(q),Tt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.setDirty=function(){this.dirty=!0},e.prototype.set=function(t){if(t!==this.current||this.dirty){this.context.bindFramebuffer.set(this.parent);var e=this.gl;e.framebufferTexture2D(e.FRAMEBUFFER,e.COLOR_ATTACHMENT0,e.TEXTURE_2D,t,0),this.current=t,this.dirty=!1}},e}(wt),kt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){if(t!==this.current||this.dirty){this.context.bindFramebuffer.set(this.parent);var e=this.gl;e.framebufferRenderbuffer(e.FRAMEBUFFER,e.DEPTH_ATTACHMENT,e.RENDERBUFFER,t),this.current=t,this.dirty=!1}},e}(wt),At=function(t,e,r,n){this.context=t,this.width=e,this.height=r;var i=t.gl,a=this.framebuffer=i.createFramebuffer();this.colorAttachment=new Tt(t,a),n&&(this.depthAttachment=new kt(t,a))};At.prototype.destroy=function(){var t=this.context.gl,e=this.colorAttachment.get();if(e&&t.deleteTexture(e),this.depthAttachment){var r=this.depthAttachment.get();r&&t.deleteRenderbuffer(r)}t.deleteFramebuffer(this.framebuffer)};var Mt=function(t,e,r){this.func=t,this.mask=e,this.range=r};Mt.ReadOnly=!1,Mt.ReadWrite=!0,Mt.disabled=new Mt(519,Mt.ReadOnly,[0,1]);var St=7680,Et=function(t,e,r,n,i,a){this.test=t,this.ref=e,this.mask=r,this.fail=n,this.depthFail=i,this.pass=a};Et.disabled=new Et({func:519,mask:0},0,0,St,St,St);var Lt=function(t,e,r){this.blendFunction=t,this.blendColor=e,this.mask=r};Lt.Replace=[1,0],Lt.disabled=new Lt(Lt.Replace,t.Color.transparent,[!1,!1,!1,!1]),Lt.unblended=new Lt(Lt.Replace,t.Color.transparent,[!0,!0,!0,!0]),Lt.alphaBlended=new Lt([1,771],t.Color.transparent,[!0,!0,!0,!0]);var Ct=function(t,e,r){this.enable=t,this.mode=e,this.frontFace=r};Ct.disabled=new Ct(!1,1029,2305),Ct.backCCW=new Ct(!0,1029,2305);var Pt=function(t){this.gl=t,this.extVertexArrayObject=this.gl.getExtension(\"OES_vertex_array_object\"),this.clearColor=new G(this),this.clearDepth=new Z(this),this.clearStencil=new Y(this),this.colorMask=new W(this),this.depthMask=new X(this),this.stencilMask=new J(this),this.stencilFunc=new K(this),this.stencilOp=new $(this),this.stencilTest=new Q(this),this.depthRange=new tt(this),this.depthTest=new et(this),this.depthFunc=new rt(this),this.blend=new nt(this),this.blendFunc=new it(this),this.blendColor=new at(this),this.blendEquation=new ot(this),this.cullFace=new st(this),this.cullFaceSide=new lt(this),this.frontFace=new ut(this),this.program=new ct(this),this.activeTexture=new ft(this),this.viewport=new ht(this),this.bindFramebuffer=new pt(this),this.bindRenderbuffer=new dt(this),this.bindTexture=new vt(this),this.bindVertexBuffer=new gt(this),this.bindElementBuffer=new yt(this),this.bindVertexArrayOES=this.extVertexArrayObject&&new mt(this),this.pixelStoreUnpack=new xt(this),this.pixelStoreUnpackPremultiplyAlpha=new bt(this),this.pixelStoreUnpackFlipY=new _t(this),this.extTextureFilterAnisotropic=t.getExtension(\"EXT_texture_filter_anisotropic\")||t.getExtension(\"MOZ_EXT_texture_filter_anisotropic\")||t.getExtension(\"WEBKIT_EXT_texture_filter_anisotropic\"),this.extTextureFilterAnisotropic&&(this.extTextureFilterAnisotropicMax=t.getParameter(this.extTextureFilterAnisotropic.MAX_TEXTURE_MAX_ANISOTROPY_EXT)),this.extTextureHalfFloat=t.getExtension(\"OES_texture_half_float\"),this.extTextureHalfFloat&&(t.getExtension(\"OES_texture_half_float_linear\"),this.extRenderToTextureHalfFloat=t.getExtension(\"EXT_color_buffer_half_float\")),this.extTimerQuery=t.getExtension(\"EXT_disjoint_timer_query\")};Pt.prototype.setDefault=function(){this.unbindVAO(),this.clearColor.setDefault(),this.clearDepth.setDefault(),this.clearStencil.setDefault(),this.colorMask.setDefault(),this.depthMask.setDefault(),this.stencilMask.setDefault(),this.stencilFunc.setDefault(),this.stencilOp.setDefault(),this.stencilTest.setDefault(),this.depthRange.setDefault(),this.depthTest.setDefault(),this.depthFunc.setDefault(),this.blend.setDefault(),this.blendFunc.setDefault(),this.blendColor.setDefault(),this.blendEquation.setDefault(),this.cullFace.setDefault(),this.cullFaceSide.setDefault(),this.frontFace.setDefault(),this.program.setDefault(),this.activeTexture.setDefault(),this.bindFramebuffer.setDefault(),this.pixelStoreUnpack.setDefault(),this.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.pixelStoreUnpackFlipY.setDefault()},Pt.prototype.setDirty=function(){this.clearColor.dirty=!0,this.clearDepth.dirty=!0,this.clearStencil.dirty=!0,this.colorMask.dirty=!0,this.depthMask.dirty=!0,this.stencilMask.dirty=!0,this.stencilFunc.dirty=!0,this.stencilOp.dirty=!0,this.stencilTest.dirty=!0,this.depthRange.dirty=!0,this.depthTest.dirty=!0,this.depthFunc.dirty=!0,this.blend.dirty=!0,this.blendFunc.dirty=!0,this.blendColor.dirty=!0,this.blendEquation.dirty=!0,this.cullFace.dirty=!0,this.cullFaceSide.dirty=!0,this.frontFace.dirty=!0,this.program.dirty=!0,this.activeTexture.dirty=!0,this.viewport.dirty=!0,this.bindFramebuffer.dirty=!0,this.bindRenderbuffer.dirty=!0,this.bindTexture.dirty=!0,this.bindVertexBuffer.dirty=!0,this.bindElementBuffer.dirty=!0,this.extVertexArrayObject&&(this.bindVertexArrayOES.dirty=!0),this.pixelStoreUnpack.dirty=!0,this.pixelStoreUnpackPremultiplyAlpha.dirty=!0,this.pixelStoreUnpackFlipY.dirty=!0},Pt.prototype.createIndexBuffer=function(t,e){return new U(this,t,e)},Pt.prototype.createVertexBuffer=function(t,e,r){return new H(this,t,e,r)},Pt.prototype.createRenderbuffer=function(t,e,r){var n=this.gl,i=n.createRenderbuffer();return this.bindRenderbuffer.set(i),n.renderbufferStorage(n.RENDERBUFFER,t,e,r),this.bindRenderbuffer.set(null),i},Pt.prototype.createFramebuffer=function(t,e,r){return new At(this,t,e,r)},Pt.prototype.clear=function(t){var e=t.color,r=t.depth,n=this.gl,i=0;e&&(i|=n.COLOR_BUFFER_BIT,this.clearColor.set(e),this.colorMask.set([!0,!0,!0,!0])),void 0!==r&&(i|=n.DEPTH_BUFFER_BIT,this.depthRange.set([0,1]),this.clearDepth.set(r),this.depthMask.set(!0)),n.clear(i)},Pt.prototype.setCullFace=function(t){!1===t.enable?this.cullFace.set(!1):(this.cullFace.set(!0),this.cullFaceSide.set(t.mode),this.frontFace.set(t.frontFace))},Pt.prototype.setDepthMode=function(t){t.func!==this.gl.ALWAYS||t.mask?(this.depthTest.set(!0),this.depthFunc.set(t.func),this.depthMask.set(t.mask),this.depthRange.set(t.range)):this.depthTest.set(!1)},Pt.prototype.setStencilMode=function(t){t.test.func!==this.gl.ALWAYS||t.mask?(this.stencilTest.set(!0),this.stencilMask.set(t.mask),this.stencilOp.set([t.fail,t.depthFail,t.pass]),this.stencilFunc.set({func:t.test.func,ref:t.ref,mask:t.test.mask})):this.stencilTest.set(!1)},Pt.prototype.setColorMode=function(e){t.deepEqual(e.blendFunction,Lt.Replace)?this.blend.set(!1):(this.blend.set(!0),this.blendFunc.set(e.blendFunction),this.blendColor.set(e.blendColor)),this.colorMask.set(e.mask)},Pt.prototype.unbindVAO=function(){this.extVertexArrayObject&&this.bindVertexArrayOES.set(null)};var Ot=function(e){function r(r,n,i){var a=this;e.call(this),this.id=r,this.dispatcher=i,this.on(\"data\",(function(t){\"source\"===t.dataType&&\"metadata\"===t.sourceDataType&&(a._sourceLoaded=!0),a._sourceLoaded&&!a._paused&&\"source\"===t.dataType&&\"content\"===t.sourceDataType&&(a.reload(),a.transform&&a.update(a.transform))})),this.on(\"error\",(function(){a._sourceErrored=!0})),this._source=function(e,r,n,i){var a=new R[r.type](e,r,n,i);if(a.id!==e)throw new Error(\"Expected Source id to be \"+e+\" instead of \"+a.id);return t.bindAll([\"load\",\"abort\",\"unload\",\"serialize\",\"prepare\"],a),a}(r,n,i,this),this._tiles={},this._cache=new j(0,this._unloadTile.bind(this)),this._timers={},this._cacheTimers={},this._maxTileCacheSize=null,this._loadedParentTiles={},this._coveredTiles={},this._state=new t.SourceFeatureState}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.onAdd=function(t){this.map=t,this._maxTileCacheSize=t?t._maxTileCacheSize:null,this._source&&this._source.onAdd&&this._source.onAdd(t)},r.prototype.onRemove=function(t){this._source&&this._source.onRemove&&this._source.onRemove(t)},r.prototype.loaded=function(){if(this._sourceErrored)return!0;if(!this._sourceLoaded)return!1;if(!this._source.loaded())return!1;for(var t in this._tiles){var e=this._tiles[t];if(\"loaded\"!==e.state&&\"errored\"!==e.state)return!1}return!0},r.prototype.getSource=function(){return this._source},r.prototype.pause=function(){this._paused=!0},r.prototype.resume=function(){if(this._paused){var t=this._shouldReloadOnResume;this._paused=!1,this._shouldReloadOnResume=!1,t&&this.reload(),this.transform&&this.update(this.transform)}},r.prototype._loadTile=function(t,e){return this._source.loadTile(t,e)},r.prototype._unloadTile=function(t){if(this._source.unloadTile)return this._source.unloadTile(t,(function(){}))},r.prototype._abortTile=function(t){if(this._source.abortTile)return this._source.abortTile(t,(function(){}))},r.prototype.serialize=function(){return this._source.serialize()},r.prototype.prepare=function(t){for(var e in this._source.prepare&&this._source.prepare(),this._state.coalesceChanges(this._tiles,this.map?this.map.painter:null),this._tiles){var r=this._tiles[e];r.upload(t),r.prepare(this.map.style.imageManager)}},r.prototype.getIds=function(){return t.values(this._tiles).map((function(t){return t.tileID})).sort(It).map((function(t){return t.key}))},r.prototype.getRenderableIds=function(e){var r=this,n=[];for(var i in this._tiles)this._isIdRenderable(i,e)&&n.push(this._tiles[i]);return e?n.sort((function(e,n){var i=e.tileID,a=n.tileID,o=new t.Point(i.canonical.x,i.canonical.y)._rotate(r.transform.angle),s=new t.Point(a.canonical.x,a.canonical.y)._rotate(r.transform.angle);return i.overscaledZ-a.overscaledZ||s.y-o.y||s.x-o.x})).map((function(t){return t.tileID.key})):n.map((function(t){return t.tileID})).sort(It).map((function(t){return t.key}))},r.prototype.hasRenderableParent=function(t){var e=this.findLoadedParent(t,0);return!!e&&this._isIdRenderable(e.tileID.key)},r.prototype._isIdRenderable=function(t,e){return this._tiles[t]&&this._tiles[t].hasData()&&!this._coveredTiles[t]&&(e||!this._tiles[t].holdingForFade())},r.prototype.reload=function(){if(this._paused)this._shouldReloadOnResume=!0;else for(var t in this._cache.reset(),this._tiles)\"errored\"!==this._tiles[t].state&&this._reloadTile(t,\"reloading\")},r.prototype._reloadTile=function(t,e){var r=this._tiles[t];r&&(\"loading\"!==r.state&&(r.state=e),this._loadTile(r,this._tileLoaded.bind(this,r,t,e)))},r.prototype._tileLoaded=function(e,r,n,i){if(i)return e.state=\"errored\",void(404!==i.status?this._source.fire(new t.ErrorEvent(i,{tile:e})):this.update(this.transform));e.timeAdded=t.browser.now(),\"expired\"===n&&(e.refreshedUponExpiration=!0),this._setTileReloadTimer(r,e),\"raster-dem\"===this.getSource().type&&e.dem&&this._backfillDEM(e),this._state.initializeTileState(e,this.map?this.map.painter:null),this._source.fire(new t.Event(\"data\",{dataType:\"source\",tile:e,coord:e.tileID}))},r.prototype._backfillDEM=function(t){for(var e=this.getRenderableIds(),r=0;r<e.length;r++){var n=e[r];if(t.neighboringTiles&&t.neighboringTiles[n]){var i=this.getTileByID(n);a(t,i),a(i,t)}}function a(t,e){t.needsHillshadePrepare=!0;var r=e.tileID.canonical.x-t.tileID.canonical.x,n=e.tileID.canonical.y-t.tileID.canonical.y,i=Math.pow(2,t.tileID.canonical.z),a=e.tileID.key;0===r&&0===n||Math.abs(n)>1||(Math.abs(r)>1&&(1===Math.abs(r+i)?r+=i:1===Math.abs(r-i)&&(r-=i)),e.dem&&t.dem&&(t.dem.backfillBorder(e.dem,r,n),t.neighboringTiles&&t.neighboringTiles[a]&&(t.neighboringTiles[a].backfilled=!0)))}},r.prototype.getTile=function(t){return this.getTileByID(t.key)},r.prototype.getTileByID=function(t){return this._tiles[t]},r.prototype._retainLoadedChildren=function(t,e,r,n){for(var i in this._tiles){var a=this._tiles[i];if(!(n[i]||!a.hasData()||a.tileID.overscaledZ<=e||a.tileID.overscaledZ>r)){for(var o=a.tileID;a&&a.tileID.overscaledZ>e+1;){var s=a.tileID.scaledTo(a.tileID.overscaledZ-1);(a=this._tiles[s.key])&&a.hasData()&&(o=s)}for(var l=o;l.overscaledZ>e;)if(t[(l=l.scaledTo(l.overscaledZ-1)).key]){n[o.key]=o;break}}}},r.prototype.findLoadedParent=function(t,e){if(t.key in this._loadedParentTiles){var r=this._loadedParentTiles[t.key];return r&&r.tileID.overscaledZ>=e?r:null}for(var n=t.overscaledZ-1;n>=e;n--){var i=t.scaledTo(n),a=this._getLoadedTile(i);if(a)return a}},r.prototype._getLoadedTile=function(t){var e=this._tiles[t.key];return e&&e.hasData()?e:this._cache.getByKey(t.wrapped().key)},r.prototype.updateCacheSize=function(t){var e=(Math.ceil(t.width/this._source.tileSize)+1)*(Math.ceil(t.height/this._source.tileSize)+1),r=Math.floor(5*e),n=\"number\"==typeof this._maxTileCacheSize?Math.min(this._maxTileCacheSize,r):r;this._cache.setMaxSize(n)},r.prototype.handleWrapJump=function(t){var e=(t-(void 0===this._prevLng?t:this._prevLng))/360,r=Math.round(e);if(this._prevLng=t,r){var n={};for(var i in this._tiles){var a=this._tiles[i];a.tileID=a.tileID.unwrapTo(a.tileID.wrap+r),n[a.tileID.key]=a}for(var o in this._tiles=n,this._timers)clearTimeout(this._timers[o]),delete this._timers[o];for(var s in this._tiles){var l=this._tiles[s];this._setTileReloadTimer(s,l)}}},r.prototype.update=function(e){var n=this;if(this.transform=e,this._sourceLoaded&&!this._paused){var i;this.updateCacheSize(e),this.handleWrapJump(this.transform.center.lng),this._coveredTiles={},this.used?this._source.tileID?i=e.getVisibleUnwrappedCoordinates(this._source.tileID).map((function(e){return new t.OverscaledTileID(e.canonical.z,e.wrap,e.canonical.z,e.canonical.x,e.canonical.y)})):(i=e.coveringTiles({tileSize:this._source.tileSize,minzoom:this._source.minzoom,maxzoom:this._source.maxzoom,roundZoom:this._source.roundZoom,reparseOverscaled:this._source.reparseOverscaled}),this._source.hasTile&&(i=i.filter((function(t){return n._source.hasTile(t)})))):i=[];var a=e.coveringZoomLevel(this._source),o=Math.max(a-r.maxOverzooming,this._source.minzoom),s=Math.max(a+r.maxUnderzooming,this._source.minzoom),l=this._updateRetainedTiles(i,a);if(Dt(this._source.type)){for(var u={},c={},f=0,h=Object.keys(l);f<h.length;f+=1){var p=h[f],d=l[p],v=this._tiles[p];if(v&&!(v.fadeEndTime&&v.fadeEndTime<=t.browser.now())){var g=this.findLoadedParent(d,o);g&&(this._addTile(g.tileID),u[g.tileID.key]=g.tileID),c[p]=d}}for(var y in this._retainLoadedChildren(c,a,s,l),u)l[y]||(this._coveredTiles[y]=!0,l[y]=u[y])}for(var m in l)this._tiles[m].clearFadeHold();for(var x=0,b=t.keysDifference(this._tiles,l);x<b.length;x+=1){var _=b[x],w=this._tiles[_];w.hasSymbolBuckets&&!w.holdingForFade()?w.setHoldDuration(this.map._fadeDuration):w.hasSymbolBuckets&&!w.symbolFadeFinished()||this._removeTile(_)}this._updateLoadedParentTileCache()}},r.prototype.releaseSymbolFadeTiles=function(){for(var t in this._tiles)this._tiles[t].holdingForFade()&&this._removeTile(t)},r.prototype._updateRetainedTiles=function(t,e){for(var n={},i={},a=Math.max(e-r.maxOverzooming,this._source.minzoom),o=Math.max(e+r.maxUnderzooming,this._source.minzoom),s={},l=0,u=t;l<u.length;l+=1){var c=u[l],f=this._addTile(c);n[c.key]=c,f.hasData()||e<this._source.maxzoom&&(s[c.key]=c)}this._retainLoadedChildren(s,e,o,n);for(var h=0,p=t;h<p.length;h+=1){var d=p[h],v=this._tiles[d.key];if(!v.hasData()){if(e+1>this._source.maxzoom){var g=d.children(this._source.maxzoom)[0],y=this.getTile(g);if(y&&y.hasData()){n[g.key]=g;continue}}else{var m=d.children(this._source.maxzoom);if(n[m[0].key]&&n[m[1].key]&&n[m[2].key]&&n[m[3].key])continue}for(var x=v.wasRequested(),b=d.overscaledZ-1;b>=a;--b){var _=d.scaledTo(b);if(i[_.key])break;if(i[_.key]=!0,!(v=this.getTile(_))&&x&&(v=this._addTile(_)),v&&(n[_.key]=_,x=v.wasRequested(),v.hasData()))break}}}return n},r.prototype._updateLoadedParentTileCache=function(){for(var t in this._loadedParentTiles={},this._tiles){for(var e=[],r=void 0,n=this._tiles[t].tileID;n.overscaledZ>0;){if(n.key in this._loadedParentTiles){r=this._loadedParentTiles[n.key];break}e.push(n.key);var i=n.scaledTo(n.overscaledZ-1);if(r=this._getLoadedTile(i))break;n=i}for(var a=0,o=e;a<o.length;a+=1){var s=o[a];this._loadedParentTiles[s]=r}}},r.prototype._addTile=function(e){var r=this._tiles[e.key];if(r)return r;(r=this._cache.getAndRemove(e))&&(this._setTileReloadTimer(e.key,r),r.tileID=e,this._state.initializeTileState(r,this.map?this.map.painter:null),this._cacheTimers[e.key]&&(clearTimeout(this._cacheTimers[e.key]),delete this._cacheTimers[e.key],this._setTileReloadTimer(e.key,r)));var n=Boolean(r);return n||(r=new t.Tile(e,this._source.tileSize*e.overscaleFactor()),this._loadTile(r,this._tileLoaded.bind(this,r,e.key,r.state))),r?(r.uses++,this._tiles[e.key]=r,n||this._source.fire(new t.Event(\"dataloading\",{tile:r,coord:r.tileID,dataType:\"source\"})),r):null},r.prototype._setTileReloadTimer=function(t,e){var r=this;t in this._timers&&(clearTimeout(this._timers[t]),delete this._timers[t]);var n=e.getExpiryTimeout();n&&(this._timers[t]=setTimeout((function(){r._reloadTile(t,\"expired\"),delete r._timers[t]}),n))},r.prototype._removeTile=function(t){var e=this._tiles[t];e&&(e.uses--,delete this._tiles[t],this._timers[t]&&(clearTimeout(this._timers[t]),delete this._timers[t]),e.uses>0||(e.hasData()&&\"reloading\"!==e.state?this._cache.add(e.tileID,e,e.getExpiryTimeout()):(e.aborted=!0,this._abortTile(e),this._unloadTile(e))))},r.prototype.clearTiles=function(){for(var t in this._shouldReloadOnResume=!1,this._paused=!1,this._tiles)this._removeTile(t);this._cache.reset()},r.prototype.tilesIn=function(e,r,n){var i=this,a=[],o=this.transform;if(!o)return a;for(var s=n?o.getCameraQueryGeometry(e):e,l=e.map((function(t){return o.pointCoordinate(t)})),u=s.map((function(t){return o.pointCoordinate(t)})),c=this.getIds(),f=1/0,h=1/0,p=-1/0,d=-1/0,v=0,g=u;v<g.length;v+=1){var y=g[v];f=Math.min(f,y.x),h=Math.min(h,y.y),p=Math.max(p,y.x),d=Math.max(d,y.y)}for(var m=function(e){var n=i._tiles[c[e]];if(!n.holdingForFade()){var s=n.tileID,v=Math.pow(2,o.zoom-n.tileID.overscaledZ),g=r*n.queryPadding*t.EXTENT/n.tileSize/v,y=[s.getTilePoint(new t.MercatorCoordinate(f,h)),s.getTilePoint(new t.MercatorCoordinate(p,d))];if(y[0].x-g<t.EXTENT&&y[0].y-g<t.EXTENT&&y[1].x+g>=0&&y[1].y+g>=0){var m=l.map((function(t){return s.getTilePoint(t)})),x=u.map((function(t){return s.getTilePoint(t)}));a.push({tile:n,tileID:s,queryGeometry:m,cameraQueryGeometry:x,scale:v})}}},x=0;x<c.length;x++)m(x);return a},r.prototype.getVisibleCoordinates=function(t){for(var e=this,r=this.getRenderableIds(t).map((function(t){return e._tiles[t].tileID})),n=0,i=r;n<i.length;n+=1){var a=i[n];a.posMatrix=this.transform.calculatePosMatrix(a.toUnwrapped())}return r},r.prototype.hasTransition=function(){if(this._source.hasTransition())return!0;if(Dt(this._source.type))for(var e in this._tiles){var r=this._tiles[e];if(void 0!==r.fadeEndTime&&r.fadeEndTime>=t.browser.now())return!0}return!1},r.prototype.setFeatureState=function(t,e,r){t=t||\"_geojsonTileLayer\",this._state.updateState(t,e,r)},r.prototype.removeFeatureState=function(t,e,r){t=t||\"_geojsonTileLayer\",this._state.removeFeatureState(t,e,r)},r.prototype.getFeatureState=function(t,e){return t=t||\"_geojsonTileLayer\",this._state.getState(t,e)},r.prototype.setDependencies=function(t,e,r){var n=this._tiles[t];n&&n.setDependencies(e,r)},r.prototype.reloadTilesForDependencies=function(t,e){for(var r in this._tiles)this._tiles[r].hasDependency(t,e)&&this._reloadTile(r,\"reloading\");this._cache.filter((function(r){return!r.hasDependency(t,e)}))},r}(t.Evented);function It(t,e){var r=Math.abs(2*t.wrap)-+(t.wrap<0),n=Math.abs(2*e.wrap)-+(e.wrap<0);return t.overscaledZ-e.overscaledZ||n-r||e.canonical.y-t.canonical.y||e.canonical.x-t.canonical.x}function Dt(t){return\"raster\"===t||\"image\"===t||\"video\"===t}function zt(){return new t.window.Worker(na.workerUrl)}Ot.maxOverzooming=10,Ot.maxUnderzooming=3;var Rt=\"mapboxgl_preloaded_worker_pool\",Ft=function(){this.active={}};Ft.prototype.acquire=function(t){if(!this.workers)for(this.workers=[];this.workers.length<Ft.workerCount;)this.workers.push(new zt);return this.active[t]=!0,this.workers.slice()},Ft.prototype.release=function(t){delete this.active[t],0===this.numActive()&&(this.workers.forEach((function(t){t.terminate()})),this.workers=null)},Ft.prototype.isPreloaded=function(){return!!this.active[Rt]},Ft.prototype.numActive=function(){return Object.keys(this.active).length};var Bt,Nt=Math.floor(t.browser.hardwareConcurrency/2);function jt(){return Bt||(Bt=new Ft),Bt}function Ut(e,r){var n={};for(var i in e)\"ref\"!==i&&(n[i]=e[i]);return t.refProperties.forEach((function(t){t in r&&(n[t]=r[t])})),n}function Vt(t){t=t.slice();for(var e=Object.create(null),r=0;r<t.length;r++)e[t[r].id]=t[r];for(var n=0;n<t.length;n++)\"ref\"in t[n]&&(t[n]=Ut(t[n],e[t[n].ref]));return t}Ft.workerCount=Math.max(Math.min(Nt,6),1);var Ht={setStyle:\"setStyle\",addLayer:\"addLayer\",removeLayer:\"removeLayer\",setPaintProperty:\"setPaintProperty\",setLayoutProperty:\"setLayoutProperty\",setFilter:\"setFilter\",addSource:\"addSource\",removeSource:\"removeSource\",setGeoJSONSourceData:\"setGeoJSONSourceData\",setLayerZoomRange:\"setLayerZoomRange\",setLayerProperty:\"setLayerProperty\",setCenter:\"setCenter\",setZoom:\"setZoom\",setBearing:\"setBearing\",setPitch:\"setPitch\",setSprite:\"setSprite\",setGlyphs:\"setGlyphs\",setTransition:\"setTransition\",setLight:\"setLight\"};function qt(t,e,r){r.push({command:Ht.addSource,args:[t,e[t]]})}function Gt(t,e,r){e.push({command:Ht.removeSource,args:[t]}),r[t]=!0}function Zt(t,e,r,n){Gt(t,r,n),qt(t,e,r)}function Yt(e,r,n){var i;for(i in e[n])if(e[n].hasOwnProperty(i)&&\"data\"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;for(i in r[n])if(r[n].hasOwnProperty(i)&&\"data\"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;return!0}function Wt(e,r,n,i,a,o){var s;for(s in r=r||{},e=e||{})e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}));for(s in r)r.hasOwnProperty(s)&&!e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}))}function Xt(t){return t.id}function Jt(t,e){return t[e.id]=e,t}function Kt(e,r){if(!e)return[{command:Ht.setStyle,args:[r]}];var n=[];try{if(!t.deepEqual(e.version,r.version))return[{command:Ht.setStyle,args:[r]}];t.deepEqual(e.center,r.center)||n.push({command:Ht.setCenter,args:[r.center]}),t.deepEqual(e.zoom,r.zoom)||n.push({command:Ht.setZoom,args:[r.zoom]}),t.deepEqual(e.bearing,r.bearing)||n.push({command:Ht.setBearing,args:[r.bearing]}),t.deepEqual(e.pitch,r.pitch)||n.push({command:Ht.setPitch,args:[r.pitch]}),t.deepEqual(e.sprite,r.sprite)||n.push({command:Ht.setSprite,args:[r.sprite]}),t.deepEqual(e.glyphs,r.glyphs)||n.push({command:Ht.setGlyphs,args:[r.glyphs]}),t.deepEqual(e.transition,r.transition)||n.push({command:Ht.setTransition,args:[r.transition]}),t.deepEqual(e.light,r.light)||n.push({command:Ht.setLight,args:[r.light]});var i={},a=[];!function(e,r,n,i){var a;for(a in r=r||{},e=e||{})e.hasOwnProperty(a)&&(r.hasOwnProperty(a)||Gt(a,n,i));for(a in r)r.hasOwnProperty(a)&&(e.hasOwnProperty(a)?t.deepEqual(e[a],r[a])||(\"geojson\"===e[a].type&&\"geojson\"===r[a].type&&Yt(e,r,a)?n.push({command:Ht.setGeoJSONSourceData,args:[a,r[a].data]}):Zt(a,r,n,i)):qt(a,r,n))}(e.sources,r.sources,a,i);var o=[];e.layers&&e.layers.forEach((function(t){i[t.source]?n.push({command:Ht.removeLayer,args:[t.id]}):o.push(t)})),n=n.concat(a),function(e,r,n){r=r||[];var i,a,o,s,l,u,c,f=(e=e||[]).map(Xt),h=r.map(Xt),p=e.reduce(Jt,{}),d=r.reduce(Jt,{}),v=f.slice(),g=Object.create(null);for(i=0,a=0;i<f.length;i++)o=f[i],d.hasOwnProperty(o)?a++:(n.push({command:Ht.removeLayer,args:[o]}),v.splice(v.indexOf(o,a),1));for(i=0,a=0;i<h.length;i++)o=h[h.length-1-i],v[v.length-1-i]!==o&&(p.hasOwnProperty(o)?(n.push({command:Ht.removeLayer,args:[o]}),v.splice(v.lastIndexOf(o,v.length-a),1)):a++,u=v[v.length-i],n.push({command:Ht.addLayer,args:[d[o],u]}),v.splice(v.length-i,0,o),g[o]=!0);for(i=0;i<h.length;i++)if(s=p[o=h[i]],l=d[o],!g[o]&&!t.deepEqual(s,l))if(t.deepEqual(s.source,l.source)&&t.deepEqual(s[\"source-layer\"],l[\"source-layer\"])&&t.deepEqual(s.type,l.type)){for(c in Wt(s.layout,l.layout,n,o,null,Ht.setLayoutProperty),Wt(s.paint,l.paint,n,o,null,Ht.setPaintProperty),t.deepEqual(s.filter,l.filter)||n.push({command:Ht.setFilter,args:[o,l.filter]}),t.deepEqual(s.minzoom,l.minzoom)&&t.deepEqual(s.maxzoom,l.maxzoom)||n.push({command:Ht.setLayerZoomRange,args:[o,l.minzoom,l.maxzoom]}),s)s.hasOwnProperty(c)&&\"layout\"!==c&&\"paint\"!==c&&\"filter\"!==c&&\"metadata\"!==c&&\"minzoom\"!==c&&\"maxzoom\"!==c&&(0===c.indexOf(\"paint.\")?Wt(s[c],l[c],n,o,c.slice(6),Ht.setPaintProperty):t.deepEqual(s[c],l[c])||n.push({command:Ht.setLayerProperty,args:[o,c,l[c]]}));for(c in l)l.hasOwnProperty(c)&&!s.hasOwnProperty(c)&&\"layout\"!==c&&\"paint\"!==c&&\"filter\"!==c&&\"metadata\"!==c&&\"minzoom\"!==c&&\"maxzoom\"!==c&&(0===c.indexOf(\"paint.\")?Wt(s[c],l[c],n,o,c.slice(6),Ht.setPaintProperty):t.deepEqual(s[c],l[c])||n.push({command:Ht.setLayerProperty,args:[o,c,l[c]]}))}else n.push({command:Ht.removeLayer,args:[o]}),u=v[v.lastIndexOf(o)+1],n.push({command:Ht.addLayer,args:[l,u]})}(o,r.layers,n)}catch(t){console.warn(\"Unable to compute style diff:\",t),n=[{command:Ht.setStyle,args:[r]}]}return n}var $t=function(t,e){this.reset(t,e)};$t.prototype.reset=function(t,e){this.points=t||[],this._distances=[0];for(var r=1;r<this.points.length;r++)this._distances[r]=this._distances[r-1]+this.points[r].dist(this.points[r-1]);this.length=this._distances[this._distances.length-1],this.padding=Math.min(e||0,.5*this.length),this.paddedLength=this.length-2*this.padding},$t.prototype.lerp=function(e){if(1===this.points.length)return this.points[0];e=t.clamp(e,0,1);for(var r=1,n=this._distances[r],i=e*this.paddedLength+this.padding;n<i&&r<this._distances.length;)n=this._distances[++r];var a=r-1,o=this._distances[a],s=n-o,l=s>0?(i-o)/s:0;return this.points[a].mult(1-l).add(this.points[r].mult(l))};var Qt=function(t,e,r){var n=this.boxCells=[],i=this.circleCells=[];this.xCellCount=Math.ceil(t/r),this.yCellCount=Math.ceil(e/r);for(var a=0;a<this.xCellCount*this.yCellCount;a++)n.push([]),i.push([]);this.circleKeys=[],this.boxKeys=[],this.bboxes=[],this.circles=[],this.width=t,this.height=e,this.xScale=this.xCellCount/t,this.yScale=this.yCellCount/e,this.boxUid=0,this.circleUid=0};function te(e,r,n,i,a){var o=t.create();return r?(t.scale(o,o,[1/a,1/a,1]),n||t.rotateZ(o,o,i.angle)):t.multiply(o,i.labelPlaneMatrix,e),o}function ee(e,r,n,i,a){if(r){var o=t.clone(e);return t.scale(o,o,[a,a,1]),n||t.rotateZ(o,o,-i.angle),o}return i.glCoordMatrix}function re(e,r){var n=[e.x,e.y,0,1];pe(n,n,r);var i=n[3];return{point:new t.Point(n[0]/i,n[1]/i),signedDistanceFromCamera:i}}function ne(t,e){return.5+t/e*.5}function ie(t,e){var r=t[0]/t[3],n=t[1]/t[3];return r>=-e[0]&&r<=e[0]&&n>=-e[1]&&n<=e[1]}function ae(e,r,n,i,a,o,s,l){var u=i?e.textSizeData:e.iconSizeData,c=t.evaluateSizeForZoom(u,n.transform.zoom),f=[256/n.width*2+1,256/n.height*2+1],h=i?e.text.dynamicLayoutVertexArray:e.icon.dynamicLayoutVertexArray;h.clear();for(var p=e.lineVertexArray,d=i?e.text.placedSymbolArray:e.icon.placedSymbolArray,v=n.transform.width/n.transform.height,g=!1,y=0;y<d.length;y++){var m=d.get(y);if(m.hidden||m.writingMode===t.WritingMode.vertical&&!g)he(m.numGlyphs,h);else{g=!1;var x=[m.anchorX,m.anchorY,0,1];if(t.transformMat4(x,x,r),ie(x,f)){var b=x[3],_=ne(n.transform.cameraToCenterDistance,b),w=t.evaluateSizeForFeature(u,c,m),T=s?w/_:w*_,k=new t.Point(m.anchorX,m.anchorY),A=re(k,a).point,M={},S=le(m,T,!1,l,r,a,o,e.glyphOffsetArray,p,h,A,k,M,v);g=S.useVertical,(S.notEnoughRoom||g||S.needsFlipping&&le(m,T,!0,l,r,a,o,e.glyphOffsetArray,p,h,A,k,M,v).notEnoughRoom)&&he(m.numGlyphs,h)}else he(m.numGlyphs,h)}}i?e.text.dynamicLayoutVertexBuffer.updateData(h):e.icon.dynamicLayoutVertexBuffer.updateData(h)}function oe(t,e,r,n,i,a,o,s,l,u,c){var f=s.glyphStartIndex+s.numGlyphs,h=s.lineStartIndex,p=s.lineStartIndex+s.lineLength,d=e.getoffsetX(s.glyphStartIndex),v=e.getoffsetX(f-1),g=ce(t*d,r,n,i,a,o,s.segment,h,p,l,u,c);if(!g)return null;var y=ce(t*v,r,n,i,a,o,s.segment,h,p,l,u,c);return y?{first:g,last:y}:null}function se(e,r,n,i){return e===t.WritingMode.horizontal&&Math.abs(n.y-r.y)>Math.abs(n.x-r.x)*i?{useVertical:!0}:(e===t.WritingMode.vertical?r.y<n.y:r.x>n.x)?{needsFlipping:!0}:null}function le(e,r,n,i,a,o,s,l,u,c,f,h,p,d){var v,g=r/24,y=e.lineOffsetX*g,m=e.lineOffsetY*g;if(e.numGlyphs>1){var x=e.glyphStartIndex+e.numGlyphs,b=e.lineStartIndex,_=e.lineStartIndex+e.lineLength,w=oe(g,l,y,m,n,f,h,e,u,o,p);if(!w)return{notEnoughRoom:!0};var T=re(w.first.point,s).point,k=re(w.last.point,s).point;if(i&&!n){var A=se(e.writingMode,T,k,d);if(A)return A}v=[w.first];for(var M=e.glyphStartIndex+1;M<x-1;M++)v.push(ce(g*l.getoffsetX(M),y,m,n,f,h,e.segment,b,_,u,o,p));v.push(w.last)}else{if(i&&!n){var S=re(h,a).point,E=e.lineStartIndex+e.segment+1,L=new t.Point(u.getx(E),u.gety(E)),C=re(L,a),P=C.signedDistanceFromCamera>0?C.point:ue(h,L,S,1,a),O=se(e.writingMode,S,P,d);if(O)return O}var I=ce(g*l.getoffsetX(e.glyphStartIndex),y,m,n,f,h,e.segment,e.lineStartIndex,e.lineStartIndex+e.lineLength,u,o,p);if(!I)return{notEnoughRoom:!0};v=[I]}for(var D=0,z=v;D<z.length;D+=1){var R=z[D];t.addDynamicAttributes(c,R.point,R.angle)}return{}}function ue(t,e,r,n,i){var a=re(t.add(t.sub(e)._unit()),i).point,o=r.sub(a);return r.add(o._mult(n/o.mag()))}function ce(e,r,n,i,a,o,s,l,u,c,f,h){var p=i?e-r:e+r,d=p>0?1:-1,v=0;i&&(d*=-1,v=Math.PI),d<0&&(v+=Math.PI);for(var g=d>0?l+s:l+s+1,y=a,m=a,x=0,b=0,_=Math.abs(p),w=[];x+b<=_;){if((g+=d)<l||g>=u)return null;if(m=y,w.push(y),void 0===(y=h[g])){var T=new t.Point(c.getx(g),c.gety(g)),k=re(T,f);if(k.signedDistanceFromCamera>0)y=h[g]=k.point;else{var A=g-d;y=ue(0===x?o:new t.Point(c.getx(A),c.gety(A)),T,m,_-x+1,f)}}x+=b,b=m.dist(y)}var M=(_-x)/b,S=y.sub(m),E=S.mult(M)._add(m);E._add(S._unit()._perp()._mult(n*d));var L=v+Math.atan2(y.y-m.y,y.x-m.x);return w.push(E),{point:E,angle:L,path:w}}Qt.prototype.keysLength=function(){return this.boxKeys.length+this.circleKeys.length},Qt.prototype.insert=function(t,e,r,n,i){this._forEachCell(e,r,n,i,this._insertBoxCell,this.boxUid++),this.boxKeys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(i)},Qt.prototype.insertCircle=function(t,e,r,n){this._forEachCell(e-n,r-n,e+n,r+n,this._insertCircleCell,this.circleUid++),this.circleKeys.push(t),this.circles.push(e),this.circles.push(r),this.circles.push(n)},Qt.prototype._insertBoxCell=function(t,e,r,n,i,a){this.boxCells[i].push(a)},Qt.prototype._insertCircleCell=function(t,e,r,n,i,a){this.circleCells[i].push(a)},Qt.prototype._query=function(t,e,r,n,i,a){if(r<0||t>this.width||n<0||e>this.height)return!i&&[];var o=[];if(t<=0&&e<=0&&this.width<=r&&this.height<=n){if(i)return!0;for(var s=0;s<this.boxKeys.length;s++)o.push({key:this.boxKeys[s],x1:this.bboxes[4*s],y1:this.bboxes[4*s+1],x2:this.bboxes[4*s+2],y2:this.bboxes[4*s+3]});for(var l=0;l<this.circleKeys.length;l++){var u=this.circles[3*l],c=this.circles[3*l+1],f=this.circles[3*l+2];o.push({key:this.circleKeys[l],x1:u-f,y1:c-f,x2:u+f,y2:c+f})}return a?o.filter(a):o}var h={hitTest:i,seenUids:{box:{},circle:{}}};return this._forEachCell(t,e,r,n,this._queryCell,o,h,a),i?o.length>0:o},Qt.prototype._queryCircle=function(t,e,r,n,i){var a=t-r,o=t+r,s=e-r,l=e+r;if(o<0||a>this.width||l<0||s>this.height)return!n&&[];var u=[],c={hitTest:n,circle:{x:t,y:e,radius:r},seenUids:{box:{},circle:{}}};return this._forEachCell(a,s,o,l,this._queryCellCircle,u,c,i),n?u.length>0:u},Qt.prototype.query=function(t,e,r,n,i){return this._query(t,e,r,n,!1,i)},Qt.prototype.hitTest=function(t,e,r,n,i){return this._query(t,e,r,n,!0,i)},Qt.prototype.hitTestCircle=function(t,e,r,n){return this._queryCircle(t,e,r,!0,n)},Qt.prototype._queryCell=function(t,e,r,n,i,a,o,s){var l=o.seenUids,u=this.boxCells[i];if(null!==u)for(var c=this.bboxes,f=0,h=u;f<h.length;f+=1){var p=h[f];if(!l.box[p]){l.box[p]=!0;var d=4*p;if(t<=c[d+2]&&e<=c[d+3]&&r>=c[d+0]&&n>=c[d+1]&&(!s||s(this.boxKeys[p]))){if(o.hitTest)return a.push(!0),!0;a.push({key:this.boxKeys[p],x1:c[d],y1:c[d+1],x2:c[d+2],y2:c[d+3]})}}}var v=this.circleCells[i];if(null!==v)for(var g=this.circles,y=0,m=v;y<m.length;y+=1){var x=m[y];if(!l.circle[x]){l.circle[x]=!0;var b=3*x;if(this._circleAndRectCollide(g[b],g[b+1],g[b+2],t,e,r,n)&&(!s||s(this.circleKeys[x]))){if(o.hitTest)return a.push(!0),!0;var _=g[b],w=g[b+1],T=g[b+2];a.push({key:this.circleKeys[x],x1:_-T,y1:w-T,x2:_+T,y2:w+T})}}}},Qt.prototype._queryCellCircle=function(t,e,r,n,i,a,o,s){var l=o.circle,u=o.seenUids,c=this.boxCells[i];if(null!==c)for(var f=this.bboxes,h=0,p=c;h<p.length;h+=1){var d=p[h];if(!u.box[d]){u.box[d]=!0;var v=4*d;if(this._circleAndRectCollide(l.x,l.y,l.radius,f[v+0],f[v+1],f[v+2],f[v+3])&&(!s||s(this.boxKeys[d])))return a.push(!0),!0}}var g=this.circleCells[i];if(null!==g)for(var y=this.circles,m=0,x=g;m<x.length;m+=1){var b=x[m];if(!u.circle[b]){u.circle[b]=!0;var _=3*b;if(this._circlesCollide(y[_],y[_+1],y[_+2],l.x,l.y,l.radius)&&(!s||s(this.circleKeys[b])))return a.push(!0),!0}}},Qt.prototype._forEachCell=function(t,e,r,n,i,a,o,s){for(var l=this._convertToXCellCoord(t),u=this._convertToYCellCoord(e),c=this._convertToXCellCoord(r),f=this._convertToYCellCoord(n),h=l;h<=c;h++)for(var p=u;p<=f;p++){var d=this.xCellCount*p+h;if(i.call(this,t,e,r,n,d,a,o,s))return}},Qt.prototype._convertToXCellCoord=function(t){return Math.max(0,Math.min(this.xCellCount-1,Math.floor(t*this.xScale)))},Qt.prototype._convertToYCellCoord=function(t){return Math.max(0,Math.min(this.yCellCount-1,Math.floor(t*this.yScale)))},Qt.prototype._circlesCollide=function(t,e,r,n,i,a){var o=n-t,s=i-e,l=r+a;return l*l>o*o+s*s},Qt.prototype._circleAndRectCollide=function(t,e,r,n,i,a,o){var s=(a-n)/2,l=Math.abs(t-(n+s));if(l>s+r)return!1;var u=(o-i)/2,c=Math.abs(e-(i+u));if(c>u+r)return!1;if(l<=s||c<=u)return!0;var f=l-s,h=c-u;return f*f+h*h<=r*r};var fe=new Float32Array([-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0]);function he(t,e){for(var r=0;r<t;r++){var n=e.length;e.resize(n+4),e.float32.set(fe,3*n)}}function pe(t,e,r){var n=e[0],i=e[1];return t[0]=r[0]*n+r[4]*i+r[12],t[1]=r[1]*n+r[5]*i+r[13],t[3]=r[3]*n+r[7]*i+r[15],t}var de=100,ve=function(t,e,r){void 0===e&&(e=new Qt(t.width+200,t.height+200,25)),void 0===r&&(r=new Qt(t.width+200,t.height+200,25)),this.transform=t,this.grid=e,this.ignoredGrid=r,this.pitchfactor=Math.cos(t._pitch)*t.cameraToCenterDistance,this.screenRightBoundary=t.width+de,this.screenBottomBoundary=t.height+de,this.gridRightBoundary=t.width+200,this.gridBottomBoundary=t.height+200};function ge(e,r,n){return r*(t.EXTENT/(e.tileSize*Math.pow(2,n-e.tileID.overscaledZ)))}ve.prototype.placeCollisionBox=function(t,e,r,n,i){var a=this.projectAndGetPerspectiveRatio(n,t.anchorPointX,t.anchorPointY),o=r*a.perspectiveRatio,s=t.x1*o+a.point.x,l=t.y1*o+a.point.y,u=t.x2*o+a.point.x,c=t.y2*o+a.point.y;return!this.isInsideGrid(s,l,u,c)||!e&&this.grid.hitTest(s,l,u,c,i)?{box:[],offscreen:!1}:{box:[s,l,u,c],offscreen:this.isOffscreen(s,l,u,c)}},ve.prototype.placeCollisionCircles=function(e,r,n,i,a,o,s,l,u,c,f,h,p){var d=[],v=new t.Point(r.anchorX,r.anchorY),g=re(v,o),y=ne(this.transform.cameraToCenterDistance,g.signedDistanceFromCamera),m=(c?a/y:a*y)/t.ONE_EM,x=re(v,s).point,b=oe(m,i,r.lineOffsetX*m,r.lineOffsetY*m,!1,x,v,r,n,s,{}),_=!1,w=!1,T=!0;if(b){for(var k=.5*h*y+p,A=new t.Point(-100,-100),M=new t.Point(this.screenRightBoundary,this.screenBottomBoundary),S=new $t,E=b.first,L=b.last,C=[],P=E.path.length-1;P>=1;P--)C.push(E.path[P]);for(var O=1;O<L.path.length;O++)C.push(L.path[O]);var I=2.5*k;if(l){var D=C.map((function(t){return re(t,l)}));C=D.some((function(t){return t.signedDistanceFromCamera<=0}))?[]:D.map((function(t){return t.point}))}var z=[];if(C.length>0){for(var R=C[0].clone(),F=C[0].clone(),B=1;B<C.length;B++)R.x=Math.min(R.x,C[B].x),R.y=Math.min(R.y,C[B].y),F.x=Math.max(F.x,C[B].x),F.y=Math.max(F.y,C[B].y);z=R.x>=A.x&&F.x<=M.x&&R.y>=A.y&&F.y<=M.y?[C]:F.x<A.x||R.x>M.x||F.y<A.y||R.y>M.y?[]:t.clipLine([C],A.x,A.y,M.x,M.y)}for(var N=0,j=z;N<j.length;N+=1){var U=j[N];S.reset(U,.25*k);var V;V=S.length<=.5*k?1:Math.ceil(S.paddedLength/I)+1;for(var H=0;H<V;H++){var q=H/Math.max(V-1,1),G=S.lerp(q),Z=G.x+de,Y=G.y+de;d.push(Z,Y,k,0);var W=Z-k,X=Y-k,J=Z+k,K=Y+k;if(T=T&&this.isOffscreen(W,X,J,K),w=w||this.isInsideGrid(W,X,J,K),!e&&this.grid.hitTestCircle(Z,Y,k,f)&&(_=!0,!u))return{circles:[],offscreen:!1,collisionDetected:_}}}}return{circles:!u&&_||!w?[]:d,offscreen:T,collisionDetected:_}},ve.prototype.queryRenderedSymbols=function(e){if(0===e.length||0===this.grid.keysLength()&&0===this.ignoredGrid.keysLength())return{};for(var r=[],n=1/0,i=1/0,a=-1/0,o=-1/0,s=0,l=e;s<l.length;s+=1){var u=l[s],c=new t.Point(u.x+de,u.y+de);n=Math.min(n,c.x),i=Math.min(i,c.y),a=Math.max(a,c.x),o=Math.max(o,c.y),r.push(c)}for(var f={},h={},p=0,d=this.grid.query(n,i,a,o).concat(this.ignoredGrid.query(n,i,a,o));p<d.length;p+=1){var v=d[p],g=v.key;if(void 0===f[g.bucketInstanceId]&&(f[g.bucketInstanceId]={}),!f[g.bucketInstanceId][g.featureIndex]){var y=[new t.Point(v.x1,v.y1),new t.Point(v.x2,v.y1),new t.Point(v.x2,v.y2),new t.Point(v.x1,v.y2)];t.polygonIntersectsPolygon(r,y)&&(f[g.bucketInstanceId][g.featureIndex]=!0,void 0===h[g.bucketInstanceId]&&(h[g.bucketInstanceId]=[]),h[g.bucketInstanceId].push(g.featureIndex))}}return h},ve.prototype.insertCollisionBox=function(t,e,r,n,i){var a={bucketInstanceId:r,featureIndex:n,collisionGroupID:i};(e?this.ignoredGrid:this.grid).insert(a,t[0],t[1],t[2],t[3])},ve.prototype.insertCollisionCircles=function(t,e,r,n,i){for(var a=e?this.ignoredGrid:this.grid,o={bucketInstanceId:r,featureIndex:n,collisionGroupID:i},s=0;s<t.length;s+=4)a.insertCircle(o,t[s],t[s+1],t[s+2])},ve.prototype.projectAndGetPerspectiveRatio=function(e,r,n){var i=[r,n,0,1];return pe(i,i,e),{point:new t.Point((i[0]/i[3]+1)/2*this.transform.width+de,(-i[1]/i[3]+1)/2*this.transform.height+de),perspectiveRatio:.5+this.transform.cameraToCenterDistance/i[3]*.5}},ve.prototype.isOffscreen=function(t,e,r,n){return r<de||t>=this.screenRightBoundary||n<de||e>this.screenBottomBoundary},ve.prototype.isInsideGrid=function(t,e,r,n){return r>=0&&t<this.gridRightBoundary&&n>=0&&e<this.gridBottomBoundary},ve.prototype.getViewportMatrix=function(){var e=t.identity([]);return t.translate(e,e,[-100,-100,0]),e};var ye=function(t,e,r,n){this.opacity=t?Math.max(0,Math.min(1,t.opacity+(t.placed?e:-e))):n&&r?1:0,this.placed=r};ye.prototype.isHidden=function(){return 0===this.opacity&&!this.placed};var me=function(t,e,r,n,i){this.text=new ye(t?t.text:null,e,r,i),this.icon=new ye(t?t.icon:null,e,n,i)};me.prototype.isHidden=function(){return this.text.isHidden()&&this.icon.isHidden()};var xe=function(t,e,r){this.text=t,this.icon=e,this.skipFade=r},be=function(){this.invProjMatrix=t.create(),this.viewportMatrix=t.create(),this.circles=[]},_e=function(t,e,r,n,i){this.bucketInstanceId=t,this.featureIndex=e,this.sourceLayerIndex=r,this.bucketIndex=n,this.tileID=i},we=function(t){this.crossSourceCollisions=t,this.maxGroupID=0,this.collisionGroups={}};function Te(e,r,n,i,a){var o=t.getAnchorAlignment(e),s=-(o.horizontalAlign-.5)*r,l=-(o.verticalAlign-.5)*n,u=t.evaluateVariableOffset(e,i);return new t.Point(s+u[0]*a,l+u[1]*a)}function ke(e,r,n,i,a,o){var s=e.x1,l=e.x2,u=e.y1,c=e.y2,f=e.anchorPointX,h=e.anchorPointY,p=new t.Point(r,n);return i&&p._rotate(a?o:-o),{x1:s+p.x,y1:u+p.y,x2:l+p.x,y2:c+p.y,anchorPointX:f,anchorPointY:h}}we.prototype.get=function(t){if(this.crossSourceCollisions)return{ID:0,predicate:null};if(!this.collisionGroups[t]){var e=++this.maxGroupID;this.collisionGroups[t]={ID:e,predicate:function(t){return t.collisionGroupID===e}}}return this.collisionGroups[t]};var Ae=function(t,e,r,n){this.transform=t.clone(),this.collisionIndex=new ve(this.transform),this.placements={},this.opacities={},this.variableOffsets={},this.stale=!1,this.commitTime=0,this.fadeDuration=e,this.retainedQueryData={},this.collisionGroups=new we(r),this.collisionCircleArrays={},this.prevPlacement=n,n&&(n.prevPlacement=void 0),this.placedOrientations={}};function Me(t,e,r,n,i){t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0)}Ae.prototype.getBucketParts=function(e,r,n,i){var a=n.getBucket(r),o=n.latestFeatureIndex;if(a&&o&&r.id===a.layerIds[0]){var s=n.collisionBoxArray,l=a.layers[0].layout,u=Math.pow(2,this.transform.zoom-n.tileID.overscaledZ),c=n.tileSize/t.EXTENT,f=this.transform.calculatePosMatrix(n.tileID.toUnwrapped()),h=\"map\"===l.get(\"text-pitch-alignment\"),p=\"map\"===l.get(\"text-rotation-alignment\"),d=ge(n,1,this.transform.zoom),v=te(f,h,p,this.transform,d),g=null;if(h){var y=ee(f,h,p,this.transform,d);g=t.multiply([],this.transform.labelPlaneMatrix,y)}this.retainedQueryData[a.bucketInstanceId]=new _e(a.bucketInstanceId,o,a.sourceLayerIndex,a.index,n.tileID);var m={bucket:a,layout:l,posMatrix:f,textLabelPlaneMatrix:v,labelToScreenMatrix:g,scale:u,textPixelRatio:c,holdingForFade:n.holdingForFade(),collisionBoxArray:s,partiallyEvaluatedTextSize:t.evaluateSizeForZoom(a.textSizeData,this.transform.zoom),collisionGroup:this.collisionGroups.get(a.sourceID)};if(i)for(var x=0,b=a.sortKeyRanges;x<b.length;x+=1){var _=b[x],w=_.sortKey,T=_.symbolInstanceStart,k=_.symbolInstanceEnd;e.push({sortKey:w,symbolInstanceStart:T,symbolInstanceEnd:k,parameters:m})}else e.push({symbolInstanceStart:0,symbolInstanceEnd:a.symbolInstances.length,parameters:m})}},Ae.prototype.attemptAnchorPlacement=function(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d){var v,g=[f.textOffset0,f.textOffset1],y=Te(t,r,n,g,i),m=this.collisionIndex.placeCollisionBox(ke(e,y.x,y.y,a,o,this.transform.angle),c,s,l,u.predicate);if(!d||0!==this.collisionIndex.placeCollisionBox(ke(d,y.x,y.y,a,o,this.transform.angle),c,s,l,u.predicate).box.length)return m.box.length>0?(this.prevPlacement&&this.prevPlacement.variableOffsets[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID].text&&(v=this.prevPlacement.variableOffsets[f.crossTileID].anchor),this.variableOffsets[f.crossTileID]={textOffset:g,width:r,height:n,anchor:t,textBoxScale:i,prevAnchor:v},this.markUsedJustification(h,t,f,p),h.allowVerticalPlacement&&(this.markUsedOrientation(h,p,f),this.placedOrientations[f.crossTileID]=p),{shift:y,placedGlyphBoxes:m}):void 0},Ae.prototype.placeLayerBucketPart=function(e,r,n){var i=this,a=e.parameters,o=a.bucket,s=a.layout,l=a.posMatrix,u=a.textLabelPlaneMatrix,c=a.labelToScreenMatrix,f=a.textPixelRatio,h=a.holdingForFade,p=a.collisionBoxArray,d=a.partiallyEvaluatedTextSize,v=a.collisionGroup,g=s.get(\"text-optional\"),y=s.get(\"icon-optional\"),m=s.get(\"text-allow-overlap\"),x=s.get(\"icon-allow-overlap\"),b=\"map\"===s.get(\"text-rotation-alignment\"),_=\"map\"===s.get(\"text-pitch-alignment\"),w=\"none\"!==s.get(\"icon-text-fit\"),T=\"viewport-y\"===s.get(\"symbol-z-order\"),k=m&&(x||!o.hasIconData()||y),A=x&&(m||!o.hasTextData()||g);!o.collisionArrays&&p&&o.deserializeCollisionBoxes(p);var M=function(e,a){if(!r[e.crossTileID])if(h)i.placements[e.crossTileID]=new xe(!1,!1,!1);else{var p,T=!1,M=!1,S=!0,E=null,L={box:null,offscreen:null},C={box:null,offscreen:null},P=null,O=null,I=0,D=0,z=0;a.textFeatureIndex?I=a.textFeatureIndex:e.useRuntimeCollisionCircles&&(I=e.featureIndex),a.verticalTextFeatureIndex&&(D=a.verticalTextFeatureIndex);var R=a.textBox;if(R){var F=function(r){var n=t.WritingMode.horizontal;if(o.allowVerticalPlacement&&!r&&i.prevPlacement){var a=i.prevPlacement.placedOrientations[e.crossTileID];a&&(i.placedOrientations[e.crossTileID]=a,n=a,i.markUsedOrientation(o,n,e))}return n},B=function(r,n){if(o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&a.verticalTextBox)for(var i=0,s=o.writingModes;i<s.length&&(s[i]===t.WritingMode.vertical?(L=n(),C=L):L=r(),!(L&&L.box&&L.box.length));i+=1);else L=r()};if(s.get(\"text-variable-anchor\")){var N=s.get(\"text-variable-anchor\");if(i.prevPlacement&&i.prevPlacement.variableOffsets[e.crossTileID]){var j=i.prevPlacement.variableOffsets[e.crossTileID];N.indexOf(j.anchor)>0&&(N=N.filter((function(t){return t!==j.anchor}))).unshift(j.anchor)}var U=function(t,r,n){for(var a=t.x2-t.x1,s=t.y2-t.y1,u=e.textBoxScale,c=w&&!x?r:null,h={box:[],offscreen:!1},p=m?2*N.length:N.length,d=0;d<p;++d){var g=N[d%N.length],y=d>=N.length,k=i.attemptAnchorPlacement(g,t,a,s,u,b,_,f,l,v,y,e,o,n,c);if(k&&(h=k.placedGlyphBoxes)&&h.box&&h.box.length){T=!0,E=k.shift;break}}return h};B((function(){return U(R,a.iconBox,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox,n=L&&L.box&&L.box.length;return o.allowVerticalPlacement&&!n&&e.numVerticalGlyphVertices>0&&r?U(r,a.verticalIconBox,t.WritingMode.vertical):{box:null,offscreen:null}})),L&&(T=L.box,S=L.offscreen);var V=F(L&&L.box);if(!T&&i.prevPlacement){var H=i.prevPlacement.variableOffsets[e.crossTileID];H&&(i.variableOffsets[e.crossTileID]=H,i.markUsedJustification(o,H.anchor,e,V))}}else{var q=function(t,r){var n=i.collisionIndex.placeCollisionBox(t,m,f,l,v.predicate);return n&&n.box&&n.box.length&&(i.markUsedOrientation(o,r,e),i.placedOrientations[e.crossTileID]=r),n};B((function(){return q(R,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox;return o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&r?q(r,t.WritingMode.vertical):{box:null,offscreen:null}})),F(L&&L.box&&L.box.length)}}if(T=(p=L)&&p.box&&p.box.length>0,S=p&&p.offscreen,e.useRuntimeCollisionCircles){var G=o.text.placedSymbolArray.get(e.centerJustifiedTextSymbolIndex),Z=t.evaluateSizeForFeature(o.textSizeData,d,G),Y=s.get(\"text-padding\"),W=e.collisionCircleDiameter;P=i.collisionIndex.placeCollisionCircles(m,G,o.lineVertexArray,o.glyphOffsetArray,Z,l,u,c,n,_,v.predicate,W,Y),T=m||P.circles.length>0&&!P.collisionDetected,S=S&&P.offscreen}if(a.iconFeatureIndex&&(z=a.iconFeatureIndex),a.iconBox){var X=function(t){var e=w&&E?ke(t,E.x,E.y,b,_,i.transform.angle):t;return i.collisionIndex.placeCollisionBox(e,x,f,l,v.predicate)};M=C&&C.box&&C.box.length&&a.verticalIconBox?(O=X(a.verticalIconBox)).box.length>0:(O=X(a.iconBox)).box.length>0,S=S&&O.offscreen}var J=g||0===e.numHorizontalGlyphVertices&&0===e.numVerticalGlyphVertices,K=y||0===e.numIconVertices;if(J||K?K?J||(M=M&&T):T=M&&T:M=T=M&&T,T&&p&&p.box&&(C&&C.box&&D?i.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,D,v.ID):i.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,I,v.ID)),M&&O&&i.collisionIndex.insertCollisionBox(O.box,s.get(\"icon-ignore-placement\"),o.bucketInstanceId,z,v.ID),P&&(T&&i.collisionIndex.insertCollisionCircles(P.circles,s.get(\"text-ignore-placement\"),o.bucketInstanceId,I,v.ID),n)){var $=o.bucketInstanceId,Q=i.collisionCircleArrays[$];void 0===Q&&(Q=i.collisionCircleArrays[$]=new be);for(var tt=0;tt<P.circles.length;tt+=4)Q.circles.push(P.circles[tt+0]),Q.circles.push(P.circles[tt+1]),Q.circles.push(P.circles[tt+2]),Q.circles.push(P.collisionDetected?1:0)}i.placements[e.crossTileID]=new xe(T||k,M||A,S||o.justReloaded),r[e.crossTileID]=!0}};if(T)for(var S=o.getSortedSymbolIndexes(this.transform.angle),E=S.length-1;E>=0;--E){var L=S[E];M(o.symbolInstances.get(L),o.collisionArrays[L])}else for(var C=e.symbolInstanceStart;C<e.symbolInstanceEnd;C++)M(o.symbolInstances.get(C),o.collisionArrays[C]);if(n&&o.bucketInstanceId in this.collisionCircleArrays){var P=this.collisionCircleArrays[o.bucketInstanceId];t.invert(P.invProjMatrix,l),P.viewportMatrix=this.collisionIndex.getViewportMatrix()}o.justReloaded=!1},Ae.prototype.markUsedJustification=function(e,r,n,i){var a,o={left:n.leftJustifiedTextSymbolIndex,center:n.centerJustifiedTextSymbolIndex,right:n.rightJustifiedTextSymbolIndex};a=i===t.WritingMode.vertical?n.verticalPlacedTextSymbolIndex:o[t.getAnchorJustification(r)];for(var s=0,l=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex,n.verticalPlacedTextSymbolIndex];s<l.length;s+=1){var u=l[s];u>=0&&(e.text.placedSymbolArray.get(u).crossTileID=a>=0&&u!==a?0:n.crossTileID)}},Ae.prototype.markUsedOrientation=function(e,r,n){for(var i=r===t.WritingMode.horizontal||r===t.WritingMode.horizontalOnly?r:0,a=r===t.WritingMode.vertical?r:0,o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex];o<s.length;o+=1){var l=s[o];e.text.placedSymbolArray.get(l).placedOrientation=i}n.verticalPlacedTextSymbolIndex&&(e.text.placedSymbolArray.get(n.verticalPlacedTextSymbolIndex).placedOrientation=a)},Ae.prototype.commit=function(t){this.commitTime=t,this.zoomAtLastRecencyCheck=this.transform.zoom;var e=this.prevPlacement,r=!1;this.prevZoomAdjustment=e?e.zoomAdjustment(this.transform.zoom):0;var n=e?e.symbolFadeChange(t):1,i=e?e.opacities:{},a=e?e.variableOffsets:{},o=e?e.placedOrientations:{};for(var s in this.placements){var l=this.placements[s],u=i[s];u?(this.opacities[s]=new me(u,n,l.text,l.icon),r=r||l.text!==u.text.placed||l.icon!==u.icon.placed):(this.opacities[s]=new me(null,n,l.text,l.icon,l.skipFade),r=r||l.text||l.icon)}for(var c in i){var f=i[c];if(!this.opacities[c]){var h=new me(f,n,!1,!1);h.isHidden()||(this.opacities[c]=h,r=r||f.text.placed||f.icon.placed)}}for(var p in a)this.variableOffsets[p]||!this.opacities[p]||this.opacities[p].isHidden()||(this.variableOffsets[p]=a[p]);for(var d in o)this.placedOrientations[d]||!this.opacities[d]||this.opacities[d].isHidden()||(this.placedOrientations[d]=o[d]);r?this.lastPlacementChangeTime=t:\"number\"!=typeof this.lastPlacementChangeTime&&(this.lastPlacementChangeTime=e?e.lastPlacementChangeTime:t)},Ae.prototype.updateLayerOpacities=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1){var a=i[n],o=a.getBucket(t);o&&a.latestFeatureIndex&&t.id===o.layerIds[0]&&this.updateBucketOpacities(o,r,a.collisionBoxArray)}},Ae.prototype.updateBucketOpacities=function(e,r,n){var i=this;e.hasTextData()&&e.text.opacityVertexArray.clear(),e.hasIconData()&&e.icon.opacityVertexArray.clear(),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexArray.clear(),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexArray.clear();var a=e.layers[0].layout,o=new me(null,0,!1,!1,!0),s=a.get(\"text-allow-overlap\"),l=a.get(\"icon-allow-overlap\"),u=a.get(\"text-variable-anchor\"),c=\"map\"===a.get(\"text-rotation-alignment\"),f=\"map\"===a.get(\"text-pitch-alignment\"),h=\"none\"!==a.get(\"icon-text-fit\"),p=new me(null,0,s&&(l||!e.hasIconData()||a.get(\"icon-optional\")),l&&(s||!e.hasTextData()||a.get(\"text-optional\")),!0);!e.collisionArrays&&n&&(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData())&&e.deserializeCollisionBoxes(n);for(var d=function(t,e,r){for(var n=0;n<e/4;n++)t.opacityVertexArray.emplaceBack(r)},v=function(n){var a=e.symbolInstances.get(n),s=a.numHorizontalGlyphVertices,l=a.numVerticalGlyphVertices,v=a.crossTileID,g=r[v],y=i.opacities[v];g?y=o:y||(y=p,i.opacities[v]=y),r[v]=!0;var m=s>0||l>0,x=a.numIconVertices>0,b=i.placedOrientations[a.crossTileID],_=b===t.WritingMode.vertical,w=b===t.WritingMode.horizontal||b===t.WritingMode.horizontalOnly;if(m){var T=De(y.text),k=_?ze:T;d(e.text,s,k);var A=w?ze:T;d(e.text,l,A);var M=y.text.isHidden();[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t){t>=0&&(e.text.placedSymbolArray.get(t).hidden=M||_?1:0)})),a.verticalPlacedTextSymbolIndex>=0&&(e.text.placedSymbolArray.get(a.verticalPlacedTextSymbolIndex).hidden=M||w?1:0);var S=i.variableOffsets[a.crossTileID];S&&i.markUsedJustification(e,S.anchor,a,b);var E=i.placedOrientations[a.crossTileID];E&&(i.markUsedJustification(e,\"left\",a,E),i.markUsedOrientation(e,E,a))}if(x){var L=De(y.icon),C=!(h&&a.verticalPlacedIconSymbolIndex&&_);if(a.placedIconSymbolIndex>=0){var P=C?L:ze;d(e.icon,a.numIconVertices,P),e.icon.placedSymbolArray.get(a.placedIconSymbolIndex).hidden=y.icon.isHidden()}if(a.verticalPlacedIconSymbolIndex>=0){var O=C?ze:L;d(e.icon,a.numVerticalIconVertices,O),e.icon.placedSymbolArray.get(a.verticalPlacedIconSymbolIndex).hidden=y.icon.isHidden()}}if(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData()){var I=e.collisionArrays[n];if(I){var D=new t.Point(0,0);if(I.textBox||I.verticalTextBox){var z=!0;if(u){var R=i.variableOffsets[v];R?(D=Te(R.anchor,R.width,R.height,R.textOffset,R.textBoxScale),c&&D._rotate(f?i.transform.angle:-i.transform.angle)):z=!1}I.textBox&&Me(e.textCollisionBox.collisionVertexArray,y.text.placed,!z||_,D.x,D.y),I.verticalTextBox&&Me(e.textCollisionBox.collisionVertexArray,y.text.placed,!z||w,D.x,D.y)}var F=Boolean(!w&&I.verticalIconBox);I.iconBox&&Me(e.iconCollisionBox.collisionVertexArray,y.icon.placed,F,h?D.x:0,h?D.y:0),I.verticalIconBox&&Me(e.iconCollisionBox.collisionVertexArray,y.icon.placed,!F,h?D.x:0,h?D.y:0)}}},g=0;g<e.symbolInstances.length;g++)v(g);if(e.sortFeatures(this.transform.angle),this.retainedQueryData[e.bucketInstanceId]&&(this.retainedQueryData[e.bucketInstanceId].featureSortOrder=e.featureSortOrder),e.hasTextData()&&e.text.opacityVertexBuffer&&e.text.opacityVertexBuffer.updateData(e.text.opacityVertexArray),e.hasIconData()&&e.icon.opacityVertexBuffer&&e.icon.opacityVertexBuffer.updateData(e.icon.opacityVertexArray),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexBuffer&&e.iconCollisionBox.collisionVertexBuffer.updateData(e.iconCollisionBox.collisionVertexArray),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexBuffer&&e.textCollisionBox.collisionVertexBuffer.updateData(e.textCollisionBox.collisionVertexArray),e.bucketInstanceId in this.collisionCircleArrays){var y=this.collisionCircleArrays[e.bucketInstanceId];e.placementInvProjMatrix=y.invProjMatrix,e.placementViewportMatrix=y.viewportMatrix,e.collisionCircleArray=y.circles,delete this.collisionCircleArrays[e.bucketInstanceId]}},Ae.prototype.symbolFadeChange=function(t){return 0===this.fadeDuration?1:(t-this.commitTime)/this.fadeDuration+this.prevZoomAdjustment},Ae.prototype.zoomAdjustment=function(t){return Math.max(0,(this.transform.zoom-t)/1.5)},Ae.prototype.hasTransitions=function(t){return this.stale||t-this.lastPlacementChangeTime<this.fadeDuration},Ae.prototype.stillRecent=function(t,e){var r=this.zoomAtLastRecencyCheck===e?1-this.zoomAdjustment(e):1;return this.zoomAtLastRecencyCheck=e,this.commitTime+this.fadeDuration*r>t},Ae.prototype.setStale=function(){this.stale=!0};var Se=Math.pow(2,25),Ee=Math.pow(2,24),Le=Math.pow(2,17),Ce=Math.pow(2,16),Pe=Math.pow(2,9),Oe=Math.pow(2,8),Ie=Math.pow(2,1);function De(t){if(0===t.opacity&&!t.placed)return 0;if(1===t.opacity&&t.placed)return 4294967295;var e=t.placed?1:0,r=Math.floor(127*t.opacity);return r*Se+e*Ee+r*Le+e*Ce+r*Pe+e*Oe+r*Ie+e}var ze=0,Re=function(t){this._sortAcrossTiles=\"viewport-y\"!==t.layout.get(\"symbol-z-order\")&&void 0!==t.layout.get(\"symbol-sort-key\").constantOr(1),this._currentTileIndex=0,this._currentPartIndex=0,this._seenCrossTileIDs={},this._bucketParts=[]};Re.prototype.continuePlacement=function(t,e,r,n,i){for(var a=this._bucketParts;this._currentTileIndex<t.length;){var o=t[this._currentTileIndex];if(e.getBucketParts(a,n,o,this._sortAcrossTiles),this._currentTileIndex++,i())return!0}for(this._sortAcrossTiles&&(this._sortAcrossTiles=!1,a.sort((function(t,e){return t.sortKey-e.sortKey})));this._currentPartIndex<a.length;){var s=a[this._currentPartIndex];if(e.placeLayerBucketPart(s,this._seenCrossTileIDs,r),this._currentPartIndex++,i())return!0}return!1};var Fe=function(t,e,r,n,i,a,o){this.placement=new Ae(t,i,a,o),this._currentPlacementIndex=e.length-1,this._forceFullPlacement=r,this._showCollisionBoxes=n,this._done=!1};Fe.prototype.isDone=function(){return this._done},Fe.prototype.continuePlacement=function(e,r,n){for(var i=this,a=t.browser.now(),o=function(){var e=t.browser.now()-a;return!i._forceFullPlacement&&e>2};this._currentPlacementIndex>=0;){var s=r[e[this._currentPlacementIndex]],l=this.placement.collisionIndex.transform.zoom;if(\"symbol\"===s.type&&(!s.minzoom||s.minzoom<=l)&&(!s.maxzoom||s.maxzoom>l)){if(this._inProgressLayer||(this._inProgressLayer=new Re(s)),this._inProgressLayer.continuePlacement(n[s.source],this.placement,this._showCollisionBoxes,s,o))return;delete this._inProgressLayer}this._currentPlacementIndex--}this._done=!0},Fe.prototype.commit=function(t){return this.placement.commit(t),this.placement};var Be=512/t.EXTENT/2,Ne=function(t,e,r){this.tileID=t,this.indexedSymbolInstances={},this.bucketInstanceId=r;for(var n=0;n<e.length;n++){var i=e.get(n),a=i.key;this.indexedSymbolInstances[a]||(this.indexedSymbolInstances[a]=[]),this.indexedSymbolInstances[a].push({crossTileID:i.crossTileID,coord:this.getScaledCoordinates(i,t)})}};Ne.prototype.getScaledCoordinates=function(e,r){var n=r.canonical.z-this.tileID.canonical.z,i=Be/Math.pow(2,n);return{x:Math.floor((r.canonical.x*t.EXTENT+e.anchorX)*i),y:Math.floor((r.canonical.y*t.EXTENT+e.anchorY)*i)}},Ne.prototype.findMatches=function(t,e,r){for(var n=this.tileID.canonical.z<e.canonical.z?1:Math.pow(2,this.tileID.canonical.z-e.canonical.z),i=0;i<t.length;i++){var a=t.get(i);if(!a.crossTileID){var o=this.indexedSymbolInstances[a.key];if(o)for(var s=this.getScaledCoordinates(a,e),l=0,u=o;l<u.length;l+=1){var c=u[l];if(Math.abs(c.coord.x-s.x)<=n&&Math.abs(c.coord.y-s.y)<=n&&!r[c.crossTileID]){r[c.crossTileID]=!0,a.crossTileID=c.crossTileID;break}}}}};var je=function(){this.maxCrossTileID=0};je.prototype.generate=function(){return++this.maxCrossTileID};var Ue=function(){this.indexes={},this.usedCrossTileIDs={},this.lng=0};Ue.prototype.handleWrapJump=function(t){var e=Math.round((t-this.lng)/360);if(0!==e)for(var r in this.indexes){var n=this.indexes[r],i={};for(var a in n){var o=n[a];o.tileID=o.tileID.unwrapTo(o.tileID.wrap+e),i[o.tileID.key]=o}this.indexes[r]=i}this.lng=t},Ue.prototype.addBucket=function(t,e,r){if(this.indexes[t.overscaledZ]&&this.indexes[t.overscaledZ][t.key]){if(this.indexes[t.overscaledZ][t.key].bucketInstanceId===e.bucketInstanceId)return!1;this.removeBucketCrossTileIDs(t.overscaledZ,this.indexes[t.overscaledZ][t.key])}for(var n=0;n<e.symbolInstances.length;n++)e.symbolInstances.get(n).crossTileID=0;this.usedCrossTileIDs[t.overscaledZ]||(this.usedCrossTileIDs[t.overscaledZ]={});var i=this.usedCrossTileIDs[t.overscaledZ];for(var a in this.indexes){var o=this.indexes[a];if(Number(a)>t.overscaledZ)for(var s in o){var l=o[s];l.tileID.isChildOf(t)&&l.findMatches(e.symbolInstances,t,i)}else{var u=o[t.scaledTo(Number(a)).key];u&&u.findMatches(e.symbolInstances,t,i)}}for(var c=0;c<e.symbolInstances.length;c++){var f=e.symbolInstances.get(c);f.crossTileID||(f.crossTileID=r.generate(),i[f.crossTileID]=!0)}return void 0===this.indexes[t.overscaledZ]&&(this.indexes[t.overscaledZ]={}),this.indexes[t.overscaledZ][t.key]=new Ne(t,e.symbolInstances,e.bucketInstanceId),!0},Ue.prototype.removeBucketCrossTileIDs=function(t,e){for(var r in e.indexedSymbolInstances)for(var n=0,i=e.indexedSymbolInstances[r];n<i.length;n+=1){var a=i[n];delete this.usedCrossTileIDs[t][a.crossTileID]}},Ue.prototype.removeStaleBuckets=function(t){var e=!1;for(var r in this.indexes){var n=this.indexes[r];for(var i in n)t[n[i].bucketInstanceId]||(this.removeBucketCrossTileIDs(r,n[i]),delete n[i],e=!0)}return e};var Ve=function(){this.layerIndexes={},this.crossTileIDs=new je,this.maxBucketInstanceId=0,this.bucketsInCurrentPlacement={}};Ve.prototype.addLayer=function(t,e,r){var n=this.layerIndexes[t.id];void 0===n&&(n=this.layerIndexes[t.id]=new Ue);var i=!1,a={};n.handleWrapJump(r);for(var o=0,s=e;o<s.length;o+=1){var l=s[o],u=l.getBucket(t);u&&t.id===u.layerIds[0]&&(u.bucketInstanceId||(u.bucketInstanceId=++this.maxBucketInstanceId),n.addBucket(l.tileID,u,this.crossTileIDs)&&(i=!0),a[u.bucketInstanceId]=!0)}return n.removeStaleBuckets(a)&&(i=!0),i},Ve.prototype.pruneUnusedLayers=function(t){var e={};for(var r in t.forEach((function(t){e[t]=!0})),this.layerIndexes)e[r]||delete this.layerIndexes[r]};var He=function(e,r){return t.emitValidationErrors(e,r&&r.filter((function(t){return\"source.canvas\"!==t.identifier})))},qe=t.pick(Ht,[\"addLayer\",\"removeLayer\",\"setPaintProperty\",\"setLayoutProperty\",\"setFilter\",\"addSource\",\"removeSource\",\"setLayerZoomRange\",\"setLight\",\"setTransition\",\"setGeoJSONSourceData\"]),Ge=t.pick(Ht,[\"setCenter\",\"setZoom\",\"setBearing\",\"setPitch\"]),Ze=function(){var e={},r=t.styleSpec.$version;for(var n in t.styleSpec.$root){var i=t.styleSpec.$root[n];if(i.required){var a;null!=(a=\"version\"===n?r:\"array\"===i.type?[]:{})&&(e[n]=a)}}return e}(),Ye=function(e){function r(n,i){var a=this;void 0===i&&(i={}),e.call(this),this.map=n,this.dispatcher=new A(jt(),this),this.imageManager=new h,this.imageManager.setEventedParent(this),this.glyphManager=new x(n._requestManager,i.localIdeographFontFamily),this.lineAtlas=new k(256,512),this.crossTileSymbolIndex=new Ve,this._layers={},this._serializedLayers={},this._order=[],this.sourceCaches={},this.zoomHistory=new t.ZoomHistory,this._loaded=!1,this._availableImages=[],this._resetUpdates(),this.dispatcher.broadcast(\"setReferrer\",t.getReferrer());var o=this;this._rtlTextPluginCallback=r.registerForPluginStateChange((function(e){var r={pluginStatus:e.pluginStatus,pluginURL:e.pluginURL};o.dispatcher.broadcast(\"syncRTLPluginState\",r,(function(e,r){if(t.triggerPluginCompletionEvent(e),r&&r.every((function(t){return t})))for(var n in o.sourceCaches)o.sourceCaches[n].reload()}))})),this.on(\"data\",(function(t){if(\"source\"===t.dataType&&\"metadata\"===t.sourceDataType){var e=a.sourceCaches[t.sourceId];if(e){var r=e.getSource();if(r&&r.vectorLayerIds)for(var n in a._layers){var i=a._layers[n];i.source===r.id&&a._validateLayer(i)}}}}))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadURL=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"}));var i=\"boolean\"==typeof r.validate?r.validate:!t.isMapboxURL(e);e=this.map._requestManager.normalizeStyleURL(e,r.accessToken);var a=this.map._requestManager.transformRequest(e,t.ResourceType.Style);this._request=t.getJSON(a,(function(e,r){n._request=null,e?n.fire(new t.ErrorEvent(e)):r&&n._load(r,i)}))},r.prototype.loadJSON=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._request=t.browser.frame((function(){n._request=null,n._load(e,!1!==r.validate)}))},r.prototype.loadEmpty=function(){this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._load(Ze,!1)},r.prototype._load=function(e,r){if(!r||!He(this,t.validateStyle(e))){for(var n in this._loaded=!0,this.stylesheet=e,e.sources)this.addSource(n,e.sources[n],{validate:!1});e.sprite?this._loadSprite(e.sprite):this.imageManager.setLoaded(!0),this.glyphManager.setURL(e.glyphs);var i=Vt(this.stylesheet.layers);this._order=i.map((function(t){return t.id})),this._layers={},this._serializedLayers={};for(var a=0,o=i;a<o.length;a+=1){var s=o[a];(s=t.createStyleLayer(s)).setEventedParent(this,{layer:{id:s.id}}),this._layers[s.id]=s,this._serializedLayers[s.id]=s.serialize()}this.dispatcher.broadcast(\"setLayers\",this._serializeLayers(this._order)),this.light=new T(this.stylesheet.light),this.fire(new t.Event(\"data\",{dataType:\"style\"})),this.fire(new t.Event(\"style.load\"))}},r.prototype._loadSprite=function(e){var r=this;this._spriteRequest=function(e,r,n){var i,a,o,s=t.browser.devicePixelRatio>1?\"@2x\":\"\",l=t.getJSON(r.transformRequest(r.normalizeSpriteURL(e,s,\".json\"),t.ResourceType.SpriteJSON),(function(t,e){l=null,o||(o=t,i=e,c())})),u=t.getImage(r.transformRequest(r.normalizeSpriteURL(e,s,\".png\"),t.ResourceType.SpriteImage),(function(t,e){u=null,o||(o=t,a=e,c())}));function c(){if(o)n(o);else if(i&&a){var e=t.browser.getImageData(a),r={};for(var s in i){var l=i[s],u=l.width,c=l.height,f=l.x,h=l.y,p=l.sdf,d=l.pixelRatio,v=l.stretchX,g=l.stretchY,y=l.content,m=new t.RGBAImage({width:u,height:c});t.RGBAImage.copy(e,m,{x:f,y:h},{x:0,y:0},{width:u,height:c}),r[s]={data:m,pixelRatio:d,sdf:p,stretchX:v,stretchY:g,content:y}}n(null,r)}}return{cancel:function(){l&&(l.cancel(),l=null),u&&(u.cancel(),u=null)}}}(e,this.map._requestManager,(function(e,n){if(r._spriteRequest=null,e)r.fire(new t.ErrorEvent(e));else if(n)for(var i in n)r.imageManager.addImage(i,n[i]);r.imageManager.setLoaded(!0),r._availableImages=r.imageManager.listImages(),r.dispatcher.broadcast(\"setImages\",r._availableImages),r.fire(new t.Event(\"data\",{dataType:\"style\"}))}))},r.prototype._validateLayer=function(e){var r=this.sourceCaches[e.source];if(r){var n=e.sourceLayer;if(n){var i=r.getSource();(\"geojson\"===i.type||i.vectorLayerIds&&-1===i.vectorLayerIds.indexOf(n))&&this.fire(new t.ErrorEvent(new Error('Source layer \"'+n+'\" does not exist on source \"'+i.id+'\" as specified by style layer \"'+e.id+'\"')))}}},r.prototype.loaded=function(){if(!this._loaded)return!1;if(Object.keys(this._updatedSources).length)return!1;for(var t in this.sourceCaches)if(!this.sourceCaches[t].loaded())return!1;return!!this.imageManager.isLoaded()},r.prototype._serializeLayers=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r],a=this._layers[i];\"custom\"!==a.type&&e.push(a.serialize())}return e},r.prototype.hasTransitions=function(){if(this.light&&this.light.hasTransition())return!0;for(var t in this.sourceCaches)if(this.sourceCaches[t].hasTransition())return!0;for(var e in this._layers)if(this._layers[e].hasTransition())return!0;return!1},r.prototype._checkLoaded=function(){if(!this._loaded)throw new Error(\"Style is not done loading\")},r.prototype.update=function(e){if(this._loaded){var r=this._changed;if(this._changed){var n=Object.keys(this._updatedLayers),i=Object.keys(this._removedLayers);for(var a in(n.length||i.length)&&this._updateWorkerLayers(n,i),this._updatedSources){var o=this._updatedSources[a];\"reload\"===o?this._reloadSource(a):\"clear\"===o&&this._clearSource(a)}for(var s in this._updateTilesForChangedImages(),this._updatedPaintProps)this._layers[s].updateTransitions(e);this.light.updateTransitions(e),this._resetUpdates()}for(var l in this.sourceCaches)this.sourceCaches[l].used=!1;for(var u=0,c=this._order;u<c.length;u+=1){var f=c[u],h=this._layers[f];h.recalculate(e,this._availableImages),!h.isHidden(e.zoom)&&h.source&&(this.sourceCaches[h.source].used=!0)}this.light.recalculate(e),this.z=e.zoom,r&&this.fire(new t.Event(\"data\",{dataType:\"style\"}))}},r.prototype._updateTilesForChangedImages=function(){var t=Object.keys(this._changedImages);if(t.length){for(var e in this.sourceCaches)this.sourceCaches[e].reloadTilesForDependencies([\"icons\",\"patterns\"],t);this._changedImages={}}},r.prototype._updateWorkerLayers=function(t,e){this.dispatcher.broadcast(\"updateLayers\",{layers:this._serializeLayers(t),removedIds:e})},r.prototype._resetUpdates=function(){this._changed=!1,this._updatedLayers={},this._removedLayers={},this._updatedSources={},this._updatedPaintProps={},this._changedImages={}},r.prototype.setState=function(e){var r=this;if(this._checkLoaded(),He(this,t.validateStyle(e)))return!1;(e=t.clone$1(e)).layers=Vt(e.layers);var n=Kt(this.serialize(),e).filter((function(t){return!(t.command in Ge)}));if(0===n.length)return!1;var i=n.filter((function(t){return!(t.command in qe)}));if(i.length>0)throw new Error(\"Unimplemented: \"+i.map((function(t){return t.command})).join(\", \")+\".\");return n.forEach((function(t){\"setTransition\"!==t.command&&r[t.command].apply(r,t.args)})),this.stylesheet=e,!0},r.prototype.addImage=function(e,r){if(this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"An image with this name already exists.\")));this.imageManager.addImage(e,r),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.updateImage=function(t,e){this.imageManager.updateImage(t,e)},r.prototype.getImage=function(t){return this.imageManager.getImage(t)},r.prototype.removeImage=function(e){if(!this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"No image with this name exists.\")));this.imageManager.removeImage(e),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.listImages=function(){return this._checkLoaded(),this.imageManager.listImages()},r.prototype.addSource=function(e,r,n){var i=this;if(void 0===n&&(n={}),this._checkLoaded(),void 0!==this.sourceCaches[e])throw new Error(\"There is already a source with this ID\");if(!r.type)throw new Error(\"The type property must be defined, but the only the following properties were given: \"+Object.keys(r).join(\", \")+\".\");if(!([\"vector\",\"raster\",\"geojson\",\"video\",\"image\"].indexOf(r.type)>=0&&this._validate(t.validateStyle.source,\"sources.\"+e,r,null,n))){this.map&&this.map._collectResourceTiming&&(r.collectResourceTiming=!0);var a=this.sourceCaches[e]=new Ot(e,r,this.dispatcher);a.style=this,a.setEventedParent(this,(function(){return{isSourceLoaded:i.loaded(),source:a.serialize(),sourceId:e}})),a.onAdd(this.map),this._changed=!0}},r.prototype.removeSource=function(e){if(this._checkLoaded(),void 0===this.sourceCaches[e])throw new Error(\"There is no source with this ID\");for(var r in this._layers)if(this._layers[r].source===e)return this.fire(new t.ErrorEvent(new Error('Source \"'+e+'\" cannot be removed while layer \"'+r+'\" is using it.')));var n=this.sourceCaches[e];delete this.sourceCaches[e],delete this._updatedSources[e],n.fire(new t.Event(\"data\",{sourceDataType:\"metadata\",dataType:\"source\",sourceId:e})),n.setEventedParent(null),n.clearTiles(),n.onRemove&&n.onRemove(this.map),this._changed=!0},r.prototype.setGeoJSONSourceData=function(t,e){this._checkLoaded(),this.sourceCaches[t].getSource().setData(e),this._changed=!0},r.prototype.getSource=function(t){return this.sourceCaches[t]&&this.sourceCaches[t].getSource()},r.prototype.addLayer=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=e.id;if(this.getLayer(i))this.fire(new t.ErrorEvent(new Error('Layer with id \"'+i+'\" already exists on this map')));else{var a;if(\"custom\"===e.type){if(He(this,t.validateCustomStyleLayer(e)))return;a=t.createStyleLayer(e)}else{if(\"object\"==typeof e.source&&(this.addSource(i,e.source),e=t.clone$1(e),e=t.extend(e,{source:i})),this._validate(t.validateStyle.layer,\"layers.\"+i,e,{arrayIndex:-1},n))return;a=t.createStyleLayer(e),this._validateLayer(a),a.setEventedParent(this,{layer:{id:i}}),this._serializedLayers[a.id]=a.serialize()}var o=r?this._order.indexOf(r):this._order.length;if(r&&-1===o)this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.')));else{if(this._order.splice(o,0,i),this._layerOrderChanged=!0,this._layers[i]=a,this._removedLayers[i]&&a.source&&\"custom\"!==a.type){var s=this._removedLayers[i];delete this._removedLayers[i],s.type!==a.type?this._updatedSources[a.source]=\"clear\":(this._updatedSources[a.source]=\"reload\",this.sourceCaches[a.source].pause())}this._updateLayer(a),a.onAdd&&a.onAdd(this.map)}}},r.prototype.moveLayer=function(e,r){if(this._checkLoaded(),this._changed=!0,this._layers[e]){if(e!==r){var n=this._order.indexOf(e);this._order.splice(n,1);var i=r?this._order.indexOf(r):this._order.length;r&&-1===i?this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.'))):(this._order.splice(i,0,e),this._layerOrderChanged=!0)}}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be moved.\")))},r.prototype.removeLayer=function(e){this._checkLoaded();var r=this._layers[e];if(r){r.setEventedParent(null);var n=this._order.indexOf(e);this._order.splice(n,1),this._layerOrderChanged=!0,this._changed=!0,this._removedLayers[e]=r,delete this._layers[e],delete this._serializedLayers[e],delete this._updatedLayers[e],delete this._updatedPaintProps[e],r.onRemove&&r.onRemove(this.map)}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be removed.\")))},r.prototype.getLayer=function(t){return this._layers[t]},r.prototype.hasLayer=function(t){return t in this._layers},r.prototype.setLayerZoomRange=function(e,r,n){this._checkLoaded();var i=this.getLayer(e);i?i.minzoom===r&&i.maxzoom===n||(null!=r&&(i.minzoom=r),null!=n&&(i.maxzoom=n),this._updateLayer(i)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot have zoom extent.\")))},r.prototype.setFilter=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=this.getLayer(e);if(i){if(!t.deepEqual(i.filter,r))return null==r?(i.filter=void 0,void this._updateLayer(i)):void(this._validate(t.validateStyle.filter,\"layers.\"+i.id+\".filter\",r,null,n)||(i.filter=t.clone$1(r),this._updateLayer(i)))}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be filtered.\")))},r.prototype.getFilter=function(e){return t.clone$1(this.getLayer(e).filter)},r.prototype.setLayoutProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getLayoutProperty(r),n)||(a.setLayoutProperty(r,n,i),this._updateLayer(a)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getLayoutProperty=function(e,r){var n=this.getLayer(e);if(n)return n.getLayoutProperty(r);this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style.\")))},r.prototype.setPaintProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getPaintProperty(r),n)||(a.setPaintProperty(r,n,i)&&this._updateLayer(a),this._changed=!0,this._updatedPaintProps[e]=!0):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getPaintProperty=function(t,e){return this.getLayer(t).getPaintProperty(e)},r.prototype.setFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=e.sourceLayer,a=this.sourceCaches[n];if(void 0!==a){var o=a.getSource().type;\"geojson\"===o&&i?this.fire(new t.ErrorEvent(new Error(\"GeoJSON sources cannot have a sourceLayer parameter.\"))):\"vector\"!==o||i?(void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),a.setFeatureState(i,e.id,r)):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.removeFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=this.sourceCaches[n];if(void 0!==i){var a=i.getSource().type,o=\"vector\"===a?e.sourceLayer:void 0;\"vector\"!==a||o?r&&\"string\"!=typeof e.id&&\"number\"!=typeof e.id?this.fire(new t.ErrorEvent(new Error(\"A feature id is requred to remove its specific state property.\"))):i.removeFeatureState(o,e.id,r):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.getFeatureState=function(e){this._checkLoaded();var r=e.source,n=e.sourceLayer,i=this.sourceCaches[r];if(void 0!==i){if(\"vector\"!==i.getSource().type||n)return void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),i.getFeatureState(n,e.id);this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+r+\"' does not exist in the map's style.\")))},r.prototype.getTransition=function(){return t.extend({duration:300,delay:0},this.stylesheet&&this.stylesheet.transition)},r.prototype.serialize=function(){return t.filterObject({version:this.stylesheet.version,name:this.stylesheet.name,metadata:this.stylesheet.metadata,light:this.stylesheet.light,center:this.stylesheet.center,zoom:this.stylesheet.zoom,bearing:this.stylesheet.bearing,pitch:this.stylesheet.pitch,sprite:this.stylesheet.sprite,glyphs:this.stylesheet.glyphs,transition:this.stylesheet.transition,sources:t.mapObject(this.sourceCaches,(function(t){return t.serialize()})),layers:this._serializeLayers(this._order)},(function(t){return void 0!==t}))},r.prototype._updateLayer=function(t){this._updatedLayers[t.id]=!0,t.source&&!this._updatedSources[t.source]&&\"raster\"!==this.sourceCaches[t.source].getSource().type&&(this._updatedSources[t.source]=\"reload\",this.sourceCaches[t.source].pause()),this._changed=!0},r.prototype._flattenAndSortRenderedFeatures=function(t){for(var e=this,r=function(t){return\"fill-extrusion\"===e._layers[t].type},n={},i=[],a=this._order.length-1;a>=0;a--){var o=this._order[a];if(r(o)){n[o]=a;for(var s=0,l=t;s<l.length;s+=1){var u=l[s][o];if(u)for(var c=0,f=u;c<f.length;c+=1){var h=f[c];i.push(h)}}}}i.sort((function(t,e){return e.intersectionZ-t.intersectionZ}));for(var p=[],d=this._order.length-1;d>=0;d--){var v=this._order[d];if(r(v))for(var g=i.length-1;g>=0;g--){var y=i[g].feature;if(n[y.layer.id]<d)break;p.push(y),i.pop()}else for(var m=0,x=t;m<x.length;m+=1){var b=x[m][v];if(b)for(var _=0,w=b;_<w.length;_+=1){var T=w[_];p.push(T.feature)}}}return p},r.prototype.queryRenderedFeatures=function(e,r,n){r&&r.filter&&this._validate(t.validateStyle.filter,\"queryRenderedFeatures.filter\",r.filter,null,r);var i={};if(r&&r.layers){if(!Array.isArray(r.layers))return this.fire(new t.ErrorEvent(new Error(\"parameters.layers must be an Array.\"))),[];for(var a=0,o=r.layers;a<o.length;a+=1){var s=o[a],l=this._layers[s];if(!l)return this.fire(new t.ErrorEvent(new Error(\"The layer '\"+s+\"' does not exist in the map's style and cannot be queried for features.\"))),[];i[l.source]=!0}}var u=[];for(var c in r.availableImages=this._availableImages,this.sourceCaches)r.layers&&!i[c]||u.push(B(this.sourceCaches[c],this._layers,this._serializedLayers,e,r,n));return this.placement&&u.push(function(t,e,r,n,i,a,o){for(var s={},l=a.queryRenderedSymbols(n),u=[],c=0,f=Object.keys(l).map(Number);c<f.length;c+=1){var h=f[c];u.push(o[h])}u.sort(N);for(var p=function(){var r=v[d],n=r.featureIndex.lookupSymbolFeatures(l[r.bucketInstanceId],e,r.bucketIndex,r.sourceLayerIndex,i.filter,i.layers,i.availableImages,t);for(var a in n){var o=s[a]=s[a]||[],u=n[a];u.sort((function(t,e){var n=r.featureSortOrder;if(n){var i=n.indexOf(t.featureIndex);return n.indexOf(e.featureIndex)-i}return e.featureIndex-t.featureIndex}));for(var c=0,f=u;c<f.length;c+=1){var h=f[c];o.push(h)}}},d=0,v=u;d<v.length;d+=1)p();var g=function(e){s[e].forEach((function(n){var i=n.feature,a=t[e],o=r[a.source].getFeatureState(i.layer[\"source-layer\"],i.id);i.source=i.layer.source,i.layer[\"source-layer\"]&&(i.sourceLayer=i.layer[\"source-layer\"]),i.state=o}))};for(var y in s)g(y);return s}(this._layers,this._serializedLayers,this.sourceCaches,e,r,this.placement.collisionIndex,this.placement.retainedQueryData)),this._flattenAndSortRenderedFeatures(u)},r.prototype.querySourceFeatures=function(e,r){r&&r.filter&&this._validate(t.validateStyle.filter,\"querySourceFeatures.filter\",r.filter,null,r);var n=this.sourceCaches[e];return n?function(t,e){for(var r=t.getRenderableIds().map((function(e){return t.getTileByID(e)})),n=[],i={},a=0;a<r.length;a++){var o=r[a],s=o.tileID.canonical.key;i[s]||(i[s]=!0,o.querySourceFeatures(n,e))}return n}(n,r):[]},r.prototype.addSourceType=function(t,e,n){return r.getSourceType(t)?n(new Error('A source type called \"'+t+'\" already exists.')):(r.setSourceType(t,e),e.workerSourceURL?void this.dispatcher.broadcast(\"loadWorkerSource\",{name:t,url:e.workerSourceURL},n):n(null,null))},r.prototype.getLight=function(){return this.light.getLight()},r.prototype.setLight=function(e,r){void 0===r&&(r={}),this._checkLoaded();var n=this.light.getLight(),i=!1;for(var a in e)if(!t.deepEqual(e[a],n[a])){i=!0;break}if(i){var o={now:t.browser.now(),transition:t.extend({duration:300,delay:0},this.stylesheet.transition)};this.light.setLight(e,r),this.light.updateTransitions(o)}},r.prototype._validate=function(e,r,n,i,a){return void 0===a&&(a={}),(!a||!1!==a.validate)&&He(this,e.call(t.validateStyle,t.extend({key:r,style:this.serialize(),value:n,styleSpec:t.styleSpec},i)))},r.prototype._remove=function(){for(var e in this._request&&(this._request.cancel(),this._request=null),this._spriteRequest&&(this._spriteRequest.cancel(),this._spriteRequest=null),t.evented.off(\"pluginStateChange\",this._rtlTextPluginCallback),this._layers)this._layers[e].setEventedParent(null);for(var r in this.sourceCaches)this.sourceCaches[r].clearTiles(),this.sourceCaches[r].setEventedParent(null);this.imageManager.setEventedParent(null),this.setEventedParent(null),this.dispatcher.remove()},r.prototype._clearSource=function(t){this.sourceCaches[t].clearTiles()},r.prototype._reloadSource=function(t){this.sourceCaches[t].resume(),this.sourceCaches[t].reload()},r.prototype._updateSources=function(t){for(var e in this.sourceCaches)this.sourceCaches[e].update(t)},r.prototype._generateCollisionBoxes=function(){for(var t in this.sourceCaches)this._reloadSource(t)},r.prototype._updatePlacement=function(e,r,n,i,a){void 0===a&&(a=!1);for(var o=!1,s=!1,l={},u=0,c=this._order;u<c.length;u+=1){var f=c[u],h=this._layers[f];if(\"symbol\"===h.type){if(!l[h.source]){var p=this.sourceCaches[h.source];l[h.source]=p.getRenderableIds(!0).map((function(t){return p.getTileByID(t)})).sort((function(t,e){return e.tileID.overscaledZ-t.tileID.overscaledZ||(t.tileID.isLessThan(e.tileID)?-1:1)}))}var d=this.crossTileSymbolIndex.addLayer(h,l[h.source],e.center.lng);o=o||d}}if(this.crossTileSymbolIndex.pruneUnusedLayers(this._order),((a=a||this._layerOrderChanged||0===n)||!this.pauseablePlacement||this.pauseablePlacement.isDone()&&!this.placement.stillRecent(t.browser.now(),e.zoom))&&(this.pauseablePlacement=new Fe(e,this._order,a,r,n,i,this.placement),this._layerOrderChanged=!1),this.pauseablePlacement.isDone()?this.placement.setStale():(this.pauseablePlacement.continuePlacement(this._order,this._layers,l),this.pauseablePlacement.isDone()&&(this.placement=this.pauseablePlacement.commit(t.browser.now()),s=!0),o&&this.pauseablePlacement.placement.setStale()),s||o)for(var v=0,g=this._order;v<g.length;v+=1){var y=g[v],m=this._layers[y];\"symbol\"===m.type&&this.placement.updateLayerOpacities(m,l[m.source])}return!this.pauseablePlacement.isDone()||this.placement.hasTransitions(t.browser.now())},r.prototype._releaseSymbolFadeTiles=function(){for(var t in this.sourceCaches)this.sourceCaches[t].releaseSymbolFadeTiles()},r.prototype.getImages=function(t,e,r){this.imageManager.getImages(e.icons,r),this._updateTilesForChangedImages();var n=this.sourceCaches[e.source];n&&n.setDependencies(e.tileID.key,e.type,e.icons)},r.prototype.getGlyphs=function(t,e,r){this.glyphManager.getGlyphs(e.stacks,r)},r.prototype.getResource=function(e,r,n){return t.makeRequest(r,n)},r}(t.Evented);Ye.getSourceType=function(t){return R[t]},Ye.setSourceType=function(t,e){R[t]=e},Ye.registerForPluginStateChange=t.registerForPluginStateChange;var We=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2}]),Xe=_r(\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\",\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\\nvec2 unpack_float(const float packedValue) {int packedIntValue=int(packedValue);int v0=packedIntValue/256;return vec2(v0,packedIntValue-v0*256);}vec2 unpack_opacity(const float packedOpacity) {int intOpacity=int(packedOpacity)/2;return vec2(float(intOpacity)/127.0,mod(packedOpacity,2.0));}vec4 decode_color(const vec2 encodedColor) {return vec4(unpack_float(encodedColor[0])/255.0,unpack_float(encodedColor[1])/255.0\\n);}float unpack_mix_vec2(const vec2 packedValue,const float t) {return mix(packedValue[0],packedValue[1],t);}vec4 unpack_mix_color(const vec4 packedColors,const float t) {vec4 minColor=decode_color(vec2(packedColors[0],packedColors[1]));vec4 maxColor=decode_color(vec2(packedColors[2],packedColors[3]));return mix(minColor,maxColor,t);}vec2 get_pattern_pos(const vec2 pixel_coord_upper,const vec2 pixel_coord_lower,const vec2 pattern_size,const float tile_units_to_pixels,const vec2 pos) {vec2 offset=mod(mod(mod(pixel_coord_upper,pattern_size)*256.0,pattern_size)*256.0+pixel_coord_lower,pattern_size);return (tile_units_to_pixels*pos+offset)/pattern_size;}\"),Je=_r(\"uniform vec4 u_color;uniform float u_opacity;void main() {gl_FragColor=u_color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),Ke=_r(\"uniform vec2 u_pattern_tl_a;uniform vec2 u_pattern_br_a;uniform vec2 u_pattern_tl_b;uniform vec2 u_pattern_br_b;uniform vec2 u_texsize;uniform float u_mix;uniform float u_opacity;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(u_pattern_tl_a/u_texsize,u_pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(u_pattern_tl_b/u_texsize,u_pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_mix)*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pattern_size_a;uniform vec2 u_pattern_size_b;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_scale_a;uniform float u_scale_b;uniform float u_tile_units_to_pixels;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_a*u_pattern_size_a,u_tile_units_to_pixels,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_b*u_pattern_size_b,u_tile_units_to_pixels,a_pos);}\"),$e=_r(\"varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=v_data.xy;float extrude_length=length(extrude);lowp float antialiasblur=v_data.z;float antialiased_blur=-max(blur,antialiasblur);float opacity_t=smoothstep(0.0,antialiased_blur,extrude_length-1.0);float color_t=stroke_width < 0.01 ? 0.0 : smoothstep(antialiased_blur,0.0,extrude_length-radius/(radius+stroke_width));gl_FragColor=opacity_t*mix(color*opacity,stroke_color*stroke_opacity,color_t);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform bool u_scale_with_map;uniform bool u_pitch_with_map;uniform vec2 u_extrude_scale;uniform lowp float u_device_pixel_ratio;uniform highp float u_camera_to_center_distance;attribute vec2 a_pos;varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main(void) {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=vec2(mod(a_pos,2.0)*2.0-1.0);vec2 circle_center=floor(a_pos*0.5);if (u_pitch_with_map) {vec2 corner_position=circle_center;if (u_scale_with_map) {corner_position+=extrude*(radius+stroke_width)*u_extrude_scale;} else {vec4 projected_center=u_matrix*vec4(circle_center,0,1);corner_position+=extrude*(radius+stroke_width)*u_extrude_scale*(projected_center.w/u_camera_to_center_distance);}gl_Position=u_matrix*vec4(corner_position,0,1);} else {gl_Position=u_matrix*vec4(circle_center,0,1);if (u_scale_with_map) {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*u_camera_to_center_distance;} else {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*gl_Position.w;}}lowp float antialiasblur=1.0/u_device_pixel_ratio/(radius+stroke_width);v_data=vec3(extrude.x,extrude.y,antialiasblur);}\"),Qe=_r(\"void main() {gl_FragColor=vec4(1.0);}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),tr=_r(\"uniform highp float u_intensity;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main() {\\n#pragma mapbox: initialize highp float weight\\nfloat d=-0.5*3.0*3.0*dot(v_extrude,v_extrude);float val=weight*u_intensity*GAUSS_COEF*exp(d);gl_FragColor=vec4(val,1.0,1.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform float u_extrude_scale;uniform float u_opacity;uniform float u_intensity;attribute vec2 a_pos;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#pragma mapbox: define mediump float radius\\nconst highp float ZERO=1.0/255.0/16.0;\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main(void) {\\n#pragma mapbox: initialize highp float weight\\n#pragma mapbox: initialize mediump float radius\\nvec2 unscaled_extrude=vec2(mod(a_pos,2.0)*2.0-1.0);float S=sqrt(-2.0*log(ZERO/weight/u_intensity/GAUSS_COEF))/3.0;v_extrude=S*unscaled_extrude;vec2 extrude=v_extrude*radius*u_extrude_scale;vec4 pos=vec4(floor(a_pos*0.5)+extrude,0,1);gl_Position=u_matrix*pos;}\"),er=_r(\"uniform sampler2D u_image;uniform sampler2D u_color_ramp;uniform float u_opacity;varying vec2 v_pos;void main() {float t=texture2D(u_image,v_pos).r;vec4 color=texture2D(u_color_ramp,vec2(t,0.5));gl_FragColor=color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(0.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;attribute vec2 a_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos*u_world,0,1);v_pos.x=a_pos.x;v_pos.y=1.0-a_pos.y;}\"),rr=_r(\"varying float v_placed;varying float v_notUsed;void main() {float alpha=0.5;gl_FragColor=vec4(1.0,0.0,0.0,1.0)*alpha;if (v_placed > 0.5) {gl_FragColor=vec4(0.0,0.0,1.0,0.5)*alpha;}if (v_notUsed > 0.5) {gl_FragColor*=.1;}}\",\"attribute vec2 a_pos;attribute vec2 a_anchor_pos;attribute vec2 a_extrude;attribute vec2 a_placed;attribute vec2 a_shift;uniform mat4 u_matrix;uniform vec2 u_extrude_scale;uniform float u_camera_to_center_distance;varying float v_placed;varying float v_notUsed;void main() {vec4 projectedPoint=u_matrix*vec4(a_anchor_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);gl_Position=u_matrix*vec4(a_pos,0.0,1.0);gl_Position.xy+=(a_extrude+a_shift)*u_extrude_scale*gl_Position.w*collision_perspective_ratio;v_placed=a_placed.x;v_notUsed=a_placed.y;}\"),nr=_r(\"varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;void main() {float alpha=0.5*min(v_perspective_ratio,1.0);float stroke_radius=0.9*max(v_perspective_ratio,1.0);float distance_to_center=length(v_extrude);float distance_to_edge=abs(distance_to_center-v_radius);float opacity_t=smoothstep(-stroke_radius,0.0,-distance_to_edge);vec4 color=mix(vec4(0.0,0.0,1.0,0.5),vec4(1.0,0.0,0.0,1.0),v_collision);gl_FragColor=color*alpha*opacity_t;}\",\"attribute vec2 a_pos;attribute float a_radius;attribute vec2 a_flags;uniform mat4 u_matrix;uniform mat4 u_inv_matrix;uniform vec2 u_viewport_size;uniform float u_camera_to_center_distance;varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;vec3 toTilePosition(vec2 screenPos) {vec4 rayStart=u_inv_matrix*vec4(screenPos,-1.0,1.0);vec4 rayEnd  =u_inv_matrix*vec4(screenPos, 1.0,1.0);rayStart.xyz/=rayStart.w;rayEnd.xyz  /=rayEnd.w;highp float t=(0.0-rayStart.z)/(rayEnd.z-rayStart.z);return mix(rayStart.xyz,rayEnd.xyz,t);}void main() {vec2 quadCenterPos=a_pos;float radius=a_radius;float collision=a_flags.x;float vertexIdx=a_flags.y;vec2 quadVertexOffset=vec2(mix(-1.0,1.0,float(vertexIdx >=2.0)),mix(-1.0,1.0,float(vertexIdx >=1.0 && vertexIdx <=2.0)));vec2 quadVertexExtent=quadVertexOffset*radius;vec3 tilePos=toTilePosition(quadCenterPos);vec4 clipPos=u_matrix*vec4(tilePos,1.0);highp float camera_to_anchor_distance=clipPos.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);float padding_factor=1.2;v_radius=radius;v_extrude=quadVertexExtent*padding_factor;v_perspective_ratio=collision_perspective_ratio;v_collision=collision;gl_Position=vec4(clipPos.xyz/clipPos.w,1.0)+vec4(quadVertexExtent*padding_factor/u_viewport_size*2.0,0.0,0.0);}\"),ir=_r(\"uniform highp vec4 u_color;uniform sampler2D u_overlay;varying vec2 v_uv;void main() {vec4 overlay_color=texture2D(u_overlay,v_uv);gl_FragColor=mix(u_color,overlay_color,overlay_color.a);}\",\"attribute vec2 a_pos;varying vec2 v_uv;uniform mat4 u_matrix;uniform float u_overlay_scale;void main() {v_uv=a_pos/8192.0;gl_Position=u_matrix*vec4(a_pos*u_overlay_scale,0,1);}\"),ar=_r(\"#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_FragColor=color*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);}\"),or=_r(\"varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=outline_color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;uniform vec2 u_world;varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),sr=_r(\"uniform vec2 u_texsize;uniform sampler2D u_image;uniform float u_fade;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);float dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=mix(color1,color2,u_fade)*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;gl_Position=u_matrix*vec4(a_pos,0,1);vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,a_pos);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),lr=_r(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_fade)*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileZoomRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileZoomRatio,a_pos);}\"),ur=_r(\"varying vec4 v_color;void main() {gl_FragColor=v_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;uniform float u_vertical_gradient;uniform lowp float u_opacity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec4 v_color;\\n#pragma mapbox: define highp float base\\n#pragma mapbox: define highp float height\\n#pragma mapbox: define highp vec4 color\\nvoid main() {\\n#pragma mapbox: initialize highp float base\\n#pragma mapbox: initialize highp float height\\n#pragma mapbox: initialize highp vec4 color\\nvec3 normal=a_normal_ed.xyz;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);gl_Position=u_matrix*vec4(a_pos,t > 0.0 ? height : base,1);float colorvalue=color.r*0.2126+color.g*0.7152+color.b*0.0722;v_color=vec4(0.0,0.0,0.0,1.0);vec4 ambientlight=vec4(0.03,0.03,0.03,1.0);color+=ambientlight;float directional=clamp(dot(normal/16384.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((1.0-colorvalue+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_color.r+=clamp(color.r*directional*u_lightcolor.r,mix(0.0,0.3,1.0-u_lightcolor.r),1.0);v_color.g+=clamp(color.g*directional*u_lightcolor.g,mix(0.0,0.3,1.0-u_lightcolor.g),1.0);v_color.b+=clamp(color.b*directional*u_lightcolor.b,mix(0.0,0.3,1.0-u_lightcolor.b),1.0);v_color*=u_opacity;}\"),cr=_r(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);vec4 mixedColor=mix(color1,color2,u_fade);gl_FragColor=mixedColor*v_lighting;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_height_factor;uniform vec3 u_scale;uniform float u_vertical_gradient;uniform lowp float u_opacity;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec3 normal=a_normal_ed.xyz;float edgedistance=a_normal_ed.w;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);float z=t > 0.0 ? height : base;gl_Position=u_matrix*vec4(a_pos,z,1);vec2 pos=normal.x==1.0 && normal.y==0.0 && normal.z==16384.0\\n? a_pos\\n: vec2(edgedistance,z*u_height_factor);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,pos);v_lighting=vec4(0.0,0.0,0.0,1.0);float directional=clamp(dot(normal/16383.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((0.5+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_lighting.rgb+=clamp(directional*u_lightcolor,mix(vec3(0.0),vec3(0.3),1.0-u_lightcolor),vec3(1.0));v_lighting*=u_opacity;}\"),fr=_r(\"#ifdef GL_ES\\nprecision highp float;\\n#endif\\nuniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_dimension;uniform float u_zoom;uniform float u_maxzoom;uniform vec4 u_unpack;float getElevation(vec2 coord,float bias) {vec4 data=texture2D(u_image,coord)*255.0;data.a=-1.0;return dot(data,u_unpack)/4.0;}void main() {vec2 epsilon=1.0/u_dimension;float a=getElevation(v_pos+vec2(-epsilon.x,-epsilon.y),0.0);float b=getElevation(v_pos+vec2(0,-epsilon.y),0.0);float c=getElevation(v_pos+vec2(epsilon.x,-epsilon.y),0.0);float d=getElevation(v_pos+vec2(-epsilon.x,0),0.0);float e=getElevation(v_pos,0.0);float f=getElevation(v_pos+vec2(epsilon.x,0),0.0);float g=getElevation(v_pos+vec2(-epsilon.x,epsilon.y),0.0);float h=getElevation(v_pos+vec2(0,epsilon.y),0.0);float i=getElevation(v_pos+vec2(epsilon.x,epsilon.y),0.0);float exaggeration=u_zoom < 2.0 ? 0.4 : u_zoom < 4.5 ? 0.35 : 0.3;vec2 deriv=vec2((c+f+f+i)-(a+d+d+g),(g+h+h+i)-(a+b+b+c))/ pow(2.0,(u_zoom-u_maxzoom)*exaggeration+19.2562-u_zoom);gl_FragColor=clamp(vec4(deriv.x/2.0+0.5,deriv.y/2.0+0.5,1.0,1.0),0.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_dimension;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);highp vec2 epsilon=1.0/u_dimension;float scale=(u_dimension.x-2.0)/u_dimension.x;v_pos=(a_texture_pos/8192.0)*scale+epsilon;}\"),hr=_r(\"uniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_latrange;uniform vec2 u_light;uniform vec4 u_shadow;uniform vec4 u_highlight;uniform vec4 u_accent;\\n#define PI 3.141592653589793\\nvoid main() {vec4 pixel=texture2D(u_image,v_pos);vec2 deriv=((pixel.rg*2.0)-1.0);float scaleFactor=cos(radians((u_latrange[0]-u_latrange[1])*(1.0-v_pos.y)+u_latrange[1]));float slope=atan(1.25*length(deriv)/scaleFactor);float aspect=deriv.x !=0.0 ? atan(deriv.y,-deriv.x) : PI/2.0*(deriv.y > 0.0 ? 1.0 :-1.0);float intensity=u_light.x;float azimuth=u_light.y+PI;float base=1.875-intensity*1.75;float maxValue=0.5*PI;float scaledSlope=intensity !=0.5 ? ((pow(base,slope)-1.0)/(pow(base,maxValue)-1.0))*maxValue : slope;float accent=cos(scaledSlope);vec4 accent_color=(1.0-accent)*u_accent*clamp(intensity*2.0,0.0,1.0);float shade=abs(mod((aspect+azimuth)/PI+0.5,2.0)-1.0);vec4 shade_color=mix(u_shadow,u_highlight,shade)*sin(scaledSlope)*clamp(intensity*2.0,0.0,1.0);gl_FragColor=accent_color*(1.0-shade_color.a)+shade_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos=a_texture_pos/8192.0;}\"),pr=_r(\"uniform lowp float u_device_pixel_ratio;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform vec2 u_units_to_pixels;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_linesofar;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),dr=_r(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);vec4 color=texture2D(u_image,vec2(v_lineprogress,0.5));gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define MAX_LINE_DISTANCE 32767.0\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_lineprogress=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0/MAX_LINE_DISTANCE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),vr=_r(\"uniform lowp float u_device_pixel_ratio;uniform vec2 u_texsize;uniform float u_fade;uniform mediump vec3 u_scale;uniform sampler2D u_image;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;vec2 pattern_size_a=vec2(display_size_a.x*fromScale/tileZoomRatio,display_size_a.y);vec2 pattern_size_b=vec2(display_size_b.x*toScale/tileZoomRatio,display_size_b.y);float aspect_a=display_size_a.y/v_width;float aspect_b=display_size_b.y/v_width;float dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float x_a=mod(v_linesofar/pattern_size_a.x*aspect_a,1.0);float x_b=mod(v_linesofar/pattern_size_b.x*aspect_b,1.0);float y=0.5*v_normal.y+0.5;vec2 texel_size=1.0/u_texsize;vec2 pos_a=mix(pattern_tl_a*texel_size-texel_size,pattern_br_a*texel_size+texel_size,vec2(x_a,y));vec2 pos_b=mix(pattern_tl_b*texel_size-texel_size,pattern_br_b*texel_size+texel_size,vec2(x_b,y));vec4 color=mix(texture2D(u_image,pos_a),texture2D(u_image,pos_b),u_fade);gl_FragColor=color*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform vec2 u_units_to_pixels;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_linesofar=a_linesofar;v_width2=vec2(outset,inset);v_width=floorwidth;}\"),gr=_r(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;uniform float u_sdfgamma;uniform float u_mix;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float sdfdist_a=texture2D(u_image,v_tex_a).a;float sdfdist_b=texture2D(u_image,v_tex_b).a;float sdfdist=mix(sdfdist_a,sdfdist_b,u_mix);alpha*=smoothstep(0.5-u_sdfgamma/floorwidth,0.5+u_sdfgamma/floorwidth,sdfdist);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_patternscale_a;uniform float u_tex_y_a;uniform vec2 u_patternscale_b;uniform float u_tex_y_b;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_tex_a=vec2(a_linesofar*u_patternscale_a.x/floorwidth,normal.y*u_patternscale_a.y+u_tex_y_a);v_tex_b=vec2(a_linesofar*u_patternscale_b.x/floorwidth,normal.y*u_patternscale_b.y+u_tex_y_b);v_width2=vec2(outset,inset);}\"),yr=_r(\"uniform float u_fade_t;uniform float u_opacity;uniform sampler2D u_image0;uniform sampler2D u_image1;varying vec2 v_pos0;varying vec2 v_pos1;uniform float u_brightness_low;uniform float u_brightness_high;uniform float u_saturation_factor;uniform float u_contrast_factor;uniform vec3 u_spin_weights;void main() {vec4 color0=texture2D(u_image0,v_pos0);vec4 color1=texture2D(u_image1,v_pos1);if (color0.a > 0.0) {color0.rgb=color0.rgb/color0.a;}if (color1.a > 0.0) {color1.rgb=color1.rgb/color1.a;}vec4 color=mix(color0,color1,u_fade_t);color.a*=u_opacity;vec3 rgb=color.rgb;rgb=vec3(dot(rgb,u_spin_weights.xyz),dot(rgb,u_spin_weights.zxy),dot(rgb,u_spin_weights.yzx));float average=(color.r+color.g+color.b)/3.0;rgb+=(average-rgb)*u_saturation_factor;rgb=(rgb-0.5)*u_contrast_factor+0.5;vec3 u_high_vec=vec3(u_brightness_low,u_brightness_low,u_brightness_low);vec3 u_low_vec=vec3(u_brightness_high,u_brightness_high,u_brightness_high);gl_FragColor=vec4(mix(u_high_vec,u_low_vec,rgb)*color.a,color.a);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_tl_parent;uniform float u_scale_parent;uniform float u_buffer_scale;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos0;varying vec2 v_pos1;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos0=(((a_texture_pos/8192.0)-0.5)/u_buffer_scale )+0.5;v_pos1=(v_pos0*u_scale_parent)+u_tl_parent;}\"),mr=_r(\"uniform sampler2D u_texture;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nlowp float alpha=opacity*v_fade_opacity;gl_FragColor=texture2D(u_texture,v_tex)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform highp float u_camera_to_center_distance;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform float u_fade_change;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform vec2 u_texsize;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;vec2 a_minFontScale=a_pixeloffset.zw/256.0;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*max(a_minFontScale,fontScale)+a_pxoffset/16.0),0.0,1.0);v_tex=a_tex/u_texsize;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;v_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));}\"),xr=_r(\"#define SDF_PX 8.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;uniform bool u_is_text;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat EDGE_GAMMA=0.105/u_device_pixel_ratio;vec2 tex=v_data0.xy;float gamma_scale=v_data1.x;float size=v_data1.y;float fade_opacity=v_data1[2];float fontScale=u_is_text ? size/24.0 : size;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale+a_pxoffset),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0=a_tex/u_texsize;v_data1=vec3(gamma_scale,size,interpolated_fade_opacity);}\"),br=_r(\"#define SDF_PX 8.0\\n#define SDF 1.0\\n#define ICON 0.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform sampler2D u_texture_icon;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat fade_opacity=v_data1[2];if (v_data1.w==ICON) {vec2 tex_icon=v_data0.zw;lowp float alpha=opacity*fade_opacity;gl_FragColor=texture2D(u_texture_icon,tex_icon)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\nreturn;}vec2 tex=v_data0.xy;float EDGE_GAMMA=0.105/u_device_pixel_ratio;float gamma_scale=v_data1.x;float size=v_data1.y;float fontScale=size/24.0;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;uniform vec2 u_texsize_icon;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);float is_sdf=a_size[0]-2.0*a_size_min;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=size/24.0;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0.xy=a_tex/u_texsize;v_data0.zw=a_tex/u_texsize_icon;v_data1=vec4(gamma_scale,size,interpolated_fade_opacity,is_sdf);}\");function _r(t,e){var r=/#pragma mapbox: ([\\w]+) ([\\w]+) ([\\w]+) ([\\w]+)/g,n={};return{fragmentSource:t=t.replace(r,(function(t,e,r,i,a){return n[a]=!0,\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nvarying \"+r+\" \"+i+\" \"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"\\n#ifdef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\"})),vertexSource:e=e.replace(r,(function(t,e,r,i,a){var o=\"float\"===i?\"vec2\":\"vec4\",s=a.match(/color/)?\"color\":o;return n[a]?\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nuniform lowp float u_\"+a+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+a+\";\\nvarying \"+r+\" \"+i+\" \"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+a+\" = a_\"+a+\";\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+a+\" = unpack_mix_\"+s+\"(a_\"+a+\", u_\"+a+\"_t);\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nuniform lowp float u_\"+a+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = a_\"+a+\";\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = unpack_mix_\"+s+\"(a_\"+a+\", u_\"+a+\"_t);\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\"}))}}var wr=Object.freeze({__proto__:null,prelude:Xe,background:Je,backgroundPattern:Ke,circle:$e,clippingMask:Qe,heatmap:tr,heatmapTexture:er,collisionBox:rr,collisionCircle:nr,debug:ir,fill:ar,fillOutline:or,fillOutlinePattern:sr,fillPattern:lr,fillExtrusion:ur,fillExtrusionPattern:cr,hillshadePrepare:fr,hillshade:hr,line:pr,lineGradient:dr,linePattern:vr,lineSDF:gr,raster:yr,symbolIcon:mr,symbolSDF:xr,symbolTextAndIcon:br}),Tr=function(){this.boundProgram=null,this.boundLayoutVertexBuffer=null,this.boundPaintVertexBuffers=[],this.boundIndexBuffer=null,this.boundVertexOffset=null,this.boundDynamicVertexBuffer=null,this.vao=null};Tr.prototype.bind=function(t,e,r,n,i,a,o,s){this.context=t;for(var l=this.boundPaintVertexBuffers.length!==n.length,u=0;!l&&u<n.length;u++)this.boundPaintVertexBuffers[u]!==n[u]&&(l=!0);var c=!this.vao||this.boundProgram!==e||this.boundLayoutVertexBuffer!==r||l||this.boundIndexBuffer!==i||this.boundVertexOffset!==a||this.boundDynamicVertexBuffer!==o||this.boundDynamicVertexBuffer2!==s;!t.extVertexArrayObject||c?this.freshBind(e,r,n,i,a,o,s):(t.bindVertexArrayOES.set(this.vao),o&&o.bind(),i&&i.dynamicDraw&&i.bind(),s&&s.bind())},Tr.prototype.freshBind=function(t,e,r,n,i,a,o){var s,l=t.numAttributes,u=this.context,c=u.gl;if(u.extVertexArrayObject)this.vao&&this.destroy(),this.vao=u.extVertexArrayObject.createVertexArrayOES(),u.bindVertexArrayOES.set(this.vao),s=0,this.boundProgram=t,this.boundLayoutVertexBuffer=e,this.boundPaintVertexBuffers=r,this.boundIndexBuffer=n,this.boundVertexOffset=i,this.boundDynamicVertexBuffer=a,this.boundDynamicVertexBuffer2=o;else{s=u.currentNumAttributes||0;for(var f=l;f<s;f++)c.disableVertexAttribArray(f)}e.enableAttributes(c,t);for(var h=0,p=r;h<p.length;h+=1)p[h].enableAttributes(c,t);a&&a.enableAttributes(c,t),o&&o.enableAttributes(c,t),e.bind(),e.setVertexAttribPointers(c,t,i);for(var d=0,v=r;d<v.length;d+=1){var g=v[d];g.bind(),g.setVertexAttribPointers(c,t,i)}a&&(a.bind(),a.setVertexAttribPointers(c,t,i)),n&&n.bind(),o&&(o.bind(),o.setVertexAttribPointers(c,t,i)),u.currentNumAttributes=l},Tr.prototype.destroy=function(){this.vao&&(this.context.extVertexArrayObject.deleteVertexArrayOES(this.vao),this.vao=null)};var kr=function(t,e,r,n,i){var a=t.gl;this.program=a.createProgram();var o=r?r.defines():[];i&&o.push(\"#define OVERDRAW_INSPECTOR;\");var s=o.concat(Xe.fragmentSource,e.fragmentSource).join(\"\\n\"),l=o.concat(Xe.vertexSource,e.vertexSource).join(\"\\n\"),u=a.createShader(a.FRAGMENT_SHADER);if(a.isContextLost())this.failedToCreate=!0;else{a.shaderSource(u,s),a.compileShader(u),a.attachShader(this.program,u);var c=a.createShader(a.VERTEX_SHADER);if(a.isContextLost())this.failedToCreate=!0;else{a.shaderSource(c,l),a.compileShader(c),a.attachShader(this.program,c);for(var f=r?r.layoutAttributes:[],h=0;h<f.length;h++)a.bindAttribLocation(this.program,h,f[h].name);a.linkProgram(this.program),a.deleteShader(c),a.deleteShader(u),this.numAttributes=a.getProgramParameter(this.program,a.ACTIVE_ATTRIBUTES),this.attributes={};for(var p={},d=0;d<this.numAttributes;d++){var v=a.getActiveAttrib(this.program,d);v&&(this.attributes[v.name]=a.getAttribLocation(this.program,v.name))}for(var g=a.getProgramParameter(this.program,a.ACTIVE_UNIFORMS),y=0;y<g;y++){var m=a.getActiveUniform(this.program,y);m&&(p[m.name]=a.getUniformLocation(this.program,m.name))}this.fixedUniforms=n(t,p),this.binderUniforms=r?r.getUniforms(t,p):[]}}};function Ar(t,e,r){var n=1/ge(r,1,e.transform.tileZoom),i=Math.pow(2,r.tileID.overscaledZ),a=r.tileSize*Math.pow(2,e.transform.tileZoom)/i,o=a*(r.tileID.canonical.x+r.tileID.wrap*i),s=a*r.tileID.canonical.y;return{u_image:0,u_texsize:r.imageAtlasTexture.size,u_scale:[n,t.fromScale,t.toScale],u_fade:t.t,u_pixel_coord_upper:[o>>16,s>>16],u_pixel_coord_lower:[65535&o,65535&s]}}kr.prototype.draw=function(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v){var g,y=t.gl;if(!this.failedToCreate){for(var m in t.program.set(this.program),t.setDepthMode(r),t.setStencilMode(n),t.setColorMode(i),t.setCullFace(a),this.fixedUniforms)this.fixedUniforms[m].set(o[m]);p&&p.setUniforms(t,this.binderUniforms,f,{zoom:h});for(var x=(g={},g[y.LINES]=2,g[y.TRIANGLES]=3,g[y.LINE_STRIP]=1,g)[e],b=0,_=c.get();b<_.length;b+=1){var w=_[b],T=w.vaos||(w.vaos={});(T[s]||(T[s]=new Tr)).bind(t,this,l,p?p.getPaintVertexBuffers():[],u,w.vertexOffset,d,v),y.drawElements(e,w.primitiveLength*x,y.UNSIGNED_SHORT,w.primitiveOffset*x*2)}}};var Mr=function(e,r,n,i){var a=r.style.light,o=a.properties.get(\"position\"),s=[o.x,o.y,o.z],l=t.create$1();\"viewport\"===a.properties.get(\"anchor\")&&t.fromRotation(l,-r.transform.angle),t.transformMat3(s,s,l);var u=a.properties.get(\"color\");return{u_matrix:e,u_lightpos:s,u_lightintensity:a.properties.get(\"intensity\"),u_lightcolor:[u.r,u.g,u.b],u_vertical_gradient:+n,u_opacity:i}},Sr=function(e,r,n,i,a,o,s){return t.extend(Mr(e,r,n,i),Ar(o,r,s),{u_height_factor:-Math.pow(2,a.overscaledZ)/s.tileSize/8})},Er=function(t){return{u_matrix:t}},Lr=function(e,r,n,i){return t.extend(Er(e),Ar(n,r,i))},Cr=function(t,e){return{u_matrix:t,u_world:e}},Pr=function(e,r,n,i,a){return t.extend(Lr(e,r,n,i),{u_world:a})},Or=function(e,r,n,i){var a,o,s=e.transform;if(\"map\"===i.paint.get(\"circle-pitch-alignment\")){var l=ge(n,1,s.zoom);a=!0,o=[l,l]}else a=!1,o=s.pixelsToGLUnits;return{u_camera_to_center_distance:s.cameraToCenterDistance,u_scale_with_map:+(\"map\"===i.paint.get(\"circle-pitch-scale\")),u_matrix:e.translatePosMatrix(r.posMatrix,n,i.paint.get(\"circle-translate\"),i.paint.get(\"circle-translate-anchor\")),u_pitch_with_map:+a,u_device_pixel_ratio:t.browser.devicePixelRatio,u_extrude_scale:o}},Ir=function(t,e,r){var n=ge(r,1,e.zoom),i=Math.pow(2,e.zoom-r.tileID.overscaledZ),a=r.tileID.overscaleFactor();return{u_matrix:t,u_camera_to_center_distance:e.cameraToCenterDistance,u_pixels_to_tile_units:n,u_extrude_scale:[e.pixelsToGLUnits[0]/(n*i),e.pixelsToGLUnits[1]/(n*i)],u_overscale_factor:a}},Dr=function(t,e,r){return{u_matrix:t,u_inv_matrix:e,u_camera_to_center_distance:r.cameraToCenterDistance,u_viewport_size:[r.width,r.height]}},zr=function(t,e,r){return void 0===r&&(r=1),{u_matrix:t,u_color:e,u_overlay:0,u_overlay_scale:r}},Rr=function(t){return{u_matrix:t}},Fr=function(t,e,r,n){return{u_matrix:t,u_extrude_scale:ge(e,1,r),u_intensity:n}},Br=function(e,r,n,i){var a=t.create();t.ortho(a,0,e.width,e.height,0,0,1);var o=e.context.gl;return{u_matrix:a,u_world:[o.drawingBufferWidth,o.drawingBufferHeight],u_image:n,u_color_ramp:i,u_opacity:r.paint.get(\"heatmap-opacity\")}},Nr=function(e,r,n){var i=n.paint.get(\"hillshade-shadow-color\"),a=n.paint.get(\"hillshade-highlight-color\"),o=n.paint.get(\"hillshade-accent-color\"),s=n.paint.get(\"hillshade-illumination-direction\")*(Math.PI/180);\"viewport\"===n.paint.get(\"hillshade-illumination-anchor\")&&(s-=e.transform.angle);var l,u,c,f=!e.options.moving;return{u_matrix:e.transform.calculatePosMatrix(r.tileID.toUnwrapped(),f),u_image:0,u_latrange:(l=r.tileID,u=Math.pow(2,l.canonical.z),c=l.canonical.y,[new t.MercatorCoordinate(0,c/u).toLngLat().lat,new t.MercatorCoordinate(0,(c+1)/u).toLngLat().lat]),u_light:[n.paint.get(\"hillshade-exaggeration\"),s],u_shadow:i,u_highlight:a,u_accent:o}},jr=function(e,r,n){var i=r.stride,a=t.create();return t.ortho(a,0,t.EXTENT,-t.EXTENT,0,0,1),t.translate(a,a,[0,-t.EXTENT,0]),{u_matrix:a,u_image:1,u_dimension:[i,i],u_zoom:e.overscaledZ,u_maxzoom:n,u_unpack:r.getUnpackVector()}};var Ur=function(e,r,n){var i=e.transform;return{u_matrix:Zr(e,r,n),u_ratio:1/ge(r,1,i.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_units_to_pixels:[1/i.pixelsToGLUnits[0],1/i.pixelsToGLUnits[1]]}},Vr=function(e,r,n){return t.extend(Ur(e,r,n),{u_image:0})},Hr=function(e,r,n,i){var a=e.transform,o=Gr(r,a);return{u_matrix:Zr(e,r,n),u_texsize:r.imageAtlasTexture.size,u_ratio:1/ge(r,1,a.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_image:0,u_scale:[o,i.fromScale,i.toScale],u_fade:i.t,u_units_to_pixels:[1/a.pixelsToGLUnits[0],1/a.pixelsToGLUnits[1]]}},qr=function(e,r,n,i,a){var o=e.transform,s=e.lineAtlas,l=Gr(r,o),u=\"round\"===n.layout.get(\"line-cap\"),c=s.getDash(i.from,u),f=s.getDash(i.to,u),h=c.width*a.fromScale,p=f.width*a.toScale;return t.extend(Ur(e,r,n),{u_patternscale_a:[l/h,-c.height/2],u_patternscale_b:[l/p,-f.height/2],u_sdfgamma:s.width/(256*Math.min(h,p)*t.browser.devicePixelRatio)/2,u_image:0,u_tex_y_a:c.y,u_tex_y_b:f.y,u_mix:a.t})};function Gr(t,e){return 1/ge(t,1,e.tileZoom)}function Zr(t,e,r){return t.translatePosMatrix(e.tileID.posMatrix,e,r.paint.get(\"line-translate\"),r.paint.get(\"line-translate-anchor\"))}var Yr=function(t,e,r,n,i){return{u_matrix:t,u_tl_parent:e,u_scale_parent:r,u_buffer_scale:1,u_fade_t:n.mix,u_opacity:n.opacity*i.paint.get(\"raster-opacity\"),u_image0:0,u_image1:1,u_brightness_low:i.paint.get(\"raster-brightness-min\"),u_brightness_high:i.paint.get(\"raster-brightness-max\"),u_saturation_factor:(o=i.paint.get(\"raster-saturation\"),o>0?1-1/(1.001-o):-o),u_contrast_factor:(a=i.paint.get(\"raster-contrast\"),a>0?1/(1-a):1+a),u_spin_weights:Wr(i.paint.get(\"raster-hue-rotate\"))};var a,o};function Wr(t){t*=Math.PI/180;var e=Math.sin(t),r=Math.cos(t);return[(2*r+1)/3,(-Math.sqrt(3)*e-r+1)/3,(Math.sqrt(3)*e-r+1)/3]}var Xr,Jr=function(t,e,r,n,i,a,o,s,l,u){var c=i.transform;return{u_is_size_zoom_constant:+(\"constant\"===t||\"source\"===t),u_is_size_feature_constant:+(\"constant\"===t||\"camera\"===t),u_size_t:e?e.uSizeT:0,u_size:e?e.uSize:0,u_camera_to_center_distance:c.cameraToCenterDistance,u_pitch:c.pitch/360*2*Math.PI,u_rotate_symbol:+r,u_aspect_ratio:c.width/c.height,u_fade_change:i.options.fadeDuration?i.symbolFadeChange:1,u_matrix:a,u_label_plane_matrix:o,u_coord_matrix:s,u_is_text:+l,u_pitch_with_map:+n,u_texsize:u,u_texture:0}},Kr=function(e,r,n,i,a,o,s,l,u,c,f){var h=a.transform;return t.extend(Jr(e,r,n,i,a,o,s,l,u,c),{u_gamma_scale:i?Math.cos(h._pitch)*h.cameraToCenterDistance:1,u_device_pixel_ratio:t.browser.devicePixelRatio,u_is_halo:+f})},$r=function(e,r,n,i,a,o,s,l,u,c){return t.extend(Kr(e,r,n,i,a,o,s,l,!0,u,!0),{u_texsize_icon:c,u_texture_icon:1})},Qr=function(t,e,r){return{u_matrix:t,u_opacity:e,u_color:r}},tn=function(e,r,n,i,a,o){return t.extend(function(t,e,r,n){var i=r.imageManager.getPattern(t.from.toString()),a=r.imageManager.getPattern(t.to.toString()),o=r.imageManager.getPixelSize(),s=o.width,l=o.height,u=Math.pow(2,n.tileID.overscaledZ),c=n.tileSize*Math.pow(2,r.transform.tileZoom)/u,f=c*(n.tileID.canonical.x+n.tileID.wrap*u),h=c*n.tileID.canonical.y;return{u_image:0,u_pattern_tl_a:i.tl,u_pattern_br_a:i.br,u_pattern_tl_b:a.tl,u_pattern_br_b:a.br,u_texsize:[s,l],u_mix:e.t,u_pattern_size_a:i.displaySize,u_pattern_size_b:a.displaySize,u_scale_a:e.fromScale,u_scale_b:e.toScale,u_tile_units_to_pixels:1/ge(n,1,r.transform.tileZoom),u_pixel_coord_upper:[f>>16,h>>16],u_pixel_coord_lower:[65535&f,65535&h]}}(i,o,n,a),{u_matrix:e,u_opacity:r})},en={fillExtrusion:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fillExtrusionPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_height_factor:new t.Uniform1f(e,r.u_height_factor),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fill:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},fillPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},fillOutline:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world)}},fillOutlinePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},circle:function(e,r){return{u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_scale_with_map:new t.Uniform1i(e,r.u_scale_with_map),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},collisionBox:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pixels_to_tile_units:new t.Uniform1f(e,r.u_pixels_to_tile_units),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_overscale_factor:new t.Uniform1f(e,r.u_overscale_factor)}},collisionCircle:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_inv_matrix:new t.UniformMatrix4f(e,r.u_inv_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_viewport_size:new t.Uniform2f(e,r.u_viewport_size)}},debug:function(e,r){return{u_color:new t.UniformColor(e,r.u_color),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_overlay:new t.Uniform1i(e,r.u_overlay),u_overlay_scale:new t.Uniform1f(e,r.u_overlay_scale)}},clippingMask:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmap:function(e,r){return{u_extrude_scale:new t.Uniform1f(e,r.u_extrude_scale),u_intensity:new t.Uniform1f(e,r.u_intensity),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmapTexture:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_color_ramp:new t.Uniform1i(e,r.u_color_ramp),u_opacity:new t.Uniform1f(e,r.u_opacity)}},hillshade:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_latrange:new t.Uniform2f(e,r.u_latrange),u_light:new t.Uniform2f(e,r.u_light),u_shadow:new t.UniformColor(e,r.u_shadow),u_highlight:new t.UniformColor(e,r.u_highlight),u_accent:new t.UniformColor(e,r.u_accent)}},hillshadePrepare:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_dimension:new t.Uniform2f(e,r.u_dimension),u_zoom:new t.Uniform1f(e,r.u_zoom),u_maxzoom:new t.Uniform1f(e,r.u_maxzoom),u_unpack:new t.Uniform4f(e,r.u_unpack)}},line:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels)}},lineGradient:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_image:new t.Uniform1i(e,r.u_image)}},linePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_texsize:new t.Uniform2f(e,r.u_texsize),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_image:new t.Uniform1i(e,r.u_image),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},lineSDF:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_patternscale_a:new t.Uniform2f(e,r.u_patternscale_a),u_patternscale_b:new t.Uniform2f(e,r.u_patternscale_b),u_sdfgamma:new t.Uniform1f(e,r.u_sdfgamma),u_image:new t.Uniform1i(e,r.u_image),u_tex_y_a:new t.Uniform1f(e,r.u_tex_y_a),u_tex_y_b:new t.Uniform1f(e,r.u_tex_y_b),u_mix:new t.Uniform1f(e,r.u_mix)}},raster:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_tl_parent:new t.Uniform2f(e,r.u_tl_parent),u_scale_parent:new t.Uniform1f(e,r.u_scale_parent),u_buffer_scale:new t.Uniform1f(e,r.u_buffer_scale),u_fade_t:new t.Uniform1f(e,r.u_fade_t),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image0:new t.Uniform1i(e,r.u_image0),u_image1:new t.Uniform1i(e,r.u_image1),u_brightness_low:new t.Uniform1f(e,r.u_brightness_low),u_brightness_high:new t.Uniform1f(e,r.u_brightness_high),u_saturation_factor:new t.Uniform1f(e,r.u_saturation_factor),u_contrast_factor:new t.Uniform1f(e,r.u_contrast_factor),u_spin_weights:new t.Uniform3f(e,r.u_spin_weights)}},symbolIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture)}},symbolSDF:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},symbolTextAndIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texsize_icon:new t.Uniform2f(e,r.u_texsize_icon),u_texture:new t.Uniform1i(e,r.u_texture),u_texture_icon:new t.Uniform1i(e,r.u_texture_icon),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},background:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_color:new t.UniformColor(e,r.u_color)}},backgroundPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image:new t.Uniform1i(e,r.u_image),u_pattern_tl_a:new t.Uniform2f(e,r.u_pattern_tl_a),u_pattern_br_a:new t.Uniform2f(e,r.u_pattern_br_a),u_pattern_tl_b:new t.Uniform2f(e,r.u_pattern_tl_b),u_pattern_br_b:new t.Uniform2f(e,r.u_pattern_br_b),u_texsize:new t.Uniform2f(e,r.u_texsize),u_mix:new t.Uniform1f(e,r.u_mix),u_pattern_size_a:new t.Uniform2f(e,r.u_pattern_size_a),u_pattern_size_b:new t.Uniform2f(e,r.u_pattern_size_b),u_scale_a:new t.Uniform1f(e,r.u_scale_a),u_scale_b:new t.Uniform1f(e,r.u_scale_b),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_tile_units_to_pixels:new t.Uniform1f(e,r.u_tile_units_to_pixels)}}};function rn(e,r,n,i,a,o,s){for(var l=e.context,u=l.gl,c=e.useProgram(\"collisionBox\"),f=[],h=0,p=0,d=0;d<i.length;d++){var v=i[d],g=r.getTile(v),y=g.getBucket(n);if(y){var m=v.posMatrix;0===a[0]&&0===a[1]||(m=e.translatePosMatrix(v.posMatrix,g,a,o));var x=s?y.textCollisionBox:y.iconCollisionBox,b=y.collisionCircleArray;if(b.length>0){var _=t.create(),w=m;t.mul(_,y.placementInvProjMatrix,e.transform.glCoordMatrix),t.mul(_,_,y.placementViewportMatrix),f.push({circleArray:b,circleOffset:p,transform:w,invTransform:_}),p=h+=b.length/4}x&&c.draw(l,u.LINES,Mt.disabled,Et.disabled,e.colorModeForRenderPass(),Ct.disabled,Ir(m,e.transform,g),n.id,x.layoutVertexBuffer,x.indexBuffer,x.segments,null,e.transform.zoom,null,null,x.collisionVertexBuffer)}}if(s&&f.length){var T=e.useProgram(\"collisionCircle\"),k=new t.StructArrayLayout2f1f2i16;k.resize(4*h),k._trim();for(var A=0,M=0,S=f;M<S.length;M+=1)for(var E=S[M],L=0;L<E.circleArray.length/4;L++){var C=4*L,P=E.circleArray[C+0],O=E.circleArray[C+1],I=E.circleArray[C+2],D=E.circleArray[C+3];k.emplace(A++,P,O,I,D,0),k.emplace(A++,P,O,I,D,1),k.emplace(A++,P,O,I,D,2),k.emplace(A++,P,O,I,D,3)}(!Xr||Xr.length<2*h)&&(Xr=function(e){var r=2*e,n=new t.StructArrayLayout3ui6;n.resize(r),n._trim();for(var i=0;i<r;i++){var a=6*i;n.uint16[a+0]=4*i+0,n.uint16[a+1]=4*i+1,n.uint16[a+2]=4*i+2,n.uint16[a+3]=4*i+2,n.uint16[a+4]=4*i+3,n.uint16[a+5]=4*i+0}return n}(h));for(var z=l.createIndexBuffer(Xr,!0),R=l.createVertexBuffer(k,t.collisionCircleLayout.members,!0),F=0,B=f;F<B.length;F+=1){var N=B[F],j=Dr(N.transform,N.invTransform,e.transform);T.draw(l,u.TRIANGLES,Mt.disabled,Et.disabled,e.colorModeForRenderPass(),Ct.disabled,j,n.id,R,z,t.SegmentVector.simpleSegment(0,2*N.circleOffset,N.circleArray.length,N.circleArray.length/2),null,e.transform.zoom,null,null,null)}R.destroy(),z.destroy()}}var nn=t.identity(new Float32Array(16));function an(e,r,n,i,a,o){var s=t.getAnchorAlignment(e),l=-(s.horizontalAlign-.5)*r,u=-(s.verticalAlign-.5)*n,c=t.evaluateVariableOffset(e,i);return new t.Point((l/a+c[0])*o,(u/a+c[1])*o)}function on(e,r,n,i,a,o,s,l,u,c,f){var h=e.text.placedSymbolArray,p=e.text.dynamicLayoutVertexArray,d=e.icon.dynamicLayoutVertexArray,v={};p.clear();for(var g=0;g<h.length;g++){var y=h.get(g),m=e.allowVerticalPlacement&&!y.placedOrientation,x=y.hidden||!y.crossTileID||m?null:i[y.crossTileID];if(x){var b=new t.Point(y.anchorX,y.anchorY),_=re(b,n?l:s),w=ne(o.cameraToCenterDistance,_.signedDistanceFromCamera),T=a.evaluateSizeForFeature(e.textSizeData,c,y)*w/t.ONE_EM;n&&(T*=e.tilePixelRatio/u);for(var k=x.width,A=x.height,M=an(x.anchor,k,A,x.textOffset,x.textBoxScale,T),S=n?re(b.add(M),s).point:_.point.add(r?M.rotate(-o.angle):M),E=e.allowVerticalPlacement&&y.placedOrientation===t.WritingMode.vertical?Math.PI/2:0,L=0;L<y.numGlyphs;L++)t.addDynamicAttributes(p,S,E);f&&y.associatedIconIndex>=0&&(v[y.associatedIconIndex]={shiftedAnchor:S,angle:E})}else he(y.numGlyphs,p)}if(f){d.clear();for(var C=e.icon.placedSymbolArray,P=0;P<C.length;P++){var O=C.get(P);if(O.hidden)he(O.numGlyphs,d);else{var I=v[P];if(I)for(var D=0;D<O.numGlyphs;D++)t.addDynamicAttributes(d,I.shiftedAnchor,I.angle);else he(O.numGlyphs,d)}}e.icon.dynamicLayoutVertexBuffer.updateData(d)}e.text.dynamicLayoutVertexBuffer.updateData(p)}function sn(t,e,r){return r.iconsInText&&e?\"symbolTextAndIcon\":t?\"symbolSDF\":\"symbolIcon\"}function ln(e,r,n,i,a,o,s,l,u,c,f,h){for(var p=e.context,d=p.gl,v=e.transform,g=\"map\"===l,y=\"map\"===u,m=g&&\"point\"!==n.layout.get(\"symbol-placement\"),x=g&&!y&&!m,b=void 0!==n.layout.get(\"symbol-sort-key\").constantOr(1),_=e.depthModeForSublayer(0,Mt.ReadOnly),w=n.layout.get(\"text-variable-anchor\"),T=[],k=0,A=i;k<A.length;k+=1){var M=A[k],S=r.getTile(M),E=S.getBucket(n);if(E){var L=a?E.text:E.icon;if(L&&L.segments.get().length){var C=L.programConfigurations.get(n.id),P=a||E.sdfIcons,O=a?E.textSizeData:E.iconSizeData,I=y||0!==v.pitch,D=e.useProgram(sn(P,a,E),C),z=t.evaluateSizeForZoom(O,v.zoom),R=void 0,F=[0,0],B=void 0,N=void 0,j=null,U=void 0;if(a){if(B=S.glyphAtlasTexture,N=d.LINEAR,R=S.glyphAtlasTexture.size,E.iconsInText){F=S.imageAtlasTexture.size,j=S.imageAtlasTexture;var V=\"composite\"===O.kind||\"camera\"===O.kind;U=I||e.options.rotating||e.options.zooming||V?d.LINEAR:d.NEAREST}}else{var H=1!==n.layout.get(\"icon-size\").constantOr(0)||E.iconsNeedLinear;B=S.imageAtlasTexture,N=P||e.options.rotating||e.options.zooming||H||I?d.LINEAR:d.NEAREST,R=S.imageAtlasTexture.size}var q=ge(S,1,e.transform.zoom),G=te(M.posMatrix,y,g,e.transform,q),Z=ee(M.posMatrix,y,g,e.transform,q),Y=w&&E.hasTextData(),W=\"none\"!==n.layout.get(\"icon-text-fit\")&&Y&&E.hasIconData();m&&ae(E,M.posMatrix,e,a,G,Z,y,c);var X=e.translatePosMatrix(M.posMatrix,S,o,s),J=m||a&&w||W?nn:G,K=e.translatePosMatrix(Z,S,o,s,!0),$=P&&0!==n.paint.get(a?\"text-halo-width\":\"icon-halo-width\").constantOr(1),Q={program:D,buffers:L,uniformValues:P?E.iconsInText?$r(O.kind,z,x,y,e,X,J,K,R,F):Kr(O.kind,z,x,y,e,X,J,K,a,R,!0):Jr(O.kind,z,x,y,e,X,J,K,a,R),atlasTexture:B,atlasTextureIcon:j,atlasInterpolation:N,atlasInterpolationIcon:U,isSDF:P,hasHalo:$};if(b)for(var tt=0,et=L.segments.get();tt<et.length;tt+=1){var rt=et[tt];T.push({segments:new t.SegmentVector([rt]),sortKey:rt.sortKey,state:Q})}else T.push({segments:L.segments,sortKey:0,state:Q})}}}b&&T.sort((function(t,e){return t.sortKey-e.sortKey}));for(var nt=0,it=T;nt<it.length;nt+=1){var at=it[nt],ot=at.state;if(p.activeTexture.set(d.TEXTURE0),ot.atlasTexture.bind(ot.atlasInterpolation,d.CLAMP_TO_EDGE),ot.atlasTextureIcon&&(p.activeTexture.set(d.TEXTURE1),ot.atlasTextureIcon&&ot.atlasTextureIcon.bind(ot.atlasInterpolationIcon,d.CLAMP_TO_EDGE)),ot.isSDF){var st=ot.uniformValues;ot.hasHalo&&(st.u_is_halo=1,un(ot.buffers,at.segments,n,e,ot.program,_,f,h,st)),st.u_is_halo=0}un(ot.buffers,at.segments,n,e,ot.program,_,f,h,ot.uniformValues)}}function un(t,e,r,n,i,a,o,s,l){var u=n.context,c=u.gl;i.draw(u,c.TRIANGLES,a,o,s,Ct.disabled,l,r.id,t.layoutVertexBuffer,t.indexBuffer,e,r.paint,n.transform.zoom,t.programConfigurations.get(r.id),t.dynamicLayoutVertexBuffer,t.opacityVertexBuffer)}function cn(t,e,r,n,i,a,o){var s,l,u,c,f,h=t.context.gl,p=r.paint.get(\"fill-pattern\"),d=p&&p.constantOr(1),v=r.getCrossfadeParameters();o?(l=d&&!r.getPaintProperty(\"fill-outline-color\")?\"fillOutlinePattern\":\"fillOutline\",s=h.LINES):(l=d?\"fillPattern\":\"fill\",s=h.TRIANGLES);for(var g=0,y=n;g<y.length;g+=1){var m=y[g],x=e.getTile(m);if(!d||x.patternsLoaded()){var b=x.getBucket(r);if(b){var _=b.programConfigurations.get(r.id),w=t.useProgram(l,_);d&&(t.context.activeTexture.set(h.TEXTURE0),x.imageAtlasTexture.bind(h.LINEAR,h.CLAMP_TO_EDGE),_.updatePaintBuffers(v));var T=p.constantOr(null);if(T&&x.imageAtlas){var k=x.imageAtlas,A=k.patternPositions[T.to.toString()],M=k.patternPositions[T.from.toString()];A&&M&&_.setConstantPatternPositions(A,M)}var S=t.translatePosMatrix(m.posMatrix,x,r.paint.get(\"fill-translate\"),r.paint.get(\"fill-translate-anchor\"));if(o){c=b.indexBuffer2,f=b.segments2;var E=[h.drawingBufferWidth,h.drawingBufferHeight];u=\"fillOutlinePattern\"===l&&d?Pr(S,t,v,x,E):Cr(S,E)}else c=b.indexBuffer,f=b.segments,u=d?Lr(S,t,v,x):Er(S);w.draw(t.context,s,i,t.stencilModeForClipping(m),a,Ct.disabled,u,r.id,b.layoutVertexBuffer,c,f,r.paint,t.transform.zoom,_)}}}}function fn(t,e,r,n,i,a,o){for(var s=t.context,l=s.gl,u=r.paint.get(\"fill-extrusion-pattern\"),c=u.constantOr(1),f=r.getCrossfadeParameters(),h=r.paint.get(\"fill-extrusion-opacity\"),p=0,d=n;p<d.length;p+=1){var v=d[p],g=e.getTile(v),y=g.getBucket(r);if(y){var m=y.programConfigurations.get(r.id),x=t.useProgram(c?\"fillExtrusionPattern\":\"fillExtrusion\",m);c&&(t.context.activeTexture.set(l.TEXTURE0),g.imageAtlasTexture.bind(l.LINEAR,l.CLAMP_TO_EDGE),m.updatePaintBuffers(f));var b=u.constantOr(null);if(b&&g.imageAtlas){var _=g.imageAtlas,w=_.patternPositions[b.to.toString()],T=_.patternPositions[b.from.toString()];w&&T&&m.setConstantPatternPositions(w,T)}var k=t.translatePosMatrix(v.posMatrix,g,r.paint.get(\"fill-extrusion-translate\"),r.paint.get(\"fill-extrusion-translate-anchor\")),A=r.paint.get(\"fill-extrusion-vertical-gradient\"),M=c?Sr(k,t,A,h,v,f,g):Mr(k,t,A,h);x.draw(s,s.gl.TRIANGLES,i,a,o,Ct.backCCW,M,r.id,y.layoutVertexBuffer,y.indexBuffer,y.segments,r.paint,t.transform.zoom,m)}}}function hn(t,e,r,n,i,a){var o=t.context,s=o.gl,l=e.fbo;if(l){var u=t.useProgram(\"hillshade\");o.activeTexture.set(s.TEXTURE0),s.bindTexture(s.TEXTURE_2D,l.colorAttachment.get());var c=Nr(t,e,r);u.draw(o,s.TRIANGLES,n,i,a,Ct.disabled,c,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}}function pn(e,r,n,i,a,o,s){var l=e.context,u=l.gl,c=r.dem;if(c&&c.data){var f=c.dim,h=c.stride,p=c.getPixels();if(l.activeTexture.set(u.TEXTURE1),l.pixelStoreUnpackPremultiplyAlpha.set(!1),r.demTexture=r.demTexture||e.getTileTexture(h),r.demTexture){var d=r.demTexture;d.update(p,{premultiply:!1}),d.bind(u.NEAREST,u.CLAMP_TO_EDGE)}else r.demTexture=new t.Texture(l,p,u.RGBA,{premultiply:!1}),r.demTexture.bind(u.NEAREST,u.CLAMP_TO_EDGE);l.activeTexture.set(u.TEXTURE0);var v=r.fbo;if(!v){var g=new t.Texture(l,{width:f,height:f,data:null},u.RGBA);g.bind(u.LINEAR,u.CLAMP_TO_EDGE),(v=r.fbo=l.createFramebuffer(f,f,!0)).colorAttachment.set(g.texture)}l.bindFramebuffer.set(v.framebuffer),l.viewport.set([0,0,f,f]),e.useProgram(\"hillshadePrepare\").draw(l,u.TRIANGLES,a,o,s,Ct.disabled,jr(r.tileID,c,i),n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments),r.needsHillshadePrepare=!1}}function dn(e,r,n,i,a){var o=i.paint.get(\"raster-fade-duration\");if(o>0){var s=t.browser.now(),l=(s-e.timeAdded)/o,u=r?(s-r.timeAdded)/o:-1,c=n.getSource(),f=a.coveringZoomLevel({tileSize:c.tileSize,roundZoom:c.roundZoom}),h=!r||Math.abs(r.tileID.overscaledZ-f)>Math.abs(e.tileID.overscaledZ-f),p=h&&e.refreshedUponExpiration?1:t.clamp(h?l:1-u,0,1);return e.refreshedUponExpiration&&l>=1&&(e.refreshedUponExpiration=!1),r?{opacity:1,mix:1-p}:{opacity:p,mix:0}}return{opacity:1,mix:0}}var vn=new t.Color(1,0,0,1),gn=new t.Color(0,1,0,1),yn=new t.Color(0,0,1,1),mn=new t.Color(1,0,1,1),xn=new t.Color(0,1,1,1);function bn(t){var e=t.transform.padding;_n(t,t.transform.height-(e.top||0),3,vn),_n(t,e.bottom||0,3,gn),wn(t,e.left||0,3,yn),wn(t,t.transform.width-(e.right||0),3,mn);var r=t.transform.centerPoint;!function(t,e,r,n){var i=20,a=2;Tn(t,e-a/2,r-i/2,a,i,n),Tn(t,e-i/2,r-a/2,i,a,n)}(t,r.x,t.transform.height-r.y,xn)}function _n(t,e,r,n){Tn(t,0,e+r/2,t.transform.width,r,n)}function wn(t,e,r,n){Tn(t,e-r/2,0,r,t.transform.height,n)}function Tn(e,r,n,i,a,o){var s=e.context,l=s.gl;l.enable(l.SCISSOR_TEST),l.scissor(r*t.browser.devicePixelRatio,n*t.browser.devicePixelRatio,i*t.browser.devicePixelRatio,a*t.browser.devicePixelRatio),s.clear({color:o}),l.disable(l.SCISSOR_TEST)}function kn(e,r,n){var i=e.context,a=i.gl,o=n.posMatrix,s=e.useProgram(\"debug\"),l=Mt.disabled,u=Et.disabled,c=e.colorModeForRenderPass(),f=\"$debug\";i.activeTexture.set(a.TEXTURE0),e.emptyTexture.bind(a.LINEAR,a.CLAMP_TO_EDGE),s.draw(i,a.LINE_STRIP,l,u,c,Ct.disabled,zr(o,t.Color.red),f,e.debugBuffer,e.tileBorderIndexBuffer,e.debugSegments);var h=r.getTileByID(n.key).latestRawTileData,p=h&&h.byteLength||0,d=Math.floor(p/1024),v=r.getTile(n).tileSize,g=512/Math.min(v,512)*(n.overscaledZ/e.transform.zoom)*.5,y=n.canonical.toString();n.overscaledZ!==n.canonical.z&&(y+=\" => \"+n.overscaledZ),function(t,e){t.initDebugOverlayCanvas();var r=t.debugOverlayCanvas,n=t.context.gl,i=t.debugOverlayCanvas.getContext(\"2d\");i.clearRect(0,0,r.width,r.height),i.shadowColor=\"white\",i.shadowBlur=2,i.lineWidth=1.5,i.strokeStyle=\"white\",i.textBaseline=\"top\",i.font=\"bold 36px Open Sans, sans-serif\",i.fillText(e,5,5),i.strokeText(e,5,5),t.debugOverlayTexture.update(r),t.debugOverlayTexture.bind(n.LINEAR,n.CLAMP_TO_EDGE)}(e,y+\" \"+d+\"kb\"),s.draw(i,a.TRIANGLES,l,u,Lt.alphaBlended,Ct.disabled,zr(o,t.Color.transparent,g),f,e.debugBuffer,e.quadTriangleIndexBuffer,e.debugSegments)}var An={symbol:function(e,r,n,i,a){if(\"translucent\"===e.renderPass){var o=Et.disabled,s=e.colorModeForRenderPass();n.layout.get(\"text-variable-anchor\")&&function(e,r,n,i,a,o,s){for(var l=r.transform,u=\"map\"===a,c=\"map\"===o,f=0,h=e;f<h.length;f+=1){var p=h[f],d=i.getTile(p),v=d.getBucket(n);if(v&&v.text&&v.text.segments.get().length){var g=v.textSizeData,y=t.evaluateSizeForZoom(g,l.zoom),m=ge(d,1,r.transform.zoom),x=te(p.posMatrix,c,u,r.transform,m),b=\"none\"!==n.layout.get(\"icon-text-fit\")&&v.hasIconData();if(y){var _=Math.pow(2,l.zoom-d.tileID.overscaledZ);on(v,u,c,s,t.symbolSize,l,x,p.posMatrix,_,y,b)}}}}(i,e,n,r,n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),a),0!==n.paint.get(\"icon-opacity\").constantOr(1)&&ln(e,r,n,i,!1,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),n.layout.get(\"icon-rotation-alignment\"),n.layout.get(\"icon-pitch-alignment\"),n.layout.get(\"icon-keep-upright\"),o,s),0!==n.paint.get(\"text-opacity\").constantOr(1)&&ln(e,r,n,i,!0,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),n.layout.get(\"text-keep-upright\"),o,s),r.map.showCollisionBoxes&&(rn(e,r,n,i,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),!0),rn(e,r,n,i,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),!1))}},circle:function(e,r,n,i){if(\"translucent\"===e.renderPass){var a=n.paint.get(\"circle-opacity\"),o=n.paint.get(\"circle-stroke-width\"),s=n.paint.get(\"circle-stroke-opacity\"),l=void 0!==n.layout.get(\"circle-sort-key\").constantOr(1);if(0!==a.constantOr(1)||0!==o.constantOr(1)&&0!==s.constantOr(1)){for(var u=e.context,c=u.gl,f=e.depthModeForSublayer(0,Mt.ReadOnly),h=Et.disabled,p=e.colorModeForRenderPass(),d=[],v=0;v<i.length;v++){var g=i[v],y=r.getTile(g),m=y.getBucket(n);if(m){var x=m.programConfigurations.get(n.id),b={programConfiguration:x,program:e.useProgram(\"circle\",x),layoutVertexBuffer:m.layoutVertexBuffer,indexBuffer:m.indexBuffer,uniformValues:Or(e,g,y,n)};if(l)for(var _=0,w=m.segments.get();_<w.length;_+=1){var T=w[_];d.push({segments:new t.SegmentVector([T]),sortKey:T.sortKey,state:b})}else d.push({segments:m.segments,sortKey:0,state:b})}}l&&d.sort((function(t,e){return t.sortKey-e.sortKey}));for(var k=0,A=d;k<A.length;k+=1){var M=A[k],S=M.state,E=S.programConfiguration,L=S.program,C=S.layoutVertexBuffer,P=S.indexBuffer,O=S.uniformValues,I=M.segments;L.draw(u,c.TRIANGLES,f,h,p,Ct.disabled,O,n.id,C,P,I,n.paint,e.transform.zoom,E)}}}},heatmap:function(e,r,n,i){if(0!==n.paint.get(\"heatmap-opacity\"))if(\"offscreen\"===e.renderPass){var a=e.context,o=a.gl,s=Et.disabled,l=new Lt([o.ONE,o.ONE],t.Color.transparent,[!0,!0,!0,!0]);(function(t,e,r){var n=t.gl;t.activeTexture.set(n.TEXTURE1),t.viewport.set([0,0,e.width/4,e.height/4]);var i=r.heatmapFbo;if(i)n.bindTexture(n.TEXTURE_2D,i.colorAttachment.get()),t.bindFramebuffer.set(i.framebuffer);else{var a=n.createTexture();n.bindTexture(n.TEXTURE_2D,a),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,n.LINEAR),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,n.LINEAR),i=r.heatmapFbo=t.createFramebuffer(e.width/4,e.height/4,!1),function(t,e,r,n){var i=t.gl,a=t.extRenderToTextureHalfFloat?t.extTextureHalfFloat.HALF_FLOAT_OES:i.UNSIGNED_BYTE;i.texImage2D(i.TEXTURE_2D,0,i.RGBA,e.width/4,e.height/4,0,i.RGBA,a,null),n.colorAttachment.set(r)}(t,e,a,i)}})(a,e,n),a.clear({color:t.Color.transparent});for(var u=0;u<i.length;u++){var c=i[u];if(!r.hasRenderableParent(c)){var f=r.getTile(c),h=f.getBucket(n);if(h){var p=h.programConfigurations.get(n.id),d=e.useProgram(\"heatmap\",p),v=e.transform.zoom;d.draw(a,o.TRIANGLES,Mt.disabled,s,l,Ct.disabled,Fr(c.posMatrix,f,v,n.paint.get(\"heatmap-intensity\")),n.id,h.layoutVertexBuffer,h.indexBuffer,h.segments,n.paint,e.transform.zoom,p)}}}a.viewport.set([0,0,e.width,e.height])}else\"translucent\"===e.renderPass&&(e.context.setColorMode(e.colorModeForRenderPass()),function(e,r){var n=e.context,i=n.gl,a=r.heatmapFbo;if(a){n.activeTexture.set(i.TEXTURE0),i.bindTexture(i.TEXTURE_2D,a.colorAttachment.get()),n.activeTexture.set(i.TEXTURE1);var o=r.colorRampTexture;o||(o=r.colorRampTexture=new t.Texture(n,r.colorRamp,i.RGBA)),o.bind(i.LINEAR,i.CLAMP_TO_EDGE),e.useProgram(\"heatmapTexture\").draw(n,i.TRIANGLES,Mt.disabled,Et.disabled,e.colorModeForRenderPass(),Ct.disabled,Br(e,r,0,1),r.id,e.viewportBuffer,e.quadTriangleIndexBuffer,e.viewportSegments,r.paint,e.transform.zoom)}}(e,n))},line:function(e,r,n,i){if(\"translucent\"===e.renderPass){var a=n.paint.get(\"line-opacity\"),o=n.paint.get(\"line-width\");if(0!==a.constantOr(1)&&0!==o.constantOr(1)){var s=e.depthModeForSublayer(0,Mt.ReadOnly),l=e.colorModeForRenderPass(),u=n.paint.get(\"line-dasharray\"),c=n.paint.get(\"line-pattern\"),f=c.constantOr(1),h=n.paint.get(\"line-gradient\"),p=n.getCrossfadeParameters(),d=f?\"linePattern\":u?\"lineSDF\":h?\"lineGradient\":\"line\",v=e.context,g=v.gl,y=!0;if(h){v.activeTexture.set(g.TEXTURE0);var m=n.gradientTexture;if(!n.gradient)return;m||(m=n.gradientTexture=new t.Texture(v,n.gradient,g.RGBA)),m.bind(g.LINEAR,g.CLAMP_TO_EDGE)}for(var x=0,b=i;x<b.length;x+=1){var _=b[x],w=r.getTile(_);if(!f||w.patternsLoaded()){var T=w.getBucket(n);if(T){var k=T.programConfigurations.get(n.id),A=e.context.program.get(),M=e.useProgram(d,k),S=y||M.program!==A,E=c.constantOr(null);if(E&&w.imageAtlas){var L=w.imageAtlas,C=L.patternPositions[E.to.toString()],P=L.patternPositions[E.from.toString()];C&&P&&k.setConstantPatternPositions(C,P)}var O=f?Hr(e,w,n,p):u?qr(e,w,n,u,p):h?Vr(e,w,n):Ur(e,w,n);f?(v.activeTexture.set(g.TEXTURE0),w.imageAtlasTexture.bind(g.LINEAR,g.CLAMP_TO_EDGE),k.updatePaintBuffers(p)):u&&(S||e.lineAtlas.dirty)&&(v.activeTexture.set(g.TEXTURE0),e.lineAtlas.bind(v)),M.draw(v,g.TRIANGLES,s,e.stencilModeForClipping(_),l,Ct.disabled,O,n.id,T.layoutVertexBuffer,T.indexBuffer,T.segments,n.paint,e.transform.zoom,k),y=!1}}}}}},fill:function(e,r,n,i){var a=n.paint.get(\"fill-color\"),o=n.paint.get(\"fill-opacity\");if(0!==o.constantOr(1)){var s=e.colorModeForRenderPass(),l=n.paint.get(\"fill-pattern\"),u=e.opaquePassEnabledForLayer()&&!l.constantOr(1)&&1===a.constantOr(t.Color.transparent).a&&1===o.constantOr(0)?\"opaque\":\"translucent\";if(e.renderPass===u){var c=e.depthModeForSublayer(1,\"opaque\"===e.renderPass?Mt.ReadWrite:Mt.ReadOnly);cn(e,r,n,i,c,s,!1)}if(\"translucent\"===e.renderPass&&n.paint.get(\"fill-antialias\")){var f=e.depthModeForSublayer(n.getPaintProperty(\"fill-outline-color\")?2:0,Mt.ReadOnly);cn(e,r,n,i,f,s,!0)}}},\"fill-extrusion\":function(t,e,r,n){var i=r.paint.get(\"fill-extrusion-opacity\");if(0!==i&&\"translucent\"===t.renderPass){var a=new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D);if(1!==i||r.paint.get(\"fill-extrusion-pattern\").constantOr(1))fn(t,e,r,n,a,Et.disabled,Lt.disabled),fn(t,e,r,n,a,t.stencilModeFor3D(),t.colorModeForRenderPass());else{var o=t.colorModeForRenderPass();fn(t,e,r,n,a,Et.disabled,o)}}},hillshade:function(t,e,r,n){if(\"offscreen\"===t.renderPass||\"translucent\"===t.renderPass){for(var i=t.context,a=e.getSource().maxzoom,o=t.depthModeForSublayer(0,Mt.ReadOnly),s=t.colorModeForRenderPass(),l=\"translucent\"===t.renderPass?t.stencilConfigForOverlap(n):[{},n],u=l[0],c=0,f=l[1];c<f.length;c+=1){var h=f[c],p=e.getTile(h);p.needsHillshadePrepare&&\"offscreen\"===t.renderPass?pn(t,p,r,a,o,Et.disabled,s):\"translucent\"===t.renderPass&&hn(t,p,r,o,u[h.overscaledZ],s)}i.viewport.set([0,0,t.width,t.height])}},raster:function(t,e,r,n){if(\"translucent\"===t.renderPass&&0!==r.paint.get(\"raster-opacity\")&&n.length)for(var i=t.context,a=i.gl,o=e.getSource(),s=t.useProgram(\"raster\"),l=t.colorModeForRenderPass(),u=o instanceof I?[{},n]:t.stencilConfigForOverlap(n),c=u[0],f=u[1],h=f[f.length-1].overscaledZ,p=!t.options.moving,d=0,v=f;d<v.length;d+=1){var g=v[d],y=t.depthModeForSublayer(g.overscaledZ-h,1===r.paint.get(\"raster-opacity\")?Mt.ReadWrite:Mt.ReadOnly,a.LESS),m=e.getTile(g),x=t.transform.calculatePosMatrix(g.toUnwrapped(),p);m.registerFadeDuration(r.paint.get(\"raster-fade-duration\"));var b=e.findLoadedParent(g,0),_=dn(m,b,e,r,t.transform),w=void 0,T=void 0,k=\"nearest\"===r.paint.get(\"raster-resampling\")?a.NEAREST:a.LINEAR;i.activeTexture.set(a.TEXTURE0),m.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),i.activeTexture.set(a.TEXTURE1),b?(b.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),w=Math.pow(2,b.tileID.overscaledZ-m.tileID.overscaledZ),T=[m.tileID.canonical.x*w%1,m.tileID.canonical.y*w%1]):m.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST);var A=Yr(x,T||[0,0],w||1,_,r);o instanceof I?s.draw(i,a.TRIANGLES,y,Et.disabled,l,Ct.disabled,A,r.id,o.boundsBuffer,t.quadTriangleIndexBuffer,o.boundsSegments):s.draw(i,a.TRIANGLES,y,c[g.overscaledZ],l,Ct.disabled,A,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}},background:function(t,e,r){var n=r.paint.get(\"background-color\"),i=r.paint.get(\"background-opacity\");if(0!==i){var a=t.context,o=a.gl,s=t.transform,l=s.tileSize,u=r.paint.get(\"background-pattern\");if(!t.isPatternMissing(u)){var c=!u&&1===n.a&&1===i&&t.opaquePassEnabledForLayer()?\"opaque\":\"translucent\";if(t.renderPass===c){var f=Et.disabled,h=t.depthModeForSublayer(0,\"opaque\"===c?Mt.ReadWrite:Mt.ReadOnly),p=t.colorModeForRenderPass(),d=t.useProgram(u?\"backgroundPattern\":\"background\"),v=s.coveringTiles({tileSize:l});u&&(a.activeTexture.set(o.TEXTURE0),t.imageManager.bind(t.context));for(var g=r.getCrossfadeParameters(),y=0,m=v;y<m.length;y+=1){var x=m[y],b=t.transform.calculatePosMatrix(x.toUnwrapped()),_=u?tn(b,i,t,u,{tileID:x,tileSize:l},g):Qr(b,i,n);d.draw(a,o.TRIANGLES,h,f,p,Ct.disabled,_,r.id,t.tileExtentBuffer,t.quadTriangleIndexBuffer,t.tileExtentSegments)}}}}},debug:function(t,e,r){for(var n=0;n<r.length;n++)kn(t,e,r[n])},custom:function(t,e,r){var n=t.context,i=r.implementation;if(\"offscreen\"===t.renderPass){var a=i.prerender;a&&(t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),a.call(i,n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState())}else if(\"translucent\"===t.renderPass){t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),n.setStencilMode(Et.disabled);var o=\"3d\"===i.renderingMode?new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D):t.depthModeForSublayer(0,Mt.ReadOnly);n.setDepthMode(o),i.render(n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState(),n.bindFramebuffer.set(null)}}},Mn=function(t,e){this.context=new Pt(t),this.transform=e,this._tileTextures={},this.setup(),this.numSublayers=Ot.maxUnderzooming+Ot.maxOverzooming+1,this.depthEpsilon=1/Math.pow(2,16),this.crossTileSymbolIndex=new Ve,this.gpuTimers={}};Mn.prototype.resize=function(e,r){if(this.width=e*t.browser.devicePixelRatio,this.height=r*t.browser.devicePixelRatio,this.context.viewport.set([0,0,this.width,this.height]),this.style)for(var n=0,i=this.style._order;n<i.length;n+=1){var a=i[n];this.style._layers[a].resize()}},Mn.prototype.setup=function(){var e=this.context,r=new t.StructArrayLayout2i4;r.emplaceBack(0,0),r.emplaceBack(t.EXTENT,0),r.emplaceBack(0,t.EXTENT),r.emplaceBack(t.EXTENT,t.EXTENT),this.tileExtentBuffer=e.createVertexBuffer(r,We.members),this.tileExtentSegments=t.SegmentVector.simpleSegment(0,0,4,2);var n=new t.StructArrayLayout2i4;n.emplaceBack(0,0),n.emplaceBack(t.EXTENT,0),n.emplaceBack(0,t.EXTENT),n.emplaceBack(t.EXTENT,t.EXTENT),this.debugBuffer=e.createVertexBuffer(n,We.members),this.debugSegments=t.SegmentVector.simpleSegment(0,0,4,5);var i=new t.StructArrayLayout4i8;i.emplaceBack(0,0,0,0),i.emplaceBack(t.EXTENT,0,t.EXTENT,0),i.emplaceBack(0,t.EXTENT,0,t.EXTENT),i.emplaceBack(t.EXTENT,t.EXTENT,t.EXTENT,t.EXTENT),this.rasterBoundsBuffer=e.createVertexBuffer(i,O.members),this.rasterBoundsSegments=t.SegmentVector.simpleSegment(0,0,4,2);var a=new t.StructArrayLayout2i4;a.emplaceBack(0,0),a.emplaceBack(1,0),a.emplaceBack(0,1),a.emplaceBack(1,1),this.viewportBuffer=e.createVertexBuffer(a,We.members),this.viewportSegments=t.SegmentVector.simpleSegment(0,0,4,2);var o=new t.StructArrayLayout1ui2;o.emplaceBack(0),o.emplaceBack(1),o.emplaceBack(3),o.emplaceBack(2),o.emplaceBack(0),this.tileBorderIndexBuffer=e.createIndexBuffer(o);var s=new t.StructArrayLayout3ui6;s.emplaceBack(0,1,2),s.emplaceBack(2,1,3),this.quadTriangleIndexBuffer=e.createIndexBuffer(s),this.emptyTexture=new t.Texture(e,{width:1,height:1,data:new Uint8Array([0,0,0,0])},e.gl.RGBA);var l=this.context.gl;this.stencilClearMode=new Et({func:l.ALWAYS,mask:0},0,255,l.ZERO,l.ZERO,l.ZERO)},Mn.prototype.clearStencil=function(){var e=this.context,r=e.gl;this.nextStencilID=1,this.currentStencilSource=void 0;var n=t.create();t.ortho(n,0,this.width,this.height,0,0,1),t.scale(n,n,[r.drawingBufferWidth,r.drawingBufferHeight,0]),this.useProgram(\"clippingMask\").draw(e,r.TRIANGLES,Mt.disabled,this.stencilClearMode,Lt.disabled,Ct.disabled,Rr(n),\"$clipping\",this.viewportBuffer,this.quadTriangleIndexBuffer,this.viewportSegments)},Mn.prototype._renderTileClippingMasks=function(t,e){if(this.currentStencilSource!==t.source&&t.isTileClipped()&&e&&e.length){this.currentStencilSource=t.source;var r=this.context,n=r.gl;this.nextStencilID+e.length>256&&this.clearStencil(),r.setColorMode(Lt.disabled),r.setDepthMode(Mt.disabled);var i=this.useProgram(\"clippingMask\");this._tileClippingMaskIDs={};for(var a=0,o=e;a<o.length;a+=1){var s=o[a],l=this._tileClippingMaskIDs[s.key]=this.nextStencilID++;i.draw(r,n.TRIANGLES,Mt.disabled,new Et({func:n.ALWAYS,mask:0},l,255,n.KEEP,n.KEEP,n.REPLACE),Lt.disabled,Ct.disabled,Rr(s.posMatrix),\"$clipping\",this.tileExtentBuffer,this.quadTriangleIndexBuffer,this.tileExtentSegments)}}},Mn.prototype.stencilModeFor3D=function(){this.currentStencilSource=void 0,this.nextStencilID+1>256&&this.clearStencil();var t=this.nextStencilID++,e=this.context.gl;return new Et({func:e.NOTEQUAL,mask:255},t,255,e.KEEP,e.KEEP,e.REPLACE)},Mn.prototype.stencilModeForClipping=function(t){var e=this.context.gl;return new Et({func:e.EQUAL,mask:255},this._tileClippingMaskIDs[t.key],0,e.KEEP,e.KEEP,e.REPLACE)},Mn.prototype.stencilConfigForOverlap=function(t){var e,r=this.context.gl,n=t.sort((function(t,e){return e.overscaledZ-t.overscaledZ})),i=n[n.length-1].overscaledZ,a=n[0].overscaledZ-i+1;if(a>1){this.currentStencilSource=void 0,this.nextStencilID+a>256&&this.clearStencil();for(var o={},s=0;s<a;s++)o[s+i]=new Et({func:r.GEQUAL,mask:255},s+this.nextStencilID,255,r.KEEP,r.KEEP,r.REPLACE);return this.nextStencilID+=a,[o,n]}return[(e={},e[i]=Et.disabled,e),n]},Mn.prototype.colorModeForRenderPass=function(){var e=this.context.gl;if(this._showOverdrawInspector){var r=1/8;return new Lt([e.CONSTANT_COLOR,e.ONE],new t.Color(r,r,r,0),[!0,!0,!0,!0])}return\"opaque\"===this.renderPass?Lt.unblended:Lt.alphaBlended},Mn.prototype.depthModeForSublayer=function(t,e,r){if(!this.opaquePassEnabledForLayer())return Mt.disabled;var n=1-((1+this.currentLayer)*this.numSublayers+t)*this.depthEpsilon;return new Mt(r||this.context.gl.LEQUAL,e,[n,n])},Mn.prototype.opaquePassEnabledForLayer=function(){return this.currentLayer<this.opaquePassCutoff},Mn.prototype.render=function(e,r){var n=this;this.style=e,this.options=r,this.lineAtlas=e.lineAtlas,this.imageManager=e.imageManager,this.glyphManager=e.glyphManager,this.symbolFadeChange=e.placement.symbolFadeChange(t.browser.now()),this.imageManager.beginFrame();var i=this.style._order,a=this.style.sourceCaches;for(var o in a){var s=a[o];s.used&&s.prepare(this.context)}var l,u,c={},f={},h={};for(var p in a){var d=a[p];c[p]=d.getVisibleCoordinates(),f[p]=c[p].slice().reverse(),h[p]=d.getVisibleCoordinates(!0).reverse()}this.opaquePassCutoff=1/0;for(var v=0;v<i.length;v++){var g=i[v];if(this.style._layers[g].is3D()){this.opaquePassCutoff=v;break}}this.renderPass=\"offscreen\";for(var y=0,m=i;y<m.length;y+=1){var x=m[y],b=this.style._layers[x];if(b.hasOffscreenPass()&&!b.isHidden(this.transform.zoom)){var _=f[b.source];(\"custom\"===b.type||_.length)&&this.renderLayer(this,a[b.source],b,_)}}for(this.context.bindFramebuffer.set(null),this.context.clear({color:r.showOverdrawInspector?t.Color.black:t.Color.transparent,depth:1}),this.clearStencil(),this._showOverdrawInspector=r.showOverdrawInspector,this.depthRangeFor3D=[0,1-(e._order.length+2)*this.numSublayers*this.depthEpsilon],this.renderPass=\"opaque\",this.currentLayer=i.length-1;this.currentLayer>=0;this.currentLayer--){var w=this.style._layers[i[this.currentLayer]],T=a[w.source],k=c[w.source];this._renderTileClippingMasks(w,k),this.renderLayer(this,T,w,k)}for(this.renderPass=\"translucent\",this.currentLayer=0;this.currentLayer<i.length;this.currentLayer++){var A=this.style._layers[i[this.currentLayer]],M=a[A.source],S=(\"symbol\"===A.type?h:f)[A.source];this._renderTileClippingMasks(A,c[A.source]),this.renderLayer(this,M,A,S)}this.options.showTileBoundaries&&(t.values(this.style._layers).forEach((function(t){t.source&&!t.isHidden(n.transform.zoom)&&(t.source!==(u&&u.id)&&(u=n.style.sourceCaches[t.source]),(!l||l.getSource().maxzoom<u.getSource().maxzoom)&&(l=u))})),l&&An.debug(this,l,l.getVisibleCoordinates())),this.options.showPadding&&bn(this),this.context.setDefault()},Mn.prototype.renderLayer=function(t,e,r,n){r.isHidden(this.transform.zoom)||(\"background\"===r.type||\"custom\"===r.type||n.length)&&(this.id=r.id,this.gpuTimingStart(r),An[r.type](t,e,r,n,this.style.placement.variableOffsets),this.gpuTimingEnd())},Mn.prototype.gpuTimingStart=function(t){if(this.options.gpuTiming){var e=this.context.extTimerQuery,r=this.gpuTimers[t.id];r||(r=this.gpuTimers[t.id]={calls:0,cpuTime:0,query:e.createQueryEXT()}),r.calls++,e.beginQueryEXT(e.TIME_ELAPSED_EXT,r.query)}},Mn.prototype.gpuTimingEnd=function(){if(this.options.gpuTiming){var t=this.context.extTimerQuery;t.endQueryEXT(t.TIME_ELAPSED_EXT)}},Mn.prototype.collectGpuTimers=function(){var t=this.gpuTimers;return this.gpuTimers={},t},Mn.prototype.queryGpuTimers=function(t){var e={};for(var r in t){var n=t[r],i=this.context.extTimerQuery,a=i.getQueryObjectEXT(n.query,i.QUERY_RESULT_EXT)/1e6;i.deleteQueryEXT(n.query),e[r]=a}return e},Mn.prototype.translatePosMatrix=function(e,r,n,i,a){if(!n[0]&&!n[1])return e;var o=a?\"map\"===i?this.transform.angle:0:\"viewport\"===i?-this.transform.angle:0;if(o){var s=Math.sin(o),l=Math.cos(o);n=[n[0]*l-n[1]*s,n[0]*s+n[1]*l]}var u=[a?n[0]:ge(r,n[0],this.transform.zoom),a?n[1]:ge(r,n[1],this.transform.zoom),0],c=new Float32Array(16);return t.translate(c,e,u),c},Mn.prototype.saveTileTexture=function(t){var e=this._tileTextures[t.size[0]];e?e.push(t):this._tileTextures[t.size[0]]=[t]},Mn.prototype.getTileTexture=function(t){var e=this._tileTextures[t];return e&&e.length>0?e.pop():null},Mn.prototype.isPatternMissing=function(t){if(!t)return!1;if(!t.from||!t.to)return!0;var e=this.imageManager.getPattern(t.from.toString()),r=this.imageManager.getPattern(t.to.toString());return!e||!r},Mn.prototype.useProgram=function(t,e){this.cache=this.cache||{};var r=\"\"+t+(e?e.cacheKey:\"\")+(this._showOverdrawInspector?\"/overdraw\":\"\");return this.cache[r]||(this.cache[r]=new kr(this.context,wr[t],e,en[t],this._showOverdrawInspector)),this.cache[r]},Mn.prototype.setCustomLayerDefaults=function(){this.context.unbindVAO(),this.context.cullFace.setDefault(),this.context.activeTexture.setDefault(),this.context.pixelStoreUnpack.setDefault(),this.context.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.context.pixelStoreUnpackFlipY.setDefault()},Mn.prototype.setBaseState=function(){var t=this.context.gl;this.context.cullFace.set(!1),this.context.viewport.set([0,0,this.width,this.height]),this.context.blendEquation.set(t.FUNC_ADD)},Mn.prototype.initDebugOverlayCanvas=function(){if(null==this.debugOverlayCanvas){this.debugOverlayCanvas=t.window.document.createElement(\"canvas\"),this.debugOverlayCanvas.width=512,this.debugOverlayCanvas.height=512;var e=this.context.gl;this.debugOverlayTexture=new t.Texture(this.context,this.debugOverlayCanvas,e.RGBA)}},Mn.prototype.destroy=function(){this.emptyTexture.destroy(),this.debugOverlayTexture&&this.debugOverlayTexture.destroy()};var Sn=function(t,e){this.points=t,this.planes=e};Sn.fromInvProjectionMatrix=function(e,r,n){var i=Math.pow(2,n),a=[[-1,1,-1,1],[1,1,-1,1],[1,-1,-1,1],[-1,-1,-1,1],[-1,1,1,1],[1,1,1,1],[1,-1,1,1],[-1,-1,1,1]].map((function(r){return t.transformMat4([],r,e)})).map((function(e){return t.scale$1([],e,1/e[3]/r*i)})),o=[[0,1,2],[6,5,4],[0,3,7],[2,1,5],[3,2,6],[0,4,5]].map((function(e){var r=t.sub([],a[e[0]],a[e[1]]),n=t.sub([],a[e[2]],a[e[1]]),i=t.normalize([],t.cross([],r,n)),o=-t.dot(i,a[e[1]]);return i.concat(o)}));return new Sn(a,o)};var En=function(e,r){this.min=e,this.max=r,this.center=t.scale$2([],t.add([],this.min,this.max),.5)};En.prototype.quadrant=function(e){for(var r=[e%2==0,e<2],n=t.clone$2(this.min),i=t.clone$2(this.max),a=0;a<r.length;a++)n[a]=r[a]?this.min[a]:this.center[a],i[a]=r[a]?this.center[a]:this.max[a];return i[2]=this.max[2],new En(n,i)},En.prototype.distanceX=function(t){return Math.max(Math.min(this.max[0],t[0]),this.min[0])-t[0]},En.prototype.distanceY=function(t){return Math.max(Math.min(this.max[1],t[1]),this.min[1])-t[1]},En.prototype.intersects=function(e){for(var r=[[this.min[0],this.min[1],0,1],[this.max[0],this.min[1],0,1],[this.max[0],this.max[1],0,1],[this.min[0],this.max[1],0,1]],n=!0,i=0;i<e.planes.length;i++){for(var a=e.planes[i],o=0,s=0;s<r.length;s++)o+=t.dot$1(a,r[s])>=0;if(0===o)return 0;o!==r.length&&(n=!1)}if(n)return 2;for(var l=0;l<3;l++){for(var u=Number.MAX_VALUE,c=-Number.MAX_VALUE,f=0;f<e.points.length;f++){var h=e.points[f][l]-this.min[l];u=Math.min(u,h),c=Math.max(c,h)}if(c<0||u>this.max[l]-this.min[l])return 0}return 1};var Ln=function(t,e,r,n){if(void 0===t&&(t=0),void 0===e&&(e=0),void 0===r&&(r=0),void 0===n&&(n=0),isNaN(t)||t<0||isNaN(e)||e<0||isNaN(r)||r<0||isNaN(n)||n<0)throw new Error(\"Invalid value for edge-insets, top, bottom, left and right must all be numbers\");this.top=t,this.bottom=e,this.left=r,this.right=n};Ln.prototype.interpolate=function(e,r,n){return null!=r.top&&null!=e.top&&(this.top=t.number(e.top,r.top,n)),null!=r.bottom&&null!=e.bottom&&(this.bottom=t.number(e.bottom,r.bottom,n)),null!=r.left&&null!=e.left&&(this.left=t.number(e.left,r.left,n)),null!=r.right&&null!=e.right&&(this.right=t.number(e.right,r.right,n)),this},Ln.prototype.getCenter=function(e,r){var n=t.clamp((this.left+e-this.right)/2,0,e),i=t.clamp((this.top+r-this.bottom)/2,0,r);return new t.Point(n,i)},Ln.prototype.equals=function(t){return this.top===t.top&&this.bottom===t.bottom&&this.left===t.left&&this.right===t.right},Ln.prototype.clone=function(){return new Ln(this.top,this.bottom,this.left,this.right)},Ln.prototype.toJSON=function(){return{top:this.top,bottom:this.bottom,left:this.left,right:this.right}};var Cn=function(e,r,n,i,a){this.tileSize=512,this.maxValidLatitude=85.051129,this._renderWorldCopies=void 0===a||a,this._minZoom=e||0,this._maxZoom=r||22,this._minPitch=null==n?0:n,this._maxPitch=null==i?60:i,this.setMaxBounds(),this.width=0,this.height=0,this._center=new t.LngLat(0,0),this.zoom=0,this.angle=0,this._fov=.6435011087932844,this._pitch=0,this._unmodified=!0,this._edgeInsets=new Ln,this._posMatrixCache={},this._alignedPosMatrixCache={}},Pn={minZoom:{configurable:!0},maxZoom:{configurable:!0},minPitch:{configurable:!0},maxPitch:{configurable:!0},renderWorldCopies:{configurable:!0},worldSize:{configurable:!0},centerOffset:{configurable:!0},size:{configurable:!0},bearing:{configurable:!0},pitch:{configurable:!0},fov:{configurable:!0},zoom:{configurable:!0},center:{configurable:!0},padding:{configurable:!0},centerPoint:{configurable:!0},unmodified:{configurable:!0},point:{configurable:!0}};Cn.prototype.clone=function(){var t=new Cn(this._minZoom,this._maxZoom,this._minPitch,this.maxPitch,this._renderWorldCopies);return t.tileSize=this.tileSize,t.latRange=this.latRange,t.width=this.width,t.height=this.height,t._center=this._center,t.zoom=this.zoom,t.angle=this.angle,t._fov=this._fov,t._pitch=this._pitch,t._unmodified=this._unmodified,t._edgeInsets=this._edgeInsets.clone(),t._calcMatrices(),t},Pn.minZoom.get=function(){return this._minZoom},Pn.minZoom.set=function(t){this._minZoom!==t&&(this._minZoom=t,this.zoom=Math.max(this.zoom,t))},Pn.maxZoom.get=function(){return this._maxZoom},Pn.maxZoom.set=function(t){this._maxZoom!==t&&(this._maxZoom=t,this.zoom=Math.min(this.zoom,t))},Pn.minPitch.get=function(){return this._minPitch},Pn.minPitch.set=function(t){this._minPitch!==t&&(this._minPitch=t,this.pitch=Math.max(this.pitch,t))},Pn.maxPitch.get=function(){return this._maxPitch},Pn.maxPitch.set=function(t){this._maxPitch!==t&&(this._maxPitch=t,this.pitch=Math.min(this.pitch,t))},Pn.renderWorldCopies.get=function(){return this._renderWorldCopies},Pn.renderWorldCopies.set=function(t){void 0===t?t=!0:null===t&&(t=!1),this._renderWorldCopies=t},Pn.worldSize.get=function(){return this.tileSize*this.scale},Pn.centerOffset.get=function(){return this.centerPoint._sub(this.size._div(2))},Pn.size.get=function(){return new t.Point(this.width,this.height)},Pn.bearing.get=function(){return-this.angle/Math.PI*180},Pn.bearing.set=function(e){var r=-t.wrap(e,-180,180)*Math.PI/180;this.angle!==r&&(this._unmodified=!1,this.angle=r,this._calcMatrices(),this.rotationMatrix=t.create$2(),t.rotate(this.rotationMatrix,this.rotationMatrix,this.angle))},Pn.pitch.get=function(){return this._pitch/Math.PI*180},Pn.pitch.set=function(e){var r=t.clamp(e,this.minPitch,this.maxPitch)/180*Math.PI;this._pitch!==r&&(this._unmodified=!1,this._pitch=r,this._calcMatrices())},Pn.fov.get=function(){return this._fov/Math.PI*180},Pn.fov.set=function(t){t=Math.max(.01,Math.min(60,t)),this._fov!==t&&(this._unmodified=!1,this._fov=t/180*Math.PI,this._calcMatrices())},Pn.zoom.get=function(){return this._zoom},Pn.zoom.set=function(t){var e=Math.min(Math.max(t,this.minZoom),this.maxZoom);this._zoom!==e&&(this._unmodified=!1,this._zoom=e,this.scale=this.zoomScale(e),this.tileZoom=Math.floor(e),this.zoomFraction=e-this.tileZoom,this._constrain(),this._calcMatrices())},Pn.center.get=function(){return this._center},Pn.center.set=function(t){t.lat===this._center.lat&&t.lng===this._center.lng||(this._unmodified=!1,this._center=t,this._constrain(),this._calcMatrices())},Pn.padding.get=function(){return this._edgeInsets.toJSON()},Pn.padding.set=function(t){this._edgeInsets.equals(t)||(this._unmodified=!1,this._edgeInsets.interpolate(this._edgeInsets,t,1),this._calcMatrices())},Pn.centerPoint.get=function(){return this._edgeInsets.getCenter(this.width,this.height)},Cn.prototype.isPaddingEqual=function(t){return this._edgeInsets.equals(t)},Cn.prototype.interpolatePadding=function(t,e,r){this._unmodified=!1,this._edgeInsets.interpolate(t,e,r),this._constrain(),this._calcMatrices()},Cn.prototype.coveringZoomLevel=function(t){var e=(t.roundZoom?Math.round:Math.floor)(this.zoom+this.scaleZoom(this.tileSize/t.tileSize));return Math.max(0,e)},Cn.prototype.getVisibleUnwrappedCoordinates=function(e){var r=[new t.UnwrappedTileID(0,e)];if(this._renderWorldCopies)for(var n=this.pointCoordinate(new t.Point(0,0)),i=this.pointCoordinate(new t.Point(this.width,0)),a=this.pointCoordinate(new t.Point(this.width,this.height)),o=this.pointCoordinate(new t.Point(0,this.height)),s=Math.floor(Math.min(n.x,i.x,a.x,o.x)),l=Math.floor(Math.max(n.x,i.x,a.x,o.x)),u=s-1;u<=l+1;u++)0!==u&&r.push(new t.UnwrappedTileID(u,e));return r},Cn.prototype.coveringTiles=function(e){var r=this.coveringZoomLevel(e),n=r;if(void 0!==e.minzoom&&r<e.minzoom)return[];void 0!==e.maxzoom&&r>e.maxzoom&&(r=e.maxzoom);var i=t.MercatorCoordinate.fromLngLat(this.center),a=Math.pow(2,r),o=[a*i.x,a*i.y,0],s=Sn.fromInvProjectionMatrix(this.invProjMatrix,this.worldSize,r),l=e.minzoom||0;this.pitch<=60&&this._edgeInsets.top<.1&&(l=r);var u=function(t){return{aabb:new En([t*a,0,0],[(t+1)*a,a,0]),zoom:0,x:0,y:0,wrap:t,fullyVisible:!1}},c=[],f=[],h=r,p=e.reparseOverscaled?n:r;if(this._renderWorldCopies)for(var d=1;d<=3;d++)c.push(u(-d)),c.push(u(d));for(c.push(u(0));c.length>0;){var v=c.pop(),g=v.x,y=v.y,m=v.fullyVisible;if(!m){var x=v.aabb.intersects(s);if(0===x)continue;m=2===x}var b=v.aabb.distanceX(o),_=v.aabb.distanceY(o),w=Math.max(Math.abs(b),Math.abs(_)),T=3+(1<<h-v.zoom)-2;if(v.zoom===h||w>T&&v.zoom>=l)f.push({tileID:new t.OverscaledTileID(v.zoom===h?p:v.zoom,v.wrap,v.zoom,g,y),distanceSq:t.sqrLen([o[0]-.5-g,o[1]-.5-y])});else for(var k=0;k<4;k++){var A=(g<<1)+k%2,M=(y<<1)+(k>>1);c.push({aabb:v.aabb.quadrant(k),zoom:v.zoom+1,x:A,y:M,wrap:v.wrap,fullyVisible:m})}}return f.sort((function(t,e){return t.distanceSq-e.distanceSq})).map((function(t){return t.tileID}))},Cn.prototype.resize=function(t,e){this.width=t,this.height=e,this.pixelsToGLUnits=[2/t,-2/e],this._constrain(),this._calcMatrices()},Pn.unmodified.get=function(){return this._unmodified},Cn.prototype.zoomScale=function(t){return Math.pow(2,t)},Cn.prototype.scaleZoom=function(t){return Math.log(t)/Math.LN2},Cn.prototype.project=function(e){var r=t.clamp(e.lat,-this.maxValidLatitude,this.maxValidLatitude);return new t.Point(t.mercatorXfromLng(e.lng)*this.worldSize,t.mercatorYfromLat(r)*this.worldSize)},Cn.prototype.unproject=function(e){return new t.MercatorCoordinate(e.x/this.worldSize,e.y/this.worldSize).toLngLat()},Pn.point.get=function(){return this.project(this.center)},Cn.prototype.setLocationAtPoint=function(e,r){var n=this.pointCoordinate(r),i=this.pointCoordinate(this.centerPoint),a=this.locationCoordinate(e),o=new t.MercatorCoordinate(a.x-(n.x-i.x),a.y-(n.y-i.y));this.center=this.coordinateLocation(o),this._renderWorldCopies&&(this.center=this.center.wrap())},Cn.prototype.locationPoint=function(t){return this.coordinatePoint(this.locationCoordinate(t))},Cn.prototype.pointLocation=function(t){return this.coordinateLocation(this.pointCoordinate(t))},Cn.prototype.locationCoordinate=function(e){return t.MercatorCoordinate.fromLngLat(e)},Cn.prototype.coordinateLocation=function(t){return t.toLngLat()},Cn.prototype.pointCoordinate=function(e){var r=[e.x,e.y,0,1],n=[e.x,e.y,1,1];t.transformMat4(r,r,this.pixelMatrixInverse),t.transformMat4(n,n,this.pixelMatrixInverse);var i=r[3],a=n[3],o=r[0]/i,s=n[0]/a,l=r[1]/i,u=n[1]/a,c=r[2]/i,f=n[2]/a,h=c===f?0:(0-c)/(f-c);return new t.MercatorCoordinate(t.number(o,s,h)/this.worldSize,t.number(l,u,h)/this.worldSize)},Cn.prototype.coordinatePoint=function(e){var r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix),new t.Point(r[0]/r[3],r[1]/r[3])},Cn.prototype.getBounds=function(){return(new t.LngLatBounds).extend(this.pointLocation(new t.Point(0,0))).extend(this.pointLocation(new t.Point(this.width,0))).extend(this.pointLocation(new t.Point(this.width,this.height))).extend(this.pointLocation(new t.Point(0,this.height)))},Cn.prototype.getMaxBounds=function(){return this.latRange&&2===this.latRange.length&&this.lngRange&&2===this.lngRange.length?new t.LngLatBounds([this.lngRange[0],this.latRange[0]],[this.lngRange[1],this.latRange[1]]):null},Cn.prototype.setMaxBounds=function(t){t?(this.lngRange=[t.getWest(),t.getEast()],this.latRange=[t.getSouth(),t.getNorth()],this._constrain()):(this.lngRange=null,this.latRange=[-this.maxValidLatitude,this.maxValidLatitude])},Cn.prototype.calculatePosMatrix=function(e,r){void 0===r&&(r=!1);var n=e.key,i=r?this._alignedPosMatrixCache:this._posMatrixCache;if(i[n])return i[n];var a=e.canonical,o=this.worldSize/this.zoomScale(a.z),s=a.x+Math.pow(2,a.z)*e.wrap,l=t.identity(new Float64Array(16));return t.translate(l,l,[s*o,a.y*o,0]),t.scale(l,l,[o/t.EXTENT,o/t.EXTENT,1]),t.multiply(l,r?this.alignedProjMatrix:this.projMatrix,l),i[n]=new Float32Array(l),i[n]},Cn.prototype.customLayerMatrix=function(){return this.mercatorMatrix.slice()},Cn.prototype._constrain=function(){if(this.center&&this.width&&this.height&&!this._constraining){this._constraining=!0;var e,r,n,i,a=-90,o=90,s=-180,l=180,u=this.size,c=this._unmodified;if(this.latRange){var f=this.latRange;a=t.mercatorYfromLat(f[1])*this.worldSize,e=(o=t.mercatorYfromLat(f[0])*this.worldSize)-a<u.y?u.y/(o-a):0}if(this.lngRange){var h=this.lngRange;s=t.mercatorXfromLng(h[0])*this.worldSize,r=(l=t.mercatorXfromLng(h[1])*this.worldSize)-s<u.x?u.x/(l-s):0}var p=this.point,d=Math.max(r||0,e||0);if(d)return this.center=this.unproject(new t.Point(r?(l+s)/2:p.x,e?(o+a)/2:p.y)),this.zoom+=this.scaleZoom(d),this._unmodified=c,void(this._constraining=!1);if(this.latRange){var v=p.y,g=u.y/2;v-g<a&&(i=a+g),v+g>o&&(i=o-g)}if(this.lngRange){var y=p.x,m=u.x/2;y-m<s&&(n=s+m),y+m>l&&(n=l-m)}void 0===n&&void 0===i||(this.center=this.unproject(new t.Point(void 0!==n?n:p.x,void 0!==i?i:p.y))),this._unmodified=c,this._constraining=!1}},Cn.prototype._calcMatrices=function(){if(this.height){var e=this._fov/2,r=this.centerOffset;this.cameraToCenterDistance=.5/Math.tan(e)*this.height;var n=Math.PI/2+this._pitch,i=this._fov*(.5+r.y/this.height),a=Math.sin(i)*this.cameraToCenterDistance/Math.sin(t.clamp(Math.PI-n-i,.01,Math.PI-.01)),o=this.point,s=o.x,l=o.y,u=1.01*(Math.cos(Math.PI/2-this._pitch)*a+this.cameraToCenterDistance),c=this.height/50,f=new Float64Array(16);t.perspective(f,this._fov,this.width/this.height,c,u),f[8]=2*-r.x/this.width,f[9]=2*r.y/this.height,t.scale(f,f,[1,-1,1]),t.translate(f,f,[0,0,-this.cameraToCenterDistance]),t.rotateX(f,f,this._pitch),t.rotateZ(f,f,this.angle),t.translate(f,f,[-s,-l,0]),this.mercatorMatrix=t.scale([],f,[this.worldSize,this.worldSize,this.worldSize]),t.scale(f,f,[1,1,t.mercatorZfromAltitude(1,this.center.lat)*this.worldSize,1]),this.projMatrix=f,this.invProjMatrix=t.invert([],this.projMatrix);var h=this.width%2/2,p=this.height%2/2,d=Math.cos(this.angle),v=Math.sin(this.angle),g=s-Math.round(s)+d*h+v*p,y=l-Math.round(l)+d*p+v*h,m=new Float64Array(f);if(t.translate(m,m,[g>.5?g-1:g,y>.5?y-1:y,0]),this.alignedProjMatrix=m,f=t.create(),t.scale(f,f,[this.width/2,-this.height/2,1]),t.translate(f,f,[1,-1,0]),this.labelPlaneMatrix=f,f=t.create(),t.scale(f,f,[1,-1,1]),t.translate(f,f,[-1,-1,0]),t.scale(f,f,[2/this.width,2/this.height,1]),this.glCoordMatrix=f,this.pixelMatrix=t.multiply(new Float64Array(16),this.labelPlaneMatrix,this.projMatrix),!(f=t.invert(new Float64Array(16),this.pixelMatrix)))throw new Error(\"failed to invert matrix\");this.pixelMatrixInverse=f,this._posMatrixCache={},this._alignedPosMatrixCache={}}},Cn.prototype.maxPitchScaleFactor=function(){if(!this.pixelMatrixInverse)return 1;var e=this.pointCoordinate(new t.Point(0,0)),r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix)[3]/this.cameraToCenterDistance},Cn.prototype.getCameraPoint=function(){var e=this._pitch,r=Math.tan(e)*(this.cameraToCenterDistance||1);return this.centerPoint.add(new t.Point(0,r))},Cn.prototype.getCameraQueryGeometry=function(e){var r=this.getCameraPoint();if(1===e.length)return[e[0],r];for(var n=r.x,i=r.y,a=r.x,o=r.y,s=0,l=e;s<l.length;s+=1){var u=l[s];n=Math.min(n,u.x),i=Math.min(i,u.y),a=Math.max(a,u.x),o=Math.max(o,u.y)}return[new t.Point(n,i),new t.Point(a,i),new t.Point(a,o),new t.Point(n,o),new t.Point(n,i)]},Object.defineProperties(Cn.prototype,Pn);var On=function(e){var r,n,i,a,o;this._hashName=e&&encodeURIComponent(e),t.bindAll([\"_getCurrentHash\",\"_onHashChange\",\"_updateHash\"],this),this._updateHash=(r=this._updateHashUnthrottled.bind(this),n=300,i=!1,a=null,o=function(){a=null,i&&(r(),a=setTimeout(o,n),i=!1)},function(){return i=!0,a||o(),a})};On.prototype.addTo=function(e){return this._map=e,t.window.addEventListener(\"hashchange\",this._onHashChange,!1),this._map.on(\"moveend\",this._updateHash),this},On.prototype.remove=function(){return t.window.removeEventListener(\"hashchange\",this._onHashChange,!1),this._map.off(\"moveend\",this._updateHash),clearTimeout(this._updateHash()),delete this._map,this},On.prototype.getHashString=function(e){var r=this._map.getCenter(),n=Math.round(100*this._map.getZoom())/100,i=Math.ceil((n*Math.LN2+Math.log(512/360/.5))/Math.LN10),a=Math.pow(10,i),o=Math.round(r.lng*a)/a,s=Math.round(r.lat*a)/a,l=this._map.getBearing(),u=this._map.getPitch(),c=\"\";if(c+=e?\"/\"+o+\"/\"+s+\"/\"+n:n+\"/\"+s+\"/\"+o,(l||u)&&(c+=\"/\"+Math.round(10*l)/10),u&&(c+=\"/\"+Math.round(u)),this._hashName){var f=this._hashName,h=!1,p=t.window.location.hash.slice(1).split(\"&\").map((function(t){var e=t.split(\"=\")[0];return e===f?(h=!0,e+\"=\"+c):t})).filter((function(t){return t}));return h||p.push(f+\"=\"+c),\"#\"+p.join(\"&\")}return\"#\"+c},On.prototype._getCurrentHash=function(){var e,r=this,n=t.window.location.hash.replace(\"#\",\"\");return this._hashName?(n.split(\"&\").map((function(t){return t.split(\"=\")})).forEach((function(t){t[0]===r._hashName&&(e=t)})),(e&&e[1]||\"\").split(\"/\")):n.split(\"/\")},On.prototype._onHashChange=function(){var t=this._getCurrentHash();if(t.length>=3&&!t.some((function(t){return isNaN(t)}))){var e=this._map.dragRotate.isEnabled()&&this._map.touchZoomRotate.isEnabled()?+(t[3]||0):this._map.getBearing();return this._map.jumpTo({center:[+t[2],+t[1]],zoom:+t[0],bearing:e,pitch:+(t[4]||0)}),!0}return!1},On.prototype._updateHashUnthrottled=function(){var e=this.getHashString();try{t.window.history.replaceState(t.window.history.state,\"\",e)}catch(t){}};var In={linearity:.3,easing:t.bezier(0,0,.3,1)},Dn=t.extend({deceleration:2500,maxSpeed:1400},In),zn=t.extend({deceleration:20,maxSpeed:1400},In),Rn=t.extend({deceleration:1e3,maxSpeed:360},In),Fn=t.extend({deceleration:1e3,maxSpeed:90},In),Bn=function(t){this._map=t,this.clear()};function Nn(t,e){(!t.duration||t.duration<e.duration)&&(t.duration=e.duration,t.easing=e.easing)}function jn(e,r,n){var i=n.maxSpeed,a=n.linearity,o=n.deceleration,s=t.clamp(e*a/(r/1e3),-i,i),l=Math.abs(s)/(o*a);return{easing:n.easing,duration:1e3*l,amount:s*(l/2)}}Bn.prototype.clear=function(){this._inertiaBuffer=[]},Bn.prototype.record=function(e){this._drainInertiaBuffer(),this._inertiaBuffer.push({time:t.browser.now(),settings:e})},Bn.prototype._drainInertiaBuffer=function(){for(var e=this._inertiaBuffer,r=t.browser.now();e.length>0&&r-e[0].time>160;)e.shift()},Bn.prototype._onMoveEnd=function(e){if(this._drainInertiaBuffer(),!(this._inertiaBuffer.length<2)){for(var r={zoom:0,bearing:0,pitch:0,pan:new t.Point(0,0),pinchAround:void 0,around:void 0},n=0,i=this._inertiaBuffer;n<i.length;n+=1){var a=i[n].settings;r.zoom+=a.zoomDelta||0,r.bearing+=a.bearingDelta||0,r.pitch+=a.pitchDelta||0,a.panDelta&&r.pan._add(a.panDelta),a.around&&(r.around=a.around),a.pinchAround&&(r.pinchAround=a.pinchAround)}var o=this._inertiaBuffer[this._inertiaBuffer.length-1].time-this._inertiaBuffer[0].time,s={};if(r.pan.mag()){var l=jn(r.pan.mag(),o,t.extend({},Dn,e||{}));s.offset=r.pan.mult(l.amount/r.pan.mag()),s.center=this._map.transform.center,Nn(s,l)}if(r.zoom){var u=jn(r.zoom,o,zn);s.zoom=this._map.transform.zoom+u.amount,Nn(s,u)}if(r.bearing){var c=jn(r.bearing,o,Rn);s.bearing=this._map.transform.bearing+t.clamp(c.amount,-179,179),Nn(s,c)}if(r.pitch){var f=jn(r.pitch,o,Fn);s.pitch=this._map.transform.pitch+f.amount,Nn(s,f)}if(s.zoom||s.bearing){var h=void 0===r.pinchAround?r.around:r.pinchAround;s.around=h?this._map.unproject(h):this._map.getCenter()}return this.clear(),t.extend(s,{noMoveStart:!0})}};var Un=function(e){function n(n,i,a,o){void 0===o&&(o={});var s=r.mousePos(i.getCanvasContainer(),a),l=i.unproject(s);e.call(this,n,t.extend({point:s,lngLat:l,originalEvent:a},o)),this._defaultPrevented=!1,this.target=i}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),Vn=function(e){function n(n,i,a){var o=\"touchend\"===n?a.changedTouches:a.touches,s=r.touchPos(i.getCanvasContainer(),o),l=s.map((function(t){return i.unproject(t)})),u=s.reduce((function(t,e,r,n){return t.add(e.div(n.length))}),new t.Point(0,0)),c=i.unproject(u);e.call(this,n,{points:s,point:u,lngLats:l,lngLat:c,originalEvent:a}),this._defaultPrevented=!1}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),Hn=function(t){function e(e,r,n){t.call(this,e,{originalEvent:n}),this._defaultPrevented=!1}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={defaultPrevented:{configurable:!0}};return e.prototype.preventDefault=function(){this._defaultPrevented=!0},r.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(e.prototype,r),e}(t.Event),qn=function(t,e){this._map=t,this._clickTolerance=e.clickTolerance};qn.prototype.reset=function(){delete this._mousedownPos},qn.prototype.wheel=function(t){return this._firePreventable(new Hn(t.type,this._map,t))},qn.prototype.mousedown=function(t,e){return this._mousedownPos=e,this._firePreventable(new Un(t.type,this._map,t))},qn.prototype.mouseup=function(t){this._map.fire(new Un(t.type,this._map,t))},qn.prototype.click=function(t,e){this._mousedownPos&&this._mousedownPos.dist(e)>=this._clickTolerance||this._map.fire(new Un(t.type,this._map,t))},qn.prototype.dblclick=function(t){return this._firePreventable(new Un(t.type,this._map,t))},qn.prototype.mouseover=function(t){this._map.fire(new Un(t.type,this._map,t))},qn.prototype.mouseout=function(t){this._map.fire(new Un(t.type,this._map,t))},qn.prototype.touchstart=function(t){return this._firePreventable(new Vn(t.type,this._map,t))},qn.prototype.touchmove=function(t){this._map.fire(new Vn(t.type,this._map,t))},qn.prototype.touchend=function(t){this._map.fire(new Vn(t.type,this._map,t))},qn.prototype.touchcancel=function(t){this._map.fire(new Vn(t.type,this._map,t))},qn.prototype._firePreventable=function(t){if(this._map.fire(t),t.defaultPrevented)return{}},qn.prototype.isEnabled=function(){return!0},qn.prototype.isActive=function(){return!1},qn.prototype.enable=function(){},qn.prototype.disable=function(){};var Gn=function(t){this._map=t};Gn.prototype.reset=function(){this._delayContextMenu=!1,delete this._contextMenuEvent},Gn.prototype.mousemove=function(t){this._map.fire(new Un(t.type,this._map,t))},Gn.prototype.mousedown=function(){this._delayContextMenu=!0},Gn.prototype.mouseup=function(){this._delayContextMenu=!1,this._contextMenuEvent&&(this._map.fire(new Un(\"contextmenu\",this._map,this._contextMenuEvent)),delete this._contextMenuEvent)},Gn.prototype.contextmenu=function(t){this._delayContextMenu?this._contextMenuEvent=t:this._map.fire(new Un(t.type,this._map,t)),this._map.listens(\"contextmenu\")&&t.preventDefault()},Gn.prototype.isEnabled=function(){return!0},Gn.prototype.isActive=function(){return!1},Gn.prototype.enable=function(){},Gn.prototype.disable=function(){};var Zn=function(t,e){this._map=t,this._el=t.getCanvasContainer(),this._container=t.getContainer(),this._clickTolerance=e.clickTolerance||1};function Yn(t,e){for(var r={},n=0;n<t.length;n++)r[t[n].identifier]=e[n];return r}Zn.prototype.isEnabled=function(){return!!this._enabled},Zn.prototype.isActive=function(){return!!this._active},Zn.prototype.enable=function(){this.isEnabled()||(this._enabled=!0)},Zn.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},Zn.prototype.mousedown=function(t,e){this.isEnabled()&&t.shiftKey&&0===t.button&&(r.disableDrag(),this._startPos=this._lastPos=e,this._active=!0)},Zn.prototype.mousemoveWindow=function(t,e){if(this._active){var n=e;if(!(this._lastPos.equals(n)||!this._box&&n.dist(this._startPos)<this._clickTolerance)){var i=this._startPos;this._lastPos=n,this._box||(this._box=r.create(\"div\",\"mapboxgl-boxzoom\",this._container),this._container.classList.add(\"mapboxgl-crosshair\"),this._fireEvent(\"boxzoomstart\",t));var a=Math.min(i.x,n.x),o=Math.max(i.x,n.x),s=Math.min(i.y,n.y),l=Math.max(i.y,n.y);r.setTransform(this._box,\"translate(\"+a+\"px,\"+s+\"px)\"),this._box.style.width=o-a+\"px\",this._box.style.height=l-s+\"px\"}}},Zn.prototype.mouseupWindow=function(e,n){var i=this;if(this._active&&0===e.button){var a=this._startPos,o=n;if(this.reset(),r.suppressClick(),a.x!==o.x||a.y!==o.y)return this._map.fire(new t.Event(\"boxzoomend\",{originalEvent:e})),{cameraAnimation:function(t){return t.fitScreenCoordinates(a,o,i._map.getBearing(),{linear:!0})}};this._fireEvent(\"boxzoomcancel\",e)}},Zn.prototype.keydown=function(t){this._active&&27===t.keyCode&&(this.reset(),this._fireEvent(\"boxzoomcancel\",t))},Zn.prototype.reset=function(){this._active=!1,this._container.classList.remove(\"mapboxgl-crosshair\"),this._box&&(r.remove(this._box),this._box=null),r.enableDrag(),delete this._startPos,delete this._lastPos},Zn.prototype._fireEvent=function(e,r){return this._map.fire(new t.Event(e,{originalEvent:r}))};var Wn=function(t){this.reset(),this.numTouches=t.numTouches};Wn.prototype.reset=function(){delete this.centroid,delete this.startTime,delete this.touches,this.aborted=!1},Wn.prototype.touchstart=function(e,r,n){(this.centroid||n.length>this.numTouches)&&(this.aborted=!0),this.aborted||(void 0===this.startTime&&(this.startTime=e.timeStamp),n.length===this.numTouches&&(this.centroid=function(e){for(var r=new t.Point(0,0),n=0,i=e;n<i.length;n+=1){var a=i[n];r._add(a)}return r.div(e.length)}(r),this.touches=Yn(n,r)))},Wn.prototype.touchmove=function(t,e,r){if(!this.aborted&&this.centroid){var n=Yn(r,e);for(var i in this.touches){var a=this.touches[i],o=n[i];(!o||o.dist(a)>30)&&(this.aborted=!0)}}},Wn.prototype.touchend=function(t,e,r){if((!this.centroid||t.timeStamp-this.startTime>500)&&(this.aborted=!0),0===r.length){var n=!this.aborted&&this.centroid;if(this.reset(),n)return n}};var Xn=function(t){this.singleTap=new Wn(t),this.numTaps=t.numTaps,this.reset()};Xn.prototype.reset=function(){this.lastTime=1/0,delete this.lastTap,this.count=0,this.singleTap.reset()},Xn.prototype.touchstart=function(t,e,r){this.singleTap.touchstart(t,e,r)},Xn.prototype.touchmove=function(t,e,r){this.singleTap.touchmove(t,e,r)},Xn.prototype.touchend=function(t,e,r){var n=this.singleTap.touchend(t,e,r);if(n){var i=t.timeStamp-this.lastTime<500,a=!this.lastTap||this.lastTap.dist(n)<30;if(i&&a||this.reset(),this.count++,this.lastTime=t.timeStamp,this.lastTap=n,this.count===this.numTaps)return this.reset(),n}};var Jn=function(){this._zoomIn=new Xn({numTouches:1,numTaps:2}),this._zoomOut=new Xn({numTouches:2,numTaps:1}),this.reset()};Jn.prototype.reset=function(){this._active=!1,this._zoomIn.reset(),this._zoomOut.reset()},Jn.prototype.touchstart=function(t,e,r){this._zoomIn.touchstart(t,e,r),this._zoomOut.touchstart(t,e,r)},Jn.prototype.touchmove=function(t,e,r){this._zoomIn.touchmove(t,e,r),this._zoomOut.touchmove(t,e,r)},Jn.prototype.touchend=function(t,e,r){var n=this,i=this._zoomIn.touchend(t,e,r),a=this._zoomOut.touchend(t,e,r);return i?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()+1,around:e.unproject(i)},{originalEvent:t})}}):a?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()-1,around:e.unproject(a)},{originalEvent:t})}}):void 0},Jn.prototype.touchcancel=function(){this.reset()},Jn.prototype.enable=function(){this._enabled=!0},Jn.prototype.disable=function(){this._enabled=!1,this.reset()},Jn.prototype.isEnabled=function(){return this._enabled},Jn.prototype.isActive=function(){return this._active};var Kn=function(t){this.reset(),this._clickTolerance=t.clickTolerance||1};Kn.prototype.reset=function(){this._active=!1,this._moved=!1,delete this._lastPoint,delete this._eventButton},Kn.prototype._correctButton=function(t,e){return!1},Kn.prototype._move=function(t,e){return{}},Kn.prototype.mousedown=function(t,e){if(!this._lastPoint){var n=r.mouseButton(t);this._correctButton(t,n)&&(this._lastPoint=e,this._eventButton=n)}},Kn.prototype.mousemoveWindow=function(t,e){var r=this._lastPoint;if(r&&(t.preventDefault(),this._moved||!(e.dist(r)<this._clickTolerance)))return this._moved=!0,this._lastPoint=e,this._move(r,e)},Kn.prototype.mouseupWindow=function(t){r.mouseButton(t)===this._eventButton&&(this._moved&&r.suppressClick(),this.reset())},Kn.prototype.enable=function(){this._enabled=!0},Kn.prototype.disable=function(){this._enabled=!1,this.reset()},Kn.prototype.isEnabled=function(){return this._enabled},Kn.prototype.isActive=function(){return this._active};var $n=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.mousedown=function(e,r){t.prototype.mousedown.call(this,e,r),this._lastPoint&&(this._active=!0)},e.prototype._correctButton=function(t,e){return 0===e&&!t.ctrlKey},e.prototype._move=function(t,e){return{around:e,panDelta:e.sub(t)}},e}(Kn),Qn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=.8*(e.x-t.x);if(r)return this._active=!0,{bearingDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(Kn),ti=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=-.5*(e.y-t.y);if(r)return this._active=!0,{pitchDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(Kn),ei=function(t){this._minTouches=1,this._clickTolerance=t.clickTolerance||1,this.reset()};ei.prototype.reset=function(){this._active=!1,this._touches={},this._sum=new t.Point(0,0)},ei.prototype.touchstart=function(t,e,r){return this._calculateTransform(t,e,r)},ei.prototype.touchmove=function(t,e,r){if(this._active)return t.preventDefault(),this._calculateTransform(t,e,r)},ei.prototype.touchend=function(t,e,r){this._calculateTransform(t,e,r),this._active&&r.length<this._minTouches&&this.reset()},ei.prototype.touchcancel=function(){this.reset()},ei.prototype._calculateTransform=function(e,r,n){n.length>0&&(this._active=!0);var i=Yn(n,r),a=new t.Point(0,0),o=new t.Point(0,0),s=0;for(var l in i){var u=i[l],c=this._touches[l];c&&(a._add(u),o._add(u.sub(c)),s++,i[l]=u)}if(this._touches=i,!(s<this._minTouches)&&o.mag()){var f=o.div(s);if(this._sum._add(f),!(this._sum.mag()<this._clickTolerance))return{around:a.div(s),panDelta:f}}},ei.prototype.enable=function(){this._enabled=!0},ei.prototype.disable=function(){this._enabled=!1,this.reset()},ei.prototype.isEnabled=function(){return this._enabled},ei.prototype.isActive=function(){return this._active};var ri=function(){this.reset()};function ni(t,e,r){for(var n=0;n<t.length;n++)if(t[n].identifier===r)return e[n]}ri.prototype.reset=function(){this._active=!1,delete this._firstTwoTouches},ri.prototype._start=function(t){},ri.prototype._move=function(t,e,r){return{}},ri.prototype.touchstart=function(t,e,r){this._firstTwoTouches||r.length<2||(this._firstTwoTouches=[r[0].identifier,r[1].identifier],this._start([e[0],e[1]]))},ri.prototype.touchmove=function(t,e,r){if(this._firstTwoTouches){t.preventDefault();var n=this._firstTwoTouches,i=n[0],a=n[1],o=ni(r,e,i),s=ni(r,e,a);if(o&&s){var l=this._aroundCenter?null:o.add(s).div(2);return this._move([o,s],l,t)}}},ri.prototype.touchend=function(t,e,n){if(this._firstTwoTouches){var i=this._firstTwoTouches,a=i[0],o=i[1],s=ni(n,e,a),l=ni(n,e,o);s&&l||(this._active&&r.suppressClick(),this.reset())}},ri.prototype.touchcancel=function(){this.reset()},ri.prototype.enable=function(t){this._enabled=!0,this._aroundCenter=!!t&&\"center\"===t.around},ri.prototype.disable=function(){this._enabled=!1,this.reset()},ri.prototype.isEnabled=function(){return this._enabled},ri.prototype.isActive=function(){return this._active};function ii(t,e){return Math.log(t/e)/Math.LN2}var ai=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._distance,delete this._startDistance},e.prototype._start=function(t){this._startDistance=this._distance=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._distance;if(this._distance=t[0].dist(t[1]),this._active||!(Math.abs(ii(this._distance,this._startDistance))<.1))return this._active=!0,{zoomDelta:ii(this._distance,r),pinchAround:e}},e}(ri);function oi(t,e){return 180*t.angleWith(e)/Math.PI}var si=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._minDiameter,delete this._startVector,delete this._vector},e.prototype._start=function(t){this._startVector=this._vector=t[0].sub(t[1]),this._minDiameter=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._vector;if(this._vector=t[0].sub(t[1]),this._active||!this._isBelowThreshold(this._vector))return this._active=!0,{bearingDelta:oi(this._vector,r),pinchAround:e}},e.prototype._isBelowThreshold=function(t){this._minDiameter=Math.min(this._minDiameter,t.mag());var e=25/(Math.PI*this._minDiameter)*360,r=oi(t,this._startVector);return Math.abs(r)<e},e}(ri);function li(t){return Math.abs(t.y)>Math.abs(t.x)}var ui=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),this._valid=void 0,delete this._firstMove,delete this._lastPoints},e.prototype._start=function(t){this._lastPoints=t,li(t[0].sub(t[1]))&&(this._valid=!1)},e.prototype._move=function(t,e,r){var n=t[0].sub(this._lastPoints[0]),i=t[1].sub(this._lastPoints[1]);if(this._valid=this.gestureBeginsVertically(n,i,r.timeStamp),this._valid)return this._lastPoints=t,this._active=!0,{pitchDelta:(n.y+i.y)/2*-.5}},e.prototype.gestureBeginsVertically=function(t,e,r){if(void 0!==this._valid)return this._valid;var n=t.mag()>=2,i=e.mag()>=2;if(n||i){if(!n||!i)return void 0===this._firstMove&&(this._firstMove=r),r-this._firstMove<100&&void 0;var a=t.y>0==e.y>0;return li(t)&&li(e)&&a}},e}(ri),ci={panStep:100,bearingStep:15,pitchStep:10},fi=function(){var t=ci;this._panStep=t.panStep,this._bearingStep=t.bearingStep,this._pitchStep=t.pitchStep};function hi(t){return t*(2-t)}fi.prototype.reset=function(){this._active=!1},fi.prototype.keydown=function(t){var e=this;if(!(t.altKey||t.ctrlKey||t.metaKey)){var r=0,n=0,i=0,a=0,o=0;switch(t.keyCode){case 61:case 107:case 171:case 187:r=1;break;case 189:case 109:case 173:r=-1;break;case 37:t.shiftKey?n=-1:(t.preventDefault(),a=-1);break;case 39:t.shiftKey?n=1:(t.preventDefault(),a=1);break;case 38:t.shiftKey?i=1:(t.preventDefault(),o=-1);break;case 40:t.shiftKey?i=-1:(t.preventDefault(),o=1);break;default:return}return{cameraAnimation:function(s){var l=s.getZoom();s.easeTo({duration:300,easeId:\"keyboardHandler\",easing:hi,zoom:r?Math.round(l)+r*(t.shiftKey?2:1):l,bearing:s.getBearing()+n*e._bearingStep,pitch:s.getPitch()+i*e._pitchStep,offset:[-a*e._panStep,-o*e._panStep],center:s.getCenter()},{originalEvent:t})}}}},fi.prototype.enable=function(){this._enabled=!0},fi.prototype.disable=function(){this._enabled=!1,this.reset()},fi.prototype.isEnabled=function(){return this._enabled},fi.prototype.isActive=function(){return this._active};var pi=4.000244140625,di=function(e,r){this._map=e,this._el=e.getCanvasContainer(),this._handler=r,this._delta=0,this._defaultZoomRate=.01,this._wheelZoomRate=.0022222222222222222,t.bindAll([\"_onWheel\",\"_onTimeout\",\"_onScrollFrame\",\"_onScrollFinished\"],this)};di.prototype.setZoomRate=function(t){this._defaultZoomRate=t},di.prototype.setWheelZoomRate=function(t){this._wheelZoomRate=t},di.prototype.isEnabled=function(){return!!this._enabled},di.prototype.isActive=function(){return!!this._active||void 0!==this._finishTimeout},di.prototype.isZooming=function(){return!!this._zooming},di.prototype.enable=function(t){this.isEnabled()||(this._enabled=!0,this._aroundCenter=t&&\"center\"===t.around)},di.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},di.prototype.wheel=function(e){if(this.isEnabled()){var r=e.deltaMode===t.window.WheelEvent.DOM_DELTA_LINE?40*e.deltaY:e.deltaY,n=t.browser.now(),i=n-(this._lastWheelEventTime||0);this._lastWheelEventTime=n,0!==r&&r%pi==0?this._type=\"wheel\":0!==r&&Math.abs(r)<4?this._type=\"trackpad\":i>400?(this._type=null,this._lastValue=r,this._timeout=setTimeout(this._onTimeout,40,e)):this._type||(this._type=Math.abs(i*r)<200?\"trackpad\":\"wheel\",this._timeout&&(clearTimeout(this._timeout),this._timeout=null,r+=this._lastValue)),e.shiftKey&&r&&(r/=4),this._type&&(this._lastWheelEvent=e,this._delta-=r,this._active||this._start(e)),e.preventDefault()}},di.prototype._onTimeout=function(t){this._type=\"wheel\",this._delta-=this._lastValue,this._active||this._start(t)},di.prototype._start=function(e){if(this._delta){this._frameId&&(this._frameId=null),this._active=!0,this.isZooming()||(this._zooming=!0),this._finishTimeout&&(clearTimeout(this._finishTimeout),delete this._finishTimeout);var n=r.mousePos(this._el,e);this._around=t.LngLat.convert(this._aroundCenter?this._map.getCenter():this._map.unproject(n)),this._aroundPoint=this._map.transform.locationPoint(this._around),this._frameId||(this._frameId=!0,this._handler._triggerRenderFrame())}},di.prototype.renderFrame=function(){return this._onScrollFrame()},di.prototype._onScrollFrame=function(){var e=this;if(this._frameId&&(this._frameId=null,this.isActive())){var r=this._map.transform;if(0!==this._delta){var n=\"wheel\"===this._type&&Math.abs(this._delta)>pi?this._wheelZoomRate:this._defaultZoomRate,i=2/(1+Math.exp(-Math.abs(this._delta*n)));this._delta<0&&0!==i&&(i=1/i);var a=\"number\"==typeof this._targetZoom?r.zoomScale(this._targetZoom):r.scale;this._targetZoom=Math.min(r.maxZoom,Math.max(r.minZoom,r.scaleZoom(a*i))),\"wheel\"===this._type&&(this._startZoom=r.zoom,this._easing=this._smoothOutEasing(200)),this._delta=0}var o,s=\"number\"==typeof this._targetZoom?this._targetZoom:r.zoom,l=this._startZoom,u=this._easing,c=!1;if(\"wheel\"===this._type&&l&&u){var f=Math.min((t.browser.now()-this._lastWheelEventTime)/200,1),h=u(f);o=t.number(l,s,h),f<1?this._frameId||(this._frameId=!0):c=!0}else o=s,c=!0;return this._active=!0,c&&(this._active=!1,this._finishTimeout=setTimeout((function(){e._zooming=!1,e._handler._triggerRenderFrame(),delete e._targetZoom,delete e._finishTimeout}),200)),{noInertia:!0,needsRenderFrame:!c,zoomDelta:o-r.zoom,around:this._aroundPoint,originalEvent:this._lastWheelEvent}}},di.prototype._smoothOutEasing=function(e){var r=t.ease;if(this._prevEase){var n=this._prevEase,i=(t.browser.now()-n.start)/n.duration,a=n.easing(i+.01)-n.easing(i),o=.27/Math.sqrt(a*a+1e-4)*.01,s=Math.sqrt(.0729-o*o);r=t.bezier(o,s,.25,1)}return this._prevEase={start:t.browser.now(),duration:e,easing:r},r},di.prototype.reset=function(){this._active=!1};var vi=function(t,e){this._clickZoom=t,this._tapZoom=e};vi.prototype.enable=function(){this._clickZoom.enable(),this._tapZoom.enable()},vi.prototype.disable=function(){this._clickZoom.disable(),this._tapZoom.disable()},vi.prototype.isEnabled=function(){return this._clickZoom.isEnabled()&&this._tapZoom.isEnabled()},vi.prototype.isActive=function(){return this._clickZoom.isActive()||this._tapZoom.isActive()};var gi=function(){this.reset()};gi.prototype.reset=function(){this._active=!1},gi.prototype.dblclick=function(t,e){return t.preventDefault(),{cameraAnimation:function(r){r.easeTo({duration:300,zoom:r.getZoom()+(t.shiftKey?-1:1),around:r.unproject(e)},{originalEvent:t})}}},gi.prototype.enable=function(){this._enabled=!0},gi.prototype.disable=function(){this._enabled=!1,this.reset()},gi.prototype.isEnabled=function(){return this._enabled},gi.prototype.isActive=function(){return this._active};var yi=function(){this._tap=new Xn({numTouches:1,numTaps:1}),this.reset()};yi.prototype.reset=function(){this._active=!1,delete this._swipePoint,delete this._swipeTouch,delete this._tapTime,this._tap.reset()},yi.prototype.touchstart=function(t,e,r){this._swipePoint||(this._tapTime&&t.timeStamp-this._tapTime>500&&this.reset(),this._tapTime?r.length>0&&(this._swipePoint=e[0],this._swipeTouch=r[0].identifier):this._tap.touchstart(t,e,r))},yi.prototype.touchmove=function(t,e,r){if(this._tapTime){if(this._swipePoint){if(r[0].identifier!==this._swipeTouch)return;var n=e[0],i=n.y-this._swipePoint.y;return this._swipePoint=n,t.preventDefault(),this._active=!0,{zoomDelta:i/128}}}else this._tap.touchmove(t,e,r)},yi.prototype.touchend=function(t,e,r){this._tapTime?this._swipePoint&&0===r.length&&this.reset():this._tap.touchend(t,e,r)&&(this._tapTime=t.timeStamp)},yi.prototype.touchcancel=function(){this.reset()},yi.prototype.enable=function(){this._enabled=!0},yi.prototype.disable=function(){this._enabled=!1,this.reset()},yi.prototype.isEnabled=function(){return this._enabled},yi.prototype.isActive=function(){return this._active};var mi=function(t,e,r){this._el=t,this._mousePan=e,this._touchPan=r};mi.prototype.enable=function(t){this._inertiaOptions=t||{},this._mousePan.enable(),this._touchPan.enable(),this._el.classList.add(\"mapboxgl-touch-drag-pan\")},mi.prototype.disable=function(){this._mousePan.disable(),this._touchPan.disable(),this._el.classList.remove(\"mapboxgl-touch-drag-pan\")},mi.prototype.isEnabled=function(){return this._mousePan.isEnabled()&&this._touchPan.isEnabled()},mi.prototype.isActive=function(){return this._mousePan.isActive()||this._touchPan.isActive()};var xi=function(t,e,r){this._pitchWithRotate=t.pitchWithRotate,this._mouseRotate=e,this._mousePitch=r};xi.prototype.enable=function(){this._mouseRotate.enable(),this._pitchWithRotate&&this._mousePitch.enable()},xi.prototype.disable=function(){this._mouseRotate.disable(),this._mousePitch.disable()},xi.prototype.isEnabled=function(){return this._mouseRotate.isEnabled()&&(!this._pitchWithRotate||this._mousePitch.isEnabled())},xi.prototype.isActive=function(){return this._mouseRotate.isActive()||this._mousePitch.isActive()};var bi=function(t,e,r,n){this._el=t,this._touchZoom=e,this._touchRotate=r,this._tapDragZoom=n,this._rotationDisabled=!1,this._enabled=!0};bi.prototype.enable=function(t){this._touchZoom.enable(t),this._rotationDisabled||this._touchRotate.enable(t),this._tapDragZoom.enable(),this._el.classList.add(\"mapboxgl-touch-zoom-rotate\")},bi.prototype.disable=function(){this._touchZoom.disable(),this._touchRotate.disable(),this._tapDragZoom.disable(),this._el.classList.remove(\"mapboxgl-touch-zoom-rotate\")},bi.prototype.isEnabled=function(){return this._touchZoom.isEnabled()&&(this._rotationDisabled||this._touchRotate.isEnabled())&&this._tapDragZoom.isEnabled()},bi.prototype.isActive=function(){return this._touchZoom.isActive()||this._touchRotate.isActive()||this._tapDragZoom.isActive()},bi.prototype.disableRotation=function(){this._rotationDisabled=!0,this._touchRotate.disable()},bi.prototype.enableRotation=function(){this._rotationDisabled=!1,this._touchZoom.isEnabled()&&this._touchRotate.enable()};var _i=function(t){return t.zoom||t.drag||t.pitch||t.rotate},wi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(t.Event);function Ti(t){return t.panDelta&&t.panDelta.mag()||t.zoomDelta||t.bearingDelta||t.pitchDelta}var ki=function(e,n){this._map=e,this._el=this._map.getCanvasContainer(),this._handlers=[],this._handlersById={},this._changes=[],this._inertia=new Bn(e),this._bearingSnap=n.bearingSnap,this._previousActiveHandlers={},this._eventsInProgress={},this._addDefaultHandlers(n),t.bindAll([\"handleEvent\",\"handleWindowEvent\"],this);var i=this._el;this._listeners=[[i,\"touchstart\",{passive:!1}],[i,\"touchmove\",{passive:!1}],[i,\"touchend\",void 0],[i,\"touchcancel\",void 0],[i,\"mousedown\",void 0],[i,\"mousemove\",void 0],[i,\"mouseup\",void 0],[t.window.document,\"mousemove\",{capture:!0}],[t.window.document,\"mouseup\",void 0],[i,\"mouseover\",void 0],[i,\"mouseout\",void 0],[i,\"dblclick\",void 0],[i,\"click\",void 0],[i,\"keydown\",{capture:!1}],[i,\"keyup\",void 0],[i,\"wheel\",{passive:!1}],[i,\"contextmenu\",void 0],[t.window,\"blur\",void 0]];for(var a=0,o=this._listeners;a<o.length;a+=1){var s=o[a],l=s[0],u=s[1],c=s[2];r.addEventListener(l,u,l===t.window.document?this.handleWindowEvent:this.handleEvent,c)}};ki.prototype.destroy=function(){for(var e=0,n=this._listeners;e<n.length;e+=1){var i=n[e],a=i[0],o=i[1],s=i[2];r.removeEventListener(a,o,a===t.window.document?this.handleWindowEvent:this.handleEvent,s)}},ki.prototype._addDefaultHandlers=function(t){var e=this._map,r=e.getCanvasContainer();this._add(\"mapEvent\",new qn(e,t));var n=e.boxZoom=new Zn(e,t);this._add(\"boxZoom\",n);var i=new Jn,a=new gi;e.doubleClickZoom=new vi(a,i),this._add(\"tapZoom\",i),this._add(\"clickZoom\",a);var o=new yi;this._add(\"tapDragZoom\",o);var s=e.touchPitch=new ui;this._add(\"touchPitch\",s);var l=new Qn(t),u=new ti(t);e.dragRotate=new xi(t,l,u),this._add(\"mouseRotate\",l,[\"mousePitch\"]),this._add(\"mousePitch\",u,[\"mouseRotate\"]);var c=new $n(t),f=new ei(t);e.dragPan=new mi(r,c,f),this._add(\"mousePan\",c),this._add(\"touchPan\",f,[\"touchZoom\",\"touchRotate\"]);var h=new si,p=new ai;e.touchZoomRotate=new bi(r,p,h,o),this._add(\"touchRotate\",h,[\"touchPan\",\"touchZoom\"]),this._add(\"touchZoom\",p,[\"touchPan\",\"touchRotate\"]);var d=e.scrollZoom=new di(e,this);this._add(\"scrollZoom\",d,[\"mousePan\"]);var v=e.keyboard=new fi;this._add(\"keyboard\",v),this._add(\"blockableMapEvent\",new Gn(e));for(var g=0,y=[\"boxZoom\",\"doubleClickZoom\",\"tapDragZoom\",\"touchPitch\",\"dragRotate\",\"dragPan\",\"touchZoomRotate\",\"scrollZoom\",\"keyboard\"];g<y.length;g+=1){var m=y[g];t.interactive&&t[m]&&e[m].enable(t[m])}},ki.prototype._add=function(t,e,r){this._handlers.push({handlerName:t,handler:e,allowed:r}),this._handlersById[t]=e},ki.prototype.stop=function(){if(!this._updatingCamera){for(var t=0,e=this._handlers;t<e.length;t+=1)e[t].handler.reset();this._inertia.clear(),this._fireEvents({},{}),this._changes=[]}},ki.prototype.isActive=function(){for(var t=0,e=this._handlers;t<e.length;t+=1)if(e[t].handler.isActive())return!0;return!1},ki.prototype.isZooming=function(){return!!this._eventsInProgress.zoom||this._map.scrollZoom.isZooming()},ki.prototype.isRotating=function(){return!!this._eventsInProgress.rotate},ki.prototype.isMoving=function(){return Boolean(_i(this._eventsInProgress))||this.isZooming()},ki.prototype._blockedByActive=function(t,e,r){for(var n in t)if(n!==r&&(!e||e.indexOf(n)<0))return!0;return!1},ki.prototype.handleWindowEvent=function(t){this.handleEvent(t,t.type+\"Window\")},ki.prototype._getMapTouches=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r],a=i.target;this._el.contains(a)&&e.push(i)}return e},ki.prototype.handleEvent=function(t,e){if(\"blur\"!==t.type){this._updatingCamera=!0;for(var n=\"renderFrame\"===t.type?void 0:t,i={needsRenderFrame:!1},a={},o={},s=t.touches?this._getMapTouches(t.touches):void 0,l=s?r.touchPos(this._el,s):r.mousePos(this._el,t),u=0,c=this._handlers;u<c.length;u+=1){var f=c[u],h=f.handlerName,p=f.handler,d=f.allowed;if(p.isEnabled()){var v=void 0;this._blockedByActive(o,d,h)?p.reset():p[e||t.type]&&(v=p[e||t.type](t,l,s),this.mergeHandlerResult(i,a,v,h,n),v&&v.needsRenderFrame&&this._triggerRenderFrame()),(v||p.isActive())&&(o[h]=p)}}var g={};for(var y in this._previousActiveHandlers)o[y]||(g[y]=n);this._previousActiveHandlers=o,(Object.keys(g).length||Ti(i))&&(this._changes.push([i,a,g]),this._triggerRenderFrame()),(Object.keys(o).length||Ti(i))&&this._map._stop(!0),this._updatingCamera=!1;var m=i.cameraAnimation;m&&(this._inertia.clear(),this._fireEvents({},{}),this._changes=[],m(this._map))}else this.stop()},ki.prototype.mergeHandlerResult=function(e,r,n,i,a){if(n){t.extend(e,n);var o={handlerName:i,originalEvent:n.originalEvent||a};void 0!==n.zoomDelta&&(r.zoom=o),void 0!==n.panDelta&&(r.drag=o),void 0!==n.pitchDelta&&(r.pitch=o),void 0!==n.bearingDelta&&(r.rotate=o)}},ki.prototype._applyChanges=function(){for(var e={},r={},n={},i=0,a=this._changes;i<a.length;i+=1){var o=a[i],s=o[0],l=o[1],u=o[2];s.panDelta&&(e.panDelta=(e.panDelta||new t.Point(0,0))._add(s.panDelta)),s.zoomDelta&&(e.zoomDelta=(e.zoomDelta||0)+s.zoomDelta),s.bearingDelta&&(e.bearingDelta=(e.bearingDelta||0)+s.bearingDelta),s.pitchDelta&&(e.pitchDelta=(e.pitchDelta||0)+s.pitchDelta),void 0!==s.around&&(e.around=s.around),void 0!==s.pinchAround&&(e.pinchAround=s.pinchAround),s.noInertia&&(e.noInertia=s.noInertia),t.extend(r,l),t.extend(n,u)}this._updateMapTransform(e,r,n),this._changes=[]},ki.prototype._updateMapTransform=function(t,e,r){var n=this._map,i=n.transform;if(!Ti(t))return this._fireEvents(e,r);var a=t.panDelta,o=t.zoomDelta,s=t.bearingDelta,l=t.pitchDelta,u=t.around,c=t.pinchAround;void 0!==c&&(u=c),n._stop(!0),u=u||n.transform.centerPoint;var f=i.pointLocation(a?u.sub(a):u);s&&(i.bearing+=s),l&&(i.pitch+=l),o&&(i.zoom+=o),i.setLocationAtPoint(f,u),this._map._update(),t.noInertia||this._inertia.record(t),this._fireEvents(e,r)},ki.prototype._fireEvents=function(e,r){var n=this,i=_i(this._eventsInProgress),a=_i(e),o={};for(var s in e){var l=e[s].originalEvent;this._eventsInProgress[s]||(o[s+\"start\"]=l),this._eventsInProgress[s]=e[s]}for(var u in!i&&a&&this._fireEvent(\"movestart\",a.originalEvent),o)this._fireEvent(u,o[u]);for(var c in e.rotate&&(this._bearingChanged=!0),a&&this._fireEvent(\"move\",a.originalEvent),e){var f=e[c].originalEvent;this._fireEvent(c,f)}var h,p={};for(var d in this._eventsInProgress){var v=this._eventsInProgress[d],g=v.handlerName,y=v.originalEvent;this._handlersById[g].isActive()||(delete this._eventsInProgress[d],h=r[g]||y,p[d+\"end\"]=h)}for(var m in p)this._fireEvent(m,p[m]);var x=_i(this._eventsInProgress);if((i||a)&&!x){this._updatingCamera=!0;var b=this._inertia._onMoveEnd(this._map.dragPan._inertiaOptions),_=function(t){return 0!==t&&-n._bearingSnap<t&&t<n._bearingSnap};b?(_(b.bearing||this._map.getBearing())&&(b.bearing=0),this._map.easeTo(b,{originalEvent:h})):(this._map.fire(new t.Event(\"moveend\",{originalEvent:h})),_(this._map.getBearing())&&this._map.resetNorth()),this._bearingChanged=!1,this._updatingCamera=!1}},ki.prototype._fireEvent=function(e,r){this._map.fire(new t.Event(e,r?{originalEvent:r}:{}))},ki.prototype._triggerRenderFrame=function(){var t=this;void 0===this._frameId&&(this._frameId=this._map._requestRenderFrame((function(e){delete t._frameId,t.handleEvent(new wi(\"renderFrame\",{timeStamp:e})),t._applyChanges()})))};var Ai=function(e){function r(r,n){e.call(this),this._moving=!1,this._zooming=!1,this.transform=r,this._bearingSnap=n.bearingSnap,t.bindAll([\"_renderFrameCallback\"],this)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getCenter=function(){return new t.LngLat(this.transform.center.lng,this.transform.center.lat)},r.prototype.setCenter=function(t,e){return this.jumpTo({center:t},e)},r.prototype.panBy=function(e,r,n){return e=t.Point.convert(e).mult(-1),this.panTo(this.transform.center,t.extend({offset:e},r),n)},r.prototype.panTo=function(e,r,n){return this.easeTo(t.extend({center:e},r),n)},r.prototype.getZoom=function(){return this.transform.zoom},r.prototype.setZoom=function(t,e){return this.jumpTo({zoom:t},e),this},r.prototype.zoomTo=function(e,r,n){return this.easeTo(t.extend({zoom:e},r),n)},r.prototype.zoomIn=function(t,e){return this.zoomTo(this.getZoom()+1,t,e),this},r.prototype.zoomOut=function(t,e){return this.zoomTo(this.getZoom()-1,t,e),this},r.prototype.getBearing=function(){return this.transform.bearing},r.prototype.setBearing=function(t,e){return this.jumpTo({bearing:t},e),this},r.prototype.getPadding=function(){return this.transform.padding},r.prototype.setPadding=function(t,e){return this.jumpTo({padding:t},e),this},r.prototype.rotateTo=function(e,r,n){return this.easeTo(t.extend({bearing:e},r),n)},r.prototype.resetNorth=function(e,r){return this.rotateTo(0,t.extend({duration:1e3},e),r),this},r.prototype.resetNorthPitch=function(e,r){return this.easeTo(t.extend({bearing:0,pitch:0,duration:1e3},e),r),this},r.prototype.snapToNorth=function(t,e){return Math.abs(this.getBearing())<this._bearingSnap?this.resetNorth(t,e):this},r.prototype.getPitch=function(){return this.transform.pitch},r.prototype.setPitch=function(t,e){return this.jumpTo({pitch:t},e),this},r.prototype.cameraForBounds=function(e,r){return e=t.LngLatBounds.convert(e),this._cameraForBoxAndBearing(e.getNorthWest(),e.getSouthEast(),0,r)},r.prototype._cameraForBoxAndBearing=function(e,r,n,i){var a={top:0,bottom:0,right:0,left:0};if(\"number\"==typeof(i=t.extend({padding:a,offset:[0,0],maxZoom:this.transform.maxZoom},i)).padding){var o=i.padding;i.padding={top:o,bottom:o,right:o,left:o}}i.padding=t.extend(a,i.padding);var s=this.transform,l=s.padding,u=s.project(t.LngLat.convert(e)),c=s.project(t.LngLat.convert(r)),f=u.rotate(-n*Math.PI/180),h=c.rotate(-n*Math.PI/180),p=new t.Point(Math.max(f.x,h.x),Math.max(f.y,h.y)),d=new t.Point(Math.min(f.x,h.x),Math.min(f.y,h.y)),v=p.sub(d),g=(s.width-(l.left+l.right+i.padding.left+i.padding.right))/v.x,y=(s.height-(l.top+l.bottom+i.padding.top+i.padding.bottom))/v.y;if(!(y<0||g<0)){var m=Math.min(s.scaleZoom(s.scale*Math.min(g,y)),i.maxZoom),x=t.Point.convert(i.offset),b=(i.padding.left-i.padding.right)/2,_=(i.padding.top-i.padding.bottom)/2,w=new t.Point(x.x+b,x.y+_).mult(s.scale/s.zoomScale(m));return{center:s.unproject(u.add(c).div(2).sub(w)),zoom:m,bearing:n}}t.warnOnce(\"Map cannot fit within canvas with the given bounds, padding, and/or offset.\")},r.prototype.fitBounds=function(t,e,r){return this._fitInternal(this.cameraForBounds(t,e),e,r)},r.prototype.fitScreenCoordinates=function(e,r,n,i,a){return this._fitInternal(this._cameraForBoxAndBearing(this.transform.pointLocation(t.Point.convert(e)),this.transform.pointLocation(t.Point.convert(r)),n,i),i,a)},r.prototype._fitInternal=function(e,r,n){return e?(delete(r=t.extend(e,r)).padding,r.linear?this.easeTo(r,n):this.flyTo(r,n)):this},r.prototype.jumpTo=function(e,r){this.stop();var n=this.transform,i=!1,a=!1,o=!1;return\"zoom\"in e&&n.zoom!==+e.zoom&&(i=!0,n.zoom=+e.zoom),void 0!==e.center&&(n.center=t.LngLat.convert(e.center)),\"bearing\"in e&&n.bearing!==+e.bearing&&(a=!0,n.bearing=+e.bearing),\"pitch\"in e&&n.pitch!==+e.pitch&&(o=!0,n.pitch=+e.pitch),null==e.padding||n.isPaddingEqual(e.padding)||(n.padding=e.padding),this.fire(new t.Event(\"movestart\",r)).fire(new t.Event(\"move\",r)),i&&this.fire(new t.Event(\"zoomstart\",r)).fire(new t.Event(\"zoom\",r)).fire(new t.Event(\"zoomend\",r)),a&&this.fire(new t.Event(\"rotatestart\",r)).fire(new t.Event(\"rotate\",r)).fire(new t.Event(\"rotateend\",r)),o&&this.fire(new t.Event(\"pitchstart\",r)).fire(new t.Event(\"pitch\",r)).fire(new t.Event(\"pitchend\",r)),this.fire(new t.Event(\"moveend\",r))},r.prototype.easeTo=function(e,r){var n=this;this._stop(!1,e.easeId),(!1===(e=t.extend({offset:[0,0],duration:500,easing:t.ease},e)).animate||!e.essential&&t.browser.prefersReducedMotion)&&(e.duration=0);var i=this.transform,a=this.getZoom(),o=this.getBearing(),s=this.getPitch(),l=this.getPadding(),u=\"zoom\"in e?+e.zoom:a,c=\"bearing\"in e?this._normalizeBearing(e.bearing,o):o,f=\"pitch\"in e?+e.pitch:s,h=\"padding\"in e?e.padding:i.padding,p=t.Point.convert(e.offset),d=i.centerPoint.add(p),v=i.pointLocation(d),g=t.LngLat.convert(e.center||v);this._normalizeCenter(g);var y,m,x=i.project(v),b=i.project(g).sub(x),_=i.zoomScale(u-a);e.around&&(y=t.LngLat.convert(e.around),m=i.locationPoint(y));var w={moving:this._moving,zooming:this._zooming,rotating:this._rotating,pitching:this._pitching};return this._zooming=this._zooming||u!==a,this._rotating=this._rotating||o!==c,this._pitching=this._pitching||f!==s,this._padding=!i.isPaddingEqual(h),this._easeId=e.easeId,this._prepareEase(r,e.noMoveStart,w),clearTimeout(this._easeEndTimeoutID),this._ease((function(e){if(n._zooming&&(i.zoom=t.number(a,u,e)),n._rotating&&(i.bearing=t.number(o,c,e)),n._pitching&&(i.pitch=t.number(s,f,e)),n._padding&&(i.interpolatePadding(l,h,e),d=i.centerPoint.add(p)),y)i.setLocationAtPoint(y,m);else{var v=i.zoomScale(i.zoom-a),g=u>a?Math.min(2,_):Math.max(.5,_),w=Math.pow(g,1-e),T=i.unproject(x.add(b.mult(e*w)).mult(v));i.setLocationAtPoint(i.renderWorldCopies?T.wrap():T,d)}n._fireMoveEvents(r)}),(function(t){n._afterEase(r,t)}),e),this},r.prototype._prepareEase=function(e,r,n){void 0===n&&(n={}),this._moving=!0,r||n.moving||this.fire(new t.Event(\"movestart\",e)),this._zooming&&!n.zooming&&this.fire(new t.Event(\"zoomstart\",e)),this._rotating&&!n.rotating&&this.fire(new t.Event(\"rotatestart\",e)),this._pitching&&!n.pitching&&this.fire(new t.Event(\"pitchstart\",e))},r.prototype._fireMoveEvents=function(e){this.fire(new t.Event(\"move\",e)),this._zooming&&this.fire(new t.Event(\"zoom\",e)),this._rotating&&this.fire(new t.Event(\"rotate\",e)),this._pitching&&this.fire(new t.Event(\"pitch\",e))},r.prototype._afterEase=function(e,r){if(!this._easeId||!r||this._easeId!==r){delete this._easeId;var n=this._zooming,i=this._rotating,a=this._pitching;this._moving=!1,this._zooming=!1,this._rotating=!1,this._pitching=!1,this._padding=!1,n&&this.fire(new t.Event(\"zoomend\",e)),i&&this.fire(new t.Event(\"rotateend\",e)),a&&this.fire(new t.Event(\"pitchend\",e)),this.fire(new t.Event(\"moveend\",e))}},r.prototype.flyTo=function(e,r){var n=this;if(!e.essential&&t.browser.prefersReducedMotion){var i=t.pick(e,[\"center\",\"zoom\",\"bearing\",\"pitch\",\"around\"]);return this.jumpTo(i,r)}this.stop(),e=t.extend({offset:[0,0],speed:1.2,curve:1.42,easing:t.ease},e);var a=this.transform,o=this.getZoom(),s=this.getBearing(),l=this.getPitch(),u=this.getPadding(),c=\"zoom\"in e?t.clamp(+e.zoom,a.minZoom,a.maxZoom):o,f=\"bearing\"in e?this._normalizeBearing(e.bearing,s):s,h=\"pitch\"in e?+e.pitch:l,p=\"padding\"in e?e.padding:a.padding,d=a.zoomScale(c-o),v=t.Point.convert(e.offset),g=a.centerPoint.add(v),y=a.pointLocation(g),m=t.LngLat.convert(e.center||y);this._normalizeCenter(m);var x=a.project(y),b=a.project(m).sub(x),_=e.curve,w=Math.max(a.width,a.height),T=w/d,k=b.mag();if(\"minZoom\"in e){var A=t.clamp(Math.min(e.minZoom,o,c),a.minZoom,a.maxZoom),M=w/a.zoomScale(A-o);_=Math.sqrt(M/k*2)}var S=_*_;function E(t){var e=(T*T-w*w+(t?-1:1)*S*S*k*k)/(2*(t?T:w)*S*k);return Math.log(Math.sqrt(e*e+1)-e)}function L(t){return(Math.exp(t)-Math.exp(-t))/2}function C(t){return(Math.exp(t)+Math.exp(-t))/2}var P=E(0),O=function(t){return C(P)/C(P+_*t)},I=function(t){return w*((C(P)*(L(e=P+_*t)/C(e))-L(P))/S)/k;var e},D=(E(1)-P)/_;if(Math.abs(k)<1e-6||!isFinite(D)){if(Math.abs(w-T)<1e-6)return this.easeTo(e,r);var z=T<w?-1:1;D=Math.abs(Math.log(T/w))/_,I=function(){return 0},O=function(t){return Math.exp(z*_*t)}}if(\"duration\"in e)e.duration=+e.duration;else{var R=\"screenSpeed\"in e?+e.screenSpeed/_:+e.speed;e.duration=1e3*D/R}return e.maxDuration&&e.duration>e.maxDuration&&(e.duration=0),this._zooming=!0,this._rotating=s!==f,this._pitching=h!==l,this._padding=!a.isPaddingEqual(p),this._prepareEase(r,!1),this._ease((function(e){var i=e*D,d=1/O(i);a.zoom=1===e?c:o+a.scaleZoom(d),n._rotating&&(a.bearing=t.number(s,f,e)),n._pitching&&(a.pitch=t.number(l,h,e)),n._padding&&(a.interpolatePadding(u,p,e),g=a.centerPoint.add(v));var y=1===e?m:a.unproject(x.add(b.mult(I(i))).mult(d));a.setLocationAtPoint(a.renderWorldCopies?y.wrap():y,g),n._fireMoveEvents(r)}),(function(){return n._afterEase(r)}),e),this},r.prototype.isEasing=function(){return!!this._easeFrameId},r.prototype.stop=function(){return this._stop()},r.prototype._stop=function(t,e){if(this._easeFrameId&&(this._cancelRenderFrame(this._easeFrameId),delete this._easeFrameId,delete this._onEaseFrame),this._onEaseEnd){var r=this._onEaseEnd;delete this._onEaseEnd,r.call(this,e)}if(!t){var n=this.handlers;n&&n.stop()}return this},r.prototype._ease=function(e,r,n){!1===n.animate||0===n.duration?(e(1),r()):(this._easeStart=t.browser.now(),this._easeOptions=n,this._onEaseFrame=e,this._onEaseEnd=r,this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback))},r.prototype._renderFrameCallback=function(){var e=Math.min((t.browser.now()-this._easeStart)/this._easeOptions.duration,1);this._onEaseFrame(this._easeOptions.easing(e)),e<1?this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback):this.stop()},r.prototype._normalizeBearing=function(e,r){e=t.wrap(e,-180,180);var n=Math.abs(e-r);return Math.abs(e-360-r)<n&&(e-=360),Math.abs(e+360-r)<n&&(e+=360),e},r.prototype._normalizeCenter=function(t){var e=this.transform;if(e.renderWorldCopies&&!e.lngRange){var r=t.lng-e.center.lng;t.lng+=r>180?-360:r<-180?360:0}},r}(t.Evented),Mi=function(e){void 0===e&&(e={}),this.options=e,t.bindAll([\"_updateEditLink\",\"_updateData\",\"_updateCompact\"],this)};Mi.prototype.getDefaultPosition=function(){return\"bottom-right\"},Mi.prototype.onAdd=function(t){var e=this.options&&this.options.compact;return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-attrib\"),this._innerContainer=r.create(\"div\",\"mapboxgl-ctrl-attrib-inner\",this._container),e&&this._container.classList.add(\"mapboxgl-compact\"),this._updateAttributions(),this._updateEditLink(),this._map.on(\"styledata\",this._updateData),this._map.on(\"sourcedata\",this._updateData),this._map.on(\"moveend\",this._updateEditLink),void 0===e&&(this._map.on(\"resize\",this._updateCompact),this._updateCompact()),this._container},Mi.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"styledata\",this._updateData),this._map.off(\"sourcedata\",this._updateData),this._map.off(\"moveend\",this._updateEditLink),this._map.off(\"resize\",this._updateCompact),this._map=void 0,this._attribHTML=void 0},Mi.prototype._updateEditLink=function(){var e=this._editLink;e||(e=this._editLink=this._container.querySelector(\".mapbox-improve-map\"));var r=[{key:\"owner\",value:this.styleOwner},{key:\"id\",value:this.styleId},{key:\"access_token\",value:this._map._requestManager._customAccessToken||t.config.ACCESS_TOKEN}];if(e){var n=r.reduce((function(t,e,n){return e.value&&(t+=e.key+\"=\"+e.value+(n<r.length-1?\"&\":\"\")),t}),\"?\");e.href=t.config.FEEDBACK_URL+\"/\"+n+(this._map._hash?this._map._hash.getHashString(!0):\"\"),e.rel=\"noopener nofollow\"}},Mi.prototype._updateData=function(t){!t||\"metadata\"!==t.sourceDataType&&\"style\"!==t.dataType||(this._updateAttributions(),this._updateEditLink())},Mi.prototype._updateAttributions=function(){if(this._map.style){var t=[];if(this.options.customAttribution&&(Array.isArray(this.options.customAttribution)?t=t.concat(this.options.customAttribution.map((function(t){return\"string\"!=typeof t?\"\":t}))):\"string\"==typeof this.options.customAttribution&&t.push(this.options.customAttribution)),this._map.style.stylesheet){var e=this._map.style.stylesheet;this.styleOwner=e.owner,this.styleId=e.id}var r=this._map.style.sourceCaches;for(var n in r){var i=r[n];if(i.used){var a=i.getSource();a.attribution&&t.indexOf(a.attribution)<0&&t.push(a.attribution)}}t.sort((function(t,e){return t.length-e.length}));var o=(t=t.filter((function(e,r){for(var n=r+1;n<t.length;n++)if(t[n].indexOf(e)>=0)return!1;return!0}))).join(\" | \");o!==this._attribHTML&&(this._attribHTML=o,t.length?(this._innerContainer.innerHTML=o,this._container.classList.remove(\"mapboxgl-attrib-empty\")):this._container.classList.add(\"mapboxgl-attrib-empty\"),this._editLink=null)}},Mi.prototype._updateCompact=function(){this._map.getCanvasContainer().offsetWidth<=640?this._container.classList.add(\"mapboxgl-compact\"):this._container.classList.remove(\"mapboxgl-compact\")};var Si=function(){t.bindAll([\"_updateLogo\"],this),t.bindAll([\"_updateCompact\"],this)};Si.prototype.onAdd=function(t){this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl\");var e=r.create(\"a\",\"mapboxgl-ctrl-logo\");return e.target=\"_blank\",e.rel=\"noopener nofollow\",e.href=\"https://www.mapbox.com/\",e.setAttribute(\"aria-label\",this._map._getUIString(\"LogoControl.Title\")),e.setAttribute(\"rel\",\"noopener nofollow\"),this._container.appendChild(e),this._container.style.display=\"none\",this._map.on(\"sourcedata\",this._updateLogo),this._updateLogo(),this._map.on(\"resize\",this._updateCompact),this._updateCompact(),this._container},Si.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"sourcedata\",this._updateLogo),this._map.off(\"resize\",this._updateCompact)},Si.prototype.getDefaultPosition=function(){return\"bottom-left\"},Si.prototype._updateLogo=function(t){t&&\"metadata\"!==t.sourceDataType||(this._container.style.display=this._logoRequired()?\"block\":\"none\")},Si.prototype._logoRequired=function(){if(this._map.style){var t=this._map.style.sourceCaches;for(var e in t)if(t[e].getSource().mapbox_logo)return!0;return!1}},Si.prototype._updateCompact=function(){var t=this._container.children;if(t.length){var e=t[0];this._map.getCanvasContainer().offsetWidth<250?e.classList.add(\"mapboxgl-compact\"):e.classList.remove(\"mapboxgl-compact\")}};var Ei=function(){this._queue=[],this._id=0,this._cleared=!1,this._currentlyRunning=!1};Ei.prototype.add=function(t){var e=++this._id;return this._queue.push({callback:t,id:e,cancelled:!1}),e},Ei.prototype.remove=function(t){for(var e=this._currentlyRunning,r=0,n=e?this._queue.concat(e):this._queue;r<n.length;r+=1){var i=n[r];if(i.id===t)return void(i.cancelled=!0)}},Ei.prototype.run=function(t){void 0===t&&(t=0);var e=this._currentlyRunning=this._queue;this._queue=[];for(var r=0,n=e;r<n.length;r+=1){var i=n[r];if(!i.cancelled&&(i.callback(t),this._cleared))break}this._cleared=!1,this._currentlyRunning=!1},Ei.prototype.clear=function(){this._currentlyRunning&&(this._cleared=!0),this._queue=[]};var Li={\"FullscreenControl.Enter\":\"Enter fullscreen\",\"FullscreenControl.Exit\":\"Exit fullscreen\",\"GeolocateControl.FindMyLocation\":\"Find my location\",\"GeolocateControl.LocationNotAvailable\":\"Location not available\",\"LogoControl.Title\":\"Mapbox logo\",\"NavigationControl.ResetBearing\":\"Reset bearing to north\",\"NavigationControl.ZoomIn\":\"Zoom in\",\"NavigationControl.ZoomOut\":\"Zoom out\",\"ScaleControl.Feet\":\"ft\",\"ScaleControl.Meters\":\"m\",\"ScaleControl.Kilometers\":\"km\",\"ScaleControl.Miles\":\"mi\",\"ScaleControl.NauticalMiles\":\"nm\"},Ci=t.window.HTMLImageElement,Pi=t.window.HTMLElement,Oi=t.window.ImageBitmap,Ii=60,Di={center:[0,0],zoom:0,bearing:0,pitch:0,minZoom:-2,maxZoom:22,minPitch:0,maxPitch:Ii,interactive:!0,scrollZoom:!0,boxZoom:!0,dragRotate:!0,dragPan:!0,keyboard:!0,doubleClickZoom:!0,touchZoomRotate:!0,touchPitch:!0,bearingSnap:7,clickTolerance:3,pitchWithRotate:!0,hash:!1,attributionControl:!0,failIfMajorPerformanceCaveat:!1,preserveDrawingBuffer:!1,trackResize:!0,renderWorldCopies:!0,refreshExpiredTiles:!0,maxTileCacheSize:null,localIdeographFontFamily:\"sans-serif\",transformRequest:null,accessToken:null,fadeDuration:300,crossSourceCollisions:!0},zi=function(n){function i(e){var r=this;if(null!=(e=t.extend({},Di,e)).minZoom&&null!=e.maxZoom&&e.minZoom>e.maxZoom)throw new Error(\"maxZoom must be greater than or equal to minZoom\");if(null!=e.minPitch&&null!=e.maxPitch&&e.minPitch>e.maxPitch)throw new Error(\"maxPitch must be greater than or equal to minPitch\");if(null!=e.minPitch&&e.minPitch<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(null!=e.maxPitch&&e.maxPitch>Ii)throw new Error(\"maxPitch must be less than or equal to 60\");var i=new Cn(e.minZoom,e.maxZoom,e.minPitch,e.maxPitch,e.renderWorldCopies);if(n.call(this,i,e),this._interactive=e.interactive,this._maxTileCacheSize=e.maxTileCacheSize,this._failIfMajorPerformanceCaveat=e.failIfMajorPerformanceCaveat,this._preserveDrawingBuffer=e.preserveDrawingBuffer,this._antialias=e.antialias,this._trackResize=e.trackResize,this._bearingSnap=e.bearingSnap,this._refreshExpiredTiles=e.refreshExpiredTiles,this._fadeDuration=e.fadeDuration,this._crossSourceCollisions=e.crossSourceCollisions,this._crossFadingFactor=1,this._collectResourceTiming=e.collectResourceTiming,this._renderTaskQueue=new Ei,this._controls=[],this._mapId=t.uniqueId(),this._locale=t.extend({},Li,e.locale),this._requestManager=new t.RequestManager(e.transformRequest,e.accessToken),\"string\"==typeof e.container){if(this._container=t.window.document.getElementById(e.container),!this._container)throw new Error(\"Container '\"+e.container+\"' not found.\")}else{if(!(e.container instanceof Pi))throw new Error(\"Invalid type: 'container' must be a String or HTMLElement.\");this._container=e.container}if(e.maxBounds&&this.setMaxBounds(e.maxBounds),t.bindAll([\"_onWindowOnline\",\"_onWindowResize\",\"_contextLost\",\"_contextRestored\"],this),this._setupContainer(),this._setupPainter(),void 0===this.painter)throw new Error(\"Failed to initialize WebGL.\");this.on(\"move\",(function(){return r._update(!1)})),this.on(\"moveend\",(function(){return r._update(!1)})),this.on(\"zoom\",(function(){return r._update(!0)})),void 0!==t.window&&(t.window.addEventListener(\"online\",this._onWindowOnline,!1),t.window.addEventListener(\"resize\",this._onWindowResize,!1)),this.handlers=new ki(this,e);var a=\"string\"==typeof e.hash&&e.hash||void 0;this._hash=e.hash&&new On(a).addTo(this),this._hash&&this._hash._onHashChange()||(this.jumpTo({center:e.center,zoom:e.zoom,bearing:e.bearing,pitch:e.pitch}),e.bounds&&(this.resize(),this.fitBounds(e.bounds,t.extend({},e.fitBoundsOptions,{duration:0})))),this.resize(),this._localIdeographFontFamily=e.localIdeographFontFamily,e.style&&this.setStyle(e.style,{localIdeographFontFamily:e.localIdeographFontFamily}),e.attributionControl&&this.addControl(new Mi({customAttribution:e.customAttribution})),this.addControl(new Si,e.logoPosition),this.on(\"style.load\",(function(){r.transform.unmodified&&r.jumpTo(r.style.stylesheet)})),this.on(\"data\",(function(e){r._update(\"style\"===e.dataType),r.fire(new t.Event(e.dataType+\"data\",e))})),this.on(\"dataloading\",(function(e){r.fire(new t.Event(e.dataType+\"dataloading\",e))}))}n&&(i.__proto__=n),i.prototype=Object.create(n&&n.prototype),i.prototype.constructor=i;var a={showTileBoundaries:{configurable:!0},showPadding:{configurable:!0},showCollisionBoxes:{configurable:!0},showOverdrawInspector:{configurable:!0},repaint:{configurable:!0},vertices:{configurable:!0},version:{configurable:!0}};return i.prototype._getMapId=function(){return this._mapId},i.prototype.addControl=function(e,r){if(void 0===r&&e.getDefaultPosition&&(r=e.getDefaultPosition()),void 0===r&&(r=\"top-right\"),!e||!e.onAdd)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.addControl(). Argument must be a control with onAdd and onRemove methods.\")));var n=e.onAdd(this);this._controls.push(e);var i=this._controlPositions[r];return-1!==r.indexOf(\"bottom\")?i.insertBefore(n,i.firstChild):i.appendChild(n),this},i.prototype.removeControl=function(e){if(!e||!e.onRemove)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.removeControl(). Argument must be a control with onAdd and onRemove methods.\")));var r=this._controls.indexOf(e);return r>-1&&this._controls.splice(r,1),e.onRemove(this),this},i.prototype.resize=function(e){var r=this._containerDimensions(),n=r[0],i=r[1];this._resizeCanvas(n,i),this.transform.resize(n,i),this.painter.resize(n,i);var a=!this._moving;return a&&(this.stop(),this.fire(new t.Event(\"movestart\",e)).fire(new t.Event(\"move\",e))),this.fire(new t.Event(\"resize\",e)),a&&this.fire(new t.Event(\"moveend\",e)),this},i.prototype.getBounds=function(){return this.transform.getBounds()},i.prototype.getMaxBounds=function(){return this.transform.getMaxBounds()},i.prototype.setMaxBounds=function(e){return this.transform.setMaxBounds(t.LngLatBounds.convert(e)),this._update()},i.prototype.setMinZoom=function(t){if((t=null==t?-2:t)>=-2&&t<=this.transform.maxZoom)return this.transform.minZoom=t,this._update(),this.getZoom()<t&&this.setZoom(t),this;throw new Error(\"minZoom must be between -2 and the current maxZoom, inclusive\")},i.prototype.getMinZoom=function(){return this.transform.minZoom},i.prototype.setMaxZoom=function(t){if((t=null==t?22:t)>=this.transform.minZoom)return this.transform.maxZoom=t,this._update(),this.getZoom()>t&&this.setZoom(t),this;throw new Error(\"maxZoom must be greater than the current minZoom\")},i.prototype.getMaxZoom=function(){return this.transform.maxZoom},i.prototype.setMinPitch=function(t){if((t=null==t?0:t)<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(t>=0&&t<=this.transform.maxPitch)return this.transform.minPitch=t,this._update(),this.getPitch()<t&&this.setPitch(t),this;throw new Error(\"minPitch must be between 0 and the current maxPitch, inclusive\")},i.prototype.getMinPitch=function(){return this.transform.minPitch},i.prototype.setMaxPitch=function(t){if((t=null==t?Ii:t)>Ii)throw new Error(\"maxPitch must be less than or equal to 60\");if(t>=this.transform.minPitch)return this.transform.maxPitch=t,this._update(),this.getPitch()>t&&this.setPitch(t),this;throw new Error(\"maxPitch must be greater than the current minPitch\")},i.prototype.getMaxPitch=function(){return this.transform.maxPitch},i.prototype.getRenderWorldCopies=function(){return this.transform.renderWorldCopies},i.prototype.setRenderWorldCopies=function(t){return this.transform.renderWorldCopies=t,this._update()},i.prototype.project=function(e){return this.transform.locationPoint(t.LngLat.convert(e))},i.prototype.unproject=function(e){return this.transform.pointLocation(t.Point.convert(e))},i.prototype.isMoving=function(){return this._moving||this.handlers.isMoving()},i.prototype.isZooming=function(){return this._zooming||this.handlers.isZooming()},i.prototype.isRotating=function(){return this._rotating||this.handlers.isRotating()},i.prototype._createDelegatedListener=function(t,e,r){var n,i=this;if(\"mouseenter\"===t||\"mouseover\"===t){var a=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){var o=i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[];o.length?a||(a=!0,r.call(i,new Un(t,i,n.originalEvent,{features:o}))):a=!1},mouseout:function(){a=!1}}}}if(\"mouseleave\"===t||\"mouseout\"===t){var o=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){(i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[]).length?o=!0:o&&(o=!1,r.call(i,new Un(t,i,n.originalEvent)))},mouseout:function(e){o&&(o=!1,r.call(i,new Un(t,i,e.originalEvent)))}}}}return{layer:e,listener:r,delegates:(n={},n[t]=function(t){var n=i.getLayer(e)?i.queryRenderedFeatures(t.point,{layers:[e]}):[];n.length&&(t.features=n,r.call(i,t),delete t.features)},n)}},i.prototype.on=function(t,e,r){if(void 0===r)return n.prototype.on.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in this._delegatedListeners=this._delegatedListeners||{},this._delegatedListeners[t]=this._delegatedListeners[t]||[],this._delegatedListeners[t].push(i),i.delegates)this.on(a,i.delegates[a]);return this},i.prototype.once=function(t,e,r){if(void 0===r)return n.prototype.once.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in i.delegates)this.once(a,i.delegates[a]);return this},i.prototype.off=function(t,e,r){var i=this;if(void 0===r)return n.prototype.off.call(this,t,e);return this._delegatedListeners&&this._delegatedListeners[t]&&function(n){for(var a=n[t],o=0;o<a.length;o++){var s=a[o];if(s.layer===e&&s.listener===r){for(var l in s.delegates)i.off(l,s.delegates[l]);return a.splice(o,1),i}}}(this._delegatedListeners),this},i.prototype.queryRenderedFeatures=function(e,r){if(!this.style)return[];var n;if(void 0!==r||void 0===e||e instanceof t.Point||Array.isArray(e)||(r=e,e=void 0),r=r||{},(e=e||[[0,0],[this.transform.width,this.transform.height]])instanceof t.Point||\"number\"==typeof e[0])n=[t.Point.convert(e)];else{var i=t.Point.convert(e[0]),a=t.Point.convert(e[1]);n=[i,new t.Point(a.x,i.y),a,new t.Point(i.x,a.y),i]}return this.style.queryRenderedFeatures(n,r,this.transform)},i.prototype.querySourceFeatures=function(t,e){return this.style.querySourceFeatures(t,e)},i.prototype.setStyle=function(e,r){return!1!==(r=t.extend({},{localIdeographFontFamily:this._localIdeographFontFamily},r)).diff&&r.localIdeographFontFamily===this._localIdeographFontFamily&&this.style&&e?(this._diffStyle(e,r),this):(this._localIdeographFontFamily=r.localIdeographFontFamily,this._updateStyle(e,r))},i.prototype._getUIString=function(t){var e=this._locale[t];if(null==e)throw new Error(\"Missing UI string '\"+t+\"'\");return e},i.prototype._updateStyle=function(t,e){return this.style&&(this.style.setEventedParent(null),this.style._remove()),t?(this.style=new Ye(this,e||{}),this.style.setEventedParent(this,{style:this.style}),\"string\"==typeof t?this.style.loadURL(t):this.style.loadJSON(t),this):(delete this.style,this)},i.prototype._lazyInitEmptyStyle=function(){this.style||(this.style=new Ye(this,{}),this.style.setEventedParent(this,{style:this.style}),this.style.loadEmpty())},i.prototype._diffStyle=function(e,r){var n=this;if(\"string\"==typeof e){var i=this._requestManager.normalizeStyleURL(e),a=this._requestManager.transformRequest(i,t.ResourceType.Style);t.getJSON(a,(function(e,i){e?n.fire(new t.ErrorEvent(e)):i&&n._updateDiff(i,r)}))}else\"object\"==typeof e&&this._updateDiff(e,r)},i.prototype._updateDiff=function(e,r){try{this.style.setState(e)&&this._update(!0)}catch(n){t.warnOnce(\"Unable to perform style diff: \"+(n.message||n.error||n)+\".  Rebuilding the style from scratch.\"),this._updateStyle(e,r)}},i.prototype.getStyle=function(){if(this.style)return this.style.serialize()},i.prototype.isStyleLoaded=function(){return this.style?this.style.loaded():t.warnOnce(\"There is no style added to the map.\")},i.prototype.addSource=function(t,e){return this._lazyInitEmptyStyle(),this.style.addSource(t,e),this._update(!0)},i.prototype.isSourceLoaded=function(e){var r=this.style&&this.style.sourceCaches[e];if(void 0!==r)return r.loaded();this.fire(new t.ErrorEvent(new Error(\"There is no source with ID '\"+e+\"'\")))},i.prototype.areTilesLoaded=function(){var t=this.style&&this.style.sourceCaches;for(var e in t){var r=t[e]._tiles;for(var n in r){var i=r[n];if(\"loaded\"!==i.state&&\"errored\"!==i.state)return!1}}return!0},i.prototype.addSourceType=function(t,e,r){return this._lazyInitEmptyStyle(),this.style.addSourceType(t,e,r)},i.prototype.removeSource=function(t){return this.style.removeSource(t),this._update(!0)},i.prototype.getSource=function(t){return this.style.getSource(t)},i.prototype.addImage=function(e,r,n){void 0===n&&(n={});var i=n.pixelRatio;void 0===i&&(i=1);var a=n.sdf;void 0===a&&(a=!1);var o=n.stretchX,s=n.stretchY,l=n.content;this._lazyInitEmptyStyle();if(r instanceof Ci||Oi&&r instanceof Oi){var u=t.browser.getImageData(r),c=u.width,f=u.height,h=u.data;this.style.addImage(e,{data:new t.RGBAImage({width:c,height:f},h),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0})}else{if(void 0===r.width||void 0===r.height)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.addImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));var p=r.width,d=r.height,v=r.data,g=r;this.style.addImage(e,{data:new t.RGBAImage({width:p,height:d},new Uint8Array(v)),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0,userImage:g}),g.onAdd&&g.onAdd(this,e)}},i.prototype.updateImage=function(e,r){var n=this.style.getImage(e);if(!n)return this.fire(new t.ErrorEvent(new Error(\"The map has no image with that id. If you are adding a new image use `map.addImage(...)` instead.\")));var i=r instanceof Ci||Oi&&r instanceof Oi?t.browser.getImageData(r):r,a=i.width,o=i.height,s=i.data;if(void 0===a||void 0===o)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.updateImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));if(a!==n.data.width||o!==n.data.height)return this.fire(new t.ErrorEvent(new Error(\"The width and height of the updated image must be that same as the previous version of the image\")));var l=!(r instanceof Ci||Oi&&r instanceof Oi);n.data.replace(s,l),this.style.updateImage(e,n)},i.prototype.hasImage=function(e){return e?!!this.style.getImage(e):(this.fire(new t.ErrorEvent(new Error(\"Missing required image id\"))),!1)},i.prototype.removeImage=function(t){this.style.removeImage(t)},i.prototype.loadImage=function(e,r){t.getImage(this._requestManager.transformRequest(e,t.ResourceType.Image),r)},i.prototype.listImages=function(){return this.style.listImages()},i.prototype.addLayer=function(t,e){return this._lazyInitEmptyStyle(),this.style.addLayer(t,e),this._update(!0)},i.prototype.moveLayer=function(t,e){return this.style.moveLayer(t,e),this._update(!0)},i.prototype.removeLayer=function(t){return this.style.removeLayer(t),this._update(!0)},i.prototype.getLayer=function(t){return this.style.getLayer(t)},i.prototype.setLayerZoomRange=function(t,e,r){return this.style.setLayerZoomRange(t,e,r),this._update(!0)},i.prototype.setFilter=function(t,e,r){return void 0===r&&(r={}),this.style.setFilter(t,e,r),this._update(!0)},i.prototype.getFilter=function(t){return this.style.getFilter(t)},i.prototype.setPaintProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setPaintProperty(t,e,r,n),this._update(!0)},i.prototype.getPaintProperty=function(t,e){return this.style.getPaintProperty(t,e)},i.prototype.setLayoutProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setLayoutProperty(t,e,r,n),this._update(!0)},i.prototype.getLayoutProperty=function(t,e){return this.style.getLayoutProperty(t,e)},i.prototype.setLight=function(t,e){return void 0===e&&(e={}),this._lazyInitEmptyStyle(),this.style.setLight(t,e),this._update(!0)},i.prototype.getLight=function(){return this.style.getLight()},i.prototype.setFeatureState=function(t,e){return this.style.setFeatureState(t,e),this._update()},i.prototype.removeFeatureState=function(t,e){return this.style.removeFeatureState(t,e),this._update()},i.prototype.getFeatureState=function(t){return this.style.getFeatureState(t)},i.prototype.getContainer=function(){return this._container},i.prototype.getCanvasContainer=function(){return this._canvasContainer},i.prototype.getCanvas=function(){return this._canvas},i.prototype._containerDimensions=function(){var t=0,e=0;return this._container&&(t=this._container.clientWidth||400,e=this._container.clientHeight||300),[t,e]},i.prototype._detectMissingCSS=function(){\"rgb(250, 128, 114)\"!==t.window.getComputedStyle(this._missingCSSCanary).getPropertyValue(\"background-color\")&&t.warnOnce(\"This page appears to be missing CSS declarations for Mapbox GL JS, which may cause the map to display incorrectly. Please ensure your page includes mapbox-gl.css, as described in https://www.mapbox.com/mapbox-gl-js/api/.\")},i.prototype._setupContainer=function(){var t=this._container;t.classList.add(\"mapboxgl-map\"),(this._missingCSSCanary=r.create(\"div\",\"mapboxgl-canary\",t)).style.visibility=\"hidden\",this._detectMissingCSS();var e=this._canvasContainer=r.create(\"div\",\"mapboxgl-canvas-container\",t);this._interactive&&e.classList.add(\"mapboxgl-interactive\"),this._canvas=r.create(\"canvas\",\"mapboxgl-canvas\",e),this._canvas.addEventListener(\"webglcontextlost\",this._contextLost,!1),this._canvas.addEventListener(\"webglcontextrestored\",this._contextRestored,!1),this._canvas.setAttribute(\"tabindex\",\"0\"),this._canvas.setAttribute(\"aria-label\",\"Map\");var n=this._containerDimensions();this._resizeCanvas(n[0],n[1]);var i=this._controlContainer=r.create(\"div\",\"mapboxgl-control-container\",t),a=this._controlPositions={};[\"top-left\",\"top-right\",\"bottom-left\",\"bottom-right\"].forEach((function(t){a[t]=r.create(\"div\",\"mapboxgl-ctrl-\"+t,i)}))},i.prototype._resizeCanvas=function(e,r){var n=t.browser.devicePixelRatio||1;this._canvas.width=n*e,this._canvas.height=n*r,this._canvas.style.width=e+\"px\",this._canvas.style.height=r+\"px\"},i.prototype._setupPainter=function(){var r=t.extend({},e.webGLContextAttributes,{failIfMajorPerformanceCaveat:this._failIfMajorPerformanceCaveat,preserveDrawingBuffer:this._preserveDrawingBuffer,antialias:this._antialias||!1}),n=this._canvas.getContext(\"webgl\",r)||this._canvas.getContext(\"experimental-webgl\",r);n?(this.painter=new Mn(n,this.transform),t.webpSupported.testSupport(n)):this.fire(new t.ErrorEvent(new Error(\"Failed to initialize WebGL\")))},i.prototype._contextLost=function(e){e.preventDefault(),this._frame&&(this._frame.cancel(),this._frame=null),this.fire(new t.Event(\"webglcontextlost\",{originalEvent:e}))},i.prototype._contextRestored=function(e){this._setupPainter(),this.resize(),this._update(),this.fire(new t.Event(\"webglcontextrestored\",{originalEvent:e}))},i.prototype.loaded=function(){return!this._styleDirty&&!this._sourcesDirty&&!!this.style&&this.style.loaded()},i.prototype._update=function(t){return this.style?(this._styleDirty=this._styleDirty||t,this._sourcesDirty=!0,this.triggerRepaint(),this):this},i.prototype._requestRenderFrame=function(t){return this._update(),this._renderTaskQueue.add(t)},i.prototype._cancelRenderFrame=function(t){this._renderTaskQueue.remove(t)},i.prototype._render=function(e){var r,n=this,i=0,a=this.painter.context.extTimerQuery;if(this.listens(\"gpu-timing-frame\")&&(r=a.createQueryEXT(),a.beginQueryEXT(a.TIME_ELAPSED_EXT,r),i=t.browser.now()),this.painter.context.setDirty(),this.painter.setBaseState(),this._renderTaskQueue.run(e),!this._removed){var o=!1;if(this.style&&this._styleDirty){this._styleDirty=!1;var s=this.transform.zoom,l=t.browser.now();this.style.zoomHistory.update(s,l);var u=new t.EvaluationParameters(s,{now:l,fadeDuration:this._fadeDuration,zoomHistory:this.style.zoomHistory,transition:this.style.getTransition()}),c=u.crossFadingFactor();1===c&&c===this._crossFadingFactor||(o=!0,this._crossFadingFactor=c),this.style.update(u)}if(this.style&&this._sourcesDirty&&(this._sourcesDirty=!1,this.style._updateSources(this.transform)),this._placementDirty=this.style&&this.style._updatePlacement(this.painter.transform,this.showCollisionBoxes,this._fadeDuration,this._crossSourceCollisions),this.painter.render(this.style,{showTileBoundaries:this.showTileBoundaries,showOverdrawInspector:this._showOverdrawInspector,rotating:this.isRotating(),zooming:this.isZooming(),moving:this.isMoving(),fadeDuration:this._fadeDuration,showPadding:this.showPadding,gpuTiming:!!this.listens(\"gpu-timing-layer\")}),this.fire(new t.Event(\"render\")),this.loaded()&&!this._loaded&&(this._loaded=!0,this.fire(new t.Event(\"load\"))),this.style&&(this.style.hasTransitions()||o)&&(this._styleDirty=!0),this.style&&!this._placementDirty&&this.style._releaseSymbolFadeTiles(),this.listens(\"gpu-timing-frame\")){var f=t.browser.now()-i;a.endQueryEXT(a.TIME_ELAPSED_EXT,r),setTimeout((function(){var e=a.getQueryObjectEXT(r,a.QUERY_RESULT_EXT)/1e6;a.deleteQueryEXT(r),n.fire(new t.Event(\"gpu-timing-frame\",{cpuTime:f,gpuTime:e}))}),50)}if(this.listens(\"gpu-timing-layer\")){var h=this.painter.collectGpuTimers();setTimeout((function(){var e=n.painter.queryGpuTimers(h);n.fire(new t.Event(\"gpu-timing-layer\",{layerTimes:e}))}),50)}return this._sourcesDirty||this._styleDirty||this._placementDirty||this._repaint?this.triggerRepaint():!this.isMoving()&&this.loaded()&&(this._fullyLoaded||(this._fullyLoaded=!0),this.fire(new t.Event(\"idle\"))),this}},i.prototype.remove=function(){this._hash&&this._hash.remove();for(var e=0,r=this._controls;e<r.length;e+=1)r[e].onRemove(this);this._controls=[],this._frame&&(this._frame.cancel(),this._frame=null),this._renderTaskQueue.clear(),this.painter.destroy(),this.handlers.destroy(),delete this.handlers,this.setStyle(null),void 0!==t.window&&(t.window.removeEventListener(\"resize\",this._onWindowResize,!1),t.window.removeEventListener(\"online\",this._onWindowOnline,!1));var n=this.painter.context.gl.getExtension(\"WEBGL_lose_context\");n&&n.loseContext(),Ri(this._canvasContainer),Ri(this._controlContainer),Ri(this._missingCSSCanary),this._container.classList.remove(\"mapboxgl-map\"),this._removed=!0,this.fire(new t.Event(\"remove\"))},i.prototype.triggerRepaint=function(){var e=this;this.style&&!this._frame&&(this._frame=t.browser.frame((function(t){e._frame=null,e._render(t)})))},i.prototype._onWindowOnline=function(){this._update()},i.prototype._onWindowResize=function(t){this._trackResize&&this.resize({originalEvent:t})._update()},a.showTileBoundaries.get=function(){return!!this._showTileBoundaries},a.showTileBoundaries.set=function(t){this._showTileBoundaries!==t&&(this._showTileBoundaries=t,this._update())},a.showPadding.get=function(){return!!this._showPadding},a.showPadding.set=function(t){this._showPadding!==t&&(this._showPadding=t,this._update())},a.showCollisionBoxes.get=function(){return!!this._showCollisionBoxes},a.showCollisionBoxes.set=function(t){this._showCollisionBoxes!==t&&(this._showCollisionBoxes=t,t?this.style._generateCollisionBoxes():this._update())},a.showOverdrawInspector.get=function(){return!!this._showOverdrawInspector},a.showOverdrawInspector.set=function(t){this._showOverdrawInspector!==t&&(this._showOverdrawInspector=t,this._update())},a.repaint.get=function(){return!!this._repaint},a.repaint.set=function(t){this._repaint!==t&&(this._repaint=t,this.triggerRepaint())},a.vertices.get=function(){return!!this._vertices},a.vertices.set=function(t){this._vertices=t,this._update()},i.prototype._setCacheLimits=function(e,r){t.setCacheLimits(e,r)},a.version.get=function(){return t.version},Object.defineProperties(i.prototype,a),i}(Ai);function Ri(t){t.parentNode&&t.parentNode.removeChild(t)}var Fi={showCompass:!0,showZoom:!0,visualizePitch:!1},Bi=function(e){var n=this;this.options=t.extend({},Fi,e),this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this.options.showZoom&&(t.bindAll([\"_setButtonTitle\",\"_updateZoomButtons\"],this),this._zoomInButton=this._createButton(\"mapboxgl-ctrl-zoom-in\",(function(t){return n._map.zoomIn({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomInButton).setAttribute(\"aria-hidden\",!0),this._zoomOutButton=this._createButton(\"mapboxgl-ctrl-zoom-out\",(function(t){return n._map.zoomOut({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomOutButton).setAttribute(\"aria-hidden\",!0)),this.options.showCompass&&(t.bindAll([\"_rotateCompassArrow\"],this),this._compass=this._createButton(\"mapboxgl-ctrl-compass\",(function(t){n.options.visualizePitch?n._map.resetNorthPitch({},{originalEvent:t}):n._map.resetNorth({},{originalEvent:t})})),this._compassIcon=r.create(\"span\",\"mapboxgl-ctrl-icon\",this._compass),this._compassIcon.setAttribute(\"aria-hidden\",!0))};Bi.prototype._updateZoomButtons=function(){var t=this._map.getZoom();this._zoomInButton.disabled=t===this._map.getMaxZoom(),this._zoomOutButton.disabled=t===this._map.getMinZoom()},Bi.prototype._rotateCompassArrow=function(){var t=this.options.visualizePitch?\"scale(\"+1/Math.pow(Math.cos(this._map.transform.pitch*(Math.PI/180)),.5)+\") rotateX(\"+this._map.transform.pitch+\"deg) rotateZ(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\":\"rotate(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\";this._compassIcon.style.transform=t},Bi.prototype.onAdd=function(t){return this._map=t,this.options.showZoom&&(this._setButtonTitle(this._zoomInButton,\"ZoomIn\"),this._setButtonTitle(this._zoomOutButton,\"ZoomOut\"),this._map.on(\"zoom\",this._updateZoomButtons),this._updateZoomButtons()),this.options.showCompass&&(this._setButtonTitle(this._compass,\"ResetBearing\"),this.options.visualizePitch&&this._map.on(\"pitch\",this._rotateCompassArrow),this._map.on(\"rotate\",this._rotateCompassArrow),this._rotateCompassArrow(),this._handler=new Ni(this._map,this._compass,this.options.visualizePitch)),this._container},Bi.prototype.onRemove=function(){r.remove(this._container),this.options.showZoom&&this._map.off(\"zoom\",this._updateZoomButtons),this.options.showCompass&&(this.options.visualizePitch&&this._map.off(\"pitch\",this._rotateCompassArrow),this._map.off(\"rotate\",this._rotateCompassArrow),this._handler.off(),delete this._handler),delete this._map},Bi.prototype._createButton=function(t,e){var n=r.create(\"button\",t,this._container);return n.type=\"button\",n.addEventListener(\"click\",e),n},Bi.prototype._setButtonTitle=function(t,e){var r=this._map._getUIString(\"NavigationControl.\"+e);t.title=r,t.setAttribute(\"aria-label\",r)};var Ni=function(e,n,i){void 0===i&&(i=!1),this._clickTolerance=10,this.element=n,this.mouseRotate=new Qn({clickTolerance:e.dragRotate._mouseRotate._clickTolerance}),this.map=e,i&&(this.mousePitch=new ti({clickTolerance:e.dragRotate._mousePitch._clickTolerance})),t.bindAll([\"mousedown\",\"mousemove\",\"mouseup\",\"touchstart\",\"touchmove\",\"touchend\",\"reset\"],this),r.addEventListener(n,\"mousedown\",this.mousedown),r.addEventListener(n,\"touchstart\",this.touchstart,{passive:!1}),r.addEventListener(n,\"touchmove\",this.touchmove),r.addEventListener(n,\"touchend\",this.touchend),r.addEventListener(n,\"touchcancel\",this.reset)};function ji(e,r,n){if(e=new t.LngLat(e.lng,e.lat),r){var i=new t.LngLat(e.lng-360,e.lat),a=new t.LngLat(e.lng+360,e.lat),o=n.locationPoint(e).distSqr(r);n.locationPoint(i).distSqr(r)<o?e=i:n.locationPoint(a).distSqr(r)<o&&(e=a)}for(;Math.abs(e.lng-n.center.lng)>180;){var s=n.locationPoint(e);if(s.x>=0&&s.y>=0&&s.x<=n.width&&s.y<=n.height)break;e.lng>n.center.lng?e.lng-=360:e.lng+=360}return e}Ni.prototype.down=function(t,e){this.mouseRotate.mousedown(t,e),this.mousePitch&&this.mousePitch.mousedown(t,e),r.disableDrag()},Ni.prototype.move=function(t,e){var r=this.map,n=this.mouseRotate.mousemoveWindow(t,e);if(n&&n.bearingDelta&&r.setBearing(r.getBearing()+n.bearingDelta),this.mousePitch){var i=this.mousePitch.mousemoveWindow(t,e);i&&i.pitchDelta&&r.setPitch(r.getPitch()+i.pitchDelta)}},Ni.prototype.off=function(){var t=this.element;r.removeEventListener(t,\"mousedown\",this.mousedown),r.removeEventListener(t,\"touchstart\",this.touchstart,{passive:!1}),r.removeEventListener(t,\"touchmove\",this.touchmove),r.removeEventListener(t,\"touchend\",this.touchend),r.removeEventListener(t,\"touchcancel\",this.reset),this.offTemp()},Ni.prototype.offTemp=function(){r.enableDrag(),r.removeEventListener(t.window,\"mousemove\",this.mousemove),r.removeEventListener(t.window,\"mouseup\",this.mouseup)},Ni.prototype.mousedown=function(e){this.down(t.extend({},e,{ctrlKey:!0,preventDefault:function(){return e.preventDefault()}}),r.mousePos(this.element,e)),r.addEventListener(t.window,\"mousemove\",this.mousemove),r.addEventListener(t.window,\"mouseup\",this.mouseup)},Ni.prototype.mousemove=function(t){this.move(t,r.mousePos(this.element,t))},Ni.prototype.mouseup=function(t){this.mouseRotate.mouseupWindow(t),this.mousePitch&&this.mousePitch.mouseupWindow(t),this.offTemp()},Ni.prototype.touchstart=function(t){1!==t.targetTouches.length?this.reset():(this._startPos=this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.down({type:\"mousedown\",button:0,ctrlKey:!0,preventDefault:function(){return t.preventDefault()}},this._startPos))},Ni.prototype.touchmove=function(t){1!==t.targetTouches.length?this.reset():(this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.move({preventDefault:function(){return t.preventDefault()}},this._lastPos))},Ni.prototype.touchend=function(t){0===t.targetTouches.length&&this._startPos&&this._lastPos&&this._startPos.dist(this._lastPos)<this._clickTolerance&&this.element.click(),this.reset()},Ni.prototype.reset=function(){this.mouseRotate.reset(),this.mousePitch&&this.mousePitch.reset(),delete this._startPos,delete this._lastPos,this.offTemp()};var Ui={center:\"translate(-50%,-50%)\",top:\"translate(-50%,0)\",\"top-left\":\"translate(0,0)\",\"top-right\":\"translate(-100%,0)\",bottom:\"translate(-50%,-100%)\",\"bottom-left\":\"translate(0,-100%)\",\"bottom-right\":\"translate(-100%,-100%)\",left:\"translate(0,-50%)\",right:\"translate(-100%,-50%)\"};function Vi(t,e,r){var n=t.classList;for(var i in Ui)n.remove(\"mapboxgl-\"+r+\"-anchor-\"+i);n.add(\"mapboxgl-\"+r+\"-anchor-\"+e)}var Hi,qi=function(e){function n(n,i){var a=this;if(e.call(this),(n instanceof t.window.HTMLElement||i)&&(n=t.extend({element:n},i)),t.bindAll([\"_update\",\"_onMove\",\"_onUp\",\"_addDragHandler\",\"_onMapClick\",\"_onKeyPress\"],this),this._anchor=n&&n.anchor||\"center\",this._color=n&&n.color||\"#3FB1CE\",this._draggable=n&&n.draggable||!1,this._state=\"inactive\",this._rotation=n&&n.rotation||0,this._rotationAlignment=n&&n.rotationAlignment||\"auto\",this._pitchAlignment=n&&n.pitchAlignment&&\"auto\"!==n.pitchAlignment?n.pitchAlignment:this._rotationAlignment,n&&n.element)this._element=n.element,this._offset=t.Point.convert(n&&n.offset||[0,0]);else{this._defaultMarker=!0,this._element=r.create(\"div\"),this._element.setAttribute(\"aria-label\",\"Map marker\");var o=r.createNS(\"http://www.w3.org/2000/svg\",\"svg\");o.setAttributeNS(null,\"display\",\"block\"),o.setAttributeNS(null,\"height\",\"41px\"),o.setAttributeNS(null,\"width\",\"27px\"),o.setAttributeNS(null,\"viewBox\",\"0 0 27 41\");var s=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");s.setAttributeNS(null,\"stroke\",\"none\"),s.setAttributeNS(null,\"stroke-width\",\"1\"),s.setAttributeNS(null,\"fill\",\"none\"),s.setAttributeNS(null,\"fill-rule\",\"evenodd\");var l=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");l.setAttributeNS(null,\"fill-rule\",\"nonzero\");var u=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");u.setAttributeNS(null,\"transform\",\"translate(3.0, 29.0)\"),u.setAttributeNS(null,\"fill\",\"#000000\");for(var c=0,f=[{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"9.5\",ry:\"4.77275007\"},{rx:\"8.5\",ry:\"4.29549936\"},{rx:\"7.5\",ry:\"3.81822308\"},{rx:\"6.5\",ry:\"3.34094679\"},{rx:\"5.5\",ry:\"2.86367051\"},{rx:\"4.5\",ry:\"2.38636864\"}];c<f.length;c+=1){var h=f[c],p=r.createNS(\"http://www.w3.org/2000/svg\",\"ellipse\");p.setAttributeNS(null,\"opacity\",\"0.04\"),p.setAttributeNS(null,\"cx\",\"10.5\"),p.setAttributeNS(null,\"cy\",\"5.80029008\"),p.setAttributeNS(null,\"rx\",h.rx),p.setAttributeNS(null,\"ry\",h.ry),u.appendChild(p)}var d=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");d.setAttributeNS(null,\"fill\",this._color);var v=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");v.setAttributeNS(null,\"d\",\"M27,13.5 C27,19.074644 20.250001,27.000002 14.75,34.500002 C14.016665,35.500004 12.983335,35.500004 12.25,34.500002 C6.7499993,27.000002 0,19.222562 0,13.5 C0,6.0441559 6.0441559,0 13.5,0 C20.955844,0 27,6.0441559 27,13.5 Z\"),d.appendChild(v);var g=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");g.setAttributeNS(null,\"opacity\",\"0.25\"),g.setAttributeNS(null,\"fill\",\"#000000\");var y=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");y.setAttributeNS(null,\"d\",\"M13.5,0 C6.0441559,0 0,6.0441559 0,13.5 C0,19.222562 6.7499993,27 12.25,34.5 C13,35.522727 14.016664,35.500004 14.75,34.5 C20.250001,27 27,19.074644 27,13.5 C27,6.0441559 20.955844,0 13.5,0 Z M13.5,1 C20.415404,1 26,6.584596 26,13.5 C26,15.898657 24.495584,19.181431 22.220703,22.738281 C19.945823,26.295132 16.705119,30.142167 13.943359,33.908203 C13.743445,34.180814 13.612715,34.322738 13.5,34.441406 C13.387285,34.322738 13.256555,34.180814 13.056641,33.908203 C10.284481,30.127985 7.4148684,26.314159 5.015625,22.773438 C2.6163816,19.232715 1,15.953538 1,13.5 C1,6.584596 6.584596,1 13.5,1 Z\"),g.appendChild(y);var m=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");m.setAttributeNS(null,\"transform\",\"translate(6.0, 7.0)\"),m.setAttributeNS(null,\"fill\",\"#FFFFFF\");var x=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");x.setAttributeNS(null,\"transform\",\"translate(8.0, 8.0)\");var b=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");b.setAttributeNS(null,\"fill\",\"#000000\"),b.setAttributeNS(null,\"opacity\",\"0.25\"),b.setAttributeNS(null,\"cx\",\"5.5\"),b.setAttributeNS(null,\"cy\",\"5.5\"),b.setAttributeNS(null,\"r\",\"5.4999962\");var _=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");_.setAttributeNS(null,\"fill\",\"#FFFFFF\"),_.setAttributeNS(null,\"cx\",\"5.5\"),_.setAttributeNS(null,\"cy\",\"5.5\"),_.setAttributeNS(null,\"r\",\"5.4999962\"),x.appendChild(b),x.appendChild(_),l.appendChild(u),l.appendChild(d),l.appendChild(g),l.appendChild(m),l.appendChild(x),o.appendChild(l),this._element.appendChild(o),this._offset=t.Point.convert(n&&n.offset||[0,-14])}this._element.classList.add(\"mapboxgl-marker\"),this._element.addEventListener(\"dragstart\",(function(t){t.preventDefault()})),this._element.addEventListener(\"mousedown\",(function(t){t.preventDefault()})),this._element.addEventListener(\"focus\",(function(){var t=a._map.getContainer();t.scrollTop=0,t.scrollLeft=0})),Vi(this._element,this._anchor,\"marker\"),this._popup=null}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(t){return this.remove(),this._map=t,t.getCanvasContainer().appendChild(this._element),t.on(\"move\",this._update),t.on(\"moveend\",this._update),this.setDraggable(this._draggable),this._update(),this._map.on(\"click\",this._onMapClick),this},n.prototype.remove=function(){return this._map&&(this._map.off(\"click\",this._onMapClick),this._map.off(\"move\",this._update),this._map.off(\"moveend\",this._update),this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler),this._map.off(\"mouseup\",this._onUp),this._map.off(\"touchend\",this._onUp),this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),delete this._map),r.remove(this._element),this._popup&&this._popup.remove(),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._popup&&this._popup.setLngLat(this._lngLat),this._update(),this},n.prototype.getElement=function(){return this._element},n.prototype.setPopup=function(t){if(this._popup&&(this._popup.remove(),this._popup=null,this._element.removeEventListener(\"keypress\",this._onKeyPress),this._originalTabIndex||this._element.removeAttribute(\"tabindex\")),t){if(!(\"offset\"in t.options)){var e=13.5,r=Math.sqrt(Math.pow(e,2)/2);t.options.offset=this._defaultMarker?{top:[0,0],\"top-left\":[0,0],\"top-right\":[0,0],bottom:[0,-38.1],\"bottom-left\":[r,-1*(24.6+r)],\"bottom-right\":[-r,-1*(24.6+r)],left:[e,-24.6],right:[-13.5,-24.6]}:this._offset}this._popup=t,this._lngLat&&this._popup.setLngLat(this._lngLat),this._originalTabIndex=this._element.getAttribute(\"tabindex\"),this._originalTabIndex||this._element.setAttribute(\"tabindex\",\"0\"),this._element.addEventListener(\"keypress\",this._onKeyPress)}return this},n.prototype._onKeyPress=function(t){var e=t.code,r=t.charCode||t.keyCode;\"Space\"!==e&&\"Enter\"!==e&&32!==r&&13!==r||this.togglePopup()},n.prototype._onMapClick=function(t){var e=t.originalEvent.target,r=this._element;this._popup&&(e===r||r.contains(e))&&this.togglePopup()},n.prototype.getPopup=function(){return this._popup},n.prototype.togglePopup=function(){var t=this._popup;return t?(t.isOpen()?t.remove():t.addTo(this._map),this):this},n.prototype._update=function(t){if(this._map){this._map.transform.renderWorldCopies&&(this._lngLat=ji(this._lngLat,this._pos,this._map.transform)),this._pos=this._map.project(this._lngLat)._add(this._offset);var e=\"\";\"viewport\"===this._rotationAlignment||\"auto\"===this._rotationAlignment?e=\"rotateZ(\"+this._rotation+\"deg)\":\"map\"===this._rotationAlignment&&(e=\"rotateZ(\"+(this._rotation-this._map.getBearing())+\"deg)\");var n=\"\";\"viewport\"===this._pitchAlignment||\"auto\"===this._pitchAlignment?n=\"rotateX(0deg)\":\"map\"===this._pitchAlignment&&(n=\"rotateX(\"+this._map.getPitch()+\"deg)\"),t&&\"moveend\"!==t.type||(this._pos=this._pos.round()),r.setTransform(this._element,Ui[this._anchor]+\" translate(\"+this._pos.x+\"px, \"+this._pos.y+\"px) \"+n+\" \"+e)}},n.prototype.getOffset=function(){return this._offset},n.prototype.setOffset=function(e){return this._offset=t.Point.convert(e),this._update(),this},n.prototype._onMove=function(e){this._pos=e.point.sub(this._positionDelta),this._lngLat=this._map.unproject(this._pos),this.setLngLat(this._lngLat),this._element.style.pointerEvents=\"none\",\"pending\"===this._state&&(this._state=\"active\",this.fire(new t.Event(\"dragstart\"))),this.fire(new t.Event(\"drag\"))},n.prototype._onUp=function(){this._element.style.pointerEvents=\"auto\",this._positionDelta=null,this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),\"active\"===this._state&&this.fire(new t.Event(\"dragend\")),this._state=\"inactive\"},n.prototype._addDragHandler=function(t){this._element.contains(t.originalEvent.target)&&(t.preventDefault(),this._positionDelta=t.point.sub(this._pos).add(this._offset),this._state=\"pending\",this._map.on(\"mousemove\",this._onMove),this._map.on(\"touchmove\",this._onMove),this._map.once(\"mouseup\",this._onUp),this._map.once(\"touchend\",this._onUp))},n.prototype.setDraggable=function(t){return this._draggable=!!t,this._map&&(t?(this._map.on(\"mousedown\",this._addDragHandler),this._map.on(\"touchstart\",this._addDragHandler)):(this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler))),this},n.prototype.isDraggable=function(){return this._draggable},n.prototype.setRotation=function(t){return this._rotation=t||0,this._update(),this},n.prototype.getRotation=function(){return this._rotation},n.prototype.setRotationAlignment=function(t){return this._rotationAlignment=t||\"auto\",this._update(),this},n.prototype.getRotationAlignment=function(){return this._rotationAlignment},n.prototype.setPitchAlignment=function(t){return this._pitchAlignment=t&&\"auto\"!==t?t:this._rotationAlignment,this._update(),this},n.prototype.getPitchAlignment=function(){return this._pitchAlignment},n}(t.Evented),Gi={positionOptions:{enableHighAccuracy:!1,maximumAge:0,timeout:6e3},fitBoundsOptions:{maxZoom:15},trackUserLocation:!1,showAccuracyCircle:!0,showUserLocation:!0};var Zi=0,Yi=!1,Wi=function(e){function n(r){e.call(this),this.options=t.extend({},Gi,r),t.bindAll([\"_onSuccess\",\"_onError\",\"_onZoom\",\"_finish\",\"_setupUI\",\"_updateCamera\",\"_updateMarker\"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.onAdd=function(e){return this._map=e,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),n=this._setupUI,void 0!==Hi?n(Hi):void 0!==t.window.navigator.permissions?t.window.navigator.permissions.query({name:\"geolocation\"}).then((function(t){Hi=\"denied\"!==t.state,n(Hi)})):(Hi=!!t.window.navigator.geolocation,n(Hi)),this._container;var n},n.prototype.onRemove=function(){void 0!==this._geolocationWatchID&&(t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0),this.options.showUserLocation&&this._userLocationDotMarker&&this._userLocationDotMarker.remove(),this.options.showAccuracyCircle&&this._accuracyCircleMarker&&this._accuracyCircleMarker.remove(),r.remove(this._container),this._map.off(\"zoom\",this._onZoom),this._map=void 0,Zi=0,Yi=!1},n.prototype._isOutOfMapMaxBounds=function(t){var e=this._map.getMaxBounds(),r=t.coords;return e&&(r.longitude<e.getWest()||r.longitude>e.getEast()||r.latitude<e.getSouth()||r.latitude>e.getNorth())},n.prototype._setErrorState=function(){switch(this._watchState){case\"WAITING_ACTIVE\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"ACTIVE_LOCK\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\");break;case\"BACKGROUND\":this._watchState=\"BACKGROUND_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\")}},n.prototype._onSuccess=function(e){if(this._map){if(this._isOutOfMapMaxBounds(e))return this._setErrorState(),this.fire(new t.Event(\"outofmaxbounds\",e)),this._updateMarker(),void this._finish();if(this.options.trackUserLocation)switch(this._lastKnownPosition=e,this._watchState){case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"BACKGROUND\":case\"BACKGROUND_ERROR\":this._watchState=\"BACKGROUND\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\")}this.options.showUserLocation&&\"OFF\"!==this._watchState&&this._updateMarker(e),this.options.trackUserLocation&&\"ACTIVE_LOCK\"!==this._watchState||this._updateCamera(e),this.options.showUserLocation&&this._dotElement.classList.remove(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"geolocate\",e)),this._finish()}},n.prototype._updateCamera=function(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude),n=e.coords.accuracy,i=this._map.getBearing(),a=t.extend({bearing:i},this.options.fitBoundsOptions);this._map.fitBounds(r.toBounds(n),a,{geolocateSource:!0})},n.prototype._updateMarker=function(e){if(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude);this._accuracyCircleMarker.setLngLat(r).addTo(this._map),this._userLocationDotMarker.setLngLat(r).addTo(this._map),this._accuracy=e.coords.accuracy,this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()}else this._userLocationDotMarker.remove(),this._accuracyCircleMarker.remove()},n.prototype._updateCircleRadius=function(){var t=this._map._container.clientHeight/2,e=this._map.unproject([0,t]),r=this._map.unproject([1,t]),n=e.distanceTo(r),i=Math.ceil(2*this._accuracy/n);this._circleElement.style.width=i+\"px\",this._circleElement.style.height=i+\"px\"},n.prototype._onZoom=function(){this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()},n.prototype._onError=function(e){if(this._map){if(this.options.trackUserLocation)if(1===e.code){this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.disabled=!0;var r=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.title=r,this._geolocateButton.setAttribute(\"aria-label\",r),void 0!==this._geolocationWatchID&&this._clearWatch()}else{if(3===e.code&&Yi)return;this._setErrorState()}\"OFF\"!==this._watchState&&this.options.showUserLocation&&this._dotElement.classList.add(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"error\",e)),this._finish()}},n.prototype._finish=function(){this._timeoutId&&clearTimeout(this._timeoutId),this._timeoutId=void 0},n.prototype._setupUI=function(e){var n=this;if(this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this._geolocateButton=r.create(\"button\",\"mapboxgl-ctrl-geolocate\",this._container),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._geolocateButton).setAttribute(\"aria-hidden\",!0),this._geolocateButton.type=\"button\",!1===e){t.warnOnce(\"Geolocation support is not available so the GeolocateControl will be disabled.\");var i=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.disabled=!0,this._geolocateButton.title=i,this._geolocateButton.setAttribute(\"aria-label\",i)}else{var a=this._map._getUIString(\"GeolocateControl.FindMyLocation\");this._geolocateButton.title=a,this._geolocateButton.setAttribute(\"aria-label\",a)}this.options.trackUserLocation&&(this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this._watchState=\"OFF\"),this.options.showUserLocation&&(this._dotElement=r.create(\"div\",\"mapboxgl-user-location-dot\"),this._userLocationDotMarker=new qi(this._dotElement),this._circleElement=r.create(\"div\",\"mapboxgl-user-location-accuracy-circle\"),this._accuracyCircleMarker=new qi({element:this._circleElement,pitchAlignment:\"map\"}),this.options.trackUserLocation&&(this._watchState=\"OFF\"),this._map.on(\"zoom\",this._onZoom)),this._geolocateButton.addEventListener(\"click\",this.trigger.bind(this)),this._setup=!0,this.options.trackUserLocation&&this._map.on(\"movestart\",(function(e){var r=e.originalEvent&&\"resize\"===e.originalEvent.type;e.geolocateSource||\"ACTIVE_LOCK\"!==n._watchState||r||(n._watchState=\"BACKGROUND\",n._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\"),n._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),n.fire(new t.Event(\"trackuserlocationend\")))}))},n.prototype.trigger=function(){if(!this._setup)return t.warnOnce(\"Geolocate control triggered before added to a map\"),!1;if(this.options.trackUserLocation){switch(this._watchState){case\"OFF\":this._watchState=\"WAITING_ACTIVE\",this.fire(new t.Event(\"trackuserlocationstart\"));break;case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":case\"BACKGROUND_ERROR\":Zi--,Yi=!1,this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this.fire(new t.Event(\"trackuserlocationend\"));break;case\"BACKGROUND\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._lastKnownPosition&&this._updateCamera(this._lastKnownPosition),this.fire(new t.Event(\"trackuserlocationstart\"))}switch(this._watchState){case\"WAITING_ACTIVE\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_LOCK\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"BACKGROUND\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\");break;case\"BACKGROUND_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\")}if(\"OFF\"===this._watchState&&void 0!==this._geolocationWatchID)this._clearWatch();else if(void 0===this._geolocationWatchID){var e;this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"true\"),++Zi>1?(e={maximumAge:6e5,timeout:0},Yi=!0):(e=this.options.positionOptions,Yi=!1),this._geolocationWatchID=t.window.navigator.geolocation.watchPosition(this._onSuccess,this._onError,e)}}else t.window.navigator.geolocation.getCurrentPosition(this._onSuccess,this._onError,this.options.positionOptions),this._timeoutId=setTimeout(this._finish,1e4);return!0},n.prototype._clearWatch=function(){t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0,this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this.options.showUserLocation&&this._updateMarker(null)},n}(t.Evented),Xi={maxWidth:100,unit:\"metric\"},Ji=function(e){this.options=t.extend({},Xi,e),t.bindAll([\"_onMove\",\"setUnit\"],this)};function Ki(t,e,r){var n=r&&r.maxWidth||100,i=t._container.clientHeight/2,a=t.unproject([0,i]),o=t.unproject([n,i]),s=a.distanceTo(o);if(r&&\"imperial\"===r.unit){var l=3.2808*s;l>5280?$i(e,n,l/5280,t._getUIString(\"ScaleControl.Miles\")):$i(e,n,l,t._getUIString(\"ScaleControl.Feet\"))}else r&&\"nautical\"===r.unit?$i(e,n,s/1852,t._getUIString(\"ScaleControl.NauticalMiles\")):s>=1e3?$i(e,n,s/1e3,t._getUIString(\"ScaleControl.Kilometers\")):$i(e,n,s,t._getUIString(\"ScaleControl.Meters\"))}function $i(t,e,r,n){var i,a,o,s=(i=r,(a=Math.pow(10,(\"\"+Math.floor(i)).length-1))*((o=i/a)>=10?10:o>=5?5:o>=3?3:o>=2?2:o>=1?1:function(t){var e=Math.pow(10,Math.ceil(-Math.log(t)/Math.LN10));return Math.round(t*e)/e}(o))),l=s/r;t.style.width=e*l+\"px\",t.innerHTML=s+\"&nbsp;\"+n}Ji.prototype.getDefaultPosition=function(){return\"bottom-left\"},Ji.prototype._onMove=function(){Ki(this._map,this._container,this.options)},Ji.prototype.onAdd=function(t){return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-scale\",t.getContainer()),this._map.on(\"move\",this._onMove),this._onMove(),this._container},Ji.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"move\",this._onMove),this._map=void 0},Ji.prototype.setUnit=function(t){this.options.unit=t,Ki(this._map,this._container,this.options)};var Qi=function(e){this._fullscreen=!1,e&&e.container&&(e.container instanceof t.window.HTMLElement?this._container=e.container:t.warnOnce(\"Full screen control 'container' must be a DOM element.\")),t.bindAll([\"_onClickFullscreen\",\"_changeIcon\"],this),\"onfullscreenchange\"in t.window.document?this._fullscreenchange=\"fullscreenchange\":\"onmozfullscreenchange\"in t.window.document?this._fullscreenchange=\"mozfullscreenchange\":\"onwebkitfullscreenchange\"in t.window.document?this._fullscreenchange=\"webkitfullscreenchange\":\"onmsfullscreenchange\"in t.window.document&&(this._fullscreenchange=\"MSFullscreenChange\")};Qi.prototype.onAdd=function(e){return this._map=e,this._container||(this._container=this._map.getContainer()),this._controlContainer=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._checkFullscreenSupport()?this._setupUI():(this._controlContainer.style.display=\"none\",t.warnOnce(\"This device does not support fullscreen mode.\")),this._controlContainer},Qi.prototype.onRemove=function(){r.remove(this._controlContainer),this._map=null,t.window.document.removeEventListener(this._fullscreenchange,this._changeIcon)},Qi.prototype._checkFullscreenSupport=function(){return!!(t.window.document.fullscreenEnabled||t.window.document.mozFullScreenEnabled||t.window.document.msFullscreenEnabled||t.window.document.webkitFullscreenEnabled)},Qi.prototype._setupUI=function(){var e=this._fullscreenButton=r.create(\"button\",\"mapboxgl-ctrl-fullscreen\",this._controlContainer);r.create(\"span\",\"mapboxgl-ctrl-icon\",e).setAttribute(\"aria-hidden\",!0),e.type=\"button\",this._updateTitle(),this._fullscreenButton.addEventListener(\"click\",this._onClickFullscreen),t.window.document.addEventListener(this._fullscreenchange,this._changeIcon)},Qi.prototype._updateTitle=function(){var t=this._getTitle();this._fullscreenButton.setAttribute(\"aria-label\",t),this._fullscreenButton.title=t},Qi.prototype._getTitle=function(){return this._map._getUIString(this._isFullscreen()?\"FullscreenControl.Exit\":\"FullscreenControl.Enter\")},Qi.prototype._isFullscreen=function(){return this._fullscreen},Qi.prototype._changeIcon=function(){(t.window.document.fullscreenElement||t.window.document.mozFullScreenElement||t.window.document.webkitFullscreenElement||t.window.document.msFullscreenElement)===this._container!==this._fullscreen&&(this._fullscreen=!this._fullscreen,this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-shrink\"),this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-fullscreen\"),this._updateTitle())},Qi.prototype._onClickFullscreen=function(){this._isFullscreen()?t.window.document.exitFullscreen?t.window.document.exitFullscreen():t.window.document.mozCancelFullScreen?t.window.document.mozCancelFullScreen():t.window.document.msExitFullscreen?t.window.document.msExitFullscreen():t.window.document.webkitCancelFullScreen&&t.window.document.webkitCancelFullScreen():this._container.requestFullscreen?this._container.requestFullscreen():this._container.mozRequestFullScreen?this._container.mozRequestFullScreen():this._container.msRequestFullscreen?this._container.msRequestFullscreen():this._container.webkitRequestFullscreen&&this._container.webkitRequestFullscreen()};var ta={closeButton:!0,closeOnClick:!0,className:\"\",maxWidth:\"240px\"},ea=function(e){function n(r){e.call(this),this.options=t.extend(Object.create(ta),r),t.bindAll([\"_update\",\"_onClose\",\"remove\",\"_onMouseMove\",\"_onMouseUp\",\"_onDrag\"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(e){return this._map&&this.remove(),this._map=e,this.options.closeOnClick&&this._map.on(\"click\",this._onClose),this.options.closeOnMove&&this._map.on(\"move\",this._onClose),this._map.on(\"remove\",this.remove),this._update(),this._trackPointer?(this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"mouseup\",this._onMouseUp),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")):this._map.on(\"move\",this._update),this.fire(new t.Event(\"open\")),this},n.prototype.isOpen=function(){return!!this._map},n.prototype.remove=function(){return this._content&&r.remove(this._content),this._container&&(r.remove(this._container),delete this._container),this._map&&(this._map.off(\"move\",this._update),this._map.off(\"move\",this._onClose),this._map.off(\"click\",this._onClose),this._map.off(\"remove\",this.remove),this._map.off(\"mousemove\",this._onMouseMove),this._map.off(\"mouseup\",this._onMouseUp),this._map.off(\"drag\",this._onDrag),delete this._map),this.fire(new t.Event(\"close\")),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._trackPointer=!1,this._update(),this._map&&(this._map.on(\"move\",this._update),this._map.off(\"mousemove\",this._onMouseMove),this._container&&this._container.classList.remove(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.remove(\"mapboxgl-track-pointer\")),this},n.prototype.trackPointer=function(){return this._trackPointer=!0,this._pos=null,this._update(),this._map&&(this._map.off(\"move\",this._update),this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"drag\",this._onDrag),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")),this},n.prototype.getElement=function(){return this._container},n.prototype.setText=function(e){return this.setDOMContent(t.window.document.createTextNode(e))},n.prototype.setHTML=function(e){var r,n=t.window.document.createDocumentFragment(),i=t.window.document.createElement(\"body\");for(i.innerHTML=e;r=i.firstChild;)n.appendChild(r);return this.setDOMContent(n)},n.prototype.getMaxWidth=function(){return this._container&&this._container.style.maxWidth},n.prototype.setMaxWidth=function(t){return this.options.maxWidth=t,this._update(),this},n.prototype.setDOMContent=function(t){return this._createContent(),this._content.appendChild(t),this._update(),this},n.prototype.addClassName=function(t){this._container&&this._container.classList.add(t)},n.prototype.removeClassName=function(t){this._container&&this._container.classList.remove(t)},n.prototype.toggleClassName=function(t){if(this._container)return this._container.classList.toggle(t)},n.prototype._createContent=function(){this._content&&r.remove(this._content),this._content=r.create(\"div\",\"mapboxgl-popup-content\",this._container),this.options.closeButton&&(this._closeButton=r.create(\"button\",\"mapboxgl-popup-close-button\",this._content),this._closeButton.type=\"button\",this._closeButton.setAttribute(\"aria-label\",\"Close popup\"),this._closeButton.innerHTML=\"&#215;\",this._closeButton.addEventListener(\"click\",this._onClose))},n.prototype._onMouseUp=function(t){this._update(t.point)},n.prototype._onMouseMove=function(t){this._update(t.point)},n.prototype._onDrag=function(t){this._update(t.point)},n.prototype._update=function(t){var e=this,n=this._lngLat||this._trackPointer;if(this._map&&n&&this._content&&(this._container||(this._container=r.create(\"div\",\"mapboxgl-popup\",this._map.getContainer()),this._tip=r.create(\"div\",\"mapboxgl-popup-tip\",this._container),this._container.appendChild(this._content),this.options.className&&this.options.className.split(\" \").forEach((function(t){return e._container.classList.add(t)})),this._trackPointer&&this._container.classList.add(\"mapboxgl-popup-track-pointer\")),this.options.maxWidth&&this._container.style.maxWidth!==this.options.maxWidth&&(this._container.style.maxWidth=this.options.maxWidth),this._map.transform.renderWorldCopies&&!this._trackPointer&&(this._lngLat=ji(this._lngLat,this._pos,this._map.transform)),!this._trackPointer||t)){var i=this._pos=this._trackPointer&&t?t:this._map.project(this._lngLat),a=this.options.anchor,o=ra(this.options.offset);if(!a){var s,l=this._container.offsetWidth,u=this._container.offsetHeight;s=i.y+o.bottom.y<u?[\"top\"]:i.y>this._map.transform.height-u?[\"bottom\"]:[],i.x<l/2?s.push(\"left\"):i.x>this._map.transform.width-l/2&&s.push(\"right\"),a=0===s.length?\"bottom\":s.join(\"-\")}var c=i.add(o[a]).round();r.setTransform(this._container,Ui[a]+\" translate(\"+c.x+\"px,\"+c.y+\"px)\"),Vi(this._container,a,\"popup\")}},n.prototype._onClose=function(){this.remove()},n}(t.Evented);function ra(e){if(e){if(\"number\"==typeof e){var r=Math.round(Math.sqrt(.5*Math.pow(e,2)));return{center:new t.Point(0,0),top:new t.Point(0,e),\"top-left\":new t.Point(r,r),\"top-right\":new t.Point(-r,r),bottom:new t.Point(0,-e),\"bottom-left\":new t.Point(r,-r),\"bottom-right\":new t.Point(-r,-r),left:new t.Point(e,0),right:new t.Point(-e,0)}}if(e instanceof t.Point||Array.isArray(e)){var n=t.Point.convert(e);return{center:n,top:n,\"top-left\":n,\"top-right\":n,bottom:n,\"bottom-left\":n,\"bottom-right\":n,left:n,right:n}}return{center:t.Point.convert(e.center||[0,0]),top:t.Point.convert(e.top||[0,0]),\"top-left\":t.Point.convert(e[\"top-left\"]||[0,0]),\"top-right\":t.Point.convert(e[\"top-right\"]||[0,0]),bottom:t.Point.convert(e.bottom||[0,0]),\"bottom-left\":t.Point.convert(e[\"bottom-left\"]||[0,0]),\"bottom-right\":t.Point.convert(e[\"bottom-right\"]||[0,0]),left:t.Point.convert(e.left||[0,0]),right:t.Point.convert(e.right||[0,0])}}return ra(new t.Point(0,0))}var na={version:t.version,supported:e,setRTLTextPlugin:t.setRTLTextPlugin,getRTLTextPluginStatus:t.getRTLTextPluginStatus,Map:zi,NavigationControl:Bi,GeolocateControl:Wi,AttributionControl:Mi,ScaleControl:Ji,FullscreenControl:Qi,Popup:ea,Marker:qi,Style:Ye,LngLat:t.LngLat,LngLatBounds:t.LngLatBounds,Point:t.Point,MercatorCoordinate:t.MercatorCoordinate,Evented:t.Evented,config:t.config,prewarm:function(){jt().acquire(Rt)},clearPrewarmedResources:function(){var t=Bt;t&&(t.isPreloaded()&&1===t.numActive()?(t.release(Rt),Bt=null):console.warn(\"Could not clear WebWorkers since there are active Map instances that still reference it. 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e=[u(t.region,!1)];c.push(e);for(var r=0;r<t.children.length;r++)e.push(h(t.children[r]))}function h(t){for(var e=0;e<t.children.length;e++)f(t.children[e]);return u(t.region,!0)}for(s=0;s<a.children.length;s++)f(a.children[s]);return c.length<=0?{type:\"Polygon\",coordinates:[]}:1==c.length?{type:\"Polygon\",coordinates:c[0]}:{type:\"MultiPolygon\",coordinates:c}}};t.exports=e},87263:function(t,e,r){var n=r(26859);t.exports=function(t,e,r){function i(t,e,n){return{id:r?r.segmentId():-1,start:t,end:e,myFill:{above:n.myFill.above,below:n.myFill.below},otherFill:null}}var a=n.create();function o(t,r){a.insertBefore(t,(function(n){return i=t.isStart,a=t.pt,o=r,s=n.isStart,l=n.pt,u=n.other.pt,(0!==(c=e.pointsCompare(a,l))?c:e.pointsSame(o,u)?0:i!==s?i?1:-1:e.pointAboveOrOnLine(o,s?l:u,s?u:l)?1:-1)<0;var i,a,o,s,l,u,c}))}function s(t,e){var r=function(t,e){var r=n.node({isStart:!0,pt:t.start,seg:t,primary:e,other:null,status:null});return o(r,t.end),r}(t,e);return function(t,e,r){var i=n.node({isStart:!1,pt:e.end,seg:e,primary:r,other:t,status:null});t.other=i,o(i,t.pt)}(r,t,e),r}function l(t,e){var n=i(e,t.seg.end,t.seg);return function(t,e){r&&r.segmentChop(t.seg,e),t.other.remove(),t.seg.end=e,t.other.pt=e,o(t.other,t.pt)}(t,e),s(n,t.primary)}function u(i,o){var s=n.create();function u(t){return s.findTransition((function(r){var n,i,a,o,s,l;return n=t,i=r.ev,a=n.seg.start,o=n.seg.end,s=i.seg.start,l=i.seg.end,(e.pointsCollinear(a,s,l)?e.pointsCollinear(o,s,l)||e.pointAboveOrOnLine(o,s,l)?1:-1:e.pointAboveOrOnLine(a,s,l)?1:-1)>0}))}function c(t,n){var i=t.seg,a=n.seg,o=i.start,s=i.end,u=a.start,c=a.end;r&&r.checkIntersection(i,a);var f=e.linesIntersect(o,s,u,c);if(!1===f){if(!e.pointsCollinear(o,s,u))return!1;if(e.pointsSame(o,c)||e.pointsSame(s,u))return!1;var h=e.pointsSame(o,u),p=e.pointsSame(s,c);if(h&&p)return n;var d=!h&&e.pointBetween(o,u,c),v=!p&&e.pointBetween(s,u,c);if(h)return v?l(n,s):l(t,c),n;d&&(p||(v?l(n,s):l(t,c)),l(n,o))}else 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a=n[t],o=n[i],s=a[a.length-1],l=a[a.length-2],u=o[0],c=o[1];e.pointsCollinear(l,s,u)&&(r&&r.chainRemoveTail(t,s),a.pop(),s=l),e.pointsCollinear(s,u,c)&&(r&&r.chainRemoveHead(i,u),o.shift()),r&&r.chainJoin(t,i),n[t]=a.concat(o),n.splice(i,1)}})),i}},55968:function(t){function e(t,e,r){var n=[];return t.forEach((function(t){var i=(t.myFill.above?8:0)+(t.myFill.below?4:0)+(t.otherFill&&t.otherFill.above?2:0)+(t.otherFill&&t.otherFill.below?1:0);0!==e[i]&&n.push({id:r?r.segmentId():-1,start:t.start,end:t.end,myFill:{above:1===e[i],below:2===e[i]},otherFill:null})})),r&&r.selected(n),n}var r={union:function(t,r){return e(t,[0,2,1,0,2,2,0,0,1,0,1,0,0,0,0,0],r)},intersect:function(t,r){return e(t,[0,0,0,0,0,2,0,2,0,0,1,1,0,2,1,0],r)},difference:function(t,r){return e(t,[0,0,0,0,2,0,2,0,1,1,0,0,0,1,2,0],r)},differenceRev:function(t,r){return e(t,[0,2,1,0,0,0,1,1,0,2,0,2,0,0,0,0],r)},xor:function(t,r){return e(t,[0,2,1,0,2,0,0,1,1,0,0,2,0,1,2,0],r)}};t.exports=r},14847:function(t,e,r){\"use 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t&&(t=x[t]),null!=t&&t&&t.count&&t.color&&t.opacity&&t.positions&&t.positions.length>1&&(t.scaleRatio=[t.scale[0]*t.viewport.width,t.scale[1]*t.viewport.height],r(t),t.after&&t.after(t))}function T(t){if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var e=0,r=0;if(b.groups=x=t.map((function(t,u){var c=x[u];return t?(\"function\"==typeof t?t={after:t}:\"number\"==typeof t[0]&&(t={positions:t}),t=o(t,{color:\"color colors fill\",capSize:\"capSize cap capsize cap-size\",lineWidth:\"lineWidth line-width width line thickness\",opacity:\"opacity alpha\",range:\"range dataBox\",viewport:\"viewport viewBox\",errors:\"errors error\",positions:\"positions position data points\"}),c||(x[u]=c={id:u,scale:null,translate:null,scaleFract:null,translateFract:null,draw:!0},t=s({},m,t)),a(c,t,[{lineWidth:function(t){return.5*+t},capSize:function(t){return.5*+t},opacity:parseFloat,errors:function(t){return t=l(t),r+=t.length,t},positions:function(t,r){return t=l(t,\"float64\"),r.count=Math.floor(t.length/2),r.bounds=n(t,2),r.offset=e,e+=r.count,t}},{color:function(t,e){var r=e.count;if(t||(t=\"transparent\"),!Array.isArray(t)||\"number\"==typeof t[0]){var n=t;t=Array(r);for(var a=0;a<r;a++)t[a]=n}if(t.length<r)throw Error(\"Not enough colors\");for(var o=new Uint8Array(4*r),s=0;s<r;s++){var l=i(t[s],\"uint8\");o.set(l,4*s)}return o},range:function(t,e,r){var n=e.bounds;return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=f(e.scale),e.translateFract=f(e.translate),t},viewport:function(t){var e;return Array.isArray(t)?e={x:t[0],y:t[1],width:t[2]-t[0],height:t[3]-t[1]}:t?(e={x:t.x||t.left||0,y:t.y||t.top||0},t.right?e.width=t.right-e.x:e.width=t.w||t.width||0,t.bottom?e.height=t.bottom-e.y:e.height=t.h||t.height||0):e={x:0,y:0,width:y.drawingBufferWidth,height:y.drawingBufferHeight},e}}]),c):c})),e||r){var h=x.reduce((function(t,e,r){return t+(e?e.count:0)}),0),g=new Float64Array(2*h),_=new Uint8Array(4*h),w=new Float32Array(4*h);x.forEach((function(t,e){if(t){var r=t.positions,n=t.count,i=t.offset,a=t.color,o=t.errors;n&&(_.set(a,4*i),w.set(o,4*i),g.set(r,2*i))}}));var T=c(g);u(T);var k=f(g,T);p(k),d(_),v(w)}}}function k(){u.destroy(),p.destroy(),d.destroy(),v.destroy(),g.destroy()}};var h=[[1,0,0,1,0,0],[1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,1,0,0],[1,0,0,1,0,0],[1,0,-1,0,0,1],[1,0,-1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,1],[1,0,-1,0,0,1],[-1,0,-1,0,0,1],[-1,0,-1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,1],[-1,0,-1,0,0,1],[0,1,1,0,0,0],[0,1,-1,0,0,0],[0,-1,-1,0,0,0],[0,-1,-1,0,0,0],[0,1,1,0,0,0],[0,-1,1,0,0,0],[0,1,0,-1,1,0],[0,1,0,-1,-1,0],[0,1,0,1,-1,0],[0,1,0,1,1,0],[0,1,0,-1,1,0],[0,1,0,1,-1,0],[0,-1,0,-1,1,0],[0,-1,0,-1,-1,0],[0,-1,0,1,-1,0],[0,-1,0,1,1,0],[0,-1,0,-1,1,0],[0,-1,0,1,-1,0]]},46075:function(t,e,r){\"use strict\";var n=r(25075),i=r(21527),a=r(56131),o=r(56068),s=r(71299),l=r(30120),u=r(11474),c=r(54),f=r(57060),h=f.float32,p=f.fract32,d=r(83522),v=r(18863),g=r(6851);function y(t,e){if(!(this instanceof y))return new y(t,e);if(\"function\"==typeof t?(e||(e={}),e.regl=t):e=t,e.length&&(e.positions=e),!(t=e.regl).hasExtension(\"ANGLE_instanced_arrays\"))throw Error(\"regl-error2d: `ANGLE_instanced_arrays` extension should be enabled\");this.gl=t._gl,this.regl=t,this.passes=[],this.shaders=y.shaders.has(t)?y.shaders.get(t):y.shaders.set(t,y.createShaders(t)).get(t),this.update(e)}t.exports=y,y.dashMult=2,y.maxPatternLength=256,y.precisionThreshold=3e6,y.maxPoints=1e4,y.maxLines=2048,y.shaders=new d,y.createShaders=function(t){var e,r=t.buffer({usage:\"static\",type:\"float\",data:[0,1,0,0,1,1,1,0]}),n={primitive:\"triangle strip\",instances:t.prop(\"count\"),count:4,offset:0,uniforms:{miterMode:function(t,e){return\"round\"===e.join?2:1},miterLimit:t.prop(\"miterLimit\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),thickness:t.prop(\"thickness\"),dashTexture:t.prop(\"dashTexture\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),dashLength:t.prop(\"dashLength\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]},depth:t.prop(\"depth\")},blend:{enable:!0,color:[0,0,0,0],equation:{rgb:\"add\",alpha:\"add\"},func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},depth:{enable:function(t,e){return!e.overlay}},stencil:{enable:!1},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\")},i=t(a({vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, aCoordFract, bCoordFract;\\nattribute vec4 color;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvec2 project(vec2 position, vec2 positionFract, vec2 scale, vec2 scaleFract, vec2 translate, vec2 translateFract) {\\n\\t// the order is important\\n\\treturn position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n}\\n\\nvoid main() {\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineOffset = lineTop * 2. - 1.;\\n\\n\\tvec2 diff = (bCoord + bCoordFract - aCoord - aCoordFract);\\n\\ttangent = normalize(diff * scale * viewport.zw);\\n\\tvec2 normal = vec2(-tangent.y, tangent.x);\\n\\n\\tvec2 position = project(aCoord, aCoordFract, scale, scaleFract, translate, translateFract) * lineStart\\n\\t\\t+ project(bCoord, bCoordFract, scale, scaleFract, translate, translateFract) * lineEnd\\n\\n\\t\\t+ thickness * normal * .5 * lineOffset / viewport.zw;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform float dashLength, pixelRatio, thickness, opacity, id;\\nuniform sampler2D dashTexture;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvoid main() {\\n\\tfloat alpha = 1.;\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashLength) * .5 + .25;\\n\\tfloat dash = texture2D(dashTexture, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},aCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8,divisor:1},bCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:16,divisor:1},color:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1}}},n));try{e=t(a({cull:{enable:!0,face:\"back\"},vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, nextCoord, prevCoord;\\nattribute vec4 aColor, bColor;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, translate;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\nuniform float miterLimit, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 tangent;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nconst float REVERSE_THRESHOLD = -.875;\\nconst float MIN_DIFF = 1e-6;\\n\\n// TODO: possible optimizations: avoid overcalculating all for vertices and calc just one instead\\n// TODO: precalculate dot products, normalize things beforehead etc.\\n// TODO: refactor to rectangular algorithm\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nbool isNaN( float val ){\\n  return ( val < 0.0 || 0.0 < val || val == 0.0 ) ? false : true;\\n}\\n\\nvoid main() {\\n\\tvec2 aCoord = aCoord, bCoord = bCoord, prevCoord = prevCoord, nextCoord = nextCoord;\\n\\n  vec2 adjustedScale;\\n  adjustedScale.x = (abs(scale.x) < MIN_DIFF) ? MIN_DIFF : scale.x;\\n  adjustedScale.y = (abs(scale.y) < MIN_DIFF) ? MIN_DIFF : scale.y;\\n\\n  vec2 scaleRatio = adjustedScale * viewport.zw;\\n\\tvec2 normalWidth = thickness / scaleRatio;\\n\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineBot = 1. - lineTop;\\n\\n\\tfragColor = (lineStart * aColor + lineEnd * bColor) / 255.;\\n\\n\\tif (isNaN(aCoord.x) || isNaN(aCoord.y) || isNaN(bCoord.x) || isNaN(bCoord.y)) return;\\n\\n\\tif (aCoord == prevCoord) prevCoord = aCoord + normalize(bCoord - aCoord);\\n\\tif (bCoord == nextCoord) nextCoord = bCoord - normalize(bCoord - aCoord);\\n\\n\\tvec2 prevDiff = aCoord - prevCoord;\\n\\tvec2 currDiff = bCoord - aCoord;\\n\\tvec2 nextDiff = nextCoord - bCoord;\\n\\n\\tvec2 prevTangent = normalize(prevDiff * scaleRatio);\\n\\tvec2 currTangent = normalize(currDiff * scaleRatio);\\n\\tvec2 nextTangent = normalize(nextDiff * scaleRatio);\\n\\n\\tvec2 prevNormal = vec2(-prevTangent.y, prevTangent.x);\\n\\tvec2 currNormal = vec2(-currTangent.y, currTangent.x);\\n\\tvec2 nextNormal = vec2(-nextTangent.y, nextTangent.x);\\n\\n\\tvec2 startJoinDirection = normalize(prevTangent - currTangent);\\n\\tvec2 endJoinDirection = normalize(currTangent - nextTangent);\\n\\n\\t// collapsed/unidirectional segment cases\\n\\t// FIXME: there should be more elegant solution\\n\\tvec2 prevTanDiff = abs(prevTangent - currTangent);\\n\\tvec2 nextTanDiff = abs(nextTangent - currTangent);\\n\\tif (max(prevTanDiff.x, prevTanDiff.y) < MIN_DIFF) {\\n\\t\\tstartJoinDirection = currNormal;\\n\\t}\\n\\tif (max(nextTanDiff.x, nextTanDiff.y) < MIN_DIFF) {\\n\\t\\tendJoinDirection = currNormal;\\n\\t}\\n\\tif (aCoord == bCoord) {\\n\\t\\tendJoinDirection = startJoinDirection;\\n\\t\\tcurrNormal = prevNormal;\\n\\t\\tcurrTangent = prevTangent;\\n\\t}\\n\\n\\ttangent = currTangent;\\n\\n\\t//calculate join shifts relative to normals\\n\\tfloat startJoinShift = dot(currNormal, startJoinDirection);\\n\\tfloat endJoinShift = dot(currNormal, endJoinDirection);\\n\\n\\tfloat startMiterRatio = abs(1. / startJoinShift);\\n\\tfloat endMiterRatio = abs(1. / endJoinShift);\\n\\n\\tvec2 startJoin = startJoinDirection * startMiterRatio;\\n\\tvec2 endJoin = endJoinDirection * endMiterRatio;\\n\\n\\tvec2 startTopJoin, startBotJoin, endTopJoin, endBotJoin;\\n\\tstartTopJoin = sign(startJoinShift) * startJoin * .5;\\n\\tstartBotJoin = -startTopJoin;\\n\\n\\tendTopJoin = sign(endJoinShift) * endJoin * .5;\\n\\tendBotJoin = -endTopJoin;\\n\\n\\tvec2 aTopCoord = aCoord + normalWidth * startTopJoin;\\n\\tvec2 bTopCoord = bCoord + normalWidth * endTopJoin;\\n\\tvec2 aBotCoord = aCoord + normalWidth * startBotJoin;\\n\\tvec2 bBotCoord = bCoord + normalWidth * endBotJoin;\\n\\n\\t//miter anti-clipping\\n\\tfloat baClipping = distToLine(bCoord, aCoord, aBotCoord) / dot(normalize(normalWidth * endBotJoin), normalize(normalWidth.yx * vec2(-startBotJoin.y, startBotJoin.x)));\\n\\tfloat abClipping = distToLine(aCoord, bCoord, bTopCoord) / dot(normalize(normalWidth * startBotJoin), normalize(normalWidth.yx * vec2(-endBotJoin.y, endBotJoin.x)));\\n\\n\\t//prevent close to reverse direction switch\\n\\tbool prevReverse = dot(currTangent, prevTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, prevNormal)) * min(length(prevDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\tbool nextReverse = dot(currTangent, nextTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, nextNormal)) * min(length(nextDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\n\\tif (prevReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * startJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / startMiterRatio, 1.);\\n\\t\\taBotCoord = aCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\taTopCoord = aCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!nextReverse && baClipping > 0. && baClipping < length(normalWidth * endBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\tbTopCoord -= normalWidth * endTopJoin;\\n\\t\\tbTopCoord += normalize(endTopJoin * normalWidth) * baClipping;\\n\\t}\\n\\n\\tif (nextReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * endJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / endMiterRatio, 1.);\\n\\t\\tbBotCoord = bCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\tbTopCoord = bCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!prevReverse && abClipping > 0. && abClipping < length(normalWidth * startBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\taBotCoord -= normalWidth * startBotJoin;\\n\\t\\taBotCoord += normalize(startBotJoin * normalWidth) * abClipping;\\n\\t}\\n\\n\\tvec2 aTopPosition = (aTopCoord) * adjustedScale + translate;\\n\\tvec2 aBotPosition = (aBotCoord) * adjustedScale + translate;\\n\\n\\tvec2 bTopPosition = (bTopCoord) * adjustedScale + translate;\\n\\tvec2 bBotPosition = (bBotCoord) * adjustedScale + translate;\\n\\n\\t//position is normalized 0..1 coord on the screen\\n\\tvec2 position = (aTopPosition * lineTop + aBotPosition * lineBot) * lineStart + (bTopPosition * lineTop + bBotPosition * lineBot) * lineEnd;\\n\\n\\tstartCoord = aCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\tendCoord = bCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\n\\tgl_Position = vec4(position  * 2.0 - 1.0, depth, 1);\\n\\n\\tenableStartMiter = step(dot(currTangent, prevTangent), .5);\\n\\tenableEndMiter = step(dot(currTangent, nextTangent), .5);\\n\\n\\t//bevel miter cutoffs\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n\\n\\t//round miter cutoffs\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * abs(dot(startJoinDirection, currNormal)) * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * abs(dot(endJoinDirection, currNormal)) * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform float dashLength, pixelRatio, thickness, opacity, id, miterMode;\\nuniform sampler2D dashTexture;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nvoid main() {\\n\\tfloat alpha = 1., distToStart, distToEnd;\\n\\tfloat cutoff = thickness * .5;\\n\\n\\t//bevel miter\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToStart + 1., 0.), 1.);\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToEnd + 1., 0.), 1.);\\n\\t\\t}\\n\\t}\\n\\n\\t// round miter\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - startCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - endCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashLength) * .5 + .25;\\n\\tfloat dash = texture2D(dashTexture, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * 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main() {\\n\\tfloat depth = (MAX_LINES - 4. - id) / (MAX_LINES);\\n\\n\\tvec2 position = position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n\\tfragColor.a *= opacity;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n\\tgl_FragColor = 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t=this,e=[],r=arguments.length;r--;)e[r]=arguments[r];return(e.length?e:this.passes).forEach((function(e,r){var n;if(e&&Array.isArray(e))return(n=t).draw.apply(n,e);\"number\"==typeof e&&(e=t.passes[e]),e&&e.count>1&&e.opacity&&(t.regl._refresh(),e.fill&&e.triangles&&e.triangles.length>2&&t.shaders.fill(e),e.thickness&&(e.scale[0]*e.viewport.width>y.precisionThreshold||e.scale[1]*e.viewport.height>y.precisionThreshold||\"rect\"===e.join||!e.join&&(e.thickness<=2||e.count>=y.maxPoints)?t.shaders.rect(e):t.shaders.miter(e)))})),this},y.prototype.update=function(t){var e=this;if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var r=this.regl,o=this.gl;if(t.forEach((function(t,f){var d=e.passes[f];if(void 0!==t)if(null!==t){if(\"number\"==typeof t[0]&&(t={positions:t}),t=s(t,{positions:\"positions points data coords\",thickness:\"thickness lineWidth lineWidths line-width linewidth width stroke-width strokewidth strokeWidth\",join:\"lineJoin linejoin 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Uint8Array})},t=a({},y.defaults,t)),null!=t.thickness&&(d.thickness=parseFloat(t.thickness)),null!=t.opacity&&(d.opacity=parseFloat(t.opacity)),null!=t.miterLimit&&(d.miterLimit=parseFloat(t.miterLimit)),null!=t.overlay&&(d.overlay=!!t.overlay,f<y.maxLines&&(d.depth=2*(y.maxLines-1-f%y.maxLines)/y.maxLines-1)),null!=t.join&&(d.join=t.join),null!=t.hole&&(d.hole=t.hole),null!=t.fill&&(d.fill=t.fill?n(t.fill,\"uint8\"):null),null!=t.viewport&&(d.viewport=v(t.viewport)),d.viewport||(d.viewport=v([o.drawingBufferWidth,o.drawingBufferHeight])),null!=t.close&&(d.close=t.close),null===t.positions&&(t.positions=[]),t.positions){var m,x;if(t.positions.x&&t.positions.y){var b=t.positions.x,_=t.positions.y;x=d.count=Math.max(b.length,_.length),m=new Float64Array(2*x);for(var w=0;w<x;w++)m[2*w]=b[w],m[2*w+1]=_[w]}else m=l(t.positions,\"float64\"),x=d.count=Math.floor(m.length/2);var T=d.bounds=i(m,2);if(d.fill){for(var k=[],A={},M=0,S=0,E=0,L=d.count;S<L;S++){var C=m[2*S],P=m[2*S+1];isNaN(C)||isNaN(P)||null==C||null==P?(C=m[2*M],P=m[2*M+1],A[S]=M):M=S,k[E++]=C,k[E++]=P}if(t.splitNull){d.count-1 in A||(A[d.count]=d.count-1);var O=Object.keys(A).map(Number).sort((function(t,e){return t-e})),I=[],D=0,z=null!=d.hole?d.hole[0]:null;if(null!=z){var R=g(O,(function(t){return t>=z}));(O=O.slice(0,R)).push(z)}for(var F=function(t){var e=k.slice(2*D,2*O[t]).concat(z?k.slice(2*z):[]),r=(d.hole||[]).map((function(e){return e-z+(O[t]-D)})),n=u(e,r);n=n.map((function(e){return e+D+(e+D<O[t]?0:z-O[t])})),I.push.apply(I,n),D=O[t]+1},B=0;B<O.length;B++)F(B);for(var N=0,j=I.length;N<j;N++)null!=A[I[N]]&&(I[N]=A[I[N]]);d.triangles=I}else{for(var U=u(k,d.hole||[]),V=0,H=U.length;V<H;V++)null!=A[U[V]]&&(U[V]=A[U[V]]);d.triangles=U}}var q=new Float64Array(m);c(q,2,T);var G=new Float64Array(2*x+6);d.close?m[0]===m[2*x-2]&&m[1]===m[2*x-1]?(G[0]=q[2*x-4],G[1]=q[2*x-3]):(G[0]=q[2*x-2],G[1]=q[2*x-1]):(G[0]=q[0],G[1]=q[1]),G.set(q,2),d.close?m[0]===m[2*x-2]&&m[1]===m[2*x-1]?(G[2*x+2]=q[2],G[2*x+3]=q[3],d.count-=1):(G[2*x+2]=q[0],G[2*x+3]=q[1],G[2*x+4]=q[2],G[2*x+5]=q[3]):(G[2*x+2]=q[2*x-2],G[2*x+3]=q[2*x-1],G[2*x+4]=q[2*x-2],G[2*x+5]=q[2*x-1]);var Z=h(G);d.positionBuffer(Z);var Y=p(G,Z);d.positionFractBuffer(Y)}if(t.range?d.range=t.range:d.range||(d.range=d.bounds),(t.range||t.positions)&&d.count){var W=d.bounds,X=W[2]-W[0],J=W[3]-W[1],K=d.range[2]-d.range[0],$=d.range[3]-d.range[1];d.scale=[X/K,J/$],d.translate=[-d.range[0]/K+W[0]/K||0,-d.range[1]/$+W[1]/$||0],d.scaleFract=p(d.scale),d.translateFract=p(d.translate)}if(t.dashes){var Q,tt=0;if(!t.dashes||t.dashes.length<2)tt=1,Q=new Uint8Array([255,255,255,255,255,255,255,255]);else{tt=0;for(var et=0;et<t.dashes.length;++et)tt+=t.dashes[et];Q=new Uint8Array(tt*y.dashMult);for(var rt=0,nt=255,it=0;it<2;it++)for(var at=0;at<t.dashes.length;++at){for(var ot=0,st=t.dashes[at]*y.dashMult*.5;ot<st;++ot)Q[rt++]=nt;nt^=255}}d.dashLength=tt,d.dashTexture({channels:1,data:Q,width:Q.length,height:1,mag:\"linear\",min:\"linear\"},0,0)}if(t.color){var lt=d.count,ut=t.color;ut||(ut=\"transparent\");var ct=new Uint8Array(4*lt+4);if(Array.isArray(ut)&&\"number\"!=typeof ut[0]){for(var ft=0;ft<lt;ft++){var ht=n(ut[ft],\"uint8\");ct.set(ht,4*ft)}ct.set(n(ut[0],\"uint8\"),4*lt)}else for(var pt=n(ut,\"uint8\"),dt=0;dt<lt+1;dt++)ct.set(pt,4*dt);d.colorBuffer({usage:\"dynamic\",type:\"uint8\",data:ct})}}else e.passes[f]=null})),t.length<this.passes.length){for(var f=t.length;f<this.passes.length;f++){var d=this.passes[f];d&&(d.colorBuffer.destroy(),d.positionBuffer.destroy(),d.dashTexture.destroy())}this.passes.length=t.length}for(var m=[],x=0;x<this.passes.length;x++)null!==this.passes[x]&&m.push(this.passes[x]);return this.passes=m,this}},y.prototype.destroy=function(){return this.passes.forEach((function(t){t.colorBuffer.destroy(),t.positionBuffer.destroy(),t.dashTexture.destroy()})),this.passes.length=0,this}},11870:function(t,e,r){\"use strict\";function n(t,e){return function(t){if(Array.isArray(t))return t}(t)||function(t,e){var r=null==t?null:\"undefined\"!=typeof Symbol&&t[Symbol.iterator]||t[\"@@iterator\"];if(null!=r){var n,i,a,o,s=[],l=!0,u=!1;try{if(a=(r=r.call(t)).next,0===e){if(Object(r)!==r)return;l=!1}else for(;!(l=(n=a.call(r)).done)&&(s.push(n.value),s.length!==e);l=!0);}catch(t){u=!0,i=t}finally{try{if(!l&&null!=r.return&&(o=r.return(),Object(o)!==o))return}finally{if(u)throw i}}return s}}(t,e)||i(t,e)||function(){throw new TypeError(\"Invalid attempt to destructure non-iterable instance.\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}()}function i(t,e){if(t){if(\"string\"==typeof t)return a(t,e);var r=Object.prototype.toString.call(t).slice(8,-1);return\"Object\"===r&&t.constructor&&(r=t.constructor.name),\"Map\"===r||\"Set\"===r?Array.from(t):\"Arguments\"===r||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(r)?a(t,e):void 0}}function a(t,e){(null==e||e>t.length)&&(e=t.length);for(var r=0,n=new Array(e);r<e;r++)n[r]=t[r];return n}var o=r(25075),s=r(21527),l=r(6475),u=r(88294),c=r(56131),f=r(56068),h=r(71299),p=r(93447),d=r(30120),v=r(62683),g=r(57060),y=r(18863),m=x;function x(t,e){var r=this;if(!(this instanceof x))return new x(t,e);\"function\"==typeof t?(e||(e={}),e.regl=t):(e=t,t=null),e&&e.length&&(e.positions=e);var n,i=(t=e.regl)._gl,a=[];this.tooManyColors=v,n=t.texture({data:new Uint8Array(1020),width:255,height:1,type:\"uint8\",format:\"rgba\",wrapS:\"clamp\",wrapT:\"clamp\",mag:\"nearest\",min:\"nearest\"}),c(this,{regl:t,gl:i,groups:[],markerCache:[null],markerTextures:[null],palette:a,paletteIds:{},paletteTexture:n,maxColors:255,maxSize:100,canvas:i.canvas}),this.update(e);var o={uniforms:{constPointSize:!!e.constPointSize,opacity:t.prop(\"opacity\"),paletteSize:function(t,e){return[r.tooManyColors?0:255,n.height]},pixelRatio:t.context(\"pixelRatio\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translate:t.prop(\"translate\"),translateFract:t.prop(\"translateFract\"),markerTexture:t.prop(\"markerTexture\"),paletteTexture:n},attributes:{x:function(t,e){return e.xAttr||{buffer:e.positionBuffer,stride:8,offset:0}},y:function(t,e){return e.yAttr||{buffer:e.positionBuffer,stride:8,offset:4}},xFract:function(t,e){return e.xAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:0}},yFract:function(t,e){return e.yAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:4}},size:function(t,e){return e.size.length?{buffer:e.sizeBuffer,stride:2,offset:0}:{constant:[Math.round(255*e.size/r.maxSize)]}},borderSize:function(t,e){return e.borderSize.length?{buffer:e.sizeBuffer,stride:2,offset:1}:{constant:[Math.round(255*e.borderSize/r.maxSize)]}},colorId:function(t,e){return e.color.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:0}:{constant:r.tooManyColors?a.slice(4*e.color,4*e.color+4):[e.color]}},borderColorId:function(t,e){return e.borderColor.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:r.tooManyColors?4:2}:{constant:r.tooManyColors?a.slice(4*e.borderColor,4*e.borderColor+4):[e.borderColor]}},isActive:function(t,e){return!0===e.activation?{constant:[1]}:e.activation?e.activation:{constant:[0]}}},blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\"),stencil:{enable:!1},depth:{enable:!1},elements:t.prop(\"elements\"),count:t.prop(\"count\"),offset:t.prop(\"offset\"),primitive:\"points\"},s=c({},o);s.frag=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform float opacity;\\nuniform sampler2D markerTexture;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nfloat smoothStep(float x, float y) {\\n  return 1.0 / (1.0 + exp(50.0*(x - y)));\\n}\\n\\nvoid main() {\\n  float dist = texture2D(markerTexture, gl_PointCoord).r, delta = fragWidth;\\n\\n  // max-distance alpha\\n  if (dist < 0.003) discard;\\n\\n  // null-border case\\n  if (fragBorderColorLevel == fragColorLevel || fragBorderColor.a == 0.) {\\n    float colorAmt = smoothstep(.5 - delta, .5 + delta, dist);\\n    gl_FragColor = vec4(fragColor.rgb, colorAmt * fragColor.a * opacity);\\n  }\\n  else {\\n    float borderColorAmt = smoothstep(fragBorderColorLevel - delta, fragBorderColorLevel + delta, dist);\\n    float colorAmt = smoothstep(fragColorLevel - delta, fragColorLevel + delta, dist);\\n\\n    vec4 color = fragBorderColor;\\n    color.a *= borderColorAmt;\\n    color = mix(color, fragColor, colorAmt);\\n    color.a *= opacity;\\n\\n    gl_FragColor = color;\\n  }\\n\\n}\\n\"]),s.vert=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform bool constPointSize;\\nuniform float pixelRatio;\\nuniform vec2 scale, scaleFract, translate, translateFract, paletteSize;\\nuniform sampler2D paletteTexture;\\n\\nconst float maxSize = 100.;\\nconst float borderLevel = .5;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragPointSize, fragBorderRadius, fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(paletteTexture,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = 2. * size * pointSizeScale;\\n  fragPointSize = size * pixelRatio;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\\n\\n  fragColor = color;\\n  fragBorderColor = borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n\\n  fragBorderColorLevel = clamp(borderLevel - borderLevel * borderSize / size, 0., 1.);\\n  fragColorLevel = clamp(borderLevel + (1. - borderLevel) * borderSize / size, 0., 1.);\\n}\"]),this.drawMarker=t(s);var l=c({},o);l.frag=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nuniform float opacity;\\n\\nfloat smoothStep(float edge0, float edge1, float x) {\\n\\tfloat t;\\n\\tt = clamp((x - edge0) / (edge1 - edge0), 0.0, 1.0);\\n\\treturn t * t * (3.0 - 2.0 * t);\\n}\\n\\nvoid main() {\\n\\tfloat radius, alpha = 1.0, delta = fragWidth;\\n\\n\\tradius = length(2.0 * gl_PointCoord.xy - 1.0);\\n\\n\\tif (radius > 1.0 + delta) {\\n\\t\\tdiscard;\\n\\t}\\n\\n\\talpha -= smoothstep(1.0 - delta, 1.0 + delta, radius);\\n\\n\\tfloat borderRadius = fragBorderRadius;\\n\\tfloat ratio = smoothstep(borderRadius - delta, borderRadius + delta, radius);\\n\\tvec4 color = mix(fragColor, fragBorderColor, ratio);\\n\\tcolor.a *= alpha * opacity;\\n\\tgl_FragColor = color;\\n}\\n\"]),l.vert=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform bool constPointSize;\\nuniform float pixelRatio;\\nuniform vec2 paletteSize, scale, scaleFract, translate, translateFract;\\nuniform sampler2D paletteTexture;\\n\\nconst float maxSize = 100.;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(paletteTexture,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = (size + borderSize) * pointSizeScale;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\\n\\n  fragBorderRadius = 1. - 2. * borderSize / (size + borderSize);\\n  fragColor = color;\\n  fragBorderColor = borderColor.a == 0. || borderSize == 0. ? vec4(color.rgb, 0.) : borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n}\\n\"]),v&&(l.frag=l.frag.replace(\"smoothstep\",\"smoothStep\"),s.frag=s.frag.replace(\"smoothstep\",\"smoothStep\")),this.drawCircle=t(l)}x.defaults={color:\"black\",borderColor:\"transparent\",borderSize:0,size:12,opacity:1,marker:void 0,viewport:null,range:null,pixelSize:null,count:0,offset:0,bounds:null,positions:[],snap:1e4},x.prototype.render=function(){return arguments.length&&this.update.apply(this,arguments),this.draw(),this},x.prototype.draw=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];var i=this.groups;if(1===r.length&&Array.isArray(r[0])&&(null===r[0][0]||Array.isArray(r[0][0]))&&(r=r[0]),this.regl._refresh(),r.length)for(var a=0;a<r.length;a++)this.drawItem(a,r[a]);else i.forEach((function(e,r){t.drawItem(r)}));return this},x.prototype.drawItem=function(t,e){var r,n=this.groups,o=n[t];if(\"number\"==typeof e&&(t=e,o=n[e],e=null),o&&o.count&&o.opacity){o.activation[0]&&this.drawCircle(this.getMarkerDrawOptions(0,o,e));for(var s=[],l=1;l<o.activation.length;l++)o.activation[l]&&(!0===o.activation[l]||o.activation[l].data.length)&&s.push.apply(s,function(t){if(Array.isArray(t))return a(t)}(r=this.getMarkerDrawOptions(l,o,e))||function(t){if(\"undefined\"!=typeof Symbol&&null!=t[Symbol.iterator]||null!=t[\"@@iterator\"])return Array.from(t)}(r)||i(r)||function(){throw new TypeError(\"Invalid attempt to spread non-iterable instance.\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}());s.length&&this.drawMarker(s)}},x.prototype.getMarkerDrawOptions=function(t,e,r){var i=e.range,a=e.tree,o=e.viewport,s=e.activation,l=e.selectionBuffer,u=e.count;if(this.regl,!a)return r?[c({},e,{markerTexture:this.markerTextures[t],activation:s[t],count:r.length,elements:r,offset:0})]:[c({},e,{markerTexture:this.markerTextures[t],activation:s[t],offset:0})];var f=[],h=a.range(i,{lod:!0,px:[(i[2]-i[0])/o.width,(i[3]-i[1])/o.height]});if(r){for(var p=s[t].data,d=new Uint8Array(u),v=0;v<r.length;v++){var g=r[v];d[g]=p?p[g]:1}l.subdata(d)}for(var y=h.length;y--;){var m=n(h[y],2),x=m[0],b=m[1];f.push(c({},e,{markerTexture:this.markerTextures[t],activation:r?l:s[t],offset:x,count:b-x}))}return f},x.prototype.update=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];if(r.length){1===r.length&&Array.isArray(r[0])&&(r=r[0]);var i=this.groups,a=this.gl,o=this.regl,l=this.maxSize,f=this.maxColors,v=this.palette;this.groups=i=r.map((function(e,r){var n=i[r];if(void 0===e)return n;null===e?e={positions:null}:\"function\"==typeof e?e={ondraw:e}:\"number\"==typeof e[0]&&(e={positions:e}),null===(e=h(e,{positions:\"positions data points\",snap:\"snap cluster lod tree\",size:\"sizes size radius\",borderSize:\"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline\",color:\"colors color fill fill-color fillColor\",borderColor:\"borderColors borderColor stroke stroke-color strokeColor\",marker:\"markers marker shape\",range:\"range dataBox databox\",viewport:\"viewport viewPort viewBox viewbox\",opacity:\"opacity alpha transparency\",bounds:\"bound bounds boundaries limits\",tooManyColors:\"tooManyColors palette paletteMode optimizePalette enablePalette\"})).positions&&(e.positions=[]),null!=e.tooManyColors&&(t.tooManyColors=e.tooManyColors),n||(i[r]=n={id:r,scale:null,translate:null,scaleFract:null,translateFract:null,activation:[],selectionBuffer:o.buffer({data:new Uint8Array(0),usage:\"stream\",type:\"uint8\"}),sizeBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),colorBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),positionBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"}),positionFractBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"})},e=c({},x.defaults,e)),e.positions&&!(\"marker\"in e)&&(e.marker=n.marker,delete n.marker),e.marker&&!(\"positions\"in e)&&(e.positions=n.positions,delete n.positions);var m=0,b=0;if(p(n,e,[{snap:!0,size:function(t,e){return null==t&&(t=x.defaults.size),m+=t&&t.length?1:0,t},borderSize:function(t,e){return null==t&&(t=x.defaults.borderSize),m+=t&&t.length?1:0,t},opacity:parseFloat,color:function(e,r){return null==e&&(e=x.defaults.color),e=t.updateColor(e),b++,e},borderColor:function(e,r){return null==e&&(e=x.defaults.borderColor),e=t.updateColor(e),b++,e},bounds:function(t,e,r){return\"range\"in r||(r.range=null),t},positions:function(t,e,r){var n=e.snap,i=e.positionBuffer,a=e.positionFractBuffer,l=e.selectionBuffer;if(t.x||t.y)return t.x.length?e.xAttr={buffer:o.buffer(t.x),offset:0,stride:4,count:t.x.length}:e.xAttr={buffer:t.x.buffer,offset:4*t.x.offset||0,stride:4*(t.x.stride||1),count:t.x.count},t.y.length?e.yAttr={buffer:o.buffer(t.y),offset:0,stride:4,count:t.y.length}:e.yAttr={buffer:t.y.buffer,offset:4*t.y.offset||0,stride:4*(t.y.stride||1),count:t.y.count},e.count=Math.max(e.xAttr.count,e.yAttr.count),t;t=d(t,\"float64\");var c=e.count=Math.floor(t.length/2),f=e.bounds=c?s(t,2):null;if(r.range||e.range||(delete e.range,r.range=f),r.marker||e.marker||(delete e.marker,r.marker=null),n&&(!0===n||c>n)?e.tree=u(t,{bounds:f}):n&&n.length&&(e.tree=n),e.tree){var h={primitive:\"points\",usage:\"static\",data:e.tree,type:\"uint32\"};e.elements?e.elements(h):e.elements=o.elements(h)}var p=g.float32(t);return i({data:p,usage:\"dynamic\"}),a({data:g.fract32(t,p),usage:\"dynamic\"}),l({data:new Uint8Array(c),type:\"uint8\",usage:\"stream\"}),t}},{marker:function(e,r,n){var i=r.activation;if(i.forEach((function(t){return t&&t.destroy&&t.destroy()})),i.length=0,e&&\"number\"!=typeof e[0]){for(var a=[],s=0,l=Math.min(e.length,r.count);s<l;s++){var u=t.addMarker(e[s]);a[u]||(a[u]=new Uint8Array(r.count)),a[u][s]=1}for(var c=0;c<a.length;c++)if(a[c]){var f={data:a[c],type:\"uint8\",usage:\"static\"};i[c]?i[c](f):i[c]=o.buffer(f),i[c].data=a[c]}}else i[t.addMarker(e)]=!0;return e},range:function(t,e,r){var n=e.bounds;if(n)return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=g.fract(e.scale),e.translateFract=g.fract(e.translate),t},viewport:function(t){return y(t||[a.drawingBufferWidth,a.drawingBufferHeight])}}]),m){var _=n,w=_.count,T=_.size,k=_.borderSize,A=_.sizeBuffer,M=new Uint8Array(2*w);if(T.length||k.length)for(var S=0;S<w;S++)M[2*S]=Math.round(255*(null==T[S]?T:T[S])/l),M[2*S+1]=Math.round(255*(null==k[S]?k:k[S])/l);A({data:M,usage:\"dynamic\"})}if(b){var E,L=n,C=L.count,P=L.color,O=L.borderColor,I=L.colorBuffer;if(t.tooManyColors){if(P.length||O.length){E=new Uint8Array(8*C);for(var D=0;D<C;D++){var z=P[D];E[8*D]=v[4*z],E[8*D+1]=v[4*z+1],E[8*D+2]=v[4*z+2],E[8*D+3]=v[4*z+3];var R=O[D];E[8*D+4]=v[4*R],E[8*D+5]=v[4*R+1],E[8*D+6]=v[4*R+2],E[8*D+7]=v[4*R+3]}}}else if(P.length||O.length){E=new Uint8Array(4*C+2);for(var F=0;F<C;F++)null!=P[F]&&(E[4*F]=P[F]%f,E[4*F+1]=Math.floor(P[F]/f)),null!=O[F]&&(E[4*F+2]=O[F]%f,E[4*F+3]=Math.floor(O[F]/f))}I({data:E||new Uint8Array(0),type:\"uint8\",usage:\"dynamic\"})}return n}))}},x.prototype.addMarker=function(t){var e,r=this.markerTextures,n=this.regl,i=this.markerCache,a=null==t?0:i.indexOf(t);if(a>=0)return a;if(t instanceof Uint8Array||t instanceof Uint8ClampedArray)e=t;else{e=new Uint8Array(t.length);for(var o=0,s=t.length;o<s;o++)e[o]=255*t[o]}var l=Math.floor(Math.sqrt(e.length));return a=r.length,i.push(t),r.push(n.texture({channels:1,data:e,radius:l,mag:\"linear\",min:\"linear\"})),a},x.prototype.updateColor=function(t){var e=this.paletteIds,r=this.palette,n=this.maxColors;Array.isArray(t)||(t=[t]);var i=[];if(\"number\"==typeof t[0]){var a=[];if(Array.isArray(t))for(var s=0;s<t.length;s+=4)a.push(t.slice(s,s+4));else for(var u=0;u<t.length;u+=4)a.push(t.subarray(u,u+4));t=a}for(var c=0;c<t.length;c++){var f=t[c];f=o(f,\"uint8\");var h=l(f,!1);if(null==e[h]){var p=r.length;e[h]=Math.floor(p/4),r[p]=f[0],r[p+1]=f[1],r[p+2]=f[2],r[p+3]=f[3]}i[c]=e[h]}return!this.tooManyColors&&r.length>4*n&&(this.tooManyColors=!0),this.updatePalette(r),1===i.length?i[0]:i},x.prototype.updatePalette=function(t){if(!this.tooManyColors){var e=this.maxColors,r=this.paletteTexture,n=Math.ceil(.25*t.length/e);if(n>1)for(var i=.25*(t=t.slice()).length%e;i<n*e;i++)t.push(0,0,0,0);r.height<n&&r.resize(e,n),r.subimage({width:Math.min(.25*t.length,e),height:n,data:t},0,0)}},x.prototype.destroy=function(){return this.groups.forEach((function(t){t.sizeBuffer.destroy(),t.positionBuffer.destroy(),t.positionFractBuffer.destroy(),t.colorBuffer.destroy(),t.activation.forEach((function(t){return t&&t.destroy&&t.destroy()})),t.selectionBuffer.destroy(),t.elements&&t.elements.destroy()})),this.groups.length=0,this.paletteTexture.destroy(),this.markerTextures.forEach((function(t){return t&&t.destroy&&t.destroy()})),this};var b=r(56131);t.exports=function(t,e){var r=new m(t,e),n=r.render.bind(r);return b(n,{render:n,update:r.update.bind(r),draw:r.draw.bind(r),destroy:r.destroy.bind(r),regl:r.regl,gl:r.gl,canvas:r.gl.canvas,groups:r.groups,markers:r.markerCache,palette:r.palette}),n}},60487:function(t,e,r){\"use strict\";var n=r(11870),i=r(71299),a=r(21527),o=r(5877),s=r(57471),l=r(18863),u=r(30120);function c(t,e){if(!(this instanceof c))return new c(t,e);this.traces=[],this.passes={},this.regl=t,this.scatter=n(t),this.canvas=this.scatter.canvas}function f(t,e,r){return(null!=t.id?t.id:t)<<16|(255&e)<<8|255&r}function h(t,e,r){var n,i,a,o,s=t[e],l=t[r];return s.length>2?(s[0],s[2],n=s[1],i=s[3]):s.length?(n=s[0],i=s[1]):(s.x,n=s.y,s.x,s.width,i=s.y+s.height),l.length>2?(a=l[0],o=l[2],l[1],l[3]):l.length?(a=l[0],o=l[1]):(a=l.x,l.y,o=l.x+l.width,l.y,l.height),[a,n,o,i]}function p(t){if(\"number\"==typeof t)return[t,t,t,t];if(2===t.length)return[t[0],t[1],t[0],t[1]];var e=l(t);return[e.x,e.y,e.x+e.width,e.y+e.height]}t.exports=c,c.prototype.render=function(){for(var t,e=this,r=[],n=arguments.length;n--;)r[n]=arguments[n];return r.length&&(t=this).update.apply(t,r),this.regl.attributes.preserveDrawingBuffer?this.draw():(this.dirty?null==this.planned&&(this.planned=o((function(){e.draw(),e.dirty=!0,e.planned=null}))):(this.draw(),this.dirty=!0,o((function(){e.dirty=!1}))),this)},c.prototype.update=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=0;n<e.length;n++)this.updateItem(n,e[n]);this.traces=this.traces.filter(Boolean);for(var i=[],a=0,o=0;o<this.traces.length;o++){for(var s=this.traces[o],l=this.traces[o].passes,u=0;u<l.length;u++)i.push(this.passes[l[u]]);s.passOffset=a,a+=s.passes.length}return(t=this.scatter).update.apply(t,i),this}},c.prototype.updateItem=function(t,e){var r=this.regl;if(null===e)return this.traces[t]=null,this;if(!e)return this;var n,o=i(e,{data:\"data items columns rows values dimensions samples x\",snap:\"snap cluster\",size:\"sizes size radius\",color:\"colors color fill fill-color fillColor\",opacity:\"opacity alpha transparency 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Uint8Array}),color:\"black\",marker:null,size:12,borderColor:\"transparent\",borderSize:1,viewport:l([r._gl.drawingBufferWidth,r._gl.drawingBufferHeight]),padding:[0,0,0,0],opacity:1,diagonal:!0,upper:!0,lower:!0});if(null!=o.color&&(s.color=o.color),null!=o.size&&(s.size=o.size),null!=o.marker&&(s.marker=o.marker),null!=o.borderColor&&(s.borderColor=o.borderColor),null!=o.borderSize&&(s.borderSize=o.borderSize),null!=o.opacity&&(s.opacity=o.opacity),o.viewport&&(s.viewport=l(o.viewport)),null!=o.diagonal&&(s.diagonal=o.diagonal),null!=o.upper&&(s.upper=o.upper),null!=o.lower&&(s.lower=o.lower),o.data){s.buffer(u(o.data)),s.columns=o.data.length,s.count=o.data[0].length,s.bounds=[];for(var c=0;c<s.columns;c++)s.bounds[c]=a(o.data[c],1)}o.range&&(s.range=o.range,n=s.range&&\"number\"!=typeof s.range[0]),o.domain&&(s.domain=o.domain);var d=!1;null!=o.padding&&(Array.isArray(o.padding)&&o.padding.length===s.columns&&\"number\"==typeof o.padding[o.padding.length-1]?(s.padding=o.padding.map(p),d=!0):s.padding=p(o.padding));var v=s.columns,g=s.count,y=s.viewport.width,m=s.viewport.height,x=s.viewport.x,b=s.viewport.y,_=y/v,w=m/v;s.passes=[];for(var T=0;T<v;T++)for(var k=0;k<v;k++)if((s.diagonal||k!==T)&&(s.upper||!(T>k))&&(s.lower||!(T<k))){var A=f(s.id,T,k),M=this.passes[A]||(this.passes[A]={});if(o.data&&(o.transpose?M.positions={x:{buffer:s.buffer,offset:k,count:g,stride:v},y:{buffer:s.buffer,offset:T,count:g,stride:v}}:M.positions={x:{buffer:s.buffer,offset:k*g,count:g},y:{buffer:s.buffer,offset:T*g,count:g}},M.bounds=h(s.bounds,T,k)),o.domain||o.viewport||o.data){var S=d?h(s.padding,T,k):s.padding;if(s.domain){var E=h(s.domain,T,k),L=E[0],C=E[1],P=E[2],O=E[3];M.viewport=[x+L*y+S[0],b+C*m+S[1],x+P*y-S[2],b+O*m-S[3]]}else M.viewport=[x+k*_+_*S[0],b+T*w+w*S[1],x+(k+1)*_-_*S[2],b+(T+1)*w-w*S[3]]}o.color&&(M.color=s.color),o.size&&(M.size=s.size),o.marker&&(M.marker=s.marker),o.borderSize&&(M.borderSize=s.borderSize),o.borderColor&&(M.borderColor=s.borderColor),o.opacity&&(M.opacity=s.opacity),o.range&&(M.range=n?h(s.range,T,k):s.range||M.bounds),s.passes.push(A)}return this},c.prototype.draw=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=[],i=0;i<e.length;i++)if(\"number\"==typeof e[i]){var a=this.traces[e[i]],o=a.passes,l=a.passOffset;n.push.apply(n,s(l,l+o.length))}else if(e[i].length){var u=e[i],c=this.traces[i],f=c.passes,h=c.passOffset;f=f.map((function(t,e){n[h+e]=u}))}(t=this.scatter).draw.apply(t,n)}else this.scatter.draw();return this},c.prototype.destroy=function(){return this.traces.forEach((function(t){t.buffer&&t.buffer.destroy&&t.buffer.destroy()})),this.traces=null,this.passes=null,this.scatter.destroy(),this}},98580:function(t){t.exports=function(){function t(t,e){this.id=Z++,this.type=t,this.data=e}function e(t){if(0===t.length)return[];var r=t.charAt(0),n=t.charAt(t.length-1);if(1<t.length&&r===n&&('\"'===r||\"'\"===r))return['\"'+t.substr(1,t.length-2).replace(/\\\\/g,\"\\\\\\\\\").replace(/\"/g,'\\\\\"')+'\"'];if(r=/\\[(false|true|null|\\d+|'[^']*'|\"[^\"]*\")\\]/.exec(t))return e(t.substr(0,r.index)).concat(e(r[1])).concat(e(t.substr(r.index+r[0].length)));if(1===(r=t.split(\".\")).length)return['\"'+t.replace(/\\\\/g,\"\\\\\\\\\").replace(/\"/g,'\\\\\"')+'\"'];for(t=[],n=0;n<r.length;++n)t=t.concat(e(r[n]));return t}function r(t){return\"[\"+e(t).join(\"][\")+\"]\"}function n(t){return\"string\"==typeof t?t.split():t}function i(t){return\"string\"==typeof t?document.querySelector(t):t}function a(t){var e,r,a,o,s=t||{};t={};var 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e=Math.floor(t/400)+1;t-=400*(e-1),t+=t>15?16:0;var r=Math.floor(t/32)+1,n=t-32*(r-1)+1;return this.newDate(e<=0?e-1:e,r,n)}});var o={20:\"Fruitbat\",21:\"Anchovy\"};n.calendars.discworld=a},37715:function(t,e,r){var n=r(63489),i=r(56131);function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new 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n=r(56131);function i(){this.regionalOptions=[],this.regionalOptions[\"\"]={invalidCalendar:\"Calendar {0} not found\",invalidDate:\"Invalid {0} date\",invalidMonth:\"Invalid {0} month\",invalidYear:\"Invalid {0} year\",differentCalendars:\"Cannot mix {0} and {1} dates\"},this.local=this.regionalOptions[\"\"],this.calendars={},this._localCals={}}function a(t,e,r,n){if(this._calendar=t,this._year=e,this._month=r,this._day=n,0===this._calendar._validateLevel&&!this._calendar.isValid(this._year,this._month,this._day))throw(u.local.invalidDate||u.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name)}function o(t,e){return\"000000\".substring(0,e-(t=\"\"+t).length)+t}function s(){this.shortYearCutoff=\"+10\"}function l(t){this.local=this.regionalOptions[t]||this.regionalOptions[\"\"]}n(i.prototype,{instance:function(t,e){t=(t||\"gregorian\").toLowerCase(),e=e||\"\";var r=this._localCals[t+\"-\"+e];if(!r&&this.calendars[t]&&(r=new this.calendars[t](e),this._localCals[t+\"-\"+e]=r),!r)throw(this.local.invalidCalendar||this.regionalOptions[\"\"].invalidCalendar).replace(/\\{0\\}/,t);return r},newDate:function(t,e,r,n,i){return(n=(null!=t&&t.year?t.calendar():\"string\"==typeof n?this.instance(n,i):n)||this.instance()).newDate(t,e,r)},substituteDigits:function(t){return function(e){return(e+\"\").replace(/[0-9]/g,(function(e){return t[e]}))}},substituteChineseDigits:function(t,e){return function(r){for(var n=\"\",i=0;r>0;){var a=r%10;n=(0===a?\"\":t[a]+e[i])+n,i++,r=Math.floor(r/10)}return 0===n.indexOf(t[1]+e[1])&&(n=n.substr(1)),n||t[0]}}}),n(a.prototype,{newDate:function(t,e,r){return this._calendar.newDate(null==t?this:t,e,r)},year:function(t){return 0===arguments.length?this._year:this.set(t,\"y\")},month:function(t){return 0===arguments.length?this._month:this.set(t,\"m\")},day:function(t){return 0===arguments.length?this._day:this.set(t,\"d\")},date:function(t,e,r){if(!this._calendar.isValid(t,e,r))throw(u.local.invalidDate||u.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name);return this._year=t,this._month=e,this._day=r,this},leapYear:function(){return this._calendar.leapYear(this)},epoch:function(){return this._calendar.epoch(this)},formatYear:function(){return this._calendar.formatYear(this)},monthOfYear:function(){return this._calendar.monthOfYear(this)},weekOfYear:function(){return this._calendar.weekOfYear(this)},daysInYear:function(){return this._calendar.daysInYear(this)},dayOfYear:function(){return this._calendar.dayOfYear(this)},daysInMonth:function(){return this._calendar.daysInMonth(this)},dayOfWeek:function(){return this._calendar.dayOfWeek(this)},weekDay:function(){return this._calendar.weekDay(this)},extraInfo:function(){return this._calendar.extraInfo(this)},add:function(t,e){return this._calendar.add(this,t,e)},set:function(t,e){return this._calendar.set(this,t,e)},compareTo:function(t){if(this._calendar.name!==t._calendar.name)throw(u.local.differentCalendars||u.regionalOptions[\"\"].differentCalendars).replace(/\\{0\\}/,this._calendar.local.name).replace(/\\{1\\}/,t._calendar.local.name);var e=this._year!==t._year?this._year-t._year:this._month!==t._month?this.monthOfYear()-t.monthOfYear():this._day-t._day;return 0===e?0:e<0?-1:1},calendar:function(){return this._calendar},toJD:function(){return this._calendar.toJD(this)},fromJD:function(t){return this._calendar.fromJD(t)},toJSDate:function(){return this._calendar.toJSDate(this)},fromJSDate:function(t){return this._calendar.fromJSDate(t)},toString:function(){return(this.year()<0?\"-\":\"\")+o(Math.abs(this.year()),4)+\"-\"+o(this.month(),2)+\"-\"+o(this.day(),2)}}),n(s.prototype,{_validateLevel:0,newDate:function(t,e,r){return null==t?this.today():(t.year&&(this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate),r=t.day(),e=t.month(),t=t.year()),new a(this,t,e,r))},today:function(){return this.fromJSDate(new Date)},epoch:function(t){return this._validate(t,this.minMonth,this.minDay,u.local.invalidYear||u.regionalOptions[\"\"].invalidYear).year()<0?this.local.epochs[0]:this.local.epochs[1]},formatYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,u.local.invalidYear||u.regionalOptions[\"\"].invalidYear);return(e.year()<0?\"-\":\"\")+o(Math.abs(e.year()),4)},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,u.local.invalidYear||u.regionalOptions[\"\"].invalidYear),12},monthOfYear:function(t,e){var r=this._validate(t,e,this.minDay,u.local.invalidMonth||u.regionalOptions[\"\"].invalidMonth);return(r.month()+this.monthsInYear(r)-this.firstMonth)%this.monthsInYear(r)+this.minMonth},fromMonthOfYear:function(t,e){var r=(e+this.firstMonth-2*this.minMonth)%this.monthsInYear(t)+this.minMonth;return this._validate(t,r,this.minDay,u.local.invalidMonth||u.regionalOptions[\"\"].invalidMonth),r},daysInYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,u.local.invalidYear||u.regionalOptions[\"\"].invalidYear);return this.leapYear(e)?366:365},dayOfYear:function(t,e,r){var n=this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate);return n.toJD()-this.newDate(n.year(),this.fromMonthOfYear(n.year(),this.minMonth),this.minDay).toJD()+1},daysInWeek:function(){return 7},dayOfWeek:function(t,e,r){var n=this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate);return(Math.floor(this.toJD(n))+2)%this.daysInWeek()},extraInfo:function(t,e,r){return this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate),{}},add:function(t,e,r){return this._validate(t,this.minMonth,this.minDay,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate),this._correctAdd(t,this._add(t,e,r),e,r)},_add:function(t,e,r){if(this._validateLevel++,\"d\"===r||\"w\"===r){var n=t.toJD()+e*(\"w\"===r?this.daysInWeek():1),i=t.calendar().fromJD(n);return this._validateLevel--,[i.year(),i.month(),i.day()]}try{var a=t.year()+(\"y\"===r?e:0),o=t.monthOfYear()+(\"m\"===r?e:0);i=t.day(),\"y\"===r?(t.month()!==this.fromMonthOfYear(a,o)&&(o=this.newDate(a,t.month(),this.minDay).monthOfYear()),o=Math.min(o,this.monthsInYear(a)),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o)))):\"m\"===r&&(function(t){for(;o<t.minMonth;)a--,o+=t.monthsInYear(a);for(var e=t.monthsInYear(a);o>e-1+t.minMonth;)a++,o-=e,e=t.monthsInYear(a)}(this),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o))));var s=[a,this.fromMonthOfYear(a,o),i];return this._validateLevel--,s}catch(t){throw 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n=this.newDate(t,e,r);return n.add(4-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,u.local.invalidMonth||u.regionalOptions[\"\"].invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var n=this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate);t=n.year(),e=n.month(),r=n.day(),t<0&&t++,e<3&&(e+=12,t--);var i=Math.floor(t/100),a=2-i+Math.floor(i/4);return Math.floor(365.25*(t+4716))+Math.floor(30.6001*(e+1))+r+a-1524.5},fromJD:function(t){var e=Math.floor(t+.5),r=Math.floor((e-1867216.25)/36524.25),n=1524+(r=e+1+r-Math.floor(r/4)),i=Math.floor((n-122.1)/365.25),a=Math.floor(365.25*i),o=Math.floor((n-a)/30.6001),s=n-a-Math.floor(30.6001*o),l=o-(o>13.5?13:1),u=i-(l>2.5?4716:4715);return u<=0&&u--,this.newDate(u,l,s)},toJSDate:function(t,e,r){var n=this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate),i=new Date(n.year(),n.month()-1,n.day());return i.setHours(0),i.setMinutes(0),i.setSeconds(0),i.setMilliseconds(0),i.setHours(i.getHours()>12?i.getHours()+2:0),i},fromJSDate:function(t){return this.newDate(t.getFullYear(),t.getMonth()+1,t.getDate())}});var u=t.exports=new i;u.cdate=a,u.baseCalendar=s,u.calendars.gregorian=l},94338:function(t,e,r){var n=r(56131),i=r(63489);n(i.regionalOptions[\"\"],{invalidArguments:\"Invalid arguments\",invalidFormat:\"Cannot format a date from another calendar\",missingNumberAt:\"Missing number at position {0}\",unknownNameAt:\"Unknown name at position {0}\",unexpectedLiteralAt:\"Unexpected literal at position {0}\",unexpectedText:\"Additional text found at end\"}),i.local=i.regionalOptions[\"\"],n(i.cdate.prototype,{formatDate:function(t,e){return\"string\"!=typeof 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          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
          "2019-09-01T00:00:00",
          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-02-01T00:00:00",
          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-05-01T00:00:00",
          "2020-06-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-08-01T00:00:00",
          "2020-09-01T00:00:00",
          "2020-10-01T00:00:00",
          "2020-11-01T00:00:00",
          "2020-12-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-02-01T00:00:00",
          "2021-03-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-05-01T00:00:00",
          "2021-06-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-08-01T00:00:00",
          "2021-09-01T00:00:00",
          "2021-10-01T00:00:00",
          "2021-11-01T00:00:00",
          "2021-12-01T00:00:00",
          "2022-01-01T00:00:00",
          "2022-02-01T00:00:00",
          "2022-03-01T00:00:00",
          "2022-04-01T00:00:00",
          "2022-05-01T00:00:00",
          "2022-06-01T00:00:00",
          "2022-07-01T00:00:00",
          "2022-08-01T00:00:00",
          "2022-09-01T00:00:00",
          "2022-10-01T00:00:00",
          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
          "2023-02-01T00:00:00",
          "2023-03-01T00:00:00",
          "2023-04-01T00:00:00",
          "2023-05-01T00:00:00",
          "2023-06-01T00:00:00",
          "2023-07-01T00:00:00",
          "2023-08-01T00:00:00",
          "2023-09-01T00:00:00",
          "2023-10-01T00:00:00"
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         "xaxis": "x",
         "y": [
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          9.2,
          9.1,
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          9,
          9,
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          9.3,
          9.3,
          9.3,
          9.2,
          9.1,
          8.9,
          8.7,
          8.6,
          8.4,
          8.3,
          8.1,
          8,
          7.9,
          7.8,
          7.7,
          7.6,
          7.5,
          7.5,
          7.4,
          7.3,
          7.2,
          7.1,
          7,
          6.9,
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          6.7,
          6.6,
          6.5,
          6.4,
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          6.2,
          6.1,
          6.1,
          6.2,
          6.2,
          6.2,
          6.1,
          6.1,
          6.2,
          6.3,
          6.5,
          6.7,
          6.9,
          7.1,
          7.2,
          7.3,
          7.2,
          7.2,
          7.1,
          7.1,
          7.1,
          7.1,
          7.1,
          7.1,
          7,
          7.1,
          7.2,
          7.3,
          7.6,
          7.9,
          8.2,
          8.5,
          8.8,
          9.1,
          9.3,
          9.6,
          9.8,
          10,
          10.2,
          10.4,
          10.6,
          10.8,
          11,
          11.1,
          11.1,
          11,
          10.8,
          10.5,
          10.3,
          10,
          9.7,
          9.4,
          9.2,
          8.9,
          8.6,
          8.4,
          8.3,
          8.1,
          8,
          7.9,
          7.8,
          7.7,
          7.7,
          7.6,
          7.6,
          7.5,
          7.5,
          7.4,
          7.3,
          7.3,
          7.3,
          7.3,
          7.3,
          7.3,
          7.3,
          7.2,
          7.1,
          7,
          6.9,
          6.9,
          6.9,
          6.9,
          6.9,
          6.9,
          6.9,
          6.8,
          6.8,
          6.7,
          6.7,
          6.6,
          6.6,
          6.5,
          6.4,
          6.3,
          6.2,
          6,
          5.9,
          5.8,
          5.7,
          5.6,
          5.6,
          5.5,
          5.5,
          5.4,
          5.4,
          5.3,
          5.3,
          5.3,
          5.3,
          5.3,
          5.3,
          5.3,
          5.3,
          5.2,
          5.2,
          5.1,
          5,
          5,
          5,
          5,
          5,
          5.1,
          5.1,
          5.1,
          5.2,
          5.2,
          5.2,
          5.2,
          5.2,
          5.2,
          5.2,
          5.3,
          5.4,
          5.5,
          5.7,
          5.9,
          6.1,
          6.4,
          6.7,
          6.9,
          7.1,
          7.4,
          7.6,
          7.7,
          7.8,
          7.8,
          7.9,
          7.9,
          8,
          8.1,
          8.2,
          8.4,
          8.6,
          8.8,
          8.9,
          9.1,
          9.2,
          9.4,
          9.5,
          9.6,
          9.7,
          9.8,
          9.8,
          9.8,
          9.8,
          9.7,
          9.7,
          9.6,
          9.6,
          9.6,
          9.5,
          9.5,
          9.4,
          9.4,
          9.3,
          9.3,
          9.3,
          9.2,
          9.1,
          9,
          8.9,
          8.7,
          8.6,
          8.5,
          8.4,
          8.2,
          8,
          7.9,
          7.8,
          7.8,
          7.8,
          7.8,
          7.9,
          8,
          8,
          8,
          7.9,
          7.9,
          7.9,
          7.9,
          7.8,
          7.8,
          7.7,
          7.6,
          7.5,
          7.4,
          7.2,
          7.1,
          7.1,
          7,
          7,
          7,
          6.9,
          6.8,
          6.7,
          6.6,
          6.5,
          6.4,
          6.3,
          6.2,
          6.2,
          6.1,
          6.1,
          6.1,
          6,
          6,
          6,
          6,
          5.9,
          5.9,
          6,
          6,
          6,
          5.9,
          5.8,
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          5.6,
          5.5,
          5.5,
          5.4,
          5.3,
          5.3,
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          5.1,
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          5,
          5,
          5,
          5,
          5,
          5,
          5,
          5,
          5,
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          4.8,
          4.8,
          4.8,
          4.8,
          4.8,
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          5,
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          5.2,
          5.4,
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          5.9,
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          6.5,
          6.6,
          6.7,
          6.7,
          6.7,
          6.8,
          6.8,
          6.8,
          6.7,
          6.8,
          6.8,
          6.8,
          6.9,
          6.9,
          6.9,
          6.9,
          7,
          7,
          7,
          7,
          7,
          6.9,
          6.8,
          6.7,
          6.6,
          6.6,
          6.5,
          6.5,
          6.4,
          6.4,
          6.3,
          6.2,
          6.1,
          6,
          5.9,
          5.9,
          5.8,
          5.8,
          5.7,
          5.6,
          5.5,
          5.4,
          5.3,
          5.3,
          5.3,
          5.2,
          5.2,
          5.2,
          5.1,
          5,
          5,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          5,
          5,
          5.1,
          5.1,
          5.2,
          5.3,
          5.4,
          5.5,
          5.7,
          5.7,
          5.8,
          5.9,
          6,
          6.2,
          6.4,
          6.7,
          7,
          7.3,
          7.6,
          8,
          8.4,
          8.8,
          9.3,
          9.9,
          10.4,
          10.8,
          11.2,
          11.4,
          11.7,
          11.8,
          12,
          12.1,
          12.3,
          12.4,
          12.5,
          12.6,
          12.6,
          12.6,
          12.5,
          12.5,
          12.4,
          12.3,
          12.4,
          12.4,
          12.4,
          12.4,
          12.4,
          12.3,
          12.2,
          12.1,
          12,
          12,
          12,
          12,
          11.9,
          11.8,
          11.6,
          11.5,
          11.3,
          11.2,
          11,
          11,
          10.9,
          10.8,
          10.7,
          10.5,
          10.3,
          10.2,
          10,
          9.9,
          9.8,
          9.7,
          9.5,
          9.4,
          9.3,
          9.2,
          9.1,
          9,
          8.9,
          8.8,
          8.6,
          8.5,
          8.4,
          8.2,
          8.1,
          8,
          7.8,
          7.7,
          7.6,
          7.5,
          7.4,
          7.3,
          7.2,
          7.1,
          6.9,
          6.8,
          6.7,
          6.6,
          6.5,
          6.4,
          6.3,
          6.2,
          6,
          5.9,
          5.8,
          5.8,
          5.7,
          5.7,
          5.6,
          5.6,
          5.5,
          5.5,
          5.5,
          5.5,
          5.5,
          5.5,
          5.5,
          5.4,
          5.4,
          5.2,
          5.1,
          5,
          5,
          4.9,
          4.9,
          4.8,
          4.8,
          4.7,
          4.6,
          4.5,
          4.5,
          4.4,
          4.3,
          4.3,
          4.2,
          4.2,
          4.2,
          4.2,
          4.2,
          4.2,
          4.3,
          4.3,
          4.3,
          4.3,
          4.3,
          4.2,
          4.1,
          4,
          4,
          4,
          4,
          4,
          4,
          4.1,
          4.2,
          4.3,
          4.4,
          5.5,
          16.1,
          15.7,
          13.8,
          13.2,
          11.9,
          10,
          9.3,
          9.1,
          9.1,
          8.7,
          8.5,
          8.4,
          8.2,
          7.9,
          7.8,
          7.4,
          7,
          6.5,
          6.2,
          5.8,
          5.5,
          5.2,
          4.7,
          4.4,
          4.1,
          4,
          3.9,
          3.8,
          3.8,
          4,
          4.1,
          4.1,
          4.1,
          4.2,
          4.4,
          4.4,
          4.5,
          4.5,
          4.6,
          4.6,
          4.6,
          4.7,
          4.8
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= New York<br>Month & Year=%{x}<br>Unemployment Rate=%{y}<extra></extra>",
         "legendgroup": " New York",
         "line": {
          "color": "#EF553B",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " New York",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
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          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
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          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
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          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
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          "2003-09-01T00:00:00",
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          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
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          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
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          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
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          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
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          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
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          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
          "2019-09-01T00:00:00",
          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
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          5,
          4.9,
          4.9,
          4.8,
          4.8,
          4.8,
          4.8,
          4.8,
          4.7,
          4.6,
          4.5,
          4.4,
          4.4,
          4.4,
          4.4,
          4.4,
          4.4,
          4.4,
          4.4,
          4.4,
          4.4,
          4.5,
          4.7,
          4.9,
          5.1,
          5.3,
          5.4,
          5.4,
          5.4,
          5.4,
          5.4,
          5.4,
          5.3,
          5.3,
          5.2,
          5.2,
          5.2,
          5.2,
          5.3,
          5.3,
          5.3,
          5.4,
          5.4,
          5.5,
          5.5,
          5.7,
          5.8,
          6,
          6.2,
          6.3,
          6.5,
          6.7,
          6.9,
          7.1,
          7.4,
          7.7,
          8,
          8.2,
          8.4,
          8.5,
          8.5,
          8.5,
          8.4,
          8.3,
          8.2,
          8,
          7.8,
          7.6,
          7.4,
          7.1,
          6.8,
          6.6,
          6.4,
          6.2,
          6,
          5.9,
          5.8,
          5.8,
          5.9,
          6,
          6.2,
          6.3,
          6.4,
          6.6,
          6.7,
          6.8,
          6.9,
          7.1,
          7.2,
          7.2,
          7.3,
          7.3,
          7.3,
          7.5,
          7.6,
          7.9,
          8.2,
          8.5,
          8.8,
          8.9,
          9,
          9.1,
          9.2,
          9.3,
          9.3,
          9.2,
          9.1,
          9,
          8.8,
          8.7,
          8.6,
          8.5,
          8.4,
          8.4,
          8.3,
          8.2,
          8.1,
          8,
          7.9,
          7.8,
          7.7,
          7.6,
          7.5,
          7.4,
          7.3,
          7.3,
          7.2,
          7.2,
          7.1,
          7,
          6.9,
          6.9,
          6.8,
          6.8,
          6.8,
          6.8,
          6.8,
          6.7,
          6.7,
          6.6,
          6.5,
          6.4,
          6.3,
          6.3,
          6.3,
          6.2,
          6.3,
          6.3,
          6.3,
          6.4,
          6.4,
          6.5,
          6.6,
          6.7,
          6.8,
          6.8,
          6.9,
          6.9,
          6.9,
          6.9,
          6.9,
          6.9,
          7,
          7.1,
          7.3,
          7.4,
          7.5,
          7.6,
          7.7,
          7.7,
          7.8,
          7.8,
          7.8,
          7.7,
          7.7,
          7.7,
          7.6,
          7.6,
          7.6,
          7.5,
          7.4,
          7.3,
          7.2,
          7.2,
          7.1,
          7.1,
          7.1,
          7.1,
          7,
          7,
          7,
          7,
          6.9,
          6.9,
          6.8,
          6.7,
          6.6,
          6.4,
          6.3,
          6.2,
          6.1,
          5.9,
          5.9,
          5.9,
          5.9,
          6,
          6.1,
          6.2,
          6.2,
          6.3,
          6.3,
          6.2,
          6.2,
          6.2,
          6.1,
          6.1,
          6,
          5.9,
          5.8,
          5.7,
          5.6,
          5.5,
          5.5,
          5.5,
          5.6,
          5.7,
          5.7,
          5.7,
          5.7,
          5.6,
          5.5,
          5.5,
          5.4,
          5.3,
          5.2,
          5.1,
          5,
          5,
          4.9,
          4.9,
          4.9,
          4.9,
          5,
          5,
          5.1,
          5.1,
          5.1,
          5,
          4.9,
          4.8,
          4.7,
          4.7,
          4.7,
          4.7,
          4.7,
          4.7,
          4.7,
          4.7,
          4.7,
          4.8,
          4.8,
          4.8,
          4.7,
          4.7,
          4.6,
          4.5,
          4.5,
          4.4,
          4.3,
          4.3,
          4.2,
          4.2,
          4.1,
          4.1,
          4.1,
          4.2,
          4.3,
          4.5,
          4.6,
          4.8,
          5,
          5.2,
          5.4,
          5.6,
          5.8,
          6,
          6.1,
          6.2,
          6.3,
          6.3,
          6.3,
          6.4,
          6.4,
          6.4,
          6.4,
          6.4,
          6.5,
          6.6,
          6.7,
          6.7,
          6.8,
          6.9,
          6.9,
          6.9,
          6.9,
          6.8,
          6.7,
          6.6,
          6.5,
          6.4,
          6.3,
          6.2,
          6.2,
          6.1,
          6.1,
          6,
          5.9,
          5.9,
          5.9,
          5.9,
          5.9,
          5.8,
          5.8,
          5.7,
          5.6,
          5.5,
          5.4,
          5.3,
          5.3,
          5.4,
          5.4,
          5.4,
          5.4,
          5.3,
          5.3,
          5.2,
          5.2,
          5.2,
          5.2,
          5.2,
          5.1,
          5,
          4.8,
          4.7,
          4.6,
          4.5,
          4.5,
          4.4,
          4.4,
          4.3,
          4.3,
          4.3,
          4.3,
          4.3,
          4.4,
          4.4,
          4.4,
          4.4,
          4.3,
          4.3,
          4.3,
          4.4,
          4.5,
          4.7,
          4.8,
          5,
          5.2,
          5.4,
          5.6,
          5.9,
          6.1,
          6.3,
          6.4,
          6.5,
          7.5,
          8,
          8.2,
          8.3,
          8.3,
          8.3,
          8.3,
          8.3,
          8.3,
          8.3,
          8.3,
          8.2,
          8.2,
          8.1,
          8.1,
          8.1,
          8.1,
          8.2,
          8.2,
          8.2,
          8.2,
          8.2,
          8.1,
          8.1,
          8.2,
          8.3,
          8.3,
          8.2,
          8,
          7.8,
          7.5,
          7.3,
          7.1,
          7,
          6.7,
          6.8,
          6.8,
          6.8,
          6.7,
          6.6,
          6.5,
          6.5,
          6.5,
          6.5,
          6.5,
          6.6,
          6.5,
          6.5,
          6.4,
          6.4,
          6.3,
          6.3,
          6.2,
          6.1,
          6,
          5.8,
          5.7,
          5.6,
          5.5,
          5.4,
          5.3,
          5.2,
          5.2,
          5.1,
          5,
          4.9,
          4.8,
          4.6,
          4.6,
          4.5,
          4.5,
          4.5,
          4.4,
          4.4,
          4.4,
          4.5,
          4.5,
          4.5,
          4.5,
          4.5,
          4.5,
          4.4,
          4.5,
          4.5,
          4.6,
          4.7,
          4.7,
          4.7,
          4.8,
          4.8,
          4.8,
          4.8,
          4.8,
          4.7,
          4.6,
          4.5,
          4.4,
          4.3,
          4.2,
          4.2,
          4.1,
          4.1,
          4.1,
          4.1,
          4.1,
          4,
          4,
          4,
          3.9,
          3.9,
          3.9,
          3.8,
          3.8,
          3.8,
          3.8,
          3.8,
          3.7,
          3.6,
          3.6,
          3.5,
          3.4,
          3.4,
          3.5,
          3.5,
          3.6,
          3.5,
          3.5,
          3.5,
          3.5,
          3.6,
          5,
          12.8,
          11.6,
          10.1,
          9.3,
          8.1,
          7.7,
          7.1,
          7,
          6.9,
          6.7,
          6.6,
          6.4,
          6.2,
          5.9,
          5.8,
          5.6,
          5.4,
          5.1,
          4.9,
          4.7,
          4.5,
          4.3,
          4.1,
          3.9,
          3.8,
          3.8,
          3.8,
          3.8,
          3.7,
          3.8,
          3.9,
          3.8,
          3.8,
          3.9,
          4,
          4,
          4,
          4.1,
          4.1,
          4.1,
          4.1,
          4.1,
          4.1
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Florida<br>Month & Year=%{x}<br>Unemployment Rate=%{y}<extra></extra>",
         "legendgroup": " Florida",
         "line": {
          "color": "#ab63fa",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Florida",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
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          6.3,
          6.2,
          6.1,
          6,
          6,
          5.9,
          5.8,
          5.8,
          5.7,
          5.7,
          5.6,
          5.5,
          5.4,
          5.3,
          5.3,
          5.2,
          5.1,
          5.1,
          5,
          5,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          4.8,
          4.8,
          4.7,
          4.6,
          4.5,
          4.4,
          4.3,
          4.3,
          4.2,
          4.2,
          4.2,
          4.1,
          4.1,
          4,
          3.9,
          3.9,
          3.8,
          3.8,
          3.7,
          3.6,
          3.6,
          3.5,
          3.5,
          3.5,
          3.5,
          3.5,
          3.5,
          3.4,
          3.4,
          3.3,
          3.3,
          3.3,
          3.2,
          3.2,
          3.2,
          3.1,
          3.1,
          3,
          3,
          3,
          4,
          13.3,
          14.1,
          11.8,
          11.8,
          8.9,
          8.1,
          7.1,
          6.6,
          6.4,
          5.9,
          5.6,
          5.3,
          5.1,
          4.9,
          4.8,
          4.6,
          4.4,
          4.1,
          3.9,
          3.7,
          3.6,
          3.5,
          3.3,
          3.1,
          3,
          2.9,
          2.8,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.6,
          2.6,
          2.6,
          2.6,
          2.6,
          2.6,
          2.7,
          2.7,
          2.8,
          2.8
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Alabama<br>Month & Year=%{x}<br>Unemployment Rate=%{y}<extra></extra>",
         "legendgroup": " Alabama",
         "line": {
          "color": "#FFA15A",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Alabama",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
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          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
          "2019-09-01T00:00:00",
          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-02-01T00:00:00",
          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-05-01T00:00:00",
          "2020-06-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-08-01T00:00:00",
          "2020-09-01T00:00:00",
          "2020-10-01T00:00:00",
          "2020-11-01T00:00:00",
          "2020-12-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-02-01T00:00:00",
          "2021-03-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-05-01T00:00:00",
          "2021-06-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-08-01T00:00:00",
          "2021-09-01T00:00:00",
          "2021-10-01T00:00:00",
          "2021-11-01T00:00:00",
          "2021-12-01T00:00:00",
          "2022-01-01T00:00:00",
          "2022-02-01T00:00:00",
          "2022-03-01T00:00:00",
          "2022-04-01T00:00:00",
          "2022-05-01T00:00:00",
          "2022-06-01T00:00:00",
          "2022-07-01T00:00:00",
          "2022-08-01T00:00:00",
          "2022-09-01T00:00:00",
          "2022-10-01T00:00:00",
          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
          "2023-02-01T00:00:00",
          "2023-03-01T00:00:00",
          "2023-04-01T00:00:00",
          "2023-05-01T00:00:00",
          "2023-06-01T00:00:00",
          "2023-07-01T00:00:00",
          "2023-08-01T00:00:00",
          "2023-09-01T00:00:00",
          "2023-10-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
          6.6,
          6.6,
          6.6,
          6.6,
          6.6,
          6.6,
          6.6,
          6.6,
          6.6,
          6.5,
          6.4,
          6.3,
          6.2,
          6.1,
          6.1,
          6,
          6.1,
          6.1,
          6.2,
          6.3,
          6.3,
          6.3,
          6.3,
          6.3,
          6.3,
          6.3,
          6.3,
          6.2,
          6.1,
          6,
          5.9,
          5.9,
          5.8,
          5.7,
          5.7,
          5.6,
          5.6,
          5.5,
          5.5,
          5.4,
          5.3,
          5.2,
          5.3,
          5.4,
          5.6,
          5.8,
          6.1,
          6.3,
          6.6,
          6.9,
          7.2,
          7.7,
          8.1,
          8.5,
          8.8,
          8.9,
          9,
          9,
          9,
          8.9,
          8.9,
          8.8,
          8.6,
          8.5,
          8.4,
          8.3,
          8.3,
          8.3,
          8.5,
          8.7,
          9,
          9.2,
          9.5,
          9.9,
          10.2,
          10.6,
          11,
          11.3,
          11.7,
          12,
          12.3,
          12.6,
          12.8,
          12.9,
          13,
          12.9,
          12.8,
          12.6,
          12.3,
          12.1,
          11.7,
          11.3,
          10.9,
          10.6,
          10.3,
          10,
          9.9,
          9.7,
          9.5,
          9.3,
          9.1,
          8.9,
          8.8,
          8.8,
          8.9,
          8.9,
          8.9,
          8.9,
          8.8,
          8.9,
          8.9,
          9,
          9.1,
          9.2,
          9.3,
          9.3,
          9.2,
          9.1,
          9,
          8.9,
          8.8,
          8.7,
          8.7,
          8.6,
          8.5,
          8.4,
          8.3,
          8.2,
          8,
          7.9,
          7.8,
          7.8,
          7.8,
          7.8,
          7.8,
          7.8,
          7.7,
          7.5,
          7.4,
          7.3,
          7.2,
          7.1,
          7.1,
          7.1,
          7.1,
          7.1,
          7,
          7,
          6.9,
          6.8,
          6.7,
          6.6,
          6.6,
          6.5,
          6.4,
          6.2,
          6.1,
          6,
          5.9,
          5.8,
          5.8,
          5.9,
          6,
          6.1,
          6.2,
          6.3,
          6.4,
          6.3,
          6.3,
          6.2,
          6.1,
          6.1,
          6.1,
          6.2,
          6.3,
          6.4,
          6.4,
          6.5,
          6.5,
          6.5,
          6.5,
          6.6,
          6.7,
          6.8,
          6.9,
          7.1,
          7.2,
          7.4,
          7.7,
          7.9,
          8.2,
          8.4,
          8.4,
          8.4,
          8.4,
          8.3,
          8.2,
          8.1,
          7.8,
          7.6,
          7.4,
          7.3,
          7.2,
          7.3,
          7.5,
          7.7,
          7.8,
          7.8,
          7.8,
          7.8,
          7.7,
          7.5,
          7.3,
          7.2,
          7,
          6.8,
          6.6,
          6.4,
          6.2,
          6.1,
          5.9,
          5.8,
          5.7,
          5.6,
          5.5,
          5.4,
          5.3,
          5.1,
          5.1,
          5,
          5.1,
          5.2,
          5.2,
          5.2,
          5.2,
          5.2,
          5.3,
          5.3,
          5.3,
          5.3,
          5.3,
          5.3,
          5.4,
          5.4,
          5.4,
          5.4,
          5.4,
          5.3,
          5.2,
          5.1,
          5.1,
          5.1,
          5.1,
          5,
          4.9,
          4.8,
          4.7,
          4.6,
          4.6,
          4.6,
          4.7,
          4.7,
          4.8,
          4.8,
          4.7,
          4.6,
          4.5,
          4.4,
          4.3,
          4.3,
          4.4,
          4.5,
          4.5,
          4.5,
          4.4,
          4.3,
          4.2,
          4.2,
          4.2,
          4.3,
          4.5,
          4.6,
          4.6,
          4.6,
          4.5,
          4.5,
          4.4,
          4.3,
          4.3,
          4.3,
          4.4,
          4.4,
          4.4,
          4.4,
          4.4,
          4.4,
          4.4,
          4.5,
          4.6,
          4.8,
          4.9,
          5.1,
          5.2,
          5.2,
          5.2,
          5.3,
          5.3,
          5.4,
          5.6,
          5.8,
          6,
          6.2,
          6.3,
          6.4,
          6.5,
          6.6,
          6.6,
          6.6,
          6.6,
          6.6,
          6.6,
          6.6,
          6.6,
          6.6,
          6.6,
          6.6,
          6.6,
          6.7,
          6.8,
          6.8,
          6.9,
          6.9,
          6.9,
          6.8,
          6.6,
          6.5,
          6.4,
          6.3,
          6.3,
          6.3,
          6.2,
          6.2,
          6.1,
          6.1,
          6.1,
          6.1,
          6,
          6,
          6,
          6,
          5.9,
          5.9,
          5.9,
          5.8,
          5.7,
          5.6,
          5.6,
          5.5,
          5.4,
          5.3,
          5.1,
          5,
          4.8,
          4.7,
          4.6,
          4.5,
          4.4,
          4.4,
          4.4,
          4.4,
          4.4,
          4.5,
          4.6,
          4.6,
          4.7,
          4.8,
          4.9,
          5,
          5.1,
          5.2,
          5.3,
          5.5,
          5.5,
          5.6,
          5.6,
          5.7,
          5.8,
          5.9,
          6.1,
          6.4,
          6.6,
          6.7,
          6.9,
          7.1,
          7.4,
          7.9,
          8.4,
          8.9,
          9.4,
          9.8,
          10,
          10.3,
          10.4,
          10.6,
          10.8,
          11,
          11.2,
          11.4,
          11.4,
          11.3,
          11.2,
          10.9,
          10.7,
          10.4,
          10.2,
          10.1,
          10,
          9.9,
          9.8,
          9.7,
          9.6,
          9.5,
          9.5,
          9.6,
          9.8,
          9.9,
          10,
          10.1,
          10,
          9.9,
          9.7,
          9.5,
          9.3,
          9.1,
          9,
          9,
          9,
          9.1,
          9,
          9,
          9,
          9,
          9,
          9.1,
          9.2,
          9.3,
          9.3,
          9.3,
          9.2,
          9.2,
          9.2,
          9.1,
          9,
          8.8,
          8.7,
          8.6,
          8.4,
          8.1,
          7.9,
          7.6,
          7.4,
          7.2,
          7,
          6.8,
          6.6,
          6.5,
          6.3,
          6.2,
          6.1,
          6.1,
          6,
          6,
          6,
          6,
          5.9,
          5.9,
          5.9,
          5.9,
          6,
          6.1,
          6.2,
          6.2,
          6.2,
          6.1,
          6,
          5.9,
          5.8,
          5.8,
          5.7,
          5.7,
          5.6,
          5.4,
          5.3,
          5.1,
          5,
          4.9,
          4.9,
          4.9,
          5,
          5,
          4.9,
          4.9,
          4.8,
          4.7,
          4.6,
          4.5,
          4.4,
          4.3,
          4.3,
          4.2,
          4.3,
          4.3,
          4.4,
          4.4,
          4.5,
          4.6,
          4.6,
          4.5,
          4.4,
          4.2,
          4,
          3.8,
          3.8,
          3.7,
          3.7,
          3.7,
          3.6,
          3.6,
          3.7,
          3.8,
          5,
          18,
          14.7,
          12.7,
          11.5,
          9.8,
          9.1,
          8.2,
          7.9,
          7.6,
          7.2,
          7,
          6.8,
          6.6,
          6.4,
          6.4,
          6.1,
          5.9,
          5.5,
          5.3,
          5,
          4.9,
          4.8,
          4.6,
          4.5,
          4.5,
          4.4,
          4.4,
          4.4,
          4.5,
          4.6,
          4.6,
          4.6,
          4.6,
          4.5,
          4.5,
          4.4,
          4.2,
          4.1,
          4,
          4,
          4.1,
          4.4,
          4.6
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= North Carolina<br>Month & Year=%{x}<br>Unemployment Rate=%{y}<extra></extra>",
         "legendgroup": " North Carolina",
         "line": {
          "color": "#FF6692",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " North Carolina",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
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          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
          "2019-09-01T00:00:00",
          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-02-01T00:00:00",
          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-05-01T00:00:00",
          "2020-06-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-08-01T00:00:00",
          "2020-09-01T00:00:00",
          "2020-10-01T00:00:00",
          "2020-11-01T00:00:00",
          "2020-12-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-02-01T00:00:00",
          "2021-03-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-05-01T00:00:00",
          "2021-06-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-08-01T00:00:00",
          "2021-09-01T00:00:00",
          "2021-10-01T00:00:00",
          "2021-11-01T00:00:00",
          "2021-12-01T00:00:00",
          "2022-01-01T00:00:00",
          "2022-02-01T00:00:00",
          "2022-03-01T00:00:00",
          "2022-04-01T00:00:00",
          "2022-05-01T00:00:00",
          "2022-06-01T00:00:00",
          "2022-07-01T00:00:00",
          "2022-08-01T00:00:00",
          "2022-09-01T00:00:00",
          "2022-10-01T00:00:00",
          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
          "2023-02-01T00:00:00",
          "2023-03-01T00:00:00",
          "2023-04-01T00:00:00",
          "2023-05-01T00:00:00",
          "2023-06-01T00:00:00",
          "2023-07-01T00:00:00",
          "2023-08-01T00:00:00",
          "2023-09-01T00:00:00",
          "2023-10-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
          9.9,
          9.9,
          9.9,
          9.8,
          9.6,
          9.4,
          9.2,
          9.1,
          9,
          9,
          9,
          9,
          8.9,
          8.7,
          8.6,
          8.4,
          8.3,
          8.2,
          8.2,
          8.2,
          8.1,
          7.9,
          7.7,
          7.5,
          7.3,
          7.1,
          7,
          6.9,
          6.9,
          6.9,
          6.9,
          7,
          7,
          7.1,
          7.1,
          7.2,
          7.3,
          7.3,
          7.3,
          7.3,
          7.4,
          7.5,
          7.7,
          7.9,
          8.2,
          8.5,
          8.8,
          9.2,
          9.7,
          10.4,
          11.2,
          12,
          12.7,
          13.2,
          13.4,
          13.4,
          13.2,
          13,
          12.8,
          12.6,
          12.4,
          12.3,
          12.1,
          11.9,
          11.8,
          11.7,
          11.8,
          12,
          12.4,
          12.8,
          13.4,
          13.9,
          14.3,
          14.7,
          14.9,
          15,
          15,
          15.1,
          15.3,
          15.6,
          16,
          16.4,
          16.6,
          16.6,
          16.5,
          16.3,
          15.9,
          15.5,
          15.2,
          14.8,
          14.4,
          13.9,
          13.5,
          13,
          12.6,
          12.2,
          12,
          11.7,
          11.6,
          11.4,
          11.3,
          11.2,
          11.1,
          11.1,
          11,
          10.9,
          10.8,
          10.7,
          10.5,
          10.4,
          10.3,
          10.3,
          10.2,
          10.2,
          10.2,
          10.1,
          9.8,
          9.6,
          9.3,
          9.1,
          9,
          9.1,
          9.1,
          9.2,
          9.2,
          9.1,
          9,
          8.9,
          8.7,
          8.6,
          8.5,
          8.5,
          8.4,
          8.4,
          8.4,
          8.5,
          8.5,
          8.5,
          8.4,
          8.4,
          8.3,
          8.3,
          8.3,
          8.3,
          8.3,
          8.2,
          8,
          7.8,
          7.6,
          7.4,
          7.4,
          7.3,
          7.3,
          7.3,
          7.2,
          7,
          6.8,
          6.7,
          6.7,
          6.7,
          6.8,
          7,
          7.2,
          7.4,
          7.6,
          7.7,
          7.8,
          7.8,
          7.7,
          7.6,
          7.5,
          7.4,
          7.4,
          7.4,
          7.5,
          7.6,
          7.7,
          7.9,
          8.2,
          8.5,
          8.8,
          9.2,
          9.4,
          9.5,
          9.5,
          9.4,
          9.3,
          9.2,
          9.2,
          9.2,
          9.3,
          9.4,
          9.5,
          9.5,
          9.5,
          9.5,
          9.4,
          9.4,
          9.3,
          9.1,
          8.9,
          8.6,
          8.2,
          7.9,
          7.6,
          7.5,
          7.4,
          7.3,
          7.3,
          7.3,
          7.3,
          7.3,
          7.3,
          7.3,
          7.3,
          7.3,
          7.2,
          7,
          6.7,
          6.5,
          6.2,
          6,
          5.9,
          5.8,
          5.7,
          5.5,
          5.3,
          5.2,
          5.2,
          5.3,
          5.4,
          5.6,
          5.6,
          5.6,
          5.5,
          5.3,
          5.2,
          5.1,
          5,
          5,
          4.9,
          4.9,
          5,
          5,
          5,
          5,
          4.9,
          4.9,
          4.8,
          4.8,
          4.8,
          4.7,
          4.7,
          4.6,
          4.4,
          4.3,
          4.2,
          4.2,
          4.2,
          4.2,
          4.2,
          4.2,
          4.2,
          4.1,
          4,
          3.9,
          3.8,
          3.8,
          3.8,
          3.8,
          4.7,
          3.9,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3.9,
          3.8,
          3.7,
          3.7,
          3.7,
          3.6,
          3.6,
          3.5,
          3.4,
          3.3,
          3.2,
          3.3,
          3.4,
          3.5,
          3.7,
          3.8,
          3.9,
          3.9,
          4,
          4.1,
          4.2,
          4.4,
          4.6,
          4.7,
          4.8,
          4.8,
          4.9,
          5,
          5.2,
          5.5,
          5.8,
          6,
          6.2,
          6.3,
          6.3,
          6.3,
          6.3,
          6.3,
          6.2,
          6.1,
          6,
          6,
          6,
          6.2,
          6.3,
          6.5,
          6.8,
          7,
          7.2,
          7.3,
          7.4,
          7.4,
          7.4,
          7.3,
          7.1,
          6.9,
          6.8,
          6.7,
          6.7,
          6.7,
          6.8,
          6.9,
          6.9,
          7,
          7,
          7.1,
          7.2,
          7.2,
          7.2,
          7.2,
          7.1,
          7,
          6.9,
          6.8,
          6.7,
          6.6,
          6.6,
          6.6,
          6.6,
          6.7,
          6.7,
          6.8,
          6.9,
          6.9,
          7,
          7,
          7.1,
          7.1,
          7.1,
          7.2,
          7.2,
          7.1,
          7,
          7,
          6.9,
          6.9,
          6.9,
          6.9,
          7,
          7.1,
          7.2,
          7.3,
          7.3,
          7.3,
          7.2,
          7.2,
          7.2,
          7.3,
          7.4,
          7.6,
          7.9,
          8.1,
          8.4,
          8.7,
          9.1,
          9.6,
          10.1,
          10.9,
          11.8,
          12.5,
          13.1,
          13.6,
          14,
          14,
          13.8,
          13.7,
          13.5,
          13.4,
          13.3,
          13.2,
          13.1,
          12.9,
          12.7,
          12.5,
          12.4,
          12.3,
          12,
          11.7,
          11.5,
          11.2,
          10.8,
          10.5,
          10.4,
          9.9,
          10,
          10.1,
          10.2,
          10.2,
          10.1,
          9.9,
          9.8,
          9.6,
          9.4,
          9.2,
          9.1,
          9.1,
          9.1,
          9.1,
          9.1,
          9,
          9,
          9,
          9,
          9,
          9,
          9,
          9,
          8.9,
          8.9,
          8.8,
          8.8,
          8.8,
          8.8,
          8.6,
          8.5,
          8.4,
          8.2,
          8.1,
          8,
          7.9,
          7.7,
          7.5,
          7.4,
          7.2,
          7,
          6.8,
          6.6,
          6.4,
          6.2,
          6,
          5.9,
          5.8,
          5.7,
          5.6,
          5.5,
          5.4,
          5.2,
          5.1,
          5,
          5,
          4.9,
          4.9,
          4.9,
          5,
          5,
          5,
          5,
          5,
          5,
          5.1,
          5.1,
          5.1,
          5,
          4.8,
          4.7,
          4.5,
          4.3,
          4.3,
          4.4,
          4.5,
          4.6,
          4.7,
          4.8,
          4.7,
          4.6,
          4.5,
          4.4,
          4.3,
          4.1,
          4,
          4,
          4,
          4,
          4.1,
          4.1,
          4.2,
          4.2,
          4.2,
          4.2,
          4.1,
          4.1,
          4.1,
          4.1,
          4.1,
          4.1,
          4.1,
          4,
          3.9,
          3.8,
          3.8,
          3.8,
          3.7,
          22.6,
          19.1,
          14.4,
          12.4,
          9.9,
          8.7,
          7.5,
          7.1,
          7,
          6.5,
          6.4,
          6.2,
          6.2,
          6.2,
          6.2,
          6.2,
          5.9,
          5.6,
          5.3,
          4.9,
          4.6,
          4.4,
          4.2,
          4.1,
          4,
          4,
          4,
          4.1,
          4.3,
          4.3,
          4.4,
          4.4,
          4.3,
          4.3,
          4.3,
          4.1,
          3.8,
          3.7,
          3.6,
          3.6,
          3.7,
          3.9,
          4.1
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Ohio<br>Month & Year=%{x}<br>Unemployment Rate=%{y}<extra></extra>",
         "legendgroup": " Ohio",
         "line": {
          "color": "#FECB52",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Ohio",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
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          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
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          "1981-06-01T00:00:00",
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          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
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          "1983-09-01T00:00:00",
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          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
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          "1984-06-01T00:00:00",
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          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
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          "1987-01-01T00:00:00",
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          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
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          "1989-01-01T00:00:00",
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          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
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          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
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          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
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          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
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          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
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          "1998-01-01T00:00:00",
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          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
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          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
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          "2005-09-01T00:00:00",
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          "2005-12-01T00:00:00",
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          "2006-02-01T00:00:00",
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          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
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          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
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          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
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          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
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          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
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          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
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          "2015-01-01T00:00:00",
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          "2015-03-01T00:00:00",
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          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
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          "2016-01-01T00:00:00",
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          "2020-01-01T00:00:00",
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          "2022-01-01T00:00:00",
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          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
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          6.5,
          6.5,
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          5.9,
          5.9,
          5.8,
          5.7,
          5.6,
          5.4,
          5.4,
          5.3,
          5.3,
          5.2,
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          5,
          5,
          5,
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          4.5,
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          6,
          6,
          6,
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          4.5,
          4.4,
          4.4,
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          5,
          5,
          5,
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          4.5,
          4.5,
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          4.6,
          4.6,
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          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
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          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
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          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
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          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
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          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
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          "2002-05-01T00:00:00",
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          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
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          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
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          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
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          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
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          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
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          "2008-01-01T00:00:00",
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          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
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          "2009-08-01T00:00:00",
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          "2009-10-01T00:00:00",
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          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
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          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
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          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
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          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
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          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-02-01T00:00:00",
          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-05-01T00:00:00",
          "2020-06-01T00:00:00",
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          "2020-12-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-02-01T00:00:00",
          "2021-03-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-05-01T00:00:00",
          "2021-06-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-08-01T00:00:00",
          "2021-09-01T00:00:00",
          "2021-10-01T00:00:00",
          "2021-11-01T00:00:00",
          "2021-12-01T00:00:00",
          "2022-01-01T00:00:00",
          "2022-02-01T00:00:00",
          "2022-03-01T00:00:00",
          "2022-04-01T00:00:00",
          "2022-05-01T00:00:00",
          "2022-06-01T00:00:00",
          "2022-07-01T00:00:00",
          "2022-08-01T00:00:00",
          "2022-09-01T00:00:00",
          "2022-10-01T00:00:00",
          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
          "2023-02-01T00:00:00",
          "2023-03-01T00:00:00",
          "2023-04-01T00:00:00",
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          6.5,
          6.5,
          6.5,
          6.4,
          6.4,
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          7.5,
          7.5,
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          10.9,
          10.9,
          10.8,
          10.7,
          10.5,
          10.3,
          10.1,
          10,
          10,
          10,
          10,
          10,
          9.9,
          9.8,
          9.6,
          9.5,
          9.5,
          9.5,
          9.5,
          9.5,
          9.4,
          9.3,
          9.2,
          9,
          8.7,
          8.5,
          8.4,
          8.2,
          8.2,
          8.2,
          8.2,
          8.2,
          8.2,
          8.1,
          8.1,
          8.1,
          8,
          8,
          8,
          8,
          8,
          8,
          8,
          8,
          8,
          7.9,
          7.8,
          7.7,
          7.6,
          7.5,
          7.3,
          7.2,
          7,
          6.7,
          6.5,
          6.3,
          6,
          5.9,
          5.7,
          5.5,
          5.4,
          5.3,
          5.3,
          5.3,
          5.3,
          5.2,
          5.2,
          5.2,
          5.2,
          5.2,
          5.2,
          5.2,
          5.2,
          5.2,
          5.1,
          5.1,
          5,
          4.9,
          4.9,
          4.9,
          5,
          5,
          5.1,
          5.1,
          5.1,
          5.1,
          5,
          5,
          5,
          4.9,
          4.9,
          4.8,
          4.8,
          4.6,
          4.5,
          4.4,
          4.3,
          4.2,
          4.2,
          4.2,
          4.2,
          4.2,
          4.2,
          4.2,
          4.2,
          4.2,
          4.2,
          4.2,
          4.2,
          4.2,
          4.2,
          4.1,
          4.1,
          4.1,
          4.1,
          4.1,
          4.1,
          4.1,
          4,
          4,
          4.1,
          4.1,
          4.1,
          4.1,
          16.7,
          12.8,
          5.3,
          5.8,
          5.2,
          5,
          4.8,
          4.8,
          4.7,
          4.6,
          4.5,
          4.5,
          4.5,
          4.5,
          4.5,
          4.5,
          4.5,
          4.4,
          4.3,
          4.2,
          4.1,
          4,
          3.9,
          3.8,
          3.8,
          3.8,
          3.9,
          3.9,
          4,
          4,
          4,
          3.9,
          3.9,
          3.9,
          3.9,
          3.8,
          3.7,
          3.8,
          3.8,
          3.9,
          4,
          4.1,
          4.2
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Georgia<br>Month & Year=%{x}<br>Unemployment Rate=%{y}<extra></extra>",
         "legendgroup": " Georgia",
         "line": {
          "color": "#00cc96",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Georgia",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
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          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
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          "2002-10-01T00:00:00",
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          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
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          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
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          "2003-09-01T00:00:00",
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          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
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          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
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          "2004-09-01T00:00:00",
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          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
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          "2006-02-01T00:00:00",
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          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
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          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
          "2019-09-01T00:00:00",
          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-02-01T00:00:00",
          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-05-01T00:00:00",
          "2020-06-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-08-01T00:00:00",
          "2020-09-01T00:00:00",
          "2020-10-01T00:00:00",
          "2020-11-01T00:00:00",
          "2020-12-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-02-01T00:00:00",
          "2021-03-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-05-01T00:00:00",
          "2021-06-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-08-01T00:00:00",
          "2021-09-01T00:00:00",
          "2021-10-01T00:00:00",
          "2021-11-01T00:00:00",
          "2021-12-01T00:00:00",
          "2022-01-01T00:00:00",
          "2022-02-01T00:00:00",
          "2022-03-01T00:00:00",
          "2022-04-01T00:00:00",
          "2022-05-01T00:00:00",
          "2022-06-01T00:00:00",
          "2022-07-01T00:00:00",
          "2022-08-01T00:00:00",
          "2022-09-01T00:00:00",
          "2022-10-01T00:00:00",
          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
          "2023-02-01T00:00:00",
          "2023-03-01T00:00:00",
          "2023-04-01T00:00:00",
          "2023-05-01T00:00:00",
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          "2023-07-01T00:00:00",
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          "2023-10-01T00:00:00"
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         "xaxis": "x",
         "y": [
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          6.6,
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          7.9,
          8.2,
          8.4,
          8.6,
          8.8,
          8.9,
          8.9,
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          8.8,
          8.6,
          8.5,
          8.3,
          8,
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          7.1,
          6.9,
          6.8,
          6.7,
          6.5,
          6.4,
          6.4,
          6.3,
          6.2,
          6.1,
          6.1,
          6,
          6,
          6,
          6,
          5.9,
          5.9,
          5.9,
          6,
          6,
          6.1,
          6.1,
          6.1,
          6.1,
          6.1,
          6.1,
          6,
          6,
          5.9,
          5.9,
          5.7,
          5.6,
          5.5,
          5.4,
          5.3,
          5.2,
          5.2,
          5.3,
          5.3,
          5.3,
          5.3,
          5.2,
          5.2,
          5.2,
          5.1,
          5.1,
          5,
          4.9,
          4.8,
          4.6,
          4.5,
          4.4,
          4.3,
          4.3,
          4.3,
          4.3,
          4.3,
          4.3,
          4.3,
          4.3,
          4.3,
          4.2,
          4.2,
          4.2,
          4.2,
          4.3,
          4.3,
          4.3,
          4.4,
          4.4,
          4.4,
          4.5,
          4.5,
          4.5,
          4.6,
          4.6,
          4.6,
          4.6,
          4.6,
          4.6,
          4.7,
          4.7,
          4.8,
          4.8,
          4.9,
          5,
          5.1,
          5.2,
          5.2,
          5.3,
          5.2,
          5.2,
          5.1,
          5,
          5,
          5,
          5,
          5,
          5,
          5,
          5,
          5,
          5,
          5.1,
          5.1,
          5.1,
          5.1,
          5,
          5,
          5,
          5,
          5,
          5,
          5,
          5,
          4.9,
          4.9,
          4.8,
          4.7,
          4.6,
          4.6,
          4.6,
          4.5,
          4.4,
          4.3,
          4.1,
          4,
          3.9,
          3.9,
          3.9,
          3.9,
          3.8,
          3.8,
          3.7,
          3.7,
          3.7,
          3.7,
          3.7,
          3.7,
          3.7,
          3.6,
          3.6,
          3.6,
          3.6,
          3.7,
          3.7,
          3.8,
          3.8,
          3.9,
          3.9,
          3.9,
          3.9,
          3.8,
          3.8,
          3.7,
          3.7,
          3.6,
          3.6,
          3.5,
          3.5,
          3.4,
          3.4,
          3.3,
          3.3,
          3.2,
          3.1,
          3.1,
          3,
          3,
          2.9,
          2.8,
          2.8,
          2.7,
          2.6,
          2.6,
          2.6,
          2.6,
          2.7,
          2.7,
          2.7,
          2.7,
          2.6,
          2.6,
          2.5,
          2.5,
          2.6,
          2.7,
          2.8,
          2.8,
          2.8,
          2.8,
          2.8,
          2.8,
          2.8,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          3,
          3,
          3.1,
          3.2,
          3.2,
          3.2,
          3.2,
          3.3,
          3.3,
          3.4,
          3.5,
          3.6,
          3.7,
          3.8,
          3.9,
          4,
          4.1,
          4.3,
          4.4,
          4.6,
          4.6,
          4.6,
          4.6,
          4.6,
          4.5,
          4.4,
          4.3,
          4.3,
          4.3,
          4.4,
          4.4,
          4.5,
          4.5,
          4.6,
          4.7,
          4.8,
          4.9,
          4.9,
          5,
          4.9,
          4.9,
          4.9,
          4.8,
          4.8,
          4.7,
          4.7,
          4.7,
          4.7,
          4.6,
          4.6,
          4.6,
          4.5,
          4.4,
          4.4,
          4.3,
          4.3,
          4.2,
          4.2,
          4.1,
          4.1,
          4,
          4,
          4,
          4,
          4.1,
          4.1,
          4.1,
          4.1,
          4.1,
          4,
          3.9,
          3.9,
          3.9,
          3.9,
          4,
          4.1,
          4.2,
          4.3,
          4.3,
          4.4,
          4.4,
          4.4,
          4.4,
          4.5,
          4.6,
          4.6,
          4.7,
          4.7,
          4.8,
          4.8,
          4.7,
          4.7,
          4.7,
          4.8,
          4.9,
          5.1,
          5.3,
          5.4,
          5.6,
          5.7,
          6,
          6.3,
          6.7,
          7.2,
          7.6,
          7.9,
          8.1,
          8.2,
          8.2,
          8.1,
          8,
          8,
          7.9,
          7.9,
          7.8,
          7.8,
          7.7,
          7.6,
          7.5,
          7.4,
          7.3,
          7.2,
          7.3,
          7.3,
          7.3,
          7.2,
          7.1,
          6.9,
          6.8,
          6.7,
          6.7,
          6.7,
          6.7,
          6.7,
          6.6,
          6.4,
          6.2,
          6,
          5.9,
          5.8,
          5.7,
          5.7,
          5.7,
          5.7,
          5.7,
          5.7,
          5.7,
          5.6,
          5.6,
          5.5,
          5.4,
          5.4,
          5.3,
          5.2,
          5.2,
          5.1,
          5.1,
          5,
          5,
          4.9,
          4.8,
          4.8,
          4.7,
          4.7,
          4.6,
          4.6,
          4.5,
          4.4,
          4.3,
          4.2,
          4.1,
          4,
          4,
          3.9,
          3.9,
          3.8,
          3.8,
          3.8,
          3.8,
          3.8,
          3.8,
          3.8,
          3.8,
          3.8,
          3.7,
          3.8,
          3.8,
          3.8,
          3.8,
          3.8,
          3.8,
          3.8,
          3.8,
          3.9,
          3.9,
          4,
          4,
          4,
          3.9,
          3.8,
          3.7,
          3.6,
          3.5,
          3.5,
          3.5,
          3.4,
          3.4,
          3.4,
          3.4,
          3.3,
          3.3,
          3.1,
          3.1,
          3,
          3,
          2.9,
          2.9,
          2.9,
          2.9,
          3,
          3.1,
          3.2,
          3.2,
          3.3,
          3.3,
          3.2,
          3.2,
          3.2,
          3.2,
          3.2,
          3.2,
          3.3,
          3.3,
          3.3,
          3.3,
          3.4,
          3.5,
          3.6,
          8.8,
          11.1,
          8.6,
          7.8,
          6.8,
          6.2,
          5.5,
          5.1,
          4.8,
          4.5,
          4.3,
          4.1,
          4,
          3.9,
          3.9,
          3.8,
          3.7,
          3.6,
          3.4,
          3.2,
          3,
          2.8,
          2.6,
          2.4,
          2.3,
          2.4,
          2.4,
          2.6,
          2.7,
          2.9,
          3,
          3,
          2.9,
          2.9,
          3,
          2.8,
          2.8,
          2.9,
          2.9,
          3,
          3.1,
          3.1,
          3.2
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Massachusetts<br>Month & Year=%{x}<br>Unemployment Rate=%{y}<extra></extra>",
         "legendgroup": " Massachusetts",
         "line": {
          "color": "#FFA15A",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Massachusetts",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
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          5.8,
          5.8,
          5.5,
          5.2,
          4.8,
          4.6,
          4.2,
          3.9,
          4,
          3.9,
          3.7,
          3.7,
          3.7,
          3.7,
          3.7,
          3.9,
          3.7,
          3.8,
          3.7,
          3.7,
          3.5,
          3.7,
          3.5,
          3.1,
          2.8,
          2.6,
          2.5,
          2.6,
          2.6,
          2.8
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= New Mexico<br>Month & Year=%{x}<br>Unemployment Rate=%{y}<extra></extra>",
         "legendgroup": " New Mexico",
         "line": {
          "color": "#19d3f3",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " New Mexico",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
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          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
          "2019-09-01T00:00:00",
          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-02-01T00:00:00",
          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-05-01T00:00:00",
          "2020-06-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-08-01T00:00:00",
          "2020-09-01T00:00:00",
          "2020-10-01T00:00:00",
          "2020-11-01T00:00:00",
          "2020-12-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-02-01T00:00:00",
          "2021-03-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-05-01T00:00:00",
          "2021-06-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-08-01T00:00:00",
          "2021-09-01T00:00:00",
          "2021-10-01T00:00:00",
          "2021-11-01T00:00:00",
          "2021-12-01T00:00:00",
          "2022-01-01T00:00:00",
          "2022-02-01T00:00:00",
          "2022-03-01T00:00:00",
          "2022-04-01T00:00:00",
          "2022-05-01T00:00:00",
          "2022-06-01T00:00:00",
          "2022-07-01T00:00:00",
          "2022-08-01T00:00:00",
          "2022-09-01T00:00:00",
          "2022-10-01T00:00:00",
          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
          "2023-02-01T00:00:00",
          "2023-03-01T00:00:00",
          "2023-04-01T00:00:00",
          "2023-05-01T00:00:00",
          "2023-06-01T00:00:00",
          "2023-07-01T00:00:00",
          "2023-08-01T00:00:00",
          "2023-09-01T00:00:00",
          "2023-10-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
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          5.7,
          5.7,
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          5.6,
          5.6,
          5.8,
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          6.1,
          6.3,
          6.4,
          6.5,
          6.6,
          6.6,
          6.6,
          6.5,
          6.4,
          6.3,
          6.2,
          6.2,
          6.2,
          6.2,
          6.2,
          6.2,
          6.2,
          6.1,
          6,
          5.9,
          5.8,
          5.6,
          5.5,
          5.3,
          5.2,
          5.1,
          5,
          5,
          4.9,
          4.8,
          4.7,
          4.6,
          4.5,
          4.5,
          4.6,
          4.6,
          4.7,
          4.6,
          4.5,
          4.4,
          4.5,
          4.6,
          5,
          5.4,
          5.9,
          6.4,
          6.6,
          6.7,
          6.6,
          6.4,
          6.3,
          6.2,
          6.1,
          6,
          6,
          5.8,
          5.6,
          5.4,
          5.3,
          5.2,
          5.3,
          5.4,
          5.7,
          5.9,
          6.2,
          6.4,
          6.6,
          6.8,
          7.1,
          7.4,
          7.7,
          8.1,
          8.5,
          8.7,
          8.9,
          8.9,
          8.8,
          8.6,
          8.4,
          8.1,
          7.7,
          7.3,
          6.9,
          6.5,
          6.1,
          5.9,
          5.6,
          5.5,
          5.3,
          5.2,
          5.2,
          5.3,
          5.3,
          5.4,
          5.6,
          5.6,
          5.7,
          5.7,
          5.8,
          5.8,
          5.8,
          5.8,
          5.8,
          5.8,
          5.9,
          5.9,
          6,
          6.1,
          6.1,
          6.1,
          6.2,
          6.3,
          6.5,
          6.8,
          7,
          7.1,
          7.3,
          7.4,
          7.6,
          7.8,
          8,
          8.1,
          8.3,
          8.3,
          8.4,
          8.3,
          8.2,
          8,
          7.8,
          7.6,
          7.3,
          7.1,
          7,
          7,
          6.9,
          6.9,
          6.9,
          6.8,
          6.7,
          6.6,
          6.5,
          6.4,
          6.4,
          6.3,
          6.3,
          6.2,
          6,
          5.9,
          5.8,
          5.7,
          5.7,
          5.6,
          5.6,
          5.6,
          5.6,
          5.6,
          5.6,
          5.5,
          5.4,
          5.3,
          5.2,
          5.2,
          5.1,
          5.1,
          5.1,
          5.2,
          5.2,
          5.1,
          5.1,
          5.1,
          5.1,
          5.1,
          5.1,
          5.1,
          5.2,
          5.2,
          5.2,
          5.2,
          5.2,
          5.2,
          5.3,
          5.4,
          5.6,
          5.7,
          5.8,
          5.9,
          6,
          6.1,
          6.2,
          6.2,
          6.2,
          6.2,
          6.2,
          6.1,
          6.1,
          6.1,
          6,
          6,
          5.8,
          5.7,
          5.5,
          5.4,
          5.3,
          5.1,
          5,
          5,
          4.9,
          4.9,
          4.8,
          4.7,
          4.6,
          4.5,
          4.3,
          4.2,
          4,
          3.9,
          3.8,
          3.7,
          3.6,
          3.6,
          3.6,
          3.7,
          3.8,
          3.9,
          4,
          4.1,
          4.2,
          4.2,
          4.2,
          4.2,
          4.2,
          4.2,
          4.2,
          4.2,
          4.3,
          4.3,
          4.3,
          4.3,
          4.3,
          4.2,
          4.1,
          4,
          3.9,
          3.9,
          3.8,
          3.6,
          3.5,
          3.4,
          3.3,
          3.2,
          3.2,
          3.2,
          3.2,
          3.2,
          3.3,
          3.4,
          3.5,
          3.6,
          3.6,
          3.7,
          3.7,
          3.7,
          3.8,
          3.8,
          3.7,
          3.6,
          3.4,
          3.3,
          3.1,
          3,
          3,
          3,
          3,
          3.1,
          3.1,
          3.1,
          3,
          3,
          2.9,
          2.9,
          2.8,
          2.7,
          2.7,
          2.7,
          2.7,
          2.8,
          2.8,
          2.8,
          2.8,
          2.7,
          2.7,
          2.7,
          2.7,
          2.8,
          2.9,
          3.1,
          3.3,
          3.4,
          3.7,
          4,
          4.4,
          4.8,
          5.2,
          5.5,
          5.7,
          5.8,
          5.8,
          5.7,
          5.7,
          5.6,
          5.6,
          5.6,
          5.6,
          5.6,
          5.7,
          5.8,
          5.9,
          6,
          6.1,
          6.2,
          6.3,
          6.3,
          6.3,
          6.2,
          6.1,
          6,
          6,
          5.9,
          5.8,
          5.8,
          5.7,
          5.6,
          5.6,
          5.5,
          5.5,
          5.5,
          5.5,
          5.5,
          5.4,
          5.4,
          5.4,
          5.4,
          5.3,
          5.3,
          5.2,
          5.1,
          5,
          4.9,
          4.9,
          4.9,
          4.8,
          4.7,
          4.6,
          4.5,
          4.4,
          4.4,
          4.4,
          4.4,
          4.3,
          4.3,
          4.2,
          4.1,
          3.9,
          3.8,
          3.7,
          3.5,
          3.5,
          3.4,
          3.4,
          3.5,
          3.6,
          3.7,
          3.9,
          4,
          4.1,
          4.1,
          4.2,
          4.2,
          4.3,
          4.4,
          4.5,
          4.7,
          4.8,
          5,
          5.2,
          5.4,
          5.7,
          6.1,
          6.6,
          7,
          7.4,
          7.7,
          8,
          8.1,
          8.1,
          8.1,
          8.2,
          8.3,
          8.4,
          8.6,
          8.8,
          9,
          9.1,
          9.1,
          9,
          9,
          9.1,
          9.2,
          9.3,
          9.4,
          9.4,
          9.3,
          9.1,
          8.9,
          8.8,
          8.7,
          8.7,
          8.7,
          8.7,
          8.6,
          8.6,
          8.6,
          8.5,
          8.4,
          8.4,
          8.3,
          8.3,
          8.3,
          8.2,
          8.2,
          8.1,
          7.9,
          7.8,
          7.6,
          7.5,
          7.4,
          7.3,
          7.2,
          7.1,
          7,
          6.9,
          6.8,
          6.8,
          6.7,
          6.5,
          6.4,
          6.2,
          6.1,
          6,
          5.8,
          5.6,
          5.4,
          5.2,
          5,
          4.8,
          4.6,
          4.5,
          4.4,
          4.3,
          4.2,
          4.1,
          4.1,
          4.1,
          4,
          3.9,
          3.8,
          3.7,
          3.6,
          3.5,
          3.4,
          3.4,
          3.3,
          3.3,
          3.3,
          3.3,
          3.3,
          3.3,
          3.2,
          3.2,
          3.1,
          3,
          3,
          2.9,
          2.7,
          2.6,
          2.5,
          2.4,
          2.4,
          2.4,
          2.5,
          2.6,
          2.7,
          2.8,
          2.8,
          2.8,
          2.8,
          2.9,
          2.9,
          2.9,
          3,
          3,
          3.1,
          3.1,
          3.1,
          3.2,
          3.2,
          3.1,
          3.1,
          3,
          2.9,
          2.7,
          2.6,
          2.6,
          2.5,
          2.5,
          2.5,
          2.6,
          2.6,
          2.7,
          2.8,
          3,
          3.2,
          3.3,
          11.1,
          11.6,
          11.2,
          6.4,
          6.2,
          6.3,
          6.2,
          6.3,
          6.4,
          6.3,
          6.3,
          6.1,
          6.1,
          5.9,
          5.8,
          5.6,
          5.3,
          4.9,
          4.6,
          4.4,
          4.2,
          4,
          3.6,
          3.3,
          3.1,
          2.9,
          2.8,
          2.7,
          2.6,
          2.8,
          2.8,
          2.8,
          2.8,
          2.8,
          2.9,
          2.8,
          2.8,
          2.8,
          2.8,
          2.9,
          3.1,
          3.2,
          3.3
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Virginia<br>Month & Year=%{x}<br>Unemployment Rate=%{y}<extra></extra>",
         "legendgroup": " Virginia",
         "line": {
          "color": "#B6E880",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Virginia",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
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          "1978-09-01T00:00:00",
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          "1980-03-01T00:00:00",
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          "1982-01-01T00:00:00",
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          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
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          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
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          "2001-09-01T00:00:00",
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          "2002-06-01T00:00:00",
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          "2002-09-01T00:00:00",
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          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
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          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
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          "2011-09-01T00:00:00",
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          "2011-11-01T00:00:00",
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          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
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          "2013-01-01T00:00:00",
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          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
          "2019-09-01T00:00:00",
          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-02-01T00:00:00",
          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-05-01T00:00:00",
          "2020-06-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-08-01T00:00:00",
          "2020-09-01T00:00:00",
          "2020-10-01T00:00:00",
          "2020-11-01T00:00:00",
          "2020-12-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-02-01T00:00:00",
          "2021-03-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-05-01T00:00:00",
          "2021-06-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-08-01T00:00:00",
          "2021-09-01T00:00:00",
          "2021-10-01T00:00:00",
          "2021-11-01T00:00:00",
          "2021-12-01T00:00:00",
          "2022-01-01T00:00:00",
          "2022-02-01T00:00:00",
          "2022-03-01T00:00:00",
          "2022-04-01T00:00:00",
          "2022-05-01T00:00:00",
          "2022-06-01T00:00:00",
          "2022-07-01T00:00:00",
          "2022-08-01T00:00:00",
          "2022-09-01T00:00:00",
          "2022-10-01T00:00:00",
          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
          "2023-02-01T00:00:00",
          "2023-03-01T00:00:00",
          "2023-04-01T00:00:00",
          "2023-05-01T00:00:00",
          "2023-06-01T00:00:00",
          "2023-07-01T00:00:00",
          "2023-08-01T00:00:00",
          "2023-09-01T00:00:00",
          "2023-10-01T00:00:00"
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         "xaxis": "x",
         "y": [
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          9.5,
          9.4,
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          9.2,
          9.3,
          9.4,
          9.3,
          9.2,
          9,
          8.7,
          8.2,
          7.8,
          7.4,
          7.1,
          6.8,
          6.6,
          6.4,
          6.1,
          5.9,
          5.7,
          5.6,
          5.6,
          5.7,
          5.8,
          5.9,
          6.1,
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          6.4,
          6.6,
          6.8,
          7,
          7,
          7,
          6.9,
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          6.7,
          6.7,
          6.7,
          6.7,
          6.7,
          6.6,
          6.5,
          6.4,
          6.4,
          6.8,
          7.3,
          8,
          8.7,
          9.2,
          9.4,
          9.3,
          9.1,
          8.9,
          8.9,
          9,
          9.1,
          9.3,
          9.4,
          9.4,
          9.4,
          9.4,
          9.4,
          9.6,
          9.9,
          10.2,
          10.5,
          10.8,
          11,
          11.2,
          11.2,
          11.2,
          11.1,
          11.1,
          11.1,
          11.3,
          11.5,
          11.7,
          11.9,
          12,
          11.9,
          11.7,
          11.4,
          11.1,
          10.9,
          10.8,
          10.7,
          10.6,
          10.5,
          10.4,
          10.1,
          9.9,
          9.6,
          9.5,
          9.4,
          9.3,
          9.3,
          9.3,
          9.2,
          9.2,
          9.2,
          9.2,
          9.2,
          9.2,
          9.2,
          9.1,
          9,
          9,
          8.9,
          8.7,
          8.6,
          8.4,
          8.3,
          8.2,
          8.2,
          8.3,
          8.4,
          8.5,
          8.6,
          8.6,
          8.5,
          8.3,
          8.1,
          7.8,
          7.5,
          7.2,
          6.9,
          6.7,
          6.5,
          6.3,
          6.2,
          6.1,
          6,
          6,
          6,
          6.1,
          6.2,
          6.2,
          6.2,
          6.1,
          6,
          5.9,
          5.9,
          5.9,
          5.9,
          5.8,
          5.8,
          5.7,
          5.6,
          5.5,
          5.4,
          5.4,
          5.4,
          5.4,
          5.4,
          5.4,
          5.4,
          5.4,
          5.3,
          5.3,
          5.3,
          5.3,
          5.2,
          5.2,
          5.1,
          5.1,
          5.1,
          5.1,
          5.2,
          5.3,
          5.5,
          5.6,
          5.7,
          5.7,
          5.7,
          5.7,
          5.8,
          5.8,
          5.9,
          5.9,
          5.9,
          6,
          6.1,
          6.2,
          6.3,
          6.6,
          6.8,
          7.1,
          7.2,
          7.3,
          7.4,
          7.3,
          7.3,
          7.2,
          7.2,
          7.2,
          7.3,
          7.3,
          7.3,
          7.3,
          7.2,
          7.2,
          7.2,
          7.2,
          7.2,
          7.2,
          7.2,
          7,
          6.9,
          6.7,
          6.5,
          6.3,
          6.2,
          6,
          5.8,
          5.7,
          5.5,
          5.3,
          5.2,
          5,
          4.9,
          4.8,
          4.7,
          4.6,
          4.5,
          4.5,
          4.6,
          4.7,
          4.7,
          4.8,
          4.8,
          4.8,
          4.8,
          4.9,
          5,
          5.1,
          5.2,
          5.4,
          5.5,
          5.5,
          5.5,
          5.5,
          5.5,
          5.6,
          5.6,
          5.7,
          5.8,
          5.9,
          5.9,
          5.9,
          5.8,
          5.7,
          5.6,
          5.5,
          5.4,
          5.4,
          5.4,
          5.4,
          5.3,
          5.3,
          5.3,
          5.4,
          5.4,
          5.5,
          5.6,
          5.7,
          5.7,
          5.8,
          5.8,
          5.9,
          5.8,
          5.8,
          5.7,
          5.6,
          5.6,
          5.5,
          5.5,
          5.6,
          5.6,
          5.5,
          5.4,
          5.3,
          5.2,
          5.1,
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          5,
          5.1,
          5.1,
          5.2,
          5.3,
          5.3,
          5.3,
          5.3,
          5.3,
          5.2,
          5.2,
          5.3,
          5.4,
          5.6,
          5.8,
          5.9,
          6.1,
          6.3,
          6.5,
          6.9,
          7.3,
          7.6,
          7.8,
          7.9,
          7.9,
          7.8,
          7.6,
          7.4,
          7.3,
          7.2,
          7.2,
          7.2,
          7.3,
          7.4,
          7.5,
          7.6,
          7.8,
          8,
          8.2,
          8.3,
          8.4,
          8.3,
          8.2,
          8,
          7.9,
          7.8,
          7.7,
          7.7,
          7.7,
          7.6,
          7.6,
          7.5,
          7.4,
          7.3,
          7.3,
          7.2,
          7.1,
          6.9,
          6.8,
          6.6,
          6.5,
          6.4,
          6.3,
          6.2,
          6.2,
          6.2,
          6.1,
          6.1,
          6,
          5.9,
          5.8,
          5.6,
          5.5,
          5.4,
          5.4,
          5.3,
          5.4,
          5.4,
          5.4,
          5.4,
          5.4,
          5.3,
          5.2,
          5.1,
          5,
          5,
          5,
          5,
          5.1,
          5.2,
          5.3,
          5.3,
          5.4,
          5.3,
          5.2,
          5.1,
          5.1,
          5.1,
          5.2,
          5.4,
          5.7,
          6,
          6.4,
          6.9,
          7.4,
          8.1,
          8.9,
          9.7,
          10.5,
          11,
          11.3,
          11.3,
          11.2,
          11,
          10.8,
          10.7,
          10.6,
          10.7,
          10.7,
          10.8,
          10.9,
          10.9,
          10.9,
          10.8,
          10.7,
          10.7,
          10.6,
          10.6,
          10.6,
          10.5,
          10.3,
          10.1,
          9.8,
          9.7,
          9.6,
          9.6,
          9.7,
          9.7,
          9.6,
          9.6,
          9.4,
          9.3,
          9.2,
          9.1,
          9,
          9,
          8.9,
          8.9,
          8.9,
          8.8,
          8.7,
          8.7,
          8.6,
          8.6,
          8.5,
          8.4,
          8.3,
          8.2,
          8,
          7.9,
          7.8,
          7.7,
          7.6,
          7.4,
          7.3,
          7.2,
          7.2,
          7.2,
          7.1,
          7,
          6.9,
          6.8,
          6.7,
          6.6,
          6.5,
          6.4,
          6.3,
          6.2,
          6,
          5.8,
          5.8,
          5.7,
          5.7,
          5.6,
          5.5,
          5.5,
          5.4,
          5.3,
          5.2,
          5.1,
          5,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          4.8,
          4.7,
          4.5,
          4.4,
          4.3,
          4.1,
          4,
          3.9,
          3.9,
          4,
          4,
          4.1,
          4.1,
          4.2,
          4.2,
          4.1,
          4.1,
          4.1,
          4,
          4,
          3.9,
          3.9,
          3.8,
          3.9,
          4,
          4.1,
          4.2,
          4.3,
          4.3,
          4.2,
          4.1,
          4,
          3.8,
          3.8,
          3.7,
          3.7,
          3.6,
          3.5,
          3.5,
          3.4,
          3.4,
          3.5,
          3.6,
          3.7,
          13.7,
          11.8,
          10.2,
          9.2,
          8,
          7.5,
          6.9,
          6.7,
          6.6,
          6.4,
          6.3,
          6.1,
          5.9,
          5.6,
          5.4,
          5.1,
          4.8,
          4.5,
          4.3,
          4.1,
          4,
          3.8,
          3.7,
          3.5,
          3.6,
          3.7,
          3.9,
          4.1,
          4.3,
          4.6,
          4.8,
          4.8,
          4.8,
          4.8,
          4.7,
          4.4,
          4,
          3.7,
          3.5,
          3.4,
          3.4,
          3.5,
          3.6
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Maryland<br>Month & Year=%{x}<br>Unemployment Rate=%{y}<extra></extra>",
         "legendgroup": " Maryland",
         "line": {
          "color": "#636efa",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Maryland",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
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          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
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          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
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          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
          "2019-09-01T00:00:00",
          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-02-01T00:00:00",
          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-05-01T00:00:00",
          "2020-06-01T00:00:00",
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          "2021-02-01T00:00:00",
          "2021-03-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-05-01T00:00:00",
          "2021-06-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-08-01T00:00:00",
          "2021-09-01T00:00:00",
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          "2021-12-01T00:00:00",
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          "2022-02-01T00:00:00",
          "2022-03-01T00:00:00",
          "2022-04-01T00:00:00",
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          "2022-06-01T00:00:00",
          "2022-07-01T00:00:00",
          "2022-08-01T00:00:00",
          "2022-09-01T00:00:00",
          "2022-10-01T00:00:00",
          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
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          "2023-02-01T00:00:00",
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          4.4,
          4.3,
          4.3,
          4.4,
          4.4,
          4.5,
          4.6,
          4.7,
          4.9,
          5.2,
          5.6,
          6.2,
          6.8,
          7.3,
          7.7,
          7.9,
          8.5,
          8.6,
          8.4,
          8.2,
          8,
          7.9,
          7.8,
          7.7,
          7.5,
          7.4,
          7.4,
          7.4,
          7.6,
          7.9,
          8.1,
          8.4,
          8.7,
          9,
          9.3,
          9.6,
          9.9,
          10.1,
          10.3,
          10.4,
          10.6,
          10.8,
          11,
          11.3,
          11.5,
          11.5,
          11.3,
          11,
          10.5,
          10.1,
          9.7,
          9.5,
          9.2,
          9,
          8.8,
          8.5,
          8.1,
          7.8,
          7.6,
          7.5,
          7.4,
          7.3,
          7.3,
          7.2,
          7.2,
          7.1,
          7,
          7,
          7,
          7.1,
          7.1,
          7.2,
          7.2,
          7.2,
          7.2,
          7.2,
          7.1,
          7.1,
          7.1,
          7,
          7,
          7,
          7,
          7,
          7,
          7,
          6.9,
          6.8,
          6.7,
          6.6,
          6.5,
          6.5,
          6.4,
          6.3,
          6.2,
          6.1,
          6,
          5.8,
          5.7,
          5.6,
          5.6,
          5.5,
          5.4,
          5.3,
          5.1,
          4.9,
          4.7,
          4.6,
          4.5,
          4.4,
          4.3,
          4.3,
          4.3,
          4.2,
          4.2,
          4.1,
          4.1,
          4.1,
          4.1,
          4.2,
          4.3,
          4.3,
          4.4,
          4.4,
          4.4,
          4.4,
          4.3,
          4.3,
          4.2,
          4.2,
          4.1,
          4.1,
          4.1,
          4.1,
          4.1,
          4.2,
          4.3,
          4.5,
          4.7,
          4.9,
          5.1,
          5.4,
          5.6,
          5.7,
          5.7,
          5.6,
          5.4,
          5.3,
          5.2,
          5.2,
          5.2,
          5.1,
          5.1,
          5,
          5,
          4.9,
          5,
          5.1,
          5.2,
          5.3,
          5.3,
          5.3,
          5.2,
          5,
          4.8,
          4.6,
          4.5,
          4.4,
          4.3,
          4.4,
          4.2,
          4.3,
          4.3,
          4.3,
          4.3,
          4.4,
          4.5,
          4.5,
          4.5,
          4.5,
          4.4,
          4.3,
          4.3,
          4.2,
          4.1,
          4.1,
          4,
          3.8,
          3.7,
          3.7,
          3.7,
          3.7,
          3.7,
          3.7,
          3.7,
          3.7,
          3.7,
          3.7,
          3.7,
          3.8,
          3.8,
          3.8,
          3.8,
          3.7,
          3.7,
          3.7,
          3.6,
          3.5,
          3.5,
          3.4,
          3.5,
          3.5,
          3.6,
          3.6,
          3.6,
          3.6,
          3.6,
          3.5,
          3.5,
          3.5,
          3.4,
          3.4,
          3.4,
          3.3,
          3.3,
          3.2,
          3.2,
          3.1,
          3.1,
          3.2,
          3.2,
          3.3,
          3.4,
          3.5,
          3.5,
          3.4,
          3.3,
          3.2,
          3.1,
          3.1,
          3,
          3,
          3,
          3,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.2,
          3.3,
          3.4,
          3.5,
          3.5,
          3.6,
          3.6,
          3.6,
          3.7,
          3.8,
          3.9,
          4,
          4.1,
          4.2,
          4.3,
          4.4,
          4.5,
          4.7,
          4.9,
          5.1,
          5.3,
          5.4,
          5.4,
          5.5,
          5.4,
          5.4,
          5.3,
          5.2,
          5.2,
          5.2,
          5.2,
          5.3,
          5.4,
          5.5,
          5.6,
          5.7,
          5.7,
          5.8,
          5.8,
          5.8,
          5.7,
          5.6,
          5.5,
          5.4,
          5.3,
          5.2,
          5.2,
          5.1,
          5.1,
          5,
          5,
          4.9,
          4.9,
          4.9,
          4.8,
          4.8,
          4.8,
          4.8,
          4.7,
          4.7,
          4.7,
          4.7,
          4.7,
          4.7,
          4.8,
          4.8,
          4.8,
          4.8,
          4.7,
          4.7,
          4.6,
          4.5,
          4.5,
          4.6,
          4.6,
          4.7,
          4.7,
          4.8,
          4.8,
          4.8,
          4.8,
          4.8,
          4.8,
          4.8,
          4.8,
          4.8,
          4.8,
          4.9,
          4.9,
          4.9,
          4.9,
          4.8,
          4.7,
          4.5,
          4.4,
          4.3,
          4.4,
          4.4,
          4.6,
          4.7,
          4.9,
          5.2,
          5.6,
          6.1,
          6.7,
          7.4,
          8.1,
          8.6,
          9,
          9.3,
          9.4,
          9.3,
          9.3,
          9.3,
          9.2,
          9.3,
          9.3,
          9.3,
          9.2,
          9,
          8.8,
          8.6,
          8.4,
          8.3,
          8.2,
          8.2,
          8.1,
          8,
          7.9,
          7.8,
          7.7,
          7.6,
          7.6,
          7.6,
          7.6,
          7.6,
          7.6,
          7.5,
          7.4,
          7.3,
          7.1,
          7,
          6.9,
          6.9,
          7,
          7,
          7,
          7,
          6.9,
          6.9,
          6.8,
          6.8,
          6.9,
          6.9,
          6.9,
          6.9,
          6.9,
          6.8,
          6.7,
          6.7,
          6.6,
          6.5,
          6.4,
          6.3,
          6.1,
          6,
          5.9,
          5.7,
          5.6,
          5.5,
          5.4,
          5.3,
          5.1,
          5,
          5,
          4.9,
          4.8,
          4.7,
          4.7,
          4.6,
          4.6,
          4.5,
          4.4,
          4.4,
          4.3,
          4.3,
          4.2,
          4.2,
          4.2,
          4.1,
          4.1,
          4,
          4,
          4,
          3.9,
          3.9,
          3.9,
          3.9,
          3.8,
          3.7,
          3.6,
          3.5,
          3.4,
          3.3,
          3.3,
          3.2,
          3.3,
          3.3,
          3.3,
          3.2,
          3.2,
          3.1,
          3,
          2.9,
          2.9,
          2.9,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3.1,
          3.1,
          3.2,
          3.2,
          3.3,
          3.3,
          3.3,
          3.2,
          3.2,
          3.1,
          3.1,
          3,
          2.9,
          14.1,
          10.5,
          8.7,
          7.6,
          6.3,
          5.7,
          5.1,
          4.9,
          4.8,
          4.6,
          4.5,
          4.4,
          4.3,
          4.1,
          4,
          3.8,
          3.7,
          3.4,
          3.3,
          3.1,
          2.9,
          2.8,
          2.8,
          2.8,
          2.8,
          2.9,
          2.9,
          3,
          3.1,
          3.1,
          3,
          3,
          3,
          2.9,
          2.7,
          2.5,
          2.4,
          2.4,
          2.5,
          2.6,
          2.9,
          3.1,
          3.2
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Alaska<br>Month & Year=%{x}<br>Unemployment Rate=%{y}<extra></extra>",
         "legendgroup": " Alaska",
         "line": {
          "color": "#00cc96",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Alaska",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
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          6.6,
          6.7,
          6.7,
          6.7,
          6.7,
          6.7,
          6.6,
          6.6,
          6.5,
          6.5,
          6.5,
          6.5,
          6.5,
          6.5,
          6.5,
          6.5,
          6.5,
          6.4,
          6.4,
          6.3,
          6.2,
          6.1,
          6,
          5.9,
          5.9,
          5.9,
          5.9,
          5.9,
          6,
          6,
          6,
          5.9,
          5.7,
          5.6,
          5.6,
          5.6,
          5.6,
          5.6,
          5.5,
          5.4,
          5.3,
          5.3,
          5.4,
          5.4,
          5.5,
          11.8,
          11.9,
          11.4,
          11.3,
          7.6,
          7.6,
          7.3,
          7.2,
          7.3,
          7.1,
          7.1,
          7,
          7,
          6.8,
          6.8,
          6.5,
          6.3,
          5.9,
          5.8,
          5.5,
          5.4,
          5.1,
          4.7,
          4.3,
          4.1,
          3.9,
          3.9,
          3.8,
          3.6,
          3.7,
          3.8,
          3.7,
          3.7,
          3.8,
          3.8,
          3.7,
          3.7,
          3.6,
          3.7,
          3.8,
          3.9,
          4.1,
          4.3
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Arkansas<br>Month & Year=%{x}<br>Unemployment Rate=%{y}<extra></extra>",
         "legendgroup": " Arkansas",
         "line": {
          "color": "#ab63fa",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Arkansas",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
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          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
          "2019-09-01T00:00:00",
          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-02-01T00:00:00",
          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-05-01T00:00:00",
          "2020-06-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-08-01T00:00:00",
          "2020-09-01T00:00:00",
          "2020-10-01T00:00:00",
          "2020-11-01T00:00:00",
          "2020-12-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-02-01T00:00:00",
          "2021-03-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-05-01T00:00:00",
          "2021-06-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-08-01T00:00:00",
          "2021-09-01T00:00:00",
          "2021-10-01T00:00:00",
          "2021-11-01T00:00:00",
          "2021-12-01T00:00:00",
          "2022-01-01T00:00:00",
          "2022-02-01T00:00:00",
          "2022-03-01T00:00:00",
          "2022-04-01T00:00:00",
          "2022-05-01T00:00:00",
          "2022-06-01T00:00:00",
          "2022-07-01T00:00:00",
          "2022-08-01T00:00:00",
          "2022-09-01T00:00:00",
          "2022-10-01T00:00:00",
          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
          "2023-02-01T00:00:00",
          "2023-03-01T00:00:00",
          "2023-04-01T00:00:00",
          "2023-05-01T00:00:00",
          "2023-06-01T00:00:00",
          "2023-07-01T00:00:00",
          "2023-08-01T00:00:00",
          "2023-09-01T00:00:00",
          "2023-10-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
          7.4,
          7.4,
          7.3,
          7.2,
          7,
          6.9,
          6.8,
          6.8,
          6.8,
          6.8,
          6.9,
          7,
          7.1,
          7.2,
          7.2,
          7.1,
          7,
          6.8,
          6.7,
          6.6,
          6.5,
          6.4,
          6.2,
          6,
          5.8,
          5.6,
          5.6,
          5.6,
          5.7,
          5.7,
          5.7,
          5.6,
          5.5,
          5.4,
          5.3,
          5.2,
          5.2,
          5.1,
          5,
          4.9,
          4.8,
          4.7,
          4.7,
          4.8,
          4.9,
          5.1,
          5.2,
          5.4,
          5.6,
          5.8,
          6.1,
          6.4,
          6.6,
          6.9,
          7.1,
          7.2,
          7.2,
          7.2,
          7.3,
          7.3,
          7.3,
          7.4,
          7.4,
          7.5,
          7.6,
          7.8,
          8,
          8.3,
          8.6,
          9,
          9.3,
          9.6,
          9.8,
          10,
          10.2,
          10.5,
          10.7,
          10.8,
          10.9,
          11,
          11.2,
          11.3,
          11.4,
          11.5,
          11.5,
          11.4,
          11.3,
          11,
          10.7,
          10.2,
          9.8,
          9.3,
          8.9,
          8.5,
          8.2,
          7.9,
          7.6,
          7.4,
          7.2,
          7,
          6.8,
          6.8,
          6.8,
          6.8,
          6.9,
          6.8,
          6.7,
          6.6,
          6.4,
          6.3,
          6.4,
          6.5,
          6.8,
          7,
          7.1,
          7.2,
          7.1,
          7,
          6.9,
          6.9,
          6.8,
          6.8,
          6.8,
          6.7,
          6.5,
          6.4,
          6.2,
          6.1,
          6,
          6,
          6,
          6.1,
          6.1,
          6.1,
          6,
          5.9,
          5.6,
          5.4,
          5.2,
          5.1,
          5.1,
          5.1,
          5.1,
          5.1,
          5,
          4.9,
          4.8,
          4.8,
          4.7,
          4.7,
          4.6,
          4.5,
          4.5,
          4.4,
          4.4,
          4.3,
          4.3,
          4.3,
          4.3,
          4.4,
          4.5,
          4.6,
          4.7,
          4.8,
          4.9,
          4.9,
          4.9,
          4.8,
          4.7,
          4.7,
          4.7,
          4.7,
          4.7,
          4.8,
          4.9,
          4.9,
          5,
          5.1,
          5.3,
          5.4,
          5.5,
          5.7,
          5.8,
          5.9,
          5.9,
          6,
          6.1,
          6.2,
          6.4,
          6.5,
          6.6,
          6.7,
          6.7,
          6.7,
          6.7,
          6.7,
          6.7,
          6.7,
          6.7,
          6.7,
          6.7,
          6.8,
          6.9,
          7,
          7.1,
          7.3,
          7.5,
          7.6,
          7.6,
          7.6,
          7.5,
          7.3,
          7.2,
          7,
          6.9,
          6.9,
          6.9,
          6.8,
          6.7,
          6.6,
          6.4,
          6.2,
          6.1,
          5.9,
          5.8,
          5.7,
          5.5,
          5.3,
          5.1,
          5,
          5,
          4.9,
          4.9,
          5,
          5,
          5.1,
          5.2,
          5.3,
          5.3,
          5.4,
          5.4,
          5.5,
          5.6,
          5.7,
          5.7,
          5.8,
          5.8,
          5.8,
          5.7,
          5.7,
          5.7,
          5.6,
          5.5,
          5.4,
          5.2,
          5,
          4.8,
          4.6,
          4.4,
          4.2,
          4,
          3.8,
          3.6,
          3.5,
          3.4,
          3.3,
          3.3,
          3.4,
          3.4,
          3.6,
          3.7,
          3.8,
          3.9,
          3.9,
          3.9,
          4,
          4,
          4,
          4.1,
          4.1,
          4.1,
          4.1,
          4.2,
          4.2,
          4.3,
          4.3,
          4.2,
          4.1,
          4,
          3.9,
          3.8,
          3.7,
          3.7,
          3.7,
          3.7,
          3.6,
          3.6,
          3.6,
          3.6,
          3.9,
          4.1,
          4.4,
          4.7,
          4.9,
          5,
          5.2,
          5.4,
          5.6,
          5.8,
          6,
          6.1,
          6.2,
          6.3,
          6.3,
          6.4,
          6.4,
          6.3,
          6.3,
          6.3,
          6.4,
          6.4,
          6.6,
          6.7,
          6.8,
          6.9,
          6.9,
          7,
          7.1,
          7.2,
          7.3,
          7.4,
          7.4,
          7.4,
          7.3,
          7.2,
          7.2,
          7.2,
          7.3,
          7.4,
          7.4,
          7.5,
          7.5,
          7.5,
          7.5,
          7.5,
          7.5,
          7.5,
          7.5,
          7.5,
          7.5,
          7.4,
          7.3,
          7.2,
          7.2,
          7.2,
          7.2,
          7.3,
          7.3,
          7.2,
          7.2,
          7.1,
          7.1,
          7,
          7,
          7,
          7,
          6.9,
          6.8,
          6.8,
          6.7,
          6.6,
          6.5,
          6.4,
          6.3,
          6.2,
          6.1,
          6,
          6,
          5.9,
          6,
          6,
          6,
          6,
          5.9,
          6,
          6,
          6.1,
          6.3,
          6.6,
          6.9,
          7.3,
          7.6,
          8,
          8.4,
          8.9,
          9.4,
          10,
          10.5,
          10.9,
          11.2,
          11.4,
          11.5,
          11.6,
          11.8,
          11.9,
          12,
          12,
          12.1,
          12,
          11.8,
          11.7,
          11.5,
          11.3,
          11.2,
          11.1,
          11.1,
          11.1,
          11,
          10.9,
          10.9,
          10.8,
          10.7,
          10.7,
          10.7,
          10.7,
          10.7,
          10.6,
          10.5,
          10.3,
          10.1,
          9.9,
          9.7,
          9.6,
          9.5,
          9.4,
          9.4,
          9.3,
          9.2,
          9,
          8.8,
          8.7,
          8.6,
          8.5,
          8.4,
          8.4,
          8.3,
          8.1,
          7.9,
          7.7,
          7.5,
          7.4,
          7.2,
          7,
          6.8,
          6.5,
          6.3,
          6.1,
          6,
          6,
          6,
          6.1,
          6.2,
          6.3,
          6.5,
          6.5,
          6.6,
          6.5,
          6.5,
          6.4,
          6.4,
          6.3,
          6.2,
          6.1,
          6,
          5.8,
          5.7,
          5.6,
          5.5,
          5.4,
          5.4,
          5.3,
          5.3,
          5.2,
          5.1,
          5.1,
          5,
          4.9,
          4.8,
          4.7,
          4.6,
          4.5,
          4.5,
          4.4,
          4.3,
          4.2,
          4.2,
          4.1,
          4.1,
          4.2,
          4.2,
          4.2,
          4.2,
          4.2,
          4.1,
          3.9,
          3.7,
          3.5,
          3.3,
          3.2,
          3.2,
          3.3,
          3.3,
          3.3,
          3.3,
          3.3,
          3.2,
          3.2,
          3.2,
          3.1,
          3.1,
          2.9,
          2.7,
          2.6,
          2.5,
          2.4,
          2.5,
          2.5,
          2.7,
          2.8,
          2.9,
          3.1,
          11.7,
          9.2,
          7.8,
          7.1,
          6.2,
          5.8,
          5.3,
          5,
          4.9,
          4.6,
          4.4,
          4.3,
          4.2,
          4.1,
          4.1,
          4,
          3.9,
          3.7,
          3.6,
          3.5,
          3.4,
          3.3,
          3.3,
          3.2,
          3.2,
          3.2,
          3.2,
          3.2,
          3.3,
          3.3,
          3.3,
          3.3,
          3.3,
          3.2,
          3.2,
          3.2,
          3.1,
          3.1,
          3.1,
          3.1,
          3,
          2.9,
          2.9
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= West Virginia<br>Month & Year=%{x}<br>Unemployment Rate=%{y}<extra></extra>",
         "legendgroup": " West Virginia",
         "line": {
          "color": "#19d3f3",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " West Virginia",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
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          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
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          "1980-04-01T00:00:00",
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          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
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          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
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          "1992-04-01T00:00:00",
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          "2000-06-01T00:00:00",
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          "2002-02-01T00:00:00",
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          "2002-04-01T00:00:00",
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          "2002-06-01T00:00:00",
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          "2002-09-01T00:00:00",
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          "2002-11-01T00:00:00",
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          "2004-06-01T00:00:00",
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          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
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          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
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          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
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          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
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          "2013-01-01T00:00:00",
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          "2014-01-01T00:00:00",
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          "2014-06-01T00:00:00",
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          "2015-01-01T00:00:00",
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          "2016-01-01T00:00:00",
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          "2018-10-01T00:00:00",
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          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
          "2019-09-01T00:00:00",
          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-02-01T00:00:00",
          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-05-01T00:00:00",
          "2020-06-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-08-01T00:00:00",
          "2020-09-01T00:00:00",
          "2020-10-01T00:00:00",
          "2020-11-01T00:00:00",
          "2020-12-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-02-01T00:00:00",
          "2021-03-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-05-01T00:00:00",
          "2021-06-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-08-01T00:00:00",
          "2021-09-01T00:00:00",
          "2021-10-01T00:00:00",
          "2021-11-01T00:00:00",
          "2021-12-01T00:00:00",
          "2022-01-01T00:00:00",
          "2022-02-01T00:00:00",
          "2022-03-01T00:00:00",
          "2022-04-01T00:00:00",
          "2022-05-01T00:00:00",
          "2022-06-01T00:00:00",
          "2022-07-01T00:00:00",
          "2022-08-01T00:00:00",
          "2022-09-01T00:00:00",
          "2022-10-01T00:00:00",
          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
          "2023-02-01T00:00:00",
          "2023-03-01T00:00:00",
          "2023-04-01T00:00:00",
          "2023-05-01T00:00:00",
          "2023-06-01T00:00:00",
          "2023-07-01T00:00:00",
          "2023-08-01T00:00:00",
          "2023-09-01T00:00:00",
          "2023-10-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
          10.2,
          10.2,
          10.1,
          10,
          9.8,
          9.7,
          9.7,
          9.6,
          9.6,
          9.5,
          9.4,
          9.3,
          9.3,
          9.2,
          9.1,
          9,
          8.8,
          8.6,
          8.4,
          8.2,
          8,
          7.7,
          7.4,
          7.1,
          6.8,
          6.5,
          6.3,
          6.1,
          5.9,
          5.7,
          5.6,
          5.6,
          5.6,
          5.7,
          5.8,
          5.8,
          5.8,
          5.6,
          5.4,
          5.1,
          4.9,
          4.8,
          4.7,
          4.7,
          4.8,
          4.9,
          5,
          5.2,
          5.4,
          5.7,
          6.1,
          6.6,
          7,
          7.2,
          7.4,
          7.3,
          7.1,
          6.8,
          6.5,
          6.2,
          6.1,
          5.9,
          5.9,
          5.8,
          5.8,
          5.8,
          5.8,
          6,
          6.2,
          6.6,
          7,
          7.4,
          7.8,
          8.2,
          8.7,
          9.1,
          9.5,
          9.8,
          10.2,
          10.6,
          11,
          11.3,
          11.6,
          11.7,
          11.6,
          11.4,
          11,
          10.6,
          10.1,
          9.6,
          9.1,
          8.5,
          7.8,
          7.1,
          6.5,
          6,
          5.7,
          5.4,
          5.1,
          4.8,
          4.6,
          4.5,
          4.4,
          4.5,
          4.7,
          5,
          5.3,
          5.5,
          5.7,
          5.9,
          6.1,
          6.3,
          6.5,
          6.6,
          6.7,
          6.7,
          6.6,
          6.5,
          6.4,
          6.3,
          6.4,
          6.5,
          6.6,
          6.8,
          6.9,
          7.1,
          7.2,
          7.3,
          7.4,
          7.5,
          7.5,
          7.4,
          7.3,
          7.2,
          7,
          6.8,
          6.5,
          6.4,
          6.2,
          6.1,
          6.1,
          6.1,
          6.2,
          6.2,
          6.3,
          6.3,
          6.4,
          6.5,
          6.5,
          6.6,
          6.6,
          6.6,
          6.5,
          6.4,
          6.2,
          6,
          5.8,
          5.6,
          5.5,
          5.4,
          5.3,
          5.3,
          5.2,
          5.1,
          5,
          4.9,
          4.9,
          4.9,
          5,
          5.2,
          5.3,
          5.4,
          5.4,
          5.3,
          5.3,
          5.2,
          5.2,
          5.2,
          5.1,
          5,
          4.9,
          4.9,
          5,
          5.1,
          5.3,
          5.5,
          5.8,
          6.1,
          6.4,
          6.8,
          7.1,
          7.4,
          7.6,
          7.8,
          7.8,
          7.8,
          7.8,
          7.7,
          7.6,
          7.5,
          7.4,
          7.3,
          7.3,
          7.2,
          7.1,
          7,
          6.8,
          6.6,
          6.4,
          6.2,
          6.1,
          6,
          6,
          6,
          6.1,
          6.1,
          6.2,
          6.2,
          6.2,
          6.3,
          6.3,
          6.4,
          6.4,
          6.3,
          6.3,
          6.1,
          5.9,
          5.7,
          5.5,
          5.4,
          5.4,
          5.4,
          5.4,
          5.4,
          5.3,
          5.3,
          5.2,
          5.1,
          5.1,
          5.1,
          5.2,
          5.3,
          5.4,
          5.4,
          5.5,
          5.6,
          5.6,
          5.6,
          5.6,
          5.6,
          5.6,
          5.5,
          5.3,
          5.2,
          5,
          4.8,
          4.6,
          4.5,
          4.4,
          4.4,
          4.4,
          4.3,
          4.3,
          4.3,
          4.3,
          4.3,
          4.3,
          4.3,
          4.2,
          4.2,
          4.2,
          4.2,
          4.3,
          4.3,
          4.3,
          4.4,
          4.4,
          4.5,
          4.6,
          4.6,
          4.6,
          4.6,
          4.6,
          4.5,
          4.4,
          4.3,
          4.2,
          4.2,
          4.1,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3.9,
          3.9,
          3.9,
          4,
          4,
          4.1,
          4.2,
          4.2,
          4.3,
          4.4,
          4.6,
          4.8,
          5.1,
          5.4,
          5.7,
          5.9,
          6,
          6.1,
          6.2,
          6.2,
          6.2,
          6.2,
          6.2,
          6.2,
          6.2,
          6.1,
          6.1,
          6,
          6,
          5.9,
          5.9,
          5.9,
          5.9,
          5.9,
          5.9,
          5.8,
          5.7,
          5.6,
          5.5,
          5.4,
          5.4,
          5.3,
          5.3,
          5.2,
          5.1,
          5,
          4.9,
          4.8,
          4.7,
          4.7,
          4.6,
          4.6,
          4.6,
          4.6,
          4.7,
          4.7,
          4.7,
          4.7,
          4.7,
          4.7,
          4.7,
          4.7,
          4.6,
          4.6,
          4.5,
          4.4,
          4.4,
          4.4,
          4.4,
          4.4,
          4.4,
          4.3,
          4.2,
          4.2,
          4.1,
          4,
          3.9,
          3.9,
          3.8,
          3.7,
          3.6,
          3.5,
          3.5,
          3.5,
          3.7,
          3.8,
          4,
          4.1,
          4.3,
          4.4,
          4.6,
          4.9,
          5.2,
          5.5,
          5.9,
          6.2,
          6.6,
          6.9,
          7.3,
          7.7,
          8.2,
          8.6,
          8.9,
          9.2,
          9.5,
          9.7,
          10,
          10.1,
          10.3,
          10.4,
          10.5,
          10.6,
          10.6,
          10.6,
          10.6,
          10.5,
          10.4,
          10.3,
          10.2,
          10.2,
          10.1,
          10.1,
          10,
          10,
          9.8,
          9.8,
          9.7,
          9.6,
          9.6,
          9.6,
          9.5,
          9.4,
          9.3,
          9.1,
          9,
          8.8,
          8.7,
          8.6,
          8.6,
          8.5,
          8.5,
          8.4,
          8.3,
          8.2,
          8.1,
          8.1,
          8.1,
          8.1,
          8.1,
          8.1,
          8,
          8,
          7.9,
          7.9,
          7.8,
          7.8,
          7.7,
          7.6,
          7.5,
          7.4,
          7.2,
          7.1,
          7,
          6.9,
          6.9,
          6.8,
          6.7,
          6.7,
          6.7,
          6.6,
          6.5,
          6.4,
          6.4,
          6.3,
          6.2,
          6.2,
          6.1,
          6.1,
          6.1,
          6,
          6,
          5.9,
          5.8,
          5.8,
          5.7,
          5.6,
          5.6,
          5.6,
          5.5,
          5.5,
          5.5,
          5.4,
          5.4,
          5.4,
          5.3,
          5.3,
          5.2,
          5.2,
          5.1,
          5,
          5,
          4.9,
          4.9,
          4.8,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          4.8,
          4.8,
          4.7,
          4.7,
          4.7,
          4.7,
          4.7,
          4.8,
          4.9,
          5,
          5,
          5,
          5,
          4.9,
          4.8,
          4.8,
          4.8,
          4.8,
          4.8,
          4.7,
          4.7,
          4.7,
          4.7,
          4.8,
          4.8,
          4.9,
          13.8,
          11.2,
          9.7,
          8.9,
          8,
          7.6,
          7,
          6.8,
          6.6,
          6.4,
          6.2,
          6,
          5.8,
          5.5,
          5.2,
          5,
          4.7,
          4.4,
          4.1,
          3.9,
          3.7,
          3.6,
          3.6,
          3.6,
          3.6,
          3.7,
          3.8,
          3.9,
          4,
          4,
          4.1,
          4,
          4,
          3.8,
          3.7,
          3.5,
          3.4,
          3.4,
          3.5,
          3.6,
          3.8,
          4,
          4.2
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Tennessee<br>Month & Year=%{x}<br>Unemployment Rate=%{y}<extra></extra>",
         "legendgroup": " Tennessee",
         "line": {
          "color": "#FF97FF",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Tennessee",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
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          "2007-07-01T00:00:00",
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          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
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          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
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          "1983-11-01T00:00:00",
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          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
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          "1985-01-01T00:00:00",
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          "1986-01-01T00:00:00",
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          "1987-01-01T00:00:00",
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          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
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          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
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          "1989-09-01T00:00:00",
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          "1989-11-01T00:00:00",
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          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
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          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
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          "1991-09-01T00:00:00",
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          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
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          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
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          "1996-11-01T00:00:00",
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          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
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          "1997-04-01T00:00:00",
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          "1998-01-01T00:00:00",
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          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
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          "2005-09-01T00:00:00",
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          "2007-09-01T00:00:00",
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          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
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          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
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          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
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          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
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          "2015-01-01T00:00:00",
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          "2015-03-01T00:00:00",
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          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
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          "2016-01-01T00:00:00",
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          "2021-01-01T00:00:00",
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          "2022-01-01T00:00:00",
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          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
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          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
          "2019-09-01T00:00:00",
          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-02-01T00:00:00",
          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-05-01T00:00:00",
          "2020-06-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-08-01T00:00:00",
          "2020-09-01T00:00:00",
          "2020-10-01T00:00:00",
          "2020-11-01T00:00:00",
          "2020-12-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-02-01T00:00:00",
          "2021-03-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-05-01T00:00:00",
          "2021-06-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-08-01T00:00:00",
          "2021-09-01T00:00:00",
          "2021-10-01T00:00:00",
          "2021-11-01T00:00:00",
          "2021-12-01T00:00:00",
          "2022-01-01T00:00:00",
          "2022-02-01T00:00:00",
          "2022-03-01T00:00:00",
          "2022-04-01T00:00:00",
          "2022-05-01T00:00:00",
          "2022-06-01T00:00:00",
          "2022-07-01T00:00:00",
          "2022-08-01T00:00:00",
          "2022-09-01T00:00:00",
          "2022-10-01T00:00:00",
          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
          "2023-02-01T00:00:00",
          "2023-03-01T00:00:00",
          "2023-04-01T00:00:00",
          "2023-05-01T00:00:00",
          "2023-06-01T00:00:00",
          "2023-07-01T00:00:00",
          "2023-08-01T00:00:00",
          "2023-09-01T00:00:00",
          "2023-10-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
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          6.3,
          6.3,
          6.4,
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          6.7,
          6.8,
          6.8,
          6.9,
          6.9,
          6.9,
          6.9,
          6.9,
          6.8,
          6.8,
          6.7,
          6.7,
          6.7,
          6.7,
          6.8,
          7,
          7.2,
          7.4,
          7.5,
          7.6,
          7.6,
          7.5,
          7.3,
          7.1,
          6.9,
          6.7,
          6.5,
          6.3,
          6.2,
          6,
          5.9,
          5.9,
          5.9,
          6.1,
          6.3,
          6.5,
          6.8,
          7,
          7.1,
          7.2,
          7.1,
          7,
          6.9,
          6.8,
          6.8,
          6.8,
          6.8,
          6.8,
          6.8,
          6.9,
          7,
          7.2,
          7.4,
          7.6,
          7.7,
          7.9,
          8,
          8.1,
          8.2,
          8.3,
          8.4,
          8.4,
          8.5,
          8.6,
          8.7,
          9,
          9.2,
          9.4,
          9.5,
          9.6,
          9.7,
          9.8,
          10,
          10.1,
          10.4,
          10.6,
          10.9,
          11.2,
          11.4,
          11.7,
          11.9,
          12.1,
          12.2,
          12.2,
          12.1,
          11.9,
          11.6,
          11.3,
          10.9,
          10.5,
          10.2,
          10,
          9.9,
          9.8,
          9.8,
          9.8,
          9.9,
          10.1,
          10.3,
          10.4,
          10.7,
          10.8,
          11,
          11.1,
          11.2,
          11.2,
          11.3,
          11.4,
          11.5,
          11.5,
          11.6,
          11.6,
          11.6,
          11.6,
          11.7,
          11.8,
          12,
          12.2,
          12.3,
          12.5,
          12.6,
          12.7,
          12.8,
          12.8,
          12.9,
          12.8,
          12.8,
          12.6,
          12.5,
          12.3,
          12.1,
          11.9,
          11.8,
          11.6,
          11.5,
          11.5,
          11.4,
          11.4,
          11.3,
          11.2,
          11.1,
          10.9,
          10.9,
          10.8,
          10.7,
          10.6,
          10.5,
          10.4,
          10.2,
          10,
          9.8,
          9.6,
          9.3,
          9,
          8.7,
          8.4,
          8,
          7.7,
          7.3,
          7,
          6.7,
          6.4,
          6.2,
          6.1,
          5.9,
          5.8,
          5.8,
          5.8,
          5.9,
          6.1,
          6.3,
          6.5,
          6.7,
          6.9,
          7,
          7.1,
          7.2,
          7.3,
          7.3,
          7.3,
          7.3,
          7.2,
          7.2,
          7.1,
          7.2,
          7.3,
          7.4,
          7.5,
          7.6,
          7.8,
          7.9,
          8,
          8,
          8.1,
          8,
          8,
          7.8,
          7.7,
          7.6,
          7.5,
          7.4,
          7.4,
          7.4,
          7.3,
          7.3,
          7.3,
          7.4,
          7.4,
          7.6,
          7.7,
          7.8,
          7.9,
          7.9,
          7.9,
          7.8,
          7.7,
          7.7,
          7.7,
          7.6,
          7.6,
          7.5,
          7.3,
          7.2,
          7.1,
          7.1,
          7.1,
          7,
          7,
          6.9,
          6.8,
          6.7,
          6.7,
          6.6,
          6.7,
          6.7,
          6.7,
          6.7,
          6.7,
          6.6,
          6.5,
          6.5,
          6.4,
          6.4,
          6.3,
          6.3,
          6.2,
          6.2,
          6.2,
          6.1,
          6.1,
          6.1,
          6.1,
          6,
          5.9,
          5.8,
          5.7,
          5.6,
          5.5,
          5.5,
          5.4,
          5.4,
          5.4,
          5.5,
          5.6,
          5.7,
          5.7,
          5.7,
          5.6,
          5.5,
          5.4,
          5.3,
          5.2,
          5.1,
          5,
          4.9,
          4.9,
          4.9,
          5,
          5,
          5,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          5,
          5,
          5.1,
          5.2,
          5.2,
          5.3,
          5.4,
          5.4,
          5.5,
          5.5,
          5.5,
          5.5,
          5.4,
          5.3,
          5.3,
          5.4,
          5.5,
          5.7,
          5.9,
          6.1,
          6.1,
          6.2,
          6.1,
          6.1,
          6,
          6,
          5.9,
          5.9,
          5.9,
          5.9,
          5.9,
          6,
          6,
          6.1,
          6.2,
          6.4,
          6.5,
          6.6,
          6.7,
          6.6,
          6.4,
          6.2,
          6,
          5.9,
          5.8,
          5.8,
          5.8,
          5.9,
          5.9,
          5.8,
          5.8,
          5.7,
          5.6,
          5.5,
          5.5,
          5.5,
          5.6,
          5.6,
          5.6,
          5.5,
          5.5,
          5.5,
          5.4,
          5.5,
          5.6,
          11.4,
          11.4,
          11.3,
          6.4,
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          4.3,
          4,
          3.9,
          3.9,
          3.9,
          3.9,
          4,
          4,
          4.1,
          4.1,
          4.1,
          4.2,
          4.2,
          4.3,
          4.3,
          4.2,
          4.1,
          4,
          3.9,
          3.9,
          3.9,
          4,
          4.1,
          4.1,
          4.1,
          4.2,
          4.3,
          4.4,
          4.6,
          4.8,
          5,
          5.2,
          5.5,
          5.7,
          6,
          6.2,
          6.5,
          6.8,
          6.9,
          7,
          7,
          7,
          7,
          7,
          7,
          7.1,
          7.1,
          7.2,
          7.3,
          7.3,
          7.4,
          7.4,
          7.6,
          7.7,
          7.8,
          7.8,
          7.8,
          7.8,
          7.8,
          7.7,
          7.6,
          7.5,
          7.4,
          7.4,
          7.4,
          7.3,
          7.3,
          7.3,
          7.3,
          7.2,
          7.1,
          7.1,
          7,
          7,
          6.9,
          6.8,
          6.7,
          6.6,
          6.5,
          6.4,
          6.5,
          6.6,
          6.7,
          6.8,
          6.8,
          6.7,
          6.7,
          6.6,
          6.5,
          6.4,
          6.2,
          6,
          5.9,
          5.7,
          5.6,
          5.6,
          5.7,
          5.8,
          6,
          6.2,
          6.4,
          6.6,
          6.7,
          6.8,
          6.8,
          6.8,
          6.8,
          6.7,
          6.6,
          6.5,
          6.4,
          6.3,
          6.1,
          6.1,
          6,
          6,
          6,
          6,
          6,
          6.1,
          6.1,
          6.1,
          6.1,
          6.1,
          6.1,
          6.1,
          6.1,
          6.1,
          6,
          5.9,
          5.8,
          5.7,
          5.5,
          5.4,
          5.2,
          5.1,
          4.9,
          4.8,
          4.8,
          4.7,
          4.7,
          4.7,
          4.7,
          4.7,
          4.8,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          4.8,
          4.8,
          4.8,
          4.8,
          4.7,
          4.6,
          4.5,
          4.4,
          4.4,
          4.4,
          4.5,
          4.7,
          4.8,
          4.8,
          4.8,
          4.8,
          4.8,
          4.7,
          6.7,
          13.5,
          12.2,
          11,
          10.3,
          9.1,
          8.7,
          8,
          7.6,
          7.4,
          7,
          6.8,
          6.6,
          6.4,
          6.1,
          5.9,
          5.5,
          5.2,
          4.8,
          4.5,
          4.3,
          4.1,
          4,
          3.9,
          3.7,
          3.6,
          3.5,
          3.5,
          3.5,
          3.5,
          3.6,
          3.6,
          3.6,
          3.5,
          3.5,
          3.6,
          3.6,
          3.6,
          3.6,
          3.6,
          3.4,
          3.3,
          3.3,
          3.3
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Iowa<br>Month & Year=%{x}<br>Unemployment Rate=%{y}<extra></extra>",
         "legendgroup": " Iowa",
         "line": {
          "color": "#EF553B",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Iowa",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
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          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
          "2019-09-01T00:00:00",
          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-02-01T00:00:00",
          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-05-01T00:00:00",
          "2020-06-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-08-01T00:00:00",
          "2020-09-01T00:00:00",
          "2020-10-01T00:00:00",
          "2020-11-01T00:00:00",
          "2020-12-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-02-01T00:00:00",
          "2021-03-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-05-01T00:00:00",
          "2021-06-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-08-01T00:00:00",
          "2021-09-01T00:00:00",
          "2021-10-01T00:00:00",
          "2021-11-01T00:00:00",
          "2021-12-01T00:00:00",
          "2022-01-01T00:00:00",
          "2022-02-01T00:00:00",
          "2022-03-01T00:00:00",
          "2022-04-01T00:00:00",
          "2022-05-01T00:00:00",
          "2022-06-01T00:00:00",
          "2022-07-01T00:00:00",
          "2022-08-01T00:00:00",
          "2022-09-01T00:00:00",
          "2022-10-01T00:00:00",
          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
          "2023-02-01T00:00:00",
          "2023-03-01T00:00:00",
          "2023-04-01T00:00:00",
          "2023-05-01T00:00:00",
          "2023-06-01T00:00:00",
          "2023-07-01T00:00:00",
          "2023-08-01T00:00:00",
          "2023-09-01T00:00:00",
          "2023-10-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
          3.4,
          3.4,
          3.4,
          3.5,
          3.6,
          3.7,
          3.8,
          3.9,
          4,
          4.1,
          4.1,
          4.2,
          4.3,
          4.4,
          4.4,
          4.5,
          4.5,
          4.5,
          4.5,
          4.5,
          4.5,
          4.5,
          4.4,
          4.3,
          4.3,
          4.2,
          4.1,
          4.1,
          4,
          4,
          4,
          4.1,
          4.1,
          4.2,
          4.2,
          4.3,
          4.3,
          4.3,
          4.3,
          4.3,
          4.2,
          4.1,
          4.1,
          4,
          4.1,
          4.1,
          4.2,
          4.2,
          4.2,
          4.2,
          4.4,
          4.6,
          4.8,
          5.1,
          5.2,
          5.3,
          5.3,
          5.3,
          5.2,
          5.1,
          5.1,
          5.1,
          5,
          5,
          4.9,
          4.8,
          4.8,
          4.8,
          4.8,
          4.9,
          4.9,
          5,
          5,
          5.1,
          5.2,
          5.3,
          5.4,
          5.5,
          5.6,
          5.7,
          5.8,
          6,
          6.2,
          6.3,
          6.4,
          6.4,
          6.4,
          6.3,
          6.1,
          6,
          5.8,
          5.6,
          5.5,
          5.4,
          5.3,
          5.3,
          5.3,
          5.3,
          5.3,
          5.3,
          5.3,
          5.3,
          5.4,
          5.4,
          5.4,
          5.4,
          5.4,
          5.4,
          5.4,
          5.4,
          5.4,
          5.4,
          5.4,
          5.5,
          5.5,
          5.5,
          5.5,
          5.5,
          5.5,
          5.5,
          5.6,
          5.7,
          5.7,
          5.8,
          5.8,
          5.7,
          5.6,
          5.5,
          5.4,
          5.3,
          5.3,
          5.2,
          5.2,
          5.1,
          5.1,
          5,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          4.8,
          4.8,
          4.7,
          4.6,
          4.6,
          4.6,
          4.6,
          4.6,
          4.6,
          4.6,
          4.6,
          4.6,
          4.6,
          4.5,
          4.4,
          4.4,
          4.3,
          4.3,
          4.2,
          4.3,
          4.3,
          4.3,
          4.3,
          4.3,
          4.2,
          4.1,
          4.2,
          4.1,
          4.1,
          4,
          4,
          4.1,
          4.1,
          4.2,
          4.2,
          4.2,
          4.2,
          4.2,
          4.2,
          4.3,
          4.4,
          4.4,
          4.5,
          4.5,
          4.4,
          4.4,
          4.3,
          4.3,
          4.3,
          4.4,
          4.4,
          4.5,
          4.6,
          4.6,
          4.6,
          4.6,
          4.6,
          4.6,
          4.6,
          4.6,
          4.6,
          4.5,
          4.5,
          4.4,
          4.4,
          4.3,
          4.3,
          4.3,
          4.3,
          4.2,
          4.2,
          4.2,
          4.1,
          4.1,
          4.1,
          4,
          3.9,
          3.8,
          3.7,
          3.6,
          3.6,
          3.6,
          3.6,
          3.6,
          3.5,
          3.5,
          3.5,
          3.4,
          3.4,
          3.3,
          3.3,
          3.3,
          3.3,
          3.3,
          3.3,
          3.3,
          3.2,
          3.2,
          3.2,
          3.2,
          3.2,
          3.2,
          3.2,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3,
          2.9,
          2.8,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.8,
          2.8,
          2.8,
          2.9,
          3,
          3,
          3.1,
          3.2,
          3.2,
          3.2,
          3.2,
          3.2,
          3.2,
          3.2,
          3.2,
          3.2,
          3.2,
          3.1,
          3.1,
          3.1,
          3,
          3,
          3,
          3,
          3,
          3,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.8,
          2.8,
          2.8,
          2.7,
          2.7,
          2.7,
          2.7,
          2.8,
          2.8,
          2.9,
          3,
          3,
          3.1,
          3.2,
          3.3,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.5,
          3.5,
          3.5,
          3.5,
          3.5,
          3.5,
          3.5,
          3.5,
          3.5,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.3,
          3.3,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.3,
          3.3,
          3.3,
          3.2,
          3.2,
          3.2,
          3.2,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3.1,
          3.1,
          3,
          3,
          3,
          2.9,
          2.8,
          2.8,
          2.9,
          3,
          3.1,
          3.1,
          3.2,
          3.2,
          3.3,
          3.4,
          3.6,
          3.8,
          3.9,
          4,
          4,
          4,
          3.9,
          3.9,
          3.9,
          3.9,
          3.9,
          3.9,
          3.9,
          3.9,
          3.9,
          3.9,
          3.8,
          3.7,
          3.7,
          3.6,
          3.6,
          3.6,
          3.6,
          3.5,
          3.5,
          3.5,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.3,
          3.2,
          3.1,
          3,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          3,
          3,
          3,
          3,
          3,
          3,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.8,
          2.8,
          2.8,
          2.8,
          2.7,
          2.7,
          2.6,
          2.6,
          2.6,
          2.6,
          2.6,
          2.6,
          2.6,
          2.6,
          2.6,
          2.6,
          2.6,
          2.6,
          2.7,
          2.8,
          2.8,
          2.8,
          2.8,
          2.8,
          2.8,
          2.8,
          2.9,
          3,
          3.1,
          3.2,
          3.2,
          3.2,
          3.2,
          3.2,
          3.1,
          3.1,
          3,
          3,
          3,
          2.9,
          2.9,
          2.8,
          2.7,
          2.6,
          2.5,
          2.5,
          2.5,
          2.5,
          2.5,
          2.6,
          2.6,
          2.6,
          2.6,
          2.6,
          2.6,
          2.5,
          2.4,
          2.3,
          2.3,
          2.3,
          2.3,
          2.3,
          2.3,
          2.4,
          2.4,
          2.3,
          2.3,
          2.2,
          2.2,
          2.1,
          2.1,
          2.1,
          2.1,
          2.1,
          2.1,
          2,
          2.1,
          2.2,
          2.4,
          8.7,
          7.2,
          6.4,
          6.1,
          5.6,
          5.3,
          4.9,
          4.6,
          4.4,
          4.1,
          3.9,
          3.7,
          3.5,
          3.2,
          3,
          2.9,
          2.7,
          2.6,
          2.5,
          2.4,
          2.3,
          2.3,
          2.2,
          2.1,
          2,
          2,
          2,
          2,
          2,
          2.1,
          2.1,
          2.1,
          2.1,
          2.1,
          2.1,
          2.1,
          2.1,
          2.1,
          2,
          2,
          1.9,
          1.9,
          1.9
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Nevada<br>Month & Year=%{x}<br>Unemployment Rate=%{y}<extra></extra>",
         "legendgroup": " Nevada",
         "line": {
          "color": "#ab63fa",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Nevada",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
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          5.3,
          5.4,
          5.5,
          5.5,
          5.5,
          5.5,
          5.5,
          5.5,
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          5.4,
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          5.4,
          5.3,
          5.4,
          5.4,
          5.4
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         "legendgroup": " Missouri",
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         },
         "marker": {
          "symbol": "circle"
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         "name": " Missouri",
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          "1980-01-01T00:00:00",
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          "1980-03-01T00:00:00",
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          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
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          "1980-08-01T00:00:00",
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          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
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          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
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          "1982-12-01T00:00:00",
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          "1983-02-01T00:00:00",
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          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
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          "1983-07-01T00:00:00",
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          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
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          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
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          "1985-01-01T00:00:00",
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          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
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          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
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          "1987-05-01T00:00:00",
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          "1987-07-01T00:00:00",
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          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
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          "1997-11-01T00:00:00",
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          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
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          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
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          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
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          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
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          "2006-01-01T00:00:00",
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          "2006-09-01T00:00:00",
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          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
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          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
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          "2009-01-01T00:00:00",
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          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
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          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
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          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
          "2019-09-01T00:00:00",
          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-02-01T00:00:00",
          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-05-01T00:00:00",
          "2020-06-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-08-01T00:00:00",
          "2020-09-01T00:00:00",
          "2020-10-01T00:00:00",
          "2020-11-01T00:00:00",
          "2020-12-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-02-01T00:00:00",
          "2021-03-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-05-01T00:00:00",
          "2021-06-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-08-01T00:00:00",
          "2021-09-01T00:00:00",
          "2021-10-01T00:00:00",
          "2021-11-01T00:00:00",
          "2021-12-01T00:00:00",
          "2022-01-01T00:00:00",
          "2022-02-01T00:00:00",
          "2022-03-01T00:00:00",
          "2022-04-01T00:00:00",
          "2022-05-01T00:00:00",
          "2022-06-01T00:00:00",
          "2022-07-01T00:00:00",
          "2022-08-01T00:00:00",
          "2022-09-01T00:00:00",
          "2022-10-01T00:00:00",
          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
          "2023-02-01T00:00:00",
          "2023-03-01T00:00:00",
          "2023-04-01T00:00:00",
          "2023-05-01T00:00:00",
          "2023-06-01T00:00:00",
          "2023-07-01T00:00:00",
          "2023-08-01T00:00:00",
          "2023-09-01T00:00:00",
          "2023-10-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
          6.5,
          6.5,
          6.5,
          6.5,
          6.5,
          6.5,
          6.4,
          6.4,
          6.3,
          6.3,
          6.3,
          6.4,
          6.4,
          6.3,
          6.2,
          6.1,
          5.9,
          5.7,
          5.5,
          5.3,
          5.1,
          4.9,
          4.8,
          4.6,
          4.4,
          4.2,
          4.1,
          4,
          3.9,
          3.9,
          3.8,
          3.7,
          3.6,
          3.5,
          3.4,
          3.3,
          3.3,
          3.2,
          3.1,
          3,
          2.9,
          2.9,
          2.9,
          3,
          3.2,
          3.3,
          3.4,
          3.4,
          3.5,
          3.7,
          3.9,
          4.2,
          4.6,
          4.8,
          5,
          5,
          5,
          4.9,
          4.8,
          4.7,
          4.7,
          4.7,
          4.7,
          4.7,
          4.7,
          4.7,
          4.9,
          5,
          5.2,
          5.5,
          5.8,
          6.1,
          6.3,
          6.6,
          6.8,
          6.9,
          7,
          7.1,
          7,
          7,
          7,
          7,
          6.9,
          6.8,
          6.7,
          6.5,
          6.2,
          6,
          5.7,
          5.5,
          5.3,
          5.1,
          5,
          4.8,
          4.7,
          4.5,
          4.4,
          4.2,
          4.1,
          4.1,
          4.1,
          4.1,
          4.1,
          4.2,
          4.2,
          4.3,
          4.3,
          4.3,
          4.2,
          4.2,
          4.1,
          4,
          3.9,
          3.8,
          3.6,
          3.5,
          3.3,
          3.2,
          3.1,
          3,
          3,
          3,
          3,
          3,
          2.9,
          2.8,
          2.6,
          2.5,
          2.3,
          2.3,
          2.3,
          2.2,
          2.2,
          2.2,
          2.1,
          2.1,
          2.1,
          2.1,
          2.2,
          2.3,
          2.3,
          2.3,
          2.3,
          2.3,
          2.3,
          2.2,
          2.2,
          2.2,
          2.3,
          2.4,
          2.4,
          2.5,
          2.5,
          2.5,
          2.5,
          2.5,
          2.5,
          2.5,
          2.7,
          2.8,
          3,
          3.3,
          3.5,
          3.6,
          3.8,
          4,
          4.1,
          4.3,
          4.5,
          4.6,
          4.8,
          4.9,
          5.1,
          5.2,
          5.3,
          5.4,
          5.6,
          5.8,
          6,
          6.1,
          6.3,
          6.5,
          6.6,
          6.7,
          6.8,
          6.9,
          6.9,
          6.9,
          6.9,
          7,
          7,
          7.1,
          7.1,
          7.2,
          7.2,
          7.3,
          7.3,
          7.3,
          7.4,
          7.4,
          7.4,
          7.4,
          7.3,
          7.3,
          7.2,
          7,
          6.8,
          6.5,
          6.3,
          6.1,
          5.9,
          5.8,
          5.6,
          5.5,
          5.3,
          5.2,
          5,
          4.9,
          4.8,
          4.7,
          4.6,
          4.5,
          4.4,
          4.3,
          4.3,
          4.2,
          4.1,
          4.1,
          4,
          4,
          3.9,
          3.9,
          3.9,
          3.9,
          3.9,
          3.8,
          3.7,
          3.7,
          3.6,
          3.6,
          3.6,
          3.7,
          3.7,
          3.8,
          3.8,
          3.8,
          3.8,
          3.8,
          3.8,
          3.7,
          3.7,
          3.7,
          3.6,
          3.6,
          3.6,
          3.5,
          3.5,
          3.4,
          3.4,
          3.3,
          3.2,
          3.2,
          3.1,
          3,
          3,
          2.9,
          2.9,
          2.8,
          2.8,
          2.7,
          2.7,
          2.8,
          2.8,
          2.8,
          2.9,
          2.9,
          2.8,
          2.8,
          2.8,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.8,
          2.8,
          2.8,
          2.8,
          2.8,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.6,
          2.5,
          2.5,
          2.5,
          2.6,
          2.8,
          2.9,
          3,
          3.1,
          3.2,
          3.3,
          3.4,
          3.6,
          3.7,
          3.8,
          3.9,
          4,
          4.1,
          4.2,
          4.3,
          4.4,
          4.5,
          4.5,
          4.6,
          4.6,
          4.7,
          4.7,
          4.7,
          4.6,
          4.6,
          4.5,
          4.5,
          4.4,
          4.5,
          4.5,
          4.5,
          4.5,
          4.5,
          4.4,
          4.4,
          4.3,
          4.2,
          4.1,
          4.1,
          4,
          3.9,
          3.8,
          3.7,
          3.6,
          3.6,
          3.5,
          3.5,
          3.6,
          3.6,
          3.6,
          3.6,
          3.6,
          3.6,
          3.6,
          3.6,
          3.7,
          3.7,
          3.7,
          3.6,
          3.6,
          3.5,
          3.4,
          3.4,
          3.4,
          3.4,
          3.5,
          3.5,
          3.6,
          3.6,
          3.7,
          3.7,
          3.7,
          3.7,
          3.7,
          3.7,
          3.6,
          3.6,
          3.5,
          3.5,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.5,
          3.5,
          3.6,
          3.7,
          3.8,
          3.9,
          4.1,
          4.3,
          4.6,
          5,
          5.3,
          5.7,
          5.9,
          6.1,
          6.3,
          6.4,
          6.5,
          6.5,
          6.6,
          6.7,
          6.7,
          6.7,
          6.6,
          6.5,
          6.3,
          6.1,
          6,
          5.9,
          5.8,
          5.8,
          5.8,
          5.8,
          5.7,
          5.6,
          5.5,
          5.4,
          5.4,
          5.5,
          5.5,
          5.5,
          5.5,
          5.5,
          5.4,
          5.3,
          5.3,
          5.2,
          5.2,
          5.3,
          5.4,
          5.4,
          5.5,
          5.6,
          5.6,
          5.6,
          5.6,
          5.6,
          5.6,
          5.6,
          5.5,
          5.5,
          5.4,
          5.3,
          5.2,
          5.2,
          5.2,
          5.1,
          5.1,
          5,
          4.9,
          4.8,
          4.7,
          4.6,
          4.5,
          4.4,
          4.3,
          4.3,
          4.2,
          4.1,
          4.1,
          4,
          3.9,
          3.8,
          3.8,
          3.7,
          3.6,
          3.5,
          3.4,
          3.3,
          3.3,
          3.2,
          3.1,
          3,
          3,
          2.9,
          2.9,
          2.8,
          2.8,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.8,
          2.8,
          2.8,
          2.7,
          2.8,
          2.8,
          2.8,
          2.8,
          2.8,
          2.8,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.6,
          2.6,
          2.6,
          2.5,
          2.5,
          2.6,
          2.6,
          2.6,
          2.6,
          2.5,
          2.5,
          2.5,
          2.5,
          2.6,
          2.6,
          2.6,
          2.6,
          2.6,
          2.6,
          2.6,
          2.6,
          2.6,
          16,
          11.7,
          9.6,
          8.2,
          6.7,
          6,
          5.2,
          4.8,
          4.6,
          4.2,
          4.1,
          3.9,
          3.8,
          3.6,
          3.5,
          3.4,
          3.2,
          3,
          2.9,
          2.7,
          2.5,
          2.3,
          2.2,
          2.1,
          2.1,
          2.2,
          2.4,
          2.5,
          2.7,
          2.8,
          2.9,
          2.9,
          2.9,
          2.8,
          2.7,
          2.4,
          2.1,
          1.9,
          1.8,
          1.7,
          1.8,
          2,
          2.1
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Hawaii<br>Month & Year=%{x}<br>Unemployment Rate=%{y}<extra></extra>",
         "legendgroup": " Hawaii",
         "line": {
          "color": "#FF6692",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Hawaii",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
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          "1978-10-01T00:00:00",
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          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
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          "1981-01-01T00:00:00",
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          "1982-03-01T00:00:00",
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          "1983-01-01T00:00:00",
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          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
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          "1994-03-01T00:00:00",
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          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
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          "2001-09-01T00:00:00",
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          "2001-12-01T00:00:00",
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          "2002-02-01T00:00:00",
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          "2002-04-01T00:00:00",
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          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
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          "2002-11-01T00:00:00",
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          "2003-01-01T00:00:00",
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          "2009-06-01T00:00:00",
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          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
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          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
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          "2011-11-01T00:00:00",
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          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
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          "2013-01-01T00:00:00",
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          "2015-01-01T00:00:00",
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          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
          "2019-09-01T00:00:00",
          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-02-01T00:00:00",
          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-05-01T00:00:00",
          "2020-06-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-08-01T00:00:00",
          "2020-09-01T00:00:00",
          "2020-10-01T00:00:00",
          "2020-11-01T00:00:00",
          "2020-12-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-02-01T00:00:00",
          "2021-03-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-05-01T00:00:00",
          "2021-06-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-08-01T00:00:00",
          "2021-09-01T00:00:00",
          "2021-10-01T00:00:00",
          "2021-11-01T00:00:00",
          "2021-12-01T00:00:00",
          "2022-01-01T00:00:00",
          "2022-02-01T00:00:00",
          "2022-03-01T00:00:00",
          "2022-04-01T00:00:00",
          "2022-05-01T00:00:00",
          "2022-06-01T00:00:00",
          "2022-07-01T00:00:00",
          "2022-08-01T00:00:00",
          "2022-09-01T00:00:00",
          "2022-10-01T00:00:00",
          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
          "2023-02-01T00:00:00",
          "2023-03-01T00:00:00",
          "2023-04-01T00:00:00",
          "2023-05-01T00:00:00",
          "2023-06-01T00:00:00",
          "2023-07-01T00:00:00",
          "2023-08-01T00:00:00",
          "2023-09-01T00:00:00",
          "2023-10-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
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          6.7,
          6.6,
          6.4,
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          6.2,
          6.2,
          6.3,
          6.4,
          6.6,
          6.7,
          6.8,
          6.9,
          7,
          7.1,
          7.2,
          7.3,
          7.3,
          7.4,
          7.4,
          7.3,
          7.3,
          7.2,
          7.1,
          7.1,
          7,
          7,
          7,
          7,
          6.9,
          6.8,
          6.7,
          6.6,
          6.4,
          6.3,
          6.2,
          6,
          5.9,
          5.7,
          5.5,
          5.4,
          5.4,
          5.5,
          5.6,
          5.8,
          5.9,
          6,
          6.1,
          6.3,
          6.4,
          6.7,
          7,
          7.2,
          7.5,
          7.7,
          7.8,
          7.9,
          8,
          8.1,
          8.2,
          8.2,
          8.2,
          8.2,
          8.1,
          8.1,
          8.1,
          8.3,
          8.5,
          8.7,
          9,
          9.3,
          9.5,
          9.8,
          10,
          10.3,
          10.5,
          10.7,
          11,
          11.1,
          11.3,
          11.5,
          11.7,
          12,
          12.2,
          12.4,
          12.6,
          12.7,
          12.6,
          12.5,
          12.3,
          12,
          11.8,
          11.5,
          11.2,
          11.1,
          10.9,
          10.8,
          10.7,
          10.6,
          10.5,
          10.5,
          10.6,
          10.6,
          10.7,
          10.7,
          10.6,
          10.6,
          10.5,
          10.4,
          10.4,
          10.4,
          10.4,
          10.4,
          10.4,
          10.4,
          10.4,
          10.4,
          10.5,
          10.5,
          10.6,
          10.8,
          11,
          11.2,
          11.5,
          11.6,
          11.7,
          11.7,
          11.6,
          11.6,
          11.5,
          11.5,
          11.4,
          11.2,
          11,
          10.8,
          10.5,
          10.2,
          10,
          9.9,
          9.8,
          9.6,
          9.4,
          9.2,
          9,
          8.8,
          8.6,
          8.4,
          8.3,
          8.3,
          8.4,
          8.5,
          8.6,
          8.7,
          8.7,
          8.7,
          8.6,
          8.5,
          8.3,
          8.2,
          8.1,
          8,
          7.9,
          7.8,
          7.7,
          7.6,
          7.6,
          7.6,
          7.6,
          7.5,
          7.5,
          7.4,
          7.3,
          7.2,
          7.3,
          7.3,
          7.5,
          7.7,
          7.9,
          8.1,
          8.3,
          8.4,
          8.6,
          8.7,
          8.8,
          8.7,
          8.6,
          8.5,
          8.3,
          8.1,
          8,
          8,
          8,
          8.1,
          8.1,
          8.2,
          8.2,
          8.2,
          8.2,
          8.2,
          8.1,
          7.9,
          7.7,
          7.5,
          7.3,
          7.2,
          7.1,
          7,
          6.9,
          6.8,
          6.7,
          6.6,
          6.5,
          6.5,
          6.5,
          6.5,
          6.5,
          6.5,
          6.5,
          6.5,
          6.5,
          6.4,
          6.3,
          6.2,
          6.2,
          6.2,
          6.1,
          6.1,
          6,
          6,
          6,
          6,
          6.1,
          6.2,
          6.3,
          6.3,
          6.4,
          6.3,
          6.3,
          6.3,
          6.2,
          6.2,
          6.2,
          6.2,
          6.2,
          6.1,
          6,
          5.9,
          5.8,
          5.8,
          5.8,
          5.8,
          5.9,
          5.9,
          5.8,
          5.8,
          5.7,
          5.7,
          5.7,
          5.7,
          5.7,
          5.7,
          5.6,
          5.6,
          5.5,
          5.4,
          5.3,
          5.3,
          5.3,
          5.3,
          5.3,
          5.3,
          5.2,
          5.2,
          5.2,
          5.1,
          5,
          5,
          4.9,
          4.9,
          4.9,
          5,
          5.1,
          5.1,
          5.2,
          5.2,
          5.3,
          5.3,
          5.4,
          5.4,
          5.5,
          5.5,
          5.5,
          5.5,
          5.5,
          5.4,
          5.3,
          5.2,
          5.1,
          5,
          5,
          5,
          5.1,
          5.1,
          5.1,
          5.1,
          5.2,
          5.3,
          5.5,
          5.8,
          6,
          6.3,
          6.4,
          6.5,
          6.6,
          6.6,
          6.5,
          6.5,
          6.4,
          6.3,
          6.3,
          6.3,
          6.3,
          6.4,
          6.4,
          6.4,
          6.4,
          6.4,
          6.4,
          6.4,
          6.3,
          6.2,
          6.1,
          5.9,
          5.8,
          5.7,
          5.7,
          5.7,
          5.7,
          5.8,
          5.9,
          6,
          6.1,
          6.2,
          6.3,
          6.4,
          6.5,
          6.6,
          6.7,
          6.8,
          6.9,
          7,
          7,
          7.1,
          7.1,
          7.2,
          7.2,
          9.8,
          9,
          8.6,
          7.5,
          6.9,
          6.6,
          6.3,
          6.2,
          6.3,
          6.3,
          6.3,
          6.3,
          6.3,
          6.3,
          6.3,
          6.4,
          6.4,
          6.4,
          6.3,
          6.3,
          6.2,
          6.1,
          6.1,
          6,
          6,
          6,
          6,
          6,
          6,
          6.1,
          6.1,
          6.3,
          6.4,
          6.6,
          6.8,
          6.9,
          7,
          7.2,
          7.4,
          7.7,
          8.1,
          8.5,
          8.8,
          9,
          9.2,
          9.3,
          9.4,
          9.6,
          9.8,
          10,
          10.2,
          10.4,
          10.5,
          10.5,
          10.4,
          10.4,
          10.3,
          9.9,
          9.8,
          9.8,
          9.8,
          9.8,
          9.9,
          9.9,
          9.9,
          9.8,
          9.8,
          9.9,
          9.9,
          9.9,
          9.9,
          9.9,
          9.8,
          9.7,
          9.5,
          9.3,
          9.1,
          9,
          8.9,
          8.9,
          8.9,
          8.9,
          8.8,
          8.8,
          8.7,
          8.7,
          8.6,
          8.6,
          8.7,
          8.7,
          8.7,
          8.7,
          8.6,
          8.5,
          8.5,
          8.5,
          8.4,
          8.3,
          8.2,
          8.1,
          8.1,
          8,
          7.9,
          7.9,
          7.8,
          7.7,
          7.6,
          7.5,
          7.4,
          7.2,
          7.1,
          6.9,
          6.8,
          6.7,
          6.7,
          6.6,
          6.5,
          6.4,
          6.3,
          6.3,
          6.3,
          6.4,
          6.4,
          6.4,
          6.3,
          6.2,
          6.1,
          6,
          6,
          5.9,
          5.9,
          5.9,
          5.9,
          5.9,
          5.8,
          5.7,
          5.6,
          5.5,
          5.4,
          5.4,
          5.3,
          5.3,
          5.2,
          5.2,
          5.1,
          5,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          4.8,
          4.8,
          4.9,
          4.9,
          5.1,
          5.2,
          5.3,
          5.4,
          5.4,
          5.4,
          5.4,
          5.4,
          5.5,
          5.6,
          5.7,
          5.7,
          5.6,
          5.6,
          5.6,
          5.6,
          5.8,
          5.9,
          15.6,
          11.2,
          9.4,
          8.3,
          7.5,
          7.1,
          6.9,
          6.7,
          6.6,
          6.5,
          6.4,
          6.2,
          6.1,
          5.9,
          5.7,
          5.5,
          5.2,
          5,
          4.7,
          4.5,
          4.3,
          4.1,
          4,
          3.8,
          3.7,
          3.7,
          3.7,
          3.8,
          3.9,
          4,
          4.1,
          4.1,
          4,
          3.9,
          3.7,
          3.5,
          3.4,
          3.2,
          3.1,
          3,
          3.2,
          3.2,
          3.3
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Montana<br>Month & Year=%{x}<br>Unemployment Rate=%{y}<extra></extra>",
         "legendgroup": " Montana",
         "line": {
          "color": "#FECB52",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Montana",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
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          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
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          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
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          "2002-10-01T00:00:00",
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          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
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          "2003-06-01T00:00:00",
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          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
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          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
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          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
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          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
          "2019-09-01T00:00:00",
          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-02-01T00:00:00",
          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-05-01T00:00:00",
          "2020-06-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-08-01T00:00:00",
          "2020-09-01T00:00:00",
          "2020-10-01T00:00:00",
          "2020-11-01T00:00:00",
          "2020-12-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-02-01T00:00:00",
          "2021-03-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-05-01T00:00:00",
          "2021-06-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-08-01T00:00:00",
          "2021-09-01T00:00:00",
          "2021-10-01T00:00:00",
          "2021-11-01T00:00:00",
          "2021-12-01T00:00:00",
          "2022-01-01T00:00:00",
          "2022-02-01T00:00:00",
          "2022-03-01T00:00:00",
          "2022-04-01T00:00:00",
          "2022-05-01T00:00:00",
          "2022-06-01T00:00:00",
          "2022-07-01T00:00:00",
          "2022-08-01T00:00:00",
          "2022-09-01T00:00:00",
          "2022-10-01T00:00:00",
          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
          "2023-02-01T00:00:00",
          "2023-03-01T00:00:00",
          "2023-04-01T00:00:00",
          "2023-05-01T00:00:00",
          "2023-06-01T00:00:00",
          "2023-07-01T00:00:00",
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          "2023-09-01T00:00:00",
          "2023-10-01T00:00:00"
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         "xaxis": "x",
         "y": [
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          3.1,
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          3.1,
          3.1,
          3.2,
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          3.2,
          3.3,
          3.4,
          3.5,
          3.5,
          3.6,
          3.6,
          3.7,
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          3.6,
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          3.3,
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          2.6,
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          2.6,
          2.5,
          2.5,
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          3,
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          3,
          3,
          3,
          3,
          3,
          3.1,
          3.3,
          3.5,
          3.8,
          4,
          4.2,
          4.3,
          4.2,
          4.2,
          4.1,
          4,
          4,
          3.9,
          3.9,
          3.8,
          3.9,
          3.9,
          4,
          4.1,
          4.3,
          4.4,
          4.6,
          4.7,
          4.8,
          5,
          5.1,
          5.3,
          5.4,
          5.5,
          5.5,
          5.6,
          5.7,
          5.9,
          6,
          6.2,
          6.3,
          6.3,
          6.2,
          6.1,
          5.8,
          5.6,
          5.4,
          5.2,
          5.1,
          5,
          4.9,
          4.9,
          4.8,
          4.7,
          4.6,
          4.5,
          4.4,
          4.4,
          4.4,
          4.4,
          4.4,
          4.4,
          4.4,
          4.5,
          4.6,
          4.7,
          4.9,
          5,
          5.1,
          5.1,
          5.2,
          5.2,
          5.2,
          5.2,
          5.2,
          5.2,
          5.2,
          5.2,
          5.1,
          5,
          4.9,
          4.8,
          4.7,
          4.7,
          4.6,
          4.6,
          4.6,
          4.6,
          4.5,
          4.4,
          4.4,
          4.3,
          4.3,
          4.3,
          4.3,
          4.2,
          4.1,
          4,
          3.9,
          3.8,
          3.7,
          3.7,
          3.6,
          3.6,
          3.5,
          3.5,
          3.4,
          3.4,
          3.3,
          3.3,
          3.2,
          3.1,
          3,
          3,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.8,
          2.8,
          2.7,
          2.6,
          2.5,
          2.5,
          2.4,
          2.3,
          2.3,
          2.3,
          2.3,
          2.3,
          2.4,
          2.4,
          2.4,
          2.4,
          2.5,
          2.5,
          2.6,
          2.6,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.8,
          2.8,
          2.8,
          2.8,
          2.8,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.8,
          2.7,
          2.7,
          2.6,
          2.6,
          2.6,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.6,
          2.6,
          2.5,
          2.6,
          2.6,
          2.6,
          2.6,
          2.5,
          2.5,
          2.5,
          2.5,
          2.6,
          2.6,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.6,
          2.6,
          2.6,
          2.6,
          2.6,
          2.5,
          2.5,
          2.4,
          2.4,
          2.4,
          2.4,
          2.4,
          2.4,
          2.3,
          2.3,
          2.3,
          2.3,
          2.3,
          2.4,
          2.4,
          2.4,
          2.5,
          2.5,
          2.6,
          2.6,
          2.7,
          2.7,
          2.7,
          2.6,
          2.6,
          2.7,
          2.7,
          2.7,
          2.8,
          2.8,
          2.8,
          2.8,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.7,
          2.8,
          2.8,
          2.8,
          2.8,
          2.8,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          3,
          3,
          3,
          3,
          3.1,
          3.2,
          3.3,
          3.4,
          3.5,
          3.5,
          3.6,
          3.7,
          3.7,
          3.7,
          3.7,
          3.7,
          3.7,
          3.7,
          3.6,
          3.7,
          3.7,
          3.7,
          3.8,
          3.8,
          3.9,
          4,
          4,
          4,
          4.1,
          4,
          4,
          3.9,
          3.9,
          3.9,
          3.9,
          3.9,
          3.9,
          3.9,
          3.9,
          3.9,
          3.9,
          3.9,
          3.9,
          3.9,
          3.9,
          4,
          4,
          4,
          4,
          3.9,
          3.8,
          3.8,
          3.7,
          3.7,
          3.7,
          3.6,
          3.5,
          3.4,
          3.3,
          3.2,
          3.1,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2.9,
          2.9,
          2.8,
          2.8,
          2.8,
          2.9,
          2.9,
          3,
          3,
          3,
          3,
          3,
          3,
          2.9,
          2.9,
          3,
          3,
          3.1,
          3.2,
          3.2,
          3.3,
          3.4,
          3.5,
          3.7,
          3.9,
          4.1,
          4.3,
          4.5,
          4.6,
          4.7,
          4.7,
          4.8,
          4.8,
          4.8,
          4.8,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          4.8,
          4.7,
          4.6,
          4.6,
          4.6,
          4.6,
          4.6,
          4.6,
          4.6,
          4.6,
          4.6,
          4.5,
          4.5,
          4.5,
          4.4,
          4.4,
          4.4,
          4.3,
          4.3,
          4.2,
          4.1,
          4.1,
          4,
          3.9,
          3.9,
          3.9,
          3.9,
          3.9,
          3.8,
          3.8,
          3.8,
          3.8,
          3.8,
          3.8,
          3.8,
          3.8,
          3.8,
          3.7,
          3.7,
          3.7,
          3.7,
          3.6,
          3.5,
          3.5,
          3.5,
          3.5,
          3.5,
          3.4,
          3.4,
          3.3,
          3.3,
          3.2,
          3.2,
          3.1,
          3.1,
          3,
          3,
          2.9,
          2.9,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3.1,
          3.1,
          3.1,
          3.1,
          3.2,
          3.1,
          3.1,
          3.1,
          3,
          3,
          2.9,
          2.9,
          2.9,
          2.9,
          3,
          3,
          3,
          3,
          3,
          2.9,
          2.9,
          2.9,
          2.9,
          2.8,
          2.9,
          2.9,
          2.9,
          2.9,
          3,
          3,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.2,
          3.2,
          3.2,
          3.1,
          3.1,
          3.1,
          3,
          4.4,
          8.1,
          6.3,
          5.2,
          4.6,
          3.9,
          3.6,
          3.3,
          3.1,
          3.1,
          3,
          3,
          2.9,
          2.9,
          2.8,
          2.7,
          2.7,
          2.7,
          2.6,
          2.5,
          2.3,
          2.2,
          2.1,
          2,
          2,
          2,
          2.1,
          2.2,
          2.4,
          2.6,
          2.6,
          2.7,
          2.7,
          2.7,
          2.5,
          2.3,
          2.1,
          2,
          1.9,
          1.9,
          2,
          2,
          2.1,
          2.2
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Kansas<br>Month & Year=%{x}<br>Unemployment Rate=%{y}<extra></extra>",
         "legendgroup": " Kansas",
         "line": {
          "color": "#EF553B",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
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         "mode": "markers+lines",
         "name": " Kansas",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
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          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
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          3.5,
          3.4,
          3.5,
          3.4,
          3.4,
          3.4,
          3.3,
          3.3,
          3.3,
          3.3,
          3.3,
          3.3,
          3.4,
          3.4,
          3.4,
          3.3,
          3.3,
          3.3,
          3.2,
          3.2,
          3.2,
          3.3,
          3.3,
          3.3,
          3.2,
          3.3,
          3.3,
          3.3,
          3.2,
          12.4,
          9.3,
          7.5,
          6.6,
          5.7,
          5.3,
          4.8,
          4.5,
          4.3,
          3.9,
          3.7,
          3.6,
          3.5,
          3.5,
          3.5,
          3.4,
          3.3,
          3.1,
          2.9,
          2.7,
          2.6,
          2.5,
          2.4,
          2.4,
          2.4,
          2.5,
          2.6,
          2.7,
          2.8,
          2.9,
          3,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.9,
          2.8,
          2.7,
          2.7,
          2.8,
          2.9
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= the District of Columbia<br>Month & Year=%{x}<br>Unemployment Rate=%{y}<extra></extra>",
         "legendgroup": " the District of Columbia",
         "line": {
          "color": "#00cc96",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " the District of Columbia",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
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          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
          "2019-09-01T00:00:00",
          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-02-01T00:00:00",
          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-05-01T00:00:00",
          "2020-06-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-08-01T00:00:00",
          "2020-09-01T00:00:00",
          "2020-10-01T00:00:00",
          "2020-11-01T00:00:00",
          "2020-12-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-02-01T00:00:00",
          "2021-03-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-05-01T00:00:00",
          "2021-06-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-08-01T00:00:00",
          "2021-09-01T00:00:00",
          "2021-10-01T00:00:00",
          "2021-11-01T00:00:00",
          "2021-12-01T00:00:00",
          "2022-01-01T00:00:00",
          "2022-02-01T00:00:00",
          "2022-03-01T00:00:00",
          "2022-04-01T00:00:00",
          "2022-05-01T00:00:00",
          "2022-06-01T00:00:00",
          "2022-07-01T00:00:00",
          "2022-08-01T00:00:00",
          "2022-09-01T00:00:00",
          "2022-10-01T00:00:00",
          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
          "2023-02-01T00:00:00",
          "2023-03-01T00:00:00",
          "2023-04-01T00:00:00",
          "2023-05-01T00:00:00",
          "2023-06-01T00:00:00",
          "2023-07-01T00:00:00",
          "2023-08-01T00:00:00",
          "2023-09-01T00:00:00",
          "2023-10-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
          8.7,
          8.7,
          8.6,
          8.6,
          8.5,
          8.4,
          8.4,
          8.5,
          8.6,
          8.8,
          8.9,
          9.1,
          9.1,
          9.1,
          9,
          8.9,
          8.7,
          8.5,
          8.3,
          8.1,
          8,
          7.8,
          7.5,
          7.3,
          7,
          6.8,
          6.5,
          6.4,
          6.3,
          6.2,
          6.2,
          6.3,
          6.3,
          6.3,
          6.3,
          6.4,
          6.5,
          6.6,
          6.7,
          6.7,
          6.7,
          6.7,
          6.6,
          6.6,
          6.6,
          6.6,
          6.6,
          6.6,
          6.6,
          6.7,
          7,
          7.3,
          7.6,
          7.8,
          8,
          8,
          7.9,
          7.7,
          7.6,
          7.5,
          7.4,
          7.2,
          7.1,
          7,
          6.9,
          6.9,
          6.9,
          7.1,
          7.2,
          7.5,
          7.7,
          8,
          8.2,
          8.3,
          8.4,
          8.5,
          8.6,
          8.6,
          8.6,
          8.6,
          8.6,
          8.7,
          8.9,
          9,
          9,
          9,
          9,
          8.9,
          8.7,
          8.5,
          8.3,
          8.1,
          7.8,
          7.6,
          7.4,
          7.1,
          6.9,
          6.6,
          6.4,
          6.3,
          6.2,
          6.1,
          6,
          5.9,
          5.9,
          5.8,
          5.7,
          5.7,
          5.7,
          5.7,
          5.8,
          5.7,
          5.7,
          5.6,
          5.5,
          5.5,
          5.4,
          5.4,
          5.4,
          5.3,
          5.3,
          5.3,
          5.3,
          5.3,
          5.3,
          5.3,
          5.3,
          5.3,
          5.3,
          5.3,
          5.2,
          5.1,
          4.9,
          4.8,
          4.6,
          4.5,
          4.4,
          4.3,
          4.3,
          4.3,
          4.2,
          4.2,
          4,
          3.9,
          3.7,
          3.6,
          3.5,
          3.5,
          3.6,
          3.7,
          3.8,
          3.9,
          3.9,
          3.8,
          3.7,
          3.5,
          3.4,
          3.3,
          3.4,
          3.6,
          3.8,
          4,
          4.2,
          4.4,
          4.5,
          4.5,
          4.5,
          4.5,
          4.5,
          4.5,
          4.5,
          4.6,
          4.7,
          4.9,
          5.2,
          5.5,
          5.8,
          6.2,
          6.7,
          7.2,
          7.7,
          8.1,
          8.3,
          8.4,
          8.2,
          8,
          7.6,
          7.4,
          7.3,
          7.3,
          7.5,
          7.6,
          7.7,
          7.8,
          7.7,
          7.6,
          7.4,
          7.3,
          7.2,
          7.1,
          7.1,
          7.1,
          7,
          7,
          6.9,
          6.8,
          6.7,
          6.7,
          6.8,
          6.8,
          6.9,
          6.9,
          6.9,
          6.8,
          6.8,
          6.8,
          6.7,
          6.7,
          6.7,
          6.7,
          6.7,
          6.7,
          6.7,
          6.6,
          6.6,
          6.4,
          6.2,
          6.1,
          6,
          5.9,
          5.9,
          5.9,
          6,
          6,
          6,
          5.9,
          5.8,
          5.8,
          5.7,
          5.6,
          5.5,
          5.5,
          5.5,
          5.5,
          5.4,
          5.3,
          5.3,
          5.2,
          5.1,
          5.1,
          5.2,
          5.3,
          5.4,
          5.4,
          5.5,
          5.4,
          5.3,
          5.2,
          5.1,
          5,
          5,
          5,
          5,
          5,
          4.9,
          4.8,
          4.6,
          4.5,
          4.4,
          4.4,
          4.4,
          4.5,
          4.4,
          4.3,
          4.2,
          4.1,
          4,
          4,
          4,
          4,
          4.1,
          4.1,
          4.1,
          4.1,
          4,
          4,
          3.9,
          3.8,
          3.7,
          3.6,
          3.5,
          3.4,
          3.3,
          3.3,
          3.2,
          3.2,
          3.2,
          3.2,
          3.2,
          3.2,
          3.2,
          3.3,
          3.4,
          3.6,
          3.7,
          3.7,
          3.8,
          3.9,
          4,
          4.1,
          4.1,
          4.2,
          4.2,
          4.3,
          4.3,
          4.3,
          4.4,
          4.4,
          4.4,
          4.5,
          4.5,
          4.6,
          4.7,
          4.9,
          5,
          5.1,
          5.2,
          5.2,
          5.3,
          5.3,
          5.3,
          5.2,
          5.2,
          5.1,
          5,
          4.9,
          4.8,
          4.8,
          4.7,
          4.6,
          4.6,
          4.6,
          4.6,
          4.6,
          4.6,
          4.6,
          4.7,
          4.7,
          4.8,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          4.9,
          5,
          4.9,
          4.9,
          4.8,
          4.7,
          4.6,
          4.6,
          4.6,
          4.6,
          4.7,
          4.8,
          4.8,
          4.9,
          4.8,
          4.8,
          4.7,
          4.6,
          4.6,
          4.6,
          4.6,
          4.6,
          4.7,
          4.7,
          4.8,
          4.8,
          4.8,
          4.8,
          4.7,
          4.6,
          4.6,
          4.7,
          4.8,
          4.9,
          5.1,
          5.3,
          5.5,
          5.7,
          6.1,
          6.5,
          7,
          7.5,
          7.9,
          8.3,
          8.5,
          8.5,
          8.6,
          8.5,
          8.5,
          8.5,
          8.6,
          8.6,
          8.7,
          8.7,
          8.7,
          8.7,
          8.6,
          8.5,
          8.3,
          8.3,
          8.3,
          8.3,
          8.3,
          8.2,
          8.1,
          8.1,
          8,
          7.9,
          7.8,
          7.8,
          7.8,
          7.8,
          7.7,
          7.6,
          7.5,
          7.4,
          7.3,
          7.2,
          7.2,
          7.2,
          7.2,
          7.3,
          7.3,
          7.2,
          7.2,
          7.2,
          7.1,
          7.1,
          7.1,
          7.1,
          7,
          7,
          6.9,
          6.8,
          6.7,
          6.7,
          6.6,
          6.5,
          6.4,
          6.3,
          6.2,
          6.1,
          6,
          5.9,
          5.8,
          5.7,
          5.6,
          5.5,
          5.4,
          5.3,
          5.2,
          5.2,
          5,
          4.9,
          4.8,
          4.7,
          4.6,
          4.5,
          4.4,
          4.3,
          4.2,
          4.1,
          4.1,
          4,
          4,
          4,
          3.9,
          3.9,
          3.9,
          3.8,
          3.8,
          3.8,
          3.7,
          3.7,
          3.7,
          3.6,
          3.5,
          3.5,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.4,
          3.3,
          3.2,
          3.1,
          3.1,
          3,
          3,
          3,
          3.1,
          3.2,
          3.3,
          3.3,
          3.3,
          3.3,
          3.3,
          3.2,
          3.1,
          3,
          2.9,
          2.8,
          2.7,
          2.7,
          2.8,
          2.9,
          3,
          3.1,
          3.1,
          3.2,
          3.2,
          3.2,
          3.2,
          9.3,
          9.4,
          6.6,
          6.3,
          4.2,
          4.1,
          3.8,
          3.9,
          4.2,
          4.4,
          4.6,
          4.8,
          4.9,
          4.8,
          5,
          4.9,
          4.8,
          4.6,
          4.5,
          4.2,
          3.9,
          3.6,
          3.2,
          2.9,
          2.7,
          2.6,
          2.6,
          2.7,
          2.7,
          3,
          3.1,
          3.1,
          3.1,
          2.9,
          2.8,
          2.6,
          2.4,
          2.4,
          2.4,
          2.4,
          2.5,
          2.7,
          2.8
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Connecticut<br>Month & Year=%{x}<br>Unemployment Rate=%{y}<extra></extra>",
         "legendgroup": " Connecticut",
         "line": {
          "color": "#FFA15A",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Connecticut",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
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          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
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          "1984-01-01T00:00:00",
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          "1988-01-01T00:00:00",
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          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
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          "1990-09-01T00:00:00",
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          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
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          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
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          "1992-07-01T00:00:00",
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          "2000-07-01T00:00:00",
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          "2000-09-01T00:00:00",
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          "2001-02-01T00:00:00",
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          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
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          "2001-09-01T00:00:00",
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          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
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          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
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          "2003-01-01T00:00:00",
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          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
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          "2004-09-01T00:00:00",
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          "2009-03-01T00:00:00",
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          "2009-06-01T00:00:00",
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          "2009-11-01T00:00:00",
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          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
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          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
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          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
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          "2012-05-01T00:00:00",
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          "2013-01-01T00:00:00",
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          "2014-01-01T00:00:00",
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          "2014-06-01T00:00:00",
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          "2015-01-01T00:00:00",
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          "2015-03-01T00:00:00",
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          "2016-01-01T00:00:00",
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          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
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          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
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          "1993-08-01T00:00:00",
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          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
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          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
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          "2001-12-01T00:00:00",
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          "2007-09-01T00:00:00",
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          "2009-01-01T00:00:00",
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          "2010-06-01T00:00:00",
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          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
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          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
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          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
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          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
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          4.7,
          4.7,
          4.8,
          4.8,
          4.9,
          5,
          5,
          5.1,
          5.3,
          5.4,
          5.6,
          5.7,
          5.8,
          5.8,
          5.8,
          5.8,
          5.7,
          5.6,
          5.5,
          5.5,
          5.4,
          5.5,
          5.5,
          5.5,
          5.5,
          5.6,
          5.6,
          5.6,
          5.7,
          5.7,
          5.7,
          5.7,
          5.6,
          5.5,
          5.4,
          5.2,
          5.2,
          5.1,
          5,
          5,
          4.9,
          4.9,
          4.9,
          4.8,
          4.8,
          4.7,
          4.6,
          4.5,
          4.3,
          4.2,
          4.2,
          4.1,
          4.1,
          4,
          4,
          3.9,
          3.9,
          3.8,
          3.7,
          3.7,
          3.7,
          3.7,
          3.6,
          3.6,
          3.5,
          3.5,
          3.4,
          3.3,
          3.3,
          3.2,
          3.2,
          3.1,
          3,
          2.9,
          2.9,
          2.8,
          2.8,
          2.9,
          3,
          3.1,
          3.2,
          3.3,
          3.2,
          3.2,
          3.1,
          3.1,
          3.2,
          4.1,
          4.7,
          5.1,
          5.4,
          5.6,
          5.9,
          6.3,
          6.7,
          7.2,
          7.6,
          7.9,
          8.2,
          8.2,
          8.9,
          9.1,
          9.1,
          9.1,
          9.1,
          9.1,
          9.1,
          9.1,
          9.1,
          9.1,
          9,
          8.9,
          8.8,
          8.7,
          8.6,
          8.6,
          8.6,
          8.6,
          8.6,
          8.5,
          8.5,
          8.4,
          8.4,
          8.4,
          8.3,
          8.3,
          8.2,
          8.1,
          8,
          7.9,
          7.8,
          7.7,
          7.7,
          7.6,
          7.6,
          7.6,
          7.5,
          7.5,
          7.4,
          7.3,
          7.2,
          7.2,
          7.1,
          7.1,
          7,
          7,
          7,
          7,
          7,
          6.9,
          6.9,
          6.9,
          6.9,
          6.8,
          6.4,
          6,
          5.6,
          5.2,
          4.9,
          4.6,
          4.5,
          4,
          4,
          4,
          4,
          4,
          3.9,
          3.9,
          3.8,
          3.9,
          3.9,
          3.9,
          3.9,
          3.9,
          3.9,
          3.9,
          3.9,
          3.8,
          3.8,
          3.8,
          3.8,
          3.8,
          3.7,
          3.7,
          3.7,
          3.7,
          3.7,
          3.7,
          3.6,
          3.6,
          3.6,
          3.5,
          3.5,
          3.4,
          3.3,
          3.2,
          3.2,
          3.1,
          3.1,
          3.2,
          3.2,
          3.2,
          3.1,
          3.1,
          3,
          2.9,
          2.9,
          2.8,
          2.8,
          2.8,
          2.8,
          2.8,
          2.8,
          2.9,
          3,
          3,
          3,
          2.9,
          2.9,
          2.9,
          2.8,
          2.8,
          2.9,
          2.9,
          2.9,
          2.9,
          2.8,
          2.8,
          2.7,
          2.8,
          2.7,
          11.7,
          9,
          7.5,
          6.6,
          5.4,
          5,
          4.4,
          4.2,
          4.2,
          4.1,
          4,
          3.9,
          3.8,
          3.6,
          3.6,
          3.5,
          3.4,
          3.2,
          3.1,
          3,
          2.8,
          2.7,
          2.6,
          2.5,
          2.5,
          2.5,
          2.6,
          2.7,
          2.8,
          2.8,
          2.8,
          2.8,
          2.8,
          2.7,
          2.6,
          2.6,
          2.6,
          2.6,
          2.7,
          2.8,
          3,
          3.1,
          3.2
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Delaware<br>Month & Year=%{x}<br>Unemployment Rate=%{y}<extra></extra>",
         "legendgroup": " Delaware",
         "line": {
          "color": "#B6E880",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Delaware",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
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          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
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          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
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          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
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          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
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          "1984-09-01T00:00:00",
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          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
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          "1987-03-01T00:00:00",
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          "1987-06-01T00:00:00",
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          "1988-01-01T00:00:00",
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          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
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          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
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          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
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          "1991-09-01T00:00:00",
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          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
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          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
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          "1996-11-01T00:00:00",
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          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
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          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
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          "2006-06-01T00:00:00",
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          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
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          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
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          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
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          "2016-01-01T00:00:00",
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          "2016-03-01T00:00:00",
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          "2016-06-01T00:00:00",
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          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
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          "2020-04-01T00:00:00",
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          "2021-01-01T00:00:00",
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          "2021-12-01T00:00:00",
          "2022-01-01T00:00:00",
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          "2023-01-01T00:00:00",
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          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
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          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
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          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
          "2019-09-01T00:00:00",
          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-02-01T00:00:00",
          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-05-01T00:00:00",
          "2020-06-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-08-01T00:00:00",
          "2020-09-01T00:00:00",
          "2020-10-01T00:00:00",
          "2020-11-01T00:00:00",
          "2020-12-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-02-01T00:00:00",
          "2021-03-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-05-01T00:00:00",
          "2021-06-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-08-01T00:00:00",
          "2021-09-01T00:00:00",
          "2021-10-01T00:00:00",
          "2021-11-01T00:00:00",
          "2021-12-01T00:00:00",
          "2022-01-01T00:00:00",
          "2022-02-01T00:00:00",
          "2022-03-01T00:00:00",
          "2022-04-01T00:00:00",
          "2022-05-01T00:00:00",
          "2022-06-01T00:00:00",
          "2022-07-01T00:00:00",
          "2022-08-01T00:00:00",
          "2022-09-01T00:00:00",
          "2022-10-01T00:00:00",
          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
          "2023-02-01T00:00:00",
          "2023-03-01T00:00:00",
          "2023-04-01T00:00:00",
          "2023-05-01T00:00:00",
          "2023-06-01T00:00:00",
          "2023-07-01T00:00:00",
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          6.9,
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          4.7,
          4.7,
          4.7,
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          3.2,
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          3.5,
          3.6,
          3.7,
          3.8,
          3.9,
          3.9,
          3.9,
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          4.5,
          4.6,
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          6,
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          6,
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          5.9,
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          4.4,
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          4.4,
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          4.4,
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          4.2,
          4.2,
          4.2,
          4.2,
          4.2,
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          4.1,
          4.2,
          4.2,
          4.2,
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          4.3,
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          4.4,
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          3.7,
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          3.6,
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          3.5,
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          5.9,
          5.9,
          5.8,
          5.7,
          5.7,
          5.6,
          5.5,
          5.4,
          5.2,
          5.1,
          5,
          4.9,
          4.9,
          4.8,
          4.9,
          4.9,
          4.9,
          4.9,
          4.8,
          4.8,
          4.7,
          4.7,
          4.6,
          4.6,
          4.6,
          4.6,
          4.5,
          4.5,
          4.5,
          4.4,
          4.4,
          4.3,
          4.3,
          4.2,
          4.1,
          4.1,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3.9,
          3.9,
          3.8,
          3.7,
          3.7,
          3.6,
          3.6,
          3.5,
          3.5,
          3.5,
          3.4,
          3.4,
          3.4,
          3.3,
          3.2,
          3.2,
          3.2,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3.1,
          3,
          3,
          2.9,
          2.9,
          2.9,
          3,
          3,
          3,
          2.8,
          2.7,
          2.7,
          2.6,
          2.5,
          2.4,
          2.4,
          2.3,
          2.3,
          2.4,
          2.4,
          2.3,
          2.3,
          2.2,
          2.1,
          2,
          2,
          1.9,
          2,
          2.1,
          2.2,
          2.2,
          2.1,
          2.1,
          2.1,
          2.2,
          2.5,
          14,
          9.5,
          7.8,
          6.7,
          5.6,
          5,
          4.5,
          4.3,
          4.4,
          4.5,
          4.5,
          4.4,
          4.2,
          4,
          3.7,
          3.5,
          3.4,
          3.3,
          3.1,
          3,
          2.8,
          2.6,
          2.4,
          2.3,
          2.2,
          2.2,
          2.3,
          2.5,
          2.8,
          3,
          3.1,
          3.1,
          3,
          2.9,
          2.8,
          2.7,
          2.4,
          2.1,
          1.9,
          1.8,
          1.8,
          1.9,
          2
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Rhode Island<br>Month & Year=%{x}<br>Unemployment Rate=%{y}<extra></extra>",
         "legendgroup": " Rhode Island",
         "line": {
          "color": "#636efa",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Rhode Island",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
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",
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      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = px.line(data_frame=unemployment_states,\n",
    "              title='Unemployment Rate by USA State',\n",
    "              labels={\n",
    "                  'index': 'Month & Year',\n",
    "                  'value': 'Unemployment Rate',\n",
    "                  'variable': 'State'\n",
    "              },\n",
    "              markers=True)\n",
    "\n",
    "fig.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1c6f7928",
   "metadata": {
    "_kg_hide-input": true,
    "papermill": {
     "duration": 0.031667,
     "end_time": "2023-11-28T12:28:41.318778",
     "exception": false,
     "start_time": "2023-11-28T12:28:41.287111",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "It can be seen that the most recent month and year where unemployment rate was at its peak occurred on **May 2020 (2020-05-01)**. Let's try pulling out the data from that time."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "97e0781f",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-22T12:14:42.351171Z",
     "iopub.status.busy": "2023-11-22T12:14:42.350712Z",
     "iopub.status.idle": "2023-11-22T12:14:42.360105Z",
     "shell.execute_reply": "2023-11-22T12:14:42.358775Z",
     "shell.execute_reply.started": "2023-11-22T12:14:42.351130Z"
    },
    "papermill": {
     "duration": 0.031049,
     "end_time": "2023-11-28T12:28:41.381225",
     "exception": false,
     "start_time": "2023-11-28T12:28:41.350176",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# 4. Pull May 2020 Unemployment Rate Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "3577069b",
   "metadata": {
    "papermill": {
     "duration": 0.079409,
     "end_time": "2023-11-28T12:28:41.492364",
     "exception": false,
     "start_time": "2023-11-28T12:28:41.412955",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
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       "      <th>Hawaii</th>\n",
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       "      <th>South Dakota</th>\n",
       "      <th>Vermont</th>\n",
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       "      <th>2020-05-01</th>\n",
       "      <td>15.7</td>\n",
       "      <td>16.6</td>\n",
       "      <td>11.6</td>\n",
       "      <td>14.1</td>\n",
       "      <td>10.4</td>\n",
       "      <td>14.7</td>\n",
       "      <td>11.6</td>\n",
       "      <td>12.9</td>\n",
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       "      <td>12.7</td>\n",
       "      <td>15.3</td>\n",
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       "      <td>9.7</td>\n",
       "      <td>11.1</td>\n",
       "      <td>15.5</td>\n",
       "      <td>9.3</td>\n",
       "      <td>11.6</td>\n",
       "      <td>10.0</td>\n",
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       "      <td>11.8</td>\n",
       "      <td>8.8</td>\n",
       "      <td>10.5</td>\n",
       "      <td>11.9</td>\n",
       "      <td>8.9</td>\n",
       "      <td>9.2</td>\n",
       "      <td>12.4</td>\n",
       "      <td>7.7</td>\n",
       "      <td>11.2</td>\n",
       "      <td>12.1</td>\n",
       "      <td>12.4</td>\n",
       "      <td>12.2</td>\n",
       "      <td>8.3</td>\n",
       "      <td>7.2</td>\n",
       "      <td>24.7</td>\n",
       "      <td>9.5</td>\n",
       "      <td>11.7</td>\n",
       "      <td>20.8</td>\n",
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       "      <td>11.2</td>\n",
       "      <td>9.2</td>\n",
       "      <td>6.3</td>\n",
       "      <td>9.3</td>\n",
       "      <td>8.8</td>\n",
       "      <td>9.4</td>\n",
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       "      <td>8.7</td>\n",
       "      <td>9.0</td>\n",
       "      <td>13.4</td>\n",
       "      <td>6.6</td>\n",
       "      <td>9.5</td>\n",
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       "             California   New York   Texas   Florida   Alabama   Illinois  \\\n",
       "2020-05-01         15.7       16.6    11.6      14.1      10.4       14.7   \n",
       "\n",
       "             North Carolina   Pennsylvania   Michigan   Ohio   New Jersey  \\\n",
       "2020-05-01             11.6           12.9       19.1   12.7         15.3   \n",
       "\n",
       "             Kentucky   Georgia   Minnesota   Massachusetts   New Mexico  \\\n",
       "2020-05-01       12.8       9.7        11.1            15.5          9.3   \n",
       "\n",
       "             Colorado   Virginia   Washington   Oregon   Maryland   Wisconsin  \\\n",
       "2020-05-01       11.6       10.0         13.2     11.8        8.8        10.5   \n",
       "\n",
       "             Alaska   Arkansas   South Carolina   West Virginia   Utah  \\\n",
       "2020-05-01     11.9        8.9              9.2            12.4    7.7   \n",
       "\n",
       "             Arizona   Tennessee   Indiana   Louisiana   Iowa   North Dakota  \\\n",
       "2020-05-01      11.2        12.1      12.4        12.2    8.3            7.2   \n",
       "\n",
       "             Nevada   Missouri   New Hampshire   Hawaii   Oklahoma  \\\n",
       "2020-05-01     24.7        9.5            11.7     20.8        9.7   \n",
       "\n",
       "             Mississippi   Montana   Nebraska   Kansas  \\\n",
       "2020-05-01          11.2       9.2        6.3      9.3   \n",
       "\n",
       "             the District of Columbia   Maine   Connecticut   Wyoming   Idaho  \\\n",
       "2020-05-01                        8.8     9.4          11.7       8.7     9.0   \n",
       "\n",
       "             Delaware   South Dakota   Vermont   Rhode Island  \n",
       "2020-05-01       13.4            6.6       9.5           15.4  "
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "unemployment_states.loc[unemployment_states.index == '2020-05-01']"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c08dd79a",
   "metadata": {
    "papermill": {
     "duration": 0.03301,
     "end_time": "2023-11-28T12:28:41.558361",
     "exception": false,
     "start_time": "2023-11-28T12:28:41.525351",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "Using `.T` allows us to flip the columns and the rows. This way:\n",
    "\n",
    "- the **US states become the index**\n",
    "- the **specified date (May 01, 2020) becomes the column** "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "27706c59",
   "metadata": {
    "papermill": {
     "duration": 0.756958,
     "end_time": "2023-11-28T12:28:42.348940",
     "exception": false,
     "start_time": "2023-11-28T12:28:41.591982",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x1200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = unemployment_states.loc[unemployment_states.index == '2020-05-01'].T \\\n",
    "        .sort_values('2020-05-01') \\\n",
    "        .plot(kind='barh', figsize=(8, 12),\n",
    "              xlabel='% Unemployed',\n",
    "              edgecolor='black', width=0.7,\n",
    "              title='Unemployment Rate by US State (May 2020)')\n",
    "\n",
    "ax.legend().remove()\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "aa767119",
   "metadata": {
    "papermill": {
     "duration": 0.040631,
     "end_time": "2023-11-28T12:28:42.511255",
     "exception": false,
     "start_time": "2023-11-28T12:28:42.470624",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# III. Participation Rate Analysis"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "60afebbf",
   "metadata": {
    "papermill": {
     "duration": 0.037059,
     "end_time": "2023-11-28T12:28:42.600800",
     "exception": false,
     "start_time": "2023-11-28T12:28:42.563741",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "Now that we have unemployment rate data, let's **begin pulling participation rate data.**"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f4d08145",
   "metadata": {
    "execution": {
     "iopub.status.busy": "2023-11-22T16:10:55.373608Z",
     "iopub.status.idle": "2023-11-22T16:10:55.373933Z",
     "shell.execute_reply": "2023-11-22T16:10:55.373796Z",
     "shell.execute_reply.started": "2023-11-22T16:10:55.373780Z"
    },
    "papermill": {
     "duration": 0.035373,
     "end_time": "2023-11-28T12:28:42.671901",
     "exception": false,
     "start_time": "2023-11-28T12:28:42.636528",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# 1. Pull Participation Rate"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "b97e20b1",
   "metadata": {
    "papermill": {
     "duration": 1.190656,
     "end_time": "2023-11-28T12:28:43.898616",
     "exception": false,
     "start_time": "2023-11-28T12:28:42.707960",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>realtime_start</th>\n",
       "      <th>realtime_end</th>\n",
       "      <th>title</th>\n",
       "      <th>observation_start</th>\n",
       "      <th>observation_end</th>\n",
       "      <th>frequency</th>\n",
       "      <th>frequency_short</th>\n",
       "      <th>units</th>\n",
       "      <th>units_short</th>\n",
       "      <th>seasonal_adjustment</th>\n",
       "      <th>seasonal_adjustment_short</th>\n",
       "      <th>last_updated</th>\n",
       "      <th>popularity</th>\n",
       "      <th>notes</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>series id</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>CIVPART</th>\n",
       "      <td>CIVPART</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>Labor Force Participation Rate</td>\n",
       "      <td>1948-01-01</td>\n",
       "      <td>2023-10-01</td>\n",
       "      <td>Monthly</td>\n",
       "      <td>M</td>\n",
       "      <td>Percent</td>\n",
       "      <td>%</td>\n",
       "      <td>Seasonally Adjusted</td>\n",
       "      <td>SA</td>\n",
       "      <td>2023-11-03 07:50:02-05:00</td>\n",
       "      <td>82</td>\n",
       "      <td>The series comes from the 'Current Population ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LNS11300060</th>\n",
       "      <td>LNS11300060</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>Labor Force Participation Rate - 25-54 Yrs.</td>\n",
       "      <td>1948-01-01</td>\n",
       "      <td>2023-10-01</td>\n",
       "      <td>Monthly</td>\n",
       "      <td>M</td>\n",
       "      <td>Percent</td>\n",
       "      <td>%</td>\n",
       "      <td>Seasonally Adjusted</td>\n",
       "      <td>SA</td>\n",
       "      <td>2023-11-03 07:50:11-05:00</td>\n",
       "      <td>65</td>\n",
       "      <td>The series comes from the 'Current Population ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LNS11300002</th>\n",
       "      <td>LNS11300002</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>Labor Force Participation Rate - Women</td>\n",
       "      <td>1948-01-01</td>\n",
       "      <td>2023-10-01</td>\n",
       "      <td>Monthly</td>\n",
       "      <td>M</td>\n",
       "      <td>Percent</td>\n",
       "      <td>%</td>\n",
       "      <td>Seasonally Adjusted</td>\n",
       "      <td>SA</td>\n",
       "      <td>2023-11-03 07:50:09-05:00</td>\n",
       "      <td>65</td>\n",
       "      <td>To obtain estimates of women worker employment...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LNS11300001</th>\n",
       "      <td>LNS11300001</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>Labor Force Participation Rate - Men</td>\n",
       "      <td>1948-01-01</td>\n",
       "      <td>2023-10-01</td>\n",
       "      <td>Monthly</td>\n",
       "      <td>M</td>\n",
       "      <td>Percent</td>\n",
       "      <td>%</td>\n",
       "      <td>Seasonally Adjusted</td>\n",
       "      <td>SA</td>\n",
       "      <td>2023-11-03 07:50:14-05:00</td>\n",
       "      <td>55</td>\n",
       "      <td>The series comes from the 'Current Population ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LNS11324230</th>\n",
       "      <td>LNS11324230</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>Labor Force Participation Rate - 55 Yrs. &amp; over</td>\n",
       "      <td>1948-01-01</td>\n",
       "      <td>2023-10-01</td>\n",
       "      <td>Monthly</td>\n",
       "      <td>M</td>\n",
       "      <td>Percent</td>\n",
       "      <td>%</td>\n",
       "      <td>Seasonally Adjusted</td>\n",
       "      <td>SA</td>\n",
       "      <td>2023-11-03 07:50:20-05:00</td>\n",
       "      <td>49</td>\n",
       "      <td>The series comes from the 'Current Population ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
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       "    <tr>\n",
       "      <th>LRINTTMAUSM156S</th>\n",
       "      <td>LRINTTMAUSM156S</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>Inactivity Rate: Aged 15 and over: Males for U...</td>\n",
       "      <td>1975-01-01</td>\n",
       "      <td>2023-10-01</td>\n",
       "      <td>Monthly</td>\n",
       "      <td>M</td>\n",
       "      <td>Percent</td>\n",
       "      <td>%</td>\n",
       "      <td>Seasonally Adjusted</td>\n",
       "      <td>SA</td>\n",
       "      <td>2023-11-17 12:00:43-06:00</td>\n",
       "      <td>1</td>\n",
       "      <td>OECD Descriptor ID: LRINTTMA OECD unit ID: PC ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LRINTTFEUSM156S</th>\n",
       "      <td>LRINTTFEUSM156S</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>Inactivity Rate: Aged 15 and over: Females for...</td>\n",
       "      <td>1975-01-01</td>\n",
       "      <td>2023-10-01</td>\n",
       "      <td>Monthly</td>\n",
       "      <td>M</td>\n",
       "      <td>Percent</td>\n",
       "      <td>%</td>\n",
       "      <td>Seasonally Adjusted</td>\n",
       "      <td>SA</td>\n",
       "      <td>2023-11-17 12:00:43-06:00</td>\n",
       "      <td>1</td>\n",
       "      <td>OECD Descriptor ID: LRINTTFE OECD unit ID: PC ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LRIN74TTUSM156S</th>\n",
       "      <td>LRIN74TTUSM156S</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>Inactivity Rate: Aged 15-74: All Persons for U...</td>\n",
       "      <td>1981-01-01</td>\n",
       "      <td>2023-10-01</td>\n",
       "      <td>Monthly</td>\n",
       "      <td>M</td>\n",
       "      <td>Percent</td>\n",
       "      <td>%</td>\n",
       "      <td>Seasonally Adjusted</td>\n",
       "      <td>SA</td>\n",
       "      <td>2023-11-17 12:38:08-06:00</td>\n",
       "      <td>0</td>\n",
       "      <td>OECD Descriptor ID: LRIN74TT OECD unit ID: PC ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LRINTTTTUSM156S</th>\n",
       "      <td>LRINTTTTUSM156S</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>Inactivity Rate: Aged 15 and over: All Persons...</td>\n",
       "      <td>1975-01-01</td>\n",
       "      <td>2023-10-01</td>\n",
       "      <td>Monthly</td>\n",
       "      <td>M</td>\n",
       "      <td>Percent</td>\n",
       "      <td>%</td>\n",
       "      <td>Seasonally Adjusted</td>\n",
       "      <td>SA</td>\n",
       "      <td>2023-11-17 12:00:43-06:00</td>\n",
       "      <td>1</td>\n",
       "      <td>OECD Descriptor ID: LRINTTTT OECD unit ID: PC ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LRACTTTTUSM156S</th>\n",
       "      <td>LRACTTTTUSM156S</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>Activity Rate: Aged 15 and over: All Persons f...</td>\n",
       "      <td>1960-01-01</td>\n",
       "      <td>2023-10-01</td>\n",
       "      <td>Monthly</td>\n",
       "      <td>M</td>\n",
       "      <td>Percent</td>\n",
       "      <td>%</td>\n",
       "      <td>Seasonally Adjusted</td>\n",
       "      <td>SA</td>\n",
       "      <td>2023-11-17 12:02:11-06:00</td>\n",
       "      <td>1</td>\n",
       "      <td>OECD Descriptor ID: LRACTTTT OECD unit ID: PC ...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>109 rows × 15 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                              id realtime_start realtime_end  \\\n",
       "series id                                                      \n",
       "CIVPART                  CIVPART     2023-11-28   2023-11-28   \n",
       "LNS11300060          LNS11300060     2023-11-28   2023-11-28   \n",
       "LNS11300002          LNS11300002     2023-11-28   2023-11-28   \n",
       "LNS11300001          LNS11300001     2023-11-28   2023-11-28   \n",
       "LNS11324230          LNS11324230     2023-11-28   2023-11-28   \n",
       "...                          ...            ...          ...   \n",
       "LRINTTMAUSM156S  LRINTTMAUSM156S     2023-11-28   2023-11-28   \n",
       "LRINTTFEUSM156S  LRINTTFEUSM156S     2023-11-28   2023-11-28   \n",
       "LRIN74TTUSM156S  LRIN74TTUSM156S     2023-11-28   2023-11-28   \n",
       "LRINTTTTUSM156S  LRINTTTTUSM156S     2023-11-28   2023-11-28   \n",
       "LRACTTTTUSM156S  LRACTTTTUSM156S     2023-11-28   2023-11-28   \n",
       "\n",
       "                                                             title  \\\n",
       "series id                                                            \n",
       "CIVPART                             Labor Force Participation Rate   \n",
       "LNS11300060            Labor Force Participation Rate - 25-54 Yrs.   \n",
       "LNS11300002                 Labor Force Participation Rate - Women   \n",
       "LNS11300001                   Labor Force Participation Rate - Men   \n",
       "LNS11324230        Labor Force Participation Rate - 55 Yrs. & over   \n",
       "...                                                            ...   \n",
       "LRINTTMAUSM156S  Inactivity Rate: Aged 15 and over: Males for U...   \n",
       "LRINTTFEUSM156S  Inactivity Rate: Aged 15 and over: Females for...   \n",
       "LRIN74TTUSM156S  Inactivity Rate: Aged 15-74: All Persons for U...   \n",
       "LRINTTTTUSM156S  Inactivity Rate: Aged 15 and over: All Persons...   \n",
       "LRACTTTTUSM156S  Activity Rate: Aged 15 and over: All Persons f...   \n",
       "\n",
       "                observation_start observation_end frequency frequency_short  \\\n",
       "series id                                                                     \n",
       "CIVPART                1948-01-01      2023-10-01   Monthly               M   \n",
       "LNS11300060            1948-01-01      2023-10-01   Monthly               M   \n",
       "LNS11300002            1948-01-01      2023-10-01   Monthly               M   \n",
       "LNS11300001            1948-01-01      2023-10-01   Monthly               M   \n",
       "LNS11324230            1948-01-01      2023-10-01   Monthly               M   \n",
       "...                           ...             ...       ...             ...   \n",
       "LRINTTMAUSM156S        1975-01-01      2023-10-01   Monthly               M   \n",
       "LRINTTFEUSM156S        1975-01-01      2023-10-01   Monthly               M   \n",
       "LRIN74TTUSM156S        1981-01-01      2023-10-01   Monthly               M   \n",
       "LRINTTTTUSM156S        1975-01-01      2023-10-01   Monthly               M   \n",
       "LRACTTTTUSM156S        1960-01-01      2023-10-01   Monthly               M   \n",
       "\n",
       "                   units units_short  seasonal_adjustment  \\\n",
       "series id                                                   \n",
       "CIVPART          Percent           %  Seasonally Adjusted   \n",
       "LNS11300060      Percent           %  Seasonally Adjusted   \n",
       "LNS11300002      Percent           %  Seasonally Adjusted   \n",
       "LNS11300001      Percent           %  Seasonally Adjusted   \n",
       "LNS11324230      Percent           %  Seasonally Adjusted   \n",
       "...                  ...         ...                  ...   \n",
       "LRINTTMAUSM156S  Percent           %  Seasonally Adjusted   \n",
       "LRINTTFEUSM156S  Percent           %  Seasonally Adjusted   \n",
       "LRIN74TTUSM156S  Percent           %  Seasonally Adjusted   \n",
       "LRINTTTTUSM156S  Percent           %  Seasonally Adjusted   \n",
       "LRACTTTTUSM156S  Percent           %  Seasonally Adjusted   \n",
       "\n",
       "                seasonal_adjustment_short               last_updated  \\\n",
       "series id                                                              \n",
       "CIVPART                                SA  2023-11-03 07:50:02-05:00   \n",
       "LNS11300060                            SA  2023-11-03 07:50:11-05:00   \n",
       "LNS11300002                            SA  2023-11-03 07:50:09-05:00   \n",
       "LNS11300001                            SA  2023-11-03 07:50:14-05:00   \n",
       "LNS11324230                            SA  2023-11-03 07:50:20-05:00   \n",
       "...                                   ...                        ...   \n",
       "LRINTTMAUSM156S                        SA  2023-11-17 12:00:43-06:00   \n",
       "LRINTTFEUSM156S                        SA  2023-11-17 12:00:43-06:00   \n",
       "LRIN74TTUSM156S                        SA  2023-11-17 12:38:08-06:00   \n",
       "LRINTTTTUSM156S                        SA  2023-11-17 12:00:43-06:00   \n",
       "LRACTTTTUSM156S                        SA  2023-11-17 12:02:11-06:00   \n",
       "\n",
       "                popularity                                              notes  \n",
       "series id                                                                      \n",
       "CIVPART                 82  The series comes from the 'Current Population ...  \n",
       "LNS11300060             65  The series comes from the 'Current Population ...  \n",
       "LNS11300002             65  To obtain estimates of women worker employment...  \n",
       "LNS11300001             55  The series comes from the 'Current Population ...  \n",
       "LNS11324230             49  The series comes from the 'Current Population ...  \n",
       "...                    ...                                                ...  \n",
       "LRINTTMAUSM156S          1  OECD Descriptor ID: LRINTTMA OECD unit ID: PC ...  \n",
       "LRINTTFEUSM156S          1  OECD Descriptor ID: LRINTTFE OECD unit ID: PC ...  \n",
       "LRIN74TTUSM156S          0  OECD Descriptor ID: LRIN74TT OECD unit ID: PC ...  \n",
       "LRINTTTTUSM156S          1  OECD Descriptor ID: LRINTTTT OECD unit ID: PC ...  \n",
       "LRACTTTTUSM156S          1  OECD Descriptor ID: LRACTTTT OECD unit ID: PC ...  \n",
       "\n",
       "[109 rows x 15 columns]"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "participation_df = fred.search('participation rate state', filter=('frequency', 'Monthly'))\n",
    "participation_df = participation_df.query('seasonal_adjustment == \"Seasonally Adjusted\" and ' +\n",
    "                                          'units == \"Percent\"')\n",
    "\n",
    "participation_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "2da23c0c",
   "metadata": {
    "papermill": {
     "duration": 0.048736,
     "end_time": "2023-11-28T12:28:43.983064",
     "exception": false,
     "start_time": "2023-11-28T12:28:43.934328",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'CIVPART': 'Labor Force Participation Rate',\n",
       " 'LNS11300060': 'Labor Force Participation Rate - 25-54 Yrs.',\n",
       " 'LNS11300002': 'Labor Force Participation Rate - Women',\n",
       " 'LNS11300001': 'Labor Force Participation Rate - Men',\n",
       " 'LNS11324230': 'Labor Force Participation Rate - 55 Yrs. & over',\n",
       " 'LNS11300012': 'Labor Force Participation Rate - 16-19 Yrs.',\n",
       " 'LNS11300006': 'Labor Force Participation Rate - Black or African American',\n",
       " 'LNS11300036': 'Labor Force Participation Rate - 20-24 Yrs.',\n",
       " 'LRAC25MAUSM156S': 'Activity Rate: Aged 25-54: Males for United States',\n",
       " 'LRAC25FEUSM156S': 'Activity Rate: Aged 25-54: Females for United States',\n",
       " 'LBSSA06': ' California',\n",
       " 'LBSSA01': ' Alabama',\n",
       " 'LNS11327662': \"Labor Force Participation Rate - Bachelor's Degree and Higher, 25 Yrs. & over\",\n",
       " 'LBSSA26': ' Michigan',\n",
       " 'LBSSA12': ' Florida',\n",
       " 'LBSSA55': ' Wisconsin',\n",
       " 'LNS11300028': 'Labor Force Participation Rate - 20 Yrs. & over, White Men',\n",
       " 'LNS11300031': 'Labor Force Participation Rate - 20 Yrs. & over, Black or African American Men',\n",
       " 'LNS11300003': 'Labor Force Participation Rate - White',\n",
       " 'LBSSA27': ' Minnesota',\n",
       " 'LBSSA36': ' New York',\n",
       " 'LBSSA21': ' Kentucky',\n",
       " 'LNS11327660': 'Labor Force Participation Rate - High School Graduates, No College, 25 Yrs. & over',\n",
       " 'LNS11300032': 'Labor Force Participation Rate - 20 Yrs. & over, Black or African American Women',\n",
       " 'LBSSA48': ' Texas',\n",
       " 'LBSSA39': ' Ohio',\n",
       " 'LBSSA28': ' Mississippi',\n",
       " 'LBSSA35': ' New Mexico',\n",
       " 'LNS11300026': 'Labor Force Participation Rate - 20 Yrs. & over, Women',\n",
       " 'LBSSA53': ' Washington',\n",
       " 'LBSSA23': ' Maine',\n",
       " 'LBSSA49': ' Utah',\n",
       " 'LBSSA17': ' Illinois',\n",
       " 'LNS11300009': 'Labor Force Participation Rate - Hispanic or Latino',\n",
       " 'LRIN64TTUSM156S': 'Inactivity Rate: Aged 15-64: All Persons for United States',\n",
       " 'LBSSA54': ' West Virginia',\n",
       " 'LBSSA47': ' Tennessee',\n",
       " 'LBSSA24': ' Maryland',\n",
       " 'LBSSA25': ' Massachusetts',\n",
       " 'LBSSA42': ' Pennsylvania',\n",
       " 'LBSSA37': ' North Carolina',\n",
       " 'LBSSA13': ' Georgia',\n",
       " 'LBSSA22': ' Louisiana',\n",
       " 'LBSSA51': ' Virginia',\n",
       " 'LBSSA45': ' South Carolina',\n",
       " 'LNS11300025': 'Labor Force Participation Rate - 20 Yrs. & over, Men',\n",
       " 'LBSSA15': ' Hawaii',\n",
       " 'LBSSA20': ' Kansas',\n",
       " 'LBSSA05': ' Arkansas',\n",
       " 'LBSSA08': ' Colorado',\n",
       " 'LBSSA33': ' New Hampshire',\n",
       " 'LBSSA09': ' Connecticut',\n",
       " 'LNS11300029': 'Labor Force Participation Rate - 20 Yrs. & over, White Women',\n",
       " 'LNS11327659': 'Labor Force Participation Rate - Less Than a High School Diploma, 25 Yrs. & over',\n",
       " 'LBSSA29': ' Missouri',\n",
       " 'LRAC64TTUSM156S': 'Activity Rate: Aged 15-64: All Persons for United States',\n",
       " 'LBSSA31': ' Nebraska',\n",
       " 'LBSSA32': ' Nevada',\n",
       " 'LBSSA04': ' Arizona',\n",
       " 'LBSSA19': ' Iowa',\n",
       " 'LBSSA18': ' Indiana',\n",
       " 'LBSSA16': ' Idaho',\n",
       " 'LBSSA34': ' New Jersey',\n",
       " 'LBSSA41': ' Oregon',\n",
       " 'LBSSA40': ' Oklahoma',\n",
       " 'LBSSA02': ' Alaska',\n",
       " 'LNS11300018': 'Labor Force Participation Rate - 16-19 Yrs., Black or African American',\n",
       " 'LBSSA50': ' Vermont',\n",
       " 'LBSSA44': ' Rhode Island',\n",
       " 'LRAC55TTUSM156S': 'Activity Rate: Aged 55-64: All Persons for United States',\n",
       " 'LNS11327689': 'Labor Force Participation Rate - Some College or Associate Degree, 25 Yrs. & over',\n",
       " 'LBSSA46': ' South Dakota',\n",
       " 'LBSSA30': ' Montana',\n",
       " 'LBSSA56': ' Wyoming',\n",
       " 'LBSSA38': ' North Dakota',\n",
       " 'LBSSA10': ' Delaware',\n",
       " 'LNS11300015': 'Labor Force Participation Rate - 16-19 Yrs., White',\n",
       " 'LRIN25MAUSM156S': 'Inactivity Rate: Aged 25-54: Males for United States',\n",
       " 'LRAC64FEUSM156S': 'Activity Rate: Aged 15-64: Females for United States',\n",
       " 'LRAC24TTUSM156S': 'Activity Rate: Aged 15-24: All Persons for United States',\n",
       " 'LRIN55TTUSM156S': 'Inactivity Rate: Aged 55-64: All Persons for United States',\n",
       " 'LBSSA11': ' District Of Columbia',\n",
       " 'LRAC55MAUSM156S': 'Activity Rate: Aged 55-64: Males for United States',\n",
       " 'LRAC24FEUSM156S': 'Activity Rate: Aged 15-24: Females for United States',\n",
       " 'LRAC24MAUSM156S': 'Activity Rate: Aged 15-24: Males for United States',\n",
       " 'LRAC55FEUSM156S': 'Activity Rate: Aged 55-64: Females for United States',\n",
       " 'LRIN55MAUSM156S': 'Inactivity Rate: Aged 55-64: Males for United States',\n",
       " 'LRIN24FEUSM156S': 'Inactivity Rate: Aged 15-24: Females for United States',\n",
       " 'LRIN24MAUSM156S': 'Inactivity Rate: Aged 15-24: Males for United States',\n",
       " 'LRIN55FEUSM156S': 'Inactivity Rate: Aged 55-64: Females for United States',\n",
       " 'LRAC74MAUSM156S': 'Activity Rate: Aged 15-74: Males for United States',\n",
       " 'LRAC74FEUSM156S': 'Activity Rate: Aged 15-74: Females for United States',\n",
       " 'LRIN74FEUSM156S': 'Inactivity Rate: Aged 15-74: Females for United States',\n",
       " 'LRIN74MAUSM156S': 'Inactivity Rate: Aged 15-74: Males for United States',\n",
       " 'LRIN64MAUSM156S': 'Inactivity Rate: Aged 15-64: Males for United States',\n",
       " 'LRIN64FEUSM156S': 'Inactivity Rate: Aged 15-64: Females for United States',\n",
       " 'LRAC64MAUSM156S': 'Activity Rate: Aged 15-64: Males for United States',\n",
       " 'LRIN25FEUSM156S': 'Inactivity Rate: Aged 25-54: Females for United States',\n",
       " 'LRAC25TTUSM156S': 'Activity Rate: Aged 25-54: All Persons for United States',\n",
       " 'LRIN24TTUSM156S': 'Inactivity Rate: Aged 15-24: All Persons for United States',\n",
       " 'LRAC74TTUSM156S': 'Activity Rate: Aged 15-74: All Persons for United States',\n",
       " 'LRIN25TTUSM156S': 'Inactivity Rate: Aged 25-54: All Persons for United States',\n",
       " 'LRACTTMAUSM156S': 'Activity Rate: Aged 15 and over: Males for United States',\n",
       " 'LRACTTFEUSM156S': 'Activity Rate: Aged 15 and over: Females for United States',\n",
       " 'LRINTTMAUSM156S': 'Inactivity Rate: Aged 15 and over: Males for United States',\n",
       " 'LRINTTFEUSM156S': 'Inactivity Rate: Aged 15 and over: Females for United States',\n",
       " 'LRIN74TTUSM156S': 'Inactivity Rate: Aged 15-74: All Persons for United States',\n",
       " 'LRINTTTTUSM156S': 'Inactivity Rate: Aged 15 and over: All Persons for United States',\n",
       " 'LRACTTTTUSM156S': 'Activity Rate: Aged 15 and over: All Persons for United States'}"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "participation_id_to_state = participation_df['title'].str \\\n",
    "    .replace('Labor Force Participation Rate for', '') \\\n",
    "    .to_dict()\n",
    "\n",
    "participation_id_to_state"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "2fafbe96",
   "metadata": {
    "papermill": {
     "duration": 5.952988,
     "end_time": "2023-11-28T12:28:49.971493",
     "exception": true,
     "start_time": "2023-11-28T12:28:44.018505",
     "status": "failed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "participation_all_results = []\n",
    "\n",
    "for part_id in participation_df.index:\n",
    "    participation_results = fred.get_series(part_id)\n",
    "    participation_results = participation_results.to_frame(name=part_id)\n",
    "    \n",
    "    participation_all_results.append(participation_results)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "0cad5798",
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CIVPART</th>\n",
       "      <th>LNS11300060</th>\n",
       "      <th>LNS11300002</th>\n",
       "      <th>LNS11300001</th>\n",
       "      <th>LNS11324230</th>\n",
       "      <th>LNS11300012</th>\n",
       "      <th>LNS11300006</th>\n",
       "      <th>LNS11300036</th>\n",
       "      <th>LRAC25MAUSM156S</th>\n",
       "      <th>LRAC25FEUSM156S</th>\n",
       "      <th>LBSSA06</th>\n",
       "      <th>LBSSA01</th>\n",
       "      <th>LNS11327662</th>\n",
       "      <th>LBSSA26</th>\n",
       "      <th>LBSSA12</th>\n",
       "      <th>LBSSA55</th>\n",
       "      <th>LNS11300028</th>\n",
       "      <th>LNS11300031</th>\n",
       "      <th>LNS11300003</th>\n",
       "      <th>LBSSA27</th>\n",
       "      <th>LBSSA36</th>\n",
       "      <th>LBSSA21</th>\n",
       "      <th>LNS11327660</th>\n",
       "      <th>LNS11300032</th>\n",
       "      <th>LBSSA48</th>\n",
       "      <th>LBSSA39</th>\n",
       "      <th>LBSSA28</th>\n",
       "      <th>LBSSA35</th>\n",
       "      <th>LNS11300026</th>\n",
       "      <th>LBSSA53</th>\n",
       "      <th>LBSSA23</th>\n",
       "      <th>LBSSA49</th>\n",
       "      <th>LBSSA17</th>\n",
       "      <th>LNS11300009</th>\n",
       "      <th>LRIN64TTUSM156S</th>\n",
       "      <th>LBSSA54</th>\n",
       "      <th>LBSSA47</th>\n",
       "      <th>LBSSA24</th>\n",
       "      <th>LBSSA25</th>\n",
       "      <th>LBSSA42</th>\n",
       "      <th>LBSSA37</th>\n",
       "      <th>LBSSA13</th>\n",
       "      <th>LBSSA22</th>\n",
       "      <th>LBSSA51</th>\n",
       "      <th>LBSSA45</th>\n",
       "      <th>LNS11300025</th>\n",
       "      <th>LBSSA15</th>\n",
       "      <th>LBSSA20</th>\n",
       "      <th>LBSSA05</th>\n",
       "      <th>LBSSA08</th>\n",
       "      <th>LBSSA33</th>\n",
       "      <th>LBSSA09</th>\n",
       "      <th>LNS11300029</th>\n",
       "      <th>LNS11327659</th>\n",
       "      <th>LBSSA29</th>\n",
       "      <th>LRAC64TTUSM156S</th>\n",
       "      <th>LBSSA31</th>\n",
       "      <th>LBSSA32</th>\n",
       "      <th>LBSSA04</th>\n",
       "      <th>LBSSA19</th>\n",
       "      <th>LBSSA18</th>\n",
       "      <th>LBSSA16</th>\n",
       "      <th>LBSSA34</th>\n",
       "      <th>LBSSA41</th>\n",
       "      <th>LBSSA40</th>\n",
       "      <th>LBSSA02</th>\n",
       "      <th>LNS11300018</th>\n",
       "      <th>LBSSA50</th>\n",
       "      <th>LBSSA44</th>\n",
       "      <th>LRAC55TTUSM156S</th>\n",
       "      <th>LNS11327689</th>\n",
       "      <th>LBSSA46</th>\n",
       "      <th>LBSSA30</th>\n",
       "      <th>LBSSA56</th>\n",
       "      <th>LBSSA38</th>\n",
       "      <th>LBSSA10</th>\n",
       "      <th>LNS11300015</th>\n",
       "      <th>LRIN25MAUSM156S</th>\n",
       "      <th>LRAC64FEUSM156S</th>\n",
       "      <th>LRAC24TTUSM156S</th>\n",
       "      <th>LRIN55TTUSM156S</th>\n",
       "      <th>LBSSA11</th>\n",
       "      <th>LRAC55MAUSM156S</th>\n",
       "      <th>LRAC24FEUSM156S</th>\n",
       "      <th>LRAC24MAUSM156S</th>\n",
       "      <th>LRAC55FEUSM156S</th>\n",
       "      <th>LRIN55MAUSM156S</th>\n",
       "      <th>LRIN24FEUSM156S</th>\n",
       "      <th>LRIN24MAUSM156S</th>\n",
       "      <th>LRIN55FEUSM156S</th>\n",
       "      <th>LRAC74MAUSM156S</th>\n",
       "      <th>LRAC74FEUSM156S</th>\n",
       "      <th>LRIN74FEUSM156S</th>\n",
       "      <th>LRIN74MAUSM156S</th>\n",
       "      <th>LRIN64MAUSM156S</th>\n",
       "      <th>LRIN64FEUSM156S</th>\n",
       "      <th>LRAC64MAUSM156S</th>\n",
       "      <th>LRIN25FEUSM156S</th>\n",
       "      <th>LRAC25TTUSM156S</th>\n",
       "      <th>LRIN24TTUSM156S</th>\n",
       "      <th>LRAC74TTUSM156S</th>\n",
       "      <th>LRIN25TTUSM156S</th>\n",
       "      <th>LRACTTMAUSM156S</th>\n",
       "      <th>LRACTTFEUSM156S</th>\n",
       "      <th>LRINTTMAUSM156S</th>\n",
       "      <th>LRINTTFEUSM156S</th>\n",
       "      <th>LRIN74TTUSM156S</th>\n",
       "      <th>LRINTTTTUSM156S</th>\n",
       "      <th>LRACTTTTUSM156S</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1948-01-01</th>\n",
       "      <td>58.6</td>\n",
       "      <td>64.2</td>\n",
       "      <td>32.0</td>\n",
       "      <td>86.7</td>\n",
       "      <td>43.0</td>\n",
       "      <td>53.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>64.4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>31.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>88.7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1948-02-01</th>\n",
       "      <td>58.9</td>\n",
       "      <td>64.6</td>\n",
       "      <td>32.4</td>\n",
       "      <td>87.0</td>\n",
       "      <td>43.3</td>\n",
       "      <td>53.7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>64.9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>31.4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>89.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1948-03-01</th>\n",
       "      <td>58.5</td>\n",
       "      <td>64.3</td>\n",
       "      <td>32.1</td>\n",
       "      <td>86.3</td>\n",
       "      <td>43.0</td>\n",
       "      <td>54.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>63.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>31.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>88.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1948-04-01</th>\n",
       "      <td>59.0</td>\n",
       "      <td>64.8</td>\n",
       "      <td>33.0</td>\n",
       "      <td>86.6</td>\n",
       "      <td>43.4</td>\n",
       "      <td>54.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>63.7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>32.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>88.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1948-05-01</th>\n",
       "      <td>58.3</td>\n",
       "      <td>64.3</td>\n",
       "      <td>32.0</td>\n",
       "      <td>86.1</td>\n",
       "      <td>43.2</td>\n",
       "      <td>50.9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>63.7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>31.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>88.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-06-01</th>\n",
       "      <td>62.6</td>\n",
       "      <td>83.5</td>\n",
       "      <td>57.3</td>\n",
       "      <td>68.1</td>\n",
       "      <td>38.3</td>\n",
       "      <td>36.3</td>\n",
       "      <td>62.6</td>\n",
       "      <td>71.0</td>\n",
       "      <td>89.2</td>\n",
       "      <td>77.8</td>\n",
       "      <td>62.5</td>\n",
       "      <td>57.0</td>\n",
       "      <td>73.4</td>\n",
       "      <td>60.7</td>\n",
       "      <td>59.5</td>\n",
       "      <td>65.3</td>\n",
       "      <td>70.3</td>\n",
       "      <td>68.0</td>\n",
       "      <td>62.3</td>\n",
       "      <td>68.4</td>\n",
       "      <td>61.2</td>\n",
       "      <td>57.8</td>\n",
       "      <td>57.0</td>\n",
       "      <td>62.9</td>\n",
       "      <td>64.2</td>\n",
       "      <td>62.2</td>\n",
       "      <td>54.5</td>\n",
       "      <td>57.0</td>\n",
       "      <td>58.6</td>\n",
       "      <td>64.7</td>\n",
       "      <td>58.4</td>\n",
       "      <td>69.6</td>\n",
       "      <td>64.6</td>\n",
       "      <td>67.3</td>\n",
       "      <td>25.290479</td>\n",
       "      <td>54.6</td>\n",
       "      <td>59.3</td>\n",
       "      <td>65.3</td>\n",
       "      <td>64.6</td>\n",
       "      <td>62.0</td>\n",
       "      <td>60.7</td>\n",
       "      <td>61.3</td>\n",
       "      <td>59.5</td>\n",
       "      <td>66.6</td>\n",
       "      <td>56.7</td>\n",
       "      <td>70.5</td>\n",
       "      <td>60.4</td>\n",
       "      <td>66.8</td>\n",
       "      <td>57.6</td>\n",
       "      <td>68.7</td>\n",
       "      <td>65.2</td>\n",
       "      <td>64.1</td>\n",
       "      <td>57.6</td>\n",
       "      <td>46.6</td>\n",
       "      <td>63.6</td>\n",
       "      <td>74.709521</td>\n",
       "      <td>69.5</td>\n",
       "      <td>61.5</td>\n",
       "      <td>61.7</td>\n",
       "      <td>68.7</td>\n",
       "      <td>63.6</td>\n",
       "      <td>62.5</td>\n",
       "      <td>65.4</td>\n",
       "      <td>62.0</td>\n",
       "      <td>61.4</td>\n",
       "      <td>65.3</td>\n",
       "      <td>29.8</td>\n",
       "      <td>63.8</td>\n",
       "      <td>63.2</td>\n",
       "      <td>65.620207</td>\n",
       "      <td>62.5</td>\n",
       "      <td>67.9</td>\n",
       "      <td>62.8</td>\n",
       "      <td>64.6</td>\n",
       "      <td>69.7</td>\n",
       "      <td>60.0</td>\n",
       "      <td>38.1</td>\n",
       "      <td>10.865244</td>\n",
       "      <td>69.966280</td>\n",
       "      <td>55.8</td>\n",
       "      <td>34.379793</td>\n",
       "      <td>70.8</td>\n",
       "      <td>71.578012</td>\n",
       "      <td>55.4</td>\n",
       "      <td>56.2</td>\n",
       "      <td>59.876960</td>\n",
       "      <td>28.421988</td>\n",
       "      <td>44.519844</td>\n",
       "      <td>43.729189</td>\n",
       "      <td>40.123040</td>\n",
       "      <td>72.975870</td>\n",
       "      <td>63.026070</td>\n",
       "      <td>36.973930</td>\n",
       "      <td>27.024130</td>\n",
       "      <td>20.523423</td>\n",
       "      <td>30.033720</td>\n",
       "      <td>79.476577</td>\n",
       "      <td>22.354717</td>\n",
       "      <td>83.5</td>\n",
       "      <td>44.120953</td>\n",
       "      <td>67.947557</td>\n",
       "      <td>16.616358</td>\n",
       "      <td>68.1</td>\n",
       "      <td>57.3</td>\n",
       "      <td>31.878412</td>\n",
       "      <td>42.727579</td>\n",
       "      <td>32.052443</td>\n",
       "      <td>37.424897</td>\n",
       "      <td>62.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-07-01</th>\n",
       "      <td>62.6</td>\n",
       "      <td>83.4</td>\n",
       "      <td>57.4</td>\n",
       "      <td>68.0</td>\n",
       "      <td>38.6</td>\n",
       "      <td>35.7</td>\n",
       "      <td>62.7</td>\n",
       "      <td>70.6</td>\n",
       "      <td>89.4</td>\n",
       "      <td>77.5</td>\n",
       "      <td>62.4</td>\n",
       "      <td>57.0</td>\n",
       "      <td>73.4</td>\n",
       "      <td>61.0</td>\n",
       "      <td>59.7</td>\n",
       "      <td>65.5</td>\n",
       "      <td>70.2</td>\n",
       "      <td>68.3</td>\n",
       "      <td>62.3</td>\n",
       "      <td>68.5</td>\n",
       "      <td>61.4</td>\n",
       "      <td>57.7</td>\n",
       "      <td>56.5</td>\n",
       "      <td>63.0</td>\n",
       "      <td>64.2</td>\n",
       "      <td>62.1</td>\n",
       "      <td>54.4</td>\n",
       "      <td>57.1</td>\n",
       "      <td>58.7</td>\n",
       "      <td>64.7</td>\n",
       "      <td>58.5</td>\n",
       "      <td>69.8</td>\n",
       "      <td>64.4</td>\n",
       "      <td>67.4</td>\n",
       "      <td>25.330745</td>\n",
       "      <td>54.7</td>\n",
       "      <td>59.4</td>\n",
       "      <td>65.3</td>\n",
       "      <td>64.5</td>\n",
       "      <td>61.9</td>\n",
       "      <td>60.7</td>\n",
       "      <td>61.4</td>\n",
       "      <td>59.3</td>\n",
       "      <td>66.7</td>\n",
       "      <td>56.9</td>\n",
       "      <td>70.4</td>\n",
       "      <td>60.3</td>\n",
       "      <td>66.8</td>\n",
       "      <td>57.7</td>\n",
       "      <td>68.7</td>\n",
       "      <td>64.9</td>\n",
       "      <td>64.1</td>\n",
       "      <td>57.7</td>\n",
       "      <td>47.7</td>\n",
       "      <td>63.6</td>\n",
       "      <td>74.669255</td>\n",
       "      <td>69.4</td>\n",
       "      <td>61.6</td>\n",
       "      <td>61.8</td>\n",
       "      <td>68.8</td>\n",
       "      <td>63.6</td>\n",
       "      <td>62.4</td>\n",
       "      <td>65.5</td>\n",
       "      <td>61.8</td>\n",
       "      <td>61.6</td>\n",
       "      <td>65.2</td>\n",
       "      <td>28.2</td>\n",
       "      <td>63.9</td>\n",
       "      <td>63.3</td>\n",
       "      <td>65.807835</td>\n",
       "      <td>62.7</td>\n",
       "      <td>67.8</td>\n",
       "      <td>62.7</td>\n",
       "      <td>64.6</td>\n",
       "      <td>69.7</td>\n",
       "      <td>60.1</td>\n",
       "      <td>37.8</td>\n",
       "      <td>10.680838</td>\n",
       "      <td>69.970753</td>\n",
       "      <td>55.3</td>\n",
       "      <td>34.192165</td>\n",
       "      <td>70.8</td>\n",
       "      <td>71.345321</td>\n",
       "      <td>55.4</td>\n",
       "      <td>55.3</td>\n",
       "      <td>60.484973</td>\n",
       "      <td>28.654679</td>\n",
       "      <td>44.479229</td>\n",
       "      <td>44.518211</td>\n",
       "      <td>39.515027</td>\n",
       "      <td>72.937163</td>\n",
       "      <td>63.087335</td>\n",
       "      <td>36.912665</td>\n",
       "      <td>27.062837</td>\n",
       "      <td>20.601977</td>\n",
       "      <td>30.029247</td>\n",
       "      <td>79.398023</td>\n",
       "      <td>22.587171</td>\n",
       "      <td>83.4</td>\n",
       "      <td>44.498874</td>\n",
       "      <td>67.959147</td>\n",
       "      <td>16.638125</td>\n",
       "      <td>68.0</td>\n",
       "      <td>57.4</td>\n",
       "      <td>32.037607</td>\n",
       "      <td>42.556558</td>\n",
       "      <td>32.040853</td>\n",
       "      <td>37.415076</td>\n",
       "      <td>62.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-08-01</th>\n",
       "      <td>62.8</td>\n",
       "      <td>83.5</td>\n",
       "      <td>57.7</td>\n",
       "      <td>68.2</td>\n",
       "      <td>38.8</td>\n",
       "      <td>36.9</td>\n",
       "      <td>62.6</td>\n",
       "      <td>71.2</td>\n",
       "      <td>89.3</td>\n",
       "      <td>77.6</td>\n",
       "      <td>62.4</td>\n",
       "      <td>57.0</td>\n",
       "      <td>73.5</td>\n",
       "      <td>61.3</td>\n",
       "      <td>59.7</td>\n",
       "      <td>65.7</td>\n",
       "      <td>70.3</td>\n",
       "      <td>68.4</td>\n",
       "      <td>62.5</td>\n",
       "      <td>68.5</td>\n",
       "      <td>61.5</td>\n",
       "      <td>57.6</td>\n",
       "      <td>56.5</td>\n",
       "      <td>62.7</td>\n",
       "      <td>64.2</td>\n",
       "      <td>62.1</td>\n",
       "      <td>54.3</td>\n",
       "      <td>57.2</td>\n",
       "      <td>59.0</td>\n",
       "      <td>64.6</td>\n",
       "      <td>58.6</td>\n",
       "      <td>69.8</td>\n",
       "      <td>64.4</td>\n",
       "      <td>67.1</td>\n",
       "      <td>25.095222</td>\n",
       "      <td>54.9</td>\n",
       "      <td>59.4</td>\n",
       "      <td>65.3</td>\n",
       "      <td>64.5</td>\n",
       "      <td>61.9</td>\n",
       "      <td>60.8</td>\n",
       "      <td>61.4</td>\n",
       "      <td>59.0</td>\n",
       "      <td>66.7</td>\n",
       "      <td>57.0</td>\n",
       "      <td>70.5</td>\n",
       "      <td>60.2</td>\n",
       "      <td>66.7</td>\n",
       "      <td>57.7</td>\n",
       "      <td>68.7</td>\n",
       "      <td>64.6</td>\n",
       "      <td>64.1</td>\n",
       "      <td>58.0</td>\n",
       "      <td>47.6</td>\n",
       "      <td>63.7</td>\n",
       "      <td>74.904778</td>\n",
       "      <td>69.2</td>\n",
       "      <td>61.7</td>\n",
       "      <td>61.8</td>\n",
       "      <td>68.7</td>\n",
       "      <td>63.5</td>\n",
       "      <td>62.4</td>\n",
       "      <td>65.5</td>\n",
       "      <td>61.7</td>\n",
       "      <td>61.8</td>\n",
       "      <td>65.2</td>\n",
       "      <td>29.2</td>\n",
       "      <td>64.0</td>\n",
       "      <td>63.3</td>\n",
       "      <td>66.190423</td>\n",
       "      <td>63.3</td>\n",
       "      <td>67.8</td>\n",
       "      <td>62.7</td>\n",
       "      <td>64.5</td>\n",
       "      <td>69.5</td>\n",
       "      <td>60.3</td>\n",
       "      <td>39.6</td>\n",
       "      <td>10.734197</td>\n",
       "      <td>70.271535</td>\n",
       "      <td>56.1</td>\n",
       "      <td>33.809577</td>\n",
       "      <td>70.9</td>\n",
       "      <td>71.416092</td>\n",
       "      <td>55.9</td>\n",
       "      <td>56.4</td>\n",
       "      <td>61.160489</td>\n",
       "      <td>28.583908</td>\n",
       "      <td>43.994644</td>\n",
       "      <td>43.475863</td>\n",
       "      <td>38.839511</td>\n",
       "      <td>73.051571</td>\n",
       "      <td>63.327531</td>\n",
       "      <td>36.672469</td>\n",
       "      <td>26.948429</td>\n",
       "      <td>20.444590</td>\n",
       "      <td>29.728465</td>\n",
       "      <td>79.555410</td>\n",
       "      <td>22.413451</td>\n",
       "      <td>83.5</td>\n",
       "      <td>43.733010</td>\n",
       "      <td>68.137585</td>\n",
       "      <td>16.578415</td>\n",
       "      <td>68.2</td>\n",
       "      <td>57.7</td>\n",
       "      <td>31.794899</td>\n",
       "      <td>42.346491</td>\n",
       "      <td>31.862415</td>\n",
       "      <td>37.189059</td>\n",
       "      <td>62.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-09-01</th>\n",
       "      <td>62.8</td>\n",
       "      <td>83.5</td>\n",
       "      <td>57.5</td>\n",
       "      <td>68.3</td>\n",
       "      <td>38.8</td>\n",
       "      <td>36.5</td>\n",
       "      <td>62.9</td>\n",
       "      <td>71.4</td>\n",
       "      <td>89.6</td>\n",
       "      <td>77.4</td>\n",
       "      <td>62.3</td>\n",
       "      <td>57.0</td>\n",
       "      <td>73.5</td>\n",
       "      <td>61.6</td>\n",
       "      <td>59.8</td>\n",
       "      <td>65.8</td>\n",
       "      <td>70.3</td>\n",
       "      <td>68.6</td>\n",
       "      <td>62.4</td>\n",
       "      <td>68.5</td>\n",
       "      <td>61.6</td>\n",
       "      <td>57.4</td>\n",
       "      <td>56.8</td>\n",
       "      <td>62.6</td>\n",
       "      <td>64.2</td>\n",
       "      <td>62.1</td>\n",
       "      <td>54.1</td>\n",
       "      <td>57.2</td>\n",
       "      <td>58.9</td>\n",
       "      <td>64.5</td>\n",
       "      <td>58.7</td>\n",
       "      <td>69.7</td>\n",
       "      <td>64.5</td>\n",
       "      <td>67.3</td>\n",
       "      <td>25.059339</td>\n",
       "      <td>55.1</td>\n",
       "      <td>59.4</td>\n",
       "      <td>65.2</td>\n",
       "      <td>64.4</td>\n",
       "      <td>61.9</td>\n",
       "      <td>60.9</td>\n",
       "      <td>61.5</td>\n",
       "      <td>58.9</td>\n",
       "      <td>66.8</td>\n",
       "      <td>57.0</td>\n",
       "      <td>70.6</td>\n",
       "      <td>60.2</td>\n",
       "      <td>66.7</td>\n",
       "      <td>57.8</td>\n",
       "      <td>68.6</td>\n",
       "      <td>64.6</td>\n",
       "      <td>64.1</td>\n",
       "      <td>57.9</td>\n",
       "      <td>46.9</td>\n",
       "      <td>63.7</td>\n",
       "      <td>74.940661</td>\n",
       "      <td>69.2</td>\n",
       "      <td>61.9</td>\n",
       "      <td>61.9</td>\n",
       "      <td>68.6</td>\n",
       "      <td>63.4</td>\n",
       "      <td>62.4</td>\n",
       "      <td>65.4</td>\n",
       "      <td>61.7</td>\n",
       "      <td>62.1</td>\n",
       "      <td>65.2</td>\n",
       "      <td>31.8</td>\n",
       "      <td>64.1</td>\n",
       "      <td>63.4</td>\n",
       "      <td>66.385277</td>\n",
       "      <td>62.8</td>\n",
       "      <td>67.8</td>\n",
       "      <td>62.6</td>\n",
       "      <td>64.4</td>\n",
       "      <td>69.3</td>\n",
       "      <td>60.5</td>\n",
       "      <td>38.2</td>\n",
       "      <td>10.387326</td>\n",
       "      <td>70.222253</td>\n",
       "      <td>56.1</td>\n",
       "      <td>33.614723</td>\n",
       "      <td>71.1</td>\n",
       "      <td>71.738546</td>\n",
       "      <td>55.9</td>\n",
       "      <td>56.3</td>\n",
       "      <td>61.246809</td>\n",
       "      <td>28.261454</td>\n",
       "      <td>44.154019</td>\n",
       "      <td>43.700934</td>\n",
       "      <td>38.753191</td>\n",
       "      <td>73.180673</td>\n",
       "      <td>63.291778</td>\n",
       "      <td>36.708222</td>\n",
       "      <td>26.819327</td>\n",
       "      <td>20.325154</td>\n",
       "      <td>29.777747</td>\n",
       "      <td>79.674846</td>\n",
       "      <td>22.512751</td>\n",
       "      <td>83.5</td>\n",
       "      <td>43.925562</td>\n",
       "      <td>68.182772</td>\n",
       "      <td>16.451492</td>\n",
       "      <td>68.3</td>\n",
       "      <td>57.5</td>\n",
       "      <td>31.658672</td>\n",
       "      <td>42.508869</td>\n",
       "      <td>31.817228</td>\n",
       "      <td>37.205667</td>\n",
       "      <td>62.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-10-01</th>\n",
       "      <td>62.7</td>\n",
       "      <td>83.3</td>\n",
       "      <td>57.6</td>\n",
       "      <td>67.9</td>\n",
       "      <td>38.6</td>\n",
       "      <td>37.9</td>\n",
       "      <td>62.9</td>\n",
       "      <td>70.8</td>\n",
       "      <td>89.0</td>\n",
       "      <td>77.6</td>\n",
       "      <td>62.3</td>\n",
       "      <td>57.0</td>\n",
       "      <td>72.8</td>\n",
       "      <td>61.8</td>\n",
       "      <td>59.8</td>\n",
       "      <td>65.8</td>\n",
       "      <td>70.0</td>\n",
       "      <td>67.5</td>\n",
       "      <td>62.3</td>\n",
       "      <td>68.5</td>\n",
       "      <td>61.6</td>\n",
       "      <td>57.3</td>\n",
       "      <td>56.9</td>\n",
       "      <td>63.6</td>\n",
       "      <td>64.2</td>\n",
       "      <td>62.0</td>\n",
       "      <td>53.9</td>\n",
       "      <td>57.2</td>\n",
       "      <td>58.9</td>\n",
       "      <td>64.3</td>\n",
       "      <td>58.8</td>\n",
       "      <td>69.6</td>\n",
       "      <td>64.5</td>\n",
       "      <td>66.9</td>\n",
       "      <td>25.089387</td>\n",
       "      <td>55.2</td>\n",
       "      <td>59.4</td>\n",
       "      <td>65.2</td>\n",
       "      <td>64.5</td>\n",
       "      <td>61.9</td>\n",
       "      <td>60.9</td>\n",
       "      <td>61.6</td>\n",
       "      <td>58.8</td>\n",
       "      <td>66.8</td>\n",
       "      <td>57.0</td>\n",
       "      <td>70.1</td>\n",
       "      <td>60.1</td>\n",
       "      <td>66.7</td>\n",
       "      <td>57.8</td>\n",
       "      <td>68.4</td>\n",
       "      <td>64.7</td>\n",
       "      <td>64.1</td>\n",
       "      <td>57.7</td>\n",
       "      <td>47.9</td>\n",
       "      <td>63.6</td>\n",
       "      <td>74.910613</td>\n",
       "      <td>69.1</td>\n",
       "      <td>62.1</td>\n",
       "      <td>62.0</td>\n",
       "      <td>68.4</td>\n",
       "      <td>63.3</td>\n",
       "      <td>62.4</td>\n",
       "      <td>65.2</td>\n",
       "      <td>61.7</td>\n",
       "      <td>62.3</td>\n",
       "      <td>65.1</td>\n",
       "      <td>31.0</td>\n",
       "      <td>64.2</td>\n",
       "      <td>63.5</td>\n",
       "      <td>66.367709</td>\n",
       "      <td>62.3</td>\n",
       "      <td>67.7</td>\n",
       "      <td>62.6</td>\n",
       "      <td>64.2</td>\n",
       "      <td>69.2</td>\n",
       "      <td>60.6</td>\n",
       "      <td>40.2</td>\n",
       "      <td>10.987382</td>\n",
       "      <td>70.448286</td>\n",
       "      <td>56.4</td>\n",
       "      <td>33.632291</td>\n",
       "      <td>71.4</td>\n",
       "      <td>71.793348</td>\n",
       "      <td>56.6</td>\n",
       "      <td>56.1</td>\n",
       "      <td>61.149280</td>\n",
       "      <td>28.206652</td>\n",
       "      <td>43.511800</td>\n",
       "      <td>44.021392</td>\n",
       "      <td>38.850720</td>\n",
       "      <td>72.858719</td>\n",
       "      <td>63.405045</td>\n",
       "      <td>36.594955</td>\n",
       "      <td>27.141281</td>\n",
       "      <td>20.612161</td>\n",
       "      <td>29.551714</td>\n",
       "      <td>79.387839</td>\n",
       "      <td>22.301824</td>\n",
       "      <td>83.3</td>\n",
       "      <td>43.768829</td>\n",
       "      <td>68.081995</td>\n",
       "      <td>16.647871</td>\n",
       "      <td>67.9</td>\n",
       "      <td>57.6</td>\n",
       "      <td>32.064121</td>\n",
       "      <td>42.366948</td>\n",
       "      <td>31.918005</td>\n",
       "      <td>37.331211</td>\n",
       "      <td>62.7</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>910 rows × 109 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            CIVPART  LNS11300060  LNS11300002  LNS11300001  LNS11324230  \\\n",
       "1948-01-01     58.6         64.2         32.0         86.7         43.0   \n",
       "1948-02-01     58.9         64.6         32.4         87.0         43.3   \n",
       "1948-03-01     58.5         64.3         32.1         86.3         43.0   \n",
       "1948-04-01     59.0         64.8         33.0         86.6         43.4   \n",
       "1948-05-01     58.3         64.3         32.0         86.1         43.2   \n",
       "...             ...          ...          ...          ...          ...   \n",
       "2023-06-01     62.6         83.5         57.3         68.1         38.3   \n",
       "2023-07-01     62.6         83.4         57.4         68.0         38.6   \n",
       "2023-08-01     62.8         83.5         57.7         68.2         38.8   \n",
       "2023-09-01     62.8         83.5         57.5         68.3         38.8   \n",
       "2023-10-01     62.7         83.3         57.6         67.9         38.6   \n",
       "\n",
       "            LNS11300012  LNS11300006  LNS11300036  LRAC25MAUSM156S  \\\n",
       "1948-01-01         53.2          NaN         64.4              NaN   \n",
       "1948-02-01         53.7          NaN         64.9              NaN   \n",
       "1948-03-01         54.1          NaN         63.3              NaN   \n",
       "1948-04-01         54.2          NaN         63.7              NaN   \n",
       "1948-05-01         50.9          NaN         63.7              NaN   \n",
       "...                 ...          ...          ...              ...   \n",
       "2023-06-01         36.3         62.6         71.0             89.2   \n",
       "2023-07-01         35.7         62.7         70.6             89.4   \n",
       "2023-08-01         36.9         62.6         71.2             89.3   \n",
       "2023-09-01         36.5         62.9         71.4             89.6   \n",
       "2023-10-01         37.9         62.9         70.8             89.0   \n",
       "\n",
       "            LRAC25FEUSM156S  LBSSA06  LBSSA01  LNS11327662  LBSSA26  LBSSA12  \\\n",
       "1948-01-01              NaN      NaN      NaN          NaN      NaN      NaN   \n",
       "1948-02-01              NaN      NaN      NaN          NaN      NaN      NaN   \n",
       "1948-03-01              NaN      NaN      NaN          NaN      NaN      NaN   \n",
       "1948-04-01              NaN      NaN      NaN          NaN      NaN      NaN   \n",
       "1948-05-01              NaN      NaN      NaN          NaN      NaN      NaN   \n",
       "...                     ...      ...      ...          ...      ...      ...   \n",
       "2023-06-01             77.8     62.5     57.0         73.4     60.7     59.5   \n",
       "2023-07-01             77.5     62.4     57.0         73.4     61.0     59.7   \n",
       "2023-08-01             77.6     62.4     57.0         73.5     61.3     59.7   \n",
       "2023-09-01             77.4     62.3     57.0         73.5     61.6     59.8   \n",
       "2023-10-01             77.6     62.3     57.0         72.8     61.8     59.8   \n",
       "\n",
       "            LBSSA55  LNS11300028  LNS11300031  LNS11300003  LBSSA27  LBSSA36  \\\n",
       "1948-01-01      NaN          NaN          NaN          NaN      NaN      NaN   \n",
       "1948-02-01      NaN          NaN          NaN          NaN      NaN      NaN   \n",
       "1948-03-01      NaN          NaN          NaN          NaN      NaN      NaN   \n",
       "1948-04-01      NaN          NaN          NaN          NaN      NaN      NaN   \n",
       "1948-05-01      NaN          NaN          NaN          NaN      NaN      NaN   \n",
       "...             ...          ...          ...          ...      ...      ...   \n",
       "2023-06-01     65.3         70.3         68.0         62.3     68.4     61.2   \n",
       "2023-07-01     65.5         70.2         68.3         62.3     68.5     61.4   \n",
       "2023-08-01     65.7         70.3         68.4         62.5     68.5     61.5   \n",
       "2023-09-01     65.8         70.3         68.6         62.4     68.5     61.6   \n",
       "2023-10-01     65.8         70.0         67.5         62.3     68.5     61.6   \n",
       "\n",
       "            LBSSA21  LNS11327660  LNS11300032  LBSSA48  LBSSA39  LBSSA28  \\\n",
       "1948-01-01      NaN          NaN          NaN      NaN      NaN      NaN   \n",
       "1948-02-01      NaN          NaN          NaN      NaN      NaN      NaN   \n",
       "1948-03-01      NaN          NaN          NaN      NaN      NaN      NaN   \n",
       "1948-04-01      NaN          NaN          NaN      NaN      NaN      NaN   \n",
       "1948-05-01      NaN          NaN          NaN      NaN      NaN      NaN   \n",
       "...             ...          ...          ...      ...      ...      ...   \n",
       "2023-06-01     57.8         57.0         62.9     64.2     62.2     54.5   \n",
       "2023-07-01     57.7         56.5         63.0     64.2     62.1     54.4   \n",
       "2023-08-01     57.6         56.5         62.7     64.2     62.1     54.3   \n",
       "2023-09-01     57.4         56.8         62.6     64.2     62.1     54.1   \n",
       "2023-10-01     57.3         56.9         63.6     64.2     62.0     53.9   \n",
       "\n",
       "            LBSSA35  LNS11300026  LBSSA53  LBSSA23  LBSSA49  LBSSA17  \\\n",
       "1948-01-01      NaN         31.0      NaN      NaN      NaN      NaN   \n",
       "1948-02-01      NaN         31.4      NaN      NaN      NaN      NaN   \n",
       "1948-03-01      NaN         31.1      NaN      NaN      NaN      NaN   \n",
       "1948-04-01      NaN         32.1      NaN      NaN      NaN      NaN   \n",
       "1948-05-01      NaN         31.3      NaN      NaN      NaN      NaN   \n",
       "...             ...          ...      ...      ...      ...      ...   \n",
       "2023-06-01     57.0         58.6     64.7     58.4     69.6     64.6   \n",
       "2023-07-01     57.1         58.7     64.7     58.5     69.8     64.4   \n",
       "2023-08-01     57.2         59.0     64.6     58.6     69.8     64.4   \n",
       "2023-09-01     57.2         58.9     64.5     58.7     69.7     64.5   \n",
       "2023-10-01     57.2         58.9     64.3     58.8     69.6     64.5   \n",
       "\n",
       "            LNS11300009  LRIN64TTUSM156S  LBSSA54  LBSSA47  LBSSA24  LBSSA25  \\\n",
       "1948-01-01          NaN              NaN      NaN      NaN      NaN      NaN   \n",
       "1948-02-01          NaN              NaN      NaN      NaN      NaN      NaN   \n",
       "1948-03-01          NaN              NaN      NaN      NaN      NaN      NaN   \n",
       "1948-04-01          NaN              NaN      NaN      NaN      NaN      NaN   \n",
       "1948-05-01          NaN              NaN      NaN      NaN      NaN      NaN   \n",
       "...                 ...              ...      ...      ...      ...      ...   \n",
       "2023-06-01         67.3        25.290479     54.6     59.3     65.3     64.6   \n",
       "2023-07-01         67.4        25.330745     54.7     59.4     65.3     64.5   \n",
       "2023-08-01         67.1        25.095222     54.9     59.4     65.3     64.5   \n",
       "2023-09-01         67.3        25.059339     55.1     59.4     65.2     64.4   \n",
       "2023-10-01         66.9        25.089387     55.2     59.4     65.2     64.5   \n",
       "\n",
       "            LBSSA42  LBSSA37  LBSSA13  LBSSA22  LBSSA51  LBSSA45  LNS11300025  \\\n",
       "1948-01-01      NaN      NaN      NaN      NaN      NaN      NaN         88.7   \n",
       "1948-02-01      NaN      NaN      NaN      NaN      NaN      NaN         89.0   \n",
       "1948-03-01      NaN      NaN      NaN      NaN      NaN      NaN         88.2   \n",
       "1948-04-01      NaN      NaN      NaN      NaN      NaN      NaN         88.3   \n",
       "1948-05-01      NaN      NaN      NaN      NaN      NaN      NaN         88.1   \n",
       "...             ...      ...      ...      ...      ...      ...          ...   \n",
       "2023-06-01     62.0     60.7     61.3     59.5     66.6     56.7         70.5   \n",
       "2023-07-01     61.9     60.7     61.4     59.3     66.7     56.9         70.4   \n",
       "2023-08-01     61.9     60.8     61.4     59.0     66.7     57.0         70.5   \n",
       "2023-09-01     61.9     60.9     61.5     58.9     66.8     57.0         70.6   \n",
       "2023-10-01     61.9     60.9     61.6     58.8     66.8     57.0         70.1   \n",
       "\n",
       "            LBSSA15  LBSSA20  LBSSA05  LBSSA08  LBSSA33  LBSSA09  LNS11300029  \\\n",
       "1948-01-01      NaN      NaN      NaN      NaN      NaN      NaN          NaN   \n",
       "1948-02-01      NaN      NaN      NaN      NaN      NaN      NaN          NaN   \n",
       "1948-03-01      NaN      NaN      NaN      NaN      NaN      NaN          NaN   \n",
       "1948-04-01      NaN      NaN      NaN      NaN      NaN      NaN          NaN   \n",
       "1948-05-01      NaN      NaN      NaN      NaN      NaN      NaN          NaN   \n",
       "...             ...      ...      ...      ...      ...      ...          ...   \n",
       "2023-06-01     60.4     66.8     57.6     68.7     65.2     64.1         57.6   \n",
       "2023-07-01     60.3     66.8     57.7     68.7     64.9     64.1         57.7   \n",
       "2023-08-01     60.2     66.7     57.7     68.7     64.6     64.1         58.0   \n",
       "2023-09-01     60.2     66.7     57.8     68.6     64.6     64.1         57.9   \n",
       "2023-10-01     60.1     66.7     57.8     68.4     64.7     64.1         57.7   \n",
       "\n",
       "            LNS11327659  LBSSA29  LRAC64TTUSM156S  LBSSA31  LBSSA32  LBSSA04  \\\n",
       "1948-01-01          NaN      NaN              NaN      NaN      NaN      NaN   \n",
       "1948-02-01          NaN      NaN              NaN      NaN      NaN      NaN   \n",
       "1948-03-01          NaN      NaN              NaN      NaN      NaN      NaN   \n",
       "1948-04-01          NaN      NaN              NaN      NaN      NaN      NaN   \n",
       "1948-05-01          NaN      NaN              NaN      NaN      NaN      NaN   \n",
       "...                 ...      ...              ...      ...      ...      ...   \n",
       "2023-06-01         46.6     63.6        74.709521     69.5     61.5     61.7   \n",
       "2023-07-01         47.7     63.6        74.669255     69.4     61.6     61.8   \n",
       "2023-08-01         47.6     63.7        74.904778     69.2     61.7     61.8   \n",
       "2023-09-01         46.9     63.7        74.940661     69.2     61.9     61.9   \n",
       "2023-10-01         47.9     63.6        74.910613     69.1     62.1     62.0   \n",
       "\n",
       "            LBSSA19  LBSSA18  LBSSA16  LBSSA34  LBSSA41  LBSSA40  LBSSA02  \\\n",
       "1948-01-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-02-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-03-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-04-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-05-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "...             ...      ...      ...      ...      ...      ...      ...   \n",
       "2023-06-01     68.7     63.6     62.5     65.4     62.0     61.4     65.3   \n",
       "2023-07-01     68.8     63.6     62.4     65.5     61.8     61.6     65.2   \n",
       "2023-08-01     68.7     63.5     62.4     65.5     61.7     61.8     65.2   \n",
       "2023-09-01     68.6     63.4     62.4     65.4     61.7     62.1     65.2   \n",
       "2023-10-01     68.4     63.3     62.4     65.2     61.7     62.3     65.1   \n",
       "\n",
       "            LNS11300018  LBSSA50  LBSSA44  LRAC55TTUSM156S  LNS11327689  \\\n",
       "1948-01-01          NaN      NaN      NaN              NaN          NaN   \n",
       "1948-02-01          NaN      NaN      NaN              NaN          NaN   \n",
       "1948-03-01          NaN      NaN      NaN              NaN          NaN   \n",
       "1948-04-01          NaN      NaN      NaN              NaN          NaN   \n",
       "1948-05-01          NaN      NaN      NaN              NaN          NaN   \n",
       "...                 ...      ...      ...              ...          ...   \n",
       "2023-06-01         29.8     63.8     63.2        65.620207         62.5   \n",
       "2023-07-01         28.2     63.9     63.3        65.807835         62.7   \n",
       "2023-08-01         29.2     64.0     63.3        66.190423         63.3   \n",
       "2023-09-01         31.8     64.1     63.4        66.385277         62.8   \n",
       "2023-10-01         31.0     64.2     63.5        66.367709         62.3   \n",
       "\n",
       "            LBSSA46  LBSSA30  LBSSA56  LBSSA38  LBSSA10  LNS11300015  \\\n",
       "1948-01-01      NaN      NaN      NaN      NaN      NaN          NaN   \n",
       "1948-02-01      NaN      NaN      NaN      NaN      NaN          NaN   \n",
       "1948-03-01      NaN      NaN      NaN      NaN      NaN          NaN   \n",
       "1948-04-01      NaN      NaN      NaN      NaN      NaN          NaN   \n",
       "1948-05-01      NaN      NaN      NaN      NaN      NaN          NaN   \n",
       "...             ...      ...      ...      ...      ...          ...   \n",
       "2023-06-01     67.9     62.8     64.6     69.7     60.0         38.1   \n",
       "2023-07-01     67.8     62.7     64.6     69.7     60.1         37.8   \n",
       "2023-08-01     67.8     62.7     64.5     69.5     60.3         39.6   \n",
       "2023-09-01     67.8     62.6     64.4     69.3     60.5         38.2   \n",
       "2023-10-01     67.7     62.6     64.2     69.2     60.6         40.2   \n",
       "\n",
       "            LRIN25MAUSM156S  LRAC64FEUSM156S  LRAC24TTUSM156S  \\\n",
       "1948-01-01              NaN              NaN              NaN   \n",
       "1948-02-01              NaN              NaN              NaN   \n",
       "1948-03-01              NaN              NaN              NaN   \n",
       "1948-04-01              NaN              NaN              NaN   \n",
       "1948-05-01              NaN              NaN              NaN   \n",
       "...                     ...              ...              ...   \n",
       "2023-06-01        10.865244        69.966280             55.8   \n",
       "2023-07-01        10.680838        69.970753             55.3   \n",
       "2023-08-01        10.734197        70.271535             56.1   \n",
       "2023-09-01        10.387326        70.222253             56.1   \n",
       "2023-10-01        10.987382        70.448286             56.4   \n",
       "\n",
       "            LRIN55TTUSM156S  LBSSA11  LRAC55MAUSM156S  LRAC24FEUSM156S  \\\n",
       "1948-01-01              NaN      NaN              NaN              NaN   \n",
       "1948-02-01              NaN      NaN              NaN              NaN   \n",
       "1948-03-01              NaN      NaN              NaN              NaN   \n",
       "1948-04-01              NaN      NaN              NaN              NaN   \n",
       "1948-05-01              NaN      NaN              NaN              NaN   \n",
       "...                     ...      ...              ...              ...   \n",
       "2023-06-01        34.379793     70.8        71.578012             55.4   \n",
       "2023-07-01        34.192165     70.8        71.345321             55.4   \n",
       "2023-08-01        33.809577     70.9        71.416092             55.9   \n",
       "2023-09-01        33.614723     71.1        71.738546             55.9   \n",
       "2023-10-01        33.632291     71.4        71.793348             56.6   \n",
       "\n",
       "            LRAC24MAUSM156S  LRAC55FEUSM156S  LRIN55MAUSM156S  \\\n",
       "1948-01-01              NaN              NaN              NaN   \n",
       "1948-02-01              NaN              NaN              NaN   \n",
       "1948-03-01              NaN              NaN              NaN   \n",
       "1948-04-01              NaN              NaN              NaN   \n",
       "1948-05-01              NaN              NaN              NaN   \n",
       "...                     ...              ...              ...   \n",
       "2023-06-01             56.2        59.876960        28.421988   \n",
       "2023-07-01             55.3        60.484973        28.654679   \n",
       "2023-08-01             56.4        61.160489        28.583908   \n",
       "2023-09-01             56.3        61.246809        28.261454   \n",
       "2023-10-01             56.1        61.149280        28.206652   \n",
       "\n",
       "            LRIN24FEUSM156S  LRIN24MAUSM156S  LRIN55FEUSM156S  \\\n",
       "1948-01-01              NaN              NaN              NaN   \n",
       "1948-02-01              NaN              NaN              NaN   \n",
       "1948-03-01              NaN              NaN              NaN   \n",
       "1948-04-01              NaN              NaN              NaN   \n",
       "1948-05-01              NaN              NaN              NaN   \n",
       "...                     ...              ...              ...   \n",
       "2023-06-01        44.519844        43.729189        40.123040   \n",
       "2023-07-01        44.479229        44.518211        39.515027   \n",
       "2023-08-01        43.994644        43.475863        38.839511   \n",
       "2023-09-01        44.154019        43.700934        38.753191   \n",
       "2023-10-01        43.511800        44.021392        38.850720   \n",
       "\n",
       "            LRAC74MAUSM156S  LRAC74FEUSM156S  LRIN74FEUSM156S  \\\n",
       "1948-01-01              NaN              NaN              NaN   \n",
       "1948-02-01              NaN              NaN              NaN   \n",
       "1948-03-01              NaN              NaN              NaN   \n",
       "1948-04-01              NaN              NaN              NaN   \n",
       "1948-05-01              NaN              NaN              NaN   \n",
       "...                     ...              ...              ...   \n",
       "2023-06-01        72.975870        63.026070        36.973930   \n",
       "2023-07-01        72.937163        63.087335        36.912665   \n",
       "2023-08-01        73.051571        63.327531        36.672469   \n",
       "2023-09-01        73.180673        63.291778        36.708222   \n",
       "2023-10-01        72.858719        63.405045        36.594955   \n",
       "\n",
       "            LRIN74MAUSM156S  LRIN64MAUSM156S  LRIN64FEUSM156S  \\\n",
       "1948-01-01              NaN              NaN              NaN   \n",
       "1948-02-01              NaN              NaN              NaN   \n",
       "1948-03-01              NaN              NaN              NaN   \n",
       "1948-04-01              NaN              NaN              NaN   \n",
       "1948-05-01              NaN              NaN              NaN   \n",
       "...                     ...              ...              ...   \n",
       "2023-06-01        27.024130        20.523423        30.033720   \n",
       "2023-07-01        27.062837        20.601977        30.029247   \n",
       "2023-08-01        26.948429        20.444590        29.728465   \n",
       "2023-09-01        26.819327        20.325154        29.777747   \n",
       "2023-10-01        27.141281        20.612161        29.551714   \n",
       "\n",
       "            LRAC64MAUSM156S  LRIN25FEUSM156S  LRAC25TTUSM156S  \\\n",
       "1948-01-01              NaN              NaN              NaN   \n",
       "1948-02-01              NaN              NaN              NaN   \n",
       "1948-03-01              NaN              NaN              NaN   \n",
       "1948-04-01              NaN              NaN              NaN   \n",
       "1948-05-01              NaN              NaN              NaN   \n",
       "...                     ...              ...              ...   \n",
       "2023-06-01        79.476577        22.354717             83.5   \n",
       "2023-07-01        79.398023        22.587171             83.4   \n",
       "2023-08-01        79.555410        22.413451             83.5   \n",
       "2023-09-01        79.674846        22.512751             83.5   \n",
       "2023-10-01        79.387839        22.301824             83.3   \n",
       "\n",
       "            LRIN24TTUSM156S  LRAC74TTUSM156S  LRIN25TTUSM156S  \\\n",
       "1948-01-01              NaN              NaN              NaN   \n",
       "1948-02-01              NaN              NaN              NaN   \n",
       "1948-03-01              NaN              NaN              NaN   \n",
       "1948-04-01              NaN              NaN              NaN   \n",
       "1948-05-01              NaN              NaN              NaN   \n",
       "...                     ...              ...              ...   \n",
       "2023-06-01        44.120953        67.947557        16.616358   \n",
       "2023-07-01        44.498874        67.959147        16.638125   \n",
       "2023-08-01        43.733010        68.137585        16.578415   \n",
       "2023-09-01        43.925562        68.182772        16.451492   \n",
       "2023-10-01        43.768829        68.081995        16.647871   \n",
       "\n",
       "            LRACTTMAUSM156S  LRACTTFEUSM156S  LRINTTMAUSM156S  \\\n",
       "1948-01-01              NaN              NaN              NaN   \n",
       "1948-02-01              NaN              NaN              NaN   \n",
       "1948-03-01              NaN              NaN              NaN   \n",
       "1948-04-01              NaN              NaN              NaN   \n",
       "1948-05-01              NaN              NaN              NaN   \n",
       "...                     ...              ...              ...   \n",
       "2023-06-01             68.1             57.3        31.878412   \n",
       "2023-07-01             68.0             57.4        32.037607   \n",
       "2023-08-01             68.2             57.7        31.794899   \n",
       "2023-09-01             68.3             57.5        31.658672   \n",
       "2023-10-01             67.9             57.6        32.064121   \n",
       "\n",
       "            LRINTTFEUSM156S  LRIN74TTUSM156S  LRINTTTTUSM156S  LRACTTTTUSM156S  \n",
       "1948-01-01              NaN              NaN              NaN              NaN  \n",
       "1948-02-01              NaN              NaN              NaN              NaN  \n",
       "1948-03-01              NaN              NaN              NaN              NaN  \n",
       "1948-04-01              NaN              NaN              NaN              NaN  \n",
       "1948-05-01              NaN              NaN              NaN              NaN  \n",
       "...                     ...              ...              ...              ...  \n",
       "2023-06-01        42.727579        32.052443        37.424897             62.6  \n",
       "2023-07-01        42.556558        32.040853        37.415076             62.6  \n",
       "2023-08-01        42.346491        31.862415        37.189059             62.8  \n",
       "2023-09-01        42.508869        31.817228        37.205667             62.8  \n",
       "2023-10-01        42.366948        31.918005        37.331211             62.7  \n",
       "\n",
       "[910 rows x 109 columns]"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "participation_results = pd.concat(participation_all_results, axis=1)\n",
    "participation_results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "161d29ad",
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "id                                                                     LBSSA06\n",
       "realtime_start                                             2023-11-28 00:00:00\n",
       "realtime_end                                               2023-11-28 00:00:00\n",
       "title                            Labor Force Participation Rate for California\n",
       "observation_start                                          1976-01-01 00:00:00\n",
       "observation_end                                            2023-10-01 00:00:00\n",
       "frequency                                                              Monthly\n",
       "frequency_short                                                              M\n",
       "units                                                                  Percent\n",
       "units_short                                                                  %\n",
       "seasonal_adjustment                                        Seasonally Adjusted\n",
       "seasonal_adjustment_short                                                   SA\n",
       "last_updated                                         2023-11-17 09:01:03-06:00\n",
       "popularity                                                                  15\n",
       "notes                        A state's labor-force participation rate is th...\n",
       "Name: LBSSA06, dtype: object"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "participation_df.loc['LBSSA06']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "b84c81f7",
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['LNS11300060',\n",
       " 'LNS11300002',\n",
       " 'LNS11300001',\n",
       " 'LNS11324230',\n",
       " 'LNS11300012',\n",
       " 'LNS11300006',\n",
       " 'LNS11300036',\n",
       " 'LRAC25MAUSM156S',\n",
       " 'LRAC25FEUSM156S',\n",
       " 'LNS11327662',\n",
       " 'LNS11300028',\n",
       " 'LNS11300031',\n",
       " 'LNS11300003',\n",
       " 'LNS11327660',\n",
       " 'LNS11300032',\n",
       " 'LNS11300026',\n",
       " 'LNS11300009',\n",
       " 'LRIN64TTUSM156S',\n",
       " 'LNS11300025',\n",
       " 'LNS11300029',\n",
       " 'LNS11327659',\n",
       " 'LRAC64TTUSM156S',\n",
       " 'LNS11300018',\n",
       " 'LRAC55TTUSM156S',\n",
       " 'LNS11327689',\n",
       " 'LNS11300015',\n",
       " 'LRIN25MAUSM156S',\n",
       " 'LRAC64FEUSM156S',\n",
       " 'LRAC24TTUSM156S',\n",
       " 'LRIN55TTUSM156S',\n",
       " 'LRAC55MAUSM156S',\n",
       " 'LRAC24FEUSM156S',\n",
       " 'LRAC24MAUSM156S',\n",
       " 'LRAC55FEUSM156S',\n",
       " 'LRIN55MAUSM156S',\n",
       " 'LRIN24FEUSM156S',\n",
       " 'LRIN24MAUSM156S',\n",
       " 'LRIN55FEUSM156S',\n",
       " 'LRAC74MAUSM156S',\n",
       " 'LRAC74FEUSM156S',\n",
       " 'LRIN74FEUSM156S',\n",
       " 'LRIN74MAUSM156S',\n",
       " 'LRIN64MAUSM156S',\n",
       " 'LRIN64FEUSM156S',\n",
       " 'LRAC64MAUSM156S',\n",
       " 'LRIN25FEUSM156S',\n",
       " 'LRAC25TTUSM156S',\n",
       " 'LRIN24TTUSM156S',\n",
       " 'LRAC74TTUSM156S',\n",
       " 'LRIN25TTUSM156S',\n",
       " 'LRACTTMAUSM156S',\n",
       " 'LRACTTFEUSM156S',\n",
       " 'LRINTTMAUSM156S',\n",
       " 'LRINTTFEUSM156S',\n",
       " 'LRIN74TTUSM156S',\n",
       " 'LRINTTTTUSM156S',\n",
       " 'LRACTTTTUSM156S']"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "part_columns_to_drop = []\n",
    "\n",
    "for col in participation_results.columns:\n",
    "    if len(col) > 7:\n",
    "        part_columns_to_drop.append(col)\n",
    "        \n",
    "part_columns_to_drop"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "43b8a08c",
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
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       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>LBSSA06</th>\n",
       "      <th>LBSSA01</th>\n",
       "      <th>LBSSA26</th>\n",
       "      <th>LBSSA12</th>\n",
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       "      <th>LBSSA53</th>\n",
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       "      <th>LBSSA17</th>\n",
       "      <th>LBSSA54</th>\n",
       "      <th>LBSSA47</th>\n",
       "      <th>LBSSA24</th>\n",
       "      <th>LBSSA25</th>\n",
       "      <th>LBSSA42</th>\n",
       "      <th>LBSSA37</th>\n",
       "      <th>LBSSA13</th>\n",
       "      <th>LBSSA22</th>\n",
       "      <th>LBSSA51</th>\n",
       "      <th>LBSSA45</th>\n",
       "      <th>LBSSA15</th>\n",
       "      <th>LBSSA20</th>\n",
       "      <th>LBSSA05</th>\n",
       "      <th>LBSSA08</th>\n",
       "      <th>LBSSA33</th>\n",
       "      <th>LBSSA09</th>\n",
       "      <th>LBSSA29</th>\n",
       "      <th>LBSSA31</th>\n",
       "      <th>LBSSA32</th>\n",
       "      <th>LBSSA04</th>\n",
       "      <th>LBSSA19</th>\n",
       "      <th>LBSSA18</th>\n",
       "      <th>LBSSA16</th>\n",
       "      <th>LBSSA34</th>\n",
       "      <th>LBSSA41</th>\n",
       "      <th>LBSSA40</th>\n",
       "      <th>LBSSA02</th>\n",
       "      <th>LBSSA50</th>\n",
       "      <th>LBSSA44</th>\n",
       "      <th>LBSSA46</th>\n",
       "      <th>LBSSA30</th>\n",
       "      <th>LBSSA56</th>\n",
       "      <th>LBSSA38</th>\n",
       "      <th>LBSSA10</th>\n",
       "      <th>LBSSA11</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1948-01-01</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1948-02-01</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1948-03-01</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1948-04-01</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1948-05-01</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-06-01</th>\n",
       "      <td>62.5</td>\n",
       "      <td>57.0</td>\n",
       "      <td>60.7</td>\n",
       "      <td>59.5</td>\n",
       "      <td>65.3</td>\n",
       "      <td>68.4</td>\n",
       "      <td>61.2</td>\n",
       "      <td>57.8</td>\n",
       "      <td>64.2</td>\n",
       "      <td>62.2</td>\n",
       "      <td>54.5</td>\n",
       "      <td>57.0</td>\n",
       "      <td>64.7</td>\n",
       "      <td>58.4</td>\n",
       "      <td>69.6</td>\n",
       "      <td>64.6</td>\n",
       "      <td>54.6</td>\n",
       "      <td>59.3</td>\n",
       "      <td>65.3</td>\n",
       "      <td>64.6</td>\n",
       "      <td>62.0</td>\n",
       "      <td>60.7</td>\n",
       "      <td>61.3</td>\n",
       "      <td>59.5</td>\n",
       "      <td>66.6</td>\n",
       "      <td>56.7</td>\n",
       "      <td>60.4</td>\n",
       "      <td>66.8</td>\n",
       "      <td>57.6</td>\n",
       "      <td>68.7</td>\n",
       "      <td>65.2</td>\n",
       "      <td>64.1</td>\n",
       "      <td>63.6</td>\n",
       "      <td>69.5</td>\n",
       "      <td>61.5</td>\n",
       "      <td>61.7</td>\n",
       "      <td>68.7</td>\n",
       "      <td>63.6</td>\n",
       "      <td>62.5</td>\n",
       "      <td>65.4</td>\n",
       "      <td>62.0</td>\n",
       "      <td>61.4</td>\n",
       "      <td>65.3</td>\n",
       "      <td>63.8</td>\n",
       "      <td>63.2</td>\n",
       "      <td>67.9</td>\n",
       "      <td>62.8</td>\n",
       "      <td>64.6</td>\n",
       "      <td>69.7</td>\n",
       "      <td>60.0</td>\n",
       "      <td>70.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-07-01</th>\n",
       "      <td>62.4</td>\n",
       "      <td>57.0</td>\n",
       "      <td>61.0</td>\n",
       "      <td>59.7</td>\n",
       "      <td>65.5</td>\n",
       "      <td>68.5</td>\n",
       "      <td>61.4</td>\n",
       "      <td>57.7</td>\n",
       "      <td>64.2</td>\n",
       "      <td>62.1</td>\n",
       "      <td>54.4</td>\n",
       "      <td>57.1</td>\n",
       "      <td>64.7</td>\n",
       "      <td>58.5</td>\n",
       "      <td>69.8</td>\n",
       "      <td>64.4</td>\n",
       "      <td>54.7</td>\n",
       "      <td>59.4</td>\n",
       "      <td>65.3</td>\n",
       "      <td>64.5</td>\n",
       "      <td>61.9</td>\n",
       "      <td>60.7</td>\n",
       "      <td>61.4</td>\n",
       "      <td>59.3</td>\n",
       "      <td>66.7</td>\n",
       "      <td>56.9</td>\n",
       "      <td>60.3</td>\n",
       "      <td>66.8</td>\n",
       "      <td>57.7</td>\n",
       "      <td>68.7</td>\n",
       "      <td>64.9</td>\n",
       "      <td>64.1</td>\n",
       "      <td>63.6</td>\n",
       "      <td>69.4</td>\n",
       "      <td>61.6</td>\n",
       "      <td>61.8</td>\n",
       "      <td>68.8</td>\n",
       "      <td>63.6</td>\n",
       "      <td>62.4</td>\n",
       "      <td>65.5</td>\n",
       "      <td>61.8</td>\n",
       "      <td>61.6</td>\n",
       "      <td>65.2</td>\n",
       "      <td>63.9</td>\n",
       "      <td>63.3</td>\n",
       "      <td>67.8</td>\n",
       "      <td>62.7</td>\n",
       "      <td>64.6</td>\n",
       "      <td>69.7</td>\n",
       "      <td>60.1</td>\n",
       "      <td>70.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-08-01</th>\n",
       "      <td>62.4</td>\n",
       "      <td>57.0</td>\n",
       "      <td>61.3</td>\n",
       "      <td>59.7</td>\n",
       "      <td>65.7</td>\n",
       "      <td>68.5</td>\n",
       "      <td>61.5</td>\n",
       "      <td>57.6</td>\n",
       "      <td>64.2</td>\n",
       "      <td>62.1</td>\n",
       "      <td>54.3</td>\n",
       "      <td>57.2</td>\n",
       "      <td>64.6</td>\n",
       "      <td>58.6</td>\n",
       "      <td>69.8</td>\n",
       "      <td>64.4</td>\n",
       "      <td>54.9</td>\n",
       "      <td>59.4</td>\n",
       "      <td>65.3</td>\n",
       "      <td>64.5</td>\n",
       "      <td>61.9</td>\n",
       "      <td>60.8</td>\n",
       "      <td>61.4</td>\n",
       "      <td>59.0</td>\n",
       "      <td>66.7</td>\n",
       "      <td>57.0</td>\n",
       "      <td>60.2</td>\n",
       "      <td>66.7</td>\n",
       "      <td>57.7</td>\n",
       "      <td>68.7</td>\n",
       "      <td>64.6</td>\n",
       "      <td>64.1</td>\n",
       "      <td>63.7</td>\n",
       "      <td>69.2</td>\n",
       "      <td>61.7</td>\n",
       "      <td>61.8</td>\n",
       "      <td>68.7</td>\n",
       "      <td>63.5</td>\n",
       "      <td>62.4</td>\n",
       "      <td>65.5</td>\n",
       "      <td>61.7</td>\n",
       "      <td>61.8</td>\n",
       "      <td>65.2</td>\n",
       "      <td>64.0</td>\n",
       "      <td>63.3</td>\n",
       "      <td>67.8</td>\n",
       "      <td>62.7</td>\n",
       "      <td>64.5</td>\n",
       "      <td>69.5</td>\n",
       "      <td>60.3</td>\n",
       "      <td>70.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-09-01</th>\n",
       "      <td>62.3</td>\n",
       "      <td>57.0</td>\n",
       "      <td>61.6</td>\n",
       "      <td>59.8</td>\n",
       "      <td>65.8</td>\n",
       "      <td>68.5</td>\n",
       "      <td>61.6</td>\n",
       "      <td>57.4</td>\n",
       "      <td>64.2</td>\n",
       "      <td>62.1</td>\n",
       "      <td>54.1</td>\n",
       "      <td>57.2</td>\n",
       "      <td>64.5</td>\n",
       "      <td>58.7</td>\n",
       "      <td>69.7</td>\n",
       "      <td>64.5</td>\n",
       "      <td>55.1</td>\n",
       "      <td>59.4</td>\n",
       "      <td>65.2</td>\n",
       "      <td>64.4</td>\n",
       "      <td>61.9</td>\n",
       "      <td>60.9</td>\n",
       "      <td>61.5</td>\n",
       "      <td>58.9</td>\n",
       "      <td>66.8</td>\n",
       "      <td>57.0</td>\n",
       "      <td>60.2</td>\n",
       "      <td>66.7</td>\n",
       "      <td>57.8</td>\n",
       "      <td>68.6</td>\n",
       "      <td>64.6</td>\n",
       "      <td>64.1</td>\n",
       "      <td>63.7</td>\n",
       "      <td>69.2</td>\n",
       "      <td>61.9</td>\n",
       "      <td>61.9</td>\n",
       "      <td>68.6</td>\n",
       "      <td>63.4</td>\n",
       "      <td>62.4</td>\n",
       "      <td>65.4</td>\n",
       "      <td>61.7</td>\n",
       "      <td>62.1</td>\n",
       "      <td>65.2</td>\n",
       "      <td>64.1</td>\n",
       "      <td>63.4</td>\n",
       "      <td>67.8</td>\n",
       "      <td>62.6</td>\n",
       "      <td>64.4</td>\n",
       "      <td>69.3</td>\n",
       "      <td>60.5</td>\n",
       "      <td>71.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-10-01</th>\n",
       "      <td>62.3</td>\n",
       "      <td>57.0</td>\n",
       "      <td>61.8</td>\n",
       "      <td>59.8</td>\n",
       "      <td>65.8</td>\n",
       "      <td>68.5</td>\n",
       "      <td>61.6</td>\n",
       "      <td>57.3</td>\n",
       "      <td>64.2</td>\n",
       "      <td>62.0</td>\n",
       "      <td>53.9</td>\n",
       "      <td>57.2</td>\n",
       "      <td>64.3</td>\n",
       "      <td>58.8</td>\n",
       "      <td>69.6</td>\n",
       "      <td>64.5</td>\n",
       "      <td>55.2</td>\n",
       "      <td>59.4</td>\n",
       "      <td>65.2</td>\n",
       "      <td>64.5</td>\n",
       "      <td>61.9</td>\n",
       "      <td>60.9</td>\n",
       "      <td>61.6</td>\n",
       "      <td>58.8</td>\n",
       "      <td>66.8</td>\n",
       "      <td>57.0</td>\n",
       "      <td>60.1</td>\n",
       "      <td>66.7</td>\n",
       "      <td>57.8</td>\n",
       "      <td>68.4</td>\n",
       "      <td>64.7</td>\n",
       "      <td>64.1</td>\n",
       "      <td>63.6</td>\n",
       "      <td>69.1</td>\n",
       "      <td>62.1</td>\n",
       "      <td>62.0</td>\n",
       "      <td>68.4</td>\n",
       "      <td>63.3</td>\n",
       "      <td>62.4</td>\n",
       "      <td>65.2</td>\n",
       "      <td>61.7</td>\n",
       "      <td>62.3</td>\n",
       "      <td>65.1</td>\n",
       "      <td>64.2</td>\n",
       "      <td>63.5</td>\n",
       "      <td>67.7</td>\n",
       "      <td>62.6</td>\n",
       "      <td>64.2</td>\n",
       "      <td>69.2</td>\n",
       "      <td>60.6</td>\n",
       "      <td>71.4</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>910 rows × 51 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            LBSSA06  LBSSA01  LBSSA26  LBSSA12  LBSSA55  LBSSA27  LBSSA36  \\\n",
       "1948-01-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-02-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-03-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-04-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-05-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "...             ...      ...      ...      ...      ...      ...      ...   \n",
       "2023-06-01     62.5     57.0     60.7     59.5     65.3     68.4     61.2   \n",
       "2023-07-01     62.4     57.0     61.0     59.7     65.5     68.5     61.4   \n",
       "2023-08-01     62.4     57.0     61.3     59.7     65.7     68.5     61.5   \n",
       "2023-09-01     62.3     57.0     61.6     59.8     65.8     68.5     61.6   \n",
       "2023-10-01     62.3     57.0     61.8     59.8     65.8     68.5     61.6   \n",
       "\n",
       "            LBSSA21  LBSSA48  LBSSA39  LBSSA28  LBSSA35  LBSSA53  LBSSA23  \\\n",
       "1948-01-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-02-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-03-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-04-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-05-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "...             ...      ...      ...      ...      ...      ...      ...   \n",
       "2023-06-01     57.8     64.2     62.2     54.5     57.0     64.7     58.4   \n",
       "2023-07-01     57.7     64.2     62.1     54.4     57.1     64.7     58.5   \n",
       "2023-08-01     57.6     64.2     62.1     54.3     57.2     64.6     58.6   \n",
       "2023-09-01     57.4     64.2     62.1     54.1     57.2     64.5     58.7   \n",
       "2023-10-01     57.3     64.2     62.0     53.9     57.2     64.3     58.8   \n",
       "\n",
       "            LBSSA49  LBSSA17  LBSSA54  LBSSA47  LBSSA24  LBSSA25  LBSSA42  \\\n",
       "1948-01-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-02-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-03-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-04-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-05-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "...             ...      ...      ...      ...      ...      ...      ...   \n",
       "2023-06-01     69.6     64.6     54.6     59.3     65.3     64.6     62.0   \n",
       "2023-07-01     69.8     64.4     54.7     59.4     65.3     64.5     61.9   \n",
       "2023-08-01     69.8     64.4     54.9     59.4     65.3     64.5     61.9   \n",
       "2023-09-01     69.7     64.5     55.1     59.4     65.2     64.4     61.9   \n",
       "2023-10-01     69.6     64.5     55.2     59.4     65.2     64.5     61.9   \n",
       "\n",
       "            LBSSA37  LBSSA13  LBSSA22  LBSSA51  LBSSA45  LBSSA15  LBSSA20  \\\n",
       "1948-01-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-02-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-03-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-04-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-05-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "...             ...      ...      ...      ...      ...      ...      ...   \n",
       "2023-06-01     60.7     61.3     59.5     66.6     56.7     60.4     66.8   \n",
       "2023-07-01     60.7     61.4     59.3     66.7     56.9     60.3     66.8   \n",
       "2023-08-01     60.8     61.4     59.0     66.7     57.0     60.2     66.7   \n",
       "2023-09-01     60.9     61.5     58.9     66.8     57.0     60.2     66.7   \n",
       "2023-10-01     60.9     61.6     58.8     66.8     57.0     60.1     66.7   \n",
       "\n",
       "            LBSSA05  LBSSA08  LBSSA33  LBSSA09  LBSSA29  LBSSA31  LBSSA32  \\\n",
       "1948-01-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-02-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-03-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-04-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-05-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "...             ...      ...      ...      ...      ...      ...      ...   \n",
       "2023-06-01     57.6     68.7     65.2     64.1     63.6     69.5     61.5   \n",
       "2023-07-01     57.7     68.7     64.9     64.1     63.6     69.4     61.6   \n",
       "2023-08-01     57.7     68.7     64.6     64.1     63.7     69.2     61.7   \n",
       "2023-09-01     57.8     68.6     64.6     64.1     63.7     69.2     61.9   \n",
       "2023-10-01     57.8     68.4     64.7     64.1     63.6     69.1     62.1   \n",
       "\n",
       "            LBSSA04  LBSSA19  LBSSA18  LBSSA16  LBSSA34  LBSSA41  LBSSA40  \\\n",
       "1948-01-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-02-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-03-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-04-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-05-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "...             ...      ...      ...      ...      ...      ...      ...   \n",
       "2023-06-01     61.7     68.7     63.6     62.5     65.4     62.0     61.4   \n",
       "2023-07-01     61.8     68.8     63.6     62.4     65.5     61.8     61.6   \n",
       "2023-08-01     61.8     68.7     63.5     62.4     65.5     61.7     61.8   \n",
       "2023-09-01     61.9     68.6     63.4     62.4     65.4     61.7     62.1   \n",
       "2023-10-01     62.0     68.4     63.3     62.4     65.2     61.7     62.3   \n",
       "\n",
       "            LBSSA02  LBSSA50  LBSSA44  LBSSA46  LBSSA30  LBSSA56  LBSSA38  \\\n",
       "1948-01-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-02-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-03-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-04-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "1948-05-01      NaN      NaN      NaN      NaN      NaN      NaN      NaN   \n",
       "...             ...      ...      ...      ...      ...      ...      ...   \n",
       "2023-06-01     65.3     63.8     63.2     67.9     62.8     64.6     69.7   \n",
       "2023-07-01     65.2     63.9     63.3     67.8     62.7     64.6     69.7   \n",
       "2023-08-01     65.2     64.0     63.3     67.8     62.7     64.5     69.5   \n",
       "2023-09-01     65.2     64.1     63.4     67.8     62.6     64.4     69.3   \n",
       "2023-10-01     65.1     64.2     63.5     67.7     62.6     64.2     69.2   \n",
       "\n",
       "            LBSSA10  LBSSA11  \n",
       "1948-01-01      NaN      NaN  \n",
       "1948-02-01      NaN      NaN  \n",
       "1948-03-01      NaN      NaN  \n",
       "1948-04-01      NaN      NaN  \n",
       "1948-05-01      NaN      NaN  \n",
       "...             ...      ...  \n",
       "2023-06-01     60.0     70.8  \n",
       "2023-07-01     60.1     70.8  \n",
       "2023-08-01     60.3     70.9  \n",
       "2023-09-01     60.5     71.1  \n",
       "2023-10-01     60.6     71.4  \n",
       "\n",
       "[910 rows x 51 columns]"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "participation_states = participation_results \\\n",
    "    .drop(columns=part_columns_to_drop, axis=1) \\\n",
    "    .drop(columns='CIVPART', axis=1)\n",
    "\n",
    "participation_states"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "af084926",
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0 LBSSA06\n",
      "1 LBSSA01\n",
      "2 LBSSA26\n",
      "3 LBSSA12\n",
      "4 LBSSA55\n",
      "5 LBSSA27\n",
      "6 LBSSA36\n",
      "7 LBSSA21\n",
      "8 LBSSA48\n",
      "9 LBSSA39\n",
      "10 LBSSA28\n",
      "11 LBSSA35\n",
      "12 LBSSA53\n",
      "13 LBSSA23\n",
      "14 LBSSA49\n",
      "15 LBSSA17\n",
      "16 LBSSA54\n",
      "17 LBSSA47\n",
      "18 LBSSA24\n",
      "19 LBSSA25\n",
      "20 LBSSA42\n",
      "21 LBSSA37\n",
      "22 LBSSA13\n",
      "23 LBSSA22\n",
      "24 LBSSA51\n",
      "25 LBSSA45\n",
      "26 LBSSA15\n",
      "27 LBSSA20\n",
      "28 LBSSA05\n",
      "29 LBSSA08\n",
      "30 LBSSA33\n",
      "31 LBSSA09\n",
      "32 LBSSA29\n",
      "33 LBSSA31\n",
      "34 LBSSA32\n",
      "35 LBSSA04\n",
      "36 LBSSA19\n",
      "37 LBSSA18\n",
      "38 LBSSA16\n",
      "39 LBSSA34\n",
      "40 LBSSA41\n",
      "41 LBSSA40\n",
      "42 LBSSA02\n",
      "43 LBSSA50\n",
      "44 LBSSA44\n",
      "45 LBSSA46\n",
      "46 LBSSA30\n",
      "47 LBSSA56\n",
      "48 LBSSA38\n",
      "49 LBSSA10\n",
      "50 LBSSA11\n"
     ]
    }
   ],
   "source": [
    "for index, col in enumerate(participation_states.columns):\n",
    "    print(index, col)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "687bbe24-a739-40d9-ba46-182743c50945",
   "metadata": {},
   "source": [
    "# 2. Checking for missing values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "678d40da",
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "participation_states.isna().sum(axis=1).plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "1a4d7a32",
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "participation_states = participation_states.dropna()\n",
    "participation_states.columns = [participation_id_to_state[col] for col in participation_states.columns]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "28f95d6b",
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>California</th>\n",
       "      <th>Alabama</th>\n",
       "      <th>Michigan</th>\n",
       "      <th>Florida</th>\n",
       "      <th>Wisconsin</th>\n",
       "      <th>Minnesota</th>\n",
       "      <th>New York</th>\n",
       "      <th>Kentucky</th>\n",
       "      <th>Texas</th>\n",
       "      <th>Ohio</th>\n",
       "      <th>Mississippi</th>\n",
       "      <th>New Mexico</th>\n",
       "      <th>Washington</th>\n",
       "      <th>Maine</th>\n",
       "      <th>Utah</th>\n",
       "      <th>Illinois</th>\n",
       "      <th>West Virginia</th>\n",
       "      <th>Tennessee</th>\n",
       "      <th>Maryland</th>\n",
       "      <th>Massachusetts</th>\n",
       "      <th>Pennsylvania</th>\n",
       "      <th>North Carolina</th>\n",
       "      <th>Georgia</th>\n",
       "      <th>Louisiana</th>\n",
       "      <th>Virginia</th>\n",
       "      <th>South Carolina</th>\n",
       "      <th>Hawaii</th>\n",
       "      <th>Kansas</th>\n",
       "      <th>Arkansas</th>\n",
       "      <th>Colorado</th>\n",
       "      <th>New Hampshire</th>\n",
       "      <th>Connecticut</th>\n",
       "      <th>Missouri</th>\n",
       "      <th>Nebraska</th>\n",
       "      <th>Nevada</th>\n",
       "      <th>Arizona</th>\n",
       "      <th>Iowa</th>\n",
       "      <th>Indiana</th>\n",
       "      <th>Idaho</th>\n",
       "      <th>New Jersey</th>\n",
       "      <th>Oregon</th>\n",
       "      <th>Oklahoma</th>\n",
       "      <th>Alaska</th>\n",
       "      <th>Vermont</th>\n",
       "      <th>Rhode Island</th>\n",
       "      <th>South Dakota</th>\n",
       "      <th>Montana</th>\n",
       "      <th>Wyoming</th>\n",
       "      <th>North Dakota</th>\n",
       "      <th>Delaware</th>\n",
       "      <th>District Of Columbia</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1976-01-01</th>\n",
       "      <td>62.6</td>\n",
       "      <td>57.0</td>\n",
       "      <td>61.6</td>\n",
       "      <td>55.8</td>\n",
       "      <td>65.6</td>\n",
       "      <td>65.6</td>\n",
       "      <td>58.0</td>\n",
       "      <td>60.5</td>\n",
       "      <td>63.8</td>\n",
       "      <td>61.7</td>\n",
       "      <td>58.8</td>\n",
       "      <td>60.8</td>\n",
       "      <td>60.9</td>\n",
       "      <td>62.1</td>\n",
       "      <td>62.8</td>\n",
       "      <td>63.0</td>\n",
       "      <td>52.5</td>\n",
       "      <td>59.6</td>\n",
       "      <td>64.3</td>\n",
       "      <td>64.8</td>\n",
       "      <td>58.4</td>\n",
       "      <td>66.5</td>\n",
       "      <td>63.7</td>\n",
       "      <td>56.8</td>\n",
       "      <td>65.9</td>\n",
       "      <td>65.3</td>\n",
       "      <td>69.9</td>\n",
       "      <td>65.1</td>\n",
       "      <td>57.9</td>\n",
       "      <td>67.2</td>\n",
       "      <td>65.9</td>\n",
       "      <td>64.2</td>\n",
       "      <td>60.5</td>\n",
       "      <td>64.9</td>\n",
       "      <td>71.3</td>\n",
       "      <td>59.5</td>\n",
       "      <td>64.4</td>\n",
       "      <td>64.0</td>\n",
       "      <td>63.0</td>\n",
       "      <td>61.5</td>\n",
       "      <td>62.9</td>\n",
       "      <td>59.3</td>\n",
       "      <td>69.0</td>\n",
       "      <td>63.6</td>\n",
       "      <td>63.8</td>\n",
       "      <td>64.6</td>\n",
       "      <td>62.7</td>\n",
       "      <td>65.3</td>\n",
       "      <td>62.6</td>\n",
       "      <td>62.7</td>\n",
       "      <td>64.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1976-02-01</th>\n",
       "      <td>62.4</td>\n",
       "      <td>56.9</td>\n",
       "      <td>61.5</td>\n",
       "      <td>55.7</td>\n",
       "      <td>65.5</td>\n",
       "      <td>65.5</td>\n",
       "      <td>58.0</td>\n",
       "      <td>60.3</td>\n",
       "      <td>63.5</td>\n",
       "      <td>61.7</td>\n",
       "      <td>58.6</td>\n",
       "      <td>60.5</td>\n",
       "      <td>60.7</td>\n",
       "      <td>61.9</td>\n",
       "      <td>62.6</td>\n",
       "      <td>63.0</td>\n",
       "      <td>52.4</td>\n",
       "      <td>59.4</td>\n",
       "      <td>64.2</td>\n",
       "      <td>64.7</td>\n",
       "      <td>58.3</td>\n",
       "      <td>66.3</td>\n",
       "      <td>63.6</td>\n",
       "      <td>56.6</td>\n",
       "      <td>65.8</td>\n",
       "      <td>65.2</td>\n",
       "      <td>69.6</td>\n",
       "      <td>65.0</td>\n",
       "      <td>57.8</td>\n",
       "      <td>67.0</td>\n",
       "      <td>65.6</td>\n",
       "      <td>64.1</td>\n",
       "      <td>60.3</td>\n",
       "      <td>64.9</td>\n",
       "      <td>70.8</td>\n",
       "      <td>59.2</td>\n",
       "      <td>64.3</td>\n",
       "      <td>63.9</td>\n",
       "      <td>62.8</td>\n",
       "      <td>61.4</td>\n",
       "      <td>62.7</td>\n",
       "      <td>59.2</td>\n",
       "      <td>68.4</td>\n",
       "      <td>63.4</td>\n",
       "      <td>63.7</td>\n",
       "      <td>64.4</td>\n",
       "      <td>62.5</td>\n",
       "      <td>64.9</td>\n",
       "      <td>62.4</td>\n",
       "      <td>62.5</td>\n",
       "      <td>64.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1976-03-01</th>\n",
       "      <td>62.2</td>\n",
       "      <td>56.8</td>\n",
       "      <td>61.5</td>\n",
       "      <td>55.5</td>\n",
       "      <td>65.4</td>\n",
       "      <td>65.4</td>\n",
       "      <td>58.0</td>\n",
       "      <td>60.2</td>\n",
       "      <td>63.4</td>\n",
       "      <td>61.7</td>\n",
       "      <td>58.5</td>\n",
       "      <td>60.3</td>\n",
       "      <td>60.6</td>\n",
       "      <td>61.9</td>\n",
       "      <td>62.5</td>\n",
       "      <td>62.9</td>\n",
       "      <td>52.3</td>\n",
       "      <td>59.3</td>\n",
       "      <td>64.1</td>\n",
       "      <td>64.6</td>\n",
       "      <td>58.3</td>\n",
       "      <td>66.2</td>\n",
       "      <td>63.5</td>\n",
       "      <td>56.5</td>\n",
       "      <td>65.6</td>\n",
       "      <td>65.0</td>\n",
       "      <td>69.6</td>\n",
       "      <td>64.9</td>\n",
       "      <td>57.7</td>\n",
       "      <td>66.8</td>\n",
       "      <td>65.6</td>\n",
       "      <td>64.0</td>\n",
       "      <td>60.3</td>\n",
       "      <td>64.8</td>\n",
       "      <td>70.5</td>\n",
       "      <td>59.1</td>\n",
       "      <td>64.2</td>\n",
       "      <td>63.8</td>\n",
       "      <td>62.7</td>\n",
       "      <td>61.4</td>\n",
       "      <td>62.5</td>\n",
       "      <td>59.1</td>\n",
       "      <td>67.8</td>\n",
       "      <td>63.2</td>\n",
       "      <td>63.6</td>\n",
       "      <td>64.4</td>\n",
       "      <td>62.4</td>\n",
       "      <td>64.7</td>\n",
       "      <td>62.3</td>\n",
       "      <td>62.5</td>\n",
       "      <td>64.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1976-04-01</th>\n",
       "      <td>62.2</td>\n",
       "      <td>56.8</td>\n",
       "      <td>61.6</td>\n",
       "      <td>55.5</td>\n",
       "      <td>65.4</td>\n",
       "      <td>65.4</td>\n",
       "      <td>58.0</td>\n",
       "      <td>60.1</td>\n",
       "      <td>63.5</td>\n",
       "      <td>61.6</td>\n",
       "      <td>58.5</td>\n",
       "      <td>60.3</td>\n",
       "      <td>60.6</td>\n",
       "      <td>61.8</td>\n",
       "      <td>62.5</td>\n",
       "      <td>62.9</td>\n",
       "      <td>52.3</td>\n",
       "      <td>59.3</td>\n",
       "      <td>64.1</td>\n",
       "      <td>64.6</td>\n",
       "      <td>58.3</td>\n",
       "      <td>66.2</td>\n",
       "      <td>63.5</td>\n",
       "      <td>56.4</td>\n",
       "      <td>65.5</td>\n",
       "      <td>64.9</td>\n",
       "      <td>69.4</td>\n",
       "      <td>65.0</td>\n",
       "      <td>57.7</td>\n",
       "      <td>66.6</td>\n",
       "      <td>65.7</td>\n",
       "      <td>64.1</td>\n",
       "      <td>60.4</td>\n",
       "      <td>64.8</td>\n",
       "      <td>70.4</td>\n",
       "      <td>59.1</td>\n",
       "      <td>64.1</td>\n",
       "      <td>63.8</td>\n",
       "      <td>62.7</td>\n",
       "      <td>61.5</td>\n",
       "      <td>62.4</td>\n",
       "      <td>59.0</td>\n",
       "      <td>67.9</td>\n",
       "      <td>63.5</td>\n",
       "      <td>63.7</td>\n",
       "      <td>64.3</td>\n",
       "      <td>62.3</td>\n",
       "      <td>64.9</td>\n",
       "      <td>62.5</td>\n",
       "      <td>62.4</td>\n",
       "      <td>64.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1976-05-01</th>\n",
       "      <td>62.3</td>\n",
       "      <td>56.8</td>\n",
       "      <td>61.7</td>\n",
       "      <td>55.4</td>\n",
       "      <td>65.5</td>\n",
       "      <td>65.5</td>\n",
       "      <td>58.1</td>\n",
       "      <td>60.1</td>\n",
       "      <td>63.6</td>\n",
       "      <td>61.6</td>\n",
       "      <td>58.5</td>\n",
       "      <td>60.3</td>\n",
       "      <td>60.7</td>\n",
       "      <td>61.7</td>\n",
       "      <td>62.6</td>\n",
       "      <td>63.0</td>\n",
       "      <td>52.2</td>\n",
       "      <td>59.4</td>\n",
       "      <td>64.1</td>\n",
       "      <td>64.6</td>\n",
       "      <td>58.3</td>\n",
       "      <td>66.3</td>\n",
       "      <td>63.6</td>\n",
       "      <td>56.4</td>\n",
       "      <td>65.4</td>\n",
       "      <td>64.7</td>\n",
       "      <td>69.3</td>\n",
       "      <td>65.1</td>\n",
       "      <td>57.7</td>\n",
       "      <td>66.5</td>\n",
       "      <td>66.0</td>\n",
       "      <td>64.3</td>\n",
       "      <td>60.6</td>\n",
       "      <td>64.8</td>\n",
       "      <td>70.5</td>\n",
       "      <td>59.1</td>\n",
       "      <td>64.1</td>\n",
       "      <td>63.9</td>\n",
       "      <td>62.8</td>\n",
       "      <td>61.6</td>\n",
       "      <td>62.5</td>\n",
       "      <td>59.0</td>\n",
       "      <td>67.9</td>\n",
       "      <td>63.6</td>\n",
       "      <td>63.6</td>\n",
       "      <td>64.3</td>\n",
       "      <td>62.2</td>\n",
       "      <td>65.2</td>\n",
       "      <td>62.6</td>\n",
       "      <td>62.4</td>\n",
       "      <td>64.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-06-01</th>\n",
       "      <td>62.5</td>\n",
       "      <td>57.0</td>\n",
       "      <td>60.7</td>\n",
       "      <td>59.5</td>\n",
       "      <td>65.3</td>\n",
       "      <td>68.4</td>\n",
       "      <td>61.2</td>\n",
       "      <td>57.8</td>\n",
       "      <td>64.2</td>\n",
       "      <td>62.2</td>\n",
       "      <td>54.5</td>\n",
       "      <td>57.0</td>\n",
       "      <td>64.7</td>\n",
       "      <td>58.4</td>\n",
       "      <td>69.6</td>\n",
       "      <td>64.6</td>\n",
       "      <td>54.6</td>\n",
       "      <td>59.3</td>\n",
       "      <td>65.3</td>\n",
       "      <td>64.6</td>\n",
       "      <td>62.0</td>\n",
       "      <td>60.7</td>\n",
       "      <td>61.3</td>\n",
       "      <td>59.5</td>\n",
       "      <td>66.6</td>\n",
       "      <td>56.7</td>\n",
       "      <td>60.4</td>\n",
       "      <td>66.8</td>\n",
       "      <td>57.6</td>\n",
       "      <td>68.7</td>\n",
       "      <td>65.2</td>\n",
       "      <td>64.1</td>\n",
       "      <td>63.6</td>\n",
       "      <td>69.5</td>\n",
       "      <td>61.5</td>\n",
       "      <td>61.7</td>\n",
       "      <td>68.7</td>\n",
       "      <td>63.6</td>\n",
       "      <td>62.5</td>\n",
       "      <td>65.4</td>\n",
       "      <td>62.0</td>\n",
       "      <td>61.4</td>\n",
       "      <td>65.3</td>\n",
       "      <td>63.8</td>\n",
       "      <td>63.2</td>\n",
       "      <td>67.9</td>\n",
       "      <td>62.8</td>\n",
       "      <td>64.6</td>\n",
       "      <td>69.7</td>\n",
       "      <td>60.0</td>\n",
       "      <td>70.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-07-01</th>\n",
       "      <td>62.4</td>\n",
       "      <td>57.0</td>\n",
       "      <td>61.0</td>\n",
       "      <td>59.7</td>\n",
       "      <td>65.5</td>\n",
       "      <td>68.5</td>\n",
       "      <td>61.4</td>\n",
       "      <td>57.7</td>\n",
       "      <td>64.2</td>\n",
       "      <td>62.1</td>\n",
       "      <td>54.4</td>\n",
       "      <td>57.1</td>\n",
       "      <td>64.7</td>\n",
       "      <td>58.5</td>\n",
       "      <td>69.8</td>\n",
       "      <td>64.4</td>\n",
       "      <td>54.7</td>\n",
       "      <td>59.4</td>\n",
       "      <td>65.3</td>\n",
       "      <td>64.5</td>\n",
       "      <td>61.9</td>\n",
       "      <td>60.7</td>\n",
       "      <td>61.4</td>\n",
       "      <td>59.3</td>\n",
       "      <td>66.7</td>\n",
       "      <td>56.9</td>\n",
       "      <td>60.3</td>\n",
       "      <td>66.8</td>\n",
       "      <td>57.7</td>\n",
       "      <td>68.7</td>\n",
       "      <td>64.9</td>\n",
       "      <td>64.1</td>\n",
       "      <td>63.6</td>\n",
       "      <td>69.4</td>\n",
       "      <td>61.6</td>\n",
       "      <td>61.8</td>\n",
       "      <td>68.8</td>\n",
       "      <td>63.6</td>\n",
       "      <td>62.4</td>\n",
       "      <td>65.5</td>\n",
       "      <td>61.8</td>\n",
       "      <td>61.6</td>\n",
       "      <td>65.2</td>\n",
       "      <td>63.9</td>\n",
       "      <td>63.3</td>\n",
       "      <td>67.8</td>\n",
       "      <td>62.7</td>\n",
       "      <td>64.6</td>\n",
       "      <td>69.7</td>\n",
       "      <td>60.1</td>\n",
       "      <td>70.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-08-01</th>\n",
       "      <td>62.4</td>\n",
       "      <td>57.0</td>\n",
       "      <td>61.3</td>\n",
       "      <td>59.7</td>\n",
       "      <td>65.7</td>\n",
       "      <td>68.5</td>\n",
       "      <td>61.5</td>\n",
       "      <td>57.6</td>\n",
       "      <td>64.2</td>\n",
       "      <td>62.1</td>\n",
       "      <td>54.3</td>\n",
       "      <td>57.2</td>\n",
       "      <td>64.6</td>\n",
       "      <td>58.6</td>\n",
       "      <td>69.8</td>\n",
       "      <td>64.4</td>\n",
       "      <td>54.9</td>\n",
       "      <td>59.4</td>\n",
       "      <td>65.3</td>\n",
       "      <td>64.5</td>\n",
       "      <td>61.9</td>\n",
       "      <td>60.8</td>\n",
       "      <td>61.4</td>\n",
       "      <td>59.0</td>\n",
       "      <td>66.7</td>\n",
       "      <td>57.0</td>\n",
       "      <td>60.2</td>\n",
       "      <td>66.7</td>\n",
       "      <td>57.7</td>\n",
       "      <td>68.7</td>\n",
       "      <td>64.6</td>\n",
       "      <td>64.1</td>\n",
       "      <td>63.7</td>\n",
       "      <td>69.2</td>\n",
       "      <td>61.7</td>\n",
       "      <td>61.8</td>\n",
       "      <td>68.7</td>\n",
       "      <td>63.5</td>\n",
       "      <td>62.4</td>\n",
       "      <td>65.5</td>\n",
       "      <td>61.7</td>\n",
       "      <td>61.8</td>\n",
       "      <td>65.2</td>\n",
       "      <td>64.0</td>\n",
       "      <td>63.3</td>\n",
       "      <td>67.8</td>\n",
       "      <td>62.7</td>\n",
       "      <td>64.5</td>\n",
       "      <td>69.5</td>\n",
       "      <td>60.3</td>\n",
       "      <td>70.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-09-01</th>\n",
       "      <td>62.3</td>\n",
       "      <td>57.0</td>\n",
       "      <td>61.6</td>\n",
       "      <td>59.8</td>\n",
       "      <td>65.8</td>\n",
       "      <td>68.5</td>\n",
       "      <td>61.6</td>\n",
       "      <td>57.4</td>\n",
       "      <td>64.2</td>\n",
       "      <td>62.1</td>\n",
       "      <td>54.1</td>\n",
       "      <td>57.2</td>\n",
       "      <td>64.5</td>\n",
       "      <td>58.7</td>\n",
       "      <td>69.7</td>\n",
       "      <td>64.5</td>\n",
       "      <td>55.1</td>\n",
       "      <td>59.4</td>\n",
       "      <td>65.2</td>\n",
       "      <td>64.4</td>\n",
       "      <td>61.9</td>\n",
       "      <td>60.9</td>\n",
       "      <td>61.5</td>\n",
       "      <td>58.9</td>\n",
       "      <td>66.8</td>\n",
       "      <td>57.0</td>\n",
       "      <td>60.2</td>\n",
       "      <td>66.7</td>\n",
       "      <td>57.8</td>\n",
       "      <td>68.6</td>\n",
       "      <td>64.6</td>\n",
       "      <td>64.1</td>\n",
       "      <td>63.7</td>\n",
       "      <td>69.2</td>\n",
       "      <td>61.9</td>\n",
       "      <td>61.9</td>\n",
       "      <td>68.6</td>\n",
       "      <td>63.4</td>\n",
       "      <td>62.4</td>\n",
       "      <td>65.4</td>\n",
       "      <td>61.7</td>\n",
       "      <td>62.1</td>\n",
       "      <td>65.2</td>\n",
       "      <td>64.1</td>\n",
       "      <td>63.4</td>\n",
       "      <td>67.8</td>\n",
       "      <td>62.6</td>\n",
       "      <td>64.4</td>\n",
       "      <td>69.3</td>\n",
       "      <td>60.5</td>\n",
       "      <td>71.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-10-01</th>\n",
       "      <td>62.3</td>\n",
       "      <td>57.0</td>\n",
       "      <td>61.8</td>\n",
       "      <td>59.8</td>\n",
       "      <td>65.8</td>\n",
       "      <td>68.5</td>\n",
       "      <td>61.6</td>\n",
       "      <td>57.3</td>\n",
       "      <td>64.2</td>\n",
       "      <td>62.0</td>\n",
       "      <td>53.9</td>\n",
       "      <td>57.2</td>\n",
       "      <td>64.3</td>\n",
       "      <td>58.8</td>\n",
       "      <td>69.6</td>\n",
       "      <td>64.5</td>\n",
       "      <td>55.2</td>\n",
       "      <td>59.4</td>\n",
       "      <td>65.2</td>\n",
       "      <td>64.5</td>\n",
       "      <td>61.9</td>\n",
       "      <td>60.9</td>\n",
       "      <td>61.6</td>\n",
       "      <td>58.8</td>\n",
       "      <td>66.8</td>\n",
       "      <td>57.0</td>\n",
       "      <td>60.1</td>\n",
       "      <td>66.7</td>\n",
       "      <td>57.8</td>\n",
       "      <td>68.4</td>\n",
       "      <td>64.7</td>\n",
       "      <td>64.1</td>\n",
       "      <td>63.6</td>\n",
       "      <td>69.1</td>\n",
       "      <td>62.1</td>\n",
       "      <td>62.0</td>\n",
       "      <td>68.4</td>\n",
       "      <td>63.3</td>\n",
       "      <td>62.4</td>\n",
       "      <td>65.2</td>\n",
       "      <td>61.7</td>\n",
       "      <td>62.3</td>\n",
       "      <td>65.1</td>\n",
       "      <td>64.2</td>\n",
       "      <td>63.5</td>\n",
       "      <td>67.7</td>\n",
       "      <td>62.6</td>\n",
       "      <td>64.2</td>\n",
       "      <td>69.2</td>\n",
       "      <td>60.6</td>\n",
       "      <td>71.4</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>574 rows × 51 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "             California   Alabama   Michigan   Florida   Wisconsin  \\\n",
       "1976-01-01         62.6      57.0       61.6      55.8        65.6   \n",
       "1976-02-01         62.4      56.9       61.5      55.7        65.5   \n",
       "1976-03-01         62.2      56.8       61.5      55.5        65.4   \n",
       "1976-04-01         62.2      56.8       61.6      55.5        65.4   \n",
       "1976-05-01         62.3      56.8       61.7      55.4        65.5   \n",
       "...                 ...       ...        ...       ...         ...   \n",
       "2023-06-01         62.5      57.0       60.7      59.5        65.3   \n",
       "2023-07-01         62.4      57.0       61.0      59.7        65.5   \n",
       "2023-08-01         62.4      57.0       61.3      59.7        65.7   \n",
       "2023-09-01         62.3      57.0       61.6      59.8        65.8   \n",
       "2023-10-01         62.3      57.0       61.8      59.8        65.8   \n",
       "\n",
       "             Minnesota   New York   Kentucky   Texas   Ohio   Mississippi  \\\n",
       "1976-01-01        65.6       58.0       60.5    63.8   61.7          58.8   \n",
       "1976-02-01        65.5       58.0       60.3    63.5   61.7          58.6   \n",
       "1976-03-01        65.4       58.0       60.2    63.4   61.7          58.5   \n",
       "1976-04-01        65.4       58.0       60.1    63.5   61.6          58.5   \n",
       "1976-05-01        65.5       58.1       60.1    63.6   61.6          58.5   \n",
       "...                ...        ...        ...     ...    ...           ...   \n",
       "2023-06-01        68.4       61.2       57.8    64.2   62.2          54.5   \n",
       "2023-07-01        68.5       61.4       57.7    64.2   62.1          54.4   \n",
       "2023-08-01        68.5       61.5       57.6    64.2   62.1          54.3   \n",
       "2023-09-01        68.5       61.6       57.4    64.2   62.1          54.1   \n",
       "2023-10-01        68.5       61.6       57.3    64.2   62.0          53.9   \n",
       "\n",
       "             New Mexico   Washington   Maine   Utah   Illinois  \\\n",
       "1976-01-01         60.8         60.9    62.1   62.8       63.0   \n",
       "1976-02-01         60.5         60.7    61.9   62.6       63.0   \n",
       "1976-03-01         60.3         60.6    61.9   62.5       62.9   \n",
       "1976-04-01         60.3         60.6    61.8   62.5       62.9   \n",
       "1976-05-01         60.3         60.7    61.7   62.6       63.0   \n",
       "...                 ...          ...     ...    ...        ...   \n",
       "2023-06-01         57.0         64.7    58.4   69.6       64.6   \n",
       "2023-07-01         57.1         64.7    58.5   69.8       64.4   \n",
       "2023-08-01         57.2         64.6    58.6   69.8       64.4   \n",
       "2023-09-01         57.2         64.5    58.7   69.7       64.5   \n",
       "2023-10-01         57.2         64.3    58.8   69.6       64.5   \n",
       "\n",
       "             West Virginia   Tennessee   Maryland   Massachusetts  \\\n",
       "1976-01-01            52.5        59.6       64.3            64.8   \n",
       "1976-02-01            52.4        59.4       64.2            64.7   \n",
       "1976-03-01            52.3        59.3       64.1            64.6   \n",
       "1976-04-01            52.3        59.3       64.1            64.6   \n",
       "1976-05-01            52.2        59.4       64.1            64.6   \n",
       "...                    ...         ...        ...             ...   \n",
       "2023-06-01            54.6        59.3       65.3            64.6   \n",
       "2023-07-01            54.7        59.4       65.3            64.5   \n",
       "2023-08-01            54.9        59.4       65.3            64.5   \n",
       "2023-09-01            55.1        59.4       65.2            64.4   \n",
       "2023-10-01            55.2        59.4       65.2            64.5   \n",
       "\n",
       "             Pennsylvania   North Carolina   Georgia   Louisiana   Virginia  \\\n",
       "1976-01-01           58.4             66.5      63.7        56.8       65.9   \n",
       "1976-02-01           58.3             66.3      63.6        56.6       65.8   \n",
       "1976-03-01           58.3             66.2      63.5        56.5       65.6   \n",
       "1976-04-01           58.3             66.2      63.5        56.4       65.5   \n",
       "1976-05-01           58.3             66.3      63.6        56.4       65.4   \n",
       "...                   ...              ...       ...         ...        ...   \n",
       "2023-06-01           62.0             60.7      61.3        59.5       66.6   \n",
       "2023-07-01           61.9             60.7      61.4        59.3       66.7   \n",
       "2023-08-01           61.9             60.8      61.4        59.0       66.7   \n",
       "2023-09-01           61.9             60.9      61.5        58.9       66.8   \n",
       "2023-10-01           61.9             60.9      61.6        58.8       66.8   \n",
       "\n",
       "             South Carolina   Hawaii   Kansas   Arkansas   Colorado  \\\n",
       "1976-01-01             65.3     69.9     65.1       57.9       67.2   \n",
       "1976-02-01             65.2     69.6     65.0       57.8       67.0   \n",
       "1976-03-01             65.0     69.6     64.9       57.7       66.8   \n",
       "1976-04-01             64.9     69.4     65.0       57.7       66.6   \n",
       "1976-05-01             64.7     69.3     65.1       57.7       66.5   \n",
       "...                     ...      ...      ...        ...        ...   \n",
       "2023-06-01             56.7     60.4     66.8       57.6       68.7   \n",
       "2023-07-01             56.9     60.3     66.8       57.7       68.7   \n",
       "2023-08-01             57.0     60.2     66.7       57.7       68.7   \n",
       "2023-09-01             57.0     60.2     66.7       57.8       68.6   \n",
       "2023-10-01             57.0     60.1     66.7       57.8       68.4   \n",
       "\n",
       "             New Hampshire   Connecticut   Missouri   Nebraska   Nevada  \\\n",
       "1976-01-01            65.9          64.2       60.5       64.9     71.3   \n",
       "1976-02-01            65.6          64.1       60.3       64.9     70.8   \n",
       "1976-03-01            65.6          64.0       60.3       64.8     70.5   \n",
       "1976-04-01            65.7          64.1       60.4       64.8     70.4   \n",
       "1976-05-01            66.0          64.3       60.6       64.8     70.5   \n",
       "...                    ...           ...        ...        ...      ...   \n",
       "2023-06-01            65.2          64.1       63.6       69.5     61.5   \n",
       "2023-07-01            64.9          64.1       63.6       69.4     61.6   \n",
       "2023-08-01            64.6          64.1       63.7       69.2     61.7   \n",
       "2023-09-01            64.6          64.1       63.7       69.2     61.9   \n",
       "2023-10-01            64.7          64.1       63.6       69.1     62.1   \n",
       "\n",
       "             Arizona   Iowa   Indiana   Idaho   New Jersey   Oregon  \\\n",
       "1976-01-01      59.5   64.4      64.0    63.0         61.5     62.9   \n",
       "1976-02-01      59.2   64.3      63.9    62.8         61.4     62.7   \n",
       "1976-03-01      59.1   64.2      63.8    62.7         61.4     62.5   \n",
       "1976-04-01      59.1   64.1      63.8    62.7         61.5     62.4   \n",
       "1976-05-01      59.1   64.1      63.9    62.8         61.6     62.5   \n",
       "...              ...    ...       ...     ...          ...      ...   \n",
       "2023-06-01      61.7   68.7      63.6    62.5         65.4     62.0   \n",
       "2023-07-01      61.8   68.8      63.6    62.4         65.5     61.8   \n",
       "2023-08-01      61.8   68.7      63.5    62.4         65.5     61.7   \n",
       "2023-09-01      61.9   68.6      63.4    62.4         65.4     61.7   \n",
       "2023-10-01      62.0   68.4      63.3    62.4         65.2     61.7   \n",
       "\n",
       "             Oklahoma   Alaska   Vermont   Rhode Island   South Dakota  \\\n",
       "1976-01-01       59.3     69.0      63.6           63.8           64.6   \n",
       "1976-02-01       59.2     68.4      63.4           63.7           64.4   \n",
       "1976-03-01       59.1     67.8      63.2           63.6           64.4   \n",
       "1976-04-01       59.0     67.9      63.5           63.7           64.3   \n",
       "1976-05-01       59.0     67.9      63.6           63.6           64.3   \n",
       "...               ...      ...       ...            ...            ...   \n",
       "2023-06-01       61.4     65.3      63.8           63.2           67.9   \n",
       "2023-07-01       61.6     65.2      63.9           63.3           67.8   \n",
       "2023-08-01       61.8     65.2      64.0           63.3           67.8   \n",
       "2023-09-01       62.1     65.2      64.1           63.4           67.8   \n",
       "2023-10-01       62.3     65.1      64.2           63.5           67.7   \n",
       "\n",
       "             Montana   Wyoming   North Dakota   Delaware  \\\n",
       "1976-01-01      62.7      65.3           62.6       62.7   \n",
       "1976-02-01      62.5      64.9           62.4       62.5   \n",
       "1976-03-01      62.4      64.7           62.3       62.5   \n",
       "1976-04-01      62.3      64.9           62.5       62.4   \n",
       "1976-05-01      62.2      65.2           62.6       62.4   \n",
       "...              ...       ...            ...        ...   \n",
       "2023-06-01      62.8      64.6           69.7       60.0   \n",
       "2023-07-01      62.7      64.6           69.7       60.1   \n",
       "2023-08-01      62.7      64.5           69.5       60.3   \n",
       "2023-09-01      62.6      64.4           69.3       60.5   \n",
       "2023-10-01      62.6      64.2           69.2       60.6   \n",
       "\n",
       "             District Of Columbia  \n",
       "1976-01-01                   64.4  \n",
       "1976-02-01                   64.5  \n",
       "1976-03-01                   64.5  \n",
       "1976-04-01                   64.5  \n",
       "1976-05-01                   64.4  \n",
       "...                           ...  \n",
       "2023-06-01                   70.8  \n",
       "2023-07-01                   70.8  \n",
       "2023-08-01                   70.9  \n",
       "2023-09-01                   71.1  \n",
       "2023-10-01                   71.4  \n",
       "\n",
       "[574 rows x 51 columns]"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "participation_states"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f3cdf4a4-634c-4f30-bacd-c1514e4c6590",
   "metadata": {
    "papermill": {
     "duration": 0.024123,
     "end_time": "2023-11-28T12:28:38.809895",
     "exception": false,
     "start_time": "2023-11-28T12:28:38.785772",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# 3. Visualize Participation Rate by US State"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4ad7b8e6-b501-441f-9c4a-47ff2a9f5160",
   "metadata": {
    "papermill": {
     "duration": 0.026193,
     "end_time": "2023-11-28T12:28:38.861147",
     "exception": false,
     "start_time": "2023-11-28T12:28:38.834954",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "This time, we visualize **participation rates by US for every month over the years**."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "33b3ca6b-6efb-47a8-ac78-3c46ad402c81",
   "metadata": {
    "papermill": {
     "duration": 2.360976,
     "end_time": "2023-11-28T12:28:41.254998",
     "exception": false,
     "start_time": "2023-11-28T12:28:38.894022",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "hovertemplate": "State= California<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " California",
         "line": {
          "color": "#636efa",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " California",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
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          "1987-08-01T00:00:00",
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          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
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          "1988-04-01T00:00:00",
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          "1988-08-01T00:00:00",
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          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
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          "1989-07-01T00:00:00",
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          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
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          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
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          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
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          "1997-12-01T00:00:00",
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          "1999-02-01T00:00:00",
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          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
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          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
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          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
          "2019-09-01T00:00:00",
          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
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          "2020-06-01T00:00:00",
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          "2020-09-01T00:00:00",
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          "2020-12-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-02-01T00:00:00",
          "2021-03-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-05-01T00:00:00",
          "2021-06-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-08-01T00:00:00",
          "2021-09-01T00:00:00",
          "2021-10-01T00:00:00",
          "2021-11-01T00:00:00",
          "2021-12-01T00:00:00",
          "2022-01-01T00:00:00",
          "2022-02-01T00:00:00",
          "2022-03-01T00:00:00",
          "2022-04-01T00:00:00",
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          "2022-06-01T00:00:00",
          "2022-07-01T00:00:00",
          "2022-08-01T00:00:00",
          "2022-09-01T00:00:00",
          "2022-10-01T00:00:00",
          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
          "2023-02-01T00:00:00",
          "2023-03-01T00:00:00",
          "2023-04-01T00:00:00",
          "2023-05-01T00:00:00",
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         "xaxis": "x",
         "y": [
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          66,
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          66,
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          66,
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          66.1,
          66,
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          66.8,
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          66.9,
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          66.9,
          67,
          67,
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          67.2,
          67.2,
          67.2,
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          67.3,
          67.3,
          67.3,
          67.4,
          67.4,
          67.5,
          67.5,
          67.5,
          67.6,
          67.6,
          67.6,
          67.6,
          67.7,
          67.7,
          67.7,
          67.8,
          67.8,
          67.8,
          67.9,
          67.9,
          68,
          66.5,
          66.9,
          67.1,
          67.2,
          67.2,
          67.2,
          67.2,
          67.1,
          67,
          66.9,
          66.8,
          66.7,
          66.7,
          66.6,
          66.6,
          66.5,
          66.5,
          66.4,
          66.4,
          66.3,
          66.3,
          66.3,
          66.3,
          66.3,
          66.3,
          66.3,
          66.4,
          66.4,
          66.5,
          66.5,
          66.5,
          66.5,
          66.4,
          66.3,
          66.3,
          66.2,
          66.1,
          66.1,
          66,
          66,
          66,
          66,
          65.9,
          65.9,
          65.8,
          65.8,
          65.8,
          65.9,
          65.9,
          66,
          65.9,
          65.9,
          65.8,
          65.7,
          65.7,
          65.7,
          65.7,
          65.7,
          65.7,
          65.7,
          65.7,
          65.7,
          65.8,
          65.9,
          65.8,
          65.8,
          65.7,
          65.6,
          65.5,
          65.4,
          65.4,
          65.2,
          65.2,
          65.3,
          65.4,
          65.5,
          65.6,
          65.7,
          65.8,
          65.8,
          65.9,
          65.9,
          66,
          66,
          66,
          66.1,
          66.2,
          66.2,
          66.3,
          66.4,
          66.4,
          66.4,
          66.5,
          66.5,
          66.5,
          66.5,
          66.6,
          66.6,
          66.6,
          66.6,
          66.6,
          66.6,
          66.7,
          66.7,
          66.7,
          66.7,
          66.7,
          66.6,
          66.6,
          66.5,
          66.5,
          66.5,
          66.5,
          66.5,
          66.5,
          66.5,
          66.6,
          66.6,
          66.6,
          66.7,
          66.8,
          66.9,
          67,
          67,
          67.1,
          67.1,
          67.1,
          67.1,
          67.1,
          67.1,
          67.1,
          67.2,
          67.2,
          67.2,
          67.2,
          67.1,
          67,
          66.9,
          66.8,
          66.8,
          66.8,
          66.8,
          66.8,
          66.9,
          66.9,
          66.8,
          66.8,
          66.8,
          66.8,
          66.7,
          66.7,
          66.6,
          66.5,
          66.4,
          66.4,
          66.3,
          66.2,
          66.1,
          66.1,
          66.1,
          66,
          66,
          65.9,
          65.8,
          65.7,
          65.6,
          65.6,
          65.6,
          65.6,
          65.6,
          65.6,
          65.6,
          65.6,
          65.5,
          65.5,
          65.5,
          65.5,
          65.5,
          65.5,
          65.5,
          65.5,
          65.5,
          65.5,
          65.5,
          65.6,
          65.6,
          65.7,
          65.7,
          65.6,
          65.5,
          65.4,
          65.3,
          65.3,
          65.3,
          65.3,
          65.3,
          65.3,
          65.3,
          65.4,
          65.4,
          65.4,
          65.5,
          65.5,
          65.6,
          65.6,
          65.6,
          65.6,
          65.6,
          65.6,
          65.6,
          65.7,
          65.7,
          65.7,
          65.7,
          65.8,
          65.8,
          65.7,
          65.7,
          65.7,
          65.8,
          65.8,
          65.8,
          65.9,
          65.9,
          66,
          66,
          66,
          66,
          66,
          66,
          65.9,
          65.9,
          65.8,
          65.7,
          65.6,
          65.4,
          65.2,
          65,
          64.9,
          64.9,
          65,
          65.1,
          65.1,
          64.4,
          64.4,
          64.3,
          64.2,
          64.2,
          64.1,
          64,
          63.9,
          63.8,
          63.8,
          63.7,
          63.6,
          63.6,
          63.5,
          63.5,
          63.5,
          63.6,
          63.6,
          63.6,
          63.5,
          63.4,
          63.3,
          63.2,
          63.2,
          63.1,
          63.1,
          63.1,
          63.1,
          63,
          63,
          63.1,
          63,
          63,
          63,
          62.9,
          62.9,
          62.8,
          62.8,
          62.8,
          62.7,
          62.7,
          62.5,
          62.4,
          62.3,
          62.3,
          62.3,
          62.3,
          62.3,
          62.3,
          62.3,
          62.3,
          62.3,
          62.3,
          62.4,
          62.4,
          62.4,
          62.4,
          62.3,
          62.3,
          62.3,
          62.3,
          62.3,
          62.2,
          62.1,
          62,
          62,
          62,
          62,
          62.1,
          62.1,
          62.2,
          62.2,
          62.2,
          62.2,
          62.2,
          62.2,
          62.2,
          62.2,
          62.2,
          62.2,
          62.2,
          62.2,
          62.2,
          62.3,
          62.3,
          62.4,
          62.4,
          62.4,
          62.3,
          62.3,
          62.2,
          62.2,
          62.1,
          62.1,
          62.2,
          62.3,
          62.3,
          62.4,
          62.3,
          62.3,
          62.3,
          62.3,
          62.3,
          62.4,
          62.4,
          62.4,
          62.4,
          62.4,
          62.4,
          62.4,
          62.4,
          62.4,
          62.5,
          62.6,
          62.7,
          62.8,
          62.9,
          63,
          63,
          62,
          60,
          59.5,
          61,
          61.1,
          60.7,
          59.9,
          59.7,
          59.9,
          60.1,
          60.1,
          60.3,
          60.6,
          60.9,
          61,
          61.3,
          61.3,
          61.4,
          61.3,
          61.3,
          61.4,
          61.6,
          61.8,
          61.8,
          61.9,
          61.9,
          61.9,
          61.9,
          61.9,
          61.8,
          61.9,
          62,
          62,
          61.9,
          62.1,
          62.2,
          62.3,
          62.4,
          62.5,
          62.5,
          62.4,
          62.4,
          62.3,
          62.3
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Alabama<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " Alabama",
         "line": {
          "color": "#EF553B",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Alabama",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
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          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
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          "1980-04-01T00:00:00",
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          "1980-07-01T00:00:00",
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          "1981-01-01T00:00:00",
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          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
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          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
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          "1988-01-01T00:00:00",
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          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
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          "1990-09-01T00:00:00",
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          "1990-11-01T00:00:00",
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          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
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          "1992-01-01T00:00:00",
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          "1994-09-01T00:00:00",
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          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
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          "2001-09-01T00:00:00",
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          "2001-11-01T00:00:00",
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          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
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          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
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          "2003-02-01T00:00:00",
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          "2003-11-01T00:00:00",
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          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
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          "2009-04-01T00:00:00",
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          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
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          "2009-09-01T00:00:00",
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          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
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          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
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          "2013-01-01T00:00:00",
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          "2013-05-01T00:00:00",
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          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
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          "2015-01-01T00:00:00",
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          "2015-06-01T00:00:00",
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          "2016-01-01T00:00:00",
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          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
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          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
          "2019-09-01T00:00:00",
          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-02-01T00:00:00",
          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-05-01T00:00:00",
          "2020-06-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-08-01T00:00:00",
          "2020-09-01T00:00:00",
          "2020-10-01T00:00:00",
          "2020-11-01T00:00:00",
          "2020-12-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-02-01T00:00:00",
          "2021-03-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-05-01T00:00:00",
          "2021-06-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-08-01T00:00:00",
          "2021-09-01T00:00:00",
          "2021-10-01T00:00:00",
          "2021-11-01T00:00:00",
          "2021-12-01T00:00:00",
          "2022-01-01T00:00:00",
          "2022-02-01T00:00:00",
          "2022-03-01T00:00:00",
          "2022-04-01T00:00:00",
          "2022-05-01T00:00:00",
          "2022-06-01T00:00:00",
          "2022-07-01T00:00:00",
          "2022-08-01T00:00:00",
          "2022-09-01T00:00:00",
          "2022-10-01T00:00:00",
          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
          "2023-02-01T00:00:00",
          "2023-03-01T00:00:00",
          "2023-04-01T00:00:00",
          "2023-05-01T00:00:00",
          "2023-06-01T00:00:00",
          "2023-07-01T00:00:00",
          "2023-08-01T00:00:00",
          "2023-09-01T00:00:00",
          "2023-10-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
          55.8,
          55.7,
          55.5,
          55.5,
          55.4,
          55.4,
          55.3,
          55.2,
          55.1,
          55,
          55,
          54.9,
          54.9,
          54.9,
          54.9,
          55,
          55.2,
          55.3,
          55.5,
          55.6,
          55.8,
          55.9,
          56.1,
          56.2,
          56.3,
          56.5,
          56.6,
          56.8,
          56.9,
          57,
          57.1,
          57.2,
          57.2,
          57.2,
          57.3,
          57.3,
          57.3,
          57.3,
          57.2,
          57.1,
          56.9,
          56.9,
          56.8,
          56.8,
          56.8,
          56.8,
          56.8,
          56.8,
          56.8,
          56.7,
          56.6,
          56.5,
          56.4,
          56.4,
          56.3,
          56.4,
          56.4,
          56.5,
          56.6,
          56.7,
          56.9,
          57.1,
          57.3,
          57.4,
          57.5,
          57.5,
          57.5,
          57.4,
          57.4,
          57.4,
          57.4,
          57.4,
          57.4,
          57.5,
          57.5,
          57.6,
          57.6,
          57.7,
          57.7,
          57.7,
          57.7,
          57.7,
          57.7,
          57.7,
          57.6,
          57.6,
          57.6,
          57.8,
          58,
          58.3,
          58.5,
          58.7,
          58.9,
          59,
          59,
          59.1,
          59.2,
          59.2,
          59.3,
          59.4,
          59.5,
          59.6,
          59.6,
          59.6,
          59.7,
          59.7,
          59.8,
          59.9,
          60,
          60.1,
          60.1,
          60,
          59.9,
          59.8,
          59.8,
          59.8,
          59.8,
          59.9,
          59.9,
          60,
          60.1,
          60.2,
          60.3,
          60.5,
          60.7,
          60.8,
          61,
          61.1,
          61.3,
          61.4,
          61.4,
          61.5,
          61.6,
          61.7,
          61.8,
          61.9,
          62,
          62.1,
          62.2,
          62.3,
          62.4,
          62.5,
          62.6,
          62.7,
          62.7,
          62.7,
          62.8,
          62.8,
          62.8,
          62.8,
          62.8,
          62.9,
          63,
          63.1,
          63.1,
          63.2,
          63.2,
          63.2,
          63.2,
          63.2,
          63.2,
          63.2,
          63.3,
          63.3,
          63.3,
          63.4,
          63.5,
          63.7,
          62.6,
          62.9,
          63.1,
          63.2,
          63.3,
          63.4,
          63.5,
          63.4,
          63.4,
          63.2,
          63,
          62.8,
          62.6,
          62.4,
          62.3,
          62.2,
          62.1,
          62.1,
          62,
          62,
          62,
          61.9,
          61.9,
          61.9,
          61.9,
          61.9,
          61.9,
          62,
          62.1,
          62.1,
          62.1,
          62,
          62,
          61.9,
          61.9,
          61.9,
          62,
          62,
          62.1,
          62.2,
          62.2,
          62.2,
          62.2,
          62.1,
          62.1,
          62.1,
          62.1,
          62.2,
          62.3,
          62.4,
          62.4,
          62.4,
          62.4,
          62.4,
          62.4,
          62.5,
          62.5,
          62.5,
          62.5,
          62.5,
          62.4,
          62.3,
          62.3,
          62.2,
          62.1,
          62.1,
          62.1,
          62.1,
          62,
          62,
          62,
          61.9,
          61.9,
          61.9,
          61.9,
          61.9,
          62,
          62,
          62,
          62.1,
          62.1,
          62.2,
          62.2,
          62.2,
          62.2,
          62.2,
          62.3,
          62.4,
          62.5,
          62.6,
          62.6,
          62.6,
          62.6,
          62.6,
          62.6,
          62.6,
          62.6,
          62.6,
          62.6,
          62.5,
          62.5,
          62.5,
          62.6,
          62.6,
          62.7,
          62.7,
          62.8,
          62.8,
          62.8,
          62.7,
          62.7,
          62.7,
          62.7,
          62.7,
          62.7,
          62.7,
          62.7,
          62.7,
          62.8,
          62.9,
          63,
          63.2,
          63.2,
          63.4,
          63.5,
          63.5,
          63.5,
          63.4,
          63.4,
          63.5,
          63.5,
          63.6,
          63.7,
          63.7,
          63.6,
          63.6,
          63.5,
          63.4,
          63.4,
          63.3,
          63.2,
          62.5,
          62.4,
          62.3,
          62.2,
          62.1,
          62.1,
          62,
          62,
          62,
          62,
          62,
          61.9,
          61.8,
          61.8,
          61.7,
          61.6,
          61.5,
          61.5,
          61.4,
          61.4,
          61.3,
          61.2,
          61.2,
          61.1,
          61.1,
          61.2,
          61.2,
          61.3,
          61.4,
          61.5,
          61.5,
          61.6,
          61.6,
          61.6,
          61.6,
          61.6,
          61.6,
          61.7,
          61.7,
          61.8,
          61.9,
          62,
          62.1,
          62.2,
          62.3,
          62.4,
          62.5,
          62.5,
          62.4,
          62.4,
          62.4,
          62.5,
          62.6,
          62.7,
          62.8,
          62.9,
          63,
          63,
          63.2,
          63.3,
          63.4,
          63.5,
          63.6,
          63.6,
          63.7,
          63.7,
          63.6,
          63.6,
          63.5,
          63.5,
          63.5,
          63.5,
          63.5,
          63.5,
          63.6,
          63.6,
          63.5,
          63.5,
          63.5,
          63.4,
          63.4,
          63.3,
          63.3,
          63.2,
          63,
          62.8,
          62.5,
          62.3,
          62,
          61.8,
          61.6,
          61.7,
          61.7,
          61.6,
          61.5,
          61.4,
          61.3,
          61.3,
          61.3,
          61.4,
          61.6,
          61.7,
          60.8,
          61,
          61.1,
          61.1,
          61.1,
          61.2,
          61.2,
          61.3,
          61.2,
          61.2,
          61.1,
          61.1,
          61,
          60.9,
          60.9,
          60.8,
          60.8,
          60.7,
          60.7,
          60.7,
          60.7,
          60.6,
          60.6,
          60.5,
          60.5,
          60.5,
          60.5,
          60.5,
          60.5,
          60.5,
          60.4,
          60.4,
          60.3,
          60.3,
          60.2,
          60.2,
          60.2,
          60.2,
          60.2,
          60.1,
          60.1,
          60,
          59.9,
          59.9,
          59.9,
          59.9,
          60,
          60,
          60,
          59.9,
          59.9,
          59.9,
          59.9,
          59.8,
          59.8,
          59.7,
          59.6,
          59.5,
          59.4,
          59.4,
          59.3,
          59.3,
          59.3,
          59.2,
          59.2,
          59.1,
          59.1,
          59.2,
          59.2,
          59.2,
          59.2,
          59.2,
          59.2,
          59.2,
          59.2,
          59.2,
          59.3,
          59.3,
          59.3,
          59.3,
          59.3,
          59.3,
          59.3,
          59.4,
          59.5,
          59.5,
          59.4,
          59.4,
          59.3,
          59.2,
          59.1,
          59.1,
          59.1,
          59.2,
          59.2,
          59.3,
          59.4,
          59.4,
          59.4,
          59.4,
          59.3,
          59.3,
          59.3,
          59.3,
          59.3,
          59.3,
          59.3,
          59.3,
          59.3,
          59.4,
          59.5,
          59.6,
          59.7,
          59.7,
          59.8,
          59.8,
          59.8,
          59.7,
          59.5,
          58.4,
          53.9,
          58,
          57.4,
          58.5,
          57.3,
          57.5,
          57.4,
          57.4,
          57.5,
          57.5,
          57.6,
          57.7,
          57.9,
          58.1,
          58.4,
          58.5,
          58.6,
          58.5,
          58.6,
          58.7,
          58.8,
          59,
          59.1,
          59.3,
          59.4,
          59.5,
          59.5,
          59.5,
          59.5,
          59.4,
          59.4,
          59.3,
          59.1,
          59.1,
          59.1,
          59.3,
          59.3,
          59.4,
          59.5,
          59.7,
          59.7,
          59.8,
          59.8
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Wisconsin<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " Wisconsin",
         "line": {
          "color": "#FFA15A",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Wisconsin",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
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          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
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          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
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          "1983-09-01T00:00:00",
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          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
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          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
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          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
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          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
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          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
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          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
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          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
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          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
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          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
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          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
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          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
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          "1996-09-01T00:00:00",
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          "1996-11-01T00:00:00",
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          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
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          "1999-01-01T00:00:00",
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          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
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          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
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          "2005-09-01T00:00:00",
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          "2006-04-01T00:00:00",
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          "2007-07-01T00:00:00",
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          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
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          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
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          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
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          "2013-08-01T00:00:00",
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          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
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          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
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          "2016-01-01T00:00:00",
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          "2021-01-01T00:00:00",
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          "2022-01-01T00:00:00",
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          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
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          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
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          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
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          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
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          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
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          "2016-09-01T00:00:00",
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          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
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          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
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          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
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          62.6,
          62.6,
          62.7,
          62.7,
          63,
          63,
          62.9,
          62.7,
          62.6,
          62.4,
          62.3,
          62.2,
          62.1,
          62,
          61.9,
          61.8,
          61.6,
          61.5,
          61.5,
          61.5,
          61.5,
          61.5,
          61.6,
          61.6,
          61.6,
          61.6,
          61.6,
          61.6,
          61.6,
          61.7,
          61.7,
          61.7,
          61.7,
          61.8,
          61.8,
          61.8,
          61.8,
          61.8,
          61.7,
          61.7,
          61.7,
          61.7,
          61.8,
          61.8,
          61.7,
          61.6,
          61.4,
          61.3,
          61.2,
          61.1,
          61,
          60.9,
          60.8,
          60.7,
          60.6,
          60.6,
          60.6,
          60.6,
          60.6,
          60.6,
          60.6,
          60.6,
          60.7,
          60.7,
          60.8,
          60.8,
          60.7,
          60.7,
          60.6,
          60.6,
          60.6,
          60.6,
          60.7,
          60.8,
          60.8,
          60.7,
          60.6,
          60.6,
          60.5,
          60.5,
          60.5,
          60.5,
          60.5,
          60.5,
          60.5,
          60.6,
          60.7,
          60.7,
          60.9,
          60.9,
          61,
          61,
          61,
          60.9,
          60.8,
          60.7,
          60.6,
          60.5,
          60.5,
          60.6,
          60.6,
          60.6,
          60.6,
          60.6,
          60.6,
          60.6,
          60.6,
          60.6,
          60.6,
          60.6,
          60.6,
          60.6,
          60.6,
          60.6,
          60.6,
          60.6,
          60.7,
          60.8,
          60.9,
          61,
          61,
          61,
          60.9,
          60.7,
          56.1,
          58,
          58.6,
          59,
          58.6,
          58.9,
          58.7,
          58.9,
          58.9,
          59,
          59.1,
          59.2,
          59.4,
          59.4,
          59.6,
          59.6,
          59.6,
          59.5,
          59.6,
          59.6,
          59.8,
          60,
          60.1,
          60.1,
          60.2,
          60.3,
          60.3,
          60.3,
          60.2,
          60.2,
          60.3,
          60.3,
          60.4,
          60.5,
          60.6,
          60.7,
          60.8,
          61,
          61.2,
          61.4,
          61.5,
          61.6,
          61.6
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Kentucky<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " Kentucky",
         "line": {
          "color": "#B6E880",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Kentucky",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
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          "1988-08-01T00:00:00",
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          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
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          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
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          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
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          "2012-05-01T00:00:00",
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          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
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          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
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          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
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          "2019-06-01T00:00:00",
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          67.8,
          67.8,
          67.8,
          67.7,
          67.6,
          67.5,
          67.5,
          67.5,
          67.5,
          68.6,
          68.9,
          68.9,
          68.8,
          68.7,
          68.7,
          68.7,
          68.8,
          68.9,
          68.9,
          68.9,
          68.9,
          68.8,
          68.8,
          68.7,
          68.7,
          68.7,
          68.7,
          68.7,
          68.7,
          68.7,
          68.6,
          68.5,
          68.5,
          68.4,
          68.4,
          68.3,
          68.4,
          68.3,
          68.4,
          68.5,
          68.6,
          68.7,
          68.7,
          68.7,
          68.7,
          68.8,
          68.8,
          68.9,
          68.9,
          69,
          69,
          69.1,
          69.1,
          69.1,
          69.1,
          69.1,
          69.1,
          69.1,
          69.1,
          69.2,
          69.2,
          69.2,
          69.3,
          69.3,
          69.3,
          69.3,
          69.2,
          69.2,
          69.1,
          69.1,
          69.1,
          69.2,
          69.2,
          69.2,
          69.2,
          69.2,
          69.3,
          67.9,
          68.1,
          68.2,
          68.2,
          68.3,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.5,
          68.6,
          68.6,
          68.7,
          68.9,
          69,
          69.1,
          69.2,
          69.3,
          69.3,
          69.2,
          69.1,
          69,
          68.9,
          68.8,
          68.8,
          68.7,
          68.7,
          68.7,
          68.8,
          68.8,
          68.9,
          69,
          69.1,
          69.1,
          69.2,
          69.2,
          69.3,
          69.3,
          69.4,
          69.4,
          69.3,
          69.3,
          69.3,
          69.3,
          69.3,
          69.3,
          69.3,
          69.3,
          69.3,
          69.3,
          69.3,
          69.3,
          69.3,
          69.3,
          69.3,
          69.4,
          69.4,
          69.4,
          69.4,
          69.3,
          69.3,
          69.2,
          69.2,
          69.1,
          69.1,
          69.1,
          69.1,
          69.1,
          69.1,
          69.1,
          69.1,
          69.2,
          69.2,
          69.2,
          69.2,
          69.2,
          69.2,
          69.2,
          69.2,
          69.1,
          69.1,
          69,
          69,
          68.9,
          68.9,
          68.9,
          68.9,
          69,
          69,
          69.1,
          69.2,
          69.2,
          69.3,
          69.3,
          69.2,
          69.1,
          69,
          69,
          68.9,
          68.9,
          68.8,
          68.8,
          68.8,
          68.8,
          68.7,
          68.7,
          68.7,
          68.7,
          68.8,
          68.8,
          68.8,
          68.7,
          68.6,
          68.5,
          68.3,
          68.2,
          68.1,
          68,
          68,
          68.1,
          68.1,
          68.1,
          68.1,
          68.1,
          68.1,
          68,
          68,
          68,
          68,
          67.9,
          67.9,
          67.9,
          67.9,
          67.9,
          68,
          68,
          68,
          68.1,
          68.1,
          68.1,
          68.1,
          68.1,
          68.1,
          68.1,
          68.1,
          68.1,
          68.2,
          68.2,
          68.3,
          68.2,
          68.2,
          68.1,
          67.9,
          67.8,
          67.7,
          67.6,
          67.5,
          67.5,
          67.4,
          67.4,
          67.3,
          67.3,
          67.3,
          67.3,
          67.3,
          67.3,
          67.4,
          67.4,
          67.4,
          67.4,
          67.4,
          67.3,
          67.3,
          67.3,
          67.3,
          67.3,
          67.2,
          67,
          67,
          67,
          67,
          67,
          67,
          66.9,
          66.8,
          66.8,
          66.7,
          66.6,
          66.6,
          66.5,
          66.5,
          66.4,
          66.3,
          66.2,
          66.1,
          66,
          65.9,
          65.8,
          65.7,
          65.6,
          65.6,
          65.6,
          65.6,
          65.7,
          65.7,
          65.7,
          65.7,
          65.7,
          65.7,
          65.8,
          65.8,
          65.9,
          65.9,
          66,
          66,
          65.9,
          65.9,
          65.8,
          65.7,
          65.6,
          65.5,
          66.1,
          66.4,
          66.4,
          66.4,
          66.3,
          66.2,
          66.1,
          66.1,
          66.3,
          66.4,
          66.5,
          65.9,
          65.9,
          65.9,
          65.9,
          65.9,
          65.9,
          65.9,
          65.9,
          65.9,
          65.9,
          65.9,
          65.9,
          65.9,
          65.9,
          66,
          66,
          66,
          66,
          65.9,
          65.8,
          65.7,
          65.6,
          65.5,
          65.4,
          65.4,
          65.4,
          65.4,
          65.4,
          65.4,
          65.4,
          65.4,
          65.3,
          65.3,
          65.3,
          65.3,
          65.2,
          65.3,
          65.3,
          65.3,
          65.3,
          65.2,
          65.1,
          65.1,
          65,
          65,
          65,
          64.9,
          64.9,
          64.9,
          64.9,
          64.8,
          64.8,
          64.7,
          64.7,
          64.6,
          64.5,
          64.3,
          64.2,
          64.1,
          64,
          63.9,
          63.9,
          63.8,
          63.7,
          63.7,
          63.7,
          63.7,
          63.7,
          63.8,
          63.8,
          63.8,
          63.8,
          63.9,
          63.9,
          63.9,
          63.9,
          63.9,
          63.9,
          63.8,
          63.8,
          63.8,
          63.8,
          63.8,
          63.8,
          63.8,
          63.8,
          63.8,
          63.8,
          63.7,
          63.7,
          63.7,
          63.6,
          63.7,
          63.8,
          63.9,
          64,
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          64.1,
          64.1,
          64,
          63.9,
          63.9,
          63.8,
          63.8,
          63.8,
          63.8,
          63.8,
          63.8,
          63.8,
          63.8,
          63.9,
          64,
          64,
          64.1,
          64.1,
          64.1,
          64.1,
          64,
          63.8,
          63,
          60.3,
          62.7,
          62.6,
          62.9,
          62.9,
          63.2,
          63.1,
          63.2,
          63.3,
          63.2,
          63.3,
          63.3,
          63.4,
          63.5,
          63.6,
          63.6,
          63.6,
          63.6,
          63.6,
          63.7,
          63.8,
          63.9,
          64,
          64,
          64.1,
          64.1,
          64,
          63.9,
          63.8,
          63.7,
          63.7,
          63.5,
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          63.5,
          63.7,
          63.9,
          64.1,
          64.2,
          64.2,
          64.2,
          64.2,
          64.2,
          64.2
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Ohio<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " Ohio",
         "line": {
          "color": "#FECB52",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Ohio",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
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          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
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          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
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          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
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          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
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          "1989-12-01T00:00:00",
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          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
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          "1992-04-01T00:00:00",
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          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
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          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
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          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
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          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
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          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
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          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
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          "1995-07-01T00:00:00",
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          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
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          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
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          "1996-07-01T00:00:00",
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          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
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          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
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          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
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          60.8,
          60.8,
          61.2,
          61.2,
          61.6,
          61.5,
          61.6,
          61.5,
          61.4,
          61.4,
          61.4,
          61.5,
          61.5,
          61.5,
          61.5,
          61.4,
          61.3,
          61.3,
          61.3,
          61.3,
          61.4,
          61.6,
          61.7,
          61.8,
          61.8,
          61.7,
          61.6,
          61.4,
          61.3,
          61.2,
          61.2,
          61.2,
          61.2,
          61.4,
          61.5,
          61.8,
          62.1,
          62.2,
          62.1,
          62.1,
          62.1,
          62
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Mississippi<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " Mississippi",
         "line": {
          "color": "#636efa",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Mississippi",
         "showlegend": true,
         "type": "scattergl",
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          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
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          "1976-07-01T00:00:00",
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          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
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          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
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          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
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          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
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          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
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          "1988-04-01T00:00:00",
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          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
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          "1988-09-01T00:00:00",
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          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
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          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
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          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
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          "1990-08-01T00:00:00",
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          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
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          "1992-10-01T00:00:00",
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          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
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          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
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          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
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          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
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          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
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          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
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          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
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          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
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          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
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          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
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          "1999-05-01T00:00:00",
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          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
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          "2000-12-01T00:00:00",
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          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
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          "2003-09-01T00:00:00",
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          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
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          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
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          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
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          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
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          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
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          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
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          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
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          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
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          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
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          "2009-01-01T00:00:00",
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          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
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          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
          "2019-09-01T00:00:00",
          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-02-01T00:00:00",
          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-05-01T00:00:00",
          "2020-06-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-08-01T00:00:00",
          "2020-09-01T00:00:00",
          "2020-10-01T00:00:00",
          "2020-11-01T00:00:00",
          "2020-12-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-02-01T00:00:00",
          "2021-03-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-05-01T00:00:00",
          "2021-06-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-08-01T00:00:00",
          "2021-09-01T00:00:00",
          "2021-10-01T00:00:00",
          "2021-11-01T00:00:00",
          "2021-12-01T00:00:00",
          "2022-01-01T00:00:00",
          "2022-02-01T00:00:00",
          "2022-03-01T00:00:00",
          "2022-04-01T00:00:00",
          "2022-05-01T00:00:00",
          "2022-06-01T00:00:00",
          "2022-07-01T00:00:00",
          "2022-08-01T00:00:00",
          "2022-09-01T00:00:00",
          "2022-10-01T00:00:00",
          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
          "2023-02-01T00:00:00",
          "2023-03-01T00:00:00",
          "2023-04-01T00:00:00",
          "2023-05-01T00:00:00",
          "2023-06-01T00:00:00",
          "2023-07-01T00:00:00",
          "2023-08-01T00:00:00",
          "2023-09-01T00:00:00",
          "2023-10-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
          60.8,
          60.5,
          60.3,
          60.3,
          60.3,
          60.3,
          60.4,
          60.4,
          60.5,
          60.5,
          60.7,
          60.8,
          60.9,
          60.9,
          61.1,
          61.1,
          61.1,
          61,
          61,
          61,
          61,
          61,
          61,
          61,
          61,
          61,
          61.1,
          61.2,
          61.3,
          61.4,
          61.5,
          61.5,
          61.5,
          61.5,
          61.5,
          61.5,
          61.6,
          61.5,
          61.5,
          61.4,
          61.4,
          61.4,
          61.5,
          61.6,
          61.6,
          61.7,
          61.7,
          61.6,
          61.5,
          61.4,
          61.3,
          61.2,
          61.1,
          61,
          61,
          61.1,
          61.1,
          61.2,
          61.3,
          61.3,
          61.4,
          61.5,
          61.5,
          61.5,
          61.4,
          61.2,
          61.1,
          61,
          60.9,
          61,
          61,
          61.1,
          61.2,
          61.3,
          61.4,
          61.5,
          61.7,
          61.8,
          61.9,
          62,
          62,
          61.9,
          61.9,
          61.9,
          61.8,
          61.8,
          61.8,
          61.8,
          61.8,
          61.9,
          61.9,
          61.9,
          61.9,
          61.8,
          61.7,
          61.6,
          61.7,
          61.7,
          61.7,
          61.8,
          61.8,
          62,
          62,
          62.1,
          62.3,
          62.4,
          62.6,
          62.7,
          62.9,
          63,
          63.2,
          63.2,
          63.3,
          63.3,
          63.3,
          63.3,
          63.3,
          63.4,
          63.4,
          63.4,
          63.4,
          63.4,
          63.3,
          63.3,
          63.3,
          63.3,
          63.3,
          63.4,
          63.4,
          63.4,
          63.4,
          63.3,
          63.2,
          63.2,
          63.1,
          63,
          62.9,
          62.9,
          62.9,
          62.9,
          63,
          63,
          63.1,
          63.1,
          63.1,
          63.1,
          63.1,
          63.1,
          63.1,
          63.1,
          63,
          63,
          63,
          63,
          62.9,
          62.9,
          62.9,
          62.9,
          63,
          63,
          63.1,
          63.2,
          63.4,
          63.5,
          63.6,
          63.7,
          63.9,
          63.9,
          63.3,
          63.4,
          63.5,
          63.6,
          63.6,
          63.7,
          63.8,
          63.7,
          63.6,
          63.6,
          63.6,
          63.6,
          63.5,
          63.6,
          63.6,
          63.6,
          63.6,
          63.6,
          63.6,
          63.5,
          63.4,
          63.3,
          63.3,
          63.3,
          63.3,
          63.3,
          63.4,
          63.4,
          63.4,
          63.3,
          63.3,
          63.3,
          63.2,
          63.2,
          63.2,
          63.2,
          63.2,
          63.2,
          63.3,
          63.4,
          63.5,
          63.6,
          63.6,
          63.6,
          63.6,
          63.6,
          63.6,
          63.6,
          63.6,
          63.6,
          63.5,
          63.5,
          63.5,
          63.5,
          63.5,
          63.6,
          63.7,
          63.7,
          63.8,
          63.8,
          63.8,
          63.7,
          63.7,
          63.5,
          63.4,
          63.4,
          63.4,
          63.4,
          63.5,
          63.5,
          63.5,
          63.5,
          63.5,
          63.5,
          63.5,
          63.5,
          63.5,
          63.5,
          63.5,
          63.5,
          63.4,
          63.4,
          63.3,
          63.2,
          63.2,
          63.1,
          63.1,
          63.1,
          63.2,
          63.2,
          63.2,
          63.2,
          63.1,
          63.2,
          63.2,
          63.3,
          63.4,
          63.4,
          63.5,
          63.5,
          63.5,
          63.5,
          63.5,
          63.4,
          63.3,
          63.3,
          63.2,
          63.1,
          63,
          63,
          62.9,
          62.9,
          62.8,
          62.9,
          62.9,
          62.9,
          62.8,
          62.8,
          62.8,
          62.8,
          62.8,
          62.8,
          62.9,
          63,
          63,
          63,
          63,
          63.1,
          63.1,
          63.2,
          63.3,
          63.4,
          63.5,
          63.5,
          63.4,
          63.4,
          63.3,
          63.2,
          63.1,
          63,
          63,
          62.9,
          62.9,
          63,
          63,
          63,
          63.1,
          63.2,
          63.2,
          63.2,
          63.2,
          63.2,
          63.2,
          63.2,
          63.1,
          63.1,
          63.1,
          63.1,
          63.2,
          63.2,
          63.2,
          63.3,
          63.3,
          63.2,
          63.2,
          63.2,
          63.2,
          63.2,
          63.1,
          63.1,
          63.1,
          63,
          63,
          62.9,
          62.9,
          62.9,
          62.9,
          63,
          63,
          63,
          63.1,
          63.1,
          63.2,
          63.2,
          63.2,
          63.2,
          63.2,
          63.1,
          63.1,
          62.9,
          62.8,
          62.6,
          62.6,
          62.5,
          62.5,
          62.6,
          62.6,
          62.6,
          62.6,
          62.6,
          62.6,
          62.6,
          62.5,
          62.5,
          62.4,
          62.3,
          62.2,
          62.1,
          62,
          61.9,
          61.9,
          61.9,
          61.9,
          62,
          62.1,
          62.2,
          62.2,
          62.3,
          62.3,
          62.3,
          62.3,
          62.3,
          62.4,
          62.4,
          62.4,
          62.3,
          62.2,
          62.1,
          61.9,
          61.8,
          61.7,
          61.6,
          61.5,
          61.4,
          61.3,
          61.1,
          60.9,
          60.7,
          60.5,
          60.5,
          60.6,
          60.7,
          60.8,
          59.5,
          59.6,
          59.5,
          59.4,
          59.2,
          59,
          58.9,
          58.8,
          58.7,
          58.6,
          58.6,
          58.5,
          58.4,
          58.4,
          58.3,
          58.3,
          58.4,
          58.4,
          58.4,
          58.4,
          58.4,
          58.3,
          58.3,
          58.2,
          58.2,
          58.2,
          58.2,
          58.2,
          58.3,
          58.4,
          58.4,
          58.4,
          58.4,
          58.3,
          58.2,
          58.2,
          58.1,
          58.1,
          58.1,
          58,
          58,
          58,
          57.9,
          57.9,
          57.9,
          57.9,
          58,
          58,
          58,
          58,
          58,
          58.1,
          58.1,
          58.2,
          58.2,
          58.2,
          58.3,
          58.3,
          58.3,
          58.4,
          58.4,
          58.4,
          58.3,
          58.3,
          58.2,
          58.1,
          58.1,
          58.1,
          58.2,
          58.2,
          58.3,
          58.3,
          58.3,
          58.4,
          58.4,
          58.5,
          58.5,
          58.5,
          58.4,
          58.4,
          58.4,
          58.4,
          58.4,
          58.5,
          58.5,
          58.5,
          58.4,
          58.3,
          58.3,
          58.2,
          58.1,
          58,
          58,
          57.6,
          57.7,
          57.7,
          57.8,
          57.8,
          57.8,
          57.8,
          57.8,
          57.8,
          57.8,
          57.9,
          58,
          58,
          58.1,
          58.1,
          58.1,
          58.1,
          58.1,
          58.1,
          58.1,
          58.1,
          58.1,
          58.2,
          58.2,
          58.1,
          58,
          57.2,
          54.3,
          54.9,
          55,
          55.4,
          55.5,
          55.9,
          55.9,
          56,
          56.1,
          56,
          56.1,
          56.2,
          56.4,
          56.5,
          56.6,
          56.6,
          56.6,
          56.5,
          56.6,
          56.6,
          56.8,
          56.9,
          56.9,
          56.8,
          56.8,
          56.7,
          56.6,
          56.4,
          56.1,
          56.2,
          56.2,
          56.2,
          56.2,
          56.4,
          56.5,
          56.7,
          56.8,
          56.9,
          57,
          57.1,
          57.2,
          57.2,
          57.2
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Washington<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " Washington",
         "line": {
          "color": "#00cc96",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Washington",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
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          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
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          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
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          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
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          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
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          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
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          "1982-11-01T00:00:00",
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          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
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          "1984-01-01T00:00:00",
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          "1989-02-01T00:00:00",
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          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
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          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
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          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
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          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
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          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
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          "1995-02-01T00:00:00",
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          "2000-04-01T00:00:00",
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          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
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          "2000-09-01T00:00:00",
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          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
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          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
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          "2001-11-01T00:00:00",
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          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
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          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
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          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
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          "2004-09-01T00:00:00",
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          "2004-11-01T00:00:00",
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          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
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          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
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          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
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          "2013-01-01T00:00:00",
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          "2014-01-01T00:00:00",
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          "2014-03-01T00:00:00",
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          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
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          "2015-01-01T00:00:00",
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          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
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          "2013-01-01T00:00:00",
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          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
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          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
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          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
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          "2016-01-01T00:00:00",
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          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
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          "2017-06-01T00:00:00",
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          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
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          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
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          70.8,
          70.9,
          71,
          71,
          71,
          71.1,
          71.1,
          71.1,
          71.2,
          71.2,
          71.2,
          71.2,
          71.3,
          71.4,
          71.5,
          71.6,
          71.7,
          71.9,
          72,
          72.1,
          72.3,
          72.3,
          72.3,
          72.2,
          72.2,
          72.2,
          72.3,
          72.3,
          72.4,
          72.4,
          72.5,
          72.5,
          72.6,
          72.7,
          72.8,
          72.9,
          73,
          73.1,
          73.1,
          73.1,
          73.1,
          73,
          73,
          72.9,
          72.9,
          72.8,
          72.8,
          72.8,
          72.8,
          72.7,
          72.6,
          72.5,
          72.3,
          72.2,
          72,
          71.8,
          71.6,
          71.4,
          71.1,
          70.8,
          70.4,
          71.1,
          71.2,
          71,
          70.8,
          70.5,
          70.2,
          69.9,
          69.6,
          69.2,
          68.9,
          68.6,
          68.3,
          68.1,
          68,
          67.9,
          67.8,
          69.4,
          69.2,
          69.1,
          68.9,
          68.7,
          68.5,
          68.4,
          68.2,
          68.1,
          68,
          67.9,
          67.9,
          67.8,
          67.7,
          67.7,
          67.4,
          67.2,
          67,
          66.8,
          66.6,
          66.5,
          66.4,
          66.2,
          66.3,
          66.4,
          66.4,
          66.5,
          66.6,
          66.7,
          66.8,
          66.8,
          66.9,
          66.9,
          66.9,
          67,
          67,
          67.1,
          67.2,
          67.3,
          67.3,
          67.3,
          67.3,
          67.3,
          67.3,
          67.3,
          67.4,
          67.4,
          67.4,
          67.3,
          67.3,
          67.3,
          67.4,
          67.5,
          67.5,
          67.6,
          67.6,
          67.7,
          67.7,
          67.7,
          67.8,
          67.8,
          67.9,
          67.9,
          68,
          67.9,
          67.9,
          67.9,
          68,
          68.1,
          68.2,
          68.3,
          68.3,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.5,
          68.5,
          68.5,
          68.6,
          68.7,
          68.8,
          68.9,
          68.9,
          68.9,
          68.9,
          68.9,
          68.8,
          68.7,
          68.6,
          68.6,
          68.6,
          68.6,
          68.6,
          68.7,
          68.6,
          68.6,
          68.5,
          68.4,
          68.4,
          68.3,
          68.3,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.5,
          68.5,
          68.5,
          68.5,
          68.5,
          68.4,
          68.2,
          68,
          67.4,
          67.8,
          67.6,
          67.8,
          67.8,
          68,
          67.9,
          67.9,
          67.9,
          67.8,
          67.8,
          67.9,
          67.9,
          67.9,
          67.9,
          67.9,
          67.8,
          67.8,
          67.9,
          68,
          68.1,
          68.3,
          68.5,
          68.7,
          68.8,
          68.9,
          68.9,
          68.8,
          68.8,
          68.8,
          68.7,
          68.6,
          68.5,
          68.6,
          68.7,
          68.9,
          69.1,
          69.4,
          69.6,
          69.8,
          69.8,
          69.7,
          69.6
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Illinois<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " Illinois",
         "line": {
          "color": "#19d3f3",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Illinois",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
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          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
          "2019-09-01T00:00:00",
          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-02-01T00:00:00",
          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-05-01T00:00:00",
          "2020-06-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-08-01T00:00:00",
          "2020-09-01T00:00:00",
          "2020-10-01T00:00:00",
          "2020-11-01T00:00:00",
          "2020-12-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-02-01T00:00:00",
          "2021-03-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-05-01T00:00:00",
          "2021-06-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-08-01T00:00:00",
          "2021-09-01T00:00:00",
          "2021-10-01T00:00:00",
          "2021-11-01T00:00:00",
          "2021-12-01T00:00:00",
          "2022-01-01T00:00:00",
          "2022-02-01T00:00:00",
          "2022-03-01T00:00:00",
          "2022-04-01T00:00:00",
          "2022-05-01T00:00:00",
          "2022-06-01T00:00:00",
          "2022-07-01T00:00:00",
          "2022-08-01T00:00:00",
          "2022-09-01T00:00:00",
          "2022-10-01T00:00:00",
          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
          "2023-02-01T00:00:00",
          "2023-03-01T00:00:00",
          "2023-04-01T00:00:00",
          "2023-05-01T00:00:00",
          "2023-06-01T00:00:00",
          "2023-07-01T00:00:00",
          "2023-08-01T00:00:00",
          "2023-09-01T00:00:00",
          "2023-10-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
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          52.4,
          52.3,
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          52,
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          51.3,
          51.1,
          51.1,
          51.1,
          51.2,
          51.4,
          51.5,
          51.6,
          51.6,
          51.5,
          51.5,
          51.5,
          51.6,
          51.6,
          51.7,
          51.8,
          51.8,
          51.8,
          51.7,
          51.7,
          51.8,
          51.8,
          52,
          52.2,
          52.3,
          52.5,
          52.6,
          52.6,
          52.6,
          52.5,
          52.5,
          52.6,
          52.6,
          52.8,
          52.9,
          53,
          53.1,
          53.1,
          53.1,
          53.1,
          53.1,
          53.2,
          53.3,
          53.3,
          53.4,
          53.4,
          53.5,
          53.4,
          53.4,
          53.4,
          53.4,
          53.5,
          53.6,
          53.8,
          53.8,
          53.8,
          53.6,
          53.4,
          53.1,
          53,
          52.9,
          52.9,
          52.9,
          53,
          53,
          53.1,
          53.3,
          53.4,
          53.6,
          53.8,
          54,
          54.1,
          54.3,
          52.7,
          52.3,
          52.2,
          52.2,
          52.1,
          52,
          51.9,
          51.8,
          51.9,
          51.9,
          51.9,
          51.9,
          51.7,
          51.6,
          51.5,
          51.4,
          51.4,
          51.4,
          51.5,
          51.6,
          51.7,
          51.7,
          51.7,
          51.8,
          51.8,
          51.9,
          51.9,
          51.9,
          51.9,
          51.8,
          51.7,
          51.5,
          51.4,
          51.3,
          51.3,
          51.2,
          51.1,
          51.1,
          51,
          51.1,
          51.1,
          51.2,
          51.3,
          51.4,
          51.5,
          51.5,
          51.4,
          51.4,
          51.3,
          51.3,
          51.3,
          51.2,
          51.2,
          51.1,
          51.1,
          51.1,
          51,
          51,
          51.1,
          51.2,
          51.2,
          51.3,
          51.3,
          51.4,
          51.4,
          51.5,
          51.5,
          51.5,
          51.5,
          51.5,
          51.5,
          51.4,
          51.4,
          51.4,
          51.4,
          51.7,
          52,
          52.3,
          52.6,
          52.9,
          53.2,
          53.4,
          53.9,
          53.9,
          53.9,
          53.9,
          53.9,
          55.3,
          55.1,
          55,
          54.9,
          54.9,
          54.9,
          54.9,
          54.9,
          55,
          55.1,
          55.1,
          55.2,
          55.3,
          55.3,
          55.4,
          55.4,
          55.4,
          55.4,
          55.4,
          55.4,
          55.5,
          55.5,
          55.5,
          55.6,
          55.6,
          55.7,
          55.7,
          55.8,
          55.8,
          55.7,
          55.7,
          55.6,
          55.5,
          55.4,
          55.3,
          55.3,
          55.2,
          55.2,
          55.1,
          55.1,
          55,
          55,
          55,
          54.9,
          54.9,
          54.9,
          54.9,
          54.9,
          55,
          55.1,
          55.1,
          55,
          55,
          54.9,
          54.9,
          54.9,
          55,
          54.9,
          54.9,
          54.8,
          54.8,
          54.7,
          54.7,
          54.7,
          54.8,
          54.9,
          54.9,
          55,
          54.9,
          54.9,
          54.9,
          54.9,
          54.9,
          54.9,
          55,
          55,
          55,
          55,
          55,
          55.1,
          55.1,
          55.1,
          55.1,
          55.1,
          55.1,
          55,
          55,
          55,
          55,
          55,
          55,
          55.1,
          55.1,
          55.1,
          55.1,
          55.2,
          55.2,
          55.3,
          55.3,
          55.4,
          55.4,
          55.5,
          55.5,
          55.5,
          55.5,
          55.6,
          55.6,
          55.6,
          55.6,
          55.6,
          55.7,
          55.7,
          55.8,
          55.8,
          55.9,
          55.9,
          55.9,
          55.9,
          55.9,
          55.9,
          55.9,
          55.9,
          55.9,
          55.9,
          55.9,
          55.8,
          55.8,
          55.8,
          55.8,
          55.9,
          56,
          56.1,
          56.1,
          56.1,
          56,
          55.9,
          55.8,
          55.7,
          55.7,
          55.7,
          55.7,
          55.7,
          55.8,
          55.8,
          55.9,
          56,
          56,
          56.1,
          56.1,
          56.1,
          56,
          56,
          55.9,
          55.8,
          55.7,
          55.6,
          55.5,
          55.5,
          55.5,
          55.4,
          55.4,
          55.3,
          55.3,
          55.2,
          55.2,
          55.1,
          55.1,
          55.1,
          55.1,
          55.2,
          55.2,
          55.2,
          55.1,
          55.1,
          55.1,
          55,
          55,
          55,
          55,
          55,
          55.1,
          55.1,
          55.2,
          55.2,
          55.3,
          55.4,
          55.5,
          55.5,
          55.5,
          55.5,
          55.5,
          55.5,
          55.6,
          55.7,
          55.8,
          55.8,
          55.9,
          55.9,
          56,
          56,
          56,
          56,
          56,
          55.9,
          55.8,
          55.7,
          55.6,
          55.5,
          55.5,
          55.5,
          55.6,
          55.7,
          55.8,
          55.8,
          55.8,
          55.8,
          55.8,
          55.7,
          55.7,
          55.7,
          55.6,
          55.6,
          55.6,
          55.6,
          55.6,
          55.6,
          55.7,
          55.8,
          55.8,
          55.9,
          56,
          56.1,
          56.2,
          56.1,
          56,
          55.9,
          55.7,
          55.5,
          55.4,
          55.4,
          55.5,
          55.6,
          55.6,
          54.7,
          54.7,
          54.7,
          54.7,
          54.6,
          54.6,
          54.6,
          54.5,
          54.5,
          54.4,
          54.3,
          54.2,
          54.1,
          54.1,
          54.1,
          54.1,
          54.2,
          54.3,
          54.4,
          54.4,
          54.4,
          54.3,
          54.3,
          54.3,
          54.3,
          54.3,
          54.4,
          54.4,
          54.3,
          54.3,
          54.3,
          54.3,
          54.2,
          54.1,
          54,
          53.9,
          53.8,
          53.8,
          53.8,
          53.8,
          53.7,
          53.7,
          53.6,
          53.6,
          53.6,
          53.7,
          53.7,
          53.7,
          53.7,
          53.6,
          53.5,
          53.5,
          53.5,
          53.5,
          53.5,
          53.5,
          53.5,
          53.5,
          53.5,
          53.6,
          53.6,
          53.6,
          53.6,
          53.5,
          53.4,
          53.3,
          53.3,
          53.3,
          53.4,
          53.4,
          53.5,
          53.4,
          53.4,
          53.3,
          53.2,
          53.2,
          53.1,
          53.1,
          53.1,
          53.2,
          53.2,
          53.2,
          53.2,
          53.2,
          53.2,
          53.3,
          53.4,
          53.5,
          53.6,
          53.7,
          53.7,
          53.8,
          53.8,
          53.9,
          54,
          54.2,
          54.3,
          54.4,
          54.5,
          54.5,
          54.5,
          54.5,
          54.5,
          54.5,
          54.6,
          54.5,
          54.5,
          54.5,
          54.5,
          54.6,
          54.7,
          54.8,
          54.9,
          55,
          55,
          55.1,
          55.1,
          55.1,
          55,
          54.8,
          52.7,
          53.6,
          53.5,
          53.7,
          53.6,
          53.8,
          53.7,
          53.7,
          53.7,
          53.7,
          53.8,
          53.9,
          54,
          54.1,
          54.1,
          54.1,
          54.1,
          54,
          54.1,
          54.2,
          54.3,
          54.4,
          54.6,
          54.7,
          54.8,
          54.8,
          54.8,
          54.7,
          54.7,
          54.7,
          54.6,
          54.6,
          54.7,
          54.7,
          54.6,
          54.6,
          54.6,
          54.6,
          54.6,
          54.7,
          54.9,
          55.1,
          55.2
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Tennessee<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " Tennessee",
         "line": {
          "color": "#B6E880",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Tennessee",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
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          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
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          59.5,
          59.5,
          59.5,
          59.5,
          59.5,
          59.5,
          59.5,
          59.6,
          59.6,
          59.6,
          59.6,
          59.6,
          59.6,
          59.6,
          59.7,
          59.8,
          59.9,
          59.9,
          60,
          60,
          60.1,
          60.1,
          60.2,
          60.3,
          60.4,
          60.4,
          60.4,
          60.3,
          60.3,
          60.3,
          60.4,
          60.4,
          60.5,
          60.5,
          60.6,
          60.6,
          60.6,
          60.6,
          60.6,
          60.5,
          60.6,
          60.7,
          60.8,
          60.9,
          61,
          61,
          61,
          61,
          61,
          61.1,
          61.2,
          61.4,
          61.5,
          61.7,
          61.8,
          61.9,
          61.9,
          61.9,
          61.9,
          61.8,
          61.8,
          61.8,
          61.8,
          61.7,
          61.6,
          61.3,
          61.1,
          58.7,
          59.8,
          59.7,
          60,
          60.1,
          60.5,
          60.6,
          60.7,
          60.6,
          60.5,
          60.3,
          60.3,
          60.3,
          60.3,
          60.3,
          60.3,
          60.1,
          60,
          60,
          60,
          60.1,
          60.3,
          60.6,
          60.7,
          60.7,
          60.6,
          60.3,
          60,
          59.6,
          59.3,
          59.1,
          59,
          58.9,
          58.9,
          58.9,
          59,
          59.1,
          59.2,
          59.3,
          59.4,
          59.4,
          59.4,
          59.4
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Maryland<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " Maryland",
         "line": {
          "color": "#FF97FF",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Maryland",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
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          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
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          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
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          "1988-12-01T00:00:00",
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          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
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          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
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          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
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          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
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          "1994-01-01T00:00:00",
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          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
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          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
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          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
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          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
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          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
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          "2021-04-01T00:00:00",
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          "2021-12-01T00:00:00",
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          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
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          68.1,
          68.2,
          68.2,
          68.2,
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          68.3,
          68.4,
          68.5,
          68.6,
          68.7,
          68.8,
          68.8,
          68.9,
          68.9,
          69,
          69,
          69,
          69,
          69,
          69,
          69.1,
          69.2,
          69.4,
          68.5,
          68.6,
          68.7,
          68.8,
          68.7,
          68.7,
          68.7,
          68.7,
          68.6,
          68.4,
          68.3,
          68.1,
          67.9,
          67.8,
          67.7,
          67.7,
          67.7,
          67.7,
          67.8,
          67.8,
          67.9,
          68,
          68,
          68.1,
          68.1,
          68.1,
          68.1,
          68.1,
          68.1,
          68,
          68,
          67.9,
          67.9,
          67.8,
          67.8,
          67.8,
          67.8,
          67.8,
          67.9,
          68,
          68,
          68.1,
          68.1,
          68,
          67.9,
          67.8,
          67.8,
          67.8,
          67.7,
          67.7,
          67.7,
          67.7,
          67.7,
          67.7,
          67.8,
          67.9,
          67.9,
          68,
          68,
          68,
          68,
          67.9,
          67.7,
          67.6,
          67.4,
          67.3,
          67.3,
          67.3,
          67.3,
          67.3,
          67.3,
          67.2,
          67.2,
          67.2,
          67.3,
          67.4,
          67.5,
          67.7,
          67.8,
          67.9,
          68,
          68,
          68.1,
          68.2,
          68.3,
          68.5,
          68.6,
          68.7,
          68.7,
          68.8,
          68.7,
          68.7,
          68.6,
          68.5,
          68.5,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.5,
          68.6,
          68.8,
          68.9,
          68.9,
          68.9,
          68.9,
          68.9,
          68.9,
          68.9,
          68.8,
          68.8,
          68.7,
          68.7,
          68.6,
          68.5,
          68.4,
          68.3,
          68.3,
          68.2,
          68.2,
          68.1,
          68,
          67.8,
          67.6,
          67.5,
          67.4,
          67.4,
          67.5,
          67.7,
          67.9,
          68,
          68.1,
          68.2,
          68.1,
          68.1,
          68.1,
          68.1,
          68.1,
          68.1,
          68.1,
          68.1,
          68.2,
          68.3,
          68.5,
          68.6,
          68.7,
          68.8,
          68.8,
          68.8,
          68.8,
          68.7,
          68.6,
          68.5,
          68.4,
          68.2,
          68.1,
          68.1,
          68,
          68,
          68,
          67.9,
          67.9,
          67.9,
          67.9,
          67.9,
          67.9,
          67.9,
          67.8,
          67.8,
          67.7,
          67.6,
          67.5,
          67.4,
          67.3,
          67.1,
          67,
          66.9,
          66.8,
          66.8,
          66.8,
          66.8,
          66.9,
          66.9,
          66.9,
          67,
          66.9,
          66.9,
          66.8,
          66.8,
          66.7,
          66.7,
          66.7,
          66.8,
          66.8,
          66.9,
          67,
          67.1,
          67.1,
          67.2,
          67.2,
          67.2,
          67.2,
          67.1,
          67.1,
          67,
          67,
          66.9,
          66.9,
          66.8,
          66.8,
          66.7,
          66.7,
          66.7,
          66.7,
          66.7,
          66.7,
          66.7,
          66.7,
          66.8,
          66.9,
          66.9,
          67,
          67,
          67,
          66.9,
          66.9,
          66.8,
          66.7,
          66.6,
          66.6,
          66.5,
          66.4,
          66.3,
          66.2,
          66,
          65.9,
          65.8,
          65.8,
          65.9,
          66,
          66,
          66.6,
          66.6,
          66.4,
          66.3,
          66.3,
          66.2,
          66.2,
          66.2,
          66.1,
          66.1,
          66,
          65.9,
          65.8,
          65.7,
          65.7,
          65.7,
          65.7,
          65.7,
          65.8,
          65.8,
          65.7,
          65.7,
          65.6,
          65.6,
          65.6,
          65.6,
          65.5,
          65.5,
          65.5,
          65.5,
          65.5,
          65.4,
          65.3,
          65.3,
          65.2,
          65.2,
          65.2,
          65.2,
          65.1,
          65.1,
          65,
          64.9,
          64.8,
          64.8,
          64.8,
          64.9,
          65,
          65.1,
          65.2,
          65.2,
          65.3,
          65.3,
          65.5,
          65.6,
          65.7,
          65.7,
          65.7,
          65.6,
          65.6,
          65.5,
          65.4,
          65.4,
          65.3,
          65.1,
          65,
          64.9,
          64.9,
          64.9,
          65,
          65,
          65.1,
          65.1,
          65.1,
          65.2,
          65.2,
          65.3,
          65.3,
          65.4,
          65.4,
          65.4,
          65.5,
          65.5,
          65.6,
          65.7,
          65.8,
          65.9,
          65.9,
          65.9,
          66,
          66,
          66,
          66,
          66.1,
          66.4,
          66.6,
          66.9,
          67.1,
          67.2,
          67.3,
          67.3,
          67.2,
          67.2,
          67.2,
          67.2,
          67.2,
          67.2,
          67.2,
          67.2,
          67.2,
          67.2,
          67.2,
          67.2,
          67.1,
          67,
          66.9,
          66.9,
          66.7,
          66.5,
          66.1,
          65.6,
          60.4,
          64.9,
          65.8,
          66.1,
          65.6,
          66.1,
          65.7,
          65.6,
          65.6,
          65.2,
          65.2,
          65.2,
          65.3,
          65.2,
          65.4,
          65.2,
          65.2,
          65,
          65,
          65,
          65,
          65.3,
          65.4,
          65.3,
          65.4,
          65.4,
          65.3,
          65.1,
          65.1,
          64.8,
          64.8,
          64.8,
          64.7,
          64.8,
          65,
          65,
          64.8,
          64.7,
          64.6,
          64.5,
          64.5,
          64.4,
          64.5
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Pennsylvania<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " Pennsylvania",
         "line": {
          "color": "#636efa",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Pennsylvania",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
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          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
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          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
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          "2009-06-01T00:00:00",
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          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
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          "2010-05-01T00:00:00",
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          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
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          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
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          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
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          "2014-10-01T00:00:00",
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          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
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          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
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          "2016-11-01T00:00:00",
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          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
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          69.2,
          69.2,
          69.1,
          69.1,
          69.1,
          69.1,
          69.2,
          69.2,
          69.1,
          69.1,
          69,
          69.1,
          69.1,
          69.1,
          69.1,
          69.2,
          69.1,
          69,
          68.9,
          68.8,
          68.8,
          68.8,
          68.8,
          68.9,
          68.9,
          68.8,
          68.7,
          68.5,
          68.4,
          68.2,
          68.1,
          68.1,
          68.1,
          68.1,
          68.2,
          68.3,
          68.3,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.3,
          68.3,
          68.3,
          68.4,
          68.5,
          68.5,
          68.5,
          68.4,
          68.3,
          68.2,
          68.1,
          68,
          67.9,
          67.9,
          67.8,
          67.7,
          67.7,
          67.6,
          67.7,
          67.7,
          67.7,
          67.8,
          67.8,
          67.8,
          67.8,
          67.8,
          67.9,
          68,
          68.1,
          68.1,
          68.2,
          68.3,
          68.3,
          68.3,
          68.3,
          68.2,
          68.1,
          68.1,
          68,
          68,
          68,
          68.1,
          68.1,
          68.1,
          68.2,
          68.2,
          68.3,
          68.3,
          68.4,
          68.3,
          68.3,
          68.2,
          68.1,
          68,
          67.9,
          67.9,
          67.9,
          67.9,
          67.9,
          68,
          68,
          68.1,
          68.1,
          68.2,
          68.3,
          68.3,
          68.4,
          68.5,
          68.6,
          68.7,
          66.5,
          65.9,
          65.8,
          65.8,
          65.9,
          65.9,
          66,
          66,
          66,
          65.9,
          65.8,
          65.6,
          65.4,
          65.2,
          65.1,
          65,
          64.9,
          64.2,
          63.9,
          64.6,
          64.5,
          64.3,
          64.2,
          64.2,
          64.2,
          64.2,
          64.2,
          64.2,
          64.2,
          64.1,
          64.1,
          64.1,
          64.1,
          64.2,
          64.2,
          64.3,
          64.3,
          64.3,
          64.3,
          64.2,
          64.1,
          64,
          64,
          63.9,
          63.9,
          63.8,
          63.8,
          63.8,
          63.7,
          63.7,
          63.6,
          63.5,
          63.4,
          63.3,
          63.2,
          63.1,
          63.1,
          63,
          62.9,
          62.7,
          62.6,
          62.4,
          62.3,
          62.3,
          62.3,
          62.3,
          62.3,
          62.2,
          62.2,
          62.1,
          62,
          62,
          61.9,
          61.8,
          61.7,
          61.5,
          61.4,
          61.4,
          61.3,
          61.2,
          61.1,
          61,
          60.9,
          60.8,
          60.7,
          60.7,
          60.7,
          60.7,
          60.7,
          60.7,
          61.1,
          61.5,
          61.9,
          62.3,
          62.7,
          63.1,
          63.3,
          64,
          63.9,
          63.8,
          63.8,
          63.8,
          63.9,
          63.9,
          63.9,
          64,
          64,
          64,
          63.9,
          63.9,
          63.8,
          63.7,
          63.7,
          63.6,
          63.6,
          63.6,
          63.5,
          63.4,
          63.3,
          63.1,
          63,
          63,
          62.9,
          62.9,
          62.9,
          62.9,
          62.8,
          62.8,
          62.8,
          62.9,
          62.9,
          62.9,
          63,
          63,
          63,
          63,
          63,
          62.9,
          62.8,
          59.8,
          61.1,
          60.2,
          60,
          59.6,
          59.5,
          62.4,
          62.2,
          62.1,
          62,
          61.9,
          61.9,
          61.8,
          61.8,
          61.8,
          61.7,
          61.6,
          61.5,
          61.4,
          61.5,
          61.5,
          61.6,
          61.7,
          61.8,
          61.8,
          61.7,
          61.6,
          61.5,
          61.4,
          61.3,
          61.2,
          61.1,
          61,
          61,
          61.1,
          61.1,
          61.2,
          61.3,
          61.3,
          61.4,
          61.4,
          61.5,
          61.6
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Louisiana<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " Louisiana",
         "line": {
          "color": "#ab63fa",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Louisiana",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
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          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
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          "1981-08-01T00:00:00",
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          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
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          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
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          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
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          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
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          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
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          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
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          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
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          "1997-06-01T00:00:00",
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          "1997-09-01T00:00:00",
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          "1998-01-01T00:00:00",
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          "1999-01-01T00:00:00",
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          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
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          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
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          "2006-06-01T00:00:00",
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          "2006-10-01T00:00:00",
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          "2007-02-01T00:00:00",
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          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
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          "2007-09-01T00:00:00",
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          "2007-11-01T00:00:00",
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          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
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          "2015-09-01T00:00:00",
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          "2016-01-01T00:00:00",
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          "2018-04-01T00:00:00",
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          "2021-01-01T00:00:00",
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          "2022-01-01T00:00:00",
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          62.8,
          62.7,
          62.6,
          62.4,
          62.3,
          62.1,
          61.8,
          61.6,
          61.5,
          61.3,
          61.3,
          61.4,
          61.5,
          61.5,
          60.8,
          60.9,
          60.9,
          60.9,
          60.9,
          60.9,
          60.8,
          60.8,
          60.7,
          60.7,
          60.6,
          60.6,
          60.6,
          60.5,
          60.5,
          60.5,
          60.5,
          60.5,
          60.4,
          60.3,
          60.2,
          60.2,
          60.1,
          60,
          60,
          59.9,
          59.9,
          59.9,
          59.8,
          59.8,
          59.9,
          59.8,
          59.8,
          59.8,
          59.7,
          59.6,
          59.5,
          59.5,
          59.5,
          59.4,
          59.3,
          59.2,
          59,
          58.9,
          58.8,
          58.8,
          58.8,
          58.8,
          58.9,
          58.9,
          59,
          59.1,
          59.3,
          59.4,
          59.5,
          59.5,
          59.5,
          59.5,
          59.5,
          59.5,
          59.5,
          59.5,
          59.4,
          59.3,
          59.2,
          59.2,
          59.1,
          59.2,
          59.2,
          59.2,
          59.2,
          59.2,
          59.1,
          59,
          58.8,
          58.7,
          58.6,
          58.5,
          58.5,
          58.4,
          58.3,
          58.2,
          58.2,
          58.2,
          58.2,
          58.1,
          58.1,
          58.1,
          58.1,
          58,
          57.9,
          57.7,
          57.6,
          57.6,
          57.6,
          57.6,
          57.7,
          57.7,
          57.7,
          57.8,
          57.8,
          57.9,
          57.9,
          58,
          58.1,
          58.2,
          58.3,
          58.3,
          58.3,
          58.3,
          58.2,
          58.1,
          58,
          57.9,
          57.9,
          57.9,
          57.8,
          57.7,
          57.5,
          57.3,
          57.2,
          57.4,
          57.2,
          57.4,
          57.4,
          57.6,
          57.6,
          57.5,
          57.5,
          57.4,
          57.3,
          57.3,
          57.3,
          57.3,
          57.3,
          57.2,
          57,
          56.9,
          56.8,
          56.7,
          56.8,
          56.8,
          56.9,
          56.9,
          56.9,
          56.8,
          56.7,
          56.5,
          56.3,
          56.2,
          56,
          55.9,
          55.8,
          55.8,
          55.9,
          56.1,
          56.3,
          56.5,
          56.7,
          56.9,
          57,
          57,
          57
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Hawaii<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " Hawaii",
         "line": {
          "color": "#FF6692",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Hawaii",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
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          "1988-12-01T00:00:00",
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          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
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          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
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          "1990-06-01T00:00:00",
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          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
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          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
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          "2013-11-01T00:00:00",
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          "2014-02-01T00:00:00",
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          "2014-06-01T00:00:00",
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          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
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          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
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          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
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          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
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          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
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          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
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          67.4,
          67.6,
          67.7,
          67.8,
          67.8,
          67.8,
          67.7,
          67.5,
          67.2,
          67,
          66.9,
          66.8,
          66.8,
          66.9,
          66.9,
          66.9,
          66.8,
          66.7,
          66.7,
          66.7,
          66.7,
          66.8,
          66.9,
          67,
          67.1,
          67.1,
          67.2,
          67.2,
          67.4,
          67.6,
          67.8,
          68.2,
          68.4,
          68.6,
          68.6,
          68.6,
          68.6,
          68.6,
          68.6,
          68.6,
          68.7,
          68.7,
          68.6,
          68.6,
          68.6,
          68.6,
          68.6,
          68.7,
          68.7,
          68.8,
          68.9,
          69,
          69.1,
          69.1,
          69.1,
          69.1,
          69.1,
          69.1,
          69,
          69,
          69.1,
          69.1,
          69.1,
          69,
          69,
          69,
          69,
          69,
          69,
          69,
          69,
          69,
          69,
          69,
          69.1,
          69.2,
          69.2,
          69.3,
          69.3,
          69.2,
          69.2,
          69.1,
          69.1,
          69,
          69,
          68.9,
          69,
          68.9,
          68.9,
          69,
          69.1,
          69.7,
          69.5,
          69.5,
          69.6,
          69.7,
          69.7,
          69.8,
          69.9,
          69.9,
          70,
          70,
          70,
          70.1,
          70.2,
          70.2,
          70.2,
          70.2,
          70.1,
          70.1,
          70,
          70,
          70,
          70,
          70.1,
          70.2,
          70.3,
          70.4,
          70.5,
          70.6,
          70.7,
          70.7,
          70.7,
          70.7,
          70.6,
          70.5,
          70.5,
          70.4,
          70.4,
          70.5,
          70.6,
          70.7,
          70.7,
          70.8,
          70.8,
          70.8,
          70.8,
          70.8,
          70.8,
          70.9,
          70.9,
          70.9,
          70.9,
          70.8,
          70.8,
          70.8,
          70.8,
          70.9,
          70.9,
          70.9,
          70.9,
          70.9,
          70.8,
          70.7,
          70.6,
          70.5,
          70.5,
          70.4,
          70.4,
          70.4,
          70.3,
          70.3,
          70.2,
          70.2,
          70.3,
          70.3,
          70.4,
          70.5,
          70.5,
          70.6,
          70.6,
          70.7,
          70.7,
          70.6,
          70.6,
          70.6,
          70.6,
          70.6,
          70.6,
          70.6,
          70.6,
          70.6,
          70.6,
          70.6,
          70.5,
          70.5,
          70.5,
          70.5,
          70.6,
          70.7,
          70.7,
          70.8,
          70.8,
          71,
          71,
          71.1,
          71.1,
          71.1,
          71.1,
          71,
          70.9,
          70.8,
          70.7,
          70.7,
          70.7,
          70.7,
          70.7,
          70.7,
          70.6,
          70.6,
          70.6,
          70.6,
          70.6,
          70.5,
          70.5,
          70.3,
          70.1,
          70,
          69.8,
          69.7,
          69.7,
          69.7,
          69.8,
          69.8,
          69.8,
          69.7,
          69.6,
          69.4,
          69.3,
          69.2,
          69.2,
          69.2,
          69.2,
          69.3,
          69.4,
          69.5,
          69.6,
          69.7,
          69.8,
          69.9,
          70,
          70.1,
          70.2,
          70.2,
          70.2,
          70.2,
          70.2,
          70.2,
          70.3,
          70.4,
          70.5,
          70.6,
          70.6,
          70.6,
          70.7,
          70.7,
          70.7,
          70.8,
          70.9,
          71,
          71.1,
          71.1,
          71.2,
          71.2,
          71.2,
          71.2,
          71.2,
          71.1,
          71,
          70.9,
          70.9,
          70.8,
          70.8,
          70.7,
          70.7,
          70.6,
          70.6,
          70.5,
          70.5,
          70.5,
          70.4,
          70.3,
          70.2,
          70.2,
          70.1,
          70.1,
          70.2,
          70.3,
          70.4,
          70.6,
          70.7,
          70.9,
          71,
          71.2,
          71.2,
          71.1,
          71,
          71,
          70.9,
          70.8,
          70.8,
          70.7,
          70.8,
          70.8,
          70.8,
          70.8,
          70.8,
          70.7,
          70.7,
          70.7,
          70.7,
          70.7,
          70.7,
          70.7,
          70.8,
          70.8,
          70.8,
          70.9,
          71,
          71.1,
          71.2,
          71.3,
          71.4,
          71.5,
          71.5,
          71.4,
          71.2,
          70.9,
          70.7,
          70.5,
          70.3,
          70.3,
          70.2,
          70.1,
          69.9,
          69.8,
          69.8,
          69.7,
          69.7,
          69.6,
          69.6,
          69.6,
          69.6,
          69.6,
          69.5,
          69.5,
          69.4,
          69.3,
          69.2,
          69.2,
          69.2,
          69.2,
          69.2,
          69.1,
          69,
          68.9,
          68.8,
          68.7,
          68.6,
          68.5,
          68.5,
          68.4,
          68.5,
          68.5,
          68.5,
          68.5,
          68.5,
          68.4,
          68.4,
          68.4,
          68.3,
          68.3,
          68.3,
          68.3,
          68.2,
          68.1,
          68,
          68,
          68,
          68.1,
          68.1,
          68.2,
          68.2,
          68.2,
          68.2,
          68.1,
          68.1,
          68,
          68,
          68,
          67.9,
          67.9,
          67.9,
          67.8,
          67.8,
          67.8,
          67.7,
          67.7,
          67.7,
          67.7,
          67.7,
          67.7,
          67.8,
          67.8,
          67.7,
          67.7,
          67.6,
          67.5,
          67.4,
          67.3,
          67.2,
          67.2,
          67.1,
          67,
          67,
          66.9,
          66.9,
          66.9,
          66.9,
          66.9,
          67,
          67,
          66.9,
          66.8,
          66.7,
          66.5,
          66.5,
          66.7,
          66.7,
          66.8,
          66.9,
          66.9,
          66.9,
          66.9,
          66.8,
          66.8,
          66.8,
          66.9,
          66.9,
          66.9,
          67,
          67,
          67,
          67,
          67.1,
          67.2,
          67.2,
          67.3,
          67.3,
          67.4,
          67.4,
          67.3,
          67.1,
          66.9,
          66.5,
          66.6,
          66.2,
          66.4,
          66.5,
          66.7,
          66.7,
          66.7,
          66.6,
          66.5,
          66.5,
          66.5,
          66.5,
          66.6,
          66.6,
          66.5,
          66.4,
          66.2,
          66.1,
          66.1,
          66.1,
          66.2,
          66.3,
          66.4,
          66.5,
          66.5,
          66.5,
          66.4,
          66.4,
          66.3,
          66.3,
          66.3,
          66.3,
          66.3,
          66.4,
          66.6,
          66.7,
          66.8,
          66.8,
          66.8,
          66.7,
          66.7,
          66.7
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Arkansas<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " Arkansas",
         "line": {
          "color": "#FF97FF",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Arkansas",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
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          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
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          58.2,
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          58.1,
          58,
          57.9,
          58.6,
          57.8,
          57.6,
          57.3,
          57.3,
          57.1,
          57.1,
          56.9,
          56.8,
          56.7,
          56.7,
          56.7,
          56.7,
          56.8,
          56.8,
          56.7,
          56.6,
          56.6,
          56.6,
          56.7,
          56.9,
          57.1,
          57.3,
          57.5,
          57.6,
          57.7,
          57.7,
          57.7,
          57.6,
          57.6,
          57.5,
          57.5,
          57.4,
          57.4,
          57.4,
          57.4,
          57.4,
          57.5,
          57.5,
          57.6,
          57.7,
          57.7,
          57.8,
          57.8
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Colorado<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " Colorado",
         "line": {
          "color": "#FECB52",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Colorado",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
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          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
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          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
          "2019-09-01T00:00:00",
          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-02-01T00:00:00",
          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-05-01T00:00:00",
          "2020-06-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-08-01T00:00:00",
          "2020-09-01T00:00:00",
          "2020-10-01T00:00:00",
          "2020-11-01T00:00:00",
          "2020-12-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-02-01T00:00:00",
          "2021-03-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-05-01T00:00:00",
          "2021-06-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-08-01T00:00:00",
          "2021-09-01T00:00:00",
          "2021-10-01T00:00:00",
          "2021-11-01T00:00:00",
          "2021-12-01T00:00:00",
          "2022-01-01T00:00:00",
          "2022-02-01T00:00:00",
          "2022-03-01T00:00:00",
          "2022-04-01T00:00:00",
          "2022-05-01T00:00:00",
          "2022-06-01T00:00:00",
          "2022-07-01T00:00:00",
          "2022-08-01T00:00:00",
          "2022-09-01T00:00:00",
          "2022-10-01T00:00:00",
          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
          "2023-02-01T00:00:00",
          "2023-03-01T00:00:00",
          "2023-04-01T00:00:00",
          "2023-05-01T00:00:00",
          "2023-06-01T00:00:00",
          "2023-07-01T00:00:00",
          "2023-08-01T00:00:00",
          "2023-09-01T00:00:00",
          "2023-10-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
          65.9,
          65.6,
          65.6,
          65.7,
          66,
          66.3,
          66.6,
          66.7,
          66.7,
          66.7,
          66.7,
          66.8,
          66.8,
          66.8,
          66.9,
          66.9,
          66.9,
          66.9,
          66.9,
          66.9,
          67,
          67.1,
          67,
          66.9,
          66.8,
          66.8,
          66.8,
          67,
          67.1,
          67.3,
          67.3,
          67.3,
          67.5,
          67.5,
          67.6,
          67.8,
          67.9,
          67.9,
          68,
          67.8,
          67.7,
          67.8,
          67.8,
          68,
          68.2,
          68.3,
          68.4,
          68.4,
          68.5,
          68.5,
          68.5,
          68.5,
          68.5,
          68.5,
          68.4,
          68.4,
          68.4,
          68.4,
          68.5,
          68.5,
          68.7,
          68.9,
          68.9,
          68.9,
          68.8,
          68.7,
          68.6,
          68.6,
          68.6,
          68.6,
          68.6,
          68.7,
          68.7,
          68.7,
          68.7,
          68.7,
          68.7,
          68.7,
          68.7,
          68.7,
          68.7,
          68.6,
          68.6,
          68.6,
          68.7,
          68.7,
          68.8,
          68.9,
          69.1,
          69.4,
          69.7,
          69.9,
          70,
          70.2,
          70.2,
          70.2,
          70.3,
          70.4,
          70.6,
          70.8,
          70.9,
          71,
          71.1,
          71,
          71,
          70.9,
          70.8,
          70.9,
          70.9,
          70.9,
          71,
          71,
          70.9,
          71,
          71,
          71.1,
          71.3,
          71.6,
          71.8,
          71.9,
          71.9,
          71.9,
          71.9,
          71.9,
          71.9,
          71.9,
          71.8,
          71.8,
          71.7,
          71.7,
          71.7,
          71.7,
          71.7,
          71.9,
          72,
          72.1,
          72.2,
          72.3,
          72.4,
          72.4,
          72.5,
          72.5,
          72.5,
          72.3,
          72.3,
          72.2,
          72,
          72.1,
          72,
          72.1,
          72.1,
          72.2,
          72.2,
          72.3,
          72.2,
          72.2,
          72.2,
          72.2,
          72.2,
          72.3,
          72.3,
          72.4,
          72.5,
          72.6,
          72.7,
          72.8,
          72.9,
          73.1,
          73.6,
          73.6,
          73.6,
          73.6,
          73.5,
          73.4,
          73.3,
          73.3,
          73.3,
          73.3,
          73.4,
          73.3,
          73.3,
          73.3,
          73.3,
          73.2,
          73.2,
          73.1,
          73,
          73,
          72.9,
          72.9,
          72.8,
          72.7,
          72.7,
          72.7,
          72.7,
          72.8,
          72.8,
          72.8,
          72.8,
          72.7,
          72.6,
          72.6,
          72.7,
          72.7,
          72.7,
          72.6,
          72.6,
          72.5,
          72.5,
          72.4,
          72.4,
          72.3,
          72.2,
          72.1,
          72.1,
          72,
          72,
          72.1,
          72.1,
          72.1,
          72.1,
          72.1,
          72.2,
          72.3,
          72.4,
          72.4,
          72.4,
          72.5,
          72.5,
          72.4,
          72.3,
          72.2,
          72.1,
          72,
          71.9,
          71.8,
          71.7,
          71.6,
          71.5,
          71.3,
          71.2,
          71.1,
          71,
          71,
          71,
          71,
          71,
          71.1,
          71.2,
          71.3,
          71.3,
          71.4,
          71.4,
          71.5,
          71.7,
          71.9,
          72.1,
          72.2,
          72.3,
          72.2,
          72.1,
          71.9,
          71.7,
          71.5,
          71.4,
          71.5,
          71.5,
          71.6,
          71.7,
          71.8,
          71.9,
          72,
          72.2,
          72.3,
          72.5,
          72.6,
          72.6,
          72.5,
          72.5,
          72.4,
          72.3,
          72.2,
          72.1,
          72,
          72.1,
          72.1,
          72.1,
          72.2,
          72.3,
          72.3,
          72.3,
          72.4,
          72.3,
          72.2,
          72.1,
          72.1,
          72,
          72.1,
          72.2,
          72.3,
          72.3,
          72.3,
          72.2,
          72.1,
          71.9,
          71.7,
          71.5,
          71.4,
          71.2,
          71.2,
          71.1,
          71.1,
          71.1,
          71.1,
          71.2,
          71.3,
          71.4,
          71.5,
          71.6,
          71.7,
          71.7,
          71.7,
          71.6,
          71.6,
          71.5,
          71.5,
          71.5,
          71.4,
          71.4,
          71.4,
          71.3,
          71.3,
          71.2,
          71.2,
          71.2,
          71.2,
          71.1,
          71.1,
          71.1,
          71,
          71,
          71,
          71,
          71,
          71,
          71,
          71,
          71,
          71.1,
          71.1,
          71.2,
          71.3,
          71.3,
          71.3,
          71.4,
          71.3,
          71.3,
          71.2,
          71.1,
          71,
          70.9,
          70.8,
          70.8,
          70.8,
          70.8,
          70.9,
          70.9,
          71,
          71,
          71.1,
          71.1,
          71.1,
          71.1,
          71,
          70.9,
          70.9,
          70.8,
          70.7,
          70.7,
          70.6,
          70.6,
          70.6,
          70.6,
          70.7,
          70.7,
          70.7,
          70.7,
          70.8,
          70.8,
          70.8,
          70.8,
          70.7,
          70.7,
          70.6,
          70.5,
          70.4,
          70.3,
          70.3,
          70.3,
          70.2,
          70.1,
          70.1,
          70,
          69.8,
          69.7,
          69.6,
          69.6,
          69.6,
          69.7,
          69.7,
          69.8,
          70.4,
          70.4,
          70.3,
          70.3,
          70.2,
          70.1,
          70,
          69.9,
          69.8,
          69.7,
          69.6,
          69.6,
          69.5,
          69.4,
          69.4,
          69.4,
          69.4,
          69.5,
          69.5,
          69.5,
          69.4,
          69.4,
          69.3,
          69.2,
          69.2,
          69.2,
          69.3,
          69.3,
          69.4,
          69.4,
          69.4,
          69.4,
          69.4,
          69.4,
          69.3,
          69.2,
          69.2,
          69.2,
          69.2,
          69.2,
          69.1,
          69,
          68.9,
          68.8,
          68.7,
          68.7,
          68.7,
          68.6,
          68.6,
          68.6,
          68.6,
          68.6,
          68.6,
          68.7,
          68.7,
          68.8,
          68.8,
          68.8,
          68.8,
          68.8,
          68.7,
          68.6,
          68.5,
          68.4,
          68.3,
          68.2,
          68.2,
          68.3,
          68.4,
          68.5,
          68.6,
          68.6,
          68.7,
          68.7,
          68.7,
          68.6,
          68.6,
          68.5,
          68.4,
          68.4,
          68.3,
          68.2,
          68.2,
          68.2,
          68.2,
          68.2,
          68.2,
          68.2,
          68.1,
          68.1,
          68,
          68,
          68,
          68.3,
          68.4,
          68.6,
          68.8,
          68.9,
          68.9,
          68.9,
          68.8,
          68.8,
          68.8,
          68.8,
          68.9,
          68.9,
          68.9,
          69,
          69,
          69,
          69,
          69.1,
          69.2,
          69.2,
          69.2,
          69.2,
          69.1,
          68.8,
          68.5,
          68.1,
          65.7,
          66.8,
          66.5,
          66.8,
          66.6,
          66.8,
          66.6,
          66.5,
          66.4,
          66.2,
          66.2,
          66.1,
          66.1,
          66,
          65.9,
          65.8,
          65.6,
          65.5,
          65.4,
          65.4,
          65.5,
          65.7,
          65.9,
          66,
          66.2,
          66.3,
          66.3,
          66.3,
          66.3,
          66.2,
          66.1,
          66.1,
          66,
          66.1,
          66,
          65.8,
          65.6,
          65.3,
          65.2,
          64.9,
          64.6,
          64.6,
          64.7
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Connecticut<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " Connecticut",
         "line": {
          "color": "#EF553B",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Connecticut",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
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          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
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          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
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          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
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          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
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          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
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          "1982-11-01T00:00:00",
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          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
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          "1984-01-01T00:00:00",
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          "1989-02-01T00:00:00",
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          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
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          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
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          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
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          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
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          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
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          "1995-02-01T00:00:00",
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          "2000-04-01T00:00:00",
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          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
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          "2000-09-01T00:00:00",
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          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
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          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
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          "2001-11-01T00:00:00",
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          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
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          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
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          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
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          "2004-09-01T00:00:00",
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          "2004-11-01T00:00:00",
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          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
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          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
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          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
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          "2013-01-01T00:00:00",
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          "2014-01-01T00:00:00",
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          "2014-03-01T00:00:00",
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          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
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          "2015-01-01T00:00:00",
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          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
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          73.9,
          73.9,
          74,
          74,
          74.1,
          74.1,
          74.1,
          74.1,
          74.1,
          74.1,
          74.1,
          74.1,
          74,
          73.9,
          73.8,
          73.8,
          73.8,
          73.7,
          73.7,
          73.6,
          73.6,
          73.5,
          73.4,
          73.4,
          73.3,
          73.2,
          73.1,
          73,
          72.9,
          72.8,
          72.7,
          72.7,
          72.7,
          72.8,
          72.8,
          72.9,
          72.9,
          73,
          73,
          73,
          72.9,
          72.9,
          72.8,
          72.8,
          72.8,
          72.9,
          72.9,
          73,
          73,
          73,
          73.1,
          73.1,
          73.1,
          73.1,
          73.1,
          73.1,
          73.1,
          73.1,
          73.1,
          73,
          73,
          73,
          72.9,
          72.9,
          72.8,
          72.7,
          72.7,
          72.7,
          72.7,
          72.6,
          72.6,
          72.4,
          72.3,
          72.2,
          72.1,
          72,
          72.1,
          72.1,
          72.2,
          71.4,
          71.4,
          71.4,
          71.4,
          71.3,
          71.3,
          71.3,
          71.4,
          71.4,
          71.5,
          71.6,
          71.6,
          71.6,
          71.6,
          71.6,
          71.6,
          71.7,
          71.8,
          71.8,
          71.8,
          71.8,
          71.8,
          71.7,
          71.7,
          71.7,
          71.7,
          71.7,
          71.8,
          71.8,
          71.9,
          72,
          72,
          71.9,
          71.9,
          71.8,
          71.7,
          71.7,
          71.7,
          71.6,
          71.5,
          71.3,
          71.2,
          71,
          71,
          71,
          71,
          71,
          71,
          71,
          70.8,
          70.7,
          70.7,
          70.6,
          70.6,
          70.5,
          70.5,
          70.4,
          70.3,
          70.2,
          70.2,
          70.2,
          70.2,
          70.2,
          70.2,
          70.2,
          70.2,
          70.2,
          70.3,
          70.3,
          70.3,
          70.4,
          70.3,
          70.2,
          70.2,
          70,
          69.9,
          69.8,
          69.7,
          69.6,
          69.5,
          69.4,
          69.3,
          69.3,
          69.4,
          69.4,
          69.5,
          69.5,
          69.5,
          69.5,
          69.5,
          69.4,
          69.4,
          69.3,
          69.5,
          69.6,
          69.7,
          69.8,
          69.9,
          69.9,
          69.9,
          69.9,
          69.9,
          69.9,
          70,
          70.1,
          70.2,
          70.2,
          70.2,
          70.3,
          70.3,
          70.4,
          70.4,
          70.5,
          70.5,
          70.6,
          70.6,
          70.5,
          70.3,
          70.1,
          70.4,
          69.7,
          69.7,
          69.3,
          69.4,
          69.4,
          69.4,
          69.3,
          69.3,
          69.3,
          69.3,
          69.3,
          69.4,
          69.4,
          69.5,
          69.5,
          69.5,
          69.5,
          69.5,
          69.5,
          69.5,
          69.5,
          69.6,
          69.7,
          69.8,
          69.8,
          69.8,
          69.8,
          69.8,
          69.7,
          69.6,
          69.6,
          69.6,
          69.5,
          69.5,
          69.5,
          69.5,
          69.5,
          69.5,
          69.5,
          69.4,
          69.2,
          69.2,
          69.1
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Nevada<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " Nevada",
         "line": {
          "color": "#FFA15A",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Nevada",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
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          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
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          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
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          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
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          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
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          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
          "2019-09-01T00:00:00",
          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-02-01T00:00:00",
          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-05-01T00:00:00",
          "2020-06-01T00:00:00",
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          "2020-09-01T00:00:00",
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          "2021-01-01T00:00:00",
          "2021-02-01T00:00:00",
          "2021-03-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-05-01T00:00:00",
          "2021-06-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-08-01T00:00:00",
          "2021-09-01T00:00:00",
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          "2021-11-01T00:00:00",
          "2021-12-01T00:00:00",
          "2022-01-01T00:00:00",
          "2022-02-01T00:00:00",
          "2022-03-01T00:00:00",
          "2022-04-01T00:00:00",
          "2022-05-01T00:00:00",
          "2022-06-01T00:00:00",
          "2022-07-01T00:00:00",
          "2022-08-01T00:00:00",
          "2022-09-01T00:00:00",
          "2022-10-01T00:00:00",
          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
          "2023-02-01T00:00:00",
          "2023-03-01T00:00:00",
          "2023-04-01T00:00:00",
          "2023-05-01T00:00:00",
          "2023-06-01T00:00:00",
          "2023-07-01T00:00:00",
          "2023-08-01T00:00:00",
          "2023-09-01T00:00:00",
          "2023-10-01T00:00:00"
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         "xaxis": "x",
         "y": [
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          59.9,
          60,
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          60.4,
          60.5,
          60.6,
          60.7,
          60.8,
          60.7,
          60.6,
          60.4,
          60.2,
          59.9,
          59.7,
          59.6,
          59.6,
          59.6,
          59.6,
          59.8,
          59.9,
          59.9,
          60.1,
          60.3,
          60.5,
          60.8,
          60.9,
          60.9,
          60.7,
          60.5,
          60.2,
          60.1,
          60,
          60.1,
          60.3,
          60.6,
          60.8,
          61.1,
          61.3,
          61.5,
          61.7,
          61.9,
          62.1,
          62.2,
          62.2,
          62.2,
          62,
          61.9,
          61.7,
          61.6,
          61.6,
          61.6,
          61.7,
          61.8,
          61.9,
          61.9,
          62,
          62,
          62,
          62.1,
          62.3,
          62.5,
          62.7,
          62.8,
          63.1,
          63.3,
          63.5,
          63.6,
          63.7,
          63.8,
          63.8,
          63.8,
          63.8,
          63.8,
          63.7,
          63.6,
          63.5,
          63.4,
          63.4,
          63.5,
          63.5,
          63.5,
          63.4,
          63.4,
          63.3,
          63.2,
          63.2,
          63.2,
          63.3,
          63.3,
          63.4,
          63.4,
          63.5,
          63.5,
          63.5,
          63.5,
          63.6,
          63.6,
          63.6,
          63.5,
          63.4,
          63.3,
          63.1,
          63.1,
          63.1,
          63.2,
          63.3,
          63.5,
          63.6,
          63.8,
          63.9,
          64.2,
          64.4,
          64.6,
          64.8,
          64.9,
          65,
          64.9,
          64.9,
          64.8,
          64.7,
          64.6,
          64.5,
          64.4,
          64.3,
          64.3,
          64.2,
          64.1,
          64,
          64.1,
          64.1,
          64.2,
          64.2,
          64.2,
          64.2,
          64.2,
          64.2,
          64.2,
          64.3,
          64.4,
          64.6,
          64.8,
          65,
          65.2,
          65.3,
          65.4,
          65.4,
          65.4,
          65.4,
          65.4,
          65.4,
          65.4,
          65.3,
          65.2,
          65.2,
          65.2,
          65.4,
          65.8,
          63.3,
          63.7,
          64.1,
          64.4,
          64.5,
          64.6,
          64.7,
          64.7,
          64.6,
          64.4,
          64.1,
          63.8,
          63.6,
          63.4,
          63.3,
          63.2,
          63.2,
          63.2,
          63.3,
          63.3,
          63.4,
          63.4,
          63.5,
          63.6,
          63.7,
          63.7,
          63.7,
          63.7,
          63.7,
          63.6,
          63.6,
          63.4,
          63.3,
          63.2,
          63.1,
          63,
          62.9,
          62.8,
          62.8,
          62.8,
          62.9,
          63,
          63.2,
          63.3,
          63.4,
          63.6,
          63.9,
          64.2,
          64.5,
          64.8,
          65,
          65.1,
          65.2,
          65.4,
          65.5,
          65.7,
          65.9,
          66,
          66.2,
          66.3,
          66.4,
          66.6,
          66.8,
          66.9,
          67,
          67.1,
          67.1,
          67.1,
          67,
          66.8,
          66.7,
          66.5,
          66.4,
          66.3,
          66.2,
          66.2,
          66.2,
          66.1,
          66.1,
          66,
          65.9,
          65.7,
          65.5,
          65.3,
          65,
          64.8,
          64.6,
          64.4,
          64.3,
          64.2,
          64.1,
          64.1,
          64.1,
          64.1,
          64.2,
          64.2,
          64.3,
          64.4,
          64.5,
          64.5,
          64.6,
          64.8,
          64.9,
          65.1,
          65.3,
          65.4,
          65.6,
          65.8,
          65.9,
          66,
          66.1,
          66.1,
          66.1,
          66.1,
          66,
          65.9,
          65.8,
          65.7,
          65.6,
          65.6,
          65.5,
          65.4,
          65.3,
          65.4,
          65.3,
          65.2,
          65.1,
          65,
          65,
          65.1,
          65.2,
          65.3,
          65.4,
          65.5,
          65.6,
          65.5,
          65.5,
          65.5,
          65.5,
          65.5,
          65.6,
          65.7,
          65.8,
          65.9,
          66,
          66,
          66.1,
          66.1,
          66.2,
          66.2,
          66.2,
          66.1,
          66,
          65.9,
          65.8,
          65.7,
          65.6,
          65.5,
          65.5,
          65.5,
          65.5,
          65.5,
          65.4,
          65.3,
          65.2,
          65.2,
          65.2,
          65.2,
          65.2,
          65.2,
          65.1,
          65,
          65,
          64.9,
          64.8,
          64.7,
          64.6,
          64.4,
          64.3,
          64.2,
          64.1,
          64.1,
          64.1,
          64.1,
          64.2,
          64.2,
          64.2,
          64.2,
          64.1,
          64,
          64,
          63.9,
          63.9,
          64,
          64,
          64.1,
          64.1,
          64.2,
          64.2,
          64.2,
          64.3,
          64.3,
          64.3,
          64.2,
          64.1,
          64,
          63.8,
          63.6,
          63.4,
          63.3,
          63.2,
          63.1,
          63.1,
          63.1,
          63.1,
          63.2,
          63.2,
          63.2,
          63.3,
          63.3,
          63.4,
          63.5,
          63.7,
          63.8,
          63.9,
          63.9,
          63.9,
          63.9,
          63.8,
          63.7,
          63.6,
          63.5,
          63.5,
          63.4,
          63.3,
          63.1,
          62.9,
          62.7,
          62.6,
          62.5,
          62.4,
          62.3,
          62.3,
          64.3,
          64.2,
          64,
          63.7,
          63.5,
          63.3,
          63.1,
          62.9,
          62.8,
          62.6,
          62.5,
          62.3,
          62.2,
          62.1,
          62,
          61.9,
          61.8,
          61.7,
          61.6,
          61.5,
          61.4,
          61.3,
          61.3,
          61.2,
          61.2,
          61.1,
          61,
          61,
          60.9,
          60.9,
          60.8,
          60.8,
          60.7,
          60.6,
          60.5,
          60.4,
          60.3,
          60.3,
          60.3,
          60.3,
          60.2,
          60.2,
          60.1,
          60,
          60,
          60,
          60,
          60.1,
          60.1,
          60.1,
          60.1,
          60.2,
          60.3,
          60.4,
          60.4,
          60.5,
          60.5,
          60.4,
          60.4,
          60.4,
          60.4,
          60.4,
          60.4,
          60.4,
          60.3,
          60.3,
          60.3,
          60.3,
          60.3,
          60.4,
          60.4,
          60.4,
          60.4,
          60.4,
          60.4,
          60.4,
          60.4,
          60.4,
          60.4,
          60.4,
          60.5,
          60.5,
          60.5,
          60.6,
          60.7,
          60.7,
          60.7,
          60.7,
          60.7,
          60.7,
          60.6,
          60.6,
          60.7,
          60.7,
          60.8,
          60.9,
          61,
          61.1,
          61.2,
          61.2,
          61.3,
          61.4,
          61.5,
          61.6,
          61.7,
          61.7,
          61.8,
          61.8,
          61.9,
          61.9,
          61.9,
          62,
          62,
          62.1,
          62.1,
          62.1,
          62.1,
          62.1,
          61.9,
          61.8,
          60.2,
          61,
          61,
          61.2,
          61.2,
          61.5,
          61.5,
          61.5,
          61.5,
          61.5,
          61.5,
          61.5,
          61.6,
          61.5,
          61.5,
          61.4,
          61.3,
          61.1,
          61.1,
          61.1,
          61.2,
          61.3,
          61.4,
          61.6,
          61.7,
          61.7,
          61.8,
          61.8,
          61.8,
          61.8,
          61.8,
          61.7,
          61.6,
          61.6,
          61.6,
          61.6,
          61.6,
          61.7,
          61.7,
          61.8,
          61.8,
          61.9,
          62
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Iowa<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " Iowa",
         "line": {
          "color": "#FF6692",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Iowa",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
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          70,
          70.1,
          70.2,
          70.2,
          70.3,
          70.3,
          70.3,
          70.3,
          70.3,
          70.3,
          70.3,
          70.2,
          70.2,
          70.1,
          70.1,
          70,
          69.9,
          69.8,
          69.7,
          69.7,
          69.7,
          69.8,
          70,
          70.1,
          70.2,
          70.1,
          70,
          69.9,
          69.8,
          69.7,
          69.7,
          69.5,
          69.4,
          69.2,
          69,
          69,
          68.9,
          68.9,
          68.9,
          69,
          69,
          69,
          68.9,
          68.8,
          68.7,
          68.6,
          68.6,
          68.6,
          68.8,
          68.9,
          69.1,
          69.2,
          69.3,
          69.3,
          69.3,
          69.3,
          69.3,
          69.4,
          69.5,
          69.6,
          69.8,
          69.9,
          70,
          70.1,
          70.2,
          70.3,
          70.3,
          70.3,
          70.3,
          70.2,
          70,
          69.6,
          69.2,
          68.8,
          67.7,
          66.4,
          65.6,
          65.6,
          65.6,
          65.9,
          66,
          66.3,
          66.5,
          66.6,
          66.8,
          67,
          67.3,
          67.5,
          67.6,
          67.6,
          67.6,
          67.5,
          67.5,
          67.5,
          67.6,
          67.8,
          68,
          68.1,
          68.3,
          68.3,
          68.3,
          68.2,
          68.2,
          68.1,
          68.1,
          68.2,
          68.2,
          68.1,
          68.1,
          68.2,
          68.3,
          68.5,
          68.7,
          68.8,
          68.7,
          68.6,
          68.4
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Indiana<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " Indiana",
         "line": {
          "color": "#B6E880",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Indiana",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
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          "1990-02-01T00:00:00",
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          "1990-06-01T00:00:00",
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          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
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          "1991-01-01T00:00:00",
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          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
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          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
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          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
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          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
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          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
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          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
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          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
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          66.3,
          66.4,
          66.6,
          66.8,
          67.1,
          67.2,
          67.4,
          67.6,
          67.7,
          67.8,
          67.8,
          67.8,
          67.8,
          67.8,
          67.6,
          67.5,
          67.4,
          67.4,
          67.4,
          67.5,
          67.6,
          67.7,
          68.4,
          68.4,
          68.3,
          68.1,
          67.9,
          67.8,
          67.7,
          67.5,
          67.4,
          67.3,
          67.3,
          67.4,
          67.5,
          67.6,
          67.7,
          67.7,
          67.8,
          67.8,
          67.8,
          67.9,
          67.9,
          67.9,
          67.9,
          68,
          68.1,
          68.2,
          68.3,
          68.4,
          68.5,
          68.6,
          68.6,
          68.5,
          68.5,
          68.3,
          68.1,
          67.9,
          67.8,
          67.8,
          67.7,
          67.9,
          68.2,
          68.5,
          68.8,
          69.1,
          69.2,
          69.5,
          69.7,
          70,
          70.4,
          70.6,
          70.8,
          70.8,
          70.9,
          70.8,
          70.8,
          70.8,
          70.8,
          70.7,
          70.6,
          70.6,
          70.5,
          70.5,
          70.4,
          70.3,
          70.3,
          70.3,
          70.2,
          70.2,
          70.2,
          70.2,
          70.1,
          70.1,
          70.1,
          70.1,
          70,
          70,
          70,
          70,
          70.1,
          70.2,
          70.3,
          70.5,
          70.5,
          70.5,
          70.4,
          70.4,
          70.5,
          70.5,
          70.5,
          70.5,
          70.4,
          70.4,
          70.3,
          70.2,
          70.3,
          70.3,
          70.5,
          70.6,
          70.7,
          70.9,
          71,
          71.1,
          71.2,
          71.3,
          71.4,
          71.3,
          71.3,
          71.1,
          70.9,
          70.7,
          70.4,
          70.3,
          70.1,
          70,
          69.9,
          69.8,
          69.7,
          69.6,
          69.6,
          69.6,
          69.6,
          69.6,
          69.6,
          69.6,
          69.6,
          69.5,
          69.4,
          69.4,
          69.4,
          69.4,
          69.5,
          69.6,
          69.7,
          69.8,
          69.9,
          70,
          70,
          70,
          70.1,
          70.1,
          70.1,
          70,
          70,
          69.9,
          69.8,
          69.7,
          69.7,
          69.6,
          69.5,
          69.4,
          69.3,
          69.3,
          69.2,
          69.1,
          69.1,
          69,
          69,
          69,
          69,
          69,
          68.9,
          68.8,
          68.6,
          68.5,
          68.4,
          68.4,
          68.3,
          68.3,
          68.2,
          68.2,
          68.1,
          68.1,
          68.2,
          68.3,
          68.3,
          68.4,
          68.5,
          68.5,
          68.6,
          68.7,
          68.9,
          69,
          69.1,
          69.2,
          69.3,
          69.4,
          69.4,
          69.4,
          69.3,
          69.1,
          69,
          68.9,
          68.8,
          68.8,
          68.7,
          68.6,
          68.5,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.4,
          68.3,
          68.3,
          68.2,
          68.1,
          68.1,
          68,
          68,
          67.9,
          67.9,
          67.8,
          67.7,
          67.4,
          67.2,
          66.9,
          66.7,
          66.5,
          67,
          67.2,
          67.2,
          67.2,
          67.2,
          67.1,
          67.1,
          67,
          67,
          66.9,
          66.8,
          66.6,
          66.4,
          66.7,
          66.6,
          66.5,
          66.4,
          66.2,
          66,
          65.9,
          65.9,
          65.9,
          65.9,
          65.9,
          65.7,
          65.6,
          65.5,
          65.3,
          65.2,
          65.1,
          65,
          64.9,
          64.9,
          64.9,
          64.9,
          64.8,
          64.8,
          64.7,
          64.7,
          64.7,
          64.7,
          64.8,
          64.8,
          64.9,
          64.9,
          64.9,
          64.9,
          64.9,
          64.8,
          64.8,
          64.7,
          64.7,
          64.7,
          64.6,
          64.6,
          64.5,
          64.4,
          64.3,
          64.3,
          64.3,
          64.3,
          64.3,
          64.4,
          64.4,
          64.5,
          64.5,
          64.5,
          64.3,
          64.1,
          63.9,
          63.7,
          63.5,
          63.4,
          63.3,
          63,
          63.1,
          63.2,
          63.2,
          63.3,
          63.3,
          63.4,
          63.5,
          63.6,
          63.7,
          63.8,
          63.9,
          63.9,
          63.9,
          63.9,
          63.8,
          63.8,
          63.8,
          63.8,
          63.9,
          63.9,
          63.9,
          63.9,
          63.9,
          63.9,
          63.8,
          63.8,
          63.7,
          63.7,
          63.7,
          63.6,
          63.6,
          63.7,
          63.7,
          63.8,
          63.8,
          63.9,
          63.9,
          64,
          64,
          64,
          64,
          64,
          64,
          64,
          64.1,
          64.1,
          64.1,
          64.1,
          64.1,
          64,
          64,
          64,
          64.1,
          64.1,
          64.2,
          64.2,
          64.2,
          64.2,
          64.3,
          64.3,
          64.4,
          64.4,
          64.4,
          64.4,
          64.4,
          64.3,
          64.2,
          64.1,
          63.8,
          62.7,
          63.3,
          63.1,
          63.2,
          63.1,
          63.2,
          63.1,
          63.1,
          63.1,
          63.1,
          63.1,
          63.1,
          63,
          63,
          62.9,
          62.9,
          62.8,
          62.8,
          62.8,
          62.9,
          62.9,
          63,
          63.2,
          63.2,
          63.3,
          63.3,
          63.3,
          63.2,
          63.1,
          63,
          62.9,
          62.8,
          62.7,
          62.6,
          62.6,
          62.6,
          62.5,
          62.5,
          62.5,
          62.4,
          62.4,
          62.4,
          62.4
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= New Jersey<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " New Jersey",
         "line": {
          "color": "#FECB52",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " New Jersey",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
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          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
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          "2012-01-01T00:00:00",
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          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
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          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
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          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
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          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
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          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
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          "2017-09-01T00:00:00",
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          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
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          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
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          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
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          64.6,
          64.6,
          64.6,
          64.6,
          64.5,
          64.5,
          64.4,
          64.4,
          64.3,
          64.3,
          64.2,
          64.2,
          64.1,
          64.1,
          64,
          64,
          64.1,
          64.2,
          64.2,
          64.3,
          64.3,
          64.4,
          64.4,
          64.4,
          64.4,
          64.5,
          64.6,
          64.7,
          64.7,
          64.8,
          64.9,
          64.9,
          64.8,
          64.8,
          64.7,
          64.6,
          64.5,
          64.4,
          64.4,
          64.3,
          64.3,
          64.2,
          64.2,
          64.3,
          64.3,
          64.4,
          64.4,
          64.4,
          64.3,
          64.2,
          64.1,
          64,
          64,
          64,
          64,
          64,
          64,
          64,
          64,
          64,
          64.1,
          64.1,
          64.1,
          64.2,
          64.2,
          64.2,
          64.3,
          64.3,
          64.3,
          64.3,
          64.4,
          64.4,
          64.5,
          64.4,
          64.3,
          64.3,
          64.2,
          64,
          63.9,
          63.8,
          63.7,
          63.7,
          63.7,
          63.7,
          63.7,
          63.7,
          63.7,
          63.7,
          63.8,
          63.8,
          63.8,
          63.8,
          63.7,
          63.6,
          63.5,
          63.4,
          63.3,
          63.3,
          63.3,
          63.3,
          63.2,
          63.2,
          63.2,
          63.2,
          63.2,
          63.3,
          63.3,
          63.4,
          63.5,
          63.6,
          63.6,
          63.7,
          63.7,
          63.8,
          63.8,
          63.9,
          64,
          64.1,
          64.2,
          64.2,
          64,
          63.9,
          63.6,
          63.4,
          63.3,
          63.2,
          63.2,
          63.2,
          63.3,
          62.3,
          62.2,
          62.1,
          62,
          62,
          61.9,
          61.9,
          61.8,
          61.7,
          61.7,
          61.6,
          61.5,
          61.4,
          61.4,
          61.4,
          61.5,
          61.6,
          61.7,
          61.8,
          61.9,
          62,
          62,
          62,
          62,
          62,
          62,
          62,
          62,
          62.1,
          62.1,
          62.1,
          62.1,
          62,
          61.9,
          61.8,
          61.8,
          61.8,
          61.8,
          61.7,
          61.7,
          61.6,
          61.5,
          61.4,
          61.3,
          61.2,
          61.1,
          61.1,
          61,
          60.9,
          60.9,
          60.9,
          60.9,
          61,
          61.1,
          61.2,
          61.2,
          61.3,
          61.4,
          61.6,
          61.7,
          61.8,
          61.8,
          61.7,
          61.6,
          61.5,
          61.4,
          61.4,
          61.4,
          61.4,
          61.4,
          61.4,
          61.4,
          61.3,
          61.2,
          61.1,
          61.1,
          61,
          61,
          60.9,
          60.9,
          60.8,
          60.9,
          60.9,
          60.9,
          61,
          61.1,
          61.2,
          61.3,
          61.3,
          61.3,
          61.3,
          61.3,
          61.3,
          61.3,
          61.3,
          61.4,
          61.3,
          61.3,
          61.2,
          61,
          60.9,
          60.8,
          60.8,
          60.8,
          60.9,
          61,
          61,
          61,
          61,
          61,
          61,
          61.1,
          61.1,
          61.1,
          61.1,
          61.1,
          61,
          60.8,
          60.6,
          60.5,
          59.7,
          60.4,
          60.3,
          60.6,
          60.6,
          60.9,
          60.9,
          60.9,
          60.9,
          60.9,
          60.9,
          60.9,
          60.9,
          60.9,
          60.8,
          60.7,
          60.6,
          60.4,
          60.4,
          60.5,
          60.6,
          60.8,
          61,
          61.1,
          61.2,
          61.1,
          61.1,
          61,
          60.9,
          60.9,
          60.9,
          60.8,
          60.7,
          60.8,
          60.8,
          61,
          61.1,
          61.3,
          61.4,
          61.6,
          61.8,
          62.1,
          62.3
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Alaska<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " Alaska",
         "line": {
          "color": "#00cc96",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Alaska",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
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          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
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          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
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          "1984-09-01T00:00:00",
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          "1984-11-01T00:00:00",
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          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
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          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
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          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
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          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
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          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
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          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
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          "1991-09-01T00:00:00",
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          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
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          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
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          "1997-06-01T00:00:00",
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          "1998-01-01T00:00:00",
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          "1999-01-01T00:00:00",
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          "1999-03-01T00:00:00",
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          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
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          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
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          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
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          "2007-05-01T00:00:00",
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          "2007-07-01T00:00:00",
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          "2007-09-01T00:00:00",
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          "2007-11-01T00:00:00",
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          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
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          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
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          "2015-01-01T00:00:00",
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          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
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          "2016-01-01T00:00:00",
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          "2022-01-01T00:00:00",
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          67.5,
          67.5,
          67.6,
          67.8,
          67.8,
          68.2,
          68.1,
          68,
          67.9,
          67.8,
          67.7,
          67.6,
          67.5,
          67.4,
          67.2,
          67.1,
          66.9,
          66.8,
          66.6,
          66.5,
          66.4,
          66.3,
          66.3,
          66.2,
          66.2,
          66.1,
          66,
          65.9,
          65.8,
          65.8,
          65.9,
          66,
          66.1,
          66.2,
          66.3,
          66.3,
          66.3,
          66.3,
          66.1,
          66,
          65.9,
          65.8,
          65.7,
          65.7,
          65.7,
          65.6,
          65.5,
          65.4,
          65.4,
          65.3,
          65.3,
          65.3,
          65.3,
          65.3,
          65.2,
          65.2,
          65.2,
          65.2,
          65.2,
          65.2,
          65.2,
          65.2,
          65.2,
          65.2,
          65.2,
          65.2,
          65.1,
          65,
          64.8,
          64.7,
          64.6,
          64.5,
          64.5,
          64.5,
          64.5,
          64.5,
          64.5,
          64.5,
          64.5,
          64.5,
          64.5,
          64.5,
          64.5,
          64.5,
          64.5,
          64.5,
          64.3,
          64.4,
          64.4,
          64.4,
          64.4,
          64.4,
          64.4,
          64.4,
          64.4,
          64.4,
          64.3,
          64.3,
          64.4,
          64.5,
          64.6,
          64.7,
          64.7,
          64.7,
          64.6,
          64.5,
          64.4,
          64.4,
          64.3,
          64.3,
          64.3,
          64.2,
          64.1,
          64.1,
          64.2,
          64.3,
          64.4,
          64.5,
          64.6,
          64.7,
          64.7,
          64.6,
          64.5,
          64.2,
          63.7,
          61,
          63.7,
          63.7,
          64.2,
          63.8,
          64.3,
          62.9,
          63.2,
          63.4,
          63.4,
          63.4,
          63.6,
          63.7,
          63.7,
          63.9,
          63.8,
          63.7,
          63.5,
          63.4,
          63.3,
          63.2,
          63.3,
          63.4,
          63.5,
          63.6,
          63.7,
          63.7,
          63.6,
          63.4,
          63.2,
          63,
          62.9,
          62.9,
          62.9,
          62.9,
          62.9,
          62.9,
          63.1,
          63.2,
          63.3,
          63.3,
          63.4,
          63.5
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= South Dakota<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " South Dakota",
         "line": {
          "color": "#19d3f3",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " South Dakota",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
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          "1988-06-01T00:00:00",
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          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
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          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
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          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
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          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
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          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
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          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
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          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
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          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
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          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
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          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
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          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
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          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
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          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
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          "2019-06-01T00:00:00",
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          66,
          66,
          66.1,
          66.3,
          66.5,
          66.7,
          66.7,
          66.7,
          66.6,
          66.5,
          66.6,
          66.6,
          66.8,
          66.9,
          67.1,
          67.2,
          67.3,
          67.3,
          67.3,
          67.2,
          67.1,
          67.1,
          67.1,
          67.2,
          67.2,
          67.1,
          66.9,
          66.9,
          66.8,
          66.8,
          66.9,
          67,
          67.1,
          67.2,
          67.2,
          67.2,
          67.3,
          67.3,
          67.2,
          67.3,
          67.3,
          67.3,
          67.3,
          67.5,
          67.5,
          67.5,
          67.5,
          67.5,
          67.4,
          67.3,
          67.2,
          67.1,
          67,
          67,
          67,
          67.1,
          67.2,
          67.3,
          67.4,
          67.6,
          67.6,
          67.7,
          67.7,
          67.7,
          67.8,
          67.9,
          68,
          68,
          68,
          68,
          68,
          68,
          68,
          68.1,
          68.3,
          68.5,
          68.6,
          68.6,
          68.5,
          68.5,
          68.5,
          68.5,
          68.8,
          68.9,
          69,
          69,
          67.6,
          67.2,
          67.1,
          67,
          67,
          66.9,
          66.9,
          67,
          67,
          66.9,
          66.9,
          66.8,
          66.8,
          66.8,
          66.7,
          66.8,
          66.8,
          66.9,
          67,
          67.4,
          67.7,
          68,
          68.3,
          68.5,
          68.7,
          68.7,
          68.9,
          68.7,
          68.5,
          68.3,
          68.1,
          68,
          68,
          68,
          67.9,
          68,
          68.1,
          68.1,
          68.1,
          67.9,
          67.8,
          67.7,
          67.6,
          67.7,
          67.8,
          67.9,
          67.9,
          68,
          68,
          68.1,
          68.2,
          68.3,
          68.3,
          68.4,
          68.2,
          68.2,
          68,
          67.8,
          67.7,
          67.5,
          67.5,
          67.4,
          67.4,
          67.4,
          67.4,
          67.4,
          67.3,
          67.2,
          67.2,
          67.2,
          67.2,
          67.2,
          67.2,
          67.2,
          67.2,
          67.3,
          67.2,
          67.2,
          67.2,
          67.1,
          67.1,
          67,
          67,
          67.1,
          67.1,
          67.2,
          67.2,
          67.2,
          67.3,
          67.4,
          67.6,
          67.8,
          67.8,
          67.9,
          68,
          68.1,
          68.2,
          68.3,
          68.4,
          68.6,
          68.6,
          68.8,
          68.8,
          68.8,
          68.8,
          68.6,
          68.6,
          68.6,
          68.6,
          68.6,
          68.5,
          68.5,
          68.5,
          68.4,
          68.5,
          68.6,
          68.7,
          68.8,
          68.8,
          68.8,
          68.7,
          68.6,
          68.4,
          68.3,
          68.2,
          68.1,
          68,
          67.9,
          67.8,
          67.7,
          67.6,
          67.5,
          67.3,
          67.1,
          67,
          66.8,
          66.7,
          66.6,
          66.6,
          66.6,
          66.6,
          66.6,
          66.6,
          66.6,
          66.6,
          66.6,
          66.6,
          66.6,
          66.6,
          66.6,
          66.6,
          66.6,
          66.6,
          66.6,
          66.5,
          66.5,
          66.4,
          66.4,
          66.3,
          66.3,
          66.3,
          66.3,
          66.3,
          66.4,
          66.4,
          66.5,
          66.5,
          66.6,
          66.7,
          66.7,
          66.7,
          66.7,
          66.6,
          66.6,
          66.6,
          66.6,
          66.6,
          66.6,
          66.5,
          66.6,
          66.6,
          66.7,
          66.7,
          66.8,
          66.8,
          66.8,
          66.7,
          66.7,
          66.7,
          66.7,
          66.8,
          67,
          67.1,
          67.1,
          67.1,
          67.1,
          67,
          66.9,
          66.9,
          67,
          67.1,
          67.2,
          67.2,
          67.3,
          67.3,
          67.3,
          67.3,
          67.3,
          67.4,
          67.4,
          67.5,
          67.5,
          67.5,
          67.5,
          67.5,
          67.5,
          67.4,
          67.4,
          67.4,
          67.5,
          67.4,
          67.4,
          67.2,
          67,
          66.7,
          66.4,
          66.1,
          65.9,
          65.7,
          65.6,
          65.4,
          65.2,
          65,
          64.9,
          64.8,
          64.8,
          64.9,
          65,
          65,
          64.6,
          64.5,
          64.5,
          64.4,
          64.3,
          64.2,
          64.1,
          64,
          63.9,
          63.9,
          63.9,
          63.8,
          63.8,
          63.7,
          63.7,
          63.8,
          63.8,
          63.9,
          64,
          64,
          64,
          64,
          63.9,
          63.9,
          64,
          64,
          64.1,
          64.1,
          64.1,
          64.1,
          64.1,
          64.1,
          64,
          64,
          64,
          64,
          64,
          64,
          64,
          64,
          63.9,
          63.9,
          63.9,
          63.9,
          63.8,
          63.8,
          63.7,
          63.6,
          63.6,
          63.6,
          63.6,
          63.5,
          63.5,
          63.5,
          63.4,
          63.4,
          63.4,
          63.5,
          63.6,
          63.6,
          63.6,
          63.6,
          63.6,
          63.5,
          63.5,
          63.5,
          63.5,
          63.6,
          63.6,
          63.6,
          63.6,
          63.6,
          63.5,
          63.4,
          63.4,
          63.3,
          63.2,
          63.2,
          63.1,
          63,
          63,
          63.1,
          63.2,
          63.2,
          63.3,
          63.3,
          63.3,
          63.3,
          63.2,
          63.1,
          63,
          63,
          62.9,
          63.1,
          63.1,
          63.2,
          63.3,
          63.3,
          63.3,
          63.3,
          63.3,
          63.3,
          63.3,
          63.4,
          63.4,
          63.4,
          63.4,
          63.4,
          63.4,
          63.5,
          63.6,
          63.7,
          63.8,
          63.8,
          63.9,
          64,
          64,
          63.9,
          63.7,
          63.4,
          62.5,
          62.9,
          62.7,
          62.9,
          62.7,
          62.8,
          62.6,
          62.5,
          62.4,
          62.2,
          62.2,
          62.3,
          62.4,
          62.4,
          62.3,
          62.3,
          62.2,
          62.2,
          62.3,
          62.4,
          62.6,
          62.9,
          63.1,
          63.2,
          63.3,
          63.3,
          63.3,
          63.3,
          63.1,
          63,
          62.9,
          62.8,
          62.6,
          62.6,
          62.6,
          62.6,
          62.7,
          62.8,
          62.8,
          62.7,
          62.7,
          62.6,
          62.6
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= Wyoming<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " Wyoming",
         "line": {
          "color": "#B6E880",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " Wyoming",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
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          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
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          65.5,
          65.3,
          65.1,
          65,
          64.8,
          64.6,
          64.5,
          64.3,
          64.3,
          64.2,
          64.1,
          64,
          63.8,
          63.6,
          63.4,
          63.2,
          63.1,
          63,
          63,
          63.2,
          63.3,
          63.5,
          63.6,
          63.7,
          63.8,
          63.9,
          64,
          63.9,
          63.9,
          63.9,
          63.8,
          64,
          64.1,
          64.3,
          64.5,
          64.6,
          64.6,
          64.6,
          64.5,
          64.4,
          64.2
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= North Dakota<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " North Dakota",
         "line": {
          "color": "#FF97FF",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " North Dakota",
         "showlegend": true,
         "type": "scattergl",
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          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
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          "1976-05-01T00:00:00",
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          "1976-12-01T00:00:00",
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          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
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          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
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          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
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          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
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          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
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          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
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          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
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          "1986-01-01T00:00:00",
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          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
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          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
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          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
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          "1987-10-01T00:00:00",
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          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
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          "1996-02-01T00:00:00",
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          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
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          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
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          "2003-11-01T00:00:00",
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          "2004-10-01T00:00:00",
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          "2005-01-01T00:00:00",
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          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
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          "2006-09-01T00:00:00",
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          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
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          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
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          "2010-01-01T00:00:00",
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          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
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          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
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          "2011-09-01T00:00:00",
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          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
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          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
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          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
          "2004-11-01T00:00:00",
          "2004-12-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-02-01T00:00:00",
          "2005-03-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-05-01T00:00:00",
          "2005-06-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-08-01T00:00:00",
          "2005-09-01T00:00:00",
          "2005-10-01T00:00:00",
          "2005-11-01T00:00:00",
          "2005-12-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-02-01T00:00:00",
          "2006-03-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-05-01T00:00:00",
          "2006-06-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-08-01T00:00:00",
          "2006-09-01T00:00:00",
          "2006-10-01T00:00:00",
          "2006-11-01T00:00:00",
          "2006-12-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-02-01T00:00:00",
          "2007-03-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-05-01T00:00:00",
          "2007-06-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-08-01T00:00:00",
          "2007-09-01T00:00:00",
          "2007-10-01T00:00:00",
          "2007-11-01T00:00:00",
          "2007-12-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-02-01T00:00:00",
          "2008-03-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-05-01T00:00:00",
          "2008-06-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-08-01T00:00:00",
          "2008-09-01T00:00:00",
          "2008-10-01T00:00:00",
          "2008-11-01T00:00:00",
          "2008-12-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-02-01T00:00:00",
          "2009-03-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-05-01T00:00:00",
          "2009-06-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-08-01T00:00:00",
          "2009-09-01T00:00:00",
          "2009-10-01T00:00:00",
          "2009-11-01T00:00:00",
          "2009-12-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-02-01T00:00:00",
          "2010-03-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-05-01T00:00:00",
          "2010-06-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-08-01T00:00:00",
          "2010-09-01T00:00:00",
          "2010-10-01T00:00:00",
          "2010-11-01T00:00:00",
          "2010-12-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-02-01T00:00:00",
          "2011-03-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-05-01T00:00:00",
          "2011-06-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-08-01T00:00:00",
          "2011-09-01T00:00:00",
          "2011-10-01T00:00:00",
          "2011-11-01T00:00:00",
          "2011-12-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-02-01T00:00:00",
          "2012-03-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-05-01T00:00:00",
          "2012-06-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-08-01T00:00:00",
          "2012-09-01T00:00:00",
          "2012-10-01T00:00:00",
          "2012-11-01T00:00:00",
          "2012-12-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-02-01T00:00:00",
          "2013-03-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-05-01T00:00:00",
          "2013-06-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-08-01T00:00:00",
          "2013-09-01T00:00:00",
          "2013-10-01T00:00:00",
          "2013-11-01T00:00:00",
          "2013-12-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-02-01T00:00:00",
          "2014-03-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-05-01T00:00:00",
          "2014-06-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-08-01T00:00:00",
          "2014-09-01T00:00:00",
          "2014-10-01T00:00:00",
          "2014-11-01T00:00:00",
          "2014-12-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-02-01T00:00:00",
          "2015-03-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-05-01T00:00:00",
          "2015-06-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-08-01T00:00:00",
          "2015-09-01T00:00:00",
          "2015-10-01T00:00:00",
          "2015-11-01T00:00:00",
          "2015-12-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-02-01T00:00:00",
          "2016-03-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-05-01T00:00:00",
          "2016-06-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-08-01T00:00:00",
          "2016-09-01T00:00:00",
          "2016-10-01T00:00:00",
          "2016-11-01T00:00:00",
          "2016-12-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-02-01T00:00:00",
          "2017-03-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-05-01T00:00:00",
          "2017-06-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-08-01T00:00:00",
          "2017-09-01T00:00:00",
          "2017-10-01T00:00:00",
          "2017-11-01T00:00:00",
          "2017-12-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-02-01T00:00:00",
          "2018-03-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-05-01T00:00:00",
          "2018-06-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-08-01T00:00:00",
          "2018-09-01T00:00:00",
          "2018-10-01T00:00:00",
          "2018-11-01T00:00:00",
          "2018-12-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-02-01T00:00:00",
          "2019-03-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-05-01T00:00:00",
          "2019-06-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-08-01T00:00:00",
          "2019-09-01T00:00:00",
          "2019-10-01T00:00:00",
          "2019-11-01T00:00:00",
          "2019-12-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-02-01T00:00:00",
          "2020-03-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-05-01T00:00:00",
          "2020-06-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-08-01T00:00:00",
          "2020-09-01T00:00:00",
          "2020-10-01T00:00:00",
          "2020-11-01T00:00:00",
          "2020-12-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-02-01T00:00:00",
          "2021-03-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-05-01T00:00:00",
          "2021-06-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-08-01T00:00:00",
          "2021-09-01T00:00:00",
          "2021-10-01T00:00:00",
          "2021-11-01T00:00:00",
          "2021-12-01T00:00:00",
          "2022-01-01T00:00:00",
          "2022-02-01T00:00:00",
          "2022-03-01T00:00:00",
          "2022-04-01T00:00:00",
          "2022-05-01T00:00:00",
          "2022-06-01T00:00:00",
          "2022-07-01T00:00:00",
          "2022-08-01T00:00:00",
          "2022-09-01T00:00:00",
          "2022-10-01T00:00:00",
          "2022-11-01T00:00:00",
          "2022-12-01T00:00:00",
          "2023-01-01T00:00:00",
          "2023-02-01T00:00:00",
          "2023-03-01T00:00:00",
          "2023-04-01T00:00:00",
          "2023-05-01T00:00:00",
          "2023-06-01T00:00:00",
          "2023-07-01T00:00:00",
          "2023-08-01T00:00:00",
          "2023-09-01T00:00:00",
          "2023-10-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
          62.7,
          62.5,
          62.5,
          62.4,
          62.4,
          62.5,
          62.5,
          62.5,
          62.7,
          62.7,
          62.7,
          62.9,
          63.1,
          63.2,
          63.5,
          63.6,
          63.6,
          63.7,
          63.6,
          63.5,
          63.5,
          63.5,
          63.5,
          63.4,
          63.4,
          63.3,
          63.4,
          63.5,
          63.7,
          63.8,
          64,
          64.1,
          64,
          64.1,
          64.1,
          64.2,
          64.3,
          64.2,
          64.2,
          63.9,
          63.8,
          63.6,
          63.7,
          63.9,
          64.2,
          64.4,
          64.6,
          64.8,
          64.7,
          64.7,
          64.6,
          64.6,
          64.7,
          64.6,
          64.6,
          64.5,
          64.5,
          64.5,
          64.4,
          64.5,
          64.5,
          64.6,
          64.8,
          64.7,
          64.8,
          64.8,
          64.8,
          64.7,
          64.7,
          64.6,
          64.7,
          64.8,
          65,
          65.2,
          65.4,
          65.4,
          65.4,
          65.3,
          65.3,
          65.3,
          65.2,
          65.2,
          65,
          65,
          64.9,
          64.7,
          64.6,
          64.5,
          64.6,
          64.6,
          64.9,
          65,
          65.3,
          65.4,
          65.6,
          65.7,
          65.9,
          66,
          66.2,
          66.4,
          66.5,
          66.7,
          66.7,
          66.7,
          66.7,
          66.8,
          66.8,
          66.8,
          66.8,
          66.9,
          66.9,
          66.9,
          66.9,
          67.2,
          67.3,
          67.3,
          67.5,
          67.4,
          67.3,
          67.3,
          67.2,
          67.2,
          67.4,
          67.5,
          67.6,
          67.8,
          67.7,
          67.7,
          67.7,
          67.7,
          67.7,
          67.8,
          67.9,
          68,
          68,
          68,
          67.8,
          67.7,
          67.7,
          67.7,
          67.8,
          68.1,
          68.3,
          68.5,
          68.6,
          68.7,
          68.8,
          69.1,
          69.3,
          69.5,
          69.7,
          69.8,
          69.8,
          69.9,
          69.9,
          69.9,
          70,
          70.1,
          70.1,
          70.2,
          70.2,
          70.3,
          70.3,
          70.5,
          70.4,
          70.3,
          70.2,
          70.2,
          70.9,
          70.8,
          70.6,
          70.4,
          70.1,
          70,
          69.8,
          69.5,
          70.5,
          70.5,
          70.4,
          70.3,
          70.2,
          70,
          70,
          69.8,
          69.5,
          69.4,
          69.2,
          69,
          69.1,
          69.1,
          69.2,
          69.2,
          69.2,
          69.2,
          69.3,
          69.3,
          69.5,
          69.5,
          69.6,
          69.5,
          69.5,
          69.4,
          69.5,
          69.5,
          69.5,
          69.6,
          69.6,
          69.8,
          69.8,
          69.9,
          70.2,
          70.2,
          70.2,
          70.3,
          70.3,
          70.4,
          70.4,
          70.5,
          70.5,
          70.5,
          70.5,
          70.5,
          70.5,
          70.4,
          70.6,
          70.5,
          70.5,
          70.5,
          70.4,
          70.2,
          70,
          69.9,
          69.7,
          69.5,
          69.4,
          69.3,
          69.1,
          69,
          68.8,
          68.6,
          68.6,
          68.6,
          68.6,
          68.8,
          68.9,
          68.9,
          68.8,
          68.9,
          68.9,
          68.9,
          68.9,
          68.8,
          68.6,
          68.5,
          68.5,
          68.3,
          68.1,
          68,
          67.8,
          67.8,
          67.6,
          67.6,
          67.5,
          67.6,
          67.7,
          67.9,
          68,
          68.1,
          68.2,
          68.3,
          68.3,
          68.2,
          68.3,
          68.2,
          68.1,
          68,
          67.8,
          67.8,
          67.7,
          67.7,
          67.7,
          67.8,
          67.8,
          67.8,
          68,
          68,
          68.1,
          68.3,
          68.3,
          68.6,
          68.7,
          69,
          69.1,
          69.2,
          69.2,
          69.3,
          69.4,
          69.6,
          69.8,
          70.1,
          70.2,
          70.3,
          70.3,
          70.1,
          69.9,
          69.7,
          69.5,
          69.4,
          69.3,
          69.2,
          69.1,
          69,
          68.9,
          68.8,
          68.6,
          68.5,
          68.4,
          68.2,
          68.1,
          67.9,
          67.7,
          67.4,
          67.2,
          67,
          66.8,
          66.7,
          66.7,
          66.7,
          66.7,
          66.8,
          66.9,
          66.9,
          66.9,
          66.9,
          66.9,
          67,
          67,
          66.9,
          66.9,
          66.8,
          66.6,
          66.6,
          66.5,
          66.4,
          66.3,
          66.2,
          66.1,
          66.1,
          66.2,
          66.3,
          66.5,
          66.8,
          67,
          67.2,
          67.4,
          67.6,
          67.7,
          67.7,
          67.8,
          67.8,
          67.8,
          67.7,
          67.6,
          67.5,
          67.4,
          67.4,
          67.3,
          67.3,
          67.3,
          67.3,
          67.2,
          67.2,
          67.1,
          67,
          66.9,
          66.7,
          66.6,
          66.5,
          66.5,
          66.5,
          66.5,
          66.5,
          66.6,
          66.7,
          66.7,
          66.7,
          66.7,
          66.7,
          66.6,
          66.5,
          66.5,
          66.4,
          66.3,
          66.1,
          65.9,
          65.7,
          65.5,
          65.3,
          65,
          64.7,
          64.4,
          64.1,
          63.8,
          63.4,
          63,
          62.7,
          62.5,
          62.4,
          62.4,
          62.4,
          62.5,
          61.8,
          62,
          62.1,
          62.2,
          62.3,
          62.3,
          62.3,
          62.3,
          62.3,
          62.3,
          62.4,
          62.4,
          62.4,
          62.4,
          62.3,
          62.3,
          62.3,
          62.4,
          62.4,
          62.4,
          62.4,
          62.3,
          62.3,
          62.2,
          62.2,
          62.1,
          62.1,
          62,
          62,
          61.9,
          61.8,
          61.7,
          61.6,
          61.4,
          61.3,
          61.1,
          61,
          60.9,
          60.9,
          60.9,
          60.8,
          60.8,
          60.8,
          60.8,
          60.9,
          60.9,
          61,
          61.1,
          61.2,
          61.3,
          61.4,
          61.5,
          61.6,
          61.7,
          61.7,
          61.7,
          61.7,
          61.7,
          61.8,
          61.8,
          61.9,
          62,
          62,
          62.1,
          62.1,
          62.2,
          62.2,
          62.3,
          62.4,
          62.4,
          62.4,
          62.4,
          62.3,
          62.2,
          62.1,
          62.1,
          62,
          62,
          62,
          62,
          62,
          61.9,
          62,
          62.1,
          62.2,
          62.2,
          62.3,
          62.3,
          62.3,
          62.3,
          62.2,
          62.2,
          62.1,
          62.2,
          62.2,
          62.3,
          62.4,
          62.4,
          62.3,
          62.1,
          62,
          61.9,
          61.9,
          61.9,
          62,
          62.1,
          62.1,
          62.1,
          62.1,
          62.1,
          62,
          62,
          61.9,
          61.8,
          61.7,
          61.6,
          61.4,
          61.1,
          60.9,
          61.5,
          59.4,
          62.4,
          63,
          60.4,
          61,
          61.8,
          60.5,
          60.8,
          61,
          61.1,
          61.3,
          61.4,
          61.5,
          61.5,
          61.4,
          61.2,
          61,
          60.8,
          60.7,
          60.7,
          60.8,
          60.9,
          61,
          61,
          60.9,
          60.8,
          60.6,
          60.4,
          60.2,
          60.1,
          60,
          59.9,
          59.8,
          59.8,
          59.7,
          59.7,
          59.8,
          59.9,
          60,
          60.1,
          60.3,
          60.5,
          60.6
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "State= District Of Columbia<br>Month & Year=%{x}<br>Participation Rate=%{y}<extra></extra>",
         "legendgroup": " District Of Columbia",
         "line": {
          "color": "#636efa",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "markers+lines",
         "name": " District Of Columbia",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1976-01-01T00:00:00",
          "1976-02-01T00:00:00",
          "1976-03-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-05-01T00:00:00",
          "1976-06-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-08-01T00:00:00",
          "1976-09-01T00:00:00",
          "1976-10-01T00:00:00",
          "1976-11-01T00:00:00",
          "1976-12-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-02-01T00:00:00",
          "1977-03-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-05-01T00:00:00",
          "1977-06-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-08-01T00:00:00",
          "1977-09-01T00:00:00",
          "1977-10-01T00:00:00",
          "1977-11-01T00:00:00",
          "1977-12-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-02-01T00:00:00",
          "1978-03-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-05-01T00:00:00",
          "1978-06-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-08-01T00:00:00",
          "1978-09-01T00:00:00",
          "1978-10-01T00:00:00",
          "1978-11-01T00:00:00",
          "1978-12-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-02-01T00:00:00",
          "1979-03-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-05-01T00:00:00",
          "1979-06-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-08-01T00:00:00",
          "1979-09-01T00:00:00",
          "1979-10-01T00:00:00",
          "1979-11-01T00:00:00",
          "1979-12-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-02-01T00:00:00",
          "1980-03-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-05-01T00:00:00",
          "1980-06-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-08-01T00:00:00",
          "1980-09-01T00:00:00",
          "1980-10-01T00:00:00",
          "1980-11-01T00:00:00",
          "1980-12-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-02-01T00:00:00",
          "1981-03-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-05-01T00:00:00",
          "1981-06-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-08-01T00:00:00",
          "1981-09-01T00:00:00",
          "1981-10-01T00:00:00",
          "1981-11-01T00:00:00",
          "1981-12-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-02-01T00:00:00",
          "1982-03-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-05-01T00:00:00",
          "1982-06-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-08-01T00:00:00",
          "1982-09-01T00:00:00",
          "1982-10-01T00:00:00",
          "1982-11-01T00:00:00",
          "1982-12-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-02-01T00:00:00",
          "1983-03-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-05-01T00:00:00",
          "1983-06-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-08-01T00:00:00",
          "1983-09-01T00:00:00",
          "1983-10-01T00:00:00",
          "1983-11-01T00:00:00",
          "1983-12-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-02-01T00:00:00",
          "1984-03-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-05-01T00:00:00",
          "1984-06-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-08-01T00:00:00",
          "1984-09-01T00:00:00",
          "1984-10-01T00:00:00",
          "1984-11-01T00:00:00",
          "1984-12-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-02-01T00:00:00",
          "1985-03-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-05-01T00:00:00",
          "1985-06-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-08-01T00:00:00",
          "1985-09-01T00:00:00",
          "1985-10-01T00:00:00",
          "1985-11-01T00:00:00",
          "1985-12-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-02-01T00:00:00",
          "1986-03-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-05-01T00:00:00",
          "1986-06-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-08-01T00:00:00",
          "1986-09-01T00:00:00",
          "1986-10-01T00:00:00",
          "1986-11-01T00:00:00",
          "1986-12-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-02-01T00:00:00",
          "1987-03-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-05-01T00:00:00",
          "1987-06-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-08-01T00:00:00",
          "1987-09-01T00:00:00",
          "1987-10-01T00:00:00",
          "1987-11-01T00:00:00",
          "1987-12-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-02-01T00:00:00",
          "1988-03-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-05-01T00:00:00",
          "1988-06-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-08-01T00:00:00",
          "1988-09-01T00:00:00",
          "1988-10-01T00:00:00",
          "1988-11-01T00:00:00",
          "1988-12-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-02-01T00:00:00",
          "1989-03-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-05-01T00:00:00",
          "1989-06-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-08-01T00:00:00",
          "1989-09-01T00:00:00",
          "1989-10-01T00:00:00",
          "1989-11-01T00:00:00",
          "1989-12-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-02-01T00:00:00",
          "1990-03-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-05-01T00:00:00",
          "1990-06-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-08-01T00:00:00",
          "1990-09-01T00:00:00",
          "1990-10-01T00:00:00",
          "1990-11-01T00:00:00",
          "1990-12-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-02-01T00:00:00",
          "1991-03-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-05-01T00:00:00",
          "1991-06-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-08-01T00:00:00",
          "1991-09-01T00:00:00",
          "1991-10-01T00:00:00",
          "1991-11-01T00:00:00",
          "1991-12-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-02-01T00:00:00",
          "1992-03-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-05-01T00:00:00",
          "1992-06-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-08-01T00:00:00",
          "1992-09-01T00:00:00",
          "1992-10-01T00:00:00",
          "1992-11-01T00:00:00",
          "1992-12-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-02-01T00:00:00",
          "1993-03-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-05-01T00:00:00",
          "1993-06-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-08-01T00:00:00",
          "1993-09-01T00:00:00",
          "1993-10-01T00:00:00",
          "1993-11-01T00:00:00",
          "1993-12-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-02-01T00:00:00",
          "1994-03-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-05-01T00:00:00",
          "1994-06-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-08-01T00:00:00",
          "1994-09-01T00:00:00",
          "1994-10-01T00:00:00",
          "1994-11-01T00:00:00",
          "1994-12-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-02-01T00:00:00",
          "1995-03-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-05-01T00:00:00",
          "1995-06-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-08-01T00:00:00",
          "1995-09-01T00:00:00",
          "1995-10-01T00:00:00",
          "1995-11-01T00:00:00",
          "1995-12-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-02-01T00:00:00",
          "1996-03-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-05-01T00:00:00",
          "1996-06-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-08-01T00:00:00",
          "1996-09-01T00:00:00",
          "1996-10-01T00:00:00",
          "1996-11-01T00:00:00",
          "1996-12-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-02-01T00:00:00",
          "1997-03-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-05-01T00:00:00",
          "1997-06-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-08-01T00:00:00",
          "1997-09-01T00:00:00",
          "1997-10-01T00:00:00",
          "1997-11-01T00:00:00",
          "1997-12-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-02-01T00:00:00",
          "1998-03-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-05-01T00:00:00",
          "1998-06-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-08-01T00:00:00",
          "1998-09-01T00:00:00",
          "1998-10-01T00:00:00",
          "1998-11-01T00:00:00",
          "1998-12-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-02-01T00:00:00",
          "1999-03-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-05-01T00:00:00",
          "1999-06-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-08-01T00:00:00",
          "1999-09-01T00:00:00",
          "1999-10-01T00:00:00",
          "1999-11-01T00:00:00",
          "1999-12-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-02-01T00:00:00",
          "2000-03-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-05-01T00:00:00",
          "2000-06-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-08-01T00:00:00",
          "2000-09-01T00:00:00",
          "2000-10-01T00:00:00",
          "2000-11-01T00:00:00",
          "2000-12-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-02-01T00:00:00",
          "2001-03-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-05-01T00:00:00",
          "2001-06-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-08-01T00:00:00",
          "2001-09-01T00:00:00",
          "2001-10-01T00:00:00",
          "2001-11-01T00:00:00",
          "2001-12-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-02-01T00:00:00",
          "2002-03-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-05-01T00:00:00",
          "2002-06-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-08-01T00:00:00",
          "2002-09-01T00:00:00",
          "2002-10-01T00:00:00",
          "2002-11-01T00:00:00",
          "2002-12-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-02-01T00:00:00",
          "2003-03-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-05-01T00:00:00",
          "2003-06-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-08-01T00:00:00",
          "2003-09-01T00:00:00",
          "2003-10-01T00:00:00",
          "2003-11-01T00:00:00",
          "2003-12-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-02-01T00:00:00",
          "2004-03-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-05-01T00:00:00",
          "2004-06-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-08-01T00:00:00",
          "2004-09-01T00:00:00",
          "2004-10-01T00:00:00",
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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = px.line(data_frame=participation_states,\n",
    "              title='Participation Rate by USA State',\n",
    "              labels={\n",
    "                  'index': 'Month & Year',\n",
    "                  'value': 'Participation Rate',\n",
    "                  'variable': 'State'\n",
    "              },\n",
    "              markers=True)\n",
    "\n",
    "fig.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "abcb2210-86ae-4747-bce5-b6194329c699",
   "metadata": {
    "_kg_hide-input": true,
    "papermill": {
     "duration": 0.031667,
     "end_time": "2023-11-28T12:28:41.318778",
     "exception": false,
     "start_time": "2023-11-28T12:28:41.287111",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "Unlike the unemployment rate, **we now see drops in labor participation rate in May 2020.** Let's try to pull the labor participation rate during this time."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6baa7187-0e8a-4b4e-a969-b2078d7c211a",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-22T12:14:42.351171Z",
     "iopub.status.busy": "2023-11-22T12:14:42.350712Z",
     "iopub.status.idle": "2023-11-22T12:14:42.360105Z",
     "shell.execute_reply": "2023-11-22T12:14:42.358775Z",
     "shell.execute_reply.started": "2023-11-22T12:14:42.351130Z"
    },
    "papermill": {
     "duration": 0.031049,
     "end_time": "2023-11-28T12:28:41.381225",
     "exception": false,
     "start_time": "2023-11-28T12:28:41.350176",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# 4. Pull May 2020 Unemployment Rate Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "80c57b96-28e4-40f9-8cef-d4007cecaf0f",
   "metadata": {
    "papermill": {
     "duration": 0.079409,
     "end_time": "2023-11-28T12:28:41.492364",
     "exception": false,
     "start_time": "2023-11-28T12:28:41.412955",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
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       "      <th>Indiana</th>\n",
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       "      <th>Rhode Island</th>\n",
       "      <th>South Dakota</th>\n",
       "      <th>Montana</th>\n",
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       "      <th>2020-05-01</th>\n",
       "      <td>59.5</td>\n",
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       "      <td>57.6</td>\n",
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       "      <td>66.8</td>\n",
       "      <td>65.7</td>\n",
       "      <td>59.6</td>\n",
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       "      <td>62.4</td>\n",
       "      <td>63.3</td>\n",
       "      <td>62.0</td>\n",
       "      <td>61.1</td>\n",
       "      <td>60.4</td>\n",
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       "      <td>63.5</td>\n",
       "      <td>63.7</td>\n",
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       "             California   Alabama   Michigan   Florida   Wisconsin  \\\n",
       "2020-05-01         59.5      57.4       60.6      58.0        65.8   \n",
       "\n",
       "             Minnesota   New York   Kentucky   Texas   Ohio   Mississippi  \\\n",
       "2020-05-01        69.2       58.0       58.5    62.7   60.8          53.5   \n",
       "\n",
       "             New Mexico   Washington   Maine   Utah   Illinois  \\\n",
       "2020-05-01         54.9         65.1    59.6   67.8       62.3   \n",
       "\n",
       "             West Virginia   Tennessee   Maryland   Massachusetts  \\\n",
       "2020-05-01            53.6        59.8       65.9            64.9   \n",
       "\n",
       "             Pennsylvania   North Carolina   Georgia   Louisiana   Virginia  \\\n",
       "2020-05-01           61.9             58.1      61.1        56.5       63.5   \n",
       "\n",
       "             South Carolina   Hawaii   Kansas   Arkansas   Colorado  \\\n",
       "2020-05-01             57.4     59.0     66.6       57.6       67.7   \n",
       "\n",
       "             New Hampshire   Connecticut   Missouri   Nebraska   Nevada  \\\n",
       "2020-05-01            66.8          65.7       59.6       69.7     56.6   \n",
       "\n",
       "             Arizona   Iowa   Indiana   Idaho   New Jersey   Oregon  \\\n",
       "2020-05-01      61.0   66.4      62.4    63.3         62.0     61.1   \n",
       "\n",
       "             Oklahoma   Alaska   Vermont   Rhode Island   South Dakota  \\\n",
       "2020-05-01       60.4     63.5      63.5           63.7           68.7   \n",
       "\n",
       "             Montana   Wyoming   North Dakota   Delaware  \\\n",
       "2020-05-01      62.9      66.5           68.6       62.4   \n",
       "\n",
       "             District Of Columbia  \n",
       "2020-05-01                   67.9  "
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "participation_states.loc[participation_states.index == '2020-05-01']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "e7226161-2eb8-4079-b878-dce0c2d3a620",
   "metadata": {
    "papermill": {
     "duration": 0.756958,
     "end_time": "2023-11-28T12:28:42.348940",
     "exception": false,
     "start_time": "2023-11-28T12:28:41.591982",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x1200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = participation_states.loc[participation_states.index == '2020-05-01'].T \\\n",
    "        .sort_values('2020-05-01') \\\n",
    "        .plot(kind='barh', figsize=(8, 12),\n",
    "              xlabel='% Participation',\n",
    "              edgecolor='black', width=0.7,\n",
    "              title='Participation Rate by US State (May 2020)')\n",
    "\n",
    "ax.legend().remove()\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9cf4351a",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-22T17:17:31.653609Z",
     "iopub.status.busy": "2023-11-22T17:17:31.653221Z",
     "iopub.status.idle": "2023-11-22T17:17:31.721563Z",
     "shell.execute_reply": "2023-11-22T17:17:31.719994Z",
     "shell.execute_reply.started": "2023-11-22T17:17:31.653577Z"
    },
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "source": [
    "# III. Visualize Unemployment Rate vs. Participation Rate"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "485981fb",
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['California', 'New York', 'Texas', 'Florida', 'Alabama', 'Illinois',\n",
       "       'North Carolina', 'Pennsylvania', 'Michigan', 'Ohio', 'New Jersey',\n",
       "       'Kentucky', 'Georgia', 'Minnesota', 'Massachusetts', 'New Mexico',\n",
       "       'Colorado', 'Virginia', 'Washington', 'Oregon', 'Maryland', 'Wisconsin',\n",
       "       'Alaska', 'Arkansas', 'South Carolina', 'West Virginia', 'Utah',\n",
       "       'Arizona', 'Tennessee', 'Indiana', 'Louisiana', 'Iowa', 'North Dakota',\n",
       "       'Nevada', 'Missouri', 'New Hampshire', 'Hawaii', 'Oklahoma',\n",
       "       'Mississippi', 'Montana', 'Nebraska', 'Kansas', 'District of Columbia',\n",
       "       'Maine', 'Connecticut', 'Wyoming', 'Idaho', 'Delaware', 'South Dakota',\n",
       "       'Vermont', 'Rhode Island'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "unemployment_states.columns = unemployment_states.columns.str.strip()\n",
    "unemployment_states = unemployment_states.rename(columns={'the District of Columbia': 'District of Columbia'})\n",
    "unemployment_states.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "9597ecae",
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['California', 'Alabama', 'Michigan', 'Florida', 'Wisconsin',\n",
       "       'Minnesota', 'New York', 'Kentucky', 'Texas', 'Ohio', 'Mississippi',\n",
       "       'New Mexico', 'Washington', 'Maine', 'Utah', 'Illinois',\n",
       "       'West Virginia', 'Tennessee', 'Maryland', 'Massachusetts',\n",
       "       'Pennsylvania', 'North Carolina', 'Georgia', 'Louisiana', 'Virginia',\n",
       "       'South Carolina', 'Hawaii', 'Kansas', 'Arkansas', 'Colorado',\n",
       "       'New Hampshire', 'Connecticut', 'Missouri', 'Nebraska', 'Nevada',\n",
       "       'Arizona', 'Iowa', 'Indiana', 'Idaho', 'New Jersey', 'Oregon',\n",
       "       'Oklahoma', 'Alaska', 'Vermont', 'Rhode Island', 'South Dakota',\n",
       "       'Montana', 'Wyoming', 'North Dakota', 'Delaware',\n",
       "       'District Of Columbia'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "participation_states.columns = participation_states.columns.str.strip()\n",
    "participation_states.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "1d386beb",
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "#008fd5 #fc4f30\n"
     ]
    }
   ],
   "source": [
    "print(color_pal[0], color_pal[1])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4892daae",
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "source": [
    "The hex codes that will be used for the plot between Unemployment Rate and Participation Rate are:\n",
    "\n",
    "- `#008fd5` : **Unemployment Rate (Blue)**\n",
    "- `#fc4f30` : **Participation Rate (Red)**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "e46a2267",
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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06dOHuLg4h/Lo6Giio6M5c+YMv/76KzabjaFDhzq0efPNNxUzzd+9e5dDhw5x6NAh5syZw5IlS+yJLO41duxYpk+f7lSePk47cuQIc+bM4ebNm1nOwQkhhBCFXfpYANICjO9Xbq5lFYT//ve/TrE/165dY8mSJaxbt46VK1fSqFGjHN07fZ5IpVJlGWjvjtwY92Q0f/583nvvPYdECveaNm0an3zyiVPCqPPnz3P+/HkWLFjAxx9/zKhRo7L9erLjfuK/Jk6cyMSJE53K4+PjOXHiBCdOnGDevHnMmjVLMWZNiEeNzEwL8QCoUqUK9evX59ChQ4SHhzsFov/888+YzWaKFi1Khw4d2Lt3r8t7Wa1W9Ho9bdu2pU2bNjz22GP2nWnnzp3jhx9+4PTp0yxfvpzy5cvz4YcfZtq3ESNGcOrUKXr37k3Pnj0pUaIEN27csAdy9e/fn8mTJ7Njxw4iIyMJDQ1VvM/+/fvtg9WBAwdm6+tjsVjw8fGhY8eOtGzZkipVquDn50d0dDSnT59m1qxZREZGMnXqVCpVqsSAAQMyvd/AgQM5ffo0w4YNo0uXLgQHB3Pp0iW+/fZbDh06xJ49e5g8eTJjx451uvbw4cO89NJLmM1m9Ho9r7zyCk8++SSenp4cOnSIr776infeeYdq1apl6zUKIYQQwj0Zs5bv3r3bKRA9PbC8YcOGaDQaGjZsiFartQd4161b16H9nj17AAgKCqJ69epu9eHEiRP2IPSyZcvy0ksvUbt2bYKCgkhOTub8+fPs2rXLnuXqXr/88gsvvvgiNpsNvV7PgAED6NixIyVKlCA1NZWzZ8+ydetW+xGI9z77ueeew2AwoNFoGDJkCE899RT+/v6cOnWKGTNmcOrUKdauXYtarWb+/PkuX0dUVBTPP/88AB9//DHNmjXDy8uLw4cPM2nSJG7evMn06dPp0KGDUzaGefPm2YPQGzduzMCBA6lQoQJ+fn7cvXuX06dP88cff3DixAm3vqZKUlJS6Nu3L9HR0bz11lu0adMGf39/zp49y5dffsm5c+dYvXo1bdu2zfKISCGEEEIUrPTFsBo1alCzZk0AAgIC6NSpE6tXr+bnn39m3LhxTpsG3WGxWAgMDKRLly40a9aMSpUq4e3tzc2bNzl69CizZs3izp07vPfee1SpUsVpXHPr1i1ee+01DAYDRYsW5cUXX6Rx48YEBwdjMBi4dOkS+/btY/369dnql8FgYOjQofbrRo8e7TQPl9vzeEIIIYQovHJrPJTZul1WrFYro0eP5ocffgBgwIABfPPNNw7PTM/u3bJlSzp06ED16tUJDg4mMTGRS5cusWDBAvbv38/vv//Ou+++y/fff5/pMz/77DP27dvHk08+yfPPP0+5cuW4e/cuS5Ys4eeff+bmzZu8/vrrbNy40eE6o9HI0KFDiYuLw9fXlxdeeIFWrVpRrFgxzGYzkZGRHDx40OUYzWKxUL58ebp160b9+vUpU6YMWq2WK1eu8Oeff7Jo0SJiYmIYMGAAe/bsoVixYg7Xb9682R6EXr16dYYMGUK1atUIDAwkISGBiIgIduzYoTh/J4QQQjyIAgMDKVu2LFeuXOHkyZNMmTKFt956y76ZPjtycy0rp2bMmEFycjLPPvssN27coEuXLk4xQN7e3orXLliwgH379tGkSROGDh1KlSpVSEpKYs2aNfzwww8kJCQwfPhwDhw4gE6ny1a/4uPjOX78OACVK1emYsWKOXuBGdzvuCejv//+m+XLl1OyZElef/116tevj81mY//+/ej1eiAtUP3jjz8G0t43b775pj3Z1549e/j666+5e/cun3zyCb6+vi4TQ+SG+4n/slgslChRgm7dutGwYUPKly+Ph4cH165dY//+/cydO5fExEReeukl/vzzT4kDE488CUQX4gHRt29fDh06xMqVK/nss88cBivLli0DoGfPnlkOYkJCQjh27BglSpRwqmvVqhVDhw5lxIgRLFmyhBkzZjBixAgCAgJc3u/kyZNMnTqVIUOG2MsyZmoaMGAAU6ZMwWq1snjxYpdH/y1atAhI20WZnunBXbVq1eLkyZNOR+kAtGvXjuHDh9OnTx9+//13Jk6cSL9+/TKdqDt06BArVqygdevW9rInnniCjh070qZNG86cOcOPP/7I+++/75Rp6p133sFsNqPRaFi+fLnDPerXr89TTz1F+/bt7yvoSgghhBCu1a9fH09PT1JTUx2ymadLL2vatCmQNon0xBNPcOjQIXbt2uUQiB4dHW3P1t20aVO3s2qvWbMGq9WKj48PW7duJSQkxKG+SZMm9O/fn+TkZKcJutu3bzNy5EhsNhtFihThl19+ccqC2aRJEwYPHszVq1ednj1q1CgMBgMqlYqffvqJbt262evq1q3Ls88+yzPPPMOePXtYvXo1GzZsoEuXLoqv49y5c5QpU4ZNmzZRpkwZe3mdOnVo2bIlYWFhGAwGZs+e7RSwlR6EXr9+fdavX+80ZmrVqhWvvPIKMTExLr6KWYuOjsZoNLJ582b7Am16/9q3b0/jxo2Jjo5mzpw5EoguhBBCFGLnz59n3759gPNJf3369GH16tVERUWxfft2OnTokO37t2/fnl69ejktHj7xxBM8+eSTvPzyy3Tp0oWTJ0/yxRdfOI1rNm/eTFJSEpA2zqtRo4ZDfaNGjejduzdffPFFpsf5ZhQfH8/zzz/Pzp07UalUfPHFF7z88stO7XJ7Hk8IIYQQhVNujoeyWrdzxWQy8corr7By5UoARo4cyX//+1+ndhqNhoMHDyoGRTVv3pwBAwbYM6qHh4fz3nvvKWYzT7dv3z7GjBnDBx984FDepk0b9Ho9ixcvZs+ePRw/fpxatWrZ6/fs2cP169cBmDNnDp07d3a4vkGDBjzzzDNMmDDBKWM6wAcffED58uWd5vvq1q3L008/zYsvvsiTTz5JdHQ0s2bNcgpOSp/7Cg0NZcuWLU6Z38PCwhgyZAixsbEOGWSFEEKIB9krr7xi3wQ/fvx4fvzxRzp37kzjxo2pV68eFSpUcGstLTfXsnKqfPnyAPb1q4CAALcTUqWfJjxt2jSHdb7mzZtTtGhRPv/8cy5dusSWLVvo2rVrtvp16tQp+wZCd8Zw7rjfcU9GZ86c4bHHHmPjxo0EBQXZy9Ozv9+5c4ePPvoIgKJFi7JlyxaHcWOjRo14+umn6dixI7du3eLjjz+me/fuFC9ePFde673uJ/5r4MCBjBkzxikOr06dOnTt2pXhw4fToUMHrl+/zpQpU5g9e3aevAYhHhTZ35YkhCgQzz77LDqdjpiYGLZs2WIvP336tP0IkX79+mV5Hx8fH8XFq3QqlYpPP/0UjUZDUlISf/zxR6b3a968ucNk1r3Kly9vX8BbsmSJPVNCRsnJyaxatQqAbt26KQaUZyY4ODjTa/R6vX2yLDIy0r570JWXXnrJYRCSzsvLi+HDhwNpg6czZ8441B8+fJi///4bgP79+yveo2TJkjk+SloIIYQQWfPw8KBevXpA2q78lJQUe53BYODw4cPAv4HoGT++N3B9165d9o8zZlrPyq1btwCoVKmSUxB6Rt7e3k5Hvc2aNYvExEQAJk+enOkkU8bgcEgbixw8eBBIW6TMOHGXztPTk++++84+mZLVpMjEiROdngNpWRjSJ8+UAv7TvwaNGzd2mrjJqEiRIpk+PysffPCBQxB6uuDgYPspOCdOnFBccBRCCCFE4ZCe/VOtVtOrVy+Huvbt2xMcHOzQLrtKlSrlMoMVpC00pi+i7tmzx2mjXPq4JjAw0CkIPSOdToefn1+W/bl9+zZPPfUUO3fuRKfTMXv2bMUgdMj9eTwhhBBCFE65OR7Kat1OSVJSEn379rUHoY8bN04xCB3Sxh9ZZeYcM2YMwcHB2Gw2lycCpqtdu7bLJFZvvvmm/eOM83Tw7xgNsGfYdNVfpTXErALlatSoYT/BWek1pD//iSeecApCzygwMNDt5BZCCCFEYffqq6/ywgsv2D+/evUqc+bMYdiwYdSrV49KlSoxcOBAVq1ahdlsVrxHXqxl5beQkBCmTJmimA3+1VdftQcu3zt+cUfGeanMMpNnx/2Oe+41efJkhyD0jBYvXmxP6PDJJ58ojhvLly9vH2umpKSwYMGCLJ+ZUzmN/wIoV65cpslgS5cuzRtvvAHApk2bFOPhhHiUSCC6EA+IIkWK2LMchIeH28vTJ52qVavmkMHTXSaTiWvXrnH27FlOnTrFqVOnuHHjhj0oKKvM3e5kLx88eDCA/ViXe61evZqEhAQA++DmfhgMBiIjIzlz5oz9NWX8gZ9VIHqfPn1c1mX8Gl+6dMmhLuNiX//+/V3eo1u3bpKdSgghhMhD6YtPJpOJ/fv328sPHTpEamoqOp2OBg0a2MubNGkCwN69ex3GDBkDrJs3b+7289ODhc6ePcuhQ4ey1fdNmzYBaQFTPXr0yNa1v//+u/3jzDKAly9f3j7psmfPHgwGg2I7f39/p2xSGaWPi+7evUtsbKxDXfrXYNOmTdy5c8ed7mebSqXKdCya3j+bzcbly5fzpA9CCCGEuD82m80+z9WyZUtKlizpUK/T6ejZsyeQthCWG5vLkpKSuHz5MqdPn7bPG2VcVLp33ih9XBMbG8v69evv69lXrlyhU6dOHD16FG9vb5YsWcJzzz3n9vX3O48nhBBCiMInt8dD2T11+O7du/To0YNt27ah0WiYNm2aQwB4VqxWKzdu3OCff/6xj0/Onj1LqVKlgKzHJ88995zLwKiqVavag7zvXZPLuFlv8eLFbvfXldjYWC5evOgwRkxfyztz5gwmk0nx+bt37+bixYv3/XwhhBDiQaBSqfj6669Zs2YNTz75pFOQbkxMDOvWrWPIkCE0a9aMo0ePOt0jt9eyCkL37t2dEk2l8/f3p3LlyoDz+MUd6cmqgEwTK9yP7I57MipTpkyma6bp318fHx+nDZYZ9ezZE39/f4dr8kJO47+UxMfHc+nSJYevW/r3KD4+XtYixSPPdWo6IUSh07dvXzZs2MDmzZuJjY3Fz8+Pn3/+Gcj8h+e9TCYT8+fPJzw8nGPHjmE0Gl22vTcL1L0yHoPnSteuXQkODubOnTssWrTIabfZokWLAChbtqzT8cfuSkpKYtasWaxcuZIzZ87Yj6pRktVrqlq1qsu6jLv6Mg4AIe2IHEjLWJFZ9lKdTkft2rX566+/Mu2HEEIIIXImLCyML7/8EkhbDEofX+zZswdIm1jw8vKyt0/PiB4TE8Pp06ftR++lt/f393drzJOuV69eTJ06FYPBwJNPPkm7du3o0KEDTZo0oXr16ooZEgDMZrN9PNG4cWOX7Vw5ffo0kDYWSc8K70qDBg347bffMBgMnDt3TjG7Z+XKlTPtQ8ZsUomJiQ6fP//88+zatYsLFy5Qt25dunXrRuvWrWnSpAlly5bN1utyJTg42J4RzJ3+CSGEEKLw+euvv4iMjARcz2316dOHOXPmkJqayqpVqxwyb7nrzp07zJgxg7Vr13L+/PlMMxTdO2/UpUsXAgMDiY2NZcCAAYSFhdGpUyeaNWtG7dq1Mz39JaOIiAg6derE9evXCQwMJDw8nMaNG2d5XW7O4wkhhBCi8Mnt8VB25rCioqLo0qULp0+fxsPDgx9++IGnnnoqy+tsNhvLly9n4cKFHDp0yOFEwntlNT6pVq1apvWBgYEkJiY6ze00adKEihUrcuHCBT744AOWL19O165dadasGfXq1XMZHJbRyZMnmTlzJr/99htRUVEu21mtVmJjYx2ykvbr14+lS5cSExND06ZN6dy5M23btqVJkyZUqVIly2cLIYQQD7JWrVrRqlUrEhMTOXDgAIcPH+bIkSPs2rXL/rM/IiKCbt26sWXLFh5//HH7tbm9llUQ3Bm/QM7WpjKetJKcnJzt6125n3FPRll9D9K/vzVr1sx0PKbX66lduzY7d+60r43mhZzGf6W7cuUK06ZNY9OmTfYxuyt37tyhfPnyOeqnEA8DCUQX4gHSqVMngoKCuHv3LqtWraJs2bLcuHEDtVrtdoaDu3fv8swzz3DkyBG32mc2eQQoHmd3L71eT79+/Zg+fTq//vorsbGx9usuXrxoD/J6/vnnc3Q83eXLl+nevbvbu8uyek2Z7SrM2L97g93v3r0LgJ+fHx4eHpk+o3jx4ll1UwghhBA51LBhQ3Q6HSaTySGrefrH6YHn6YKDg6latSoRERHs3r2b6tWrEx8fb8/Y1LhxYzQajdvPr1KlCj/++CNvvPEGMTExbN68mc2bNwNpY6fWrVszYMAA2rdv73BdTEwMVqsVSDvWL7syjkWyWmzLeP/06+6VMVhfScYg9XvHRf379+fy5ctMnTqV+Ph4lixZwpIlSwAIDQ2lU6dODBkyxB70nxP30z8hhBBCFA7pJ/15e3u7DHpq0KABlSpV4vz58yxdujTbgehHjhyhZ8+ebgdp3ztvFBQURHh4OC+++CJXr15l586d7Ny5E0jL7tS8eXP69u3L008/nekmvlWrVtk//vLLL90KQs/teTwhhBBCFD65PR5yZ90u3fbt2+0fjx492q0g9NTUVAYOHMjWrVvdekZW45Os5nfS1+XundvR6XQsW7aMF154gVOnTvH333/z999/A+Dh4UGjRo147rnn6Nu3L3q93um+CxYs4O2338ZsNufodbRs2ZKpU6cyduxYkpKSWLVqlX28V7x4cdq3b8/gwYPdGvMJIYQQDypfX1/atGlDmzZtgLSESxs2bOCDDz7g2rVrJCQk8MEHH7B69Wr7Nbm9llUQ3F2fysnaVPqpdwC3b9/O9vVK7nfck1F65nRX0r9PRYsWzfI56d/fuLg4bDZbjuLFspLT+C+ArVu3MnjwYLc3BMi8nHjUZS/FnhCiQOn1evvxe8uWLWPZsmUANG/enDJlyrh1jzFjxtgXr7p27crSpUs5duwYN27c4O7du8TGxhIbG2u/X2YZogC3M3WmH6mTmprKihUr7OWLFi3CZrOhVqvp37+/W/e61yuvvMLly5dRqVQMGDCAVatWcfLkSaKiouyvKeNiY1av6X7lxeBICCGEEO7z8fGxn05y8OBBTCYTFouF/fv3A86B6BnL0oPV9+7daw8Kb9asWbb70LVrV44ePcq0adPo0aOHfTIlNjaW1atX06tXL3r37p0nkxKFZSzy4Ycf8vfffzNu3Djatm1rz+IQGRnJnDlzCAsL4/PPPy/gXgohhBCioCQlJbFu3TogLcNTmTJlCAwMVPxz/vx5APbt22f/2B1Go5EXXniBmJgYdDodI0aMYP369Zw9e5aoqCj7PFjGQG+leaPGjRtz6NAh5s2bR58+fQgNDbW/hs2bNzNkyBA6dOhAdHS0y760a9fOPh56//337ZseM5Pb83hCCCGEKFzyYjyUnRP2mjRpYp+zmjx5Mn/++WeW10yePNkehB4WFsb8+fP5+++/uXbtGjExMfbxSfpcW16OT6pWrcrOnTsJDw9n8ODB9kzkBoOBv/76i5EjR9KsWTMuXLjgcF1ERIQ9GKtYsWKMHz+eP/74g4sXL3L79m37a5g2bZr9GqXXMWTIEI4dO8akSZPo3LmzPavmrVu3WLJkCU8++SRvvPGGfY5RCCGEeNhptVq6d+/O8uXL7RvBduzYoRhEXljWsgqb6tWr25NjuZuYIDO5Ne5J527irgf9+3vnzh2GDRtGcnIyvr6+vP/++2zdupVz585x69Yt+9dtzZo19mtkXk486iQQXYgHTN++fYG0iaa1a9c6lGUlPj7evhu/d+/eLF68mM6dO1O2bFm8vLwcBgKxsbG52u+qVavaJ50WLlwIpB3pkh5M37p1a/siXnZERETYM6q/8847TJ8+nTZt2lC6dGk8PDzsryk/dkemZ5mIj4/HYDBk2vbWrVt53h8hhBDiUZYePJ6SksLhw4c5duwYCQkJqFQqmjRp4tQ+vSx9XJExk3pYWFiO+uDn58fAgQOZP38+Z8+e5dChQ3z66af2Y9m2bNnC+PHj7e2DgoLsi4WZHYvnSvpiV3x8PKmpqZm2zXj/jEfP5bYyZcrw5ptv8ssvv3D58mW2bdvGqFGj8Pf3x2azMXHiRDZs2JBnzxdCCCFE4bV27docHVGcnjXUHTt27ODSpUsATJkyhU8//ZSwsDBCQkIcTrNzZ97Iw8ODnj17MmvWLI4fP86JEyf4+uuvqVmzJgCHDh1i1KhRLq9v0KABy5cvx8fHhzt37vD0009z8uRJl+0Lch5PCCGEEPkjP8ZDmalQoQJr166lePHipKSk0Ldv30yD0W02m32Nr2nTpqxbt44ePXpQoUIFfHx8HILg82t8olarefLJJ/nmm284cOAA//zzD7Nnz7avSZ47d44hQ4Y4XLNkyRLMZjMajYb169fzxhtvUKdOHYKCgtDpdNl6DcHBwQwfPpylS5dy4cIFdu3axUcffWQ/GXnhwoXMnj07916wEEII8QCoUaMG9evXB9Ligi5evGivy621rPRxR1YbvtzNZl1Y+Pv7U6tWLSBtHJOdhAxKcnPc447075M72dzTv78BAQGFLnB9zZo1xMXFAWkJVt9//30aNmxI0aJFHU7bkTk5If4lgehCPGAaNmxI5cqVgbQd/T4+PnTv3t2tay9cuIDJZALgmWeecdkuIiIiRxNfWUnPin706FFOnDjBtm3buHbtGgADBgzI0T1Pnz5t/ziz15R+HF9eql69OpA20M1sZ6LZbOb48eN53h8hhBDiUZYxi/nu3bvtgeWPP/644hHF6YtTN27c4MKFC/aAdG9vb+rWrZsrfapUqRIjRozgjz/+sC9GZTyOUKfT2ccTGTOyu+vxxx8H0sYiWY19Dh06BKQFVKWPLfOaRqOhfv36fPLJJw4n5GT8GgghhBDi0ZEeQBUcHMzcuXOz/FO7dm0Ali9f7naGobycNypTpgwvvPAC27dvt4/hNm3alOmJN82aNXMKRj916pRi24KexxNCCCFE3suP8VBWqlWrxrp16+zB6P369WPHjh2Kbe/evWsPGOrRo4fL7OuJiYn8888/udK/7CpWrBi9e/dmw4YNtGvXDkhbl8yYFT19jFizZk2qVq3q8l7ZHSOqVCpq1KjBe++9x5YtW+wbH2XuSwghxKOoZMmS9o8zBhnn1lpW+qlzWQUCR0REZFpf2AKgAfr37w+kbQL8/vvv7+teeTXucSX9+3vixIlME3gajUaOHTsG/BtrVZikf92CgoJo3bq1y3b5EYsmxINCAtGFeAA9//zzeHh44OHhwdNPP20fYGXFbDbbP85s19+8efPuu49KevToQUBAAJCWAWDRokVA2g/url275uieFovF/nFBvKaMMg4+MstG8euvv8quOCGEECKPNWnSxL4YljEQPWOAekbly5enVKlSAGzbts0+cdCwYUOHjAC5ITAwkCeeeAJIO9oto06dOgFpAfHpGTDd1aZNG/vH6eMsJZcvX+b3338H0gLwM2YDzS+NGjXC29sbcP4aCCGEEOLhFxkZyV9//QVAt27dePbZZ7P8069fPwCuXLnCzp073XqOO/NGVquVn376KcevRa/X2zc1ms1m4uPjM20fFhZmD0aPjo6me/fuDgHz6Qp6Hk8IIYQQeSu/xkPuqFatGmvXrqVYsWIkJyfTt29fe98ycnd8smDBAoe2BUGlUtGyZUv75xnnn9LHiJm9hps3b7Jx48YcP798+fL2UxFl7ksIIcSjxmaz2ZM3qlQqypYta6/LrbWs9J+zR48edblB7/bt25me9gLg6ekJpAVGFxYDBgygRIkSAMydOzfL15DRmjVrSEpKsn+eH+OejNK/v0lJSfzyyy8u261evdo+h5bxPVFYpH/dDAaDy8RhycnJhIeH52e3hCjUJBBdiAfQ22+/TVRUFFFRUcycOdPt6ypWrGjfzbd06VLFwdjGjRuZM2dOrvU1Iy8vL3r37g1AeHi4fSDTu3fvHAdAVaxY0f7xkiVLFNvMnTuXDRs25Oj+2VG/fn17UNnChQsVM0ZERUUxduzYPO+LEEII8agLCAigZs2aAOzbt4+9e/cC/2Y+V9KkSRMAZsyYYZ9wchW4npl169Zluuns7t279gm4cuXKOdQNHz7cvsnwvffe4+jRoy7vc/XqVYfP69WrZz/qcOnSpWzZssXpGoPBwIgRI+yLgcOHD8/y9eTEsmXL7Bk8lezZs8c+6XXv10AIIYQQD7/w8HD7vNTTTz/t1jXdu3d3mNdyhzvzRuPGjct0zLVt2zZu3Ljhsj41NdV+mo6fnx/BwcFZ9issLIzw8HC8vb3twehnzpxx6ntBzuMJIYQQIm/l13jIXY899phTMPq9we5Fixa1J5xasWKFYpbLw4cP89lnn+Vq35Ts3r2b8+fPu6y3Wq32oK17A+DSx4jnz59n3759TtcmJyczbNiwTE+6+eWXXzIN6Lp06ZI9C7vMfQkhhHgYJCYm0rZtWzZs2OCw8V/JZ599Zv852LRpU4e5ktxaywoLCwPSgqiXLVumeI/XXnuN1NTUTPsaEhICwMWLFzNtl5+8vLyYPXs2Go0Gq9VKv379Mg3qBoiOjubdd99l8ODBDutzuTHuyY7+/fvj4+MDwCeffMLly5ed2ly+fJmPP/4YSHutgwYNypVn56b0r1tycrJi4jCLxcLIkSMznTMU4lGjLegOCCHyT5EiRejYsSObN2/mt99+45lnnmHo0KGULVuW27dvs3btWpYsWUL58uWJi4sjOjo61/swcOBA5syZ4xCcNXDgwBzf74knnqB69eqcOnWKH3/8kdjYWPr06UOJEiW4du0ay5cvZ82aNTRp0sQegJaXpkyZQqdOnTCbzTz33HO8+uqrdOzYEU9PTw4dOsRXX31FdHQ0NWvW5MSJE3neHyGEEOJR1qxZM44dO+aQlTKrQPRffvmFS5cu2cvSJ7Ky4/vvv2f48OF06NCBli1bUrVqVQIDA4mPj+fEiRPMmTOH27dvA/Diiy86XFu8eHGmTp3KSy+9RExMDB07dmTAgAF07NiREiVKkJqaSkREBL/99hsbNmyw3yfdN998Q7t27TAYDDz//PO8+OKLdO3aFX9/f06fPs20adM4deoUkHZaTZcuXbL9+tzxyiuv8PHHH9O1a1caN25MxYoV8fT05M6dO+zevdseMKXVahk8eHCe9EEIIYQQhVf6AmFQUJBDpsrMlC5dmgYNGnDgwAHWrl3Ll19+aV/YcqVdu3YUK1aM27dvM2HCBK5cuUK3bt0IDg7mwoUL/PTTT/z555+ZzhutWLGCFStW0KpVK9q2bUv16tUJCgoiOTmZf/75h7lz59rHV4MGDUKrdW/KvXnz5oSHh9OnTx9u377NU089xa+//kq1atWAwjGPJ4QQQoi8k1/joex4/PHHWbt2LU899RTR0dH06dOH5cuX2+fH1Go1vXv3Zs6cOZw8eZJOnToxYsQIKlWqRHx8PFu2bGHu3Ln4+PhQokQJzp07l2t9u9eff/7Jl19+SZMmTejYsSM1a9akaNGiGI1GLl26xMKFCx0yzqcHmQH07duX2bNnY7Va6d27NyNHjqRJkyZ4enpy5MgRZs6cyfnz5zMdI/7f//0fo0aNonPnzoSFhVG5cmV8fX25e/cuhw8fZvbs2fYgsKFDh+bZ10EIIYTIT4cPH+b555+nRIkSdOnShYYNG1KuXDn8/PxITEzk5MmTLF++nP379wPg4eHBp59+6nSf3FjL6tOnDxMnTiQuLo5Ro0Zx8eJFOnTogEaj4cSJE3z//fecOXOGhg0bcuDAAZevqXHjxvz1118cPnyYqVOn0r59e/v4ytPT036acn5r2bIl06dP58033yQ5OZmhQ4cyffp0nn76aWrXrk1QUBBJSUlERkayfft2NmzYQGJiotN9cmPckx3BwcF8+umnjBo1iqioKNq0acOoUaPs67N79+5l6tSpxMTEADB+/HiKFy9+38/Nbc888wzjx4+3b4o4fvw4bdq0sb9HZ8+ezZEjR/ItFk2IB4EEogvxiJkyZQonT57k6tWr/PHHH/zxxx8O9WXKlGHx4sU899xzefL82rVrU7duXf7++28A6tSpY89WmhMqlYrvv/+e7t27Exsby6pVq5x2o1WvXp358+fz2GOP3Vff3dGgQQO+//57XnvtNQwGA19//TVff/21vV6r1TJlyhT27t0rgehCCCFEHmvWrBnff/+9/fNy5cplOmF0b5C6h4cHDRo0yNGzU1JSWLt2LWvXrnXZ5uWXX1bM4pA+Dhs1ahRJSUnMnTuXuXPnuvXcmjVrsnz5cgYPHkxsbCyzZs1i1qxZTu26d+/u8LXJC7dv32b+/PnMnz9fsd7Ly4tvvvnGfqKMEEIIIR4N+/fvtwcldenSxe3AbUgbwxw4cIDExETWrVtH3759M23v4+PD999/T//+/UlNTeXHH3/kxx9/dGjTvHlzvvzyy0w3LJpMJn777Td+++03l2169OjBf/7zH7dfC0CLFi1YtmwZffv2tQejr1u3zh6MXtDzeEIIIYTIG/k5Hsqu9GD07t27OwSjp58aOHbsWPbu3cvx48f5+++/GTZsmMP1QUFBLFiwgM8++yxPA9EhLev57t272b17t8s2YWFhTJs2zaGsXr16fPDBB3z++efExcUxfvx4p+tef/11Hn/88UwDi+Lj4wkPDyc8PFyxXqPR8J///CfPEkEIIYQQ+Umr1RISEkJUVBQ3b95k3rx5zJs3z2X70qVLM3PmTOrWretUlxtrWcHBwUyfPp0hQ4ZgMBiYNGkSkyZNcujvxIkTiY6OzjQQfejQocydO5e7d+8ybtw4xo0bZ68LCwtj/fr1Lq/Na/369aNChQqMHj2aY8eOcfjwYQ4fPuyyfXBwMGPGjMHf399ellvjnux44YUXiI+PZ9y4ccTExCjOl2k0GsaOHes0liwsSpcuzZQpUxg5ciSpqalOsV8APXv2ZPDgwW6fbiTEw05d0B0QQuSvMmXKsGPHDkaOHEnlypXx8PDA39+fmjVrMmbMGHbu3JnnAdt9+vSxf3w/2dDT1a5dm7/++ouhQ4cSGhqKTqcjKCiI+vXrM378eLZv306JEiXu+znu6tWrFzt27KBPnz6ULFkSvV5PqVKleOaZZ9i0aZNk/RRCCCHySVhYmP24YkjLeJ6ZGjVqOE3OeHp6Zvu5c+fO5dtvv6V3797Url2bEiVKoNPp8Pb2pmrVqgwcOJCtW7cyceJEh/5l9Nxzz3HkyBFGjx5N/fr1CQoKQqPR4O/vT506dXjttdf4/fffFa9t1aoVhw8fZvTo0dSpUwd/f3/7eKR79+4sX76cBQsW5Oi1uWvPnj3897//pXPnzjz++OMEBwej1Wrx9/enbt26vPXWW+zfv5/evXvnWR+EEEIIUTgtXbrU/nF2F2oyts94n8y0a9eO33//nd69e1OyZEl0Oh1FixYlLCyMb775hrVr1+Lt7e3y+s8//5zZs2czcOBA6tWrR+nSpdHr9Xh5eVGhQgWee+45Vq5cyfz58/Hw8MjW64G0DFfLli3D29ubW7du0b17dyIiIoDCMY8nhBBCiNyX3+Oh7KpevTpr166laNGiJCYm0rt3b/bs2QNAQEAAmzdv5qOPPqJ69ep4enri6+tLtWrVeOONN9i5c2eOThjMrpEjR7Jw4UKGDRtGo0aNCA0NxdPTEw8PD8qUKUO3bt2YP38+v/76K4GBgU7XjxkzhuXLl9O2bVsCAwPR6/WULl2ap556ilWrVjFhwoRMn79u3TomTpxIjx49qFGjBsWLF0er1eLn50eNGjUYPnw4u3bt4s0338yjr4AQQgiRvzw9PTlz5gxbtmzho48+4sknn6RixYr4+Pig0Wjw8/OjUqVKdO/enRkzZnDgwAFatWrl8n65sZb11FNP8dtvv9GjRw+KFy+OTqejZMmS9OzZk82bN/PSSy9l+bpKlSrF9u3bGThwoP1038KkSZMm/PnnnyxfvpwXX3yRGjVqULRoUfuaW7Vq1ejTpw/z5s3j1KlTDB8+HLXaMRz0fsc9OTFy5Eh2797N0KFDqVy5Mt7e3nh7e1OpUiWGDBnCzp07eeutt3L9ublpwIABbNy4ka5du1K0aFF0Oh0lSpSgffv2/Pjjj8ybN8/pay3Eo0wVGxtrK+hOCCEeLSNHjmTBggV4eXlx5swZAgICCrpLQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEECIbZFuGECJfJSYmsmrVKiBtd6IEoQshhBBCCCGEEEIIIYQQQgghhBBCCCGEEEI8eCQQXQiRr+bNm0dCQgIAL774YgH3RgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEELkhLagOyCEeLiZzWauXLmCwWBg9+7dfPHFFwCEhYXRuHHjAu6dEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhMgJCUQXQuSpa9euUa9ePYcyb29vvvzyywLqkRBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYS4X+qC7oAQ4uGmVqsJDg4mODiYqlWr0qtXL7Zu3Ur16tULumtCCCGEEEIIIYQQQgghhBBCCCGEEIVeeHg4o0aNonXr1hQvXpzAwEAWL17s1M5kMrFmzRpeeeUVGjVqROnSpSlTpgzt2rVj7ty5WCyWAui9EEIIIR5mqtjYWFtBd0IIIYQQQgghhBBCCCGEEEIIIYQQQgghhLNatWoRGRlJcHAw3t7eREZGMmPGDPr37+/QLiIigkaNGuHr60vLli2pUqUK8fHxbNq0iRs3bvDkk0+ybNkyVCpVAb0SIYQQQjxsJCO6EEIIIYQQQgghhBBCCCGEEEIIIYQQQhRS06ZN49ixY5w/f56hQ4e6bOfr68vkyZM5e/YsS5YsYdy4cUydOpWDBw9St25dNm/ezJo1a/Kx50IIIYR42EkguhBCCCGEEEIIIYQQQgghhBBCCCGEEEIUUq1bt6Zs2bJZtitVqhTDhg3Dx8fHodzHx4cRI0YAsGvXrjzpoxBCCCEeTRKILoQQQgghhBBCCCGEEEIIIYQQQgghhBAPMZ1OB4BGoyngngghhBDiYSKB6ELkg9TUVC5dukRqampBd0U8guT9J4QQ4mEiP9dEQZP3oBAPv/DwcEaNGkXr1q0pXrw4gYGBLF682KmdyWRizZo1vPLKKzRq1IjSpUtTpkwZ2rVrx9y5c7FYLAXQeyHcJz/TREGT96AQQoiHifxcEwVJ3n9CCHctWrQIgLZt2xZwT4RwTX6uiYIk7z8hckZb0B0Q4lFhMpkKugviESbvPyGEEA8T+bkmCpq8B4V4uE2YMIHIyEiCg4MJCQkhMjJSsd3FixcZPHgwvr6+tGzZks6dOxMfH8+mTZt455132LJlC8uWLUOlUuXzKxDCffIzTRQ0eQ8KIYR4mMjPNVGQ5P0nhMjK/Pnz2bp1Ky1btqRjx45uXSOBmKIgGI1GTCYTRqOxoLsiHkHy/hO5wdPTs6C7kO8kEF0IIYQQQgghhBBCiP+ZNm0aFStWpGzZskydOpVx48YptvP19WXy5Mn069cPHx8fe/mECRPo1q0bmzdvZs2aNfTo0SOfei6EEEIIIYQQQgghhLNNmzbx3nvvERoayuzZs92+7ubNm7LRRRSYqKiogu6CeITJ+0/klE6no3z58gXdjXwngehCCCGEEEIIIYQQQvxP69at3WpXqlQphg0b5lTu4+PDiBEjGDZsGLt27ZJAdCGEEEIIIYQQQghRYLZs2cLgwYMpXrw469ato0SJEm5fm522QuQWo9FIVFQUISEh6PX6gu6OeMTI+0+InJFAdCGEEEIIIYQQQgghcpFOpwNAo9EUcE+EEEIIIYQQQgghxKNq8+bNDBo0iODgYNatW5ftDK2enp550zEh3KDX6+U9KAqMvP+EyB4JRC8kzFYbWrWqoLshhBBCCCGEEEIIIe7TokWLAGjbtq3b16SmpuZVd/KVzWYDQKWSea7Czmg0OvwtRH4zpiSjTk3GFHcXVYr7GaZseg/QyNKGSCOLwoVfeHg4e/bs4ciRI5w6dQqj0ciMGTPo37+/Yvv4+Hi++OIL1q5dy61btwgJCaFHjx6MGTMGX1/ffO597rLabKhljCSEEEKIfJIehB4UFMS6deuoWLFiQXdJCCGEEA+pR262Vrt+KZY6TbGVLl/QXQHgRIyJETvvciLGRI0gHa/W8KV3RS80EpQuhBBCCJEtMakW3tgVy183DBTxVPNpwwC6lvMq6G4JIYQQ4hEzf/58tm7dSsuWLenYsaPb1928eROTyZSHPct9BitcSFZxNlFNRJKas4lq/klSY7RBo0ArYyoZKe1pK+huiixERUUVdBfEo8Rmxf/cCYrt/40iV/6hlMWc7VtYNVoSy1bhdqP2xFeuCSp1HnRUPAh0Ol22MzqK/DdhwgQiIyMJDg4mJCSEyMhIl22TkpLo2rUrx48fp23btvTq1Ytjx44xbdo0du3axYYNGwp280FiPB5LZqA98Cc2H1+MfV7B3LR9lpctiEji87/juWuw8mxFbyY3CcRLK+uAQgghhMg7W7duZdCgQQQGBrJu3ToqVapU0F3KFftvGXhjZyyXE800L+HBpCaBVPR/5ELfhBBCiELnkftp7LFxGarls7CULo+5URvMjVpjK1WuQPpistp4ZnM0t1OtAByLMfHqX3f55ngCH9Xzp1tZT8keJYQQQojCLS4GAooUdC8AGLkrlvVX0jKJxpssDP0zhkM9Qyjj+8gNeYUQQghRQDZt2sR7771HaGgos2fPzta1JUqUyKNe5Y5Yo5WTdy2cuGvmxP/+/ifegtlFnPmeuxpePulNeBt/HguQ8VhhZDQaiYqKIiQkBL3e/WzUQuSIyYjH3m14/fYL2puug1DdobaY8b94Gv+LpzGXLEtK+2cwNG4HOnkfC1EYTZs2jYoVK1K2bFmmTp3KuHHjXLb95ptvOH78OKNGjeKTTz6xl3/yySd8/fXXzJw5k7fffjsfeq3MY8UP6HZtBkBlTMXz+wkkh1bEWsZ1dtFdNw2M3BVr/3zxP8l4a1V82SQwj3srhBBCiIfNggUL2LNnDwCnTp0CYOHChezcuROApk2bMmjQICIiIhgwYAAGg4HmzZuzYsUKp3uVLVvW5Qk1GWk3LMPcqTeoC34DcILJSo/Nd0j+32TUb9cMjNh5lw2di0pslRBCCFHAHtlVIM21S2hW/YjHqh+xlKmIuVHrtKD0kmXzrQ97o4z2IPSMzsSaGbg9hnpFdfynvj+tS8nRkkIIIYQonHRbf8HUa1hBd4Mkk5XNV1MdygwWWPRPMu/X9S+gXgkhhBDiUbJlyxYGDx5M8eLFWbduXbYDyws0u6eC60kWlp1P5vBtI8diTFxJtGT7HlEpNnpuS+CXjsHUKSoBooWVXq8vdO8/8RCJj0W3bTW6batRJ8Tm+u21N67gt/AbfNYswNSuB6Z2T4NfYK4/RwiRc61bt3arnc1mY+HChfj6+vLee+851L333nv88MMPLFiwoOAC0c0mtDs3OhVrd2zE+PwIl5etvpjiVPbT2SQ+rOtPkEfBB3QJIYQQ4sGxZ88eli5d6lC2d+9e9u7da/980KBBREVFYTAYAFi5cqXivcLCwtwKRPfYsBT8AjC36HwfPc8dWyJT7UHo6fZEGTlx10ytIroC6pUQQggh4BEORM9Ic/UCmqsX8PhlHpbQSv8GpZcIzdPn3kjOfAHvcLSJHpvv0LKkBx/X86dhcVmwE0IIIUThotu1FVPHXuAfWKD9iE61YnLe38ffd0z53xkhhBBCPHI2b97MoEGDCA4OZt26dZQvX76gu3Rfjt0x0nVjNAkmF+nOsyHGYKX7pmjCOwTTNMQjF3onhHgQqG5cQb/pZ7S7NqMyGfP8eer4u3is+hH9r4sxN38S45PP5WvSGSHE/Tt//jw3btygXbt2+Pj4ONT5+PjQuHFjtm3bxtWrVylTpky+9099/Qoqk/M8k/rapUyvi0xyXgs0WmHlhWSGPe6bW90TQgghxCPgu+++47vvvsuyXYsWLYiNjc215+rDZ2Gu1xx8/HLtnjlxXWFcBbD/lkEC0YUQQogCJoHo99BEnkcTeR6PlXOxlK2EtXJNbNk8wsUWUARzg5bYSpfPtN1dg0K0lIIdNwx0WH+bzqGejK3nTw0ZQAkhhBCikFCZUtFvXYnx2RcLtB+xRuVx1dHovA94EEIIIcSjLT0IPSgoiHXr1lGxYsWC7tJ9+/JoQq4EoaeLN9noufkOS9oVoU1pybwtxEPLZkN99ij6jcvRHtldIF1QmYzofl+H9o9fsdRphrFTb6zVaoMc0y5EoXf+/HkAl2OpihUrsm3bNs6fP18wgeiR55XLr1/O9LroVOWAqWXnJRBdCCGEEA8GdUIs+pVzMQ4aVaD9cLUWuO+WkRcfy+fOCCGEEMKBBKJnQnPlPJoryhNLWdH/upjUt7/A8nhdl21cDZJc2RiZyqbIVJ6r6MUHdf2p4C/fPiGEEEIUPN1vv2Ds0he8fLJunEfijMqBUjdTrNxMtlDCW5PPPRJCCCHEo2Dr1q0MGjSIwMBA1q1bR6VKlQq6S7niSA5PlSntrcFTC+fjnQOuUiw2+vx2h3mti9CtnNf9dlEIUZiYzWgP/IluUziaSxFuX2YJKkr0Y/XxDS6GVuveXLfKaEC79zfUMbczb2ezof17F9q/d2GpUA1Tp96Yn2gK6nwISNfowM3XI4T4V3x8PAABAQGK9f7+/g7tMpOampp7Hfsf74tnFcvVMbdIjb0Lnsrjm1suTkc+eNvEiVtJVPaXOauHhdFodPhbiPwk7z+RGzw9ZeO4cE23fQ3mFp2xVqhWYH2IdbEWuP+W/N8nhBBCFLRHbjY0deAodLu3oDl+AJXFnGfPURkN6H5dkmkgursZ0TOyAcsvpPDLxRQGVfXh3Sf8KOUjk1RCCCGEKDiq5CR029di6tqvwPoQm8m46sgdI528JdhJCCGEEO5ZsGABe/bsAeDUqVMALFy4kJ07dwLQtGlTBg0aREREBAMGDMBgMNC8eXNWrFjhdK+yZcvSv3///Ot8LrmTmvmclVoFVfy11A7WUauIzv53sKeGFLONF36/w+arBqfrjFYY/HsM37UIoncl77zqvhAiH2lOHsJj3peoo2+6fY2lXBVMnXqT+ERTrl+/QWhoaLaCXozPvoh2/+/oNi1Hc/mfrPt48Sya78a7ff/7ZdNosVaqjrFDTyz1m4PmkVuGEaLA3bx5E5MpZxvrXKl0/rTLuuhjh0gpWU6x7naKF6C8CeaHo7cZUT53+ykKXlRUVEF3QTzC5P0nckqn01G+fPmC7oYoxFQ2Gx4LvyZl7AxQqwukD67WAi8lWIhKthAiSamEEEKIAvPIzYBaGrfB0rgNJCWg/Xs32v2/ozlxME+C0jUXz2RarxSI7qtV8WE9f6YcTeBOJgFVZhvMO5vEknNJfNkkkIFVCy4DqRBCCCGEbvNyTB16gt6jQJ4fl8lJM0eiTXQKlUB0IYQQQrhnz549LF261KFs79697N271/75oEGDiIqKwmBIC7ZeuXKl4r3CwsIeuED0JJOVZLNzhqkGxXQ8X9mH2sE6qgdp8dYqLzp6aVUsbBvM8B13WX0pxaneYoOXd9wlyWRjyGMynyXEg0y7czMe8yahsihn+72X+YkmmDr3wfJYHVCpIKcZi7VazM06YG7aHs2ZI+g2hqM9ujfr6/KJymJGE3EMr4hjWIuWwPRkL0wtuoCXbMARIjPpGc/j4uIU69Mzoae3y0yJEiVyr2P/4xt9w2VdaasBQ2ioU3my2UaKNcbldVtiPPg0LARNfpzWIPKc0WgkKiqKkJAQ9Hp9QXdHPGLk/SfyU61atYiMjFSsCwsLY/369Q5lN27c4Ouvv+aPP/4gMjISHx8fKlWqxAsvvMBzzz2HRuNe8HDXrl3ZtWuXYl1oaCjHjx/P3gsR2aY5fxrtjg2YW3crkOdntha4/7aRp+QEPiGEEKLAPHKB6HY+fpibP4m5+ZP/C0rfhXb/H2hOHHB74jwrqqQEMJtAq1OsV9qtV8RTzWs1fBlY1ZvvTiYy/UQi8Sbl42UAUi3wxq5YAvRqupeXQZUQQgghCoY67i7avzZibtejQJ6faSD6HcksJYQQQgj3fffdd3z33XdZtmvRogWxsbF536F8Fu0iG/rT5b0Y6mbguF6jYm6rIHx0Khb/k+xUbwPe2hNLosnKG7X87qe7QoiCYLOh27AMj+Wzsm6q02Fu9iTGTs9hK6WcLTjHVCosj9fF8nhdVNcvo9/0M9rdm1Hlchbk+6GOvonH4unoV/2IqU13TO17YitSrKC7JUShVKlSJQAuXLigWJ9ent4uM9k5ZcEdqrgY1PF3XdZ7RN9ApfDMW4mZJ8G6nmzlQKyK1qVyt7+iYOn1+lx/DwrhLnn/ifzi7+/Pq6++6lRetmxZh88vXbpEu3btiImJoV27dnTq1ImEhATWr1/PK6+8wo4dO5g5c2a2nj1mzBinsoCAgOy9AJFjHj/PxtygBfjm/9c8NrNA9FsSiC6EEEIUpEc3ED0jHz/MzTthbt4JEuPRHt6F9sAfaM6dBIObWVmsVlQ250GPKv4utiLFFS+JNToHmAd5pGWT8tOpGV3Hn2GP+fDN8URmnU4kNZP4+LEH4ngy1BMPjWRNEEIIIUTB0G9YirlVN9Dm/xBTaVyV7ugdYz72RAghhBDiweYqEL2oZ/aON9aoVUwLC8RHq2L26STFNh8fjCfBbOODOn6oVDKnJcQDwWpFv3QG+i3KJ0Gks/kFYGrbA1P7Htj8g/K8W7ZS5TAMfRdjrxfR/bYa3fbVqBKUsyoXBFVyEvr1S9FtWo65cTtMnXtjLVu5oLslRKFSqVIlSpYsyb59+0hKSsLH598NcElJSezbt49y5cpRpkyZfO+bOlI5ON5ef+OKYnl0iutgqXRLziVLILoQQogHTkBAAB988EGW7aZNm8adO3f4/PPPHQLX//Of/9C8eXOWLFnC+++/7xTAnhl3nivyjioxHo+ff8Aw5J18f3aswfVa4P5bshYohBBCFCTlM3QfZb7+mFt2JvWdiSR99ytJ835z649h6LuKt1PFuc6QcFchI3p6IHq6Ip4axjUM4O9eJXjxMR+0LtbkriRamHtGeVFPCCGEECI/qKOj0O7dViDPziwj+o1kK1HJuXPijRBCCJHf1q1bR48ePahQoQIhISHUrl2bF198katXrzq1vXTpEiNHjqRmzZoUL16cKlWq0K1bN1avXp2tZx4+fJjnnnuOsmXLUqpUKdq3b8+qVaty6RWJws5VIHoxz+xPI6pVKiY2DuCd2r4u20w6ksBHB+Kw2VwvJgohCgmTEY/vxmcahG4tEUrqC2+T9NVyjD2H5EsQekY2/yCMPYeQ9NVyUl94G2uJ0Hx9flZUFgu63Vvw/ngYnpPeQXNsH8j/f0IAoFKpGDhwIImJiXz55ZcOdV9++SWJiYkMHjy4QPqmjjyfef31y4rlt12MqzL69XIqCaas2wkhhBAPokuXLgHQsWNHh/LAwECaNm0KQExMTH53S9wn7Z+/oj5/Ot+fm1lG9CN3jBgs8ruVEEIIUVAkI3oucTWhrsrkqD6lQPRAvfKiXklvDVOaBvJGTV/GH4pn5cUUpzaTjybwfGVvAj1kf4EQQgghCob+18WYm3UAdf6OR+IUxlUZHblj4knv7GXxFEIIIQqSzWbjrbfeYv78+VSoUIFnn30WX19fbty4wa5du4iMjHTIBvn777/Tv39/ADp16kT58uWJjY3l5MmT/PHHH/To0cOt5+7YsYNnn30WT09Pevbsia+vL2vXrmXIkCFcvXqVN954Iy9erihEbrs4kq9oDgLRIS2o7OP6Afjq1Iw7FK/YZubJJBJNNqY2DUSjlszoQhRKKUl4fvsx2lOHXTYxPjUAY8+h+f77oCK9B+Y23TG36obm9N+oL5xGZTTk/XMtZrQHd6COupZlU+3JQ2hPHsJSujymTr0xN20POn3e91GIfLZgwQL27NkDwKlTpwBYuHAhO3fuBKBp06YMGjQIgDfffJMNGzbw9ddfc+zYMZ544gmOHj3K9u3bqVevnkMm1fykvpJ5ILoq6iqYzU6nBLoaV2WUbLax9lIK/av4ZNlWCCGEKCyMRiOLFy/m5s2b+Pn5Ua9ePRo0aODU7vHHH2fbtm1s2bLF4ed4bGwse/fuJSQkhGrVqmXr2T///DNXrlzBy8uLWrVqERYWhrow/A7ykDLXboRu11aHMpXNhseCqaT833egzp+1N5vNRmwma4EGCxy7Y6Jh8UfndyrNyYPoV85FfeUcWLMZhK9WYS1TEWPvl7FUr5c3HRRCCPFIkUD0XGILKKJY7iojus1mc5ERPfPFtvJ+Wua0CuJ8vJkjd0wOdTEGK98cT+D/GgS42WshhBBCiNylvnEFzeGdWBq0zNfnZpYRHdIyITwZKsccCyGEeHB8//33zJ8/n2HDhjFx4kQ0GsdFHbPZbP84MjKSwYMHU7JkSVavXk1oaKjLtpkxm828+eabqNVq1q9fT+3atQEYPXo07dq1Y/z48Tz99NPZOi5ZPHjuuMjcGZzDQPR0b9X2w1en4r29cYr1CyKSSTbb+LxRAMW8ZAOhEIWJKvYOnlNGo3ERiGlTqTAMfBNzux752zF3qNVYatTHUqN+vj3S2GsYmr93o98YjuafE1m211y7hGbuJKwr5mBq3xNT2+7gK3P84uGxZ88eli5d6lC2d+9e9u7da/88PRDdx8eH9evX88UXX7Bu3Tr++usvQkJCeP311xkzZgxeXl752vd06qtZBKJbLKhuX8dW0nGcHJ3iXqbzpeeSJRBdCCHEAyUqKooRI0Y4lNWrV4+5c+dSoUIFe9nIkSPZtGkTH374Idu2baNGjRokJCSwfv16vLy8WLRoUbZ/vr/00ksOn1euXJk5c+ZQt27dnL8g4ZKh5zC0B3Y4bezVXIpA+/uvmNs9nS/9SDLbMGcRa73vluGRCURXXziD51cfoDKbsm6sxAKai2fxnPQuxn6vYurYC1SSHEIIIUTOybbAXGILcJERPU75GCFXg6QgN7KZq1UqxrkINv/uVCLXkrLOsCCEEEIIkVf06xbl+9HiscbMn3ckOocTMULkhNmUf3/y+d+aECJ/pKSkMHHiRMqXL88XX3zhFIQOoM2QbfGrr74iPj6er776yikI/d62mdmxYwcXL16kV69e9iB0gICAAN5++22MRqNTEJF4+ES7CEQv6nn/weEvPe7LjOaBuEp6vuJCClWW3eTx8Bv03hrNhEPxrLmUwsV4Mzb5mSdEgVDdjMRr/AjXQehaHakjPimcQegFRa3BUr8FKWOnk/yfmZgatsamcmPeP+4uHivn4vNWb/QLvk7LsCzEQ+C7774jNjbW5Z/vvvvOoX1AQACff/45J06c4Pbt25w4cYIJEybg5+dXMC/AbEJ97XKWzdTXndvcdjGuutfOm0YuJ7i3eVQIIYQoaP3792fNmjX8888/XL9+nR07dtCnTx8OHz5M9+7dSUhIsLctXrw4W7dupX379vz222988803zJs3j/j4ePr27UvNmjXdfm6XLl0IDw/n9OnT3Lhxg3379vHKK69w8eJFevToQWRkZF68XFE0BONTAxSrPFbMgfjYfOlGXBbrgAD7bxnzoSeFgNWCx09f5TwIPQOVzYrHkhl4/Dg5bc1JCCGEyCHJiJ5LbP4uAtHjlQPRlbKhAwTp3dsb0KqUBx1Ke7D1muOuw1QLfPZ3PDOaK/dHCCGEECI3WYND0CQ4ZrXUXIpAc+IglloN860fWWVEP3rnEZl8EgVKu2sL+l/moo6OyrdnWv0CMXXoiemp/vl2BKYQIu9t376d2NhY+vfvj8ViYcOGDZw/f56AgABat25NxYoV7W1tNhurV6+mSJEitGrViiNHjrBz505sNhu1atWiZcuWbh9PvHPnTgDatm3rVNeuXTsAdu3alQuvUBRmt1OcExz4alV4aXMnK1L/Kj746tQM+zMGk4sh3I1kKzeSDWy5+u+8l79ORY0iOmoX0VE7WEetIjoeC9Sh10i2JiHyivr8abymvo8qQfkkA5u3Dylvfor1sTr527EHiLVSdQyvf4Lx9g10W1ag+3M9KkNqpteojAb021aj274GS90wjJ17Y61SS7LTCVFA1DciUVmyDhJXX7+C5Z7DF26nup84Kvx8MqPr+Ge3e0IIIUS+e//99x0+r127NrNmzQIgPDycn376iddffx2ACxcu0LdvX3x8fNi4cSO1atUiLi6O5cuXM2HCBLZv387GjRsVkzDc694M7NWqVeOLL77Az8+PL7/8kmnTpjFp0qRcepUiI1PnPuh2bkZ9z2ZZVXIiHj/PxvDi6DzvQ6yLGKuM9t0yYrPZUD3kvztpf/8VzaWIXL2n7s/1qG9EkvLGf8E/MFfvLYQQ4tEgGdFzi1aHzcc5G4Mq7q5ic1eB6AFuZERP938NAlAaPi09l8ypu7JTTQghhBB5z9ihp2K5/tdF+dqPrALRrydbuaUQVCVEbtFtWYHn7M/yNQgdQJ0Qi8cv8/CYP1WyowvxEDly5AgAGo2GsLAwBg0axLhx43j77bdp0KABY8eOtbe9fPkyd+/epVy5cowaNYrWrVszduxYPv74Y3r06EHr1q25du2aW889fz4t222lSpWc6kJCQvD19eXChQv3/wJFoXZHIXNnUa/cnUJ8urwXi9sGk50k6/EmG3uijMw6ncSInbG0XHub0ouu03bdLZaeS87V/gkhQHN0H15fvOUyCN0aWJSUD6dJELqbbMVKYuz/BklTf8bQezjWwKJZXqOy2dAe3on3pyPx+u9raPb/AW4Ewwohcpf6yjn32t244lQWneI8rgr2UKO0j27ZuWQ5AUYIIcQDbciQIQDs27fPXvbaa68RGRnJsmXLaNq0Kb6+vpQuXZq33nqL4cOHs3//flauXJnrzxW5TKfHMPBN5aodG1D/cyLPuxCbxTogQFSKlSuJD/laYHxsWib6PKCJOIb3uFdQR8r8rxBCiOyTQPRcpJQVXRWvHIge6+LYmKBsBKLXLKKjX2Vvp3KrDcYdVF4gEEIIIYTITZZGbbAGFHEq15w5ijrieL71I9aQ9ULdkWjZqCfyhvbP9Xgsnl6gfdD9+Sv6pTMlGF2Ih0R0dDQAM2bMwN/fn+3bt3P16lU2bNhA5cqVmT59OnPnzgXg9u3bABw7dowVK1YwY8YMLl26xNGjRxk8eDDHjh1j8ODBbj03Pj4eAH9/5UyMfn5+9jbi4XVbKRDdM/enEDuGevJzh6L43kemdZMVDkebePWvuyyTYHQhco125yY8v/4AlVE5c7e1ZFlSPp6ONbSiYr3IhI8fpq7PkzxlKanDP8RS1nnzlxLNhdN4zfgE79ED0G1ZASnyf54Q+UV91b1AHPX1y05l0QrjqsoBWtqX8XQqv5BgYd8tOdFPCCHEgys4OBiA5OS0sWpCQgJ79+6latWqhISEOLVv0aIFkDandT+KFCmCSqWyP1fkDUuthpgbtlKs81jwdZ5vmnUnIzrA/od8POWxfBaq5ESncmvREIzterj1x9SsIzYXWePV0TfxmjACzWE5FVMIIUT2SCB6LrIFKASiZzMjenYC0QE+rOunmD1q81UDf90wOFcIIYQQQuQmvQemTr2Vq35dnC9dMFhspFjcCES/83BPPomCod2zDY8fJxd0NwDQb/4Z/ar5Bd0NIUQusFrT5gz0ej2LFy+mXr16+Pr60qxZM+bPn49arWb69OkObS0WCx9++CH9+/cnMDCQcuXK8c0339CgQQMOHjzInj17Cuz1iAeLUsBU0eykLs+GFiU9WNe5KPWK6u77XvPOJOVCj4R4xNls6NYvwXPOF6isyvPXlso1SB47DVvREvncuYeMVoc5rCMp//2BlNFTMNdu7NZl6uibeCyejs/bz6EPn4Uq5nYed1QIob5y3r12N644bQ6PTnXOyFnUU83zCkmmANlYJ4QQ4oF28OBBAMqWLQuAyZSWHOjOnTuK7dMTMXh4eNzXcw8dOoTNZrM/V+QdQ78R2DycN9RprpxDt31tnj7bnYzo8HAHoqv/OYHur42KdYYX3sU4aJRbfwwvf0jqyAnYPL0U76VKTcHz27Ho1i+R5EdCCCHcJoHoucjq75wNVB0fo9jW1W69IH32viVlfLW8/LivYt1/DsZhlUGBEEIIIfKYqU13bD5+TuXao3tRX/4nz58f5+bk05E7khFd5C7N4Z14zP4UVSEac+vX/IRu/dKC7oYQ4j6lZySvU6cOJUuWdKirXr065cuX5+LFi8TGxjpkL+/SpYvTvTp16gTA33//7fZzXWU9T0hIcJktXTwcbDYbd/IpI3q6ukX1bOtWjD+7F2NaWCAvPe5D0xB9tjOln7prwlaIfiYL8cCxWtEvno7H8tkum5jrNCVl9BTwDcjHjj3kVCosNeqT+s5Ekj/9EVPLLti0WW/OUSUnod+wFO93+6Jf9C0YJSmNEHlFHeleILoqNRnV3Wj75zabTfGkmWKeajqFehKodx7r/HIphRSzjGeEEEIUXhEREYqZxyMiIvjkk08A6NWrF5CWqbxKlSpcvXqVBQsWOLSPjY21J1lIz4ye8V4REREOZZcuXeLuXeckkNevX+fdd991eK7IO7bg4hifVj55Ub9yLqo45fio3BBrdG+M9NCeMGMxp2WeV2Bu2ApLrYbZu129MFLGzsDqYpO5ymbDY/lsPGZ/Lr9vCiFEHqpVqxaBgYGKf7p27ep22/Q/u3fvduu5Xbt2dXmPWrVq5ei1aHN0lVBkC3AORFclxoPZDFrHL7WrjOiB2cyIDvBWbT8W/JPEXYPjwOvvaBOrL6bQs6JyZgUhhBBCiFzh5Y2pQ0/0q39yqtKtX4Lhtf/L08e7G4h+NFoC0UXu0Zw4iOeMcS4zRZqad8Lm73xiUq4xG9FtW4NK4bhLj+WzsHl6YW7XI++eL4TIU1WqVAEgIEA50C+9PDU1lQoVKqDRaLBYLIrtM7bNSqVKlQA4f/48derUcaiLiooiMTGRevXquf06xIMnyax80kxeBqIDqFQqngjW80Sw3l5mtdm4lGDh2B0Tx2OM//vbxM0U5Z+9iea0YK/iXnmTvV2Ih5rJiMfsz9Ht/911k5ZdMLzwNmhkSSGvWMtUwPDiaIzPvohu2+q08X6S8uawdCqLBf3WX9BEnidl5ARQ2CQuhMg5Vfxd1AoBVVa/QNQJsU7l6huXsRQpBkCc0YZJYdhS1EuDh0bFsxW9mXvPiS7xRhsbr8i6nhBCiMJr5cqVzJw5k2bNmhEaGoq3tzfnzp1j69atmEwm3n77bcLCwuztP/vsM/r168fIkSNZuXIltWvXJjY2lo0bNxIdHU337t1p3bq1wzMaNWoEpAWrp9u1axfvvPMOTZs2pVy5cgQGBnL58mW2bNlCUlISvXv3pm/fvvnxJXjkmZ7shW7nJtTXLzuUq1KS0C/7HsPLH+bJc91dCzx510SiyYqv7uHKy6rbvhbNlXNO5TYPTwzPj8jRPa2hFUn+v+/xmvYxmojjys/dvQV11FVSR47HFhico+cIIYTInL+/P6+++qpT+b2nvbz66qvExcU5tYuJiWHOnDkEBgZmew1vzJgxTmWu1iazIrPGucgWoBxoooq/i+1/E0/pXB0bE+SRvWxPkBa8/k5tP8YecJ6U/u/heLqV80Kvyf59hRBCCCHcZezQE93GcFQGxyA37f4/MPYciq1EaJ49O87NLAjXki3cTrFQTIKTxH1Snz2G5zcfoTIrb24wPPsipu4D87wflqq104Lhbc6/W3gu+JpUD0/MzTvleT+EELkvPRPUvdmfIO1Y4wsXLuDj40PRokXRarU0atSIPXv2cObMGZo2berQ/uzZs4DzhJWSsLAwvvrqK7Zv386zzz7rULdt2zZ7G/HwilbI2gl5H4iuRK1SUdFfS0V/LT0q/HtU8K0UC7NPJTH5WILTNRfizRKILkR2pSTh+e3HaE8ddtnE2H0gxp5DQSVzzPnBFhiM8dkXMXbrj3bnZvSbf0YddTXTazRnjuL12ZukvjsJW1DRfOqpEA8/V9nQLQ1bod6+xrn99StYajQAIDrVonhtsf+Nq/pVdg5EB1h6LlkC0YUQQhRaLVq0ICIigmPHjrFnzx6Sk5MJDg6mQ4cODBs2jLZt2zq079ChA1u2bOHbb79l79697Nq1C09PT6pWrcro0aN58cUX3XruE088wdNPP83Ro0c5fPgwSUlJBAQE0LhxYwYMGEDPnj3z4uUKJVodhoFv4jXxbacq3e4tmFp1xfrYE7n+2FgXyT7vZbHB4WgTLUt65HofCooqLgb9yrmKdcanB2MrUjznN/cPJGXMV3j8NBXdjg2KTTTnT+E17hVSR32GtVyVnD9LCCGEooCAAD744IMs27322muK5dOmTQOgd+/eeHp6ZuvZ7jzXXQ/XFrAC5irjoSre+YggpYzoHhrwymHA+EuP+xLq67zQdinBwo9nnSeyhBBCCCFylW8ApjbdnYpVNhv69Uvz9NHuTj4BHLkjWdHF/VFfPIPXV++jcnEUobHr85ieGpAvfbE0bIXhpfdd1nv8MAnN/j/ypS9CiNxVoUIF2rZty4ULF5yOLp46dSpxcXF07doV7f9OX0tftPviiy8wGP79/ykiIoIlS5bg5+dH+/bt7eUmk4mIiAguXrzocO9WrVpRvnx5VqxYwbFjx+zlcXFxfPXVV+j1esku9ZBzHYheeIK7i3tpaFtaeTHxfLzzSSFCCNdUsXfw+mykyyB0m0pF6qBRGJ99UYLQC4KHJ+Z2T5P8xU+kjByPpWrmx+Jqrl7Aa/wIVPdkJhRC5Jw68oJiublRa8Vy1Y0r9o9vuxhXpQei1y+qo7K/c76wbdcN3ExWDmIXQgghClrz5s358ccfOXToEFeuXCE6OpqzZ8+yZMkSpyD0dPXq1WP+/PmcOXOG6Ohorl69yvbt2xk+fDgajfN8Q2xsrEM2dICaNWsya9Ys9u7dy+XLl4mOjub8+fP88ssvEoReACzV62FqrPz99lj4NZhzf37GVbJPJftvGXP9+QVJv+x7VCnOcV/WUuUwPdnr/h+g1WEY+h6G50dgUymHEapjbuM14Q00B/68/+cJIYTIVYsWLQJg4MC8T5SXGcmInotcZkSPcy8QPUivRpXDCX0PjYqP6/kzfIfzsyYdSaBfZW/89bLvQAghhBB5x9SpN7rfVjllidbu2oKxxwvYgu9jR34m3D2OD+DvaCMdymRvF6gQ6dSRF/D6cjSq1GTFemP7ZzA+91K+BumYwzqSmpqC54KpTnUqmxXP78eTqvfAUqepwtVCiMJsypQpdOzYkZEjR7J+/XqqVKnCsWPH2LFjB6GhoYwfP97e9tlnn2XdunWsWbOG5s2b07ZtW+Lj41m3bh2pqal8//33BAYG2ttfv36dRo0aERoayvHj/x67qtVq+fbbb3n22Wfp2rUrPXv2xNfXl7Vr1xIZGcn48eMpV65cfn4ZRD5zmbnTq3DNKVVSCNoCuBgvQVtCuEt14wpek0ejjr6pWG/T6Uh95WMsDVrmc8+EE7UGS/0WpNRvgfr8aXSblqM98KfiyUjqO1F4T3iDlLc/x1q5RgF0VoiHi/qKc0Z0m0qNpVJ1rEWKoY657dg+w0aQ2ynK81XB/9vgp1Kp6FfZm/GHHU87ttrg5/PJvFHL7367L4QQQgiRZ4z9XkN7dA+q1BSHcs3Vi+h+W4Wp03O5+rw4hRirkt5qYgxWDPdMB+2/ZQAejrGU+sxRdLu3KNYZBr4JWl3uPEilwvTkc1hLlsVz5n8VA99VxlS8pv8f1sBgIBvrYDo9lsfrYOw1DFtAkdzprxBCPESMRiOLFy/m5s2b+Pn5Ua9ePRo0aODWtfv27ePs2bPUrVuXWrUyT2Kh5Oeff+bKlSt4eXlRq1YtwsLCUKtzth5UuFaRHnA2f+UfmKr4GKcypUD0QI/7+3b0quhF7SLOg4w7BivfHk+8r3sLIYQQQmTFFlQUc4tOTuUqixndpvA8e252siBIRnSRU6qbkXh++Q6qpHjFelOLzhj7v1EgmSLN7Z7G0OcVxTqVxYLn9P+gcZHlUghReFWoUIHff/+d559/niNHjjBr1iwuXLjASy+9xPbt2wkJCbG3ValUzJ07l08//RStVsv8+fNZv349jRo1Yu3atfTu3dvt57Zs2ZJNmzbRuHFjVq1axbx58yhevDjz5s3jjTfeyIuXKgoRlwFT9zlnlduKe6nx1Tr/zJWM6EK4R33+FN4TXncdhO7tQ8q7kyUIvRCyVnocw4j/I2X8D1iLFFNso0qKx2vi22iO7M7n3gnx8FFHKgSilygDeg+sJZ03aKozZER3ddJMxg1+fSp5KYbwLD2XjM1my36HhRBCCCHyiS2oKMZnhijW6VfNQ3U3OlefF2t0HhsV89RQN1jvVL7/lhHrwzCWMpvTMswrMDVui6V6vVx/pKV2Y5L/MxNrSGmXbdSxd1DHRrv/5/Z1dDs24PXJK6gv/5PrfRZCiAddVFQUI0aMYPz48YwePZr27dvTtm1bp1ONlSxcuBCAQYMG5ejZL730EuPHj+fDDz/kqaeeolGjRvz99985updkRM9FLjOixztnKVcaJAXd56KeWqXivw396bH5jlPdjJOJDH3Mh1I+hecoZSGEEEI8fIxd+qH9Y71TZjbdH79ifGog+Afm+jPjFMZVAGV8NFxNckyDcDRaAtFF9qlu38Br4tuoFU46AjA1boNh6LuQw93BucHUpS8qQwr61T851alMJjy//pCU0VMkK6IQD5gyZcowc+ZMt9pqtVpGjBjBiBEjsmxbrlw5pyOOM6pfvz4rVqxwt5viIXLHRcBUUc/CFYiuUqmo4K/leIzj2O5CggSiC5EVzdG9eE7/BJUxVbHeGliU1HcnYQ2tmM89E9lhDa1IytgZeE4ejeb6Jad6ldGA5zdjMQx5F3PLLvnaN1VcDLptq9Hu3Y466mqePsvmF0DS9DV5+gzxCDObHTKcp7OUrQSAtVRZOHnQoU4deweSE8Hbl9uuTprJMK4q46ulZUkP/rxhcGhzKtbMsRgTTygEVgkhhBBCFBam9j3R/rURzVXHQDlVagr6Zd9hePXjXHtWrItkn3WCdey9ZXRsa7TxT5yZaoG5lC28gOh+W+X0tQWweXph7Pdanj3XVqocyf/5Ds8Zn6DNxSRH6phbeE14g9ThH2Bp2CrX7iuEEA+y/v3707RpU6pXr46Pjw/nzp1jxowZhIeH0717d3bv3o2fn/IpH4mJiaxevRpvb2+effbZbD23S5cujBw5ktq1axMYGMiVK1f48ccfmTNnDj169GDnzp2EhoZm656FaxXpAWfzdxGIrhCwopgRXX//347WpTxpW8rDqTzFYuOLI8rZG4UQQgghcouteCnMTdo6lauMBvRb8iagTek4PoDWCmOia8kWbqcoLwQKoUR1NxqvSe84HbedzlynKYbhH4G64Dd8Gnu8gLGTctZjlSEVrymjJduEEEKITLnK3FnUs+B/zt2ror9zny7EmyV7qBCZ0P61Ec+vP3QdhF6yLCn/mSFB6A8IW3BxUj76FktV5WN3VVYrnnMnoVu7EPLh/0bV9ct4zPsS73f6oF+zIM+D0IXIa+qbV1CZnRMaWEP/F4iukBEdsAevK42rVECRe5JS9avsrXifpeeSs9NdIYQQQoj8p9ViGDhKsUq3dxua0znLqKokTuF05EC9ikbFlTfu7bsnOP1Bo7objX7Vj4p1xmeGYAsqmrcd8PUn9Z1JmNo+nau3VRlT8Zr+f+jWLMiX31OFEKKwe//992nVqhXFihXD29ub2rVrM2vWLPr06UNkZCQ//eSchC7dL7/8QmJiIk8//TT+/v7Zeu6IESN48sknKVmyJF5eXlSrVo0vvviCt99+m7i4OKZNm5bt1yKB6LlJp8fm7etUrIqLcSpT2q13vxnR033SwF/xKL9F/yRzJlaygAohhBCFRXh4OKNGjaJ169YUL16cwMBAFi9e7NTOZDKxZs0aXnnlFRo1akTp0qUpU6YM7dq1Y+7cuVgs2QusrlWrFoGBgYp/unbtet+vy9TtecVy3bZVaVmhclmswuSThwYau5h8OnJHxkPCTfGxeE56F/Wt64rV5ur1SB3xCWgLyUFTKhXGvq9iatNduTo5Ca8v30V17VL+9ksIIcQDQylzp59OhadWaaapYFXyd/75m2CyuQymF+KRZrOh+3Uxnj9MRGVV/jdiqVyD5LHTsAWH5HPnxH3x9SflvcmY64W5bOKxci76hd+ANQ82ZdtsaE4dxvOr9/H5YDC6P9ejMhXe37nXrVtHjx49qFChAiEhIdSuXZsXX3yRq1f/DZr//PPPXc6ZBAYGcvmyc4Zs8XBSXzmvWJ4eiG4rVVb5uhtXAIhOcf7/NthTjUbtOK56qpwnvgpjrRUXUjBZJThHCCGEEIWb9bEnMDXrqFjnseBrUNjYlxNKa4GBHmqXgej7H/BAdP2y71ClOm9MtJSpgKl9z/zphFaLYfBbpA4ahS2XTwT2+GUeHt/9FwzKG+WFEOJRN2TIEAD27dvnss2iRYsAGDRoUL4+15VCEjHx8LAFBKG6J8BKFe+YEd1ktZFodp48CvTInUW92sF6elfyIvx8ikO51QafHIxnWfvgXHmOEEIIIe7PhAkTiIyMJDg4mJCQECIjIxXbXbx4kcGDB+Pr60vLli3p3Lkz8fHxbNq0iXfeeYctW7awbNkyVCr3xxL+/v68+uqrTuVlyyovomWHtUxFzPXC0B7e5VCuSk5Ct30Npm797/sZGcUZncdVAXo1dYq6CESPNtKhjGeu9kE8hJIS8Jr8nuIx9wCWyjVJfXMC6J0z7xcolQrDoFFgSEW3e4tzdUIcXpPeIeXDb7GFlM7//gkhhCjU7igEcRf1LJx5LCr4KU9rno83U8yr8GVwF6LAWC3ol8xAv/UXl03MdZqR+tp/wEN+T3og6T1IfX0cHgu+QffHOuUm21ajjosh9eWPcud3GLMZ7f7f0W1ajuYBOHXJZrPx1ltvMX/+fCpUqMCzzz6Lr68vN27cYNeuXURGRlKmTBmHa/r166c4RxIQEJBf3RYFTB15QbH834zoLgLRr6cFoitt8CumMK7y0anpXt6LJfdkQI9OtbL1aipdynplq99CCCGEEPnN2OdltH/vQpWS5FCuvn4Z3ZaVmLr0va/7p5ptKAytCNCrKe6loYKfhosJjg0OPMCB6JrTf6Pbu02xzjBwVL4nRzK364G1Sk20Ozagirub9QUZqKOuobkcoVin2/c76qhrpL75KbYixXKjq0II8dAIDk6L701OVj4t7cyZM+zfv5+qVavStGnTXHtukSJFUKlULp+bGQlEz2U2/yJwwzGI7N6M6ErZ0AGC9Lm3sPdRPX9WXUzh3k2BmyJT2X3TQLMShSxgRgghhHgETZs2jYoVK1K2bFmmTp3KuHHjFNv5+voyefJk+vXrh4+Pj718woQJdOvWjc2bN7NmzRp69Ojh9rMDAgL44IMP7vcluGTs1t8pEB1At+lnTB2ezdUAB8UsCHo1jwVq8dCA4Z7JKcmIXggkxuGxfDaa4wew+Qdi7Psqlsfr5smj1FfO47HoW9QXToPF7P6FNhsqF8cCWspVJeXtz8FT+fjsAqdWYxg2GpUxFe3BHc7VsXfwmvQ2KR9OwxZcvAA6KIQQorC6/QAFoldUyIgOcCHeTJMQmfcSAgCTEY9Zn6E78IfrJq26Yhj8FmhkqeCBptFieOFtrEFF8XBxfLv24A68EuNIGTkBfPxy9pzkRHR//Ipu60rUMbfvo8P56/vvv2f+/PkMGzaMiRMnotE4blgym51/V3z++edp0aJFfnVRFELqyHNOZTYfP3uQjC2gCDZvX6fkVOrraVnzlU5pcTWu6lvZ2ykQHWDpuWQJRBdCCCFEoWcLDMb47It4LPrWqU6/ej7mJm2xFcn5WoTSOiCkrQUCNCqu52KCY6LOs3Fm7hqsBHkUznktl8ymtEzyCkzNOmB97In87c//WMtWxjhgZPYvNJvxWDwN3fY1itWaSxF4jXuF1JETsFZ6/D57KYQQD4+DBw8CrhNJLly4EICBAwfm6nMPHTqEzWbLUQJLmV3OZVb/IO7NuaS+JyP6XVeB6Lk4ACrrq2X4475MP5noVPefg3Fs7VosW1lThRBCCJH7Wrdu7Va7UqVKMWzYMKdyHx8fRowYwbBhw9i1a1e2AtHzmrVSdczV66E9ddihXJ0Qi+6vjZjaP5Nrz4pTmIAK0KvQqVXUDNJxKNox8PyoBKIXrMQ4vD4fhebqxbTPY27hOfEdUkf8B0vD1rn6KPXFM3h98bbi8YU5ZSlVnpT3JuU8cCO/aLSkvvoxnt+MRXvM+egsdXQUnt9PIOXDb0B+LxBCCPE/yhnRC2d28UouA9EVUmQJ8ShKTkwbC5454rKJ8elBGJ8ZIuPBh4VKhanHYGwBRfD4aSoqm/P/6ZozR/H67E1S35mYrYxzqts30G1ZiW7HelSpKVlfANhUKiy1G2PNw5OYbG5sck9JSWHixImUL1+eL774wikIHUCbzxkFxYNBKSO6NbTiv/9nqlRYS5VDc+6k43U3/pcRPcX536CrU1ual9AT6qshMtFxHLMpMpWYVAtFCul4TAghhBAinaltd7Q71qO5ct6hXGVIRb9kJobXP8nxvV0GonukjcsaF/cg/Lzz7ykHbhnpGPpgnfyl27LSvrExI5uXD8Y+rxRAj+6TVoth8FtYylTAY9G3qKzO30t17B28Pn8Tw4tjMDdtVwCdFEKIghEREUGZMmXw9vZ2Kv/kk08A6NWrl9N1JpOJ8PBwdDodfftmfupIRETaqRRVq1a1l126dImAgACCgoIc2l6/fp13333X5XOzIrNrucwWEORcmBifln3xf1llXAWiB+byTrx3nvBj4T9JxBkdMzkevG1i7eVUni4vWRSEEEKIB51OpwNQXEjNjNFoZPHixdy8eRM/Pz/q1atHgwYNcrVvpqcGOAWiA2h3b8ndQHSFsVXA/7Ig1CmqdwpEv5pkITrVUmiDqh5qyYl4ffnev0Ho/6OyWfH8bjypOg8sdXLn6Ch15AW8vhydq0Ho1uKlSB0zBfwCc+2eeUqrI/WN/+I1ZTSaM0edqjURx9CcOIilVsMC6JwQQojCxmazcVvhnOPCmhE9xEuNj1ZFktlx3utCQjZOQBHiYWSzoTl1CP2SmWiuOgdRQlqAsGHgKMztns7nzon8YG7zFLaAIDxn/heVyfk4es3VC3i/3QfU7v//rsrG6VI2nR5z804YOz2HrUSo29flle3btxMbG0v//v2xWCxs2LCB8+fPExAQQOvWralYsaLidbt37+bQoUOo1WoqVqxI69at8fX1zefeiwITH4s69o5TsSW0ssPn1pJlnQLRVbeuYzYYiFGYr3I1rlKrVPSp5M3kowkO5SYr/HIxhWGPy3tPCCGEEIWcRoth0Ft4T3jdqUp34A/Mxw/keC1CaR0Q/s2I3rC4XrF+/wMWiK6KuYV+9XzFOmPPodgCg/O3Q7nI3K4HthKheM74BFVSglO9ymTE8/vxGK9dxNhzaAH0UAgh8t/KlSuZOXMmzZo1IzQ0FG9vb86dO8fWrVsxmUy8/fbbhIWFOV23YcMGoqOjeeqppyhWLPNEE40aNQIgNjbWXrZr1y7eeecdmjZtSrly5QgMDOTy5cts2bKFpKQkevfunWWAu5IHKhDdZrOxbt06Zs+ezT///EN8fDylS5emefPmjBo1ivLlyxd0F7H5Oweiq2w2VAlx9kHBXRe79XL7SJggDzXv1PbjPwfjnerGHYyjS1lPdGrJdiOEEEI8yBYtWgRA27Zts3VdVFQUI0aMcCirV68ec+fOpUKFCrnSN8vjdbFUfBzNhdMO5Zrzp1HF3M5W9rXMxN6z6Q7+3eD3RLBO8Zoj0Sbal5FA9HxlSMFr6gdoLkUoVqssFjyn/4fUtydiqV7vvh6luhmJ55fvoEpyHgfnlLVIcVLGfPXgTfTpPUgZ9TleX76D5vxp5+pfF5EigehCCCGARLMNg0Iy8cIaiK5Sqajgr+VEjOOmw/PxEoguHlFmE9q929FtXu6UgS4jm05H6isfY2nQMh87J/KbpV5zUkZPwevrD5UX+W1WsCivU+SU1T8IU/tnMLXtXqg27x45cgRI28AfFhbGuXPn7HVqtZrXXnuNCRMmOF33+eefO3weEBDAF198Qb9+/fK0v6Jw0EQq/z9qDXXcuGAtVc6pjcpmJSEyEhvOyaAyG1f1UwhEB1h6LlkC0YUQQgjxQLBWqYmpRWd0f210qvNY9C3JE+aCTjloPDNK64Dw71pg9UAtvloVifckK9h3y5DtZxUk/ZKZqAypTuWWspUwPQQbyS016pP8n+/w+voD1DciFdvo1y1Cfe0SqYPfyefeCSFE/mvRogUREREcO3aMPXv2kJycTHBwMB06dGDYsGEuY4DSY4QGDRqUo+c+8cQTPP300xw9epTDhw+TlJREQEAAjRs3ZsCAAfTs2TNH932gAtHHjh3LjBkzKFGiBF27dsXPz48TJ07w008/sXLlSjZv3kz16tULtI+2gCKK5aq4GHvQSqxBeZAUpM/9hb3hj/sy+3QSV5McVxIvJFj44u94xtbzRyVHrwohhBAPpPnz57N161ZatmxJx44d3b6uf//+NG3alOrVq+Pj48O5c+eYMWMG4eHhdO/end27d+Pn5+fWvVJTnSdEHDRui+8F5+BX277fSW3T3e0+u2Kz2YhT2OTno7aSmppKdT/lcdfBqGSaF73vxwt3mYz4z/gETcTxTJupTCY8v/6QuDc/w1xJeVxvNBod/r6XOvomAZPfRR139/76nIElqChxoz7H6hsIWb3nCyOVGsOI/xL0yXDU8Y5fF82Zo5hPHnb59RbOsnoPCuEOT88HJxOPeHTcSVUOSCzqVXg371X00zgFol+MN2Oz2WS+Szw6khLQ/b4W3dZVqGOjM21q8/YlZdRnWKvVzqfOiYJkrVqL5I+m4TX5PdQxt/PsOZZS5TF1eg5z0/ag98iz5+RUdHTav4sZM2bwxBNPsH37dqpWrcqxY8cYNWoU06dPp0KFCrz44osA1KxZk+nTp9O8eXNKlChBVFQUmzdv5rPPPuO1114jICCALl26FORLEvlAHal8ooQ1tJLj5yXLKrZLvXIZeMypvFgmp/NVCtDSuLiefbccf9c8FG0iItZE1UDlZAtCCCGEEIWJsfdwtIf+QpWc6FCuvhmJbtNyTE8NyPY9Y10k+0zPiK5Rq2hQXM8f1x0Dzw9FmzBbbWgfgASdmuMH0B34Q7HOMOgt0DxQ4X0u2UqUIfnjmXh+91+0xw8ottEe3kngrWvc7PEyhBb8KVtCCJFXmjdvTvPmzbN93c8//+x224yZ0NPVrFmTWbNmZfu5WXlgflJFRUXx3XffERoays6dOwkICLDXzZgxg48++ogZM2YwY8aMAuxl5oHo6e66ODYmtzOiA3hqVXxUz59X/3IOxJlyLJHz8RamNw/EV1c4s1sJIYQQQtmmTZt47733CA0NZfbs2dm69v3333f4vHbt2vaBZnh4OD/99BOvv+58dJ6SmzdvYjKZXNbripWjpkK5be/vRFau63afXUkyg8Xm7VSuTk0kMvIuPlbQq7ww2hwnmfZeSyDS3/mIZZEHLGYqrJyFPuKIW81VhlR8v/mIcwPfJaWE8oIupP1+cC9tQixVF0xCc1c5ACexTGWSXSwSu2IMKkZMraZYjFaIVM7Q8KBIbdiO0ttWOJWrVs0nss8bBdCjB5vSe1AId+h0ukJxopsQ97qd4iIQvZBmRAeo5O88tRlvshGdaqVYIQ6gFyI3qG5dR7dlBbodGxQzpt3LGlSU1HcnYS1TMcu24uFhK12elI9n4Dl5NJprl3L13ubq9TB16oOlVkNQF96fFVZr2s83vV7P4sWLKVmyJADNmjVj/vz5NG/enOnTp9sD0Z966imH68uVK8fw4cOpVq0aPXr0YMKECRKI/ghQR55zKrOp1FhLl3cos5ZSnmOwXruEUiB6Ua/M/630q+ztFIgOaVnR/69BgMIVQgghhBCFi80/CEOvl/BcMNWpTr92Ieam7bEVLZGte8a6iLEK0P+79tdIIRA92WzjRIyJOsE6dFt/QXNkN7agYpg698FaJndOh3aSkoR+zQI0EcfA5H4yG/WdW4rlphadsVZRWml9gPn4kfrW5+jDZ6HfrBxMqb16kWrzPiVpxCdQs37+9k8IIUSOPDCB6FeuXMFqtdKkSROHIHSATp068dFHH9kzWxQkm3+QYrkqQ+bBu6526+VBIDpA74peTD+RwMm7zkcTr76UwplYE4vaFqFygGRTEEIIIR4EW7ZsYfDgwRQvXpx169ZRokT2JmxcGTJkCOHh4ezbt8/tQPSsnx2KqcJj6C6ecSj1vXKWskUCsfm4l3ndlWtJFiDWqbxM0QBCQ9OOQK5+JpYjMY6nw/yToic0NOS+ni3cYLXgO+9LPF0Eodu0OlRm540MWkMKVZd9S9w7k7Dcc8y10WgkKiqKkJAQ9Pp/j3BUJcQSMHc82rvKmf6M1eqQ+sZ/UWfz2EdPoFS2rii8VMWex7pnE+p7MpEE/HOM8piwhEpQkjtcvQeFEOJBF51qUSwvVogD0SsoBKIDXIg3SyC6eGipz51Ev2k5moN/obIpzzPfy1KqPKnvTsQWLL8DPYpsRYqT8tE0vL4Zi+bs0fu7l0aDuXFbTJ16Yy1XJZd6mLf8/f0BqFOnjj0IPV316tUpX748Fy5cIDY2lsDAQJf3adWqFRUqVODUqVPEx8fb7yseTkoZ0W0lSoOH48lGtmIlFec2dDevgMJJfFmNq3qU92LMvlgM9wzLws8nM7aeP5oHIJunEEIIIYS5TTcsO9ajuRThUK4yGvBYMoPUkeOzdT+XGdEzxFg1Lq48V7//lpFGv81FvzHcXqY9spvkj2diK1EmW/3IktmM1+TRaM6dzJXb2bx9MfYeniv3KnQ0WozPj8BaujweP01FZXGOZ9MlJxDw1RgML7yDuWXnAuikEEKI7HhgAtErVaqEXq9n7969TpN8mzZtAtImAguaLcBFIHpchkB0hd16KsBflzcTSBq1ik8bBdBjs3LWzzOxZtquu813LYLoWs4rT/oghBBCiNyxefNmBg0aRHBwMOvWrcvVjKrBwcEAJCcnu32Np6dnlm2sDVvBPYHoKqsVn9OHMDfvlL1O3iM1WTkbe1Fvvb1v9Yp5ciQmyaH+WrKVJHQEZ3IksrhPViseP052eZSg1T+IlA++Rr9uEbrdW53q1YlxBHzzISkffostpLRTvV7/7/eYpAS8pn2M5sYVxWdZKtfE+PZneHo6Z89/pHh6Yu74LPrVPzlV+W5dgeG1/xRApx5cDu9BIYR4CNxOVV7UCy7EgehKGdEBzsebaRzikc+9ESIPWS1oDu9Cv3E5mnMn3L8soAimDj0xdezlFDwpHjE+fqSMmYJ273bUl86CRXnzkUsqFbaQMpgbtMBWpHje9DGPVKmSFjB/b4KjdOnlqalZnywQHBzMhQsXSElJkUD0h5nZjFrhBAFLaGXntmoN1hJl0Fy96FDsc/uqi0D0zOehAj3UdAn1YtWlFIfy68lWdtww0Ka0/F8uhBBCiAeAWoNh0Ft4jX8Nlc3mUKU99Beao/uwPNHY7du5zoj+75xV/aJ6VIDtnjYxJ0+g27TcoUyVGI/Hwm9IfXcSqHIvTku3ZUWuBaEDGHoNc5kM9WFhbtUVa4lQvKZ9jCohzqleZTHjOXcixmsXMfZ5GdSyriuEEIXVAxOIXqRIEf7v//6PsWPH0qhRI7p06YKfnx8nTpxgx44dDBs2jOHDC34nmDsZ0eMUBkkBelWeZjJoXcqTiY0D+GB/HNZ7R16kHVvcf3sM79b244O6fpJVQQghhCiE0oPQg4KCWLduHRUr5m724oMHDwJQtqzyscI5Za7fAo/ls5zKtYf+uu9AdHeyINQpqoOzzm2O3DHRrrRMWOQJmw39khnodmxQrvbxI/W9ydhKlcMwbAwqQyraQ385tVPH3sFr0tukfDgNW7CLYIfUZLy+eh/N5X8Uqy3lqpLy9ufwqAeh/4+xQ090G8NRGRyDLLT7/8DYc2juZwARQgjxwLjjIhA9q4CpglTRVUb0hGwGWApRWBlS0O3YiG7LCtS3rrt9maVMBUxP9sbctB1k80Qg8RDTaDGHdYSwjgXdk3zVokULACIiIpzqTCYTFy5cwMfHh6JFFaKGM0hKSuLMmTP4+PjYN/KLh5P6ZqTi6W1WF6eIWUuWcwpED7oTicpmxaZy3NBX1CvrDX79Kns7BaIDLD2XLIHoQgghxCMuPDycPXv2cOTIEU6dOoXRaGTGjBn0799fsX18fDxffPEFa9eu5datW4SEhNCjRw/GjBmDr69vnvbVWulxzC27ovvzV6c6j0XfkPz4j6B3L4lAnNE5yMlXq0KXIa4p0EPN44FaTsX+m1lbbbPS569ZTsHwANoTB9Ac/BNLw9Zu9SErqphb6FfPz5V7QdralrnNU7l2v8LMWq02yf/3PZ5ff+g0rk6n37Qc9Y0rpL4yFrzz9r0rhBAiZx6YQHSAESNGUKpUKUaOHMm8efPs5U2bNqVXr15otVm/HHeyWtwvb09v1KmOmUStMbftz45OcT5SJFCvyvO+Da6opbyXH6/sTuSuwkANYPKxBA7dSmVGM1+KeBTejFcPGqPR6PC3EPlJ3n8iN0jG14K3detWBg0aRGBgIOvWraNSpUqZtjeZTFy8eBGdTkeFChXs5REREZQpUwZvb8eg3IiICD755BMAevXqlat9t5Uog6V0eTT3ZJPSHD8AhhTwyPmJLHEuAtED9P9OPj0RrFNscyTaRDtZwMsT+pVz0W9dqVhn8/Qi5Z1JWMv+7z2s0ZL66sd4fjMW7fH9Tu3V0VF4TXqHlA+/wRZQxLHSaMDzm7EuM0xYSpUn5b1J4ON3X6/noeIbgKlNd/T3ZgCxWdFvWIph6HsF1DEhhBAF7XaqcvB2Yc6IXsJLjbdWRbLZcZ7rQrzz3JsQDxJV7B10W39B9/taVEkJbl9nrtEAU+feWGo2zNWsbkI8yCpUqEDbtm3Zvn07CxYsYNCgQfa6qVOnEhcXR+/evdFqtSQkJBAVFUXlyo6Zr1NSUnjzzTdJSEigf//+bq1FiQeXOvK8Yrl9HuMetlLlnMr0ZiNlU+9w2avYv2Vq905GblvagxAvNVEpjnNe6y6nEm+04q8vvGMzIYQQQuStCRMmEBkZSXBwMCEhIURGRrpsm5SURNeuXTl+/Dht27alV69eHDt2jGnTprFr1y42bNiQ5+u/ht4voT24A1VSvEO5+tZ1dBuWYeox2K37KCWlClSIZ2pUXO8QiP7S9e3UilMObAbwWDKD5FqNciWRkX7pd04JgHLK5uWD4cX3Hqns37ZiJUkZOwPP7yegPbJbsY326F68x48gZdRniicpCyGEKFgP1GzZxIkTmTx5Mh9++CG9e/cmICCA48eP8+GHH9KtWzcWLFhAly5dMr3HzZs3MZmcMxnkJl9vPzzvCUQ33bppHwTeSvQAHAcMXpgyHSTmlorA/Noqxpz24EyS8mTV7zdNtF9/h0mPG6jmqxywLnImKiqqoLsgHmHy/hM5pdPpKF++fEF346G0YMEC9uzZA8CpU6cAWLhwITt37gTSNtsNGjSIiIgIBgwYgMFgoHnz5qxYscLpXmXLlnXIeHD9+nUaNWpEaGgox48ft5evXLmSmTNn0qxZM0JDQ/H29ubcuXNs3boVk8nE22+/TVhYWK6/Vkv9Fk6B6CqTEc2x/VgatsrxfV0dxxeYYVHu8UAdejXcO0915I5s0MkLunWL0a9bpFhn03uQ8tYXWCs9fs9FelLf+C9eX41Bc+ao03Xqm5F4TnqXlA++Bu3/MjqaTXjO/hTtqcOKz7IWL0XqmCngF3gfr+bhZOrUG91vq5wyvGl3bsbYYzC2Ii6yzwshhHioRStkRPfXqfDQFN5gVpVKRQU/DSfvOgaeSyC6eFCpr15At3E52j2/obK49z62abSYm7TD1Ok5rGUrZ32BEI+gKVOm0LFjR0aOHMn69eupUqUKx44dY8eOHYSGhjJ+/HgAYmJiaNiwIfXq1aNq1aqEhIRw69Yt/vzzT65du0b16tXtbcXDy2UgeqhyILq1pPLJgo8lX3cIRC/mqUHlxiYhrVrFcxW9mX4y0aE8xWJj8T/JvFpDMkAKIYQQj6pp06ZRsWJFypYty9SpUxk3bpzLtt988w3Hjx9n1KhR9kRUAJ988glff/01M2fO5O23387bDvsGYOg9HM8fJztV6X9djLlZB2zFS2V5G6W1wIwJqdI1Kq5nfkRarFYxYxwTLoZnel91zG30axZi7PNyln3IjObkQXT7f1esszz2hNMpOZmxliqHuXW3R/P3ey9vUt8cj37FXPTrlyg2UV+/jPe4V0l9YxyWx+vmcweFEEJk5oEJRP/jjz/4/PPPee2113jrrbfs5U2bNmXZsmXUqVOHsWPHZhmIXqJEibzuKpoixSDGMeDTy5hCaGgoAClH7wKOA6UQX09CQ/Mn4CMU2FjBxvsHkwi/aFBsc92gZthxLyY19KV3BfeOwxGuGY1GoqKiCAkJQa+X43BF/pL3nxCF1549e1i6dKlD2d69e9m7d6/980GDBhEVFYXBkPYze+VK5SzTYWFhLo/ey6hFixZERERw7Ngx9uzZQ3JyMsHBwXTo0IFhw4bRtm3b+3hFrpkbtES/dqFTufbQX/cViK50HB9AQIZAdL1GRY0iOv6Odgy6PXInbzcnPop0W3/BY8UcxTqbRkvqyPFYH3tC+WIPT1JGfY7Xl++gOX/aqVpz9QJek0djePNTsFrxmzcJ7dG9CjcCa5HipIz5ClugHJeuxBZUFHPzTuj+WOdQrrKY0W1cjrH/6wXUMyGEEAXpjkIgetFCnA09XSV/rWIgus1mcyvYS4gCZ7OhOXkI3aZwtMcPuH+Zty+mNt0xdeiJLahoHnZQiAdfhQoV+P333/nss8/Ytm0b27dvJyQkhJdeeonRo0dTrFhasHBQUBDDhg3j0KFDbN26ldjYWLy8vKhatSovv/wyL730El5eOT/VTTwY1FecA9Ft3r4uN21bS7kORN8c/O8cSFEv98dV/So7B6IDfH8qkeGP+6BRyxhHCCGEeBS1bt3arXY2m42FCxfi6+vLe+85noL63nvv8cMPP7BgwYK8D0QHzC27YPlzPZoLjus+KpMRj8XTSH3r8yzvoZQRPUDhlJhGxf+NhfjsQjhB5mSnNvfSbV6OqUUnxVNu3GIy4rHgG+Wq5p0wvPR+zu77qFJrMPYejqF4KXwWfI1aYZO+Kikezy/fxTDwTcxtuhdAJ4UQQih5YALRt27dCqQFT90rJCTEnsEiMTERX1/X2QDy+mgZAFWQc8CLOiHW/uxYheSbwV7afOlbOk/g+1aeNC6RzJh9sZgUkommWmDk3kSOx9r4tFEA+kKcAetBodfr8/X7LERG8v4TovD57rvv+O6777Js16JFC2JjY7N173Llyile07x5c5o3b56te+UGa9nKWIuGoI523KynPboHg9kEWl2O7hunMPkEzpkQ6gQ7B6JHJlqISbVQxPPROdouL2l3bMRj0beKdTa1mtTX/g9LrUaZ38TLm5R3JuH1+Sg0ChnINBfP4D/9/yjr5YfH8T2Kt7AGBJEyZgq2onm/AfVBZuzSF+2f61HZHP8N6f74FeNTA8A/sGA6JoQQosDcTlEKRC/846SK/s7Tm/EmG3cM1gei/+IRZjah3bsN3aafFce+rliLlcT05HOYWnTKlePDhXhUlClThpkzZ2baxt/fny+//DKfeiQKK3XkBacya2glcLHBzVoiFJtKhcrmmCzhseRrDp9nZ4NfjSI6mobo2RPluKB4OdHC+iupdC8vGyKEEEII4dr58+e5ceMG7dq1w8fHx6HOx8eHxo0bs23bNq5evUqZMmXytjNqNYZBo/Aa94rTeEl7ZA+av3djqdss01vEGZyTUgV6OI+tKvlrKeKh5rFbpxly80+3uqeyWPBY8DWpY75yOd7LjG7Tz6hvRjqV27x97zvT+qPM0KQ9121aqvwyC3X8Xad6lcWC5/yvMF69iPH5EaB5YMIfhRDioVX40xr9j9GYNtkSHR2tWH/nzh3UajU6Xc6CmHKT1T/IqUyVGAcWM1abjbsKAVNBCoOkvKZSqRj6mA8bOhejpLfr5885k8RTm6K5kWzJx94JIYQQ4qGiUmGu57yhUJWchOb03zm+rVIWBAD/ezIh1C2qfCKEZEXPHdp92/GYp7xYb1OpMAx7H0sD5++/Ih8/Ut/7EmvJUMVq3bkTBLsIQrf5+JP63hRsJZSvFf+yhZTG3MT5BASVMRX9VuWTF4QQQjzcFDOiZyNzZ0FRCkSHtKzoQhRKSQno1i3G+52+eM75wu0gdEul6qS8/gnJkxZh6tBTgtCFECIvJMSijnVeh7SUreT6Gg9PbMEhTsWPJV93+Dy7J82MqKGcdGumQqZ0IYQQQoiMzp9P+z2zYsWKivXp5ent8pq1QjWXmas9Fn0LhtRMr1daCwxUyIiuUqloUlTDtxHzFe9jqVoLm8Y5aYH29N9o923PtA9KVHei0K9doFhn6DUMm0LsmHBfcplKxH7wLZZyVVy20f+2Cs8pYyApIR97JoQQQskDsyWoSZMmzJkzh5kzZ9K9e3cCAgLsdfPmzePatWs0adIEDw+PAuxlGltAEacylc2GKiGOBO8grM6b9RQHSfmlYXE9f3Yvzgu/x7A7SiFdO7DvlpFWa2+xtF0w9YspB3IJIYQQQmTG3KAl+i0rnMq1h/7KOlO2C3FG54GVn06F9p4jip8IVt6s+He0iY6XdqDbsAyVyYCpRWdM3frnKOtBlqxW9Kvno93/Ozb/Ihg798kyy0OOJcbhsWQmmpMHUaWm5M0zMjKkOGWysFcNfhtzWMds3c4WUISU0VPw+nQk6uib7l3j6U3Ke5OwhipPrApnpq7Po9vzm1O57rdfMHbpC14+ClcJIYTIM8mJ4O36lL+8ZLPZuJ3qnIAguwFTBcFVIPr5eAuNiudzZ8QDSXNkN/q1i8BowFqhGqYOz2LNLOAwh1S3rqPbsgLdjg2oslhkT2dTqbDUb4GxU2+sVWrmep+EEEI40ihkQwewlsl8rsFaqpzT/MW9gejFsnlSS+dQTyr4abiY4DhG23vLyMHbRhrIWp0QQgghXIiPjwdwiKvKyN/f36FdZlJT3fv9NSuGbgMI2v8H6sQ4h3J19E3UaxaQ3H2Q4nUmq40ks8JaoMaq2LdXrm6mTtIVp3Kz3pP4oaPx3LYab4VkPLolM0iqVgdbNtZF/BZ8g8pocH5W2cokNu0AufS1exSlJ6tN9Q3A+s6X+M2fjMfhnYpttScP4fXJK8SP+ASLJKoSuSD9/Zf+txA54enpWdBdyHcPTCB6jx49mDt3Lrt376ZBgwZ07tyZgIAAjh49yo4dO/Dy8uLTTz8t6G4CuNzVpoq/S6xGeaAX6JEHwU7ZUNxLw5pORfm/g3HMPJmk2OZWipXeW++wu0dxQrzlaGMhhBBCZI+1Sg2sfoGoE2IdyjWHd8Ggt0Cd/UCnWINzFoQAhQ1+jwfq0Kvh3qQJtuMH8Nz6mf1zjxU/gFqDqWu/bPclK/oVP6BfvyTtkxuReJ4/RcoHX2OtXCN3H2S14PX1R2j+OZG7980BQ78RmNs8laNrbUWKkzLmq7RgdIVsZA5t9R6kvPMF1gqP5ehZjypraEXMdcPQ/r3LoVyVnIRu+xpMXZ8voJ4JIcSjyfvjYZjrt8DU8VlsRUvk67MTTDancRJAsQcgEL2SZEQXOWWzoVuzAI9VP9qLNJHn0e3YgLlGA0yde2Op2fC+N6mqz51EvzEczaGdqGzKJzo5dU3viallZ0wde2ELKX1fzxdCCOE+tYtTKqxlK2d6nbVUOTi2z6GsmCmBYGMCd/R+aZ9n86QZjVrFK9V9GbMvzqlu5slE5rV2ToolhBBCCJHbbt68icmUO6cLJ7Z+hnK/zncq99y0nIvlamAs4pxR4K4JQOFEsJR4IiNjHIq0iXG037NE8dkbaz1FmcRU1HVa8/jebejvXauMi8Gy9Huudejt1mvxP3ecokd2K9adb/ccydeuK9aJ7ImKikr7oPNASvgEUfKvdYrtNLeu4ffZSC71fJmESrm87ioeWfb3nxDZpNPpKF++fEF3I989MIHoGo2GVatWMXPmTFatWsWKFSswGo0UL16c3r17884771CtWrWC7iYAtgAXgehxd7nrXVaxLsij4Bf2dGoVnzUKpF5RPSN3xZKssKvwjsHKF0f+n707j7Op/h84/jrn7rMzGNswQ4iyJNmlFAmV4qtF6zctVEJ7KZSStP5sLd8kJam0iUqRZC3Klpjs+zBj9rn7Pb8/JnKdc8fMmJk7M97Px8MjPp/PPed9dc2c+Xzen/cnm9c6yxEyQgghhCgm1YS/bRfUnxcEN2cdQ92xpUQV/rIMMqZirfpEEatJ4bzqFv5IC54su+yPL/Rjv/4A7yX9IDK62PGEoqQfwfLdJ8FtPi+2T97G+eQbpXYfAPNvyypGEvp1/8Xb+z9ndA2tVl2cj72C44UHdRsYTowxW3A9+DyBpq3O6F5nK0+/m3SJ6ACW7z7F23MAWMN/4pQQQpS3uXPnsmrVKtavX8+WLVvweDxMnTqVwYMHG47Pzs7mxRdf5Ouvv+bIkSMkJCTQv39/HnvsMaKiil7hXHE7sX7/KZYf5uG7qDve3tcTaFQ+m6zSXMbJsfHFrNwZDrUdKg6TgtMfPI8lieiiUAE/tlmvY/nJeAHT/OdazH+uxV8/Ge8Vg/B1ugwsxag8G/BjWrcc63efYNr+Z9FfFlsdb88BeC+9CqJiin4/IYQQpULdq09E1xSVQL2kQl8XqGO89ndu/kFWWAvWLkty0szgJhE8/0c22aecCPjVbid7c300iKo0y7xCCCGEKEfHK55nZek3tMG/ldCPjytM7dqlWCyh3iC8f/2KZceWoGbV76PJz1+Q/cBzus3gnmw/kKm7VIOacSQmOoLaombMwerRnxK8JaIu7zW9lrcTCzbyuW4YhvWdF3Tjav62GMsV1+Gvl1z4+/B6qPbWM4Zdrq69ie/YnfjCryBOw+PxkJqaSkJCAlbrP/MxN99H9rktiZ75CopXX4ne7HbS+OP/w9u0FajhLQZbqhQFX71knL0GhiyMK0qX4edPCHFalWqGwmazMXLkSEaOHBnuUAqlxRpXIVCyjpEZb7ywVxES0Y8b2CiC5nEWblmSzs4c/bHMs1LyGXZeFE1iLWGITgghhBCVme/Ci7GckogOYF67DE8JEtEzDRPRjZ+r2sQHJ6LHefPomL5FN05x5WNZ/CXeq28pdjyhWL6bi+LXJ0OZtm1ATdlYeknUmoblmw9L51pnwNPnxlL7+9PqNsT1yCQcL45Eyc8N7lNVXPeNxX9+u1K519kocM55+Fq0xbzl96B2NTsDy7KFeC+/NkyRCSFE+IwfP559+/YRHx9PQkIC+/btCzk2Ly+Pvn37smnTJnr06MHAgQPZuHEjkydPZsWKFSxcuLDYRzAqgQCWNT9hWfMT/qat8Fw5CH+bziU6Paao0lz6+R8oWcJUeVMUheQYE1sygp+1duZIIroIwePGPv05zCGOdD6Zaf8uTO9OJPDZO3h7Xof30qsLTxB3O7Es+xbL95+hHi169TN//WS8vQfh61jMhHchhBClSt23U9em1a4HtsKf5wJ1QyWiH2BFXEEies0SbPCLsqjc0TSSNzYHz4f4NXh7Sx7j2xufwiyEEEKIs1vjxo0B2LlT/2xzcvvxcYUp7rzW6XhvG4l5zD26E8Osf64l5tuP8Vx7e1AyujPHY3idGpG2oNjUrRuwr1liOHZ4k9vZkqlgs9lQFAW69MS38nvMf64LGqcEAsR8PL2ggFQhp6NZvv8E09FDunYtMgbfDfeW+t/Z2cxqtQb/fXbthbNeQ+xvPIWaoT9NWdECWLetL78Ay4l1y+/Yf12Ca/j40j9pW4Sk+/wJIQpV8VeTKqFQO5CU7Awy3MaJ6HEhEqbC5bzqFpZcVYtutfULH34Nxq3NDkNUQgghhKjs/C0uQLPrj9Azr1sOmv40ltM5tSIUQFyIDX5t4oOfa/qm/45FM066si76DNz6qgklkp2JZek3Ibut3xgfE1gSpo1rMBlU7ypPnp4D8Ay6u9BJuuIKNGyC86GJaCdVqdfMFtz3PIW/bZdSu8/ZytvPuMKvZeHH4JMkPiHE2Wfy5Mls3LiRHTt28N///rfQsW+88QabNm1ixIgRfP7554wdO5bPP/+cESNG8PvvvzNt2rQzisWUshHHG6OJePxWzEu+ArfrjK4XSqiK6DUrQSI6QOMYfa2NHdk+tBI8X4oqLi8Hx6SHi5SEfjI16xi2z/5H5MhBWGe9jpJ6IKhfyUjD+uk7RI4chO3D/ytyErrv/ItwPjwJ5/gZ+LpdKUnoQggRTn4f6sFd+ub6p0/QKqwi+nE1HSV7rrq7RRRmgymWWSl55HiNn+GEEEIIcXZr3LgxderUYc2aNeTl5QX15eXlsWbNGho2bEj9+vXLPbZAwyYhC+BYv3of27Rng+a/MouSY+XzYfvgdcNxc2p1Ymm18zjiDLAn9581QUXBffNwNJN+PsmUshHzyh9Cxq8cPYR1vnFBKPd/7oLouJCvFaUjkNwM59i38DdqHu5QypWalYHjxRGYVywKdyhCCGGoUlVErywKrYjuNl4Aq0gV0Y+Ls6lM7lqN9p+ncmqx0W/2ulid6qZjgi08wQkhhBCicrJY8bXuiOWUqgTq0YOo+3YSaHD6xb2TZRWjInrr+ODTXPqnrQ15XSUnC8vPC/D2GliseIxYF32G4tEfEXececNq1D1/E2jY5MxupGlYvzae/PK17hjyGbW0aDYH/vPb4W/TqUyuHzjnPPImfoDy45dkp6dju+JarImNyuReZxt/i7b4GzXHtPOvoHY1PRXz6h/xde0dpsiEECI8LrnkkiKN0zSNDz74gKioKB555JGgvkceeYT//e9/zJo1i1GjRp1xTGrqfuzvv4Y27128l/XHe1n/Uv3eHioRPb6SJKI3itZPcWZ7NI65A8SXoPqoqJqU9CPYX3kU04HdJb+Gx4V18ZdYlnyFv21XvJ17Yf5jOeZViw1PQDKimcz4Ol2G94pBxf75RwghRNlRDu9H8Xp17YGizD1Ex6FFx6LkZAU1n5yIXtKTZupFmrg22cGnO4MLJmR7NT5MyWfoeVEluq4QQgghqi5FUbjlllt46aWXmDRpEmPHjj3RN2nSJHJzc0tlvqqkPNfdgfnXJahZGbo+y68/oaYewDViPFr1WoYnIwPEWf/dqWf58XNM+/UbCrNNdh5t/G8hnjVHPCT9M4ek1W2It/cgrAv0xaKsH0/H16YTnFQc6Tjbh5NRvPoq7f5GzfF172sYqyh9Wlw8zidexzZjEpZVP4Y7nHKjeL3Y334Bz4FdeAbeVaYnaAohRHFJInpZsNrQ7BEorvygZiU7g4wQD0kVMREdICnazJDmkUz7M0/XN2ZtNt/1qVFwdI0QQgghRBH5L+ymS0QHMK9bhqcYiRi+gEaO16AiutX42aRFNQtWFTwBcPjdXHFsY6HXtyz8GG+Pa8BsKXRcofJzsSz+4rTDLN98hPu+MSW/D6Bu24hp+2Zde6BaDVwPPFs1qitGx+G88gYO79tHYs264Y6m6lAUPFcNxvHGaF2X9ZvZ+Dr3BFWS+IQQ4lQ7duzg0KFDXHbZZURGRgb1RUZG0qFDBxYvXsz+/fuLVGFKM5k43QyLkpuN9atZWBbOwdepJ57eg9DqJZX8TfwjZEV0R+X4+t841niKc0e2TxLRBQDKgd04Xn4E9dhRw37NYsV956Mo6alYfvgcNTO98OtpGuZ1v2Be90uRY9Aio/FeejXey69Fq1ajWPELIYQoe6FOmAs0OKdIrw/UaYgpJ3iuKTgRveTPJMPOi9IlogNM35LL3c0jMamyTieEEEKcDWbNmsWqVasA2LJlCwAffPABy5cXnPrVqVMnbr31VgAefPBBFi5cyOuvv87GjRtp3bo1GzZsYMmSJbRt25ahQ4eG500AREThvuVBHFPGGnab9qTgGHsvrgfHk+U1Pnnm+OnISkYa1i/eMxwzLmkgh2zVTvz51yMerm/876nNnmtuwbzqR9RjR4Jep2ZnYP3iPTw3Dw+O64+VmNev1N1HUxTctz4oScHlzWrDfc9TBOolY/vsnXBHU66sC+agHtiD697R4NCfRC6EEOEgiehlRIutpk9Ez8ogoyjHxlQwD7eK5sO/88n2BCd6rTni4Zu9Lq5q6AhTZEIIIYSojHytOqBZLLoqU6Z1y+HaO4p8newQG/xCVUS3mhRaVLOwPt1Lr2MbiQjoKxacTM1Iw7xi0RlVMLAs+QolX7+h71Tm35biOfxftNqJJb6X9RvjaujeK6+vGknookz523TGXy9JVyFUPbQP07rl+C/qHp7AhBCiAtuxoyBZqVEj4yqZjRo1YvHixezYsaNIiej5Y9/Cumgelp/mozgLf35QvF4syxZiWbYQX6sOeHsPwt+iLZSwWMBRp9+wPb6CFk44VbJBRXSAndl+2tcq52BEhaOmbMLx+pMoeTmG/VpkNM6REwg0OR8Ab+9BmFcvxvLtJ5j27zzj+wdq1sV7xUC83XqDXRYHhRCiolL3hUhEL+JpbIE6DTClBCeiN3Sl4fC7MdnsOMwlTxa/oIaVzglWVqYGz2XtzfXzzV4X1yTJOp0QQghxNli1ahVz5swJalu9ejWrV68+8efjieiRkZEsWLCAF198kfnz5/PLL7+QkJDA/fffz2OPPYbDEd7nB/9Fl+C6/SFsH7yO4tfPS6lZx3BMeJDEyx4ALtT1H8+xss6ZhuLSb9jbGpXI1Ho9g9rWHDllXdDmwD34fhyTn9G93vLjl/i6XfnvacYeN7YP/8/wvfguvZpA8rmGfaKMKQreqwYTaNwcy3efoKQdDndEpUpxO1HTUg37zOtX4hh/H64RL6DVrFPOkQkhhJ4kopcRLaYapB4IalOyjRPRHSYF+xlMQJW16nYTI1tGM25dtq7v2XXZXJloxyzVFoQQQghRVI4I/Oe1w7x+VVCzad8OlCMH0WoVrdJ1pkdfDR1CJ6IDtIkvSETvn7a2SPewLpiDr1vvklWD9rixfP9ZkYYqmoZ1wRzcdz5a/PsA6q5tmDf9pmvXomLwXtKvRNcUZxlVxdtvMKa3ntd1Wb+ZjbPdxSVObhRCiKoqO7tgniQ2NtawPyYmJmjc6bgc0biuuR3likHYln+PY8kXmNKPnPZ15o1rMG9cgy+xMc7Lr8N9UXcwFW/K70ieV9cWY1EIeN249F0VTn2bcSL9tmMuXK7KkUwfDh6PJ+i/VZF1/Soi/zfB8NhsAH+1mmQ/+Dz+Og3A5fq3o90lcGF3LH/9geOHeVi3rCv2vb2NmuPsOQBPm07//jxx8j3EWfEZFGXPbreHOwRRRRglomsRkWjxCUV6faBuQ/010Wiaf4isuKKfABjKsPOiWJl6TNc+7c9cSUQXQgghzhLTp09n+vTpRR4fGxvLhAkTmDBhQhlGVXK+S69Cq10f++QxKHn6+TPF6+W6717l+QZXMTp5EJry7xxPrFXFtOV3wxOYAWZ3uwefM3h+bEuGl2xPgJiT1hH9F3bD17I95k2/Bt9bC2Cb9TrOpyaDqmL9ZjaqQZKzFh2Le8CdxXrfovT5W7QtKNJR1QT8WD95G+u3cw27Tft3ETHuXpz3P0vg3NblHJwQQgSTRPQyosVW17UpWcfINEhEr2ar+Akd97aI4n9/5XEgP3hh7+8sHx+k5HPHuZEhXimEEEIIoee7sJsuER3AvO6XggreRZAVoiJ6XCGVO9vUsGLemk2/9N+LdA81dT/m35bh63BpkcafzLJsIWp2hq7dn9wMdd9OFF9wVpd5xSI8/W9Hiy9+2U7rgo8M2z29BoJNFiNF0fg6XErg8xmoRw8FtZt2p2DavBZ/y4vCFJkQQpwdDh8+jPf4iTHN2kGTC4jb+ju1Vi8i8uDu077evG8H0e9NwvbZOxy96DLS216Mv4jVlw9k2YDgjXdxJj/79u0r5rsIj4AGNtWBOxA8x7blSA779qWHKarKIzXVuLJSZRf/+zLiv/0QRTPewOqsWY8dNz6I16dAqM96dE247l7sXfdTa/UPVNu8BjVgvPEBCo7jzmx2AUc69iK//j9JhwcOnulbqfKq6mdQlD2LxUJSUlK4wxBVhFEieqB+4yJvyg7UbWDYfm7+QXbam5xRbABXJtpJjjaxKyf4+9CaIx7WHvXQrqachieEEEKIysff/ALyx0zD8fpTqAf3GI55bO98mucd4Nbmw8g1O7CbwI4P26zXDcd7O/cipmUb+DUrqD2gwe9pHi6pe9JmVkXBffNwTE/doVu3M23/E/Py7/E3a4llQXAl+uPcg+6FqJgiv18hikU14blhKIF6Sdhmvqr7jAIoOVk4XnoI920jz+iUbyGEOFOSiF5GAkaJ6DlZZBmUkSosWaqicJgVnmgbzf3LM3V9E9Zn85/GDqIsFf99CCGEEKJi8F3QGU1RUbTgZHLz2jNPRI+1hl4gbBNvoXvmVqr58nV9gdqJqIf1CSiWbz7E1/6S4lWD9vmwLPzYsMsz6B7Mvy7F8tPXQe2K34flu7l4Bj9Q9PsAysE9mNYu07Vr9gi8l19brGuJs5zJjKfvjdhnvqrrsn7zIU5JRBdCiCDHK55nZWUZ9h+vhH583OnUrl1b39gwCWeva/Fu/7OgKvPG1SGTao+z5mRSb8k86qxYiLvLFTgv60+ghsG1T5K7ORMITmpKiLKSmFizSLFXBI02Z/JXVvB7OOy3kZhYtCqmZyOPx0NqaioJCQlYrVUoeU3TcHwzm8iFH4Yc4m3SkvxhY6gdEVW0ayYmol3YiYysdBw/zcf+8zeo+bn/3tJqw9X5CpyX9ydQsy7xQPwZvo2zQZX9DAohKp/cLNSMNF2zv0HRK5kH6oRORM+2l+CkvVOYVIWhLaJ4dI3+2XPan7nMuES/LimEEEIIURloCfXJf3oq9unPYd64xnDM1em/s+yPcVx7/kO4qydg+f4z1EN79ddyROK54V46eIx/xlxz5JREdECrXR9v3xuxfjVLN972yZv46zcyTAD2n3Mevq5XFOUtCnFGfN2uJJBQH/vkZwyLoCl+H/YZk/Ds34XnhnuLfVqmEEKUBvnKU0a0mGq6NkULoOVkAcELHNUqQSI6wI2NI5i2OZctmb6g9iPOAFP/zOWxNrLLTwghhBBFFB2Hv1krzFvXBzWrO/5EyUxHizt92kam2zgJK84a+tmqeTUL16X/ZtjnvnUEtvdfRU09ENRu2rsD08Y1+Ft3PG1Mx5lX/4iarq/q52/cHH/zCwjUqI35529QAsHJ9Jal3+C56haIiSvyvawL5hgmpHkvuwYio4t8HSEAfF2uIPDl+6iZwdVjTVs3oKZsItC0ZZgiE0KIiqdx44LEpJ07dxr2H28/Pu507HZ76M6W7fC2bIfv8D6s33+Gefl3KB53oddT3U4cS77E/tPX+C7qjrf3IAKNmxuOPebRP0vUijAXHlMF0zjWoktE35UbwGazoRRnQ+FZyGq1Vqr/14UK+LG9/zqWpfNDDvG1uxj3PU9hs9qKf317PQI33Ev+tbdhXrMUdU8KWp0GeDteBlExSCp1yVSpz6AQolIy7TN+ngskFj0RXYtPQLPaUTyuoPZz8w+yy1E664A3NYng+T+yyTrl2e2r3U725vpoECXLvkIIIYSopCKicI18Aevct7B+94nhkFZ5+1j9+9O81PoOrEveNxzjGXAnWmx1WgY0HCYFpz/4uem3Ix7j1/W9CfOKRahph4PalZwszH/9oRuvKSruW0eAWjnyvUTlF2jaEueY6djfeArTXv1pTgDWRZ+hHtqDa+gzskYshCh38h2xjGix+kR0AGuOfmdSYclSFYlJVRjbLtawb/KmXI44Qx9LK4QQ4uwyf/58+vfvT3JyMgkJCbRq1Yo777yT/fv3B43bsWMHw4YNo23bttSuXZvmzZvTv39/Fi5cGKbIRXnyX9hN16ZoGqY/VhTp9aErood+trIpGtelr9O1p1uj8Z/bGk/fmwxfZ/36QzhN9dETAn6s38w27PL0uxkUBa1WXXwdL9P1Kx431kWfFe0+gJJ2GPOqH3TtmsWK94r/FPk6QpxgteHtPci4K8TnWgghzlaNGzemTp06rFmzhry8vKC+vLw81qxZQ8OGDalfv36p3VOrnYj7tpHkvToX93X/JRBi/ulkihbA8utPRDw7FPuLI1GOHQm+pqZx1KV/rqphrxzzVcc1jtEnXmV7NI65jZ8ZRcWmHNiN/dXHiXhwABH39y/yr8j7rik0Cd3b4xpc942BkiShn8zmwHfxlXhuebDgFCI5hlsIISo1de92w/biJKKjqnhr65/7zs0/QM1Seq6Ksqjc0SxS1+7X4O0teQavEEIIIYSoRFQTnhuH4brzMbQQFZ1renOYtPb/UNwuXZ+/wTl4e1wNgEVVuKCGRTfm16MeAkbrfTY77puHFzlU7+X9CTRsUuTxQpQGrUZtnE9Nxmewxn6cedNvRDw3DOXw/pBjhBCiLFSuFaVKxKgiOoAjT39kXmWpiA7Qs76NrrX1tX1yfRovrc8JQ0RCCCEqEk3TGDFiBLfccgt79uxhwIABDB06lE6dOrFmzRr27dt3YuzatWvp2rUrn3zyCeeddx733nsvPXr04Pfff+emm27ixRdfDOM7EeUh1A/J5rW/FOn1mSET0UNXvFR3/kVNl35j4FfV25LhU/F16UWgek1dv2n7ZtRtG4sUl2ndctRD+3Tt/vrJ+Nt0OvFnb4ikd8viLyA/t0j3snw7F8Wv3wzovbgPWqwcySxKxnvpVWgGlRLMG1aj7vk7DBEJIUTFpCgKt9xyC7m5uUyaNCmob9KkSeTm5nLbbbeVzc2j4/Becyv5L3+M685H8ddNKtLLzH/9geP5B8D/72l32V4Nr8FjVU27qZSCLR+NDBLRAXZmS+GEysb05zoinh1W8OyRmY6ak1nkX0ohz9HuAXf+U62scn22hRBClD3VoCK6pigE6icV6zp5NRN1bU3zD1OzFI/MuKt5FGaDqa9ZKXlkh5grE0IIIYSoTHwXX4nz8VcJRMcV63Xu20bCSQns7WvpH8KyPRrbMn26dgD/BZ3xnbSOF0ogthqea+8oVmxClBp7BK77x+G5+paQQ9RD+4h4diimP9eWY2BCiLNd5cmArmRCJf7EOjN1bZUpEV1RFJ4NURV95rY8tmd5yzkiIYQQFcmbb77JzJkzGTJkCGvXruXll19m7NixvPXWW2zevJmLLrroxNiJEyfidDp5//33+eCDDxg7dixTp05l+fLlREdH88Ybb+B2u8P4bkRZ0+Jr4U9upms3/fU75J1+g1uoiuhxhTxbmdcZJ7l/VaMdG9I9YLbgvfJ6wzHWbz48bUxoGtb5xlWjvf0GBx3RF6ifjK9tV904JT8Py5KvTnsrJesYlp8X6EMwmfD2ueH0sQoRij0CT88Bhl2WBR+VczBCCFH+Zs2axdChQxk6dChffvklAB988MGJtlmzZp0Y++CDD3L++efz+uuvc9111zFu3Diuu+46Xn/9ddq2bcvQoUPLNlirDd/FfXC+8B7OURPxtWh72peoaamYtm448ec0p/EzVXwlq4geKhF9R7bx4qKomMyrF2N/5TEUV36pXVNTVFz/fQTv1beAEnrTqhBCiLOXuk9/tL2WUB9sjmJd51i8PhHdpvlIdh8tcWynqhdp4tpkfVzZXo0P/y69759CCCGEEOEUaNoK55jp/Bmlf74y4r24D4FzzgtqM0pEB/j1iCfkddw3D0ezFL6L0HP9UDAo5iNEuVFVPAPuxHXv0yE/r0peDvZXHi9yoTUhhDhTlWtFqRIJlYie4NVXRI+zVq7/DW1rWrnOYJLLp8Gz67LDEJEQQoiKwOl0MnHiRJKSknjxxRcxmfRV5szmf5NDdu/ejaIo9OzZM2hMgwYNaNGiBU6nk7w8OVK2qjOqiq74/Zg3rD7ta7M8+qPzTApEGpWFAtA0w0T0HJOdH6udz/q0gg113u590aL1G+/Mm35D3bWt0JhMm3/DtCdF1x6oWRdf+0t07Z5+gw2vY/nuUzA4VjBozPefoXj1k2W+Tpej1ahd6GuFOB1vz+vQbHZdu/nXpSiH9RX/hRCiKlm1ahVz5sxhzpw5bNhQkLC9evXqE22rVq06MTYyMpIFCxYwdOhQUlJSmDJlCikpKdx///189dVXOBzFS14qMUXB37oDrsdeJf/Zd/B27oVm8Dx+YviRAyd+n+Yyrhheo4okou/MkUT0ysKy6DPs059D8Zfe/zPNasP14Hh83fuW2jWFEEJUMX4f6oFduuZAYqNiX+pQtfqG7Q2y9hf7WoUZdl6UYfubW3LxB/TzZUIIIYQQlZEvvjad24zlq/gLCx2nRUbj/s/duvZQiehrCklE12rWCbl2B+Bv2gpf554h+4UoT75Ol+F88v8IxMUb9it+H/Z3XwKD9WQhhChtlWtFqRLRYqoZttf26BPRK1NF9OOebhuDxSDsr/e4+K2QhzYhhBBV15IlS8jMzKRv3774/X6+/vprXnvtNWbMmMHOnfrjbZs3b46mafzwww9B7fv27WPLli2cf/75VK9uvLFLVB1GiegQunL5yTLd+uqdcVYVJUSVQ/XALtTUA7r2b6u3xm2ysj79n5NdbA48vQYaXsP6jXG18xP9Iaqhe/reGHQc4HGBxs3xnaefQFNzMrEsWxj6Rnk5WBZ/qWvWFAVP35sKjVGIIomKwXvp1bpmRdOwLpgThoCEEKL8TJ8+nczMzJC/pk+fHjQ+NjaWCRMmsHnzZo4ePcrmzZsZP3480dHhqYwUaNgE9z1Pkv/yx3h6DzIco2Rnnvh9msu4InpNR+War6oToeIw6Z8Dd0pF9IovEMA69y1ss6eU6mW1yBicj72K/4LOpXpdIYQQVYuSegDFqz/t15/YuNjX2htdz7C9VoZ+PupMXFDDSucEfWLV3lw/3+wtvLCBEEIIIURlke3VyDPbGXj+CCY0uCbkOPfAIRATp2uvYTfROEZfqKGwiugA3j43EKhVV9euqSruW0fIaWuiQgk0OhfnmDcNTyEHUFP3Y/l2bjlHJYQ4G1WuFaXKxGZHs+urXtUyTESvfA8pyTFm/tss0rDvmbVZaJpUXBBCiLPN+vXrATCZTHTp0oVbb72VcePGMWrUKNq1a8fo0aODxo8ePZqEhARuu+02brnlFsaNG8f9999P165dSUpKYubMmeX/JkS50+o2JFCnga7dtPFX8LgLfW2WR580FWsN/VxlWmuc3P5ljYsAWJ/+78ST97L+aPYI/TXW/YJycI/hddSUjZi2bdC1B+Li8XW9ImRc3qtuNmy3LPwYfPqFUADL4i9RXPrjlv0XdkOr2zDkvYQoDm/vQWhmi67dvGIRSvqRMEQkhBCiOLTqNfEMuhvNYHFMyck88ftQiejx9tAV1SsiVVFIjtbHLInoFZzPh+2dF7EuDL3Rzd+sNd5Olxfrl+eaW8l/4T3dsdxCCCEqPk3T+Prrr+nXrx/NmjWjTp06tGvXjhEjRrB79+5Sv59p73bD9kAJEtG3O2rjR//sVS2t9E8Wuy9EVfRpf+aW+r2EEEKIk7Vs2ZK4uDjDX3376k+jOnToEI899hgdOnSgbt26NGnShN69e/Pxxx/j9xuf0hbK9u3buf3222nUqBG1a9emS5cuvPvuu5KfUkUdXwfUFJWnGw3i5ubDcCnBaxb+c1vju6RfyGu0r2XTtW3P9pEe4oRAAKw23LeP0p026O17U4lOzRGirGnVa+J84g28HS417LfO/xDl6KFyjkoIcbYxPrNWlAotphqKyxnUllBFKqIDPNImmo+255PjDX6oX5Xq4dt9Lvo0KKfjp4UQQlQIaWlpAEydOpXWrVuzZMkSmjZtysaNGxkxYgRTpkwhOTmZO++8E4CmTZvyww8/cPvttzN//vwT16levTqDBw8mOTk5LO9DlD/fhd10lcYVjwvT5t/wt+0a8nWZRonohTxXGVVZdytmvo1vDcDuHD+Z7gBxNhUio/Fe1h/rgo+C49I0rAs+wn3XE7prWb/5SNcGBcm8WIyP/wPwn9sGf+PmmHb8FdSuHjuCedWP+LpdeUrQTqyLPjO8VmHHBQpRXFq1Gvi69cby0/ygdsXvw/LdXDyDHwhTZEIIIYrMZIaoGMgJno9SsjNO/D5kRXR75ZuvahRjZktmcOL5jmwfmqaFPDVHhJErH/uUMZg3/RZyiKf3IDzX3wtq5fs8CiGEKJnRo0czdepUateuTd++fYmOjmbz5s28//77zJs3j++//54WLVqU2v3UffqTHAECDYqfiH7YZ2KHI4GmzsNB7RFH9lLadcp7J9ppFG1iZ05wEtWaIx5+O+Lholqh56KEEEKIMxUTE8PQoUN17Q0aBBce2r17N5dddhnHjh3jsssuo3fv3uTk5LBgwQLuvfdeli1bxrRp04p0z61bt9KrVy9cLhf9+/enTp06LFq0iIceeoitW7cyadKkUnlvouI49WTkjxO6sCWyPp84vyc5ez+Bc87DfeMwUEMXU+hQy8qc7frCTr8e8XBlITlN/vPa4Ro+Hst3n6Dk5eDr2ANvnxtL/maEKGs2O+57R6MeOYhp17agLsXjxvbRFFwPPh+m4IQQZwOZwS9DWkx1XZtRRfQ4a+X831DDbuLBlsbHTI9bm40vILtOhRDibBIIFEwGWK1WZs+eTdu2bYmKiqJz587MnDkTVVWZMuXfo9bXrVtHr169iIuLY+nSpRw8eJD169dzww038Pjjj59IWBdVn+/CbobtRonjJ8vy6J81Qj1XKUcPGVa4WlztfHLM/1Y+33ByVfQrBqIZJJCbV/6g2zWu7vkb84bVurFaZDTeS68K/SYAFAVPP+Oq6NYFH0EgeEHR8vMClBz9M6Wv5UUEQhy7JkRJefrciKbo/11Zln4D2ZnlH5AQQohiC0RX07UpJ30NPxqiAlR8JU1EP1WWRyPDbZxsL8JHyc7A8eLIQpPQ3TcMxXPjMElCF0KIs0hqairTp08nMTGRNWvW8OqrrzJu3DjmzZvH+PHjycnJYerUqaV6T3XfDl2b5ohEi08o9rXSXAG2RdTVtZsO7YVSrtRqUhWGSlV0IYQQYRIbG8sTTzyh+zV4cHCxnMmTJ5Oens4LL7zAZ599xrhx43j11VdZs2YN9evX56OPPmLv3r1FuueoUaPIzs5m9uzZvP3224wbN46ff/6ZTp068c477/Drr7+WxVsVYWRUkGpjVEN+v+FxnOPfxX37KLDZC71G+xCb8xbuPf02QX+bTrgefw3nc//D2/cmkCIHoqJTTbhvHWl4Qqb59xWY1q8KQ1BCiLOFzOKXIS1Wv9CX4M3WtcVV0oroAMPOi6ROhD7+bVk+PjLYVSiEEKLqiomJAaBNmzbUqVMnqK9FixYkJSWxa9cuMjMz8Xq9/Pe//0VVVT788EPatGlDREQESUlJvPDCC/Tt25cvv/yS1av1ib2i6gkkNyNQvaau3fzHSvD5DF5RIMuoInqIRHTzuuWG7V/WaBf05z/SvCd+r8VWx9tdf4ykEghg+XZuUJslRDV0T88BYI8w7DuZv00n/PX1pwCoh/ZhOjkh3+fFsvBj43uFSGYX4kxoteri69hD16543CEr8wshhKhYtJg4XdvJFdHTDSqix1kVLGrlW1wzSkQHdJVCRXgpRw7iGH+/rjrTcZrJjOve0XivvL6cIxNCCBFue/fuJRAI0LFjR2JjY4P6evfuDfx7KmNpMUpEDyQ2KlGiUZorwFaDRHQlPxcl61iJ4ivMjedEEGvVx/nVHid7ckLPqQkhhBDlZffu3QD06tUrqD0uLo5OnToBcOzY6b9Hbt++nZUrV9KtWzd69ux5ot1qtfLUU08B8P7775dS1KKiyHQbb+QLtRZo5Nw4M9Vs+uelebuchuuMQlR2gUbn4uvez7DP9uFk8LjLOSIhxNmi8mZAVwJajD4RvaYnG1ULfpipVokT0SPMKk9cEGPY98Lv2eR55cFNCCHOFk2aNAHQLRIdd7zd5XKRkpLCnj17uPDCC4mI0CfpdutWUCF748aNZRStqFAUxbAqupKXg2nbBsOXaJqmO5IPCpKmjJjXLdO1+VGYX6NtUNv6dG/Qn71XXo9m0h/pZ1m2ACUzvSDOw/sw/7ZUH6PNjrfndYbx6Kgq3n6DDbus82efqJplXrEINUO/4Opvcj6BZq2Kdi8hisnb7ybDdsviLyBfqqwJIURFZzQ/FVwRXf9MVcMe+kjjiixUIvqObEnEqijUPX/jGH8fauoBw37N7sA16kV8nS4v58iEEEJUBI0bN8ZqtbJ69Wqys4MLO3333XcAdO/e/fQXChRxbSo3G/XYUV2zP7Fx0V5/ijSn3zARHUA9VLRqr8URZVG5o1mkrj2gwdt/5ZX6/YQQQojjPB4Ps2fP5pVXXuHtt99m7dq1huOaN28OwKJFi4LaMzMzWb16NQkJCTRrdvqTXpcvLyg21KOHvmhKp06diIyMZMWKFcV9G6KCM6qIDqFPRzaiKgoDG+nXovN9Gp/skOKaompy/2cIWpQ+l089ehDLgjlhiEgIcTaovBnQlUAgtrquzUyAeG/OiT+bFIixVL4KUye76ZwImsXqF/oOOwNM3yITXUIIcbY4njyekpKi6/N6vezcuZPIyEhq1KiB11uQ7BuqgtHxdpvNVkbRiorGb5CIDgRXAz+Jyw9G809GVRCUrGOof2/Wta+vcS5HrcEbJ9ane4L+rNWoja9TT06leL1Y/qkGbV0wB8XgeGVvj2vA4If8UHztLyFQ0+D45j1/Y9r0KwT8WBeEqLzeb7AcCSjKTKB+I3xtu+jalfw8LEu+CkNEQgghisOwInpuFgQKqoSnGSaiV84pw0bRxgn0OyURvUIw/bkWxwvDUbMyDPsDMdVwPv46/vPbGfYLIYSo+qpXr86YMWPYv38/7du3Z9SoUYwZM4YBAwYwduxYhgwZwt13333a69jefgHyck47zmRQDR0gUMJE9KMhKqIDKAdLPxEd4K7mUZgNpoQ+SMkjW6p8CiGEKCOpqancd999PPfcczz66KNcfvnl9OjRg127dgWNGz58OOeccw5PPvkkAwcOZMyYMYwaNYoOHTpgMpn48MMPcTgcp73fjh0F37MbNWqk6zOZTDRs2JC9e/fiK+SUXVH5GBWkAogrZrFPo417AO9ty0MzWN8TotKLisX9H+Ofm6wLZqOEKBAhhBBnwrhMkCgVWqy+4hRAgifrRNJTrFVFqeRJQ2ZVYWy7GG5crD8y6Y1NOdzeLKLSVtISQghRdMnJyfTo0YMlS5Ywa9Ysbr311hN9r732GllZWQwaNAiz2Uzz5s2JiYlhzZo1LFmyJKiCwf79+5k5cyaKotCliz7xUVRN/qYt0aJiUHKDq12Z1y3Hc/NwUIMnlUJWQTCYfDL9sdIwUTylSSdd2+4cP5nuQNB1PH1vxLzie901LIu/wtfxcswrvtddRzNb8PYeZBhjSCYznr43Yp/5iq7LOn82XmeeYeVIf2Jj/K07Fu9eQhSTp99gzL/rK8pYvvsUb88BYLOHISohhBBFYVgRXdNQcrPRYqqR7vLr+itrInrdSBN2U8GmxZNJInr4mVctxvbOBBS/8f+LQK26OB+ehJZQr5wjE0IIUdHcd9991K1bl+HDhzNjxowT7Z06dWLgwIGYzadf2jRv/g11zN1k3/s0/vr6hLXj7Du3Gba7aific7mKFbc/oJHuDuAJkYiu7duBq5jXLIp4E1zTwMq8PcHFFbK9GjO3ZHH3uadP7hOlw+PxBP1XiPIknz9RGuz2os3xDh48mE6dOtGiRQsiIyPZvn07U6dOZe7cuVx99dWsXLmS6OhoAGrVqsUPP/zA3XffzQ8//MCPP/4IgMPh4I477uD8888v0j2Pn5QS6lTm6OhoAoEAubm5xMXFFemaouLLClkRvXg5Vi2qWehQy8qaI8FfI7dk+PjtqIf2taQwmqh6fBf3wb9sAaYdfwW1K14vttmTcY2cIEXOhBClShLRy5AWo6+IDpDgyeZ4Tc5qtqrxRb13op1OCVZWpQY/uOV4NV5an8NLHePCE5gQQohy9corr9CrVy+GDx/OggULaNKkCRs3bmTZsmUkJiby3HPPAQWVzp999llGjBjBwIEDueKKK2jatCmpqal888035Obmcv/993POOeeE+R2JcmMy47ugC5Zfvg1qVjPTUHdtJdC4RVB7qMkno4ro5rXLDMe62nSFv/TtG9I9dK/774SrVrch/gu76a6juPKxv/wwil+fvOXrdiVaXLzhfQvj63oFgS9nomamB7WbUjaipO4zfI33KqmGLspeoHELfC3aYt7ye1C7mpOJZdlCvD2vC1NkQgghTseoIjqAkp1BIDqu0lZEN/2+HOt3nwLg7dYbX7crURWF5Ggzf2UGJztLInp4Wb77FNucqSH7/UlNcT000XDThBBCiLPPxIkTefnll3nyyScZNGgQsbGxbNq0iSeffJJ+/foxa9Ys+vTpc9rrmI4eInbCCPb2u5WM8zsYjmmwbRNRp7RpKOwJmAnsM56HCSXDCwEtgixLJIescdTxZAb1e3dvZ18xr1lU11RTmLdHn3D+5pZcekakGVZMF2UnNTU13CGIs5h8/kRJWSwWkpKSijT28ccfD/pzq1ateOuttwCYO3cu77//Pvfffz8AO3fu5IYbbiAyMpJvv/2Wli1bkpWVxSeffML48eNZsmQJ3377LSaTFDYUekZFqSwqRJTg4eaOZpG6RHSAGVvzJBFdVE2qivvWkTjG3qMrtmbesBrTHyvxG5yGLIQQJSWJ6GUoVEX0Wt6sE7+vVswjYyoqRVF47qJYLv/mqK7v7b/yWHHYTfe6NrrXsdO5tpVoS9V430IIIYIlJyfz008/8cILL7B48WKWLFlCQkICd911F48++ig1a9Y8Mfb222+nYcOGvPnmm/z6668sWrSIyMhIWrVqxe23386gQcWsJi0qPd+F3XSJ6ADmdb/gOTURPcRxfLGnVkHIz8V0SuIsgL9hUxo3rg9/6Z9d1qd7gxLR4Z9q0AYJ7WpWhq5NU1U8fW4wjO+0LFa8V16Pbc60It0rkFAP30XdS3YvIYrJe9XNukR0AMvCj/FeehWYLWGISgghxOlo0XGG7Up2Jlk1NbwGj1U1HBV7AVjduh77/z19YhHFtG0DLkXF1/UKGsXoE9F3SCJ6eAQCWD99G+vCj0MO8Z1/Ea77x4EjohwDE0IIUVEtXbqUCRMmMGzYMEaOHHmivVOnTnz88ce0adOG0aNHFykRHUD1eUj68n8k5KSTN+BOMAUvi8ZkHNG9JlCrLvUaF784Rl6WDyhY/9saUVeXiB6ZeYTExMRiX7coEoFOB7NYdST4meegW+VXX02ubySnmJUHj8dDamoqCQkJWK3WcIcjzjLy+RMVwR133MHcuXNZs2bNiUT0YcOGsW/fPtavX09CQgIAUVFRjBw5kiNHjjB9+nTmzZt32jXBmJgYALKysgz7c3JyUBSFqKhTt5iJyizTrT/tOM6qopSgONM1SQ4eX5NJpif4ml/udjKhQ6DK5G4JcbJAUlO8Pa7BuvhLXZ9t9v+Rf96FcuKxEKLUSCJ6GQpVxSfBc1IiukHVzsqqXU0r1yTZ+Wq3/mjBPzN8/JnhY9qfeZiVgrEX17XRvY6Ni2pasZqkHIMQQlQV9evXZ9o0fRKtkUsvvZRLL720jCMSlYX/vAvRbHYUd/CzhHntL3j+c3dQ1e9TJ4qOiztlosi8YQ2KX5945LuwKy2qWTAr4DvlUuvTvLrxgeRm+FpehHnTb6d9H76Ol6HVMj6GuSi8l/TD+vWHKHnZpx3r6XsTqBU7UUxUHf7mF+Bv3Fx3jJ967AjmVT/i63ZlmCITQghRmJAV0XMySXPpT3aBil8R3TZvhq6Sj2Xp/BOJ6KfK9GhkuGVRsVz5fNjenYhl5Q8hh3g7XY57yGOymU0IIcQJP/xQ8H2jW7duur6EhIQTpy/m5uYWK9HMsfgLrPt34hr2zL8n2Pl9mA/t0Y3VGjTGbi9+MkZ2hvvE7/+KqMulmVuC+k0Zadi1QJltvnqgpcaqxcd07U//nk/3xCiSomVJuLxYrdYSfYaEKA3y+RPhFB9f8D02Pz8fKEgOX716Na1btz6RhH6ybt26MX36dDZu3HjaRPTGjRsDBRXWT+X3+9mzZw8NGzbEbJbvd1WJUUV0o5ORi8JhVrjxnAimb8kLanf5Yc72fIadJ5sYRNXkGXAn5l+XouZkBrWraalYv5mNZ8Cd4QlMCFHlyOpLGQpVEf3kRPRTk6Uqu2faxp72iD+fBquPeHhpfQ59v00j6aNDDFyUxuRNOWxI9xDQjBPLhBBCCFHFWW34WnXUNaup+1EP7A5qyzKYfAL9BJR5nb6KOYD/wm7YzQrNq+mTXpYecuE6NTsd8PS7OVTkQbx9byrSuJDsEXh6DTjtsED1mvi69DqzewlRHIoS8t+BdcFHEDBOZhRCCBFeoQolKNmZpLmMn6kqciK6cuQgppSNunb14F4AGhskooNURS9Xrnzsrz9RaBK658rrcd/9pCShCyGECOLxeABIS0sz7E9PT0dVVSyW4n//MG3bgGPMPajb/wRAST2A4vXoxvkbFL8aOkCa89+fibdFGBcoUA/vLdG1i6J3op1G0fpiBdlejTuWHsPjl7U3IYQQZWvt2rUANGjQAACvt6DoT3p6uuH449/vbTbbaa/dpUsXAJYsWaLrW7VqFXl5eSfGiKrDKBE9zlbyIpd3NIs0bJ+5LQ9N8pREVRUZjef6ewy7LAs/Rjm8v5wDEkJUVRV3VakqsEegGRxhUasKJ6I3jjVz57nGD2+h5Ps0fjzg5um12XT/+ijnzDnM42syyXAbL4YKIYQQouryX6iveAVgWvdL0J8zQzwnxFlPmoDyuDFtXKMbE0ioT6BeEgDta+mPKc1wa8zf49S/rlkr/E3ODxU6AL62XQnUTy50TFF4L78Wze4ofMyV10vijih3/jad8Bt8xtVD+3T/ToUQQlQMWnScYbuSncHREInoNStwIrp5xSLDdiUvG1z5JIeo9rlTEtHLhZKdgePFkYWeJOS+cRieG4aCWnE/Z0IIIcKjY8eCAgXTpk0jKysrqG/GjBkcOHCA9u3bFylhzYiamYbjhQcxL/4K074dhmMCiY1KdO2Tn6u2RtQzvv/BsktEVxWFpy+MMez7I83L2HVZhn1CCCFEcaSkpJyoeH5q+9ixYwEYOHAgANWrV6dJkybs37+fWbNmBY3PzMxkypQpgP4klJSUFFJSUoLamjRpQufOnfnll19OnKACBZvYnn/+eQBuvfXWM3tzosIxWguMK2FFdICmcRa61NavC6Zk+ViZqt+gKERV4etyheEat+LzYvvgDZCNGEKIUiCz/WVMi6mua6t9UiJ6VTwSeFy7WK5qWPIjv465A7y5JY/uXx9hQ7o87AkhhBBnE1/rDmgmffKQZeUP4Px3crMoFdFNf65Dcbv092jXDZSChPVBjYyTvd/blqdvVBQ8VxVeFd3Tb3Ch/UUWFYO3xzUhu7XoWLzd+5bOvYQoDlXFG+Jzbp0/WyarhBCiIoqIMny+UrIzSQ+RiB5v11fTrBA0DUuIRHQA5dhRGscYxy4V0cuecuQgjvH3Y9q1zbBfM5lx3fs03t6FH7kuhBDi7NW/f386d+7MX3/9Rbt27Rg+fDhPP/00V199NaNGjcLhcJxINiuM6+YH0Sz6JCMAxe/DPus1rB9NNewPJDYuUewnJ6L/FRmiIvrBPSW6dlFdmxzBTedEGPZN+zOPb/fqCy8IIYQQxTFv3jyaNWvG9ddfz8MPP8wzzzzDTTfdRJcuXUhNTWXUqFFBlclfeOEFzGYzw4cP55prruHpp5/mgQceoF27dqSkpHD11VdzySWXBN2jffv2tG/fXnfvV155hZiYGAYPHsw999zDmDFj6N69O6tWreKuu+6iQ4cOZf32RTnL8ujXG8602GeoquiG64JCVBWqivvWEWiK/t+PefNvmNYanzAuhBDFUfWyoCsYLVZ//HEt70mJ6GewW6+ispsVPugRzx8DEni1UxzXJNmpVoLjcfbm+rliwVE++lse+IQQQoizRkQU/vMu1DWrh/fheP0J+Cex3GjyCYIT0c0hqjP7Tqq63r6WleZx+sSslakeUjK9unZ/qw74GxgvSPrOu5BA4+aGfSXhveI/aCGOmvb0Ggi2wiumC1FWfO0vIVBTv6hu2vM3pk2/hiEiIYQQhVIUtJg4fXN2BmmVrCK6mrIJ9ejB0P3pqdSNNGGUR79LEtHLlLo7Bcdz96GmHjDs1+wOXA+9iK/TZeUcmRBCiMrEZDLxxRdfMGbMGOrUqcNnn33G9OnT2b59O4MGDWLp0qVceKF+3uhU/o49cD49lUCN2iHHqJnpujbNEYlWyGsKk+7yn/j9QWs1sk36gk3qobKriH7cpI6xNI01PiFm2PIM9ufKM5EQQoiS69atG5dffjnbt2/nk08+Ydq0aaxbt46ePXvy+eef88wzzwSN79mzJ4sWLaJ///5s27aN6dOn88UXX9CgQQNeeukl3nvvvSLfu3nz5ixevJgrr7ySRYsW8eabb6IoCi+//DIvvfRSab9VEWaaphkWpTqTiugAVzV0EG+QzP71bmfQ85wQVU2gwTl4e15r2Gf7aAq4ZdOqEOLMVMxVpSpEi9EnoiecVBH9THfrVWTJMWb+e24k718az44b67D0qpo82y6Gy+rZiDAXLTHd5YdhyzN5eFUmHr9UVxRCCFH1zJ07lxEjRnDJJZdQq1Yt4uLimD17dsjx2dnZPPnkk5x//vnUqlWLli1b8vTTT5Obm1vsey9evJg+ffpQv359EhMT6devHz///POZvJ1S4Wt3sWG7aesG7JOfAa+HTIPJpwizgtX0zzOG34f5jxW6MYG4GgSSzz3xZ0VRuC1E9YP3U/THS6IoePsZV0X3nqZaenFpcfH4uvXRt9sj8F7Wv1TvJUSxmMx4+t5o2GWdH/rrlxBCiPAxmp9SsjM56jReYKteQRPRLcu/K7RfST+CqigkR+uTr6Qietkx/bkWx4QHUbMzDPsDMdVwPvEG/vPalXNkQgghKiObzcbIkSNZtmwZBw8eJC0tjS1btvD222/TrFmzIl8n0LAJ+ePextfyoqK/JrHRiVP0iuuo86S5KkVhW4R+A3dZV0QHiLSovHdJdcONeRlujSE/Z+ALyHqbEEKIkunatSvvvfce69atY+/evaSlpbFt2zY++ugjevToYfiatm3bMnPmTLZu3UpaWhr79+9nyZIl3H333ZhM+m9YmZmZZGZmGl6rSZMmvP/+++zatYvU1FRWrlzJkCFDUEr4/VtUXDleDaMUoTNNRLeZFAY30Z8g4wnAR38brAsKUYV4rr2DQGx1Xbt67CjWr2aFISIhRFVSMVeVqhDDiuiebBStYEKqJJXCKyNVUWhTw8rwltHM61WD3TfVYcGVNXi0TTQdalkxneav4X9b8+j3bRqH8mUHohBCiKpl/PjxzJw5k3379pGQkFDo2Ly8PPr27cu0adNo2rQpw4YNo0mTJkyePJmrr74al8tV5PvOnTuXAQMGkJKSwo033sgNN9zA1q1b6d+/P1999dWZvq0z4uvck0CdRMM+86Zfsb85nhyXvlp5rPXfBwpTyiaU3Gz9tS/sCmrwI/D1jSMMF+fmbM/H5dPPcvkuuhhf265Bbd6L++A/t41hzGfCfe0dBGoFL1y6b3kQIqNL/V5CFIev6xUE4uJ17aaUjajbNoYhIiGEEIUxrIiek0G6W7+5r5pNwaJWwPkqtwvzr0sLHaKmpwIFxRFOtTNHEtHLgnnVYuyvPI7iMq6aFEioh3P0FAJJTcs5MiGEEAKIisE16kU8V99SpOH+RONT8Iri1JNm/oqopxujHDkAvrJ/JjmvuoUXO8QZ9q0+4mHCH/o5MyGEEEKIisSoIBUErwWW1O0hClS9ty2PgCYb9kQVFhGF54ahhl2W7z5BKYeNs0KIYC1btiQuLs7wV9++fYs89vivlStXFvne27dv5/bbb6dRo0bUrl2bLl268O6776KV8Huh8dlsotRoMfqdRGYCVPfmkW6NptoZ7tarrKwmhS61bXSpbePJCyDHG2DlYQ9vbMphZarH8DW/HvXQ/esjzLykOp1r28o5YiGEEKJsTJ48mUaNGtGgQQNee+01xo0bF3LsG2+8waZNmxgxYgRjx4490T527Fhef/11pk2bxqhRo057z8zMTB599FHi4+P5+eefqVevYGFsxIgRXHzxxYwaNYoePXoQHR2mZGeLFefICTheeNDwmGTz2mXcc1Tj66S70ZR/n6VOroJgWveL4aX9F3bTtVWzqVyT5GDujuDkmWPuAN/sdTKw0SmVEVQTrqFPY17+HaadW/E3OR9flytKXDGrUDFxOB9/HfOK71GPHcHXtiv+Vh1K/z5CFJfFivfK67HNmabrsn4zG1ezVmEISgghRChadKiK6PpFvRpGO/QqAPPvy1FchVemUtKPANDYIBE9w62R4Q5QrQqfTljeLN99im3O1JD9/qSmuB6aaFiRXwghhCg3qgnPgDvxJzfD/vYEFGdeyKGBM0hEP+oKLqS0LaKObozi96McOYBWt2GJ71NUtzWNYNkhN5/v0m8We3VjLl1r27i0nr3M4xBCCCGEKIlMg+IJALGlMK/TKMbMJXVtLD3oDmrfmePnl0NuuteVZyRRdfk6XY5/6TeYtm0Ialf8fmwfvIHr0VfKZs1bCBFSTEwMQ4fqN4k0aNAg6M9Dhw4lKytLN+7YsWO88847xMXF0bZt2yLdc+vWrfTq1QuXy0X//v2pU6cOixYt4qGHHmLr1q1MmjSp2O9DEtHLWMCgIjpAgjerIBFdFr8AiLaoXJFop0c9G2PXZjP1z1zDcUecAa7+Lo3nLorl3haRcsSSEEKISu+SSy4p0jhN0/jggw+IiorikUceCep75JFH+N///sesWbOKlIj+5ZdfkpWVxRNPPHEiCR2gXr163HXXXbz44ot888033HjjjcV6L6VJS6iP89FXiHhhuGFl8157fmGy18r9Te448cNw7PFEdE3DbJCIrkVG42/W2vB+tzeL1CWiA8zclqdPRAew2vD1uAZfj2uK8a5KRouvhbeIlbuEKE/eS/ph/fpDlLzgf6PmjWtQ9/xNoGGTMEUmhBDiVIYV0Z15ZOW5gOC5lRr2ijlXZV7+/WnHKP9URG8UbTzluTPbx4U1raUa11kpEMD6yVtYv50bcojv/ItwPTAO7AbP0kIIIUQY+Nt2JX/sm9jfeBrTwd2GYwKJjUp8/aNFqIgOoB7ci78cEtEVReH1znH8keZhV05wkrwG3L0sg+XX1CIhomJuQhRCCCHE2S3LY1yNNa6Uin3e0SxSl4gOMGNbniSii6pNUXDf+iCOp4egBIJ/hjFv+R3zrz/h69AjTMEJcXaKjY3liSeeOO24YcOGGbZPnjwZgEGDBmG3F+172KhRo8jOzubTTz+lZ8+eADz11FNcc801vPPOO/znP/+hffv2RXwHBSrmylIVosXqK6ID1PZkAhAniehBLKrC8+1jebd7NSLMxknmPg2e+DWLu5dlkOc13gUphBBCVDU7duzg0KFDdOjQgcjI4CPjIiMj6dChA7t372b//v2nvdby5csB6NFD/0PkZZddBsCKFStKIeozo9VLwvnIy2gRxkfk3XtwMS/t+Aj+ORro+HF86q5tqMeO6sb7LugMZuOkpI61rDSL1fctP+xhe5a3pG9BiKrNHoGn1wDDLsv82eUcjBBCiMIYJaJDQVX0U1XERHTl2FFMf6477Tj1n4rojQwqogPsyPaValxnJZ8X2zsTCk1C93buiWvkC5KELoQQosLRaifiHDMN70WX6PoCteoSaHRuia7r9mtkn5IstS2iruFY9VD5HXcfY1WZcUl1LAaPd0ddAe5aloE/ULIjt4UQQgghylKmxzgXqLRyrPo0sJPg0F9rwR4Xqfl+g1cIUXUE6jfC22ugYZ/1o2ngLPxUSiFExfLhhx8CcMstRStuuH37dlauXEm3bt1OJKEDWK1WnnrqKQDef//9YschFdHLWKijZ2t5Csrkl9ZuvapmQKMIzo2zcMuSdHbmGD/kfbrTyZ8ZXmb3iCc5xAKjEEIIUVXs2LEDgEaNjCszNWrUiMWLF7Njxw7q169fpGs1bqw/bvh42/Exp+NyuYo0rsRqN8Bz/3PEvvEkilt/r1H7F5JjtvNc0gCizRoul4uINT8ZXsrZsiOeQuId3MjKM3/ok5Pe3ZLNmAuMk+FF+fN4PEH/FeHl7tYHy8KPUd3BJwqY1/5M7u6/8ddODFNkZUc+g6I0FLUigRClRYs2np8y5WZCVHBfRUxEN6/6EUU7fTEC5dgRCARoFGNc2XOnJKKfGVc+9sljMG/+LeQQT58b8PznblAr3udICCGEAMAegfu+MQR+OB/rV7NQcrMJxCfguucpUEtWHTzNpX9O2eGohV81YQoEr3GpB/eW6B4ldUENK8+2i+WJX/XHdy875ObVjTk80iamXGMSQgghhDidTHeIRHSrcUHL4rKoCjc3ieCVjblB7T4NZm/PZ1Sr6FK5jxAVlaf/7ZhXL0HNTAtqVzPTsH34Bu7/PgImycUTojx4PB5mz57N4cOHiY6Opm3btrRr165Ir12zZg3btm3jggsuoGXLlkV6TWGFKzt16kRkZGSJClfKV4wypsUaL/QleLKJMitYTaXzkFQVnVfdwpKranHPLxl8v884aWxLho9L5h/hnYur0ytRFvKFEEJUXdnZ2UDBsTxGYmJigsYV5VrHX3Oy6OjoIl8H4PDhw3i9ZVwx3BpN1MBhNP74/1D9+uShMbs/J0+1s79OL/bty6T5bz/rxvgtVnbG1ELbty/kbTpZwao48GjBz2dztju5ufoxZP9gxZKamhruEMQ/fG0vJmHV90FtiqYR+Hwm+666PTxBlQP5DIqSslgsJCUlhTsMcZYJVRE93p0NUcFtNewlS8AqM5qGefn3px8HKH4fSnYG9WKrYzOB+5TaBpKIXnJKdgb2Vx/HtGtbyDHuG+/D2/s/5RiVEEIIUUKKgrfXQLyXXIWSm1VwuvEZJFkcdeoLKvlUM1nV61I9LXguqjwroh93b4tIlh1y863BWtuE9Tl0rm2jS21bucclhBBCCBFKWVdEB7i1aSSvbszl1PNhZm7LY0TLKFRF8rlEFeaIwHPTMOzTntV1WZZ/j5J5DNewZyBSNmUIUdZSU1O57777gtratm3Lu+++S3JycqGv/eCDDwC49dZbi3y/wopgmkwmGjZsyNatW/H5fJjNRZ8rkUT0MqbFVDdsT/BkleoDUlUVZ1OZc1l1Jm3I4cU/cnQPgABZHo3rf0znsTbRjGoVXWbJ/QFNY2umj9R8P+dWs1AnooItzAohhBBhULt27fK5UWIiOdViiZn2LEpAv7j30s6P+DwxiqRm7bCnH9b1+1q2p34jfQX4oFsAVx3OYd6e4CrHmT6FTdSif6IsyFUEHo+H1NRUEhISsFqt4Q5HAMq1t6L9tgTFF7wppfqm1Sg33EOgeq0wRVY25DMoytv8+fN599132bBhA/n5+SQkJHDRRRcxbty4E6egTJgwgYkTJ4a8xoYNG2jYsGGR7te3b9+QlQ4SExPZtGlT8d+ECLtQJ/bV9Oo3H1a0iujq7m2YDu7WtWsmE4pf/1yopKeixsWTHG1ma2Zw4vnOHElELwkl9QCOlx9BPXLQsF8zmXHf/QS+jpeVc2RCCCHEGbLa0ErhZ1ajiugAzlqJoEtE3wuaBuWY2KQoCtO6VaPbV0fYnxf8/BTQ4K6fj/HLNbWIr2gbEoUQQghx1spyG2UHQWwpVo1qGG3m8no2fjjgDmrfm+tnyQE3l9eXYpiiavO1vxTf0m8wb/ld12fe/BsRzw3DOeIFtCp4+rEQFcXgwYPp1KkTLVq0IDIyku3btzN16lTmzp3L1VdfzcqVK08UkzxVbm4uX375JREREQwYMKDI9zxdEczo6GgCgQC5ubnExcUV+bqSiF7W7A40qw3FE/zgUssriehFpSoKj7WJoW0NK0N+PkaWR//AqQEvrs9h8uZcOidYubiuje51bJxf3XJGuxR35/j4+aCbnw+5WXbIfWIy0aLCgy2jeaJNNCZVdkEKIYQoe8erl2dl6Y/RhcKrnIe6VnZ2NtWrB2+ay8nJKfJ1AOz2cpyEuag7rqFPY5/2LIqmX+C77ue38R9eY/hS7aLuRYr1vy0U5u1J07V/tMvLDc2MH8RFeFit1vL9/InQ7PXwXdwHy5KvgpqVgJ+oJV/iuXl4mAIrW/IZFGVN0zRGjhzJzJkzSU5OZsCAAURFRXHo0CFWrFjBvn37TiSiH3fjjTfSoEED3bVCTSYV5rHHHiuV64iKIVRF9FoefSJ6zQqWiB6qGrqvcy8sv3yra1fSj0DjFoaJ6DukInqxqbtTsL/yGGp2hmG/ZnfgGv4c/vOKdlSoEEIIURWFSkT31WkIW1YGtSkuJ0rG0VJJgC+OajaV/3WvRt9v0/Cfssx2MD/AsF8ymHN5vFT+FEIIIUSFYFQRXVUg2lK6zyq3N4vUJaIDvLctTxLRRdWnKLhveRDTM0NQDE5AVw/tI2LcUFz3j5W5PyHKyOOPPx7051atWvHWW28BMHfuXN5//33uv/9+w9d+/vnn5ObmcuONNxY5v6csSSJ6WVMUtJhqKGnBlTkTPFlUs8pkTnH0rG9n6VW1uHlJOn9mGC8c5vk0fjjgPvGgGG9T6VanICm9e10bydEmlEIm0Y46/Sw7VJB4/vNBN3ty9ZW1ALwBeHlDDn+keXjn4mpUlyoRQgghyljjxgXVvHfu3GnYf7z9+LjTXeuPP/5gx44dukT048fwFOU64eBvfwl/H8ul6ZyXDftN2zbo2jSTCV/rjkW6fucEK01jzaRkBT9rLDvkZkeWj8ax8vgshBFPnxswL52PEgieHLYs/Qbv1beErMQrhAjtzTffZObMmQwZMoSJEydiMgX/3Onz6X8uvummm+jWrVup3P+JJ54oleuIikGLjjNsr+XVb3KsUJUwfV4sqxfrmjV7BN5eAwwT0dX0VPxA4xj9c1uGWyPDHaCaFIcoEtOfa7H/39MoLqdhfyC2Gq6HXiLQsEk5RyaEEEJULEddxmtJpnrGpxKpB/fiD8PpYR0TbIxuG8O4dfrNiN/vdzP1z1weON+40poQQgghRHnKMkhEj7Uqpb5p7opEO3UjVA7mB9/vu30uDub5qRtZgebJhCgDWt2GuIY+g336cyhej65fyc/F/vKjeAY/gPey/uV6spMQZ7M77riDuXPnsmbNmpCJ6B9++CEAt956a7GufboimDk5OSiKQlRUVLGuK6su5UCLra5rS/BkyaJXCSTHmPmhX00GNXIUaXy6O8CXu52MXJVJ23mptPoslfuXZ/DpjnxS8/3keAN8v8/Fk79m0vnLVJp8fJg7f85gVkp+yCT0ky0+4OaS+UfZkK7/ZiyEEEKUpsaNG1OnTh3WrFlDXl5eUF9eXh5r1qyhYcOGusqoRrp06QLAkiVLdH2LFy8OGlMRbW/dkwea3Fbk8f7mbSGyaItoiqJwW7NIw75ZKXmG7UII0GrWwdfxMl274vVg+f6zMEQkROXmdDqZOHEiSUlJvPjii7okdACzWTZHiWKw2dHs+rmUmgYV0WtUoIropvWrUXL1MfraX0IgxJGwSvoRABoZJKID7JKq6EViXvUj9lceD52EnlAP5+ipkoQuhBBCAGlO44rojgahEtH3lGU4hXqwZRQ96toM+8atzWbdUVnvEkIIIUT4Zbr1z1dx1tKfszKrCrc01a8L+jX44G9ZFxRnB/+F3XA++X8E4uIN+5VAANsHb2B7/zUwKJAjhCh98fEF/x7z8/MN+7du3cqvv/5K06ZN6dSpU7GuXVgRTL/fz549e2jYsGGx1yErzspSFabF6qv/JXiyiJNE9BKJMKu8dXE1JnaIxVzMjVb7cv18+Hc+dy3LoNncwyTNPsT1P6Yz7c88toSosn46e3P9XLHgKHO2G//DF0IIIUqDoijccsst5ObmMmnSpKC+SZMmkZuby223BSdn5+fnk5KSwr59+4Lar732WmJiYnj77bc5cODAifYDBw7wzjvvEB8fT79+/cruzZyhLE+A6fV68XijG4o03teueJVhb2zswGgua/b2fDynnl0shDjB2/cmw3bL4i8hL6d8gxGikluyZAmZmZn07dsXv9/P119/zWuvvcaMGTNCno4CsHLlSl5//XX+7//+j2+++Ybc3NwSx/Dpp5/yyiuvMG3aNH755RcCAePkGlF5aNH6+alaXn2Sd01HxZmvsqz43rDd26UXWG0EDE7cUNNTAWgcY1yxaockop+W5btPsL85HsVv/HflTz4X5+gpaLXqlnNkQgghRMV01KV/Vo4wK9gSQySiH9pb1iGFpCoKb15cjQSDZz6fBncsPWaY+CWEEEKIykfTNL7++mv69etHs2bNqFOnDu3atWPEiBHs3r073OEVKtOgInpZ5Vjd2jQS1SD3aNa2fHwBWRcUZ4dAo3NxjnkTf3KzkGMsP32NfdLDkGtcRVkIUXrWrl0LQIMGDQz7P/jgAwBuueWWYl+7sMKVq1atIi8vr0SFK6V8VjnwRlfT/UXX8mZT3RKWcKoERVG4p0UUreIt3L88gx3Zp69ebqS0cslcfhj6Swbrjnp4oX0sVpMcRSKEEKJoZs2axapVqwDYsmULUPDQuHz5cgA6dep04iidBx98kIULF/L666+zceNGWrduzYYNG1iyZAlt27Zl6NChQddet24dV111FV26dGHBggUn2uPi4pg0aRL33HMP3bt359prrwXgiy++4NixY7z33ntER1fcY3iPL4a93OAqovxuRu/5IuRYTVHwX1C8h+TqdhPXJDn4dGdw9cc0V4CFe130Ty7aySxCnG0C9ZPxte2K+fflQe2KMw/rvHfx3PKgHNknRBGtX78eAJPJRJcuXdi+ffuJPlVVGTZsGOPHj9e9bsKECUF/jo2N5cUXX+TGG28sdgx33XVX0J/POecc3nnnHS644IJiX0tUDFpMLBw9GNRWw6vfKFS9ohROyMnEtGG1rjlQozaBpq0A0OJrQXZGUP/xiujJISqi78yRRPSQAgGsn7yF9du5IYf4WrbHdf9YsEeUX1xCCCFEBZfm0q9R1bCrYI8gUL0W6rEjQX1KGCuiA9RymHj74ur0/z6NU5fJ9ub6eXRNJm9frD/tWQghhBCVy+jRo5k6dSq1a9emb9++REdHs3nzZt5//33mzZvH999/T4sWLcIdpqFMjz6ZpywqogPUizRxRX073+5zBbUfyPfzw34XVzaQdUFxdtCq18T5xBvY3p2IZc1PhmPMW9cTMXYozpEvoNVLKt8AhahiUlJSqF+/PhEREbr2sWPHAjBw4EDd67xeL3PnzsVisXDDDYUXb0xJSQGgadOmJ9qaNGlC586d+eWXX/jhhx/o2bMnAB6Ph+effx7gRI5ScVSQlaWqLT8iTtdm0fzU0aSC9pnqlGBjzbUJzO9dg4dbR9O+ppWyygE/N87MkHMjqRMR+p/N/7bm0e/bNA7llywxXgghxNln1apVzJkzhzlz5rBhwwYAVq9efaLteJI6QGRkJAsWLGDo0KGkpKQwZcoUUlJSuP/++/nqq69wOIo+EXL99dfz2Wef0aRJEz766CPmzJlDs2bN+OKLL+jfv39pv81SlXVSFYSxSQN4vf6VIccGGp+HFuIYscLc1kx/DB/Ae9vkGD4hCuPpN9iw3br4S6xfzizfYISoxNLS0gCYOnUqMTExLFmyhP3797Nw4ULOOeccpkyZwrvvvnti/Pnnn8+UKVNYv349hw8fZsOGDbz00ksoisKwYcNYuHBhke/dp08f5s6dy19//cWhQ4dYs2YN9957L7t27aJ///66k1ZE5WFYEd0TXL2muk3FbFQCKgwsq5cYVuT2dbkC1IK5GS0+Qdev/JPoVT/ShM2gKLpURA/B58X29guFJqF7u1yBa8QLkoQuhKi05s+fT//+/UlOTiYhIYFWrVpx5513sn///pCv2b17N/Xq1SMuLo6RI0eWY7SiMjGqiF7TXvC8Eqijr15mStmIuufvMo+rMN3r2nikjXEhik92ONmS4S3niIQQQghRmlJTU5k+fTqJiYmsWbOGV199lXHjxjFv3jzGjx9PTk4OU6dODXeYIRmd0BJbRonoAHeEWBecKeuC4mxjs+Me+gzu6/4bcoh69CARzw4zLCIihCi6efPm0axZM66//noefvhhnnnmGW666Sa6dOlCamoqo0aNMqxMvnDhQtLS0ujduzc1a9Ys9B7t27enffv2uvZXXnmFmJgYBg8ezD333MOYMWPo3r07q1at4q677qJDhw7Ffj9SEb0c5ETEYZT+VMebDdQr73CqHLOq0K2OjW51bNAWsj0BVqa6+fmgm58PudmSUbIFxvqRJrrXtdG9jo2L69ioHVGwevlI62juWHqMlakew9f9etRD96+PMPOS6nSubSvx+xJCCHF2mD59OtOnTy/y+NjYWCZMmKCreGqkW7duZGZmhuy//PLLufzyy4t874oiqAqCovBw48FE+N3cfUh/dJDvootLdI8uCVbOiTGz/ZREpZ8PudmZ7aNRiAqbQpztAo2b4zvvQsx/rtP1Wb98H83mwNun8J3ZQggIBAoWWqxWK7Nnz6ZOnToAdO7cmZkzZ9K1a1emTJnCnXfeCcBVV10V9PqGDRty991306xZM/r378/48ePp06dPke593333Bf25WbNmvPjii0RHRzNp0iQmT57MSy+9dKZvUYSBFhOna6vlzQZNO3FiRQ17xalZYV7+nWG7t0uvE78PVK+l61dzMsHjRrXaSIoysy0r+HlulySi6yiufOzvTMC8+beQYzx9b8Tzn7vldBMhRKWkaRojR45k5syZJCcnM2DAAKKiojh06BArVqxg37591K9fX/e6QCCgO31OCCNHnfpEqRqOgjWlQHIz+HNtUJ8SCGCbMQnnmOmgGuycKyePto5m+SG34XrXyxtymHGJVEUXQgghKqu9e/cSCATo2LEjsbGxQX29e/fmqaeeOlEMo6LRNI1Mj/75Ks5adnMSl9WzUT/SxP684KKTi/a72Zvro0GUrAuKs4ii4L3mVgL1krC/9QKKx6Uf4srH/toTeK6/F2/vQTJnKEQJdOvWjZSUFDZu3MiqVavIz88nPj6enj17MmTIEHr06GH4ug8//BAoWdXy45o3b87ixYsZP348ixYtIj8/n8aNG/Pyyy+fWHssLvlOWQ4y7HEkGbTX8mYZtIozFWNV6Z3ooHdiQVXYI04/yw79m5i+N9e4Wnl1m0q3OlYuqWOne10bydEmFINvlAkRJr7qXYNnfsti+hbj3Y9HnAGu/i6N8e1juae58c5JIYQQQpRM1qmTT4rCA03v4PZkE9aVP5xoDtSsg/fSq0t0D0VRuK1ZBE//lq3rm5WSx9h2sQavEkIAeAbdg+nZYYZVbG1z30SzOfBddk0YIhOi8oiJiQGgTZs2J5LQj2vRogVJSUns3LmTzMxM4uLiQl6ne/fuJCcns2XLFrKzs09ctyTuuOMOJk2axJo1a0p8DRFeWoy+Iroj4CXK7yLXXDCHUlES0dX9uzDtTtG1+5u2REv4t6iDUUV0KKiKrtVOpFGMPhF9R7acYncyc242MbNewrzXuCqrpih4broPby/9EaBCCFFZvPnmm8ycOZMhQ4YwceJETKbgxF+fz3iT0tSpU/ntt9949tlnefLJJ8sjVFEJaZpGmkv/fHG8Irq325VYvp2r+xnZtDsFy6LP8fb+T7nEacSsKrzTvTrt5qXi9GtBfV/scvJoGy/nxlnCFJ0QQgghzkTjxo2xWq2sXr1aNy/43XcFm/+7d+8ervAK5fRrePV56MTZym7eyqQq3N4skvG/B68LasCslHxGty35vKoQlZW/3cU4a9bB/vpTqP+cQnkyRdOwfTwddf8u3LePAos1DFFWDMrRQ5i2bQSvcVHbUmex4m9yftBcuah8unbtSteuXYv9uk8//bTIYwsrXNmkSRPef//9Yt8/FElELwfpduNEpeouSUQvD7UcJgY2imBgo4Jjg3fn+Pj5oJvfjnrwBTTOq2bh4ro2Wla3oBZxh5ZFVZjQIY4La1oZviKTfJ+mG+PT4PE1Waw76mHihY5SfU9CCCHE2UyXiA5E2Ux47niSQMv2mP5cixZTHe+Vg8BmL/F9bjongufWZXPq7Wb/nc+TF8RgNcnObiGMBJKa4rp3NPZpz6Jo+n+v9lmv4bLZ8XW9IgzRCVE5NGnSBEBXrei44+0ul74Syani4+PZuXMnTqfzjBLRq1evjqIo5Ofnl/gaIryMKqJDQVX0ipaIbl7xvWG7t0vw945AvL4iOoCanor/n0T0Ux1zB8h0B8p08bKyUI8epOn7L2LJOGrYr5nMuO95El8H48orQghRGTidTiZOnEhSUhIvvviiLgkdwGzWf79ISUnh+eefZ+TIkbRs2bI8QhWVVK5PwyAP/UQiula7Pt6+N2L9+gPdGOu8d/Fd2BWtZh1dX3mpF2nijnMjmPZncOElDXhlQw7vdJeq6EIIIURlVL16dcaMGcPo0aNp3749ffr0ITo6ms2bN7Ns2TKGDBnC3XfffdrrFGX+sbSl5hsXEYhUA2Uaz38amHjxj4Jcn5N9kJLLg+dasKiyLlhePB5P0H9FGCUk4nziDWKmP4tl51+GQyzLv4NDe8m+95mQc9CVSbE+f5qG44d5RHzxHkqgfAugaKpK/lW34rzyeqlIXwHZ7SXPU6msJBG9HByxGi8cV3NmlHMkAiAp2kxSMzO3NTvzSuUDG0XQPM7CzUvS2ZVj/A3l051O/jzm4fnGColnfEchhBBCZLmNjuNTQVHwde6Jr3PPUrlPvN3EVQ0dzNvlDGo/6grw7T4X1yTJRjMhQvG3vwS3x4X9nRcN+23/m4hms+O/qGJWXBEi3Lp16wYUJECdyuv1snPnTiIjI6lRo0ah18nLy2Pr1q1ERkYSHx9/RjGtW7cOTdNo0KDBGV1HhI9RRXSAWp5sdjoKKovXsOuT88qd34f5pFNujtMsVnztLwluC1URPb2gQk9jg0R0gJ3ZPtrWPHsr9KBpmDb9StzbE1BzMo2H2CNwPTgef4u25RubEEKUsiVLlpCZmcngwYPx+/0sXLiQHTt2EBsbyyWXXEKjRo10r/H7/QwdOpRGjRrxyCOPyIkwolDpLoNynUANx7/PVZ6rbsb861LUw/uCxigeF7ZZr+Ma9WJYEweGnx/NjK15uoT6ef9URW8SK1XRhRBCiMrovvvuo27dugwfPpwZM2acaO/UqRMDBw403JB5qsOHD+P1essyTJ3teQqgX4ML5GWwb19amd67W3UrP6UH/72kOjU+2nCIHjXklL3ylpqaGu4QxD+UQQ+QuOAD4jetMuy37NhC9HPD2HH9A7gS6pdzdGXjdJ8/xeclccEHRIb4OylrSiBA5FczcW/fwt5+t6GdxRXpKxqLxUJSUlK4wyh3koheDg6ZjRPRo52Z5RuIKBPnVbfw01W1uGfZMb7f7zYcsyXTz63r7bxid/OfJjYU2YkkhBBClFiWR38SSay1bCpa3tYsUpeIDjBzW54kogtxGr6uvXG5Xdhnva7rU7QA9unP4bLa8LfuWP7BCVHBJScn06NHD5YsWcKsWbO49dZbT/S99tprZGVlMWjQIMxmMzk5OaSmpnLOOecEXcPpdPLggw+Sk5PD4MGDdQtLx5PcmzZteqJt9+7dxMbGUq1acMLywYMHefjhhwEYOHBgqb5XUX5CVaOp6f33xL4ajvBXCTdt+R01M13X7mvbFSKigtq0QiqiAzSKMU6s35lzliai+7yYVy/G8t2nmPbtCDksEFsd10MTCTRsUo7BCSFE2Vi/fj0AJpOJLl26sH379hN9qqoybNgwxo8fH/SaV199lQ0bNvDjjz9itZ6F3y9EsRx1Giei1zz5pBmrDdcdDxExYYRunHnjGsyrl+DrdFkZRXh6tSNM3NY0krf+Cq6KHtDg5Q05vHWxVEUXQgghKqOJEyfy8ssv8+STTzJo0CBiY2PZtGkTTz75JP369WPWrFn06dOn0GvUrl27nKL914EjXiBb156cEE9ioq1M732v2cNPS3N07d9mRnHbBSU/bVIUj8fjITU1lYSEBPmZrALR7nuGvEWfEfHFDBRNv15vzT7GubMmkvPfR/G06RyGCEtHUT5/StYxYt58LmSV+PJU/c9fic7LJGfoGAJxZ1aQSIgzIYno5SAVG07VgiMQvEswIi8T4+kpUdnE2VTmXB7PpA05vPhHDvpvt5DjV7h7RS5vbXPzzIUxdK979h3BIIQQQpSGTI/+CSrWWjabvLrVttIo2sTOU04++emgm905PpKi5XFaiML4LuuP2+XE9slbuj7F78M++RlcD03E3/yCMEQnRMX2yiuv0KtXL4YPH86CBQto0qQJGzduZNmyZSQmJvLcc88BcOzYMS666CLatm1L06ZNSUhI4MiRI/z8888cOHCAFi1anBh7svbt2wOQmZl5om3FihU89NBDdOrUiYYNGxIXF8eePXtYtGgReXl5DBo0iBtuuKFc3r8ofVp06Irox9WwhT8R3bz8e8N2X9crdG1adByaxYJySmWu4xXRG4WoiL4j23eGUVYyudlYfpqP5cfPDZP8TxZIqI/zkUloNeuUU3BCCFG20tIKKiZOnTqV1q1bs2TJEpo2bcrGjRsZMWIEU6ZMITk5mTvvvBOATZs28dJLLzF8+HDatGkTxshFZXH01DLi/whKRAcC57bB270vlp8X6MZaZ0/G1/IiiApfctOIVtHMTMnDfcrb+XSnk0db+2gcK3NgQgghRGWydOlSJkyYwLBhwxg5cuSJ9k6dOvHxxx/Tpk0bRo8efdpEdLu9/PNa8g0zbqBmpK3M4+mZZCMpOp/dp6wLLj3s5ZDHTHKIuSZRNqxWa1g+gyI07ZpbcDVsjH36eBRXvq5fcbuImf4s7oFD8PYbHNaTn85UqM+fuudv7K8/hXrsSBiiMmbZnULchAdxjRhPIPnccIcjzlLhX106C2R6INWir4puzckIQzSirKiKwmNtYph7eXyhyXDr0rxc8306V3+Xxm9HPOUYoRBCCFE1ZBkkoseVUdKUoijc3izSsG9WSp5huxAimLfvjXiuudWwT/F6sL/2BOr2P8s5KiEqvuTkZH766Sduuukm1q9fz1tvvcXOnTu56667WLJkCQkJCQBUq1aNIUOGoGkaP/zwA1OmTGH+/PnUrl2bZ599lsWLF1O9etEqGLZu3ZprrrmGQ4cO8cUXXzBlyhSWLVtGhw4dmDFjBm+//bac8FWJhaqIXsv7byJ6zXBXRM/PxbzuF11zIC4e//nt9ONVFa1aTV2z8k9F9HoRJowOztl5liSiK6kHsH7wBpEjB2H77J3TJqH7k88lf/QUSUIXQlQpgUDBHILVamX27Nm0bduWqKgoOnfuzMyfFihmAAEAAElEQVSZM1FVlSlTpgAFVc+GDh1Ko0aNeOyxx8IZtqhE0lzGJafi7fqHEPf19xKI1W8OVHMysX08vdRjK446ESZubaKfAwto8MpGfVVQIYQQQlRsP/zwAwDdunXT9SUkJNCkSRN27txJbm5ueYd2Wplu4+ersloLPJmqKNwRYl1w+paK93clRDj423TG+fRUAoXMIdo++x+2t54Hj7scIyt7pt9+xjH+gQqVhH6cmpmG4/nhmNcsCXco4iwlW7XKQYY7wBFrLEnutKB2JVsS0auiXol2ll5Vi5uXpPNnRuiFzWWH3PRccJQ+Dew8dUEM51W3lGOUQgghROWV5dFXQog1yjAqJTeeE8Fzv2fjPWXe68O/83nighgsqiTkCXE6nmvvAJcT6/ef6voUtwvHK4/ifPx1Ag2bhCE6ISqu+vXrM23atELHxMTEMGnSpGJf++RK6Medf/75vPWW/gQDUTVoUfoiCQA1PP8mFsXbTeUVjiHzr0tRvPpN+77OPUE1ji0Qn4B65GBQm/pPRXSTqpAcbWZbVvD8TFVPRFf/3oz1u08wrVuOohXtPEZfqw647h8LNkfZBieEEOUsJqagwnSbNm2oUyd4kbxFixYkJSWxc+dOMjMzefPNN9myZQuLFi3CZrOFI1xRCR11Gn+vrekweHaJjMYzeDj2aeN0XZZfvsXXuSf+Fm1LO8QiG9EqmvdT8ji1BsTcHfk80jpaKoAKIUpG01D37TyxYbhcbhkXTyCpaaWuwirEmfJ4CuZXjp8QdKr09HRUVcViqXh5KkbrgABxZbgWeLKbzolgvMG64Nt/5dG1to2rk2TuRIhA/WTyx0zHMWUMpq0bDMdYVv2ImnoA14Pj0eLiyznCUqZpWL7+ANvnM0IPcUTiuvMRAvWSyzQU9dBe7P+biJKv3xyjeD3Ypz2L58BuPP1vB1VqVIvyIzMG5SDDEyDVql/sk0T0qis5xswP/Wry4IpMPt3pLHTswr0uvt3r4j+NHDxxQYxM5AkhhBCF8Pg18n36CaiynHyq6TBxVUMHn+8K/p5+xBng270umXASoigUBc+Nw1DcLixL5+u78/OwT3oE55NvoNVtGIYAhRDizGiaxvz583n77bf5+++/yc7Opl69enTt2pURI0aQlJQU7hDBbEaLjEHJyw5qruXNOvH7GgaVO8uTZcX3hu2+LleEfI0WX0vXphxLBU0DRSE5xigR3a97TaUX8GNat7wgAb0YJ414o2Jx9x4Efa4Hk8xJCSGqniZNCja7xsYab8g63u5yudi4cSOBQIDLL7/ccOx7773He++9R58+ffjoo4/KJmBR6Rx1GT9XxIeo2Olrfwm+Fd9j3rBa12eb+Qr542eANTwbIepFmri5SSQztgWfAujX4NWNOUzuqq/mLoQQhcrOxP72C5g3/Vrut/Y3bYnr3qcNf2YU4mzQsWNH3nnnHaZNm8bVV18d9Dw8Y8YMDhw4QMeOHSvkBsxMg5ORoXwqokPodUGAob9kcE6smRbVKl4CvxDlLjoO5yMvY5v1BpafvzEcYtr5F46x9+B68HkCyc3KOcBS4nZhe3ciljU/hRwSqFUX58gJ5bLG6a/bkPx6STheexL18D7DMdavZqEe2I3r7iek8IgoN7K6UA4y3AEOGyWiZ2WcWBQTVU+EWeXti6vRo56d59ZlcTA/dAUqDfhkp5PPdzm5tWkkD7eOpm5keKuQCSGEEBVRVojJp1hr2T5P3dY00nDC6f2UPElEF6KoFAX3bSPA7cSy6kddt5qTiWPiQzif+j+0WnXLPz4hhDgDo0ePZurUqdSuXZu+ffsSHR3N5s2bef/995k3bx7ff/89LVq0CHeYaDFx+kR0z79/rhnGRHQl9QCmlE26dn9SUwL1Q1eR0eIT9NfyelFyMtFiqtHYYMN/ujtApjtQbguYZc209hdsH09HPXrw9IP/4a+fTP5l17KjzjnUT26EXZLQhRBVVLdu3QBISUnR9Xm9Xnbu3ElkZCQ1atTg0ksvJT5eX6UtNTWVRYsW0bRpUzp06ECrVq3KPG5ReaS59HNVcVYFqynEXJWi4L5tJKYnb0dxBc81qakHsH79AZ6BQ8oi1CIZ2SqKD/7O01UAnbM9n4dbR9MwWp4ZhBBFo+74C/uUZ1CPHQ3L/U0pm3CMuRv3fWPwN78gLDEIEU79+/fn3XffZeXKlbRr144rr7yS2NhYNmzYwLJly3A4HDz//PPhDtNQptt4LTDGUn65VaNaRfP1bien1sbK82kMXpzOkqtqUa2KzCsJcUbMFtx3PEQgsRHW2VMMT2dUM9JwvDAc95DH8XW4NAxBlpxy7Cj2N57CtFs/p3Ccr0VbXPeNgRAnkpYFrXYi+c9Mwz7tWcybfzMcY167DMeRg7hGvCAb80S5kO+K5SDTHeCIUSK63wd5OQavEFWFoijceE4EK/vFMTLZQ3Vb4Q/GPg1mbMuj7bzDPP1bFsdCVNIQQgghzlahqiDElvFxfN3qWGkUrd8ktuSAm905PoNXCCEMqSbcdz2O78Juxt2ZaTgmjkI5dqScAxNCiJJLTU1l+vTpJCYmsmbNGl599VXGjRvHvHnzGD9+PDk5OUydOjXcYQKgxeirWNb0FiSiK0D1MC6gWVYsMmz3de1d6OsC1Y0n0Y8f+94oxnij/64q8gxnXvIVjslPFzkJ3Xf+RTgfnoRz/AzcnXuhmaWClxCiaktOTqZHjx7s3LmTWbNmBfW99tprZGVl0bdvX8xmM3fddReTJ0/W/XrggQcA6NKlC5MnT+auu+4Kx1sRFdRRp36uqqaj8EJDWnwCngHGyeaWhXNQ9+4oldhKIjHKzE3nROjafRq8tlHWNIUQRWNe+g2OF4aHLQn9ODUnE/vEh7As/LigQKAQZxGTycQXX3zBmDFjqFOnDp999hnTp09n+/btDBo0iKVLl3LhhReGO0xDRmuBMVYFk1p+iejnV7cwsaNxUumuHD93Lj2GLyBfV4QAQFHw9rwO10MT0SIijYd43NinjcP6+XsQCF3ItSIx79qGY9y9hSahe3tcg+uhl8o1Cf2EyGhcoybg6Tkg5BDT3u04xt2DWowTNIUoKdm2Xg4yPAFSLcZfcJTsDLSomHKOSJQ3u0nhpno+7ruwNjN2eJmyOZdsb+iHUpcfJm/OZea2PO4/P4ph50URbZF9I0IIIUSWx/j7Z1lXs1QVhduaRTJmbXAFUQ34MCWf0RfK85wQRWYy4xr6NPY3nsK8Sb9LX007jGPMPRV2d74tEMDh8WC1WlHVCviMrqgE6jbAc/WtaAn1wh2NEGeFvXv3EggE6NixY9AxxwC9e/fmqaeeIi0tLUzRBdNi4nRtxyuiV7ep5bqgFyQQwLzie12zZjLh7dCj0JcaVUQHUNKPQPK5NApRtXNHto8LaliLH2sFou5OwTZ7ymnHaSYzvk6X4+09iEBio3KITAghKpZXXnmFXr16MXz4cBYsWECTJk3YuHEjy5YtIzExkeeeey7cIYpK7KhBQaEaRThlxnt5f8yrfsS086+gdsXvx/beyzifngJqeE7OHdUqmtl/5+sqgM7ens9DraNJjJLlZSFECB43tg//D8vPC8IdyQmKFsA2903UnVtxD3kU7PrNNkJUVTabjZEjRzJy5Mhwh1IsmQZrgWVdkMrIf5tFsiHdy6yUfF3fkoNuxq3L5rmLwpB8KkQF5W95EfnPTMfx+lOoh/cZjrF+9T7qgV247n4CbBX31PFqm9cQu2AWitdj2K+pKu6bh+O7rH/5BnYqkxnPzQ8QqJeE7YPXUfz6n0/VrAwcE0bg/u8j+Lr0CkOQ4mwhMwVlzB/QyPZopBpURAdQs47hr9uwnKMS4RJlUXi0TQxDzo3k9U25vP1XLoUVPc/xakz4I4e3t+QxqnU0dzaLxG4O06KwEEIIUQFkhakiOsBN50Qw/vds3dHEH/6dx2MXRGMJV+KWEJWRxYrrgedwvPIYpm0bdN1qdgZkZ4QhsNMzARW9dqxp51+Yf1+O87HXCCQ1DXc4QlR5jRs3xmq1snr1arKzs4mJ+XeD2nfffQdA9+7dwxVekECIiuiKFqCGPXzThGrKJtS0w7p2f+uOYJA8f7JAiI1LanoqfqBRjPH72pldySuiO/OwTxuH4vOGHKJFRuO99Gq8l1+LVq1GOQYnhBAVS3JyMj/99BMvvPACixcvZsmSJSQkJHDXXXfx6KOPUrNmzXCHKCqxdJdBRfQiJKKjmnDf8TCOsXfrkgVMO//CsvgrvD2vK60wi6VhtJkbzongw7+Dk668AXh9Uy6vdIoLS1xCiIpNST+CffIzmHZtDXcohiy/LUU9sBvXg8+h1U4MdzhCiEJkG6wFxoUhEV1RFCZ1jGNrho9fj+qTUSdvzqVVdQv/aSwbXIQ4TqvTgPxnpmGfOhbzn+sMx5jXLsNx5CCuES+UbVEqjxvTji2Ql1usl0VsXU+NH+aF7Ncio3HdNxb/eRXnVAnfpVcRqJOIY/IzKLnZun7F58X+9gt4DuzCM3BI2DY9i6pNEtHL2PFkqSNW4yqZSgVNrhBlq7rdxLMXxTL0vChe3pDD+9vydJUlTpbuDvDUr1lM25zLYxdEc9M5EZgl2U0IIcRZKNNtnIgeZy3774s1HSb6NnDw5W5nUPthZ4Dv97no17Di7toWokKy2XGOnIDjpYd0FeDEmVPy83BMehjnE28QqJ8c7nCEqNKqV6/OmDFjGD16NO3bt6dPnz5ER0ezefNmli1bxpAhQ7j77rvDHSYAWnScrs2ERnVvHjUc9vIP6B8Wg2roAN4uvU/72lCLFUr6EQDqR5qwqnDqGuaOypyIrmnY3nsFNfWAYXegZl28VwzEe/GVFbqykBBClKf69eszbdq0Er22W7duZGZmlm5AokoIaBppRonojqIt6gcaNMbb+3qsCz7S9Vk/ewdf265hOy3soVbRzNmej/+UtasPUvIY1SqaepGSuCCE+Jdpy+8FG2VzskKO8bVoi7ffYCjLEwY1DcsPn2P+fblht+ngbiLG3ovr7ifwt+1adnEIIc6I0VpgeawDGrGZFGb1qM6l849wKF8f1wMrMmgSa6ZNJT91T4hSFRmN66GJWOdMw/rD54ZDTHu34xh3D67h4wmcc16ph6Du3Ip92jjUo4dK9bqBOok4R0xAq12/VK9bGgLntiF/zJvYX38S04HdhmOsC+YUbMy7dzQ4Iss3QFHlSSJ6GctwF8zQhKqIrmRJIvrZrE6EiVc6xXH/eVFMWJ/NpzucFJKPzoF8P8NXZPLGphyevCCGa5MdqIokpAshhDh7ZBkcxwcQayufSgi3N4vQJaIDzNyWJ4noQpSEIwLnQxNxvDgS074d4Y6mylFys7FPehjnk2+gJVS8STEhqpL77ruPunXrMnz4cGbMmHGivVOnTgwcOBCz+fRTcC6XqyxDLBARhc2guZY3i2qW+PKJ4VQeFxG/LtU1ByJjyDu3DZw2JoWIyBjUvOBKL9rRQyfeT8MoE39nB1ca3ZHlDc/7LQW25d9iWbPEsM95+XXkDbizoKqNRqF/fx6PJ+i/QpQ3+QyK0mC3h28jlRCZ7oAuURugRlEqov/D0/82zGt/1m0wU1xObLNewzXiBQjDOlByjJlBjSOYsz24KronAK9vymFSx7hyj0kIUQFpGpZv52L95G0UzbiIDICn7414BtwJprJPT/Gf2wbLgjlY5/0PRdN/kVaceTjeGI3n6lvwXHu7VAQVogLKNKqIXk7rgEZqR5j4oEc8fRYe1RU6cPnh5iXH+OmqmkXejCjEWcFkxnPzcAL1krB98IbuFCgANSsDx4QRuP/7CL4uvUrt1ubVi7H9byKKt3Tnm3wtL8I19BmIjC7V65YmrVZdnE9Pxf7meMzrVxmOMa9fhWP8/QUV6WvWKecIRVVWKRPR58+fz7vvvsuGDRvIz88nISGBiy66iHHjxlG/fsVaXM/45ynksDXOsF8qogsomNB7++LqjGjp5fnfs1mwt/CF0B3Zfu78OYPXNuXydNsYetW3oUhCuhBCiLOA0eQTQGw5Hcl3cR0bSdEmducE/7D84wE3q1LddEowSu0SQhQqKgbXI5NwTHgQ9dC+cEdT5aiZ6TgmPoTzqf9Di08IdzhCVFkTJ07k5Zdf5sknn2TQoEHExsayadMmnnzySfr168esWbPo06dPodc4fPgwXq+3TOOMc/uIMmiv5cnG5s1j377MMr2/kWqbVlPDla9rT29+IfsPHS7SNSKi44g4JRHdd3g/+/YVfF9JMNn4m+DFwO2Z3hP9lYn9yAGazZlu2JdbvzF/X9QTDhws1jVTU1NLIzQhSkw+g6KkLBYLSUlJ4Q5DnMWOGlRDh+IlomO14b79IRwTR+m6zOtXYfrtZ/ztLylhhGfm4VbRzN2RT+CUPM5Z/1RFrxMhyVZCnNWc+djfnYj5t59DDtHsDlxDHsd/Uffyi0tV8V41mEBSU+zTn0M55WfF46xff4C6ayuue5+GKOPT7YUQ4ZHp1m8iiSundcBQ2tW08lrnOO5bnqnr25/n57afjvFV7xpYVMnbEeJkvkuvRqudiH3yGMPvyYrPi/3tF/Ac2IVn4JAz2yAWCGD94j2sX39wBhEb81zxHzzX31Mum+rOmCMS14PjsX76P6wL5xgOMe3fRcTYe3A+8ByBc1uXc4CiqqoE/zr+pWkaI0eOZObMmSQnJzNgwACioqI4dOgQK1asYN++fRUvEf2fI2OyTQ5cigW7FrygqGQdC0dYooJqUc3C7MviWXvUw3Prsvn5kLvQ8ZuPebn+x3Q61rLy9IUxdKktyW9CCCGqtiyD4/ig/CagVEXhtqaRjFun/0H5geWZ/HJNLRxmmWQSori02OrkPzMd6/zZqLu2ovh94Q4ppEAggNvtxmazoZblUcIloGRloKbu17Wr6akFyehPvoEWFx+GyISo2pYuXcqECRMYNmwYI0eOPNHeqVMnPv74Y9q0acPo0aNPm4heu3btsg4VszPTsL2GN4ekGjEkJkaUeQxBNI2YT34z7LL0vJbExMQiXcaUUA8O7w1qc+RmnXj9eUfzWJ4RvOk/06cQk1Cv3DY0lgq3i7h3n0P16av5BCKi8Nw3hsTqtYp8OY/HQ2pqKgkJCVitcoS0KH/yGRRCVHahEtFr2ouXPOFv0RZv195Yln+n67N9+Ab5510Ylqp7jWPNDGzk4JMdwacDuv3wf5tymNAhrtxjEkJUDMqhvTj+72nUg3tCjgnUScQ5fDxa3YblGNm//C0vIn/cW9gnP4Npz9+GY8ybfiNizN24hj9HoGGTco5QCGHE7ddwGhw5E86K6McNbhLJxnQvb/2Vp+tbmerhyTVZTOoUV/6BCVHB+ZtfQP6Y6dhffwrTwd2GY6wL5qAe2IPr3tHgKMEctSsf+9sTMK/75cyCPYVmMuO+bSS+7n1L9bplTjXhuf6egor0772M4tMXwFFys3G8NAr3rSPxXdIvDEGKqqZSJaK/+eabzJw5kyFDhjBx4kRMpuCJHJ+v4iUrZB5PllIUUq0xNHSnB/VLIrow0q6mla961+Dngy6eXZfNurTCK6KtPuKh77dpXFbPxtNtY2hTQxZuhBBCVE1ZBhXRrSoUc33vjNzcJIKX1ufoJsK2Z/uYuD6bse1iyy8YIaqSiKiCagIVnMvlYt++fSQmJmK328MdTjCPG/urj2P+6w9dl5q6H/ukh3E+8TpEydcpIUrTDz/8AEC3bt10fQkJCTRp0oSNGzeSm5tLVJRRPfIC5fE1RalhnKRcy5tF7ShruX9dMy/5CmvKRl27v24S5mYtMRfx9Dellv4IUTU7A7uqgNVGk2o+QH/63CGPmYSYyjOHYpv9f5gP7TXsc9/1BNa6DUp0Xau1/P/fC3Ey+QwKISqrNGeIiuiO4idKuW8cimnDatSczKB2NSsD29y3cP/34ZKEeMYebhXNpzucnJoO9t62PEa0jCZBqqILcdYxrf0F+zsTUAxOtjrOd2E3XHc9Do7IcoxMT6tZB+foKdjef81wsw+AmnYYx3P34b79IXxdryjnCIUQp8oMUZCqohQSGN8+li0ZXn45rC8S8M7WPFrGW7i1aXi/9glREWkJ9XA+MxX79Ocwb1htOMa8fiWO8ffhGvECWk39fG8oStph7G88hWnvjtIKFwB/fC3cdz9VqSuG+7peQSChHvb/exo1O0PXr/j92N97uaAi/Q1DK0fFd1FhVZpPj9PpZOLEiSQlJfHiiy/qktABzOaK93YyTnpIOmKN1SeiG/wjF+K47nXt/FjHxsK9Lsb/ns1fmYVvtlh8wM3iA0fp08BO3wZ2utexUT+q4v27EEIIIUoq02NcBUEpYpJSaajpMPHkBdE8vVZfFX3y5lz6JzlkU5gQIjysNlwjnsfx0sOYdmzRdZv278Ix6RGcj70KEaGTYYUQxePxFCw8paWlGfanp6ejqioWi6U8wzKkxVQzbK/lyS525c4zpe7dju2jKYZ9vq69oBjPd1qIKuBKxlG0hPo0jjGeG9mR7as0z23mlT9gWbbQsM/TawD+tl3KOSIhhBBCHHX5Ddtr2kuQKBUVi2fw/djfHK/rsvz8Dd7OlxM4t03xr3uGmsZZGNDIwWc7g6uiu/wF82Dj28tGZyHOGgE/1s/fwzr/w5BDNEXF858hePvcWKyf6cqU1YZ7yGP4GzfH9uFkw5MYFa8H+zsT8C+aB8X52V1RCNRNwtPvJrRadUsxaCHOXkYFqQDirBXja4pFVZh5aXUumX+Ufbn6Z8GHV2VybpyZ9rVsYYhOiArOEYlrxPNYP3kb67dzDYeY9u8iYty9OO9/tkgJ4Orfm0MmWR/n6Xkdvnbdixymx+PhcGYWNdp2wB5V/idTlbZAk/Nxjn2zoCL93u2GY6yL5qEe3Itr2DNhOY1LVA0VY8tYESxZsoTMzEz69u2L3+/n66+/5rXXXmPGjBns3Lkz3OGFlHHSQ1KqVT8Zo2RJIroonKIo9G3oYPk1tXjr4mokRZ9+YXjhXhf3Lc/k/E9TuXDeYR5alclXu51BGyOEEEKIyshoAiocVRCGnhdF2xr6CWm/Bvctz8BjcGygEEKUC3sEzocm4m9wjmG3aXcKjteeALfTsF8IUXwdO3YEYNq0aWRlZQX1zZgxgwMHDtC+fXtstgqwABURRUDVzyvU9GYTX5KEqZJy5WOfNg7Fqz8BTouKwdu9eEeBavEJhu1q+hEAkkMkou/MrninKxpRDu/D9v6rhn3+pKZ4BlX8E0WEEEKIquioy3jNpUSJ6ICv42X4WrY37LPPfAXCdDL0w62jMUr9endrHkedxsn4QogqJjcL+8uPFZ6EHhWD6+GX8Pa9qeIkoR+nKPh6XIPzyTcIxNUIOcy0JwXT9j+L/uvvzVh+/oaIZ+7C9PvycnxDQlRdmaES0W0VJ70t3m5ido/qOEz6r3WeANy65BiH8uUZSQhDqgnPDUNxDXkMzWy8+UvJycLx0kOYf15Q6KXMv3yL48WRIZPQNZMJ1x0P47l5OIFzWxf5l69pS5x1GkKI+CojLT4B5+jJ+NpdHHKMefNvRDw3DOXwvnKMTFQllaZU8vr16wEwmUx06dKF7dv/3aGhqirDhg1j/Hh9lYBTuVz6Y3jLUlrevwtqqRaDRPTsDFxOZ8X7YUyUquPV0Y7/t6SuqadyZe1Y5ux08+qf+aQ6T5/ktiPbz47sPN7dmocCtKxmomuChYtrW2hf00KEWT57VV1pff7E2U2OyBYVhdEEVGwYqiCYVYUpXavR/esjeE8J6c8MH69vyuHRNjHlHpcQQgAQGY3zkZeJmPAg6sE9um5TyibsbzyNa8TzYK0AibFCVHL9+/fn3XffZeXKlbRr144rr7yS2NhYNmzYwLJly3A4HDz//PPhDrOAqpIfEUtU7rGg5lqebGo6ym9BzzbrDdRDxhParruegKjiPUcF4kNURE9PBSAx0oRFRffctqMyJKJ73NinjkNx6TcQafYIXMPGgKVyVHUXQgghqpo0p36eyqScQaKUouC+bSSmJ+9A8QSvZ6qH9mFe9wu+DpeW7Npn4Nw4C/2THHyxO/h5xOnXmLI5l3EXSVV0IaoydXcK9slPo6alhhzjb9gU1/Bn0WrULsfIii9wznk4x72FfdqzmLZtKLXrKs48HG+MxnP1LXiuvR0MNoALIYom022cAxMXhqJUhWkVb2Vq1zj++7M+AfawM8AtS9L5pndN7JKPI4QhX7crCSTUxz75GcNEcsXvwz5jEp79u/DccC+YTkpxDfgLraoOBRvknA88G5ZTpSosmwPXfWOxfjkT61ezDIeoh/YRMW4orvvH4j+vXTkHKCq7SpOIfvx446lTp9K6dWuWLFlC06ZN2bhxIyNGjGDKlCkkJydz5513Fnqdw4cP4zWotlRWDmZaOf7XfMSoIrrPy8HtKfjtEeUWkwif1NTQP6AXRw87dG4Dnxwy8/5+C9m+oj28asDGDD8bM/xM2+rComi0jA5wUZyfDnEBzo8OyJ6IKqy0Pn/i7GOxWEhKSgp3GEIAkGVwuke4Jp9aVLPwUKtoXlyfo+ubtCGHqxo6aF6t6uyUFkJUMjFxOB95GccLD6IePajrNv+5Fvu0Z3HdPw7MlWZqQIgKyWQy8cUXXzBt2jS++OILPvvsMzweD7Vq1WLQoEE89NBDNGvWLNxhnpBjN0hE92ZTo5wqopuXf4dlxfeGfZ4rr8ffplOxrxmqIrryT0V0k6qQFG3m76zgxPNdORW/OpX14+khj0x1//dhtIR65RyREEIIIY476tI/S9Swq6hnsNCi1ayDZ8B/sc2Zpuuz/Ph5WBLRoaAq+qmJ6AD/25rH8JZRxNsl6VKIqsi8/DtsM19F8YYuduXt2hv3bSMrTbEDLS4e56OvYJ37JtZFn5Xqta1ff4C6ayuue58u9gZrIUSBylAR/bjrGkWw8ZiX1zfl6vrWHvXy8OpMJneJQ5EkHCEMBZq2xDlmOvY3nsK0d4fhGOuiz1AP7cE19BmIjAZnHvbpz2HesDrkdf31knCNnIBWs05ZhV55qSqe6/5LoG5DbP+baPiMp+TnYn/5UTyDH8B7WX8priyKrNKsNgcCBQ8bVquV2bNnU6dOwReLzp07M3PmTLp27cqUKVNOm4heu3b57sL17MwGChLfDxskogMkRkfgr51YjlGJ8ubxeEhNTSUhIQGrtfSqVD2VBA94Akzf6uKtbU7yi1nIy6sp/J5t4vdsE2/theaxJh5vFUGvehZ5GK5CyurzJ4QQ4ZDl0VdCiA1jFYRRraL5eo+TLRnB34S9AXhgRQbf96mJSZXvqUKI8NCq18T52Cs4XhiOeuyort/8xwpsb7+A+96npFKTEGfIZrMxcuRIRo4cGe5QTivDHsOpU/A1PdlUK4dnKuXgHmzvv27Y52/UHM/AISW6rhZbHc1kRvEHP5Opx46c+H2jGH0i+pojHhJmHSjSPRQKNiJe3ziC/54biaUcnvFMa5dhXfylYZ/3kqvwdehR5jEIIYQQIrQ0lz5RqjQ293l7Xoflp/mopxyJbkrZhLrnbwINm5zxPYrrvOoWrm5o5+s9wZXa83waU//M5ZkLpSq6EFWKz4tt9hQsS74KOUQzmXHf/AC+S6+ufAlKZjOewfcTaNQc24xJulMozujSm34jYuw9uB54Nixfr4Wo7DINClIBxIXhdOSieLptDH8e8/LDAbeu78O/82lV3cLdLaLCEJkQlYNWozbOpyZjf3sC5nW/GI4xb/qNiOeG4R48/P/Zu+/wKKrugePf2b7pldBJaALSBZQmCgIqCiiKBcuL2PFV7AV/iq8Ve0EFFQUUFbsIqCAgKCACCkgvkQ7pPdt3fn9EkDCzkECyu0nO53l4kHtnZ87ikp2599xzsXz8JsYDuwKez9u5J85bHwV7ZDVFXDt4zxqAv14jbK+Nx5Cfo+lX/H6sH76GYd/fuK65UwpaiQqpMZ+SmJiyFaOdO3c+koR+WLt27UhNTSU9PZ38/Hzi4uICnsdms1VnmBqF3n8rZGYESES3OkvwBzkuERoWi6XKP4M2GzzeI4LbO/h4a2Mx3+12suMkt5beXODj+l+K6JZs5v+6xtKvYc1YuS4qpjo+f0IIEUyqqupWQghlFQSLUWFS73jOm5uF/5gc+dVZHt7eVMwd7aNDE5wQQlBWTc/xwEtlldF1tjc0r1wEVhuu0feBIfyqygghql62zvhUiqew+hfPuV3Y3nxCd4JfjYjEeftjYDrJ3WQMBtSEZJSsg+WaD1dEB2gerb/gxlWJouh/ZHv4I7uA97aU8FT3WAY1tlbbQn4l6yC2qRN1+3yN03CNuqNariuEEEKIitNLRE+2V8EiX6MJz4DhWGe+oeky//Q1rjEPnPo1TsL9nWM0iegA72wq4Y7To0iQquhC1ApKbha2Nydg3LEx4DH+uCSc/30Cf8vTgxhZ1fP2HICvWUsscz/GcHAvZfuLV5DbjXGvfvVWQ9ZB7E+OxfWfe/H2GVw1wQpRRwSqiB7KolTHYzQovNsvgQFzMtlZqB1kGr+qgHMaWmkdJzsoCxGQLQLnHU9g+foDLLM/1D3EcHAv9hfvP+5p3EOuKit0IoWXKsTfvA2Oxydje/1RjH9v1T3GvHg2ysE9OP/7BETJ4mNxfDUmEb1Vq7LVorGx+h/qw+1OZ9WtVq0KeUet1ssMkIhuKMhD/1ZKiIpLtht5vFssj3eLZX+JjyUHnCw56GLJAReHHJX7hK3O8jDsx2zOaWjl/7rGcEayVNEWQggReiVeFZ/OOHBsiKsgdE22cMfpUby+Qbv13tN/FHFhUzvNY2rMbbcQohZSGzTFef+L2J8bh1JSpOk3L52HarXjHnVHzatgJYSotAyTdpFcnLeEYq/n5BPBK8D68SSM+9J1+5w3PHDKW6WqCfXgmER0Q07Gkf9uUYX3Y9sLvFzxUw79G1p5ukcsbeOr+O/N68X29v9QSks0XarFhnPshBqz7b0QQghRm2U5tMlGVVERHcDT93wsX76H4nSUazet+AnXFbdCVEyVXKcyOiSYGdLUxtw95edii70qb20q4dGuwY9JCFG1DFvWYXtzgm4xg8N8bTrhvP1x1NiEIEZWfdSGzXDd9PBJvFDFtHg21o/e0OzOBaB43NjefRZ3+mbcV4+t1udtIWoTvZ2RIbRFqU4kzmrg4wGJnDcniyJP+fg9fhi3PJ85FyRhkLF3IQIzGHCPGIO/YSrWqRNRPO4Kv1Q1mXHdcD/e3oOqMcDaSU1IxvHI61jfm1hWuEqHactaIp64DcfDr6EmJAc5QlGThO839TH69u0LwLZt2zR9Ho+H9PR0IiMjSUpKCnZox3X0ar0Ms34iunKcBzkhTkajSCNXt4pkytkJbL6iPisvqcfzZ8YypKmNmEok6/18wMWAOVmMWpjDpjxPNUYshBBCnFjg7fhCf0v7cJcYWsRoV1c7fCp3LsvDr1aikooQQlQDf9MWOO57AdUWodtvWfAlli+nBjkqIUQo7NdJRAdQigqq7ZqmlYswL/5Ot889YDi+7v1O+Rr+xHqaNiUnE/65D+ter+oX2S864KL3t5nctyKfHGclSqufgOXL9zDu3Kzb57ruLtSGzarsWkIIIYQ4OW6fSr5OolRVJaJjj8TTW1tFV/G4MS+dVzXXOAn3d9K/l5y8sZg1WRVPFhFChBlVxfzj59gn3n3cJHT3+SNx3P9SrUlCPyWKgrf/MByPvIY/LnCOimXhN9ifvRslLzuIwVWvDh06EBcXp/tryJAhFT728K/ly5dX6LpDhgwJeI4OHTpUx1sVIaBXET3SpGCu7p38TtFpcWYm943X7Vue4eaj7aVBjkiImsnbcwCOR17HH5dYoeP9sfE4Hn5VktBPhcWK67b/wzViTMBDDJkHsE156shYuxB6akxpxrS0NPr378+iRYuYMWMG11133ZG+V155hYKCAkaOHInJFD5vSVXVchXRMwJURFcKcoMVkqiDFEXhtDgzp8WZubldFD6/yrocDz//Uy39t0zXCbehnrvHybw9Tka2sPNwlxhSo8Pn35kQQoi6I1AVhHDYjs9uUni9dzxDvtcOJv96yM30raWMbhMZgsiEEOJf/uZtcNz9LPaXHkBxuzT9lu8+QrXa8Fx8TQiiE0IEy26DfqVKpTAPNb7qCzwoGfuxvv+ibp+vaQvcV95WJddRE1O013Y7oaQQomLplGhhWKqNb3dV7W6KfhXe21LCZ+mlPNApmpvbRmExnvzkqHHdb1jmfarb5+k1CG+f80/63EIIIYSoOjkBCiYk26puG3jPeZdgWfiNpt288Bs8518eki3nOydZOL+JjR/2aquiX/xDNjPOTeC8xragxyWEOAUuB9b3X8T828KAh6gWG64x9+M9a0AQA6sZ/C1Px/HEFGxv/Q/j1nW6xxh3bMD++M04x07Af1rHIEdYPWJiYrjtNu3zfNOmTcv9+bbbbqOgQLvwPTc3l3fffZe4uDi6du1aqWs/+OCDmrbYWP1cHFHz6BWlCoeCVBUxpJmd20+P5K2N2h3uHltVwAVNbCTbg3//JkRN42/eBsfjk7G9/ijGv7cGPM7XtCXOcU/rjguLSlIUPEOvxd8wFduUp8vG1Y9h3LIO04qf8PYaGIIARU1Qo7JJX3rpJQYNGsSdd97J3LlzadWqFevXr2fp0qU0adKEJ598MtQhllPiVfEcdY+Ub4rApZiwquW3ZpKK6CKYjAaFrskWuiZbuKdjNE6vyqydpUxcW8iBUv2BUwAVmLXTwZfpDq4/LZL7O0VTP0JukoUQQgRPgU4VBAiPRHSA3vWt3Ngmkve26AwwrS5gYGMrjaNq1O23EKIW8rfphPPOJ7G9Oh7Fq931yPrFe2C14xk0IgTRCSGqm8+vsksJUBG9ML/qL+hxY3vrCRSntuqTarXhHDsBLNYquZReRXQAQ04m/qiyCen3+yXwVVMHa7Ld5cbsKmJFhotNedrt1g8rdKs8uqqQ97eU8GT3WC5sakOp5JbLSm4Wtnee0e3z12+C6/pxINs4CyGEEGEhy6Ff4SfZXnXjVGrDZnjbdcW06Y9y7YbsQxjXrcTXpVeVXasyHuwcrUlEByj1qlz5Uw5v9Innqpb6u3EJIcKLkrEP2+uPYdyXHvAYf0ojnHc+ib9x8yBGVrOocYk4HngJy6zJWOZ/oXuMoSAX+8S7cV81Fs95l9T4Z7vY2FgefvjhEx53++2367a/8cYbAIwcORKbrXILmCpyXVFz6VVEj7XWnH8vj3SJYfYuJ/tKyt8r5rtVHvm9gHf7yY4SQlSEmpCM4+HXsE6diHnlYk2/t9vZOG9+GKz2EERXe/m69cWR/Aa2V8djyM3U9Fs+fRtv554QERWC6ES4q1GZMGlpaSxevJhnnnmGhQsXsmjRIlJSUrjpppt44IEHSE5ODnWI5eQdu1JPUciwxNLUlVO+uUAS0UXo2EwK158WycgWEUzdUszL64vJDVDJA8CrwtQtJXy8vZSb20ZyXmNbpZ6TDUDbeDPx1vBIGhRCCFFz6A0+AcSF0QDU491i+GGvdoCpyKNy9/J8PhuYWOmEJCGEqGq+Dj1w3v4YtkmPo/i1P1utM99Atdnxnn1hCKITQlSnPLefDHPgiuhVzfLZOxh3bdPtc11/D2r9JlV2LTVBv/KNkpMBzVoBZYvzL28RweUtKp8Y5fOrfLS9lCf/KCTbGXjcJL3Ix6hFuZzdwMozPWJpn2Cu4AW82KY8hVJcqOlSzWacYx8HmyR0CSGEEOEi0P1Akq1q5z48Ay/VJKIDmBd8FbJE9C5JFq5oYWfWToemz6vCbb/kkenwcWf7KBkHEyKMGdeuKHsGKdUWVjnM27lXWZJXpP6CZnEUkwn3qDvwN2+L9f3ndXcjVHw+rB+9jmHnJjznXFTJ85vxN0oDe+14Lvzoo48AuPbaa0MciQg3NbkiOkCU2cCLPWO58qdcTd/n6Q6uaumkfyPZPUaICrHacN32GP4mLbF8Ox3F40Y1mXFffA2eodeCoeb8bKhJ/M1a4ZgwGfuEWzDkZpXrMxTkYvn6A9yj/hui6EQ4q1GJ6ACNGzfmrbfeCnUYFZLvVjVt+ono2hsQIYLNblK4o30017WO5K2Nxby5sZgij/YzfJjDp/LahmJe21Bc6WspwJCmNsZ3jaFtfAUnZIUQQtR5BTr3VhA+FdEBos0GXusdx4j5OZq+BftdzNrp4EqpCCWECAO+M/riuvkRrFOeRlG1P1+t778AFqtsuSxELZPt9JMZKBG9KL9Kr2X8Y1nASnCevhfg7T2oSq+nHqciun690soxGsoW8g9Ps/PyuiLe3lRMgHWSACw96OLs2Zlc2yqCW9tF0TrWhNEQOBHL8u2HGLfob+PuuuoO/E1b6vb5VZXdRT52FnqJsxpoH2/GZpKELyGEEKK6ZQVIRE+2Ve1Osr7OPfEnpmDIySjXbtq4GuXAbtSGzar0ehX1Sq848t0qP+pURgd4fHUhB0t9PNMjFoMkowsRdswLvsL60esB+1VFwX3JaDwXXyNJXpXk7TkAf6NUbG/8H4bMA7rHmFf8hHnFT5U+txoZjWvUf6v8efpkuN1uZs6cyaFDh4iOjqZr165069atQq9duXIlW7dupUuXLnTo0KHS1/7888/Zs2cPdrudDh060Lt3bwzyOa019OYCw2kesCLOb2JnWKqNb3dp75PuWZHP8uH1iDDVrPckRMgoCp6LR+Htez6Gg3vw12+CGp8U6qhqPTU2AdfVd2Cf9Limz7zga7x9Lwg4Xi3qrhqXiF6TaCqig+5kX3VUnBLiZMVYDDzUJYab2kby6l/FvLu5GGdVzNgeRQXm7HEyd4+TK1rYeahLDKnR8uNICCHE8elVQYDwq4QwoJGNq1pG8MmOUk3fw7/n07+RlXr2qp2UFEKIk+HteR64nNg+eFHTp6gq1neeQbXY8HXtHYLohBDVIdvpJ9NS/RXRlZwMbO89p9vnb9gM17V3Vtm1jpw3QCK6ckzS1qmKtRh4onsso9tE8tiqAmbv1k++AvCrMH1bKdO3lWI3KpyeYKJDgpmOCRY6JpppG28iwmTAuOkPzLNn6J7D270f3v5DAXD7VDbne/gr18P6nLLfN+R6yhUSiLMoXN48glGtIuiUaJYqpEIIIUQ1yXLoT5wk26t4nMpgxDNgGNbP3tF0mRd9i/uaqr+vqogIk4GZ/RMYtzyfj7Zrx8AAJm8qIaPUz+Sz47Ea5Z5EiHBh2Lb++EnoEVE4b/0/fJ3ODGJUtYu/aQtKJ0zBNuVpTOt+q7LzKiVF2N55Bnf6ZtxX3Q6m0BV8y8jIYOzYseXaunbtytSpU0lLSzvuaz/88EMArrvuupO69k033VTuzy1btuTdd9+lS5cuJ3U+EV4KdFb9x1nDax6wIp47M47F+zMoPKb4464iHy+sLeLxbrEhikyImkmNS8QXlxjqMOoUX7ez8bbvjmnDqnLtiurHOuNVHOPfABl7Fkeped/WNYheInqGRXszoRTmgk4FOiFCKdFm5Mnusfwxoj6jT4ugOoppqcCnOx10/yqD+1bkc6i0ijPehRBC1Cp6g08AsZbwe8B5pkcs9XQmHvNcKvf/lh/8gIQQIgDvORfhunqsbp/i82F7cwLGjauDHJUQorpkO/yUGm2UGKyaPqUwv2ou4vVie+tJlJIiTZdqtuAc+zhY7VVzraPZI1EjojTNSk5m1V8LSI02MaN/InMuSKJjwokn/x0+ldVZHj7YWsrdK/IZMCeLxh8dZMgnW3G+/j/d3SlK41N4u9dt3P5rPn2/zaTRRwfoNzuLO37N553NJazIcGt2s8t3q7y7pYRzvsui97eZvLmxmOyqrjAghBBCCHICVERPslX91Kun3xBUs0XTbv7lB3DoJ4EHg8mg8EbvOO7rFB3wmK93Obh8QQ6Fx9tKRggRPB43tve1BQkO8zVtQekT70gSelWIjMY57hlcl4xGreIkLctPX2N/9m6UvOwqPW9FjRo1im+//Zbt27dz4MABli5dyhVXXMEff/zB0KFDKSrSjgccVlxczDfffENERAQjRoyo1HUvvPBCZs2axebNmzl48CArV67k1ltv5e+//2b48OHs3bv3VN+aCDGvX9WMc0DZovuapkGEkce76ReDeGNDMRtzPUGOSAghKklRcF17F6rOwjfj9g2Ylv0YgqBEOJNE9GqkV7UzUy8R3eMBR0kwQhKi0hpGGnmlVzy/X5rC5c3tVMctvscP720pocsXGUxYXaC7iEMIIQTMnDmTuLi44/4aOnToCc/zyy+/HPccM2fODMK7qbz8ABNWMWFWER0g3mrgxbPidPu+3eVk9i5HcAMSQojj8Ay+HNelN+j2KV4PtlcfxbBtfZCjEkJUh8MJyXpV0auqIrrl6w8w7tig2+e65k78jZtXyXX0+BNTNG2GKq6Ifqw+9a0svjiZN3rHkVLJCqiq38/4lZOId+Rr+jyKkQFpY7l7nY+Pd5TyV64HTyWHSzbleRn/ewFtPj3EqIU5zNvjwOOXYhhCCCFEVcjSSUS3GxUiq6OqT1Qs3rMGaJoVZynmEE/+K4rCo11jePGs2IDzR0sPurjw+2wpRiREGDDP+RjDwT26fZ5eA3E8+iZqvYZBjqoWMxjwDL8e57hndBdOnwrjjg3YH785JGN2Dz30EP369SM5OZmIiAg6duzIlClTuOKKK9i7dy/Tp08P+NqvvvqK4uJihg0bRkyMfpJuIGPHjmXw4ME0aNAAu93OaaedxnPPPcc999xDQUEBb7zxxqm+NRFigQpS1cSK6ACjT4ukR7J2MaFXhXHL8/BLwVIhRJhT6zfGc8EVun2WTyeDTjEaUXfVzG/rGkIvWUqvIjpU7fbHQlSH5jEm3u2XwC/D6nFBE1u1XMPhU3n1r2I6fXGIF9cVUVzZGVYhhKjlOnTowIMPPqj7q23btgAMGKCdlAqkd+/euufq0KFDdb2FU1Lg1g7IRJsVTIbwrIQwNNXOsFT978z7fsuXhVdCiLDiGXot7iFX6fYpbif2lx/G8PeWIEclhKhqhxOmss3aqpVVURHd+NcqLHP0FzV6zuyPt9+QU77G8aiJ9TRt1VUR/WhGg8K1rSNZPSKFeztGYTVW7HX375nDoLy/dPsebn4lq2JaVEl8XhXm7nFy9cJcTv/sEP+3qoAt+VJ5SwghRHj77rvvGD58OGlpaaSkpNCxY0fGjBnDvn37Qh0aoJ+InmgzoFTT1uSe8y7RbTf/9HVY7Lp8Y9sopp2bEPA+aEOuh0Fzs9hRIPcgQoSKcmB3wOc199Brcd38CFirZw64rvN17knphCn4UltX6XkNBbnYn7sb84KvwuK7YPTo0QCsXLky4DEfffQRANddd11QrytqhnyX/uc4LgwLUlWEQVF4tXcceusUV2V5eH+LFCwVQoQ/98XX4E/SKQBTlI/ly6khiEiEK1OoA6jN9JKLMswBEtEL8lDrN6nukIQ4Ze0TzHxyXiIHS32sy3HjrWQO3YoMN+9tKcZ1nMIXhW6Vp/4oZMqmYu7tFM3o0yKxGsMzyVAIIYKpY8eOdOzYUdPudrt59913MZlMXHWVfhKhnj59+vDwww9XZYjVSq8SQmyYDz69cFYcSw9mkHfM4Fmmw88jvxfwdt/4EEUmhBDHUBTcl98MTgeWhd9oux0l2F94AMcjr1ZrNWMhRPXK+SdhKtOsUxG9KP/UTu5yYn33Gd0uf72GuEbfC9WUmHXkOjoV0ZWCHPB6QGcL0aoWbTbwf2fEcl3rSJ5YU8g3uxwEKkDeq2Ar//v7c92+OYldeLXxBdUSY6bDzxsbinljQzFdEk0MijPRyejGoi3QFZCiQIrdyGlxJsxhuihUCCFEzaWqKnfffTfTpk0jLS2NESNGEBUVxcGDB1m2bBl79+6lcePGoQ6TbId2kiO5krujVIY/tTW+lu01O88YDu7BuGkNvtO7Vdu1K2pYqp1EWxJXL8yhUKegxJ5iH4PnZjNrYCLddKqDCiGqkd+P7YMXUbzaxSC+Zq1wD7++2p/X6jo1pRGOxydjSN+MUpBbqdcacjKwfP4uitul6VN8PqwfvY4hfTOu/9wb0sUEiYmJAJSWlur2b9myhd9//53WrVvTs2fPKrtuQkICiqIEvK6oOQLtjFxTK6IDtIs3c2eHKF5eX6zp+9+aQoY0s9MgooIVDYQQIhSsNlyj/ov9tUc1XeZFs/GefSH+Kl5sJ2omSUSvRnqJ6Ln2QInolXvYECLUGkQYaRBhr/TrLmpm5/bTo3hxXSEztpXiO87i7Cynn4dWFjBpQzEPdo7mqpYRYVv1VgghQmnu3Lnk5uYyZMgQ6tXTVoGsLfJ17q1iLeH9vVDPbuTZHnHc+ot295tPdpRyZQs7/RpKlRkhRJhQFNzX3InicmL+9Qdtd0khtufvxfHIG6j1Q5/4IYSovCxnWcJUps6OfadaEd20agmGAu09j2o04bz9cbBHntL5K0K3IrqqouRloyY3qPbrH9Ys2sT75yTwbKmPNdlu1ud4+CvXw/pcD3uLfcR7ivlo05uY0N7f7rPEM+a0WyqUBFLfbqBDgpmOiWZaxZpZnuHi678dFHkqVgnvzxwvf+ZYYOfJbaFqMUDbeHNZDAlmOiSaaZ9gJtpccyeIhRBChN7kyZOZNm0aN954IxMnTsRoLJ+Y4/V6QxRZeXoV0ZNt1fsd6Bl4iSYRHcqqoodDIjpAn/pWvr8gmcsWZHOwVPt3lOPyM/SHbKafm8DAxjImJkSwmJbMwbhNuxuTqhhwjb4PjJI2EhQGA/6Wp1f6ZT7A16YLttf/D0PWAd1jzMsXYNiXjvO/T6LWa3iKgZ6c1atXA9C0aVPd/g8//BCAa6+9tkqvu2bNGlRVDXhdUXPoFaSC8J8LPJH7O8Xw1d8OdhWVX8hY6FF5aGU+089NDFFkQghRMb4uvfF2OgvTut/KtSuqH+uMV3A8+iYYZEy4rpMnimqkt1rPEalf9dJQkMtxCkQLUas0ijTySq94/ts+mmf/LOSLdAfHmyLdV+Ljv8vyeX1DMeO7xDA01YZBVuULIcQRM2bMACq/lWF6ejpvvfUWTqeThg0bcvbZZ9OwYWgGKCuiJlZEB7iihZ0v00tZsF9brWT8qkKWXGzFKAuthBDhwmDANeZ+cLsw/75Y212Qh33iPTjGv46aVD8EAQohTkX2PwlTWXoV0d1OcDnAWvlF5wCGXdt0291X3oY/7bSTOmdlqQnaiugASk5GUBPRD0uJMHJhUzsXNv337zTP6cPy6nhSXDma430oXNPuDnIs0eXaFaBFjImOieYjiecdEszUs5dPzLuyZQTP9ohl9m4nM7eX8Oshd7W8r8PcfliX42Fdzr9VFRWgeYyRDgmWf+NNMJMi1b2EEEJUgMPhYOLEiaSmpvLcc89pktABTKbwmNrM1klET7JV7/edt9vZ+GMTMBxT3Mr45wqUrIMhud/Rc3qCmR+HJHPZ/By2FWgXDpR6Va78KYc3esdxdavqX6woRF2n5GVjnTVFt88z+LKgPa+JU+Nv2oLSJ6Zgm/K0JgnsMOOenURMuAXnLY/i63RmtcSxbds2GjduTEREhKZ9woQJAFx22WWa13k8HmbNmoXZbObKK6884TUAWrf+t7rqrl27iI2NJT6+fL7NgQMHuO+++wJeV9QsegWpAOJqwFzg8dhNCq/0jOOS+dqxoG93Oflhr4Pzm5zceJwQQgSFouAa9V+Mm9ageMrvsGPcuRnTL9/j7TckRMGJcBEeozW1VJ5Lm1rridZPRFcKtRWjhKjtmseYeLdfAnd18PDUH4X8sNd53OO3F3j5z8+5dEww89gZMQxoZEWRhHQhRB23Z88elixZQqNGjTjvvPMq9drPP/+czz///MifTSYTN998M08++aTuRF+oFehs6VsTEtEVReGVXnH0/CZTU51yQ66HWTtLZdJNCBFeDEZctzyC4nLoTmwZcjP/SUZ/AzVOqrUIUZPk/JMwlWnRJqJDWVV0NfkkE9EP7dW0+WPi8Qy89KTOdzL8OhXRAQw5mTq1x0Oj3tKvsW7WTxpY1e8a2rQ9g5hSH4lWAx0Ty5K4T08wE1XBKuORZgNXtYzgqpYR7Cry8vGOUj7eXsq+kuCUwFCBnYU+dhY6+GaX40h7PbuBFjEmjJUcxrEaFTolmrmiRQSnxZmrNlghhBBhZ9GiReTn5zNq1Ch8Ph/z5s1j586dxMbGcs4559C8efNQhwhAicdPqVc7TlXdFdExmfGcOxTrN9PKNSuqH/Oi2bivuKV6r18JTaNM/HBhElf+lMvvWdrFcT4Vbv81Hz9wjYyLCVGtrB+9juIo0bT7k+rjvnR0CCISJy0yGue4Z7B8Ox3LN9N1D1FKirC98hDuS0bjufiaKq9O+uWXX/LWW2/Rq1cvmjRpQkREBDt27GDBggV4PB7uueceevfurXndvHnzyM7O5uKLLyY5Ofm41+jRowcA+fn5R9qWLVvGvffeS8+ePWnWrBlxcXHs3r2b+fPnU1JSwsiRI0+Y4C7CX77OPCBAnDX85wJP5NxGNkY2t/NZukPTd9+KAvrUt1Z47EcIIUJBTWmEe8gozfMogPWzKXjP6ANR2p1YRd0hiejVKE9ntZ4xKhrVaELxla8AoOhsXSxEXdE+wcyn5yXye6aL/60pPGHFrvW5Hi5bkEPPFAuPnRFDzxRrkCIVQojwM3PmTPx+P1dddVWFk8eTkpKYMGECgwcPpmnTppSWlvL777/zxBNP8NZbb6EoCk8//XSFzuV0Hn8RUVXSq4QQbVKDGsPJSjLBgx3sPPpHqabvyTWFnN/AQIRJFldVhNvtLve7EMFWlz6DzhsfJmbS41i2rtX0GTIPYJ14DwX3Po8qA0uVZrPJFvQiNLIc/ySi61REh7JCCSdbSdNwaJ+mTW3QFIK4gFxNDFwRPRwY/t6C5dPJun3e08+g/X/+w4uGqlsQmhpt4pEuMTzUOZpfDrqYub2U2bsdOEOwLWOmw0+m4+S+Oxfud/Hy+mK6JZsZ1TKSS5vba8SCVCGEEJW3du1aAIxGI71792bHjh1H+gwGA7fffjtPPfXUCc9T3WNF+4r1v0zjTP5qv7ar10Assz9E8ZePwbRkDoUXXAmW8JkviQA+PSeKW5YVseCAR/eYu5blE2/0MaChJbjBVYO6NF4gwk+gz59l7QpMq5fqvqbo6jvwqArUgPF1UZ7zgqswN2pO9PvPY9BZZKCoKtav3ocdGykefT9qRFSFzluR8aq+ffuybds21q9fz4oVKygtLSUxMZGBAwdy44030r9/f93XffTRR0Dld/Y9rFOnTgwbNox169bxxx9/UFJSQmxsLGeeeSbXXHMNl14avEXwovrk6+yMDDW/IvphT/eIZcF+p6ao6b4SH8/8WcgzPeJCE5gQQlSQZ8hVmJfNx5B1oFy7UlyI9Yv3cP3n3hBFJsKBJKJXI71E9DirETUmDiUvu1y7VEQXAnrUs/Ld+Un8fMDF//4o5M9s/YHJw1ZkuLlgXjaDGlsZ3zWGTok1f6BSCCEqw+/3M3PmTBRF4Zprrqnw69q2bUvbtm2P/DkyMpIhQ4bQrVs3evfuzZQpUxg3btwJq1IAHDp0CI/n+D+vq4JXhWJvhKbd4Cpm796acR/V3wZNbDb2OssPmB10+Hnx90OMbqLdqlgElpERHgllou6qK59Bw7AxtPj4VaL27dT0mQ7sxv7C/Wy/5l78Nu3PaKHPbDaTmpoa6jBEHeTzq+T+M1aVdZyK6CfF40bJPqRp9tdvfHLnO0lqXAKqwYDiLz8mZ8jJDGocukqLsb35P01xCiirHO+6+RGowiT0oxkUhX4NbfRraON5l5+v/3Ywc0cJq7Oq/z6+Kq3O8rA6K5+Hf89naDM7o1pF0LeBFYPslieEELVGdnbZ3Nmbb75Jp06dWLRoEa1bt2b9+vWMGzeOSZMmkZaWxpgxY457nuoer9pUZAC0yXqG0jz27s3WvqCKGdp0JX7TqvJtJUWU/PgVuZ37VPv1K+t/aRDhs/BthnZa2qfCjb8UMrmDi3bR4bKHzampK+MFIjwd/fkzuBy0/eg13eNy25/J7pgU2Kvd2UrUEPENsYx+hOZfvIU9c7/uIdb1K1EevxlncsMTny8yCu597oSH9enThz59Kv9dc/TuvCdydCX0w9q3b8+UKVMqfV1Rs+gVpILak4iebDfyv26x/HdZvqZv8qYSRjaPoHOS5LwIIcKYxYrrmv9if+VhTZfp5zl4zh6Cv3mbEAQmwoEkolejAp3VenFWA2pMAmgS0XODFZYQYU1RFM5tZOOchlbm7HHy9B+FbMk/fmLe/H0u5u/L4pJUO+O7RtMyVrZqFkLUDT///DP79u2jX79+VZLQlpKSwoUXXsiMGTNYvXo1F1xwwQlfU79+/VO+bkWUJU1pE84bJ8TQpEnNSX583ODixl+LNe0z9lu5rWtK9W/hXAu43W4yMjJISUnBYpEBORF8dfEz6Lp3IraXH8S0V5uMHnFoD22//5DC/z4Z1KrHQojKy3X5OVxv6XgV0U+GknUQRdWOg/nrNzmp8500owk1PllTAT3kFdFVFesHL2kqxQCoioLr1vGocYlBCSXOamB0m0hGt4lkR04Jv6UfIikpuVLfaU6fyuY8L+tz3fyV4yG9KLgl1p0++CzdwWfpDppEGbmqZQRXt4wgNVqGuoUQoqbz/7OYzGKxMHPmTBo0KNuppVevXkybNo0+ffowadKkEyaiV/d41eb9bqBI0966YRJNGlT/c6Jy0VVwTCI6QKN1vxJ50ZVh+Ww2uYlK878cvLLRoelz+BXu3WJn7qBYmkVVz8K8YKiL4wUifOh9/iI/eRNLUb7mWH9kNOr1d9MkJi64QYqq16QJJW3eRPnwVWyrftY9xFKYi6UCuShqdCza2upCBJdeRXSbEWy1aEfha1pF8MmOUpZnlN/Bwq/CXcvzWXhRMiZD7Xm/Qojax9e5J96uvTH9saxcu6KqWGe8guOxt6qt4IoIbzI6X008fpUij6ppj7cqqHEJsLt8u1IgiehCHE1RFC5uZufCJjY+S3fw7J+F7Amw3eVhX+9yMHu3g6tbRvBg52gaR8mPOCFE7TZjxgzg5Lcy1JOYWJYAU1paWqHjK7JVY1VwufUXJSVGWIIWQ1UY0dLKu9vcrMwsP8BU7FV5bbObF3vGhSawGshiqVn/70XtU6c+gzYbzgdfwv7MOIwHdmm6LRtXE7ljA74O3YMfmxCiwrKd/07mZVpidY852YrohkP6VfSCXREdQE2sB5pE9NBWRDf9PAfz74t1+zwXjcJ3ercgR1SmcaSRM+P8NGlQ+e+0C5v++9+Fbj8b8zysz/HwV27Z75vzPXiCUNR0b7GP59cW8fzaIvrUtzCqVSRDm9mINMsCTyGEqIliYsoWy3Xu3PlIEvph7dq1IzU1lfT0dPLz84mLiwt4nup+Vivw6c9VNIyxYbMFIQG5XRd8zVph3L29XLNp704i9u7A37pD9cdwEh7vYcdkKuSFddok/myXytVLivhxSDJJtpqdtFCnxgtE2Dn8+TPs2IhtyRzdY9xXj8VaLzgFZkQQ2Gx4xz6Oa/7pWD59W7NDmBA1iV6xz9haUg39MEVReLVXHH2+zeTYt7sux8M7m0u4/fSo0AQnhBAV5Lr6DowbVqO4XeXajX9vxfTzHLz9h4UoMhFKkqVZTQJtGRNvMaDGxGvalYI8UNWwrFIgRCgZDQpXtYxgRJqd6dtKeGFdEZmOwA/QPhU+3F7KrJ2ljGkTyT0do0m21+xBSyGE0JObm8u8efOIj4/noosuqrLzrl69GoCmTZue4Mjg0quCABBrqVn3Toqi8GT3GAbN1W7T/MHWEm5pF0kr2dlDCBGOouNwPvAi9mfuxJCprehrmfMRDklEFyKsHZ2Inm2O1j3mZCuiGw7t020PekV0wJ9Qj2NHAQy5GSEbdzPsTcc68w3dPl/rDrgv+U9wA6oGMRYDPVOs9EyxHmlz+1S2FnhZn+Pmr1wPG3M95Lu1RTuORwV2FHhwVrDg+q+H3Px6yM0Dvyn0rm+lsnPVSTYjg5pYGdzYhiJjtEIIERKtWrUCIDZWf9Hc4Xan0xm0mPQcfV91tKAlUCsKnvMuxTh1oqbL/NPXuMI0ER3gkS7RHCj1MXO7tgjGzkIfV/6Uw+zzk4gw1a6kMyGCyuvB+v4LKKr2/tvbrive3oNDEJSoVoqCZ/Dl+Jq1wvbmExhO8tleiFDLd2l/bsXVskR0gNZxZu7uGM3EtdrFeU//UcjFzWw0kaKLQogwpiY3wH3xNVi/nKrps37xHt5u/UB236mQDh06sHevfqGf3r17M3fuXE17VlYWL7/8Mj/++CP79+8nIiKCli1bcuWVV55wB7nDhgwZwrJly3T7mjRpwl9//VXxN/EP+eaqJnmBEtGtARLRPW5wloI9srpDE6JGshgVbmobxdUtI3hncwmv/lVEwXEmMN1+eHtTCR9tL2VqvwQGNZHqE0KI2uXTTz/F7XYzevRorFar7jE5OTnk5OSQmJh4pNI5wNq1a+ncubPm+LfffptffvmFFi1a0LVr1+oK/aToVUEAiLPWvAGoHvWsDE+1882u8lsR+1SYsLqQmQMSA7xSCCFCS41PwvHAS9ifuA3DMVs7G7esw7Dtr7CtvCeEgOyjsnk9BhN5pgjiveUTgBSdbdsrQq8iuqoYUJMb6BxdvdTEepo2xemA0mKI1E/ArzYuB7Y3J5SN+x1DjYzBedv/gbF2Ds9ajAodEsx0SDi1RZb5Lj9f/e1g5vYS1mR7KvSaIo/KD3tPLkHx/a0l9Ei28MyZsXRLDkJFWyGEEOX07dsXgG3btmn6PB4P6enpREZGkpSUFOzQyskKsEoqyRa8cSrvWf1RZ72NUlxYrt20egnu/BzUuPAcXzpcBTSj1MdP+12a/tVZHm74OY+P+idgMsjCMCFOhnnuJxj379K0q2YLrv/cI4XxajF/m844nngH26THMe7cFOpwhKg0vaJUNXEesCLu6RjNV3872F5QfkfoEq/Kfb8V8OmABFkkL4QIa54LrsD8648YMsoXqVFKirB+/g6uMQ+EKLKaJyYmhttuu03Trlc8cv369Vx66aXk5+czaNAghg0bRnFxMdu2beOHH36ocCL6YQ8++KCmLVBxgBOpnTMdYSBQ1c44qwE1VpuIDmVV0VVJRBfiuCLNBu7uGM3o0yKZtKGYtzYVU+oNnJBe5FG5ZlEO84ck0zlJJhCFELXHRx99BMB1110X8Jh33nmHiRMn8uCDD/Lwww8fab/22msxm8106dKFhg0bUlpayqpVq1i/fj2xsbG88847GI3htZtEoMVHNXVLvsfPiGHuHgeeY24Z5+5xsvyQi1719RcXCCFEqKnJDfBceCXWWZM1fZY5M3He81wIohJCVMSxlTszzbHaRPTC/JM6t15FdDWpPpiD/xzuT0zRbTfkZOIPciK6dcZrGA7u0e1z3vQQaoI2aV6UF2c1cEObSG5oE8nmPA8f7yjbBe94u+Wdqt+z3Jw3J4uRLew8fkYsjSLD69lICCFqs7S0NPr378+iRYuYMWNGuXGvV155hYKCAkaOHInJFNrpzWyd76EYi4LVGMRkIYsVT78hWOZ+Uq5Z8fkwL56N+5LRwYulkswGhWnnJnDR99mszdEuNPthr5P7VuTzSq84ScASopKMh/Zimf2hbp/7kv+gpjQOckQi2NSEZBwPv4r5+1mY/liG4tTuQKH7umAv3BZB9d133zF16lTWrVtHaWkpKSkpdO/enSeeeILGjcPn50K+TsHPuBq2M3JFWY0Kr/SK46LvtTso/7jXyRU/5TCpTzz17DImIYQIU2YLrmvvwv7i/dqupfPw9BuCv+XpIQis5omNjS2XzxNIYWEhV199NQA///wz7du3L9fv9Xr1XnZcFbluRUkiejXJ09kyBg5XRE/Q7VMKc1Hrh89NnhDhLM5q4NEzYri5XSQvrSvig60lBFj/gdsP1y/OZcnQerV2xawQom5Zs2YNmzZt4owzzuD00yt/8z5mzBgWLlzI8uXLyc3NxWAw0KRJE2677TbuuOMOGjVqVA1Rnxq9wSeouVvypcWYGNMmksmbSjR9/7eqgJ8uSpaJNiFE2PKcOxTLdx+hlBaXazet+w3D7u34m7UKUWRCiOPJOiYRPcsSw2mOg+XalKKT275b0amI7g/RGJdeRXQAJTcDmrYIWhymX3/E/OsPun3u80fi69IraLHUFm3jzTzZPZbHzojhp31OZm4v5Ye9To5Tn+CUfLbTwXe7nNzZIYo720cRaa6Zzx5CCFHTvPTSSwwaNIg777yTuXPn0qpVK9avX8/SpUtp0qQJTz75ZKhD1NxXASQHsRr6YZ7+wzDPm4Wilo/HtPg73BdfA6ZT25mkOkWZDXw2MJFBc7PYVaStMD9tWymNIo3c3zkmBNEJUUOpfqJmTkLxahd4+Jq2wDN4ZAiCEiFhtuAZei2eodeGOhIRYqqqcvfddzNt2jTS0tIYMWIEUVFRHDx4kGXLlrF3797wSkTXSfiIrcX5HX3qW7mmVQQfbdcuGJm/z0WvbzKZ1CeO85vYQxCdEEKcmK9Dd7zd+2FatUTTZ53+Co4Jk2vtjqChMHXqVPbt28cbb7yhSUIHQr5oX/5PV5O8AMlS8ZbjV0QXQlROPbuRiWfFMbZ9FBPXFvHJjlL8OhOQu4t9jP21bDtHSewTQtR0Z5xxBvn5+Sc87uGHH9ZdwThu3DjGjRtX9YFVo4IAq41ia3AlhAc6RfPxjlIKj6n2vibbw9d/O7i0eUSIIhNCiBOwR+AZOALLt9M1Xea5H+O6/fEQBCWEOJEcTUV0bVLPSVVEd5RgKMjVNPvrN6n8uaqAmqBfEV3JyQxaDMYNq7FOf0W3z5fWBvflNwUtltrIbFC4oKmdC5rayXL4+CzdwcztJWzKq3zFlxNx+FQmri3iw20lPHZGLCNb2DHIuJIQQlSrtLQ0Fi9ezDPPPMPChQtZtGgRKSkp3HTTTTzwwAMkJyeHOsQAiejBr1apJtXH16UXpj9+LdduKMjFtGop3p4Dgh5TZdSzG/lyYBKD5maRozOv+vSfRTSINHJNK9lNWoiKSFy7DPO2vzTtqqLgGn0/hDgxRQgRfJMnT2batGnceOONTJw4UbMb8slUTq0uflXVzJdBzS1IVVFPdo/lh71OzU6GULa74ZU/5TKmTSRPdo8hwlS7/y6EEDWT66qxGNevRHE5y7Ub9+zAvGg2noGXhiiymsPtdjNz5kwOHTpEdHQ0Xbt2pVu3bprjvvrqKxRFYejQoWzfvp1FixbhdDpp1aoV5513HhZL5Xeo/fzzz9mzZw92u50OHTrQu3dvDIaT+76Rp41qEjAR3WrAHxuoIrokogtxsppGmXizTzx3tY/i/1YX8uNep+aYuXucTNpYzH/by9ZiQghR0+hVQYCaXQkhwWbkvo7RPLa6UNP3xJpChjSzB3dLZyGEqAT3oEsx/zBLM7Bk+n0J7kv3yW5fQoShLEf5SpOZFp1E9KJ88PuhEgONhkP7dNtD9XPAH6AiuiEnIyjXNy1fgPW951B82sqeqj0S5+2PhXV10pom2W5k7OlR3N4uknU5HmZuL2XZIReFnsqVSS/0+HUnvA87UOrn1l/yeGdzMc/2iOXMFOuphi6EEOI4GjduzFtvvRXqMALKdmi/55NCUBEdwHPeJZpEdADzT1+HfSI6QItYE7MGJnLx99k4fNrv4ruW5ZNiNzKwsS0E0QlRcygFuTRc+IVun2fgpfibtwlyREKIUHM4HEycOJHU1FSee+45TRI6hL5y6tEK3Sp6T+WxtTwRPd5q4I3ecVyzKBedWyEApm4p4ZeDLt45O57OSZVPMhRCiOqkJtbDPex6rJ9N0fRZvpqKt8c5qAFyZUWZjIwMxo4dW66ta9euTJ06lbS0NKAsWX3Tpk0kJSXxzjvv8Oyzz+L3/5tDk5qaysyZMzn99NMrde2bbipfNKdly5a8++67dOnSpdLvo3Z/Y4dQoGSpOGvgiuh61aOEEJXTOs7MR/0T6JmifwM+YXUhv2W4ghyVEEKIU1WgkxRiVCDKVLMTtW9uG0WTKO3g3+5iH+9uLg5BREIIUUFRsXjOHappVlQ/lnmfhCAgIcSJHFtZKUuvIrrPB6WVuwcJlIjuTwnRgpSIKFSbdmeZYFREN//wGbYpT+smoQM4b7gftV7Dao+jLlIUhc5JFl7oGcfyS1LYMLJ+pX5tvaIBj3aNIfIEzxd/ZHsYPC+bG37OZU9x+FSOE0IIETyqqupWrEy2h2bK1deuK/6GzTTtxh0bMOzaFoKIKq9bsoUPzo3HoPM17FPhP4tz+TPbHfzAhKhBomZNxuQs1bT7E1NwjxgTgoiEEKG2aNEi8vPzGTJkCD6fj9mzZ/PKK6/w/vvvk56eHurwNI6XY1XbXdDUzucDE0k5zv3ktgIvA+dm8er6Inz+yi2+F0KI6uYZfJnuc6lSWoJlljZBXfxr1KhRfPvtt2zfvp0DBw6wdOlSrrjiCv744w+GDh1KUVERAHl5efh8PnJzc3n++ed54okn2L59O5s2beL+++9n9+7dXHnllTid2sK9ei688EJmzZrF5s2bOXjwICtXruTWW2/l77//Zvjw4ezdu7fS76X2f2OHiF5FdAWIMSsQEY2qs9pQKZCK6EJUBbNBYWq/BN0KJD4Vbvg5l2yn/qSwEEKI8FSgMwAVazGgKDU7Ed1mUnisqzYJDODFdUXkB9hlRwghwoFn8OWoOlV9Tb/+iJJb/QmfQojKyTkmYUqvIjpUfsc+5ZD+gKQ/VDsjKIpuVfRqrYju92P55C2snwSu3OoeMBxfj3OqLwZxSuwmhfs6RbNmRAqjWkVwoqeMr/520P2rDJ5cU0CRR+7ZhRCiLilwq3h1cn+SbNp5v6BQFNznXaLbZZ73CYbd2yv8S8k6CGpoEpvOb2Ln5Z5xun0lXpWRC3LYVSSLwITQY1y7HOuapbp9ruvvBp2FukKI2m/t2rUAGI1GevfuzXXXXccTTzzBPffcQ7du3Xj00UdDG+AxAs2HxVlq9jxgRfVvZGP58HoMaRp4FxiPHyasKWToj9nslcXxQohwYjLjuvYu3S7zsh8xbF0f5IBqjoceeoh+/fqRnJxMREQEHTt2ZMqUKVxxxRXs3buX6dOnAxypfu7z+RgzZgz//e9/SU5OpmHDhowfP/5I8vi3335boeuOHTuWwYMH06BBA+x2O6eddhrPPfcc99xzDwUFBbzxxhuVfi/hs89KLaN3kxRrUTAaFEBBjY5Hyc8u168USkV0IapKw0gj7/WL55IfczRbOB0o9XPTkjy+GJj4z79JIYQQ4U7v3qq2DD6NaG7nzY3FrM3xlGvPd6u8uK6Ip3rEhigyIYQ4PjUhGW+f8zH//F25dsXnxfz9Z7hH3RGiyIQQerIqUBEdQCnMR9WpXhKIIUNbEV01m1F1ksGDRU1Mgf27yrVVW0V0rwfrexMxr/gp4CGe3oNxXy0/E2uC+hFG3uwTz01tInn49wJWZASuvurywUvri/lweynXtIpgVMtIWsTKcLsQQtR2WQGK3CTrFMYJFm+vQaifvYNyTDVk88rFmFcurtS5fI1Scd79LGpyg6oMsUL+c1okB0p9PL+2SNOX5fQzYn42Pw5JDl3SvxDhyFGKdfqrul2eM8/F1+ms4MYjhAgb2dll+UhvvvkmnTp1YtGiRbRu3Zr169czbtw4Jk2aRFpaGmPGHH/XhIpWVj1VWcUe3fZIxRe0GEItEnivVwQf1zfy6JoSHAFqKy475Kb3N5k83z2S4c2sQY0xWNxud7nfhQgm+fydpObtMHTvh3XVEk2XZfrL5I9/E3QKN9dWNlvghUUVMXr0aGbNmsXKlSu54447iIn5dz7nggsu0Bx/wQUX8PXXX/Pnn39yxRVXnNJ1X3jhBVauXFnp18rIeDXRq4h+9JYxamw8HJuILhXRhahS5zS08XCXaJ75UztoufiAi+fXFfFwF/2JdyGEEOFFtyJ6LdmOz6AoPNk9lot/yNb0vbO5mBvbRpIaLbftQojw5L7wSkxL5qKo5X9Om3+eg/viayAmLjSBCSHK8fpVzVhVwET0osqNTxkOaRPR/fUagSF0g8p6SfBKXjb4vGCswvsqRym2Nx7DtHF1wEPcQ67CffnNUMN38qlrOidZmHdBErN3O3lsVQG7iwPvrJfp8PPy+mJeXl/MWfUsjGoVwfA0O9Hm2vG8IoQQorwsh361Tr0dWoPGHoGn7wVYFnx5yqcy7t+F/YX7KX1qKliCn9j0cOdoDpT4+Gh7qaZvZ6GPKxbkMPv8JCLle1YIACxfTsWgsyudGhmNe9R/QxCRECJcHK6carFYmDlzJg0alC0y69WrF9OmTaNPnz5MmjTphInohw4dwuPRTxKvSjuzjYD23sOVn8VetW7tRHa2BT7qrPB/Wy1sKtYfXyv0qNy6vJjZ2/O5v4WbqFo6jZiRUY07HApxAvL5qzxTr4tot+43jG5X+fb9u3B+PYOsM88LUWTBZTabSU1NPaVzJCYmAlBaWvZsHBkZScOGDTlw4ACxsdpChofbTnXxVkJCAoqiHLluZdTSr6LQy9dJloo/OhE9Jl7TX9mtj4UQJ3Zfp2hWZrpZuN+l6Xt+bRFn1rPQv9GprUISQghR/fLd2m2BYy21Z8KpbwMr5zex8cPe8g8Gbj88uaaQqeckhCgyIYQ4PjWlEd6z+msqAStuJ5YFX+IecfyJDCFEcOS6/JrdwjItgSqiF1T8xKqKIWOvtrl+k0pEV/X8iSmaNkX1o+TnlFVLrwJKQS62lx7CuHubbr+qKLivHotn0GVVcj0RfIqiMCzVzuDGNiZvKual9UUUebTPJUf7LdPNb5luHlxZwLBUO6NaRdA7xYIiCxGEEKLWOHaXmcOS7KGt7OY5b3iVJKJD2Y43ltkf4r7sxio5X2UoisIrveLIKPWxQGdeZ022h4Fzs3i7bzydEi1Bj0+IcGLYuRnzT1/p9rmuvA01VsaUhajLDldO7dy585Ek9MPatWtHamoq6enp5OfnExcXF/A89evXr84wjzC5nECJpr1VoxSaxNe91LYmwI8tVV7a4OD1TQ78AYYj5mWZ+KvUwps9o+iRbA5qjNXJ7XaTkZFBSkoKFovc84ngks/fqWiCY+h1RH3xrqan4S/fEXHeUPxxiSGIq+ZZvbqs+E3Tpk2PtPXt25dZs2axdetWOnfuXO74rVu3ao4/GWvWrEFV1ZM6T937tg6SPJf2LiDeckxF9GMoBXmgqlIhSYgqZFAU3jk7nrO/zWJ/afnqVSpw05I8lg6rR6PIurP9hxBC1ER6FdHjalEiOsAT3WJYsM+J75jbyC//dnD76W7OSJYHXSFEePIMuVqTiA5g/ukr3BdeCfbIEEQlhDhatk7CVKZZWzUDKlcoQSnKRynVThL66zeueHDVQE3QVkQHUHIyqiQRXcnYh/2FBzBkHdC/vtGE65ZH8J7Z/5SvJULPZlIY1zGaq1tF8PQfhczYVqpZ2HGsUq/KJztK+WRHKanRRka1jOCqlhE0rq0lyoQQog7JdurvkpEcyorolC0E9HbuiWntiio5n3neJ3h7nIu/aYsqOV+lrm1Q+ODcBC7+IZs/s7UVWDfleRnwXRb3dYrm3k7RmA0yryrqIK8X6/svoKjaO1Nvm854+14QgqCEEOGkVatWALpVU49uP1HlVJstOEX9SlX9quv1om3YbHXzWdoGTOhhZ1BTF7f8ksfeALu17S3xM3xhIRPPjOWmtlHBDbKaWSyWoH0GhTiWfP5O0gVX4FuxAOP+XeWaDc5Sor/5ANetj4YmrjC0bds2GjduTEREhKZ9woQJAFx22b+Fbm644QZmzZrFq6++yuDBg48sJMvIyGDy5MkYDAaGDh2qORdA69atj7Tt2rWL2NhY4uPL5y8fOHCA++67T3Pdiqpd2Tth5NjtjuGYiug6K5AVtxOcjmqNS4i6KNFm5INz4zHpjEXmuPzc8HMunkBLSIUQQoQFvUT0WEvtmmQ6Lc7M9a31kzUfXVWAqjOpIIQQ4cDfpDneLr017UppCeZF34YgIiHEsbIc2nupXHMkfkU7NKgU5Vf4vMohbTV0AH8YVkQHMORot6yvLMPfW7E/9d/ASei2CJz3PS9J6LVQPbuR13rHs2RoMn3rV3yR6K4iH0//WUSHzzO45MdsvkgvxeGVe3shhKip9O6rAJLtoZ9ydY15AH9ygxMfWAGKz4d12ovg1094qm5RZgOfnZdIarR+ESGvCs+tLWLAd1lszNVPXBOiNjP/MAvjvnRNu2oy4xp9rxS+E0LQt29f4N8EtKN5PB7S09OJjIwkKSkp2KHpyteZBwSIs4b+HivUetW38uuweoxsYQ94jF+F+38rYMLqAvwynyiECCWTCdd1d+t2mVf8hHHzn0EOKHx9+eWXnHbaaVxxxRXcd999PPbYY1x99dX07t2bjIwM7rnnHnr3/nf+9cwzz2Ts2LFs3ryZPn36cN9993HXXXfRp08fDhw4wKOPPkrLli3LXaNHjx706NGjXNuyZcto27Ytl1xyCePGjWPChAmMHj2a7t27s3nzZkaOHMmVV15Z6fdTN5eNVTNVVXVvko6+QVJj9LfCUgpzUe0Run1CiJPXo56VJ7rHMv537RbjKzPdPLG6kKd66K8GFkIIEVoOr4pLZ86rtlVEB3ioSzSf7Syl+JjElBUZbubtcTKkWeBBJiGECCX3RVdj+nOZpt38w+d4Bo4AizUEUQkhDsvRqdypKgY8kbFYi8tXQDdUoiK64dA+3faQV0RPDFwR/VQY/1qF7Y3/Q3HpVwvzxybgvHci/matTuk6Irx1TLQw+/wkfj7gYvq2UubtcRBgvrwcFVh8wMXiAy5iLfnc1SGau9pHYZQqrkIIUaPo7TRjUMrvihwqakw8pRM/xLB9A4bsStz3uBxYZ76B4it/z2jcuRnzwm/xDLy0iiOtmGS7kS8HJjFobhY5OgXAANbnejjnu0we7hLDne2jMMn3qqgDlIx9WL6ZrttXOuRq1BAvDBZChIe0tDT69+/PokWLmDFjBtddd92RvldeeYWCggJGjhyJyRQeaWP5Lm3ytEmBSL1qg3VQrMXAO2cnMLhxKXevyKfQrZ9s/upfxewv8TGpTzxWo/zdCSFCw9+mE55eAzEvX6Dps854ldInp0KYfP+EUt++fdm2bRvr169nxYoVlJaWkpiYyMCBA7nxxhvp319b7Obpp5+mXbt2vPfee3z88ccoikLHjh15+eWXufjiiyt03U6dOjFs2DDWrVvHH3/8QUlJCbGxsZx55plcc801XHrpyY0ByP/RalDkUfHpfOcfPQilxsZrDwCUgjzUlNBO1glRW93eLpLfMlx8t1s7YTxpYzFnpVi4SBL8hBAi7OhVQweIrYVVEOrZjdzVIYqn/yzS9E1YU8igJjbZblgIEZb8LU/H264rpk1/lGs3FOZhXjoPz3mXhCgyIQToJ0wB+GPi4JhEdKUwv8LnNQSoiB7qxAc1PhlVUTTb1J9KRXTT8gVY33tOk6B1mD+lMY77X0CtoiqkIrwpisK5jWyc28hGrtPHF+kOZu4oZV1OxSqyFrhV/remkMX7nbzXL4GUCP1qr0IIIcJPls4Cv0SrIXwWFhlN+Nt0pgJrpMox5GZhmTNT02754l28XfsEXOhX3VrEmvj+wiRuWJLHhgCVzz1++N+aQubudvBW33hOizMHOUohgkhVsU57GcXj1nQ5khvhGHQZthCEJYQITy+99BKDBg3izjvvZO7cubRq1Yr169ezdOlSmjRpwpNPPhnqEI8IVOxTkR0eyhnRPIIe9SzcsjSP5Rna7wKAz9MdHCr18dGARGLDYLGkEKJucl9xK6Y/l6M4Ssq1Gw7sxjz/CzwXVr7idm3Tp08f+vTpU+nXjRo1ilGjRlXo2Pz8fE1b+/btmTJlSqWveyLyjVMN8gKsyo+z/nuDpMYESESvRNUpIUTlKIrCpD7xpAXYyvH2X/P4u9Ab5KiEqJ2+++47hg8fTlpaGikpKXTs2JExY8awb5+2YuKuXbu48847ad++PfXq1aNVq1ZcdNFFfPPNN8EPXISlQNvxxVpq5+DT2PZRNIjQ3qZvL/AyfWuJziuEECI8eC7SH/Qwz/sUvHKfLUQoZQVIRFd0xqcqMzalVxFdjYhEjY6r8DmqhcmEGpeoaT7Ziujm72dhm/J0wCR0X1obSh+dJEnodVSCzcjN7aJYMrQevw6rx23tIkms4KLZXw65OXt2Jr8cdFVzlEIIIapKlkN7X5Vsq/nTre5h1+FPaaRpV5wOrDNeBVW/6mYwtI4zs+iiZO7vFM3xCnuuyfZw9uxM3thQhM8funiFqE6mX3/QFAEAUBWFPUOuBZMsxBBC/CstLY3Fixdz9dVXs3btWqZMmUJ6ejo33XQTixYtIiUlJdQhHpGvk2dVG3dGrgpNokx8d34Sj3SJDnjML4fcXDAvi/0l+mNZQghR3dS4RNyX3qDbZ/lmGkruyReNEeFJvrWrQaBE9HhrxSqiCyGqT6zFwPRzE7Dq5KIXulWuX5yL0ysDlEKcLFVVGTduHNdeey27d+9mxIgR3HbbbfTs2ZOVK1eyd2/5iomLFy+mV69efPHFF/To0YM77riDiy++GI/Hw88//xyaNyHCTkGgRX61dAAqwmTgkS4xun3PrS2iMEBivhBChJqvXVd8zdtq2g05GZh++ykEEQkhDsvRSUQ3KWCMi9O0V6YiuqJTEd2f0gTCoFqVmqidTFVOoiK6afkCrJ++HbDf2/FMHA+9DDFxlT63qH3aJ5h59sw4Nl9RnxnnJjC4ie24CXMAGQ4/w37M5qV1RfhDmOQnhBCiYvR2mkmy14KdLSxWXKPv0+0yrV2OcdWSIAdUnsWoML5rDAsvSqZtXOANv10++L9VhQz5PpudBbIgWtQuSmEe1k/0n02c/S6mtHGLIEckhKgJGjduzFtvvcXWrVvJyspiw4YNvPDCCyQnJ4c6tHL0dkeurQWpqoLRoPBA5xjeOTsec4Dp0k15XgbNyWJTXsV2bxNCiKrmGTAMX1PtParicmL5+K0QRCSqU+3M3gkxvRskKJ8s5Y9J0D3GUJhbLTEJIf7VMdHCC2fF6fatz/Xw0Mr8oMYjRG0yefJkpk2bxo033sjq1at58cUXmTBhAlOmTGHDhg107979yLF79+7l+uuvp0GDBqxcuZL333+fxx57jJdffpkff/yRF198MYTvRISTArd+MkZt3k7u6pYRtIvXTqplO/3cuSxfFk0JIcKTouC+WL8qumXOTPBL9RVR+1VmZ6BgynJq//0l2gyo0ToV0UsKK7aLgd+HIXO/trl+45OKsar5E+tp2gy5layI7vVi+TTwgLinz2Ccdz0NtojKhidqOYtRYWiqnVnnJbJxZH3+1y2G02IDJ835VXjyj0KuWJBDrs6/VyGEEOFDLxG9NlREB/C17YKn7wW6fdaPXoOSoiBHpNU5ycLPQ+sxrkMUhuPkpv2W6abPt5lM2VQsC71ErWGZOansee0Y/oRkSi/5T/ADEkKIKqS3O3JcBXcbq8tGtojgi4FJxJj1b4z2l/o4f14WS2UnNiFEKBhNuK67W7fLvOpnjBtWBzkgUZ3kW7sa5Ln0BzSOrohOVAyqQfvXLxXRhQiOa1tFcGULu27ftG2lzNpZGuSIhKj5HA4HEydOJDU1leeeew6jUVsJyGT6d+L95ZdfprCwkJdffpkmTZoc91hRt+kNPkHtHoAyGhSe7B6r2/fNLgdDf8gm0yEJKkKI8OPr3Atfo1RNu+HgXoxrfg1+QEIESWV3Bgo2vYSpRJsBNUAVb6W44ITnVHIyUTzaikr++tp7+1DQrYheWgKlxRU+h3HD7xgCjNW5h1yN68aHQJ5bxAnUjzByZ4dofrukHrPPT6JxZOCquQv2uzh7dha/Z8oEsRDVoSILxj777DNGjRpF586dady4MY0aNeKss87i4Ycf5sCBAyGMXoQDr18lV2fnvsRakogO4LryNvzRcZp2Q0Ee1llTgh+QDqtRYUK3WH68MJlWx1no5fCpPLiygIt/yObL9FL2FHtRJSld1FDGdSsx/7ZQt8917ThUWRwrhKjh8nXyrGrrzshVrV9DK/MuTKZhhP7fV6FbZcT8bL5IlxwYIUTw+Vu1D7zg+cPXwOMOckSiushMSTXI0xmEgmMS0Q0G1Jh4lPyccscoBVIRXYhgUBSFl3rGsS7Hw+Z8baW3ccvyMSkworkM3AhRUYsWLSI/P59Ro0bh8/mYN28eO3fuJDY2lnPOOYfmzZsfOVZVVb755hsSEhLo168fa9eu5ddff0VVVTp06MDZZ5+NQWfBlqibAu02U9u35BvQyEb/hlYWHdAmofye5ab/d1l8cl4iHRLMIYhOCCECMBjwXDQK45SnNV2W72bi6HY2KLX757eom47eGWjixImaRZneilQYr0b6lTuNqDZtRXQApTAfNS7xuOc0HNKv8q6GSUV0NUFbER3AkJuJPyKqQucw//qjbrvrilvxXHjlSccm6iZFUTi7gZVfhtXj1qW5/LhPP9l8X4mPC+dl80T3WG5vF4ki35tCnDJVVbn77ruZNm0aaWlpjBgxgqioKA4ePMiyZcvYu3cvjRuXfX99+eWXpKen0717d1JSUlBVlb/++ovJkyfz8ccf88MPP9C2bdsQvyMRKjk691RQeyqiAxAVg3vUf7FNflLTZV4yB0+vgfjbdApBYFrd61lYOrQeT/5RwNsbSwiUYr7skJtlh8qSGxpEGOiebKFHPQtn1rPSMdGM1SjftSLMOUuxznhZt8vbvR++rr3B6QxyUEIIUXVUVZWK6KeofYKZ+UOSuXxBjm7+i8cPNy7J40CJj/+2j5KxBiFEULlH3oxpzS8oxxSJMRzai/mHz/EE2G1Z1CySiF4N8gIkS8Ufc5OkxsTDsYnohVIRXYhgiTQbmH5uAv2/y6LYW36I0uFTGbMkjzXZbp7oFov5eHs8CiEAWLt2LQBGo5HevXuzY8eOI30Gg4Hbb7+dp556CoDdu3eTl5dHly5dGDduHNOmTSt3ro4dO/LJJ5/QqFGjYIUvwlh+gEV+sXWgEsLTPWIZMCeLUq92Km1fiY/z52bxbr94Lmyqv8uHEEKEgvfMc/F/9T6GrIPl2o27t2HcsApfhx4hikyI6lHZnYFCIdup3Ukl6XgV0YtOPD5lOKRf5T1cKqL7E/UT0ZWcTGjcXLevnOJCjH8u1543oR6e80eeaniiDou3GvjkvETe2FDM/9YU4tPJmvOqMP73AlYccjGpT7xMvgtxiiqzYGz69OnYbDbNOWbMmMGdd97Jc889x/Tp06s9ZhGesgIlotsD73ZRE3nP6o93+XxM61dq+mzTXqT0f++BxRqCyLTsJoVnesRxUVM7Y3/N4++i4+8geLDUz+zdTmbvLkvatRigS5LlSHJ6j3oW6kfUrv+fouazfD0NQ3aGpl2NiMR1zZ0hiEgIIapWsVfVfTaOq+UFqapa4ygT31+YzDWLcvj1kH6F4cdWF7KvxMezPWIxSg6MECJI1Jh4XJfdhG3GK5o+y+wZeHsOQE2qH4LIRFWSEexqEChZ6thtY9RYbdUpJcB2v0KI6tE6zsxrveMC9r+1sYThP2aT6Tj+4KUQArKzswF48803iYmJYdGiRezbt4958+bRsmVLJk2axNSpUwHIysoCYP369XzxxRe8+eab7Nq1i3Xr1nH99dezfv16rr/++pC9FxFeCtz69YzqQiJ623gzM/snEBNgsK3EqzJqYS6v/VUkWwsLIcKH0YR7yFW6XZbvZgY5GCGq3+GdgYYMGYLP52P27Nm88sorvP/++6Snp4c6PLx+lTyd7Y3LEtEDV0Q/ESVDvyK6PyVMKqInpui2KznaBA49ppWLUbweTbu39yCQ3ZvEKTIoCnd1iGb2+UnUtwf+PM3Z46Tf7EzWZssWtUKcrMouGNNLQgcYPnw4QFh8t4vQ0VvcB2X3VbWKouC6bhyqRfvvwXBwL5Y5H4cgqOPrVd/Kr8PqcVObyEq9zu2HlZluJm0s5rrFubSZdYiOnx/ipiW5zNntwOeX8TYRWoa/t2D+8QvdPtfIW0+4k5UQQtQEFc2xEicWZzXw5aAkRqQFLmD1zuYSrl+ci0OnCJYQQlQX77kX4UttrWlX3C6sH78ZgohEVZOK6NUgT+cmyW5UsJnKJxCpMQma45TC3GqLSwihb0TzCH7LdPPu5hLd/mWH3JwzO5Pp5ybSvZ4lyNEJUXP4/WXffxaLhZkzZ9KgQQMAevXqxbRp0+jTpw+TJk1izJgxR471+Xw88sgjjBpVttVOXFwcr732Ghs3bmT16tWsWLGCnj17huYNibBRoLPbjN2o1Jltc89tZGPBkGSu/ClHt6qTCjy+upCt+V5e6RVXZ/5ehBDhzdt7MP5vpmM4Zhcw49Z1GLatx9+6Y4giq3m+++47pk6dyrp16ygtLSUlJYXu3bvzxBNP0LhxWcLvs88+y8SJEwOeY926dTRr1qzC19yxYwdPPfUUS5cupbS0lBYtWnDDDTdwww03yLatOiqzM9DxOKtpK/VMR4DJPJMfp9VOhE6fNyfrhPFY9u/WtPliE3AqhrDYFl6JjNV9b/6MAxX6u4795Xvd9pJu/fCFwfurCm63u9zvIvjOiIMF58dy+/JifsnQLnwA2F3sY9DcLJ7sGsl1La216uewfAZFVQiUOH7Y4QVjo0aNwufzMW/ePHbu3ElsbCznnHMOzZtXYJcMYP78+QC0bdv2lGMWNVdWgPuq5NqWiA6oyQ1wjxiD9RNtQoB5zky8Pc7B3zgtBJEFFmk28ELPOC5qZmPsr/nsKzm5AkN7in3sKXbwebqDtGgjt7WLYlSrCCLNte//swhzXi/W919EUbU/e3ytO+LtNyQEQQkhRNULWJBKdgc7KVajwrv94mkUaeT1DcW6x8zZ42T4j9l81D+h1u3uI4QIUwYjruvuxv7k7SjHFNgzrfkF47qV+DqdGaLgRFWQRPRqoJeIHm/VThDoVkR3ObFNvAcqOKGgJtXHM+iysBvsEaKmea5HLKjw7hb9ZPQDpX4u/D6LiWfGMfq0iFo16SdEVYmJiQGgc+fOR5LQD2vXrh2pqamkp6eTn59/5FiACy+8UHOu888/n9WrV/Pnn39KIrogXycRPU7n3qo2Oy3OzMKLkrl2cS7LAmyn9/GOUv4u8vJh/wSSbDJoJIQIMYsVz/kjsX76trZrzsc475FE9BNRVZW7776badOmkZaWxogRI4iKiuLgwYMsW7aMvXv3HklEP+yqq66iadOmmnPFxsZW+Lpbtmxh0KBBOJ1Ohg8fToMGDZg/fz733nsvW7Zs4YUXXjjl91bbHL0zUKdOnVi0aBGtW7dm/fr1jBs3jkmTJpGWlsaYMWOOe55Dhw7h8egnop6KHSUKoK2CZHDks7egBG2ZBCjev4eDe/ce97ztDmgT0Utjk9h7gtcFjaoSZ7Zg9JS/d3Lu23XCGK05h0j6e4umvaRRc3Z5gHB5j1UkI6NiVeJF9XmhJUy1mHlvrwkV7bOO2w8Pri7hqx2FnBHro3Wkn9Oi/CTVknoJ8hkUJ8tsNpOamnrcY052wdjXX3/Nli1bcDgcbNmyhYULF9KsWTMeeeSRqnwLoobJcgZIRK+lyTueQZdi+u0njH9vLdeu+LxYP3gJx/jXw3KnmH4NbSwfXo+X1xfx6Y5SDgVYQFARfxf5eGBlAc/8WciYNpHc1DaK+hG18/+3CD/m+V9g3LND066azDhH3xuW//6EEOJk6M0DQt3YGbm6GBSF/3WPpVGkkYdWFqCX6r8y080ZX2bw3/ZR3HZ6FFGy6E4IUc38LdriPXsI5iVzNH3Wj16jtO0HYLGGIDJRFSQRvRrk6SZLab+wA21/bNr0R6WuZ1o+H+ddT+Pr0KNSrxNC/MtoUHihZxxdkszcsyIfvR02PX64Z0U+a7LdvHhWHHZT3UqCFOJEWrVqBQROdDrc7nQ6SUtLw2g04vP5dI8/+lgh9Coh1MXBpwSbka8HJXHfb/nM2Faqe8yKDDf9v8vi0/MSaRdvDnKEQghRnufci7F89xFKSVG5dtO63zDs3o6/WasQRVYzTJ48mWnTpnHjjTcyceJEjMbyyQ5er1fzmquvvpq+ffue0nXvueceCgsL+fzzzxk4cCAA48ePZ9iwYbz77rtcfvnl9Ogh4w9Hq8zOQMdTv379aolv1yEPUKhpb1U/kUaNG6CaLSjHJGvHKX5MTZoEPqnHjaVAu6ufuWlzmhzvdUGmJqbAofJJ49Gu0hPGGLH6J/3z9RsSVu/vVLndbjIyMkhJScFiqSUZzTXYk03hvINubl9RTI5LvxrcynwjK/P//T5Itim0jzPRPt7I6fEmOsSbSIs2YKghBRTkMyiC4WQXjH399dfMnj37yJ+7dOnC+++/f8LEd1G7ZetNHABJtbAiOlBWsW70fdgn3ILiLz/3adyxAdPi7/AOGBai4I4vxmJgQrdYHj8jhj3FPn7PdPN7lpvfM91syPXg0/+qDSjfrfLS+mLe2FDMZc0juKN9lIy9iWqlZB7A8vUHun3ui69BbVjxXc+EECLc5esU+wSIq4NzgVXtlnZRNIgwcvPSXN0cmEKPytN/FvHO5hLu7xTNf06LxCI7LwshqpHr8hsxrV6KUlJ+zsKQeQDzvE/xDL8+RJGJUyWJ6NVA7yZJ7wZJjdWrOVV5iseD7bXxOO96Bl+H7lVyTiHqqqtbRXJ6gplrF+Wyp1h/UHnm9lI25HqYcW4CzaLlx6gQhx1Oetq2bZumz+PxkJ6eTmRkJElJSZhMJnr06MGKFSvYsmWLpur51q1lVXb0KnqKuqei91Z1gcWo8FqvONrEmXl0VQF+nUmzPcU+Bs3JYuo5CQxucvwtyoUQolrZInAPHIH1m2maLvOcj3GNfTz4MdUQDoeDiRMnkpqaynPPPadJQgcwmar+WWTHjh0sX76cvn37HklCh7IE6/Hjx3PRRRcxffp0SUQ/RmV2BoqLiwt4Hputer63C/36k3kNYmzY7FbUmHiUnPLViE0lRceNR8nN0N0eXmmUWm3v46Qk1dckohvzso4fo9+P7fdFmmbVZIbeA8Pr/VURi8VSK99XTTQ4zcYv9SIZsySXFRn6OyEdLcupsviQh8WH/t1NIdKk0D7BTIcEMx0TzfROsdIiNrzHr+QzKKrTyS4YmzFjBgD5+fmsX7+ep556in79+vHhhx/Sr1+/4L4JETaydCprW40Qba69yTr+Zq3wnH8FlnmfaPqsn03B16UXakJyCCKrGEVRaBZtolm0ictbRABQ4vHzR7anLDk908XvWW7yAiwCO5bbX7Yr4cc7ShnQyModp0dxTkOr7KIrqpaqYp32EorbpenyNUzFc9HVIQhKCCGqT6CK6HVtd+TqMjTVTj17ElctzAl4z5Pl9PPAygImbSzmkS4xXN7cjtEgf/9CiGoQHYdr5M3YPnhR02WZMxNvr4Go9RqGIDBxqupmBk81y9f54o7XqYjub1B1yXWHk9GNG1ZX2TmFqKs6JVr4+eJk+jcMvN3HuhwP53yXyeL9Uq1ZiMPS0tLo378/6enpRybrDnvllVcoKChgyJAhR5KmDk/wPffcc7hc/w6obtu2jY8//pjo6GjOO++84L0BEbYKdAagYi11d/BDURRuPz2KTwckBpzoLPaqXPlTDpM2FKGqlSzxJIQQVcgz8FJUqzaxzLTqZ5RjkkPFvxYtWkR+fj5DhgzB5/Mxe/ZsXnnlFd5//33S09MDvm758uW8+uqrvP7668yZM4fi4uJKXffXX38FoH///pq+nj17EhkZybJlyyr3ZuqAyuwMFArZTv3JvOR/Kneq0dq4laK8457TEODfr79+40pGV73UxHqaNiUvC/z6C88BjJv/xJCbpWn3dekFUTFVGp8QehpGGpl9fhJ3tY86qdeXeFVWZrp5b0sJdy7L54yvMrjqpxx2Fmh30hCiLqjIgrG///6b/Px83dfHxcVx9tln88UXX2C327ntttvweDy6x4raT+++KtlmrPVJyO7h1+NP1iYCKM5SrB+9HoKITk2k2UDfBlbu7RTNrIFJpF/VgFWX1uPNPnFc3zqCJlHahcB6Fu53ccn8HPp8m8nH20twV7bMuhABmJYvwLRxjW6fa/S9YJJq/EKI2kUqole/s1KszB+STNMT3OfsKfZx6y959P02k+/3OGSOUQhRLbxnX4iveVtNu+JxY505KQQRiaog39rVIE8nWUo3ET21Nb6006rsuorHje3VRzBulGR0IU5Vgs3I5wMTubdj4Em/PJfKiAU5vLJekvyEOOyll14iOTmZO++8kyuuuIJHH32UoUOH8swzz9CkSROefPLJI8eOGDGCYcOGsWTJEvr06cODDz7IbbfdRv/+/XE6nbz00kvHrRgp6g69SgixMvjEoCY25g9JplmAQSMVeHRVIXcuy5eJMCFE6ETF4Omv3apdUVUsc7UV9USZtWvXAmA0GunduzfXXXcdTzzxBPfccw/dunXj0Ucf1X3ds88+y4QJE3jssce45pprOP300/nkk4r/Pe/cuROA5s2ba/qMRiPNmjVjz549eL2SzHi0yuwMFApZARLRk2xl9xBqTLymTynMP+45DYf26bb76zepXHDVzJ+YomlTfD6U/NyArzH9+qNuu6fP4CqLS4gTMRsUnugeyycDEoirgkW43+91ctY3GYz/vSDgBL8QtVVVLRiLiYmhW7duHDhw4LgLA0Xtlu3ULmZLtNWBMSqrDdd/7tHtMq35BePqX4IcUNVSFIVWsWZGtYrktd7xrB2RwvRzE+ieXLFk3415Xm7/NZ/u3+UxebeZpYfcFHnk+1acpMJ8rB/rJ994+g/D37pDkAMSQojql+/Wn8OK08mzEievVayZny5KZmizE+9Itinfy1ULczl/XjbLDml36BBCiFNiMOC6bhyqzqJu09rlWD56HXwyD1XTyLd2FXP5VEq9FauIjqLguP9F3ANH4Ettja9xWoV/6VUegH+S0V95BGOAVdJCiIozGhT+74xYZvZPCFhx1q/CE2sKuXZRLoUBtowSoi5JS0tj8eLFXH311axdu5YpU6aQnp7OTTfdxKJFi0hJ+TcRRFEUpk6dytNPP43JZGLatGnMnTuXHj16MHv2bEaOHBnCdyLChV9VKdQZgIqVwScA2sabWXhxMj1TLAGP+XB7KcN/zCZHZ7JUCCGCwXP+SFSdal2mZT+i5GSEIKLwl52dDcCbb75JTEwMixYtYt++fcybN4+WLVsyadIkpk6deuT49u3bM2nSJNauXcuhQ4dYt24dzz//fNkuGrffzrx58yp03cLCQiBwolZ0dDR+v7/SldZru8ruDBRsevcAJuXfHWbUmDhNv1KUf9xz6lVEVxUDanIDnaNDR68iOoCSm6n/AkcpptVLNc3+mHh87XtUZWhCVMgFTe2suCSFcR2i6JRo5lTW43r88ObGYrp+mcF7m4vx+mWxqqgbqnLB2KFDhwAwm6USbV2lt8AvuS4kogO+9t3w9Bqk22f98FWUA7tRsg5W+Beu8N1t1mhQGJZqZ8FF9fjxwiQubmajIsvCMhwqU/eaGbm4iGYzD9Ln20zuWZ7PpztKSS/0SkEjUSHWT95CKS7UtPvjknBdflMIIhJCiOqntzOyAgFzNMTJq2c3MqN/IguGJNOnfuC5xcNWZroZ8n02l8/PZn2OOwgRCiHqCn/aaXjPHarbZ1nwFbaXHoKSoiBHJU5FaGbAarFKbxkTGY37mv9W/kJ+P9b3X8D8y/earsOV0Z13P4uvXdfKn1sIUc6QZnYWxZm4dlEuW/L1V1zN2eNk65wsPh+YSGq0/GgVdVvjxo156623KnSsyWRi7NixjB07tpqjEjVVkUdFb4pGKqL/K8lm5JvBSdy9PJ+Pd5TqHrM8w82AOVnMOi+R0+JkwlwIEVxqXCLevhdgXjy7XLvi82H+/rOTeyau5fz+srEFi8XCzJkzadCgLLm3V69eTJs2jT59+jBp0iTGjBkDwMUXX1zu9c2aNePmm2/mtNNOY/jw4Tz11FNceOGFwX0TdcxLL73EoEGDuPPOO5k7dy6tWrVi/fr1LF26VLMzULBlObRjVUk2A4pyOBFdpyK601GWHGTVr5CkVxFdTaoP5hNPYAWTqlMRHcCQk4G/5emadtPqJShubVKUt+d5EKKFBEI0iDAyoVssEwCPX2Vrvpf1OW7+yvWwPtfDX7ke3cW7geS6/Nz3WwHvbSnh6R6xDGh04kpoQtRkhxeMLVq0iBkzZnDdddcd6Tu8YGzkyJGYTCaKioo4dOjQkSrqR/vwww9Zs2YNLVq00N09RtR+Xr9KZoD7qrrCdfXtmP5aiVJUUK7dkJ9D5MPXV+pcqtGEt+cAXKPvA52Fy+HizBQrZ6ZY+bvQy1ubipm5vVS3INmx/CpsyPWwIdfD+1tLgLLPSvdkC2fWs9C9noUuSWYiTHXn8yNOzPjXKszL5+v2ua69CyIC7+IshBA1WYFOnlWsRcGgUylXVI3u9Sx8d34Siw+4eGJNIetyPMc9fsF+Fwv2ZzEizc7QVDvt482kRhsxGuT/kRDi5LkuuxHTqp81z5gApo2rifjf7TjufgY1zHZiFfpkBqWK5QWoiKxbEf1UGAy4brgfVBXzrz9ouhW3C9srD+O85zl8bbtU7bWFqINaxZpZcFEyd/yax7e79Ct1bC/wcvEP2Xx/QRKNo+THqxBCVIXAi/xkYONoVqPCm33iaBNn4vHVhbrJ+7uKfAyck8X75yRwXmNJNhFCBJf7wisxLZmD4i//c928ZA7uodeCTkXmuiwmJgaAzp07H0lCP6xdu3akpqaSnp5Ofn4+cXFxAc/Tr18/0tLS2LRpE4WFhUfOe6LrFhRoB/0AioqKUBSFqCiZ/D7W4Z2BnnnmGRYuXHhkN6CbbrqJBx54gOTk5JDFlqNzP5VkNx75bzU6Tvd1SlE+qrW+fp9ORXR//cYnF2A18icEqIieo18R3fTrj7rt3j6DqywmIU6F2aDQPsFM+4R/E/ZUVWV3sa8sMT2nLDH9rxwP+0uPvyPSlnwvI+bnMKixlae6x9JaFqyKWqyiC8Zyc3Pp0aMHXbp0oVWrVjRs2JD8/Hz++OMP1q1bR0xMDG+//XaI340IlaUHXboJyI0ijTpH11LRcbiuGovtnWdO+VSKz4v51x/BZME1+t4qCK56pcWYeOGsOB7pEsMHW0uYsqmYDJ2FCceT7fTz/V4n3+8tm2MyKdAh0UyPo5LTG0cajywYFXWMy4F1+su6Xd6uffB16xvkgIQQInjydfKs4mRn5GqnKAr9G9k4p6GVb3c5eOqPQnYWHn8s4cu/HXz5twMAu1GhTbyJ0+PNtIs3c3q8idMTzCTZ6tD9sRDi1ERG47z+HuyTHtftNhzaS8QTt+EcOwFf+25BDk5UlmRKVrG8AMlS8dZqGDQwGHCNuR9QywZrjqG4XdhefkiS0YWoItFmA9POSWDShmIeX1OI3g7Ge4t9DP8xh3kXJlHPLjfYQghxqvS24wOpiK5HURTu7BBNq1gTNy3Jo1hncrTQozLypxye6RHLLW0jZWJLCBE0ar2GeM8agHn5gnLtituFZf4XuC+7MUSRhafDVThjY2N1+w+3O50n3s4+MTGR9PR0HA7HCRPRW7RoAUB6erqmz+fzsXv3bpo1a4ZJKkPrqszOQMEUqCL6YXoV0QGUwvyyKufHcpRgKMjVNPvDsCqJmqC/AEDJydC2ZR3EtGWtpt3XpAX+pi2rOjQhqoyiKKRGm0iNNnFxM/uR9oxSH6/8VcR7m0s4XuHW+ftcLNyfyY1tInmoS0zVF1QRIgxUdMFYUlIS999/P7/++is///wzubm5WCwWmjZtyu23387YsWNp1KhRiN+NCJXDCTfHOrtB3Vrs7+01EO+y+Zg2rq6S85l//g5Pz/Pwt+lUJeerbvFWA/d0jGbs6VF8kV7KmxuL2ZSnv5PuiXhV+DPbw5/ZHqZsLqua3jDCQPd6FnrUs9Ij2ULHRDNWo4zf1QWWb6ZjyDqoaVftkWXV0IUQohbLd2kfWuNkHjBoDIrCJWkRXNTMzsfbS3lubSEHS0+84M7hU4/cyxytnt3wT2K6mXb/JKp3SDBL9XQhhC5f9344b38M67vPoXjcmn6ltBjbSw/gvvoOPOddApLfELZk5rCKBU5Er6abJIMR15gHwK/qbtVVloz+MI57n8PfpnPlzq2qGHZuwrR6KYYDu/HXb4Jn0Aj9ScgqoGQewLzgKwyZ+/Gd1gnPoBFhvR2fqJsUReG/HaLpmGjhhp9zdSvL7Sj0MvzHbOZekCyTd0IIcYryA2wxL4nogV3Q1M4PQ0xc+VMO+0q0lQv8Kjy0soCt+R6ePysOswz8CCGCxDPkak0iOoB54de4L7xStpg+St++ZZXOtm3bpunzeDykp6cTGRlJUlLScc9TUlLCli1biIyMJDEx8YTX7d27NwCLFi3i7rvvLte3YsUKSkpKGD58eAXfhQgX2U7t/UD5RPQ43dcphXm67YZD+3Tb1TCsiI7Zgj82QZM4b9CpiG7S+fkEUg1d1FwpEUaeOzOOG06L5P9WFfDjPlfAY30qTNlcwqydpTzUJYYxbSLlOUHUOhVZMBYZGckjjzwSpIhETeLyqXy3W5uIXs9uoE99SwgiCiFFwfWfezCOH43iDvzdUhm2aS9S+r/3wGKtkvMFg9WoMKpVJFe3jGDxARdTNhWz5KALnVvvSjlQ6ufbXc4jO/NajdAl0fJPcrqFHskWUiKkCFJtY9i9HfMPn+n2uS6/OeACWyGEqC2kInp4MBsUrj8tkpEtInh3czEvry8KOE97PJkOP5kOFz8f+PdesUFE2WK+61tHYpFFdkKIY3jP7I+/XkNsrz6KIT9b06/4/Vg/eh3D/r9xXXMXSLGksCTf3FUsP0AierWu1jMYcd30IJ5eg3S7FbcT+0sPYdCp6qTxT/K55ZO3iLj3SiKeHIvl+1mY1v2G5cfPiRg/GtPi2aBW/mYjIL8f84KviBh/A5b5X2BauwLrrMnYXrgfXCeu7iZEKPRraGXJ0GQ6JeovltiU52XE/GwKA1TyFUIIUTGBKqLLANTxtU8ws+jiZHokB54M/WBrKSPm5wRcSCmEEFXN3zgNb9c+mnaltATzom9DEFH4SktLo3///qSnpzNjxoxyfa+88goFBQUMGTIEk8lEUVERO3bs0JzD4XBw1113UVRUxPDhwzVVzLdt26ZJdG/VqhW9evXil19+YcGCf5Ny3W43Tz/9NADXXXddVb1NUc18fpXNeR7dCaOKVkTXEygRPRwrogOoiSmaNk1FdFXFvExb4EE1GPD2PK+6QhMiKFrHmZk1MImvBiXSNu74kzT5bpWHVhbQ65tMXllfxE/7nGQ6TjGjTgghaoFF+50U6txTDUu118nKjmq9hjhvGY9qrJrJf8PBvVjmfFwl5wo2RVHo38jGrIFJbBuRwLROTp7qGsGlaXYaR556wrjLB79lunljQzHXLsrltFmH6PT5IW5ekss3fzvw6m3dK2oWnxfr+y+g+LVjtL6W7fGee3EIghJCiODSTUSXglQhYzeV7cC89rL63NcxmgjTqd/vHiz1c/9vBXT/KoPPdpbir8qcMyFEreBPa4NjwmR8aW0CHmNe/B22F+6D4oIgRiYqSpYHVLG8AKvBqj1Z6p9kdFQ/5hU/aboPJ6M77p2o3d5OVTH8vRXT74sxrfoZQ7Z2e+Ij53E6sE17Ge+qJbhuuP+Uq6MrmQewTn1ed+tj05a12F55GOfdz4K1bm1tKGqGxlEmvhmcxEXfZ7FRZ+vFP7I9XPFTDl8OSiTCJA9KQghxMgIlosda6t4kX2XVsxuZfX4Sdy3PY9ZO/e2jlx50MeC7TGYNTKRVrOxEI4Sofu6LRmH641dNu/mHz/EMHCHPfkd56aWXGDRoEHfeeSdz586lVatWrF+/nqVLl9KkSROefPJJAHJzc+nevTtdu3aldevWpKSkkJmZyZIlS9i/fz/t2rU7cuzRevToAUB+fr7muoMHD2bUqFFccskl1K9fn/nz57N582ZuuukmzjzzzGp/76LySr1+NuV5WZ/j4a9cN+tzPGzK8+Lw6Y9TJdn+TYoJWBG9SL8iunJor267PxwrogNqYj1I31yu7diK6IYdGzFkaBPsfR16oMYmVGt8QgRL/0Y2fhlmZfq2Ep7+o4jc4yxI3V7g5Yk1hUf+nGI30DHBTIdEMx0TLHRMNJMabcQgW+EKIeqIr/7WH1cZkWYPciThw9ftbEqf/wjjlrUojtIKv86wdyfmJXM17eY5M/H2OAd/47SqDDOoLEaF06P9nN/Ejs1W9my7v8THqkw3v2e5+D3TzbocD55TrAmxu9jH7mIHn6U7aBxp5NZ2kVzXOpIYSdirkcwLvsK4S7sbmmo04Rp9Lxjk/6sQovbTmwuUecDQi7MaePSMGG5qG8mL64uYtbNUd3FmZewu9nHz0jxe/auIx86IYXBjG4qMLQgh/qHGJ+F45DWs77+gm/8KZfmkERNuwznu6Rr9/FgbSSJ6FQtUUTI+GFU7DUZcNz8MEDgZ/eUHcdz7PP7WHTDs2orp958x/f4zhuxDlbqUaeMajONvwHXV7Xj7DYHK3hj4/ZgWz8Y6azLKcaqemzb/ie3VR3COe0YSEkRYirca+HpwEkO+z2Z7gTYZfUWGm2sW5vLJeYlYZYshIYSotJDsNlOL2EwKk/vG0ybOXC6R5GjpRT4GzMli+jkJnNtI7reEENXL36It3tPPwLRxTbl2Q1E+5qXz8Ay8NESRhZ+0tDQWL17MM888w8KFC1m0aBEpKSncdNNNPPDAAyQnl23NHR8fz4033siaNWtYsGAB+fn52O12WrduzS233MJNN92E3V7xBJm2bduycOFCnnrqKebPn09paSktWrTgxRdfZMyYMdX1dgWwq6hiSSmqCgdKffyV42F9rof1OR62F3qpTDHE5KMrokfH6R4TsCK6TsK2ajajJtSreABB5NeriF5SCM5SsEUAYP71R93XevqcX62xCRFsJoPCmDZRjEiL4MV1RUzZXFyhnzsZDj8L9rtYsP/fbbWjzQrtE8y0TzCXJan/86suVgYWQtRupV4/3+/RzmM1jjTSo17gnejqAjWpPt7K3i/5vBh2b9ck3io+L9YPXsIx/vValXjbKNJIozQ7w/9ZtODwqqzLcfN7ppuVmWW/ZzlPPjN9X4mPR1cV8vzaIq4/LZJb2kbSOEqm/2sKJesgli/f1+3zXHS1JNYIIeoEh1fFpbMRl8wDho+UCCMvnBXHcz1i2VXkY2Oeh415Hjb98yu90Edl09M35Xm58qdczqpn4fFuMfRMsVZL7EKIGshixXXLePyNUrF+8Z7uIYasA9ifHIvztv/D17lnkAMUgciTaBUr0EmWMihlA/NBYTDiuumhsi2Ff1uo6VZcTuwvPYAaE48h6+ApXUpxlmL74EW8q5fgGn1/WYWpirwu6yDW91/AtOmPCh1v2vRHWTL63c+CRW4+RPipZzfyzeAkLpiXxZ5i7VPSogMubvg5l2nnJmCWyTghhKiUggAr62NlAKrCFEXh7o7RtIw1ccvSPEq92r/TQrfKZQtymHhmLDe2jQpBlEKIusRz8TWaRHQA87xP8Zx7MZhkh4bDGjduzFtvvXXcY2JiYnjhhRcqfe5jK6EfrVWrVkyfPr3S5xSn5vL5uWwv1C5wrg6p0f9WRMdsQbVHojhKyh2jFOpXRDfoVET3pzQO24ShQONVSm4WasNm4HZh+n2R9nURUTKILWqtOKuBp3rEMvq0SB5bXcBcnQTLEynyqKzIcLMiw32krWGEgfs7xXBd6whJSBdC1BoL9rko1hlLGZ5ql50hTobRhOuG+7FPuAXFX35O1bhjA6bF3+EdMCxEwVU/u0nhrBQrZ/2TbKWqKruLffye+W9y+sY8T6UWmQIUelTe2FDM2xuLuSTNztjTo+icVLcXSoQ9VcU6/RUUt/Y+zN+gCe6LRoUgKCEqpkOHDuzdq79bWu/evZk7d26Fjj1s3rx59OrVq0LX3rFjB0899RRLly49Ujzhhhtu4IYbbpCqyjVUfoCdkeOCUexTVIrRoNAi1kSLWBNDU/8tfFLi8bM133tUgrqXjbkeco6zE9thv2W6uWBeNoMbW3n0jFg6JMjcgBACUBQ8F1+Dv0EzbO88rVvkWHGWYnv1Edwjb8FzwRWVL6IsqpwkolexPJ2bpDiLIbiDUUZTWWV0VcW8UjuRpricKKeYhH4001+rMI4fjevqsXj7XhD4H7aqYvr5O6yfvo3i1N/GMOA1Diejj3tGktFFWGoUaWT2+WXJ6AdLtT8H5u5xcvsveUzuGy8TcUKIU1KZAb4T+eyzz5g8eTJbtmzBbDZz1lln8fDDD9O5c+cqivbU6Q1AKUCMbMlXaRc3s9P0QiNX/5TL/lLtwimfCvf9VsDWfC/PnhmLSb6vhBDVxNemM74W7TDu3FSu3ZCbiWnFT2XPlUKIatM82qipMqTGxGkT0YvytS9WVQyHdCqi129SlSFWKX+ASu2GnAx8DZth+nMZSmmJpt97Zn8ZgxK1XotYEzMHJLLkgItHfs9nY96pLYY5UOrn7hX5vLulmGd7xNKvoey4JISo+b76u1S3fUTziu86JMrzN2uF5/yRWOZ9qumzfjYFX5deqAnJIYgs+BRFITXaRGq0iZEtynbrKfb4WZPlYVWWm98zXfye6SY/QLGOY3lV+DzdwefpDvrWt3BH+2gGNrbKookwZPptIaa/ftftc/7nPnkWEWEvJiaG2267TdPetGnTcn++7bbbKCgo0ByXm5vLu+++S1xcHF27dq3QNbds2cKgQYNwOp0MHz6cBg0aMH/+fO699162bNlyUoUaROjJzsg1X6TZQNdkC12T/10Ep6oqmQ4/KzPdvLiuiPW5nuOe48d9Lubvy+Sy5nYe6RJDA1lPJ4QAfN364qg3Cdur4zHkZGj6FVXFOmsyhv1/4xp9nxS6CjFJRK9ieTo3SfHWEDzcG024bnkEUDGvXHxSp1BtdrxdeuPtcQ4YDFinvYwhL1v3WMVRgm3q83hXLcE1+j7NAJGSfaisCrpO1buj+RNTwO3CoDPZadq4Btur43GOe1oevkVYSo028e3gJC78Pptsna0UP093EGFSeLVXnKzIFkKckooO8B3Piy++yFNPPUWTJk0YPXo0xcXFfPXVVwwePJhvv/2Ws846qypDPmkFOonoMRZFJk9OUqdECwsvTmbUwhzWZOsP+ry7pYTthV7e7xdPgs2oe4wQQpwSRcF90Sjsr43XdFnmfoy39yAwyM8fIapavFVhYGMb47vEYDGWv5dSo+MhY3+5NqUwX3MOpTBPk7AO/1RED1MBK6LnZAJg+vVH3X5Pn8HVFpMQ4aZfQytLh9bj4x2lTN9WwrocD54TFy4LaFOel2E/5nBBExtPdY+lRaxMQwghaqYij58f92orr6VGG+mcKBPcp8I9/D+YVi3R7N6sOEuxfvQ6zjufDFFkoRdlNtCvoZV+Da1ANH5VZUeBl9+zyqqmLzngYrfO7rzH+uWQm18O5dA61sTY06O4okUENpOMqYaF4gIsMyfpdnn6XYS/TacgByRE5cXGxvLwww+f8Ljbb79dt/2NN94AYOTIkdhsFVvAes8991BYWMjnn3/OwIEDARg/fjzDhg3j3Xff5fLLL6dHjx4VfAciXASuiC7fWTWZoiikRBgZmmrnomY2vvnbwVN/FJJeFPgeRqUsp+brvx1c09LKFfEQvqUvhBDB4m/aEseEydhe/z+M2zfoHmP+9UcwW3D9594gRyeOJiPAVUw/ET1EK/WMJly3jAe/innVzxV6yZHk8+798HXoUS7hu/TpDlg/eQvzL98HfL1p/UqM4/+D6+o78PY5v6xtyVysn7yF4tSvGnGY55yLcV15K4acDOzP3Y1SpF0Za9q4Gttrj+K86ylJRhdhqXWcma8GJXLxD9kU6FSomL6tlAiTwjM9YiUZXQhx0io6wBfIzp07ee6552jZsiULFy4kNjYWgDFjxjBw4EDuuusuVqxYgcEQ+moDej9LY6UKwimpH2FkzgXJ3PFrHl/+rb9Lzc8HXLT+9BBnplg4r5GN/o2sdEgwywIAIUSV8XXuia9xGsZ9f5drNxzci3HNL/i6nxOawISoJZpGGemQYKZjorns9wQzjSKNAZ9D1Zg4TZtSmKdt06mGDuAP44roamKKbrshJwMlPwfjX6s0ff6UxvhbtKvu0IQIK0aDwrWtI7m2dSRun8qWfA9/5XpYn1P2+4ZcD4WeilVjPez7vU5+2u/kpraRPNApRrZWF0LUOD/sceLUyZUZkWaX8f1TZbXh+s+92F+4T9NlWvMLxtW/4OvWNwSBhR+DotA6zkzrODPXtIrEr6r8sNfJpA3FLM9wn/D12wq83LU8nyf/KOTGNpHc2DaSJCk+EVLWT97WLcrmj03AdcUtwQ9IiBD46KOPALj22msrdPyOHTtYvnw5ffv2PZKEDmCxWBg/fjwXXXQR06dPl0T0GkivIBVIRfTaxKAoXNo8gotT7Xy0rZSJaws55Ai8+t2rwrTtLj4x2Lk4s4irWkO/BlbZyVmIOkyNicfx4MtYp72M+dcfdI8xL/4OT6+B+Ft3DHJ04jBJRK9ietvGhPQGyWjCdeujKKiYVi3RPUS12vB27oW3x7n4OvYInOAdGY3rxgfxdu+H9f0XMeQHqI5eWoLtvYl4Vy0Bvw+TzoTe0fwJ9XDdcD++Dt3L/ty4OY4HX8E+MUAy+oZV2F5/FOedkowuwlPHRAtfDExi+I/ZlHi1E3RvbyohymxgfNeYEEQnhBAwc+ZMvF4v995775EkdICOHTsyYsQIPv74Y1asWEHv3r1DGGWZgnC7t6ol7CaF9/rF0ybOxNN/Fuke41Vh2SE3yw65eWINJNsM9G9kZcA/iekyYSWEOCUGA56LRmGc/JSmy/LdTBzd+oEkdghxQkYFTosz0THBTIdES9nvCeZKJ3uqMfGaNqUwH1S13L9Fw6G9uq/3129UqesFkxodh2o2o3jK7waj5GRiWvETiqq93/T0GSw/g0SdZjEqdEy00DHRwqhWZW1+VWVPsY91/ySm/5Xj5q9cDwdKj1863eOHtzaW8OkOB490ieY/p0XK5LEQosYItID/krSIIEdSO/nad8PTaxDm5fM1fdYPX6W0XReIiApBZOHNoChc2NTOhU3t/JntZtKGYr7Z5cB3gvVi2U4/z60t4tW/iriqZQS3nx5Fq1ip7B9sxo1rAibPuK65EyKjgxyRECfH7XYzc+ZMDh06RHR0NF27dqVbt24Veu3KlSvZunUrXbp0oUOHDhV6za+//gpA//79NX09e/YkMjKSZcuWVfwNiLCR79L/ApOiVLWP2aAwuk0kV7S08+7mEl5eX6RbkOwwl1/hi11uvtiVQ7LNwCVpdi5vHkG3ZLMsChWiLjJbcN34IP7GaVhmTUZRtT8/rNNfxfG/d8AoKdGhIH/rVSxPZ7VeyCqiH2Yy4bz1/7DEJWFe+DWK349qseHt0vOf5PMzK5XQ7et0FqXPfIB15iTMy/S3LwYwrfvthOfy9BuC68rbNANJ/ibNcTzwclkyenGh9tx/rcL2+v+Vbc0nyegiDHWvZ+HT8xK5fEG2bsWUF9YVEWlSGNdRBpSEEJV3KgN8cPwBuwEDBvDxxx+zbNmy8EhE17m3irXI4EJVUBSF+zvH0DrOzK1L83CcYLYqy+ln1k4Hs3Y6UIBOiWYG/JOY3r2eBbMkkwghKsnb4xz8X76PIetAuXbj7u0Y//q97FlViDrkoS5RFJ64oCEANpNC2zgTbeLM2Eyn/h2sWxHd54XS4nKJEIYM/YroahhXREdRUBNSUI6J3ZBzCMPu7ZrDVUXB23tQsKITosYwKAqp0SZSo00MS7Ufac9y+Fie4ebpPwrZVuAN+Ppcl5/7fivgvS0lPN0jlgGNbMEIWwghTlq+y8/C/U5N+2mxJk6Pl+nVquK66nZM63/TzAUa8nOwfv4uruvvDlFkNUOXJAtTz0ng8WIvUzaVMGNbCUUn2MHE6YMPtpbywdZSzm9i4472UfROsUhCVzC4XVinvaTb5e3cC1/3fkEOSIiTl5GRwdixY8u1de3alalTp5KWlnbc13744YcAXHfddRW+3s6dOwFo3ry5ps9oNNKsWTO2bNmC1+vFZJLv6ZokP1BF9FDnWYlqE2EycFeHaK5vHcnrG4p4e2NJheYo39lcwjubS0iLNnJZ8wgub26ndZwsqhOiTlEUPBdcgb9hM2yTJqC4yz+zG/elY/7pazyDLw9RgHWb3IFVIb+q6q7WC4sbJJMJ9zX/xXPhFeB2ocYng/UUBvsjo3Hd/HBZdfQPXsRQkFupl/vjk8qqoB8nscDftAWOB1/GPvGeAMnov2N747GyZHSzpdJvQYjq1reBlRnnJjJqUQ4eneenCWsKiTQr3NRWKnoIISrnVAb4oGzALioqipSUFE1fixYtjhxTEU6ndkKuKuW5tKt5ok3Vf926ZHB9ha8HxPCfXwo55DhB6aR/qMDaHA9rczy8tL6YaLNCnxQTHeNNpEYZSY02khZtqJbq9W63u9zvQgSbfAarljroMqJnvq5pN337ISWtO4UgouCw2ST5TmiNaB4ZsmvrVUQHUIryUY9ORD+kTURXIyJRo+OqK7Qq4U+sp0miN+zcjOLR/iz3te2Cmqi9TxZC6Eu2GxmWaufCpjY+2FLCs2sLyQtQ0Q5gS76XEfNzGNjIyv91smEPeKQQQoTWnD0O3XH9S9LskrBblWLicF19B7Z3ntF0mRd9i6fnefhbV6xabl3WNMrE0z1ieaBzNDO2ljB5Uwn7S3WqJB3jh71OftjrpHOimTvaRzEs1S7FJqqR5ZvpGDIPaNpVmx3XdeNkVyZRY4waNYqePXvSrl07IiMj2bFjB2+++SazZs1i6NChLF++nOho/WJsxcXFfPPNN0RERDBixIgKX7OwsCxf5Ohdfo8WHR2N3++nuLiYuLi4Sr8nETr5OjsjA8RJUapaL85q4LEzYrm5bRQvrCti+tYSvBWYpvy7yMcL64p4YV0RnRLNXNbczoi0CBpGyk7OQtQVvk5n4b50NNZP39b0Wb76AO+Z/VHjEkMQWd1W4xPRX331VSZMmADAggUL6N69e8hiKXSr6H0nhrwi+lHUhHpVej5fl16UtpqGdeYbmJcvqNBrPH0vwHXV7RXaWszftGVZMvpz96CU6CSjr19Zloz+3/9JMroIS4Oa2HivXwKjf87Fr/MD4v7fCog0KVzdKnQJB0KImuVUBvgOKywsJDk5Wbfv8GsPD+qdyKFDh/B4PJV7E5WQ77ID5QebTJ5S9u7Nr7Zr1kWJwNT2Cv/bbmFlfuUHaoo8Kt/v8/D9vvKfhRiTSmObn8Y2lcZ2lSZH/ttPovnU5lYyMjJO/sVCVAH5DFYNpUkbTo+KxVxcUK7dvGMDucsWUdK0VYgiqz5ms5nU1NRQhyFEOXoV0QGUwrxy1c6VQ3s1x/hTmoR9woReYrleEjqAt/fg6g5HiFrJbFC4uV0Ul7eIYOLaQt7bfPwJ5AX7XSw64GJEfTNP1PPTQNZoCSHCzFfpDt32S9NkCU1V8/YaiHfZfEwbV2v6bB+8SOn/3pU5wAqKtRj4b4dobj09im/+djBpYzHrck48drs2x8ONS/KYsLqQW9pFcn3rSGKqocBEXWbYsxPz95/q9rkvuwk1sWrn8IWoTg899FC5P3fs2JEpU6YAMGvWLKZPn84dd9yh+9qvvvqK4uJirrrqKmJiYqo9VhH+AlVEj5XvoTqjfoSRl3rGccfpUTzzZyGfB7gP17Mux8O6HA+PrSqkT30Ll7eIoFeKhbRoE0ZZXCdEreYZOALTL99j3L+rXLviLMXy6du4bn00NIHVYTU6EX3Tpk08++yzREZGUlJSEupwAm8ZU9tvkKJicN0yvqw6+rSXMBTk6R7mj0vCdcN9+DqdVanTlyWjv4R94r36yejrfpNkdBHWhqXaeatPPLf+ov9v445l+USYDAyXAWwhRAWcygBfdahfv361ndvtU3H6tbuuNIiLokkTWcBT1ZoA37aETXleFh708PNBN79ne3Wrf1VUoVdhU7GRTcXavggTpEYZaRtrpF8DC+fUN1PPfuL7ZrfbTUZGBikpKVgscu8ngk8+g1XPdf5IzF+8q2lP/WMxhb37hyAiIeqeQBXNlcL8f//g92HI3K85xl+/cfUEVYUqmtShWm14u/Wt5miEqN3irQaeOzOOMW0ieXRVIT/uDbyblU+Fzw6a+eX7At4/10jPFGsQIxVCiMCynT6WHHRp2jskmGkdZw5BRLWcouD6zz0Yx49GcZf/ezcc2I157id4hl8fouBqJrNB4fIWEVzW3M6vh9xM2lDEj/u0n+lj7Svx8X+rCnl+bRHXt47klnaRNImq0ekE4cHvw/r+Cyh+7UCrr0VbPAOGhSAoIare6NGjmTVrFitXrgw4T/XRRx8BcN1111Xq3IeT1gsKCnT7i4qKUBSFqCjZibym0auIHmNWJIm4DkqLMfFuvwTu7uhh+uZCvvy7lGx3xfLtVOCXQ25+OVRWeMJuVDgtzsTpCWbaxZs5Pd7E6fFmku1SNV2IWsNkwnXdOCKeHafpMq/4CW+/Ifjadgl+XHVYjX1y9Hg83HbbbXTo0IHmzZvz2WefhTok8gJsGRNOFdGrk69rH0pbd8D64euYf1tYrs/TZzCuq++oUBV0Pf5mrf5JRr8HpaRI029a9xu2SY/jvOOJak1GV7IOouTnoNZriBqbUG3XEbXPlS0jKPWq3LMiX9PnV+HGJbnYTYkMbiLln4QQJ6ciA3yHxcTEBKx4XlRUdOSYirDZqu/nVpFDf/vYpAhztV63ruvaoOzX/UCxx88vB10s2u9i4X4n6UUn3tK3okq9sCnfx6Z8H1/uLhsY6pBgZkAjK/0b2TirngWLMfBAo8Vikc+BCCn5DFahgZegfj9Ls/D4/9m77/AoqjUM4O/szpb03oBAQich9N5BqiBNRAQboCiC9dqwoV4VuyIKinJtoCBSFAUFaSItgECABAIJgRCSkJBets/9Y5NA2E3IJpvdlPf3PDzAzOzM2WSSOXvmne8oTx6Ca3oyTC0aXlV0orqmsoroZf++egWClZlwTNdVTK+rTFYqoltj6DEYULvWcmuIGoc2XgqsGe6HnSkavBCdi7gcQ4XbphabMG5LJl7t7on5Hd0h1PFZFoio4fs1SQOjlVkdWA299kiBTaCbNBOqNZ9brFNuWglDryGQmrRwQsvqN0EQMDBEhYEhKpzJ0WPpqQKsTiiC9iZDfPl6CZ+eKsCy2AJMCnfBbS1c0DNAiSZuDG9Vh+KvDZCfP22xXJLLoZ35DCDj15UaBj8/PwBAUVGR1fWnT59GdHQ02rZti759+9q071atWgEAEhMTLdYZjUZcuHABLVq0gCjW2whUo5Wrs+x0eTWSjBVZF+GjwGvd3DDTPwvJymBsvGTApqRi5OkrmXbtBsVGCceu6nHshplhAtQyczDdV0SEjwIdfRRo562Ai8hxCKL6yNS+C/R9h0Ox/y+LdcrvFqP4v18B7Bs4TL39Sr///vs4ffo0du/ejcWLFzu7OQAqC6I3oguWuxe0c1+GYcAoiHv+AAQBhkFjYIzsUeNdm8PoH1YcRj+2H67PzoChx2AYeg+FqWUHQFbzDqqQlgwxehfE6F2QJycAMFfI0t0xB/oRk2u8f2o8ZrV3Q6HBhJcPWYY/DRJw786r+Gm4PwY3YfUnIrLdzQb4rteqVStER0eXVfS9XkJCQtk2zpbL6ficzl0hw5jmLhjT3Hyj9XyeAdtTNNieosXfqVoUGqo+6FMVJ7L0OJGlx8cnCuAuChgQosLwpirc0lSNcM96+9GFiG5G7QrdyNuh2vC1xSrFbz9AO2+hExpF1LhInj5Wlwv51yqNydIuWX9tA6qIbhgwqpZbQtT4DG2qxp4JKnwXX4Q3/83D1QrG0I0S8PLhPOxL12HZQB94M3hARE60/rz18bVJDKLXKv2oKRD3/wX5xXPllgsGPdRff4DiBR/b5b5fY9XOW4HF/X3wUjdPfHW6EF/FFVZ4XS5llICfE4vxc2IxAKCZmxy9A5XoGahE70AlOvoqoGDF2koJV9Oh/Pkrq+v0t94FU2hLB7eIqPYcPnwYANC8eXOr67///nsAwD333GPzvvv37w8A2LFjB5588sly6/bv34/CwkJMnDjR5v2S8+VYuRfI+4AEAHIBGBiswIgwD7zfxxtbL2mwNqEIWy9pUMEt5JvK0JiwO1VbbvYjmQC09BAR4SOWhNQViPRRIMxDDhkflCeq83TT5kI8th9CcWG55fLLSVBs/Rn6W6c5qWWNT71Mcxw7dgwffPABXnjhBbRv397ZzSlTYRC9EXaSjFG9YIzqZff9mlq0QfGzJZXRiwos1suyMqDc+jOUW3+GyTcQhl5DYOg5GKZWEYANHQQh7RLEQ7sgRu+E/GKC5XqtBqqVnwA6DfRjp9foPVHj8mhHDxTqJbx9zPJhCq0RmL79KtaP9ENvTkVMRDa62QDf9fr374/o6Gjs2LEDd911V7l127dvL9vG2XKsVEEAWAnBmcI9RTzg6Y4HOrhDZ5Rw8IoOO1I02HFZi9hsPfTVHPixpsAg4Y9kDf5I1gDIRbiHHMObqjEwUIYW9ivMTkR1hH74JCi3rIagKS63XDy0C7q0WZDqQcVlovpMcveEJAgQpPL9r+srosvSkq2+tqFURDf5BcHYvkvtN4aoERJlAma1d8PkcBe8fzwfX8QVVPjZYUuyBoN+vYJvhviiW0DtzXxJRFSR1CIj9qbpLJZ391cgzKNe3latP+QitLOehstrj0CQyl8o5PExEHf/DsPQ25zUuIYjwEWOBV098USUB9YkFOGzUwU4m1vxzCXXu1RoxKXzxVh33vzZ3UUuoKu/oiyc3itQCX81q3uXkSSovv0IglZjscoU1Ay68baHcYmcLT4+Hs2aNYOrq6vF8ldffRUAMGXKFIvX6fV6rFmzBgqFAtOmVR4Ii4+PBwC0bdu2bFmbNm3Qr18/7NmzB9u2bcOIESMAADqdDm+++SYA4N577632+yLnybWSs/JWMvxL5bmIAiaEuWBCmAtytCb8eqEYaxOK8E+aDjUtmWWSgHN5BpzLM+DXC9eu2a6igPbeIiJ9FIgo+RPpK7KvQ1THSN5+0E2eCdWqTy3WKTd+A0OfYZB8q1aohmqm3o2YaLVazJ07F1FRUXj88cdtfr1GY/lBz14yCi0HpgDABXpoNPatFtmoBTeH9olF8Pp4AWRWwuilZFlXoPzjJyj/+AlG30Bouw+ErvsgGMLaWg2ly65churI31Ad2QMx2TJ8bo3qp+UwGIwoHnVHpdvpdLpyf1Pj9nh7BXI1aiw7bfn7qNAg4Y5tV/HzME908rXPr2ief2QParXa2U0g2D7Al5ubi/T0dHh6eiI4OLhs+YwZM7BkyRJ88MEHuPXWW+Hl5QUAiImJwbp169CuXTubp0WsDRVVRPduhA/51UVK+bWpfRcCMJokXCo0IinfgMQ8IxLzDTifZyj524hia3Na2+B8vhFfni7El6cBOVwQeiIbLT0VaOkpItxTRLiHHC09RYS5i1BzCj2i+sfdE/phE6DcvLrcYkGSoPz9R2hnP+ukhhE1EjI5JHcvCPk55RYLedf+L6Rbr4huCqoHFdGrMNBs6DeCFTaJapm3SoY3enlhVns3/Gd/DnZe1lrd7mKBEaM3Z+DNXl54oL0bBFYgIyIH2ni+2GqYZXJLVytLyd5M4e2hH3k7lH+utVin+ulzGLv2g+Tt54SWNTwuooD727nh3rau2HpJgyUnC6w+hFGZYqOEfek67Eu/9rpWnnL0DFBiZDM1bgtzadQV08XoXRCPH7C6TjvzP4CSRamo/lm3bh2WLl2Kfv36ITQ0FK6urjh37hy2bdsGvV6Pp556ymqho82bNyMzMxO33XYbAgICKj1Gr17mgoc5OTnlln/wwQcYNWoUZsyYgUmTJiE4OBhbt25FXFwcHnzwQfTu3dtu75Mcx1pFdN4HpMp4q2S4t60b7m3rhsuFRqw7X4S1CcWIydLb9ThFBgn/Zurxb2b5/Qa5yMqC6RE+5qB6O28FXHhvkshp9LdMhPj3FshvyHsKWg2UPy7jzMsOUu+C6G+99RYSEhKwa9cuyOW2P2WUlpYGvd6+F59SFzJEAJZVWooyU5GcVyuHbLxkarhMexytf/gIosb6FInXk2ddgeu2dXDdtg5aLz/kdOiOnIgeMKjd4BN3BN5xh+GadrFaTXFbvwI5ubm40vfm0zenp6dX6xjU8Mz0A64EK7AuTWGxLk8v4Y7tOfgiSoNWbvZ7iIXnH1WXQqFAWFiYs5tBsH2A77fffsO8efNw1113YdmyZWXLW7dujeeffx5vvPEGBgwYgPHjx6OgoADr168HACxevBiyOhDCsVYFAQC8WAmhTpLLBLTwENHCQ8TgJuXXSZKE9GITEkuC6UklQfWYq3qcy6taxaXrGSEgqcCEpAItdtwQXhEANHGVI9zTHEwP9xDNAfWSoLqHwvnnNhFZpx91BxTb1kG44TO7uPdP6CbeB6kKFY2JqPokT2/AIoheeUV0k7cf4FIPQllKFUwe3pDd8P6upx9w83EdIrKPlp4i1o30wztHsvHeiSKYYPkZT2cCnjmQi31pOizu7w1PBhGIyEE2nC+2unximIuDW9J46SbPhHjkb8gyy9/TEIoKoVr5CTTzX3NSyxommSBgdKgLRoe64FimDp+eKsCG88Wobk2JhDwjEvKKsTqhGE0P5eGhCHNQzLuxzXJZmA/lqk+srtIPuhXGDl0d3CAi+xg4cCDi4+MRExOD/fv3o6ioCH5+fhgxYgQeeOABDBs2zOrrVq5cCaBmVcs7dOiA7du344033sDWrVtRVFSEVq1a4f3338fs2bOrvd/G5uOPPy4rbrVt2zb07NnTqe2xNjtyo7tmULU1cZPj0Y4eeLSjBy7kG3D8qh6nsvWILfmTmGesccX0G6UXm5BerC33cL1MAFp5imXB9AgfBSJ9FGjhIYeMD9cT1T65CO29T8D1zUctVimid8IwZCyMkT2c0LDGpV4F0aOjo7FkyRI8//zziIiIqNY+rq8Gam+mjEIAlhWOI8KaQSnnhcXuQkORHxIMjxXvQqxgemhrVLlXEXRgK4IObLVbU5pu/xnePj4oHnG71fU6nQ7p6ekICgqCUskpZclsSagE4UABfk6yrDCRaxDw+GlXbLzFC+EeNZvah+cfUcNR3QE+a55++mk0b94cy5Ytw//+9z8oFAr07dsXL7zwArp06VJ7b8IG1gafAA5A1UeCICDYVY5gVzn6BZev9HMh34AdKVpsT9Fgd6oW+fqaDQlJAFKKjEgpMuIfK1WcAtQyhHuIFkH1lh5y+KhkrLZI5ESStx8MA2+FYscv5ZYLRiMUW36C7m7LASQish/J0wdISSq37PqK6LI0y4roUnDdr4ZeSvILtAjalzK2joQUHOrYBhE1cjJBwJMdXdFCysbCcy7IqGBG0Q1JxYjJ0uHboX7o6GtZ0IGIyJ4uFhgQnWE5ltA3SImmbjUbpycbqF2hvfcpuHz4nMUq8dBuyA/vgbHHQCc0rOHr4q/EV4N9sbC7AV/EFuKnxCJcKbZeLKQqUoqMeOVwHt49lo972rri4Qh3tPCoV/GEalOtXgZZbrbFcpOnD7R3PuyEFhHZx4ABAzBgwACbX7d2reVMFxW5sRL69dq0aYNvv/3W5uOTWWxsLBYtWgQ3NzcUFhY6uznQGSUUGawE0fkgMlVDabGs8dc9QFpkMOF0tuG6cLr535ma6vdvrDFJwNlcA87mGvBL0rXcoJsooIOPWBZMb+slQmFjflAAEOIqRxhD7USVMrWNgn7AaCj++cNineq7xSh6YwWgYGauNtWbT3oGgwFz585FZGQknnzyyWrvR61W27FV5eUbLaskuIsCPN1YJaHWtI2C5s3/QX7yEMSDuyAe3QuhuHY6zJJchKl1JORnjltd7/bzlxAVCuhHT61wH0qlslbPQap/Ph+shk7Kwq8XLB9iSS+WcMfOfGy51R+h7jX/dc3zj6j+s3WAb8aMGZgxY0aF66dOnYqpUyu+bjlbrpXp+ADAiwNQDUoLDxEz24uY2d4NepOEQ1d02J6iwfYULY5dtf9MRhkaEzI0OkRnWK7zVApo6VEaTpcj/LqgerALQ+pEjqC7dRrEXZsgmMpfAxS7f4N+/N3moCwR1QrJ09timSy/JDih10HITLNYbwqqP+FtyS8ISIq3uk7ff6SDW0NEpXp6m/DXaG88cqAQe608SAqYK6sO/+0K3uvjjbvbuLJfTtQIOapy58YKqqFPDud9Pkczdu4NfZ9boDiw3WKdetnr0N79GAxDxgG8JtSKUHcRb/Tywn97euJ8vhEHr+gQfUWL6Cs6xGYbbK4sWmCQsCy2EF/EFWJCCxfM7+iO7gENNwQiO30Mir83W12nmzEfcPd0cIuIiAC9Xo+5c+ciKioKLVu2xE8//eTsJlV4H5AFqcheXEUZugUo0e2GfseVYiNis/U4lW3AqSxzSP10jh4ao32PX2iQcDhDj8MZNb/f6SYKaO9dEmr3La26LsJPzQdmiUrp7nwI4r//QCgqKLdclpYMxR9rob+t4uwM1Vy9CaIXFBQgISEBABAQEGB1mxEjRgAwT+szbtw4h7WtVI6VThI7SA4gKmDs0g/GLv2g1esgP3kYYvROiP/uhaApqtGuJbkcxsgeMPQaAkO3AYCbB8Qdv0D97UdWt1f9uBSAAP3oO2p0XGo8RJmArwb7Ysb2q9iWorVYf6nQiIl/ZmLzmAAEubIDSUSNS462oiA6bzA1VAqZgH7BKvQLVuHl7kBGsRE7L5urpe9I0SLDzhUKbpSnk3Dsqt5qAN5VFBDmbg6nX6ukLke4h4hmbnLIZTwviexBCgiBoc9wKPaVn8FK0Gmh2LoOuikPOKllRA2f5OFtubAgDzAaIFy5DEGyjJuY6lFFdJNfoNXlkkIBQ++qzyxERPYX5CLDL6P8sehoHj6IKbC6jcYIPLo3B/vSdXi/jxfcFBx3J2osHFm5c52VILpMACaEMYjuDLoZ8yGeiIZQmF9uuWDQQ/3NB9AnxkF7z+OAUlXBHqimBEEwzyToKeKu1q4AgDydCf9m6nDwig6HrugQnaFDXgUzW97IJJlnO9mQVIy+QUrMj3THmObqhlXdU6eF+usPrK4ydO7Dzx5E5DTvv/8+Tp8+jd27d2Px4sXObg4A6xkrgPcBqfYFusgR6CLHkCbXlhlNEs7nG8zh9Gw9YrP0OJWtR1K+0eaH8GpDoUHCkUw9jmSWv4cZ7CJDhI/iuoC6iHZeCqhF/hxR4yN5+kA75QGov/vYYp3y1+9g6DfcXLCGakW9CaKrVCrcc889Vtft27cPCQkJGDNmDPz9/dG8eXMHt84s20pYikF0B1MoYezaD8au/aDVac2V0qNLKqVrrFeyuJEkl8MY0R2GXkNh6Nbf4ql0w7AJ0EiA+ruKwuifAQKgH8UwOlWNUi7gu2F+uGNbJv6xUvkpIc+ISX9m4rcx/vDl04xE1IhYq4SglAEuNk5ZRvVXgIscU1u5YmorV5gkCSey9Nh+sRDHU/NwRVLjYoGElCI7lyeoQJFBQmyOAbE5Bot1ChnQwt0cTA/zENHaU0SfICWifBWs1khUDbpx0y2C6ACg+GsDdLdOA1zdndAqoobP2owDgiRBKMiDLC3Z6mtMwfWsIroVhi79ATcPB7eGiG4kygS83N0LfYJUmPN3FrK11m/z/niuCMcydfhmqC/aeSsc3EoicjRHVu5MyDXguJUH0weFqBDownF5Z5A8faCd9gjUK96xul7x92bILp6D5tHXIfkHO7h1jZenUoYhTdQY0sQ8A69JkhCfa0D0FXM4fW+aFkn5Nx+v25+uw/70LLTylOORSHfc1doVrmL9v6+u3LTS6ucnSaWG9t4nWMWfiJzi2LFj+OCDD/DCCy+gffv2zm5OmZwKPvd5c2ZkcgK5TEBrLwVaeynKPYhaqDfhdI45nF5aPf1UtgFZFRRUc7S0YhPSirXYcfla4Uu5ALTyFBHpYw6ml4bUm7vLG9YDgERWGIbeBuPuzZBfKD87qqDTQvXDZ9A8+rqTWtbw1ZsguouLC5YsWWJ13dy5c5GQkICnnnqq1qbjqwprVTt9+KSe8yhVMHYbAGO3AeZQ+olocyj92D6LULokk5WEz4fA0H0A4O5V6a4Nt0yABpLVJ2gAQPXDZ4Agg37k7fZ6Nw2CcPUKZOdPQ/Lwhql1BCCvN7+Cap2LKODH4X6Y9Gem1Wl5YnMMmLz1Kn4Z7Q8vfvAiokYi10olHS+ljMHeRkomCOjsp0Q7NxOS3TMRGhoEtVqNYoOEpHwDzucbkJhnwPl8I87nGZCYb0BygRFGB5Qp0JuAc3kGnMszALg20BPoIsOwJirc0lSNoU1V8OcDZURVIjUNg6H7QIhH9pRbLhQXQvnHT9BNnuWklhE1bJKnt9XlQl4OZGmXrK6rVxXRK2irYcAoB7eEiCozopkaf48PxKxdWThUwdTVcTkGDNuUgY/7eeOOVq4ObiEROZIjK3euP299ht3J4ayG7kyGgaOhP3UYigPbra6XJ8XDdeEcaB55BcbIHg5uHQHmMbv23gq091bg3rZuMEkStqdo8enJAuxOtZwJ+EYJeUb8Z38u3vw3H7Pau2FOB7d6+/CH7FIiFL//YHWdbvJsPjBBRE6h1WrLHux7/PHHnd2cciqqiM6Cn1SXuClk6B6gRPcAZdkySZKQXmwqCaWXBtQNOJOrh9Yx9bMqZZSA+FwD4nMN2JB0bbm7KKCDT2lAXYEIXwUifRTw4c8cNSQyObT3PQHX1x+xWCUe/hvymIMwdurthIY1fEyB2pG1ThJ/WdcRShWM3QfC2H2gOZQeEw0x5gCg08LYvos5fG5tCupKGG6ZCK0kQfW99cFP1aolgCBAP2KyHd5A/SVcvQLx0G6I0TshT4gtWy55eMHQfRAMvQbD2L4LQ+kAPBQy/DzCH+P+yMTJLMsbbceu6jHtr6v4eYQfpx8mokbBWt+Kg090IxdRQAcfBTr4WFZD1JskJBcYSwLq5qB6Yr4RSSX/r2CM026uFJuwOqEYqxOKIQDo7KfA8KZqDGuqQs9AJRQyPlRBVBHduBkWQXQAUP7yHUwBITAMHOOEVhE1bJKHZUV0ABDyc6xX9BNkkAKbWHlF3WTs2BMmLx/IcrOvLQtvB2OU84paEJF1oe4ifh8TgIWHc7EsttDqNoUGCQ/+nY396Tq81cuLU04TNUCOrty54bzlrLqiANzWgkF0pxIEaB96AZJ/MJS/rbK+SUEe1O89C90dD0B/612sOO1kMkHAiGZqjGimRsxVHT49VYD1icUw3KRYRJbWhPeP5+OTE/mY2soV8yLdrY731VkmI1T/ex+C0TJ9ZgxvB/3Ixn2/mIic56233kJCQgJ27doFudz2B300Gk0ttMoso8D6A0uu0KMWD0v1gE6nK/d3XeQtA/r5Af38FADMfRaDSUJivhFxuUaczjEiLseA2BwjLhbWjerpBQYJhzL0Fg/+h7jI0N5bjghvOfoFKjAoWNGo72HWh/OPbqJpS8gGjIb6nz8sVim/+xjZC78AFEorL7QftVpdq/uvi5j8tKNsKxXRGZaqg5QqGHsMhLHHwBrvSj98EiBJUK38xOr60uWagbfW+Fj1iZCVAfHwbogHd0F+7qT1bfJzodi1CYpdm8yh9B6DYOg1FMZ2nRp1KN1bJcOGkX4YuyUT8bkGi/X703WYsSML/xvsA7GKHT+t3oQ6MisQEZFNcq2khL042wzZQCET0NJTREtPy76F0SThcpHxWgX1kirqpf8vvNndMRtJMD9UduyqHu/H5MNTIWBQiLla+rCmKrTwaLz9HyJrTC3bwxDZHeKpIxbrVCveA5RqGHoPdULLiBquiiuiZ1utiC4FBANiPQqGiAoUL1gM1TcfQnb5AkztOkF758ONegyCqC5TygUs6u2NvkEqzP8nG3l66/3z/50pxOEMHb4d6otwK/1+Iqqfalq509bAlDkgYjkePzhEARdJxyBUHaC57R4om7WE+zcfQKaxrF4vSCaofloOnItFwX1PQVI7fsYMBlYstXUDPunliuc7qrAiXoPvz2krvKaX0pmAlWeLsPJsEYaFKDC3vQsGBIl1fpZM9c5fyxXkKiXJZMib8TiMOj0A67O92APPP7KHxhiYauiio6OxZMkSPP/884iIiKjWPtLS0qDX187vr/PpIgDLIGDR1XQkFztguluq89LT053dBJu5AOgmAN18AJTU/Sg0AIlFMlzV296f0ZqA80UyJBQKOFckwyWN/XOIqcUmpBabsDNVj8/iNPASJQz3N2BMoBGdPEyN9jnP+nj+0TXyXiMRcWQPxOLyRS7kGanQrV2B9IHjau3YCoUCYWFhVdo2KioKycmWhYAAoH///vj9998tlmdkZODDDz/En3/+iZSUFLi6uqJ169aYNm0aZs+eXeV2njt3Dm+88Qb+/vtvFBUVoVWrVpg1axZmzZpVrc9fDWJkdtmyZVi2bJlT21BskKCxMr2Gj5JB9IautOJ5ZWF0vcEAtO7qyGY5nJCdaa58fmgX5PEnbHttfi4UOzdBsXMTTB7eMPYYBEPvklC6rH5Ov1cTAS5ybBzljzGbM3ChwPIXy67LWrT8Mc2mfQpwQc/4XHw8QI6I+lRBgogatRwrT9F4sW9FdiKXCQh1FxHqLmJQiKrcOkmScKXYZA6ml1ZRL62onmdAjq7mA6B5egm/XdTgt4vmu9mtPUX0DlKipYeIlp5yhHuICPcUec5To6abNBPy2H8hSOV/5gTJBNUXb0BSqWDs0s9JrSNqeCTPCiqi5+VASLcMopuCmtV2k+xOCmkOzYKPnd0MIrLB+DAXRPkqcN/OLMRYmUEQAGKy9Bi86Qo+G+DDysVEDURNK3faGpj6/sK1KobXG+RegOTkXJuPT7XEvzlUMxcgfO1SuGSmWt1E9e8/kC6cQ+Idj0DrH+LgBpoxsGLd/X7AHV7Ar+kiVl8WcVl78zGvHal67EjVo62bCTOa6jHC34i6OGGwIi8LHdb/z+q6K31G4jIUQAXhEnvj+UfVZUtgiuoHg8GAuXPnIjIyEk8++WS19xMcHGzHVpUnzysCYDkrTfsWTRCgroO/8MlhdDod0tPTERQUBKWydqsWO4q95ngq1Es4k2tAXK4RcTlGxOYYcDrHiCw73LsslWsQsC5NgXVpCoS6yTCphQqTw5Ro79UgYqY31RDPv8aqePJseKyyzHOG7NsC9chJMPnX3jXOFp6enpg7d67F8ubNm1ssi4mJweTJk5GTk4ORI0diwoQJKCgoQHx8PP74448qB9FPnz6NkSNHQqPRYOLEiQgJCcHWrVvxn//8B6dPn8Z7771n8/toHL8hHMBaNXQA8GFF9EZBP2IyIJmgWvWp1fXuq5fCf8wMIPQeB7esdgk5V83h8+hdkJ09YREQqQ5Zfg5kO3+FYuevMHn5wNBjMIw9Bze6UHoTNzl+Ge2PWzdn4HJRzcuZSxAQnWnA8N8ysKS/N25v6fhqIEREtsq18oHZm6FccgBBEBDkKkeQqxx9g1QW67O1JpzPM+B8aTj9uqB6enH1rtvn8gw4l2dZfc1PJTMH0z1FhHuYq7u39BAR7imHn0pW56tBEdWEqU1H6KbNherHpRbrBKMR6k8XQvPk2zBGdndC64gangorol9JgSw3y2K5KTi0lltERGQW7ili69gALIjOwddnLKvgAkCeTsI9O7LwSKQbXu3uBaWc/WSi+soelTttCUxJkoRdx3MAlP88r5IB0zsFw6Mupl4bs9BQFLX/DLJvP4Tq33+sbqK+mob237yNgvuegq7bAIc1jYGVqmkfDjxlkrD5kg7LTmtw9KrleNiN4gtlWBivwufJMsxuq8Y9rVV1p3iDJMFj2QrIdZZTJxj9QyC/62GEKmu/yjTPPyK6UUFBARISEgAAAQEBVrcZMWIEAGDlypUYN856ZdjarJRfYNRaXR7k4cLPdAQAUCqVnK3hBmo10M8D6HddjRBJkpBebEJsth6nsvU4laVHbLYBZ3L10FopqmuL5EITPoktxiexxYj0ETG1lStuD3dBM/eGHznl+dcADJ8I4/5tkCfGlVss6HXwXLscmiffclLDyvPy8sKCBQtuul1eXh6mT58OANi1axc6duxYbr3BcPPPVqWeeuop5OXlYe3atWX9gRdffBETJkzAl19+iTvuuAO9evWy4V0wiG43OTrrgRNvBtEbDf3IKYAkQfXDZ1bXh25ZhSKjFtLQ2yA1aeHg1lkhSZAlnoYYvdNcZbDAxqoekgQh56pdwucVkeVmQ7l9I7B9Y1ko3dBrKExtOzaKUHqYh4iNo/xx65ZMZGpqHkYHgCKDhNm7s3EkU4fXenhBIeMHOCKqmyRJstq/qjM3GKhR81HJ4BOgRLcAy5s6eToT9qZpsSNFi79SNDifX7MRnqtaE65mmHAow7KSm6dCQBsvc0X3YU3V6B2o5OAsNTj60VMBTTFUG762WCfo9VB//CKKn3kPprZRTmgdUQPj4gZJVEAwlL/myONPWt1cCq5/FdGJqP5SiwI+6ueDvkEqPLkvB4UG62OSS08V4tAVHf43xBehjeCmKFFDY6/KnbaEBY5l6pCYbzkGNaKZGgEeLOhSJ6nV0D/2X2DLGih/Wg5Bsvz+yTRF8PziDejGToduymyH3lNiYKVqprZ1wR1tPHHgig6fnizA5osa3OyOY2qxCW8cL8LHp4pxd1tXPBzhjjAP517v5Yd2Q3X8gNV1uln/gbqCB35rC88/IiqlUqlwzz3WCyXu27cPCQkJGDNmDPz9/a1WXHUEa/cBXUWB9zmIbCQIAoJd5Qh2lWNY02v9AINJQkKeoSSgbigJqOtxoaB69y5PZRuw8HAeFh7OQ78gJaa2csWEMBcW6aW6SyaD9t7H4fLaXIt8o3hsH+RH98HYtf7MvLxixQpcunQJS5YssQihA4AoVu2z0blz57Bv3z4MHDiwLIQOmD9LvPjiixg3bhy+/fZbBtGdhRXRCQD0o+4AJED1o/UwuuvWn4GtP8PYrCUMvYbA0GsIpBAHduolCbLzZyAe2gUxeidkmY6bnk0SBJjadoKhW3/I0pIhHv4bQn7Vw++loXTl9o0wefvB0GOQOZTepiMga7g/Z229Fdgwyh/jtmRYrQxcXUtPFeJYph7fDPVFoEvDD/UTUf1TaJBgtPJrz1vFwSeq2zyVMoxp7oIxzV0AAIl5BmxP0WB7ihZ7UrUVBmaqI08v4UimHkcy9fjoRAHcRQEDQ1S4pakKtzRVI9yTH/eoYdBPuBeCthjKzast1gk6DVw+fB7Fz38EU1hbJ7SOqAERBEie3hCyMsotll08Z3VzVkQnImeY2soVnf0UuH9nFuJyrFf5OZShx6Bfr2D5IF+MaMYgFlF9Yq/KnbbYcL7Y6vLJ4S413jfVIkGA/tZpMLVoA/Wy1yu836T8/QfIks5AM/dlwMPbsW2sQ2Snj0OMPQLorFeerYzk7glDn1sg1cK09YIgoG+QCn2DVEjINWBZbAFWnS1CsbWB4esUGCR8HluI5XGFGN/CBfM7uqOHlYIRta4wH6rvF1tdpe8/CsbIHg5uEBHRNS4uLliyZInVdXPnzkVCQgKeeuop9OzZ08EtuybHSs7KW8n7gET2IsoEtPNWoJ23ApPCry3P15sQl22uml5aQf1Utt6mTNK+dB32pevwzIEcDApRoYufAhE+CkT6KtDaU4TIophUR5jC28MwdDwUO36xWKf69kNoAkJgahZu5ZWOo9PpsGrVKqSlpcHDwwPdunVDjx6WnyXWr18PQRAwfvx4nD17Fjt27IBGo0GbNm0wfPjwKs+M9M8/5tnFhg0bZrGub9++cHNzw969e21+H0wm2ElFQXRvVu1sdPSj7wAgWZ0+vpT8UiLklxKhWv8/GENbwdBzMAy9h0KqjZu4kgRZUjzE6NLweZr9j1HRoQUBpjZR5tB9z8GQvP3K1mnveRzy08cgRu+GeHg3hIK8Ku9XlnMVyr82QPnXBpi8/WHoOQiGXkNgat0wQ+lRvgqsG+mPO7ddxdUKftdUx750HQb/egXfDfVDz0BO00dEdUtFH3RZEZ3qm5aeIlp6uuPBDu7QGSUcuKLDjhQN/krR4mSWZZXzmigwSNiSrMGWZA2AXIR7yDG8qRrDmqowMEQFd04nTvWVIEA39SEImmKrA0VCcSFc3nsaxQsWO32wiKi+kzy8gRuC6NYqTAKAiRXRichJ2nkr8Ne4APxnfw5WJ1gPkGZrJdyx7Sr+08kdC7p68gYoUT3h6MqdkiRhfZLl7xFXUcCoUD7IUh8YI7uj6LXlUC95BfLzZ6xuI546AteFD0Hz6OswhbdzcAudTK+D6vtPoNj9W412o9z4LbQzn4ah/0g7NcxSKy8R7/f1xgtdPbDidCG+PF2IK8WV3xMzScDGpGJsTCpGn0Al5nV0x62hasgddN1XrV0OWW6WxXLJwwvau+Y6pA1ERPWZtYrozFgR1T4PhQy9AlXoFagqW2Y0SdibrsPPiUX4Jam4yqF0vQnYnqLF9pRrDzwqZeaim5E+IiJ9zAH1CB8FQlxlEASOz5DjaW+fDfHQLosHmGXZmXD57zxo5r4EYxfnVUZPT0/HvHnzyi3r1q0bVqxYgfBw831PnU6H2NhY+Pv7Y/ny5Vi0aBFMpmvX0bCwMKxatQqRkZE3PV5pAYCWLVtarJPL5WjRogVOnz4Ng8FQ5SrrAIPodlNxRXT+Am2M9KOnApIE1eplN91WnpwAeXKCOZTevBUMvYbC0HNIzaa4liTILpwtCZ/vgizjcvX3VQ3GtlHm99FjECQff+sbyUUYI3vAGNnjulD6TohH9tgYSs+Ectt6KLetN4fSew2GoecQmFpHNqhQeo8AJfZPCsTvFzRIK7Ztmpxz2Vqsu6Czui61yIRbt2Tgnd7emNnOlZ0+IqozrFVBABhEp/pNKRcwKESFQSEqvNoDSC8yYsdlLbanaHAkQ4eLBUarMwFU1/l8I74suXGnkAF9ApW4pSSYHuGjYBiH6hdBgPaexwGtBoq9f1quLsiD+t3/oPjFTyAFMRxLVF1SFaeNlxQKSL6BtdsYIqJKuClkWDbQB/2CVXj2QA40FQyXfRBTgINXdPhqsC+CXTkrIFFd5+jKnYcz9Ei2Mi39mFA13Pgwd70h+QWh+IVPoPp+MRR/b7a6jexqOlzenA/tvU/CMOhWB7fQOYSrV0oC+qdrvi+9Durlb0GXGAfdXY8AosIOLbTOVy3HM1088WhHD6xNLMJnpwpwuoJZUK534IoOB3ZkoaWHHI9EumN6G1e4irX3cyw7EwPFzk1W12mnz2/UFfiJiKrKWtDVS8U+GJEzyGXX7mG+18cb2y5psDaxCH8ka6C1LaIEnQk4maUvKch17cFfH5VQFkrvWPJ3Bx+RhbSo9rl7Qjv1YahXvGOxStAUQf3xi9BNfQj6MXcCDs7NzZgxA3379kVERATc3Nxw7tw5fPbZZ1izZg3Gjx+Pffv2wcPDA9nZ2TAajcjKysK7776L1157DdOmTYNer8fXX3+N999/H9OmTcOhQ4egVlf+YH1enjmX6eXlZXW9h4cHTCYTCgoK4O3tXeX3wiB6JQwmCfoqFh/O1FRQEZ2dpEZLP+ZOcxh9zedVfo38YgLkFxOg+vkrGJu3Nge5Paz/0FdElpkO8dAuyK44OHzepqO58nmPwZB8rU+ZWSFRhLFjDxg79oD23ichjzt6LZRemF/l3chyMqHcug7Kretg8vGHoecQGPqPhCmsrY3vpm4KdJFjZns3m1+n0WgQpbyMtxNVVm/K6U3AU/tzcDhDhw/6esNFFCCkJUOeEAdorVeVqtdULjC2jmBAiaiOy7VSBQFgJQRqWIJc5birtSvuau0KANCbJFwqMOJ8vgGJeQYk5huQmGdEUr4B5/MNNg/0XE9vAvak6bAnTYdXjwAKGdDcXY6WHiLCPUWEe4gl1dvlaO4uQiVnSJ3qIJkM2tnPQNAWQzz8t+Xq3Cy4vFMSRvcLckIDieo/ycOnStuZgpo1qIe/iah+EgQB97Z1Q1d/Je7feRUJedY7zP+k6TDo1yv4arAvBoWorG5DRI3TuvNFVpdPCndxcEuoxpQqaGc/C2OrCKi+XwzBYDkLnaDXQ73iXegT46Cd8SigaLgzxcpj/4V66WsWFf9qSvnXBsiTzkIz/9WKC1HZiVoUcE9bN9zdxhXbU7T49FQBdl3W3vR1iflGPH0gF28ezcPsdu54sIMbguz9MJpeB/XX71tdZYjqCUPf4fY9HhGRnS1btgzLlt28qGJtY0V0orpJJRcwroULxrVwQa7OhN8uFGNtYjH+TtXCVIOCWtlaCXvTdNibVr6QZgt3OSJ9zcH0SB8RET4KtPIUWVCL7MowYBQMe/+EePqYxTqhJN8pSzkP7f3/cehnxeeff77c/zt16oQvvvgCALBmzRp8++23mD9/fln1c6PRiAcffBCPPvpo2WtefPFFnDt3Dhs2bMAvv/yCO++802Htvx6D6Ncp0JuwP12H3Ze12J2qxalsfY1+gQKAD4PojZr+1mkwto6AfNMqKE4dgcx48yf2S8kvnoP84rlabN01ktoFxnadAaVtN2IkhRKm8HbmwLy9KqGJIoxRPWGM6gntfU9BHnsE4qHdtofSszOh3PozlFt/hr7/KGhnzAfcPOzTxnpobJAR/Vt6YfbeAly0UuEFAA7FJOCn/YcxK+cQXFISHNxCxzO2aGN+WKHXYIbSieoga4NPAOCl5AdOargUMsEcCvcUMaxp+XUmScLlQiPO518LqsflGLAvTYt8ve0fWvQmICHPaA7rpJS/iScTgKZu5pB6S085wkvC6p39FGjuzo+Q5GRyEZq5L0O9+CWIMQctVsuupsPlnadQ/MInkLz9nNBAovqtyhXRg0NrtyFERDaI8lVg522BeGxvDjYmWS+qcKXYhAl/ZGJEMxVmtHHD6FA1H74kauSMJgkbz1v+zvBUCBjetPLqYVR3GYaMgym0FdSfvgJZVobVbRQ7N0F28Rw0819reLP8SBIUW9ZA+dNyCFIVq63ZSH7uJFwWzoFm3qswtetUK8e4niAIGN5MjeHN1DiRpcdnJ/Pxc2IxDDcZDsvWSng/Jh+fnMzH1FaumBfpjg4+9qnkrvxtFWSpFy2WS0o1tPc95fAqikRE9VWuldmReR+QqG7xUsowo40bZrRxQ1qREevPF+PnxCL8m2n54Gd1XSgw4kKBEZsvasqWqeRAOy8FInxERPooEOGrQKSPAkEuMgjsa1F1yGTQPPoaXD5+EfKzJ61uovjnT8jSLkHz2H8hefk6uIHlzZw5E2vWrMHBgwcxf/58eHp6lq0bM2aMxfZjxozBhg0bcPTo0ZsG0Uv3lZtr/cHl/Px8CIIAd3d3m9rcqFMEepOEwxnXgueHM3RVroBeFaIAuIv85dfYmdp2QtG8trh89gzCM5PhcvQfyE8ehmBDKL02SCo1DF36wdBrKIydetkcQncIUYSxU28YO/WG9r4nIT/1L8RDu8yh9KKCKu9GsfdPyE8dgXbW0zB27lOLDa7bonxF7LotAA/+nY3tJYGzVkVpuCPjIG7POIiuBRec3ELHkl84C/mFs1D9/CWMLdrC0HsIDD2HQAps4uymERGsT8cHcLYZarxkgoBm7iKauYsYeF0VR71JQvQVHXakaPBXihbHr9Z84MckAckFRiQXGLE7tfy6AcFKPNjBHbc2V0PBSgTkLKICmkdfh/qD56xWLpClp0D97n9Q/MJiwN22GaaIGjvJ04aK6EREdYinUoavh/igX5wSLx7KtTrOLwHYekmLrZe08FXJcEdLF8xo44pOfg23Ii5RQ2Lvyp37r+iQVmz5y+LW5mqoeW+vXjO16oDi15ZDtfR1iHFHrW4jT4iDy8KHoH3kFRg7dHVwC2tJcRFUK96F4tCuWj+UeUayJ6G7ax70wyc5LHgd5avA54N88Up3I5bHFeDrM4UVjiOX0pmAlWeLsPJsEYY3VWF+R3cMDlFVO8AkpCRBsWmV9WNNngkpIKRa+yUiamyMJgl5Vors8D4gUd0V7CrHI5HueCTSHedy9VibWIzdl82FfqtTNKsyWiMQk6VHTJYewLUHiH1VsrJwemkV9Q7eItwU/N1BVeDuheLnPoTqmw+h+OcPq5vIz52Cy6sPQ/PEmzC1aOPgBl7j52cutlVUZJ7Jzc3NDU2aNMHly5fh5WV577N0mUajsVh3o1atWgEAEhMTLdYZjUZcuHABLVq0gCjaFi1vdEH0Mzl6bLukwe7LWuxL16HwZo9L14C3ik/h0DVGtSu0fYdDGDoOKMyHeHQvxOhdkJ88BMFovUK1vUlKNQxd+5aEz3vXzfB5RUQFjJ17w9i5N7T3PwX5qSMQo3dC/PcfCEWFN325LCcTLh8+D/3AMdDe9UijrY7uq5bj504a/HN+K4Ji/ka3giRnN6lOkF+Ih/xCPFQ/LYcxrC0MvYbC0GsIBwyJnCi3woro/BBJdD2FTED/YBX6B6vwcncgo9iInZe1+CtFg50pWmRo7Fv96p80Hf5Jy0KIqwz3t3PDfW3dEGzv6Y2JqkKpguaJt+Dy3tOQJ8RarJanJMHlvWdQ/NyHgKttT+wTNWZVrYhuYkV0IqqDBEHAnAh39AhQ4r5dWUiuYFZAAMjSmvBFXCG+iCtElK8CM9q44o6WLvBTs29L1BiYJAmrzxVZXXd7S1cHt4Zqg+TpA80z70G59ksot6yxuo0sLxvqd/8D3Z0PQz/qjnpdxVpIvQiXT16G7HLFBYdMIaHQzH8dpibNq7xf8eBOqP73HgSd1mKdYDRCtfITyBJioZ35NKBy3EwCTdzkeLWHF57u7IGVZ4uw7FQBLlRy3S/1V4oWf6Vo0dFXgdnt3NAvWIk2XiJkVf3em0xQf/2+1WJjxhZtoR95u61vhYio0aroPqA37wMS1QutvRRY0FWBBV0BSZJwscCI2Gw9YrMNOJWtR2y2HmdzDTDaOZaZpTWV3KvUlS0TAIR5yBFREk6P9DFXUm/pIULOolp0I4US2geeg6lZOJRrPocgWZ6ksqwrcHnjUWgeegHGHoOc0Ejg8OHDAIDmza99fhs4cCDWrFmDM2fOoEuXLuW2P3PmjMX2Fenfvz8AYMeOHXjyySfLrdu/fz8KCwsxceJEm9ss5OTk1F4Suw7quS4dZ/McU4l6dKgaq4dzKnAyP22SnJyM0NBQqNU3DMQU5kP89x9zKP3UYbuH0iWlGoYufWHoNcQcPnfgQJBD6HUlofRd5lB68c1D6SYff2hnPWP+ejQCGo0G6TH/IuzyOaj//QfyC/HOblK9YQxvD0OvITD0HGxTKD25wIBtl7QQAIwMVaOpG29iEtnq7aN5ePtYvsXyhLuCGQxo5CrtV1E5JknCiSw9dqSYg+kH03U3nbbYVqIAjA9zwQPt3dA3SNkoHsTlOVjHFObD5e0nIb94zupqY5uOKH7mPUDl4uCGEdVP8uMH4PLh8zfdrujFJTC1jXJAi6g28ZpGzlab52C21oS5e7LxR/LNqwCVUsiAMaFqzGjjhluaqiDyZiVRg5GrM+FIhg7RV8x/DmforFbg9FEJiJ8WwhnAGhjx4E6oVrwDQVvxNUHfeyi0s54B1NV/EMFZfSv5kT1QL18EQWP94QoAMHQfCM2DzwMubjbvX3YxAeolL0N25XKF2xhDW0Hz6OuQgpravH97MJgk/H5RgyUn83E4w7bZAr2VAnoFKtEzQIlegSp0D1DAvYKKmuKOX6D+9iOL5ZIgQ/Grn8MU1rZa7bcH9u2JqL5JzDOg27p0i+Vv9/bCwxEsLNLY8brWMGiNEuJzDTiVpS8JqetxKluP1CL7FtGqiFoOtPc2V02P8BHRsaSCeqBL5VkDnn+Nh/z4AaiXvl7pZynt5FnQj7+nVh5cjo+PR7NmzeDq6mqx/LbbbkN6ejp+//33suD4wYMHMWrUKHTo0AFbtmyBt7c3ACA9PR1Dhw5FWloaoqOj0bp163L7AoC2bct/Vrn11luxb98+rF27FiNGjAAA6HQ6TJgwAfv378eff/6J3r1ty1UyiF5LPBUC1o/yR48ATutJNlykCvKuhdJjj1Q7lC4pVTB0Lgmfd+7deEIXeh3kJw+bQ+lH/q50UBEA9INuNVdHb8AVEuVxRyGu+QKK86ed3ZR6T3J1v2nHwiQBGqMEbcljnRkKT+z07YjiHkMwYVRPBLrxmkBUVQsO5mBZrOXDRZn3NWEYoJHjh//qy9eb8E+qFqeyDUjMM+B8vgHn8wxWpyKvjggfEQ+2d8cdrVwqvGHXEPAcrIPycuC66PEKK78ZIrtD88Rb9WtGKGoQPv74Y7z66qsAgG3btqFnz57ObVAVyM6fhuurD990u4IlG4EqVk+nuovXNHK22j4HJUnCkpMFePNoHrQ2DrMGu8hwZytXzGjjirbeCru3jYhqV1K+HvvSrgXP43IMqMrN0PvaumJxf59abx85nuzSeag/eRmy9EsVbmNsGgbNY29ACm5WrWM4vG9lMkK5/msoN62scBNJkEE3ZTb0Y6fXLDhRmA/1F29CPH6g4mO5ukPz8Eswdu5T/ePUkCRJOHhFh09PFuD3i5oq/dzfSCYAkT4K9ApUmv8EKBHmIYcsOxOuL9xvtSCWbvRU6O56pOZvoAbYtyei+uZopg5DN2VYLP98oA+mteYMNY0dr2sNW5bGiNic8gH12GwDCu1dTasC/mpZWdX0CB9zBfX2PiJcRfO9TZ5/jYuQkgSXj16ALKPiB2/1vYdB+8Bzdr/PuGjRIixduhT9+vVDaGgoXF1dce7cOWzbtg16vR5PPfUUXnnllXKvefHFF/HZZ5+hWbNmGD16NPR6PTZv3oyMjAy88soreOqpp8ptXxpWz8nJKbc8Li4Oo0aNgkajwaRJkxAcHIytW7ciLi4ODz74IN577z2b3w+D6BXwVgoYGKJCGy8Rtn4sD3KRY1SoGi08xOo1khqcal2ktBoI2ZmArcMkggySXyAgNu4bJMLVK1D97z2IJw9Vup3JN9BcHT2q7gcCbKIpgvKn5VBu32jzS/WCHNt9IrE2oA8OeLaBqWRwMthFhgc6uOO2Fur6O32NyQT52ZPXHvYwOeZJSwBIVXojsUN/tBk5Aq4RnQBZww3oEdnD3D3Z+PGGKZLdRQGX7mnipBZRXcEP//ZXoDchKd+IxDwDkvLNIfXEfCPO5xtwqcBo8007T4WAu1q74oEObmjj1fD6pDwH6yYhKwMubz1e4UCRoWt/aOa/Boj8nE6OERsbi6FDh0IURRQWFtabILpwNR1uT91Z6TaSqzsKl26qlQog5Fi8ppGzOeocvFxoxA/nivDD2UIk5tte+KNngAIz2rhhUrgLvDhNPFG9UN2iVL+M8sfgJnyAtcEqKoD6y0UQ/91b4SaSixs0D70IY9d+Nu/eoX2rglyol71R6T0wyd0TmrmvwNixh32OaTJB8ct3UP7yrdXp6wFAEgToJt5vrhjo5HsgiXkGLDtVgFXnilBUw1BTgFqGdbEfo9/FgxbrTP7BKHrra6cXBWPfvu4rMpjwb6YeRzN0yNE57v5koIscPQOUiPJTcMYPqlN2pmgwaetVi+Wrh/tidGgjKbRIFeJ1rfExSRIuFhjLwumnsg2IzdbjXJ4BJgckWwUALT3liPBRoJ2HAB99DkIC/KBQVr3YpAAgxFWO9t4i3BpwwS57kyQJlwqNiM811LjfXl3KojwMWP0mgpJiKtzmapM22DP9FRR7+t90f24iMKzpza9l//zzD1asWIGYmBhkZGSgqKgIfn5+6N69Ox544AEMGzbM6utWrVqFr776CmfOnIEgCOjUqRMeeeQR3HbbbRbbVhREB4CzZ8/ijTfewN9//42ioiK0atUKs2bNwuzZs6s1CzqD6CVc5AL6BikxuIkKg0NUiPJV1N+gJdU57CQ5iSRB3P07VD8urXQaDQDQDx4H7V1zqzUtYV0jO30M6q/egSwjtcqvkWQynG/eBYvU3bHRrweyFRVXiW/tKeKFrh6YGO4CWX0OHuTnQDxSMgNB3L8ODaXnuftC7D0E6DMUptaRTh+QJaqLpm+/is0Xy89s0cxNjpNTg53UIqor2K9yLK1RQlK+AX+laLEirsDm4M7gEBX6BCnR0lNESw8R4Z5y+Klk1frwWlfwHKy7hIxUuLz1GGRZlpV0gJKKBQ+/CMgqn3aRqKb0ej2GDx8OhUKBli1b4qeffqo3QXTotHB/cFSlmxhbdkDxwmUOahDVJl7TyNkcfQ5KkoT96TqsOleEjeeLba605SIXcFuYGjNau2FgiLJ+j4sRNXDVCaJ39Vfgr7EBvDfY0JlMUPy2Csr1/6swTA0AuvH3QDfhXpsevtRotEi+lIzQZqFQq2vvgQbZxQSoP10IWWZahdsYW7SF5rHXIfnbfyxVfmw/1F+8CaGooMJtDF36QjPnBcDNw+7Ht1W21oT/nS7E8rgCpFdzVsDxGYex/tRHVtcVP/0ujFG9atJEu2Dfvm6RSsJ0hzJ0OHhFh0NXdDiRpYfRickctRzo6q9E70AlegaYK/4HuHCMjJxnw/kizNyVbbF8y63+6BvEBwMbO17XqFSxQcKZnPLh9NhsfbX7dY4gAAj3MIfaI30VJVXXRYR7iI3+82auzoS4bD1OlVTBjy35d57O+fFl0WTA4rPf4qHUHRVuc1npjckdn8Jhz1aV7quNp4hDtwfZu4l1XqMNossFoLu/EoNKgue9ApVQyRv3DzvVHnaSnEvITDNXRz91pNLtTH5B0M5+BsZIO1WHcDRtMZRrv4Ry2/oqbS7JZDBGdIeh1xAYug8A3L3wd6oWs3ZlIVNz805blK8CL3fzxIhmqnodJgNwXSh9J+SxRyFIjuu0mnz8Yeg5GIZeQ2FqFcFQOlGJsVsysDdNV25ZhI+IfRMbX4edymO/ynlMkoSdl7X4Mq4QfyZXb3pjwFwxPdzTPODS0lOOMA+xLKge7Cqr84EenoN1m5B60VwZPc/yJgYA6AfdCu3Mp9nnolq1aNEifPzxx9i9ezcWL16MH3/8sf4E0QG4PTQGgqa4wvX6fiOgfehFB7aIaguvaeRszjwHC/Qm/JJUjFVni7AvXXfzF9ygubscd7V2xfTWrpwZlagOsjWIPrypCu/18Ua4J3+eGwv5iWiol/0XQmG+s5tid/oBo6G970m7Txt/PSE9BepPXob8UmKF25iCmkLz6H9hCm1Za+2whdYoYW1iEb6ILcSJLH2VX+elL0TMoefQVGc5zvBX2EAUznkRw5o4/z4Z+/bOpTVKOH71Wug8+ooOaXU4IFeqpYccPQOV6B2oQv9gJdp5N7zZLanu+vp0IZ7cn2OxfP/EQHTw4bnY2PG6RjdzVWPEqWxDWQX12Gw94nKcV1G7KlzkAtr7iIjwMYfTO5b8uyE+GKY3STibe+3BgVNZ5gcJLhXaPlOhQ0kS5l7eho/Ofg8R1vtyxTIFHmg3B2uCKp5Fi0H0RuKD43mI9FWgX5AKnpxGkxyEnaQ6QJIg7toE1eplld5QBwD9wDEwNQ2zbfcqNUytO5oH1Jww2CQ7EwP1V29DduVypdtJMhmMHbpdC597eFtsc6nAgEf35mDnZW2Vjt03SImXu3miX3DDeDJZyMuG/MiekkrpxxwbSvcNgKHHIEi+gba9UBBg8g+BMbI74OJaO40jcrD+G9NxKrv8DcN+QUpsvjXASS2iuoL9qrrhQr4BX58pxHfxRcjS2u9aqZYD4R4iuvorMaypCkObqOCnrlsDMDwH6z7ZxQS4vP1EhYEC3YjboZsx3yn9dmr4jh07huHDh+OFF17AU089hblz59a7ILrr09Mhy6j4s6V28izoJ9zrwBZRbeE1jZytrpyDiXkG/HC2CD+eK0JKke03xAYGKzGjjRvGh6nhKvKeA1FdUFkQ3UUuoFuAAr1KqsH2DFTCv4597iTHEDJSzWHqi+ec3RS7kOQitHc/CsPQ8Y75vKsthurrD6DY/1fFbVKqoZ31DAx9b6n99tjgSrER0SVh4UMZOvybqYPWShegbdFl/HzyI0QUWX4+yhTd0bHXe8hUeiLCR8S8SHdMaenqtMJ3daVf1VikFRnLhc6PXdVBV/dz55VqrIEpcp6PYvLx2pE8i+VxdwYjxJV9s8aO1zWqDpMkISnfWFJtW18SUjcgMd8AUx1Ox7qKAhraaJLGKKEOPxNwU7dkncTq2MXwMRRVuM2bLSbi1bDbIQmW373G2q9qdEF0ImdgJ6nuEDJSzdXRY/+tlf2bQkJh6DnEXN26WXjtD/ZpNVD+/BUU29ZVOo2kSVSiePw9kIbeBnh6V2nXuy9r8PqRPBzJrFpliOFNVXipmye6+CurtH19UBpKl50/g+QcDU5c1SNPf/PLpgCgjYsBHS/HwF1XWPsNLSEplDB27mN+0KBzH0DNUDrVXx1/SrN4InZMqBo/DvdzUouormC/qm7RGCRsSCrGV3EFVe4z2EKAeXr0W5qqcUtTFXoEKCE6edo6noP1gywhDi7vPlXhQ6i62+6GbsoDDm4VNXRarRZDhgyBWq3GX3/9BblcblMQXaPROKillfN6+wkozp+ucH3eAwug6znYgS2i2qLT6ZCeno6goCAolQ3nszzVH3XtHDSaJOxJ12N1ohZbLulg6/OW7qKACS2UuDNchRbutgUnBAA+KgGKRj5Fc3WwT07WXB9ED3WXl4XOewcqEemr4M8aXaPTQvXNh1Ds/dPZLakRk48/NPNfg6l1pGMPLElQbFsP5eqlEIwVP8ylG3UHdFMfAsS6OeuAzijhRJa+XLC4+4WD+Ob0MngarX9Ou7/9w1gZPLDcsiAXGeZ0cMes9m7wUTk2TsTxqtqjN0k4VXp+ZJirnicX1PFqntXQWANT5DwLD+Vi8ckCi+Wp9zSBi8i+WmPH6xrZU7FBwpkcPU5ml1ZPN1dSz9DU86fIqFa1KUrFhhMfoH1xaoXbrPfvifs7PIwiefnfU421X8UgOpEDsJNUx5hMEHf+CtWazyFoa+9GvymkOQy9hsLQa4g5lG5nsvgTUH/1DmTplyrdTt86EmdH3oXAzj1sPv8kScLvFzV48988xOVUbSrTCWFqzOngjp4BSiidVPnhRpIkISHPgL1pOpunepEAbE3WIKaKUzWOCVXjxW6e6OirAAx6XDhwEJe3b0fPCwfhbaz4aTl7k5QqGDv1Np+DXfoAKheHHZvIHkJXXkb+DQ9+TGvlgs8H+TqpRVRXsF9Vdx3N1OHLuEKsO19ktYqUPXgqBQwJUeGWpmoMa6pCqLvjb2DyHKw/ZKePw+WDZyHorM/0o53yAPS33e3gVlFDtnDhQixbtgy7du1CREQEANgURE9KSoJeb/+HemwV/tOn8I4/XuH607NfQnFICwe2iIjI8fIMwNYMEZvS5YgtcEw1PlGQ0NJVQjs3E9q6m9DOzYQ2biY4octbbygUCoSFhTm7GVQHfRSTj5aeInoFKllRk25OkiDu+AWqVUsqDVPXVcb2naF5ZCEkL+eNm8rOxED92ULIcrMr3MbYrjM085zbzioxGaFc/zWUm1ZWuMlfPh0xutPzFRajchUFzGjtikci3RHu6ZgLOcer7OeqxlhWLf/gFR3+zdCj2NjwIzWNNTBFzvPE3mx8E1/+3rlKDqTf29RJLaK6hNc1coSMYqO5cnq2oayK+ulsQ6O47lPVeOkL8WPsEozMPlHhNsfcmmNS1H+QrPYvW9ZY+1UMohM5ADtJdZOQkQrVV+9APH2s1o9latIChl5DoO81FFLTsJrtTKeFct0KKP5cW2kVdEmhhO6OB5E/8FYkp1yu0flnNElYm1iMRUfzcKGKT/m7igL6BSkxOESFQU1UiPJVQOaI6SBLpBUZsTtVi92Xtfg7VWtzAN1WA4KVeKW7J3oFqqyuP5BSgK1b/kFk/F5MyDzi+FB65z7Q9xoKY+feDKVTnWcwSfD/1nK604cj3PB2b2/HN4jqFPar6r4sjRErzxZh3flinMnRQ1OLl+C2XiJuaWoOpvcPVjmkUgrPQcfTmyTkVWN+YwGA35nDcF38IgSj9YcqtTMehX7k7TVsIREQHR2N0aNH4/nnn8ezzz5btrw+VkR3//5jqP/5o8L1Vxevh8TZlxqEulaNmhqf+nIOxuUYsDpRi3VJWmRqHX87Jcxdho4+Ijr6yNHRR0SUj4hAtQDBgeNsdRn75ERkL7KzJ6H+dCFkOVed3ZQqq0uVxoXsTKg/XQj5uVMVbmPy9ofmUSdUbq+qglyol70B8eShCjdJV3qhb7fXcFEdcNPdCQBuba5GpK/CpmYIAJq6ydErUIm2XmKV7q1xvKp6jCYJp3MMZaHz6CtaJOTZfzAzyEWGXoHm2Tl6BSgR4auA6IC+nNYo4fjV0vdmDtfn6qz3ZxtrYIoc70yOHmsTivFNfCEyb6hGHOQiw5lpIU5qGdUlvK6RsxhNEs5cLcLJC2kIDAy0abxKY5RwJsdQEm7X43SOAUUGxnIr08xNjkgfERE+CkT4KNDETY66NtolGI1o+/tytNi7scJttO7eOHbPK8gNM3/OUcuAbhVkxxoyBtGJHICdpDrMZIJi+0Yof1oOQeeYm/7GpmEw9BwCQ++hkJrYVkVOdu4U1F++DVlacuXHaN0RmgefgxQcatfzT2eU8P3ZQrx3LB9pxbaFgXxVMgwKUWFwiAqDm6gQ7iG36w2zHK0J/6RpsTtVi78va3Emt2oV3Guqm78Cr3T3xOAQ1U3fjyRJ2J6ixaLoqwhO+Be3Z0RjQuZheBmLHdJWAJCUahi69IWh12AYO/UBVPydRDXzxL5sqOUCWnqIaOkpItxDRHMPeY2mOM7WmhD+g+UUR8918cCCrp41aS41AOxX1S8mSUJqkQmJeQaczzfgfJ4BifkGnM8z4ny+wWLmg5pQyYH+QSoMa6rC8GZqtPMSayWcw3OwdhQZTEjKN153rhhLzhUDkguNMFXzVFHKgNn5/+Ljwx9BLlnvv2pmPwvDoFtr0Hpq7AwGA3r37g1XV1fs2LEDCsW1kIEtQfS6QvnzVxVW/zN5+6Fo8ToHt4hqC69p5Gz17RzUmyRsTdZg1bkibE3WwJn3EgPUMnTyU6CznwJjm7ugm7+iTgTTJUlCWrEJMVfNN101RgktPURE+SrQ1lus0VgBEZFDFBVAsW8bhKvpNr/UYDAgPz8fHh4eEGs5GC4p1TBG9ax7gW6DHsofPoNy+8YKN5HkIrQzHoVh2PgKK4o7gywpHuolr0CWmVbhNsYWbXDlodfw1VUPLI8rQGqR7Q/N28pLKaBngLIsxNw9QAkPhcxiu/rWr3KWXJ0JRzKuBbOPZOiQZ8fxSQCQC0BHXwV6BSrRO1CJngFKNHe37z3R6jJJEuJzDYguef/RV3SIL7mfyiA61aaUQiPWJxbhp8RinKhkFvK2XiKiJ/M8JF7XyLnsdf6ZJAlJ+UacytbjVJa54npstgEJeQY0trCup0JAhI8Ckb4KRJQEzzt4K+CtsuzX1lXirt+g+u6jCmfRkkQFtDP/A8OA0Q5uWd3BIDqRA7CTVPcJ6SlQfb8Y4olohx5XEhWw5XEu4SbTtEsKBXS3PwD9qCmAzDzlaG2cf0UGE76MK8RHMfnIqeDJ+Ztp5ibH4CYqDAlRYVCICkE2TpGqMUg4eEVbVvX86FV9tQNK1dHeW8SL3Twxrrna5sEjkyTh1yQN3jyahwvZxRiZdQJTMg7gtsx/HR9K79oXhl5DYezUG1A2vifyqOZ6rkvH2bzyD37IBSDUXY7wsnD6tX+HeYg3rVh8Ps+Arussb/Ys6uWFuZHudm0/1T/sVzUckiQhU1MaUjeHjhPzDDh0RVflGVgq09RVXhZKHxyisttgBs/B6svVmXC+JGieWPIwQmnwvLZv3t6Vvhffxi2DzMrwngkCVgx/Cpldh6Clh4hAF3mt3gtXyYAov7pb9ZVsl5OTg7CwsCptu3LlSowbN652G1RDiq0/Q7XqU6vrjO07o3jBYge3iGoLr2nkbPX5HMwoNmJNQhF+OFuE2BzHFEOoTAdvEdNbu+LO1q4IdLFtjK26jCYJCXkGnMjSI+aq3vx3lt6iqmEplRyI8FEgyleBTr7mvyN9FXC3EqYjIqqP6vN1zd7Ef/6E6psPIOh1FW6jHzAa2vuerBP3JcR//oDqmw9taq/OKGHd+WJ8ejIfp7Id1xeQCebraa/rwunhHnJotVqefzeQJHNfpawa+BUd4nLsH/zyUQnoFagqC51381fArR71b7K1Jhy6okNCnoH3X8iucrQm/HqhGD8lFGFvmq5KP3vDm6rw80j/Wm8b1X3sV5Ez1fb5V2Qw4UyOwVw1PduAPH3tP9zoaDIAzT1ERPiIiPRRoJlb3Xgor6Zkp4/BZckrEAryKtxGd+s06O54sCyz15gwiE7kAOwk1SNFBRA0Rba9RpIgjz8JMXon5CcO3jQsXluMrTpA88DzFlXWa/P8y9Ga8OmpAiw7VYDCRjKlTHN3ORZ09cTUli6Q17CKk8EkYXVCEd4+mo9LhUYIkgnBulzIKqjWWZFAfR4mZRzClIyDaFtccbWOyhiVahi79oOx11AYO/WqE4O/VD9YC6LfTBNXGcI9RbT0EMv+DvOQo6WnCE+lDMcydRiyKcPidUsHeGN6Gzd7NZ3qKfarGj5JkpCYZ8RfKRrsSNFgT5quxlPXyQSgh78StzRT4ZamanT1U1T7Os5zsGKSJOGq9rqHC/IM5YLnV7XOHUybfXkHvohfYXWdXpDjjsjH8Zt/91pvBytMNTzFxcV49tlnra7bt28fEhISMGbMGPj7++PBBx9Ep06dHNxC24j7t0P9+X+trtMPHgftrKcd3CKqLbymkbM1hHNQkiQcu6rHyrNF+DmxCLnVLNhgL3IBGNFMjRltXDGqmRpKuX1u8hUbJMRlm4Pm5uC5Dqeyaz7FtACglaeITn4lAfWSv72VVQ9v2fIeN23ahBUrVuD48eMoKipCUFAQevbsiddeew3NmjWDXq/H5s2bsWXLFvz7779ISUmBIAho164dpk+fjvvvvx9yeeO7kUhEVdMQrmv2JLtwFupPXr5JhfG20Dz6GqSAEAe27DoGPVSrPoVixy8VbiLJRWjvfhSGodYruEuShN2pWnx6sgB/pWhrs7UV8lfL0N1PjqayIvh6edpUkV+UCWjrJaJXoBLBNhaMqk0phUYcuqLDuTwDDDZWoTKYgBPZehy6okOWnceiBJgfAOwVqETPkornrTxrZ1ZGovqo2CDhz2QN1iYWYdslDXQ2/gguH+SDqa1ca6dxVK+wX0XOxPOPMiI+KAABAABJREFUKiNkpEL90QLIU5Iq3Ebf5xZo577suEbVEQyiEzkAL1KNSHEhxGP7zaH0mGgIhtoPpUsKBXSTZkE/ZqrVJ6occf5lFBvxYUw+vo8vQkEDDaS39xbxQHs33NvWzW438UppjRK+PlOIr08X4kxuDSpnSBI6FV7EHVcOYkrGAbQptn36UADQKV1QENUXLv2HwhjFUDpVrjpB9Mr4q2XwUclw1srPwqphvhjbwsVux6L6if2qxkdrlHAgXYvtKVpsT9HYpcqUj0rA0CZqDG2iQpSvAmEeYpUrpjekc1BjkHChwBwUz69GaKrYKJUEzc2h86R8g92nM7a3x5K34MOElVbXaQUR46OewXbfjrXaBgbRG5e5c+fixx9/xLZt29CzZ09nN6dK5KcOw+Vd62Fz7Z0PQ3/rNAe3iGpLQ7qmUf3U0M5BjUHCzssanMszQLKxS6QxSojLNiAmS4eEvJrPDgSYP19PbeWCGa3dEOmrqPLrsrUmxFzVIyZLhxNZepy4qkd8rgHGOtjNq2q/SpIkPPnkk/jmm28QHh6OW265Be7u7khNTcXevXvx5Zdfom/fvoiPj0evXr3g7u6OQYMGoU2bNsjLy8Mff/yB1NRUjBo1CqtXr2bYjIisamjXNbsoyIX68zcgnjhU4SaSmyc0c1+GMcqxn5eErAyoP3sV8nOnKtzG5O0PzaOvwdQ6skr7jM3W47NTBVibUGRz+LIuaO4uN1dZL6m2HumrgKKGBZmqQmeUcCJLj+jSyuUZOlwqtE9/qKY8FQJ6XFd9vnuAEl42PDBH1JDpTRLO5RoQm61HbLYeJ7MN2JemRX41xoc9lQJe7+GF+9q6sq9NANivIufi+Uc3VVxo/pxzbL/V1ZKHFwo/rfhh14aKQXQiB+BFqpEqLoR4dB/E6F2Qn6idULqxZQdoHngOUtOwCrdx5PmnNUo4lKHD7sta/J2qxeEMXZ24SRXmIcfgEBUGh6jQL1gFN4VtH2DlAuAqOmZgqchgsvlrVqCXsC9Ni92pWuy6rMXFAiMgSehScAFTMg5iypWDaK2pXii9WOGC1K5DETjPeoVHInsH0Svz+xh/9A/mgxGNHftVlFpkxI4UDXakaLHzstZulY18VTK09JQj/LrZGsJLZmvwV8vKBsDr2zlYoDdZqU5uDo+nFBrtPh1xffBC0ga8nvSz1XWFMhVu7fQc9nq3q7XjM4jeuNTHILrsYgJcX55tdV3x42/C2K2/g1tEtaW+XdOo4eE5aF2+3oRTZZXHzVXI47L1NQq0dfFTYEYbV0xp6QqfkgcwJUlCcqERMVevHetElr7OBL+qoqr9qmXLlmHBggV44IEH8M4771hUNTcYDBBFEZcvX8bmzZtx1113wc3t2oxshYWFGDduHI4ePYpvvvkGEydOtPdbIaIGgNe1CpiMUK7/GspN1h8KBwBJEKC7/QHox023WnXc3mSnj0O99FXIcrMr3MbYrjM08xZC8vK1ef9pRUZ8FVeI1QlF9eq6eiNXUUBXfwV6l4SwewYo4aeuedX0jGJjWeg8OkOHo5k6aOrIl6m1p1gWOu8VqEQ7L7HGsyMT1XeSJCG1yIRTJYFz898GxOfU7DOKSg6MaqbGlJauGNlMDbXInzW6hv0qciaef1QlJiOUP38F5e8/WqxqrEH0qs/LREREtnFxg6HfCBj6jQCKCkpC6TshP3EIgrFmoU1JVEA36X7ox9wJyOvOr3KVXMCAYBUGBKvwIsw3zval6bA7VYNdl7WItUMF06oIUMswuIkKg0rC5y086s7X6GaqE3j3UAC3t3TF7S3NU5Ul5Ruw+7IWu1Nd8XFqS7wUPhVdC5LKQumtNFeqvG8XfTHC4/ai0OZWUWPhq3LcwBArjRARAIS4yjGjjRtmtHGD0STh2FU9tpcE0w/V4CG4LK0JWRkmHM6wfHjQXRTM4XRPOUJdAH2hCK/cIoiirobvxv70JiC5wICkfCMS8w24UlwPS3DBPNVxUzd52cMATd3kkNt4M1prknAx/1rF9gyN+WvxVouJ8DBq8EzybxavcTNp8euJ9/BJs9EwCLUzJbWPpwsA6yFforpA8vSucJ0puJnjGkJE1Eh5KGToE6RCn6BrD2LrTRLO5BgQc9VcpTwmS4/jmfoqz0x47Koex67m4sXoXAxvpka+zoQTWXrkVGNWnPqmuLgY77zzDsLCwvD2229bhNABQBTNY4dNmjTBAw88YLHezc0N8+bNwwMPPIC9e/cyiE5EZAuZHLopD8DYsj3UyxdBKLa82yBIElQ/fwn52RMwtoqo1eYIBblQ/LUBgqni8RLdqDugm/oQIFbv3lKwqxwvdffES909Uag3wdaRmUK9hCMZ5srgB684L6hdZJCwN02HvWnXxr9aecrRK1CFMA85bBmlkQAk5Blw6IoO5/PrRurcVRTQzV9RFjq3V9CeqKG5ZdMV/HvVPvf4BQCDQlS4o5ULxjV3qfIspURERHWOTA7d1IdgahoO1f/eq5XitPVN/UnmERHVZ67uMPQfCUP/kUBhPsRj+yFLOgNBb/uFSPL0hr7fSEj1IADgoZBhVKgao0LNTwlmFBvxd+oNlbvtchwB/YJVZVXPI3zERj1tV5iHiLB2Iu5r5waTJCE224Bdl72wO7U9FqVOQ9uc85hy5SCmZBxAS02Gs5tL9dyf4wKRrzeVVNktqbhbWm03z4iUIvsNKgeoOSBFROXJZQK6B5inxX22C5CjNWF3qhY7UjTYnqK1W9WpAoN5iuATWaV9NyWAYrvsuzGTC0ALd/m1CvSe16rQt3AX7V4F5/rr1fnuc7DjDwOGxf5hsZ2XsRgvX9hg12NfT/LwQiGD6I3GsmXLsGzZMmc3wyaSh5f15YIMUmATB7eGiIgAQCET0NFXgY6+irJlRQYTfrugwaqzRdidqq3SfnQmYPNFTa200UspoJOvAp38lIjyVaCTnwJeShlOllV3N4foHR0+27FjB3JycjBjxgwYjUZs3rwZCQkJ8PLywpAhQ9CyZcsq7UehMH/trQXZiYjo5ozdBqDo1c+hXvwy5JeTrG4jHj8A8fgBxzbsOpJSDe2sZ2Doe4vd9ummqF7xobEtXDC2hQsAQGeUcDJLj4NXzOH06Cs6p1VaT8gzIiGvyCnHrqnm7nL0Lgmc9wpUoqOvAiKrnRPdVL4dcnVd/RWY0tIVk8NdEOLK/jQRETUchv4jYQpqCvUnL1U641JjwCA6EZGjuXmYA+n9Rzq7JQ4X4CK3qNz9d6oW8TkGGCXbKzAFucjRL1iJrv5KKDhYZJVMuHajcn5HD+hNEo5k+GN3aifcn3IPjIlnMCn9AG7PiEY4Q+l13uXLl7Fx40Zs27YNZ8+eRXp6Onx8fNC7d288/vjj6NGjR5X2s2fPHtx2220Vrv/ss88wY8aMKrfLQyFDJz8lOvlZris2SLhQYEBCrjmgnlQSVk/MNyC5wFjlysVd/RUI4uAUEd2Et0qGCWEumBDmAkmSEJ9rwPYULbanaLA3TVtnpvltTFRyINxDRJiHuaJ8aeC8pYeIZu5yh/bhyl+vXICoZ6FfIUHxz58OawNRvSAXIbl7QijIK7dYCggGREUFLyIiIkdzFWWY2soVU1u54mKBAT+eK8IPZ4twwU6FHyrTzE1eFjYv/TvUTW61MERTN3lZkQoAyNWZrgunm6u7n87Wo4rF3W127NgxAOYAef/+/XHu3LmydTKZDI888gjeeOONm+5n5cqVAIBhw4bVSjuJiBoDKTgUxQuXQvXVu1Ac2uXs5pRjCmoKzaP/hSm0ag8oOZJSLqBbgBLdApSYW7IspdCIQ1d0OHjFPEPg8at66OvnpHi1QikDuvpfC533ClQimPcXiBwq3EOOO1q54o6WLmjjxfEkIiJquEytI1G88HOoP34R8ovnbv6CBopBdCIicpqwklASOY5CJpRN7/xcF08U6v2xP70nPrmsQcapWHRN2IspVw6ghfaqs5tKVixfvhwff/wxwsPDMXToUPj7+yMhIQG///47fv/9d3z11VeYPHlylffXv39/DBgwwGJ5VFSU3drsIgpo761Ae2/LQSa9SUJyQfkq6on5RiSV/F9XMnAe7iHH0gE+dmsTETUOgiCgnbcC7bwVeCTSHcUGCfvTtfgrRYMdKVqczrHPdKIEuIuCOVzuKUe4h4iWniLCPczVzZu4ySGrqzPVyGTQznoG0Grr3A1wImcz+QVBfkMQ3dSkhZNaQ0REN9PcXcRzXTzxTGcP7E3TYeXZQvyapEFxVZ/+roBMANp5iYjyVSDKT4FOvubgua+6+kEuL6UM/YNV6B+sKlumNUo4nWMOp5/PM1T5oXU/1c2rzGZmZgIwP3TfuXNn7NixA23btkVMTAyeeOIJfPrppwgPD8fs2RXPWPPNN99g27ZtGDRoEEaObHzFRYiI7ErtCu28hTD90QHKn76AYHJ+etrQpS80c14A3Dyc3ZQqa+omR9NwF0wMN1dNLygqxtkLl9C0aVOo1OqbvPqajGIjoq+Yq6xHZ+gQl21ALT0bViUyAYj0UZSFx3sGKOFXjZlS3UUBchawInIoD4WACB8FegQoMTncBd38FY16BnMiImpcJL8gFL+0BOrliyA/c9zZzXEKpv+IiIgaMTeFDMObqTG8mRro1Q9Zmt7Yk6rFD8dOIihmN4anHEAoGNSrK7p164bffvvNIjy+b98+TJgwAU899RTGjh0LlUpVwR7KGzBgABYsWFAbTa0ShUxAS09zYPFGRpOEy0VGyAUBwa6yuhtiJKJ6w0UUMKypGsOamm/GXS404nSOvuRBGPNDMUn55gdhGnLldJlgrmBpDoubK5SHeYoIcZXD1tt6MsF849NfLau/NxXkIrQPvwhBp3Hq9N9EdY2h73DIL5wtt0w/eJyTWkNERFUlEwQMDFFhYIgK7/UxYWNSMVadLcLBK7qbvtZVFBDpIyLKV4lOJaHzDj4KuIi1389TyQV09lOis5/S7vs2lQQclUolVq1ahZCQEABAv3798M0332DAgAH49NNPKwyi//HHH3jmmWcQGhqK5cuX2719RESNkiBAP+ZOmMLaQvXZa5Dl5zilGZIgQDfxfujH3wPIbA871yWiTIC7CHgqZVArq/5evJQytPZSYHobNwDmmUv+zdDhYEk4/XCGDnn62oumeyuFclXLuwUo4aGo398LooZOLgBtvERE+igQ4aNAhI+ICB8FmrtbnyGJiIio0VC5QDPvVSg2r3Z2S5yCQXQiIiIq46uWY0K4KxDeC5jUC8l5Omw9FYf+zm4YAQDGjx9vdXm/fv0wcOBA7NixA7GxsejatauDW2Z/cpmAUHd2VYmo9jRxM1frvpFJkpBaZCqbqeF8ngHn86/N3pBfizff7EUhA1q4X6tQHu4poqWH+f/N3UUo5bwhUI6ogGb+a1CuXgbFni0QdFpnt4jI6fQjJkPIz4Fi568ABOhuuxvGLn2d3SwiIrKBp1KGe9u64d62bjibq8cPZ4uwIakYKYVGeCpkZWHz0krnrTzFBlk51NPTEwDQpUuXshB6qYiICISFhSExMRE5OTnw9vYut37r1q247777EBgYiE2bNiE4ONhRzSYiahSMHbqi+LXlUH37IeQx0RAkx1VHNwWHQjtjPoydejvsmPWBl1KGoU3VGFpSyMEkSTidY8ChK9fC6efyql+8qJ2XaK50HqhE70Al2niJLEJDVMf1C1JgTHM1InwUiPRVoK2XCBXHl4mIiKyTyaAfN93ZrXAKpnuIiIioQqGeSoT27ezsZlAVKBQKAIBcXvXpsRMTE7F06VJoNBo0adIEgwYNQpMmTWqriURE9YJMEMzTG7vJMSC4/AwTkiQhI78YFy+loGnTplDbMNWxI3kqOP2wzZQq6O59AroZ84Hiolo+GL83VA+ICuimPgTd1Iec3RIiIrKDNl4KLOzhhYU9vCBJ5gcrG0u1wjZt2gAAvLy8rK4vXa7RaMot//PPP3HvvffCz88PmzZtQlhYWK22k4iosZL8AqF56m1ApzX/cQS5HHBxc8yx6jmZIJRUPFbgvnbmr1mRwQRtNWYTVMsFh8y0QkT2tXiAr7ObQERERPUAg+hERERE9VxycjJ27dqF4OBgREZGVvl1a9euxdq1a8v+L4oi5syZg//+9782BdqJiBoLQRDgqZTBSwH4qGRQqzhVcIMjFwF3T2e3goiIiKjWNJYAeqmBAwcCAOLj4y3W6fV6JCYmws3NDf7+/mXLS0PoPj4+2LRpE1q2bOmw9hIRNVpKlfkP1XmuogyuTJk0alFRUUhOTra6rn///vj9998tlmdkZODDDz/En3/+iZSUFLi6uqJ169aYNm0aZs+eXaXjjh07Fnv37rW6LjQ0FCdOnKj6myAiIiIiu+JHBCIiIqJ6TK/X46GHHoJWq8Wrr75apQC5v78/Xn31VYwaNQrNmzdHUVERoqOj8dprr2Hp0qUQBAFvvvlmlY5/Y8Uwotqm0+nK/U3kaDwHyR7qajV9IiIiooYmPDwcw4YNw44dO/Ddd9/h3nvvLVv30UcfITc3F1OnToUomm+Xbdu2Dffeey+8vb2xadMmtGrVyllNJyIiIqqzPD09MXfuXIvlzZs3t1gWExODyZMnIycnByNHjsSECRNQUFCA+Ph4/PHHH1UOopd67rnnLJZVNPsNERERETmGkJOTIzm7EUQNnUajQXJyMkJDQxk4IIfj+UfUcJlMJjz00ENYu3Yt7rvvPixevLhG+0tPT0f//v2Rk5ODuLg4BAQE3PQ1SUlJ0Ov1NTouERFRY6JQKBAWFubsZhARcbyAnI7nIDnK+fPnMXLkSGRkZGDUqFFo06YNYmJi8PfffyM0NBR//fUXgoKCEB8fj4EDB0Kr1eL2229H69atLfbVvHlzzJgxwwnvgojqOl7XyJl4/pEjRUVFAUCVKpDn5eWhX79+0Gg02LhxIzp27FhuvcFgKHsg8GZKK6Ln5OTY3GYiql94XSNn4vlHVD2siE5ERERUD5lMJsybNw9r167F1KlT8dFHH9V4n0FBQbj11lvx3Xff4fDhwxgzZsxNXxMcHFzj4xLZQqfTIT09HUFBQVAqlc5uDjVCPAeJiIiIiOqX8PBw7Ny5E2+99Ra2b9+OHTt2ICgoCA8++CCeffbZsgfx09PTodVqAQDr1q2zuq/+/fsziE5ERERURStWrMClS5ewZMkSixA6gCqH0ImIiIiobmOvjshBFAqFs5tAjRjPP6KGxWQy4ZFHHsHq1asxZcoULFu2DDKZzC779vPzAwAUFRVVaXs+BUzOoFAooFQqef6R0/AcJCKihoLjBeRsPAfJUZo1a4alS5dWus3AgQNZYZOIaoTXNXImnn/kSDqdDqtWrUJaWho8PDzQrVs39OjRw2K79evXQxAEjB8/HmfPnsWOHTug0WjQpk0bDB8+vFqFPtauXYuLFy/CxcUFUVFR6N+/v93ukRFR3cHrGjkTzz8i2wk5OTmSsxtBRERERFVzfQh98uTJ+PLLLyGXy+22/9tuuw179uzBtm3b0LNnT7vtl4iIiIiIiIiIiIiIiOq3qKgoJCcnWyzv1q0bVqxYgfDwcADmsHpISAh8fX0xZ84cLFq0CCaTqWz7sLAwrFq1CpGRkVU67tixY7F3716L5a1bt8aXX36Jrl27VvMdEREREVFN8bFAIiIionrCZDJh3rx5WL16NSZOnIjly5dXGkK/evUq4uPjcfXq1XLLjx07ZnX7ZcuWYc+ePWjVqhW6detmz6YTERERERERERERERFRPTdjxgz88ssvOHv2LC5fvoy///4bd955J/7991+MHz8e+fn5AIDs7GwYjUZkZWXh3XffxWuvvYazZ88iNjYWzzzzDC5cuIBp06ZBo9FU6bi33nor1qxZg7i4OKSmpuLgwYN4+OGHcf78eUycONFqOJ6IiIiIHIMV0YmIiIjqiUWLFuGdd96Bu7s7Hn74Yash9LFjx6JTp07ltn/uueewYMGCsm2ioqKgUCjQtWtXNGnSBEVFRTh06BBiYmLg5eWF9evXo3v37g57X0RERERERERERERERFR/PfTQQ1izZg3eeOMNzJ8/H6mpqejQoQMA4OGHH8bbb79dbvuZM2diw4YN+OKLL3DnnXdW+7hvvvkm3nvvPcyZMwfvvvtujd4DEREREVWP6OwGEBEREVHVXLx4EQBQUFCA999/3+o2zZs3LwuiV2T27NnYvn079u3bh6ysLMhkMoSGhmLu3LmYP38+mjZtave2ExERERERERERERERUcM0c+ZMrFmzBgcPHsT8+fPh6elZtm7MmDEW248ZMwYbNmzA0aNHaxREnzlzJt577z0cPHiw2vsgIiIiopphEJ2IiIionli2bBmWLVtW5e0XLFhQrhJ6qSeeeAJPPPGEHVtGREREREREREREREREjZWfnx8AoKioCADg5uaGJk2a4PLly/Dy8rLYvnSZRqOp0XF9fX0hCELZcYmIiIjI8WTObgAREREREREREREREREREREREdVPhw8fBmCeubfUwIEDAQBnzpyx2L502fXbV8eRI0cgSVKN90NERERE1ccgOhERERERERERERERERERERERVSg+Pt5q5fH4+Hi8+uqrAIApU6aULZ81axYA4OOPP0ZOTk7Z8vT0dHz++eeQyWQYP368xb7i4+PLLUtKSkJ2drbFcS9fvoynn37a4rhERERE5FiisxtARERERERERERERERERERERER117p167B06VL069cPoaGhcHV1xblz57Bt2zbo9Xo89dRT6N+/f9n2vXv3xrx58/DZZ59hwIABGD16NPR6PTZv3oyMjAy88soraN26dblj9OrVCwDKBdf37t2L//znP+jbty9atGgBb29vXLhwAVu3bkVhYSGmTp2KadOmOeRrQERERESWhJycHMnZjSAiIiIiIiIiIiIiIiIiIiIiorrpn3/+wYoVKxATE4OMjAwUFRXBz88P3bt3xwMPPIBhw4ZZfd2qVavw1Vdf4cyZMxAEAZ06dcIjjzyC2267zWJbb29vAOWD6CdPnsSSJUtw/PhxpKamorCwEF5eXujcuTPuvvtuTJ48uTbeLhERERFVEYPoRERERERERERERERERERERERERERERGQTmbMbQERERERERERERERERERERERERERERET1C4PoRERERERERERERERERERERERERERERGQTBtGJiIiIiIiIiIiIiIiIiIiIiIiIiIiIyCYMohMRERERERERERERERERERERERERERGRTRhEJyIiIiIiIiIiIiIiIiIiIiIiIiIiIiKbMIhORERERERERERERERERERERERERERERDZhEJ2IiIiIiIiIiIiIiIiIiIiIiIiIiIiIbMIgOhERERERERERERERERERERERERERERHZhEF0IiIiIiIiIiIiIiIiIiIiIiIiIiIiIrIJg+hEREREREREREREREREREREREREREREZBMG0YmIiIiIiIiIiIiIiIiIiIiIiIiIiIjIJgyiExEREREREREREREREREREREREREREZFNGEQnIiIiIiIiIiIiIiIiIiIiIiIiIiIiIpswiE5ERERERERERERERERERERERERERERENmEQnYiIiIiIiIiIiIiIiIiIiIiIiIiIiIhswiA6EREREREREREREREREREREREREREREdmEQXQiIiIiIiIiIiIiIiIiIiIiIiIiIiIisgmD6ERERERERERERERERERERERERERERERkEwbRiYiIiIiIiIiIiIiIiIiIiIiIiIiIiMgmDKITERERERERERERERERERERERERERERkU0YRCciIiIiIiIiIiIiIiIiIiIiIiIiIiIimzCITkREREREREREREREREREREREREREREQ2YRCdiIiIiIiIiIiIiIiIiIiIiIiIiIiIiGzCIDoRERERERERERERERERERERERERERER2YRBdCKqF1atWgVvb294e3vjwoULzm4OAJS1Z9GiRbV2jEWLFpUdh4iIiMiR9uzZU9YP2bNnj7ObQ0RERFRlY8eOhbe3N8aOHevsphAREREREREREVXqZpkojnURUV3HIDrRTZhMJrRo0QLe3t7o3bv3Tbfv169fWefgzTffrHTbs2fPlm07Z84cezXZ6S5fvgxfX194e3tj2LBhNr9+zpw5ZV+X/fv310ILiYiIiBxj7ty5Nj9MVzqYxAfRiIiIqCGKjY0t6+t4e3vjl19+cXaTiIiIiOziwoUL5fo51f1TVwoyERERETVk1xdkqs0ClEREjQGD6EQ3IZPJ0KdPHwDAmTNncPXq1Qq3zc7ORlxcXNn/9+3bV+m+r1/fr1+/GrbUPkrDUlFRUdXeR5MmTTBkyBAAwL///ov4+Pgqv7agoAC///47ACA8PBx9+/atdjuIiIiIGhoOiBEREVF99+OPP5b7/+rVq53UEiIiIiIiIiIiIiIiqinR2Q0gqg/69++PP//8EwCwd+9ejB8/3up2+/btgyRJkMvlMBqNOHLkCHQ6HZRKpdXt9+7dW+4YDcldd92FHTt2AADWrFmDl19+uUqv27RpEwoLCwEA06ZNK1s+Y8YMzJgxw/4NrYGcnJxaP8aCBQuwYMGCWj8OEREREREREVFtMxqNWLt2LQDA3d0dBQUF+Ouvv5CZmQl/f3+7Hae0yAERERGRIzVp0qTSIlW33347UlNTERISgnXr1lW6HyIiIiKiUhzrIqK6jhXRiarg+pB4ZQNI+/fvBwCMGDEC7u7u0Gg0OHLkyE23DwwMRJs2bezU2rph3Lhx8PT0BGAOokuSVKXXlVbBEgShXBCdiIiIiIiIiIjqtx07diAtLQ0AsGjRIgiCAL1eXxZOJyIiIqrPFAoFIiIiKvwjiuYacaIoVrqdQqFw8jshIiIiIiIiqjoG0YmqoHPnznB3dwdQeRC9dN3AgQPRo0ePSre/dOkSkpOTAQD9+vWzZ3PrBBcXF0yYMAGA+b3u2bPnpq9JSUkp265fv35o0aJFrbaRiIiIiIiIiIgc58cffwRgrvI5Y8aMsjGx0uVERERERERERERERFS/MIhOVAWiKKJnz54AgJMnTyIvL89im4KCAsTExAAwh6j79OkDoOIg+t69e8v+XVEQff/+/Zg3bx66du2KJk2aoGnTpujVqxeeeeYZnD9/vtI25+Xl4cMPP8SoUaMQHh4Of39/hIeHo2fPnpg6dSqWLl2Kixcvlm2/aNEieHt7l934S05Ohre3t8UfW9x1111l/16zZs1Nt1+7di1MJpPFawFg1apVZW24cOGCxWvHjh0Lb29vjB07FgCQmJiIZ599Fj169EDTpk3h7e1d9v0pFRsbi4ceeggREREICgpCx44dMWfOHBw7dgwAMHfuXHh7eyMqKspqe0vbs2jRIot1N7bXZDLhu+++w+jRoxEeHo6QkBD07t0b//3vf5Gbm1vh16T0+1LR116n02HLli145plnMHToULRo0aLse33LLbdg0aJFuHr1aoX7JyIiovohKiqqXH/gnXfeseinzZ07t9xr0tLS8NVXX+Hee+9Ft27d0KRJEwQGBqJDhw646667sH79+rK+V1X98ssvmDhxIlq3bo2goCB06dIFzz77LNLT0+3xNomIiKgBy83NxebNmwEAU6ZMgUwmw5133gkAiImJwalTpyp87Y3jLDqdDp9//jlGjhyJVq1awcfHB88//3zZ9jeOE13P2nhXZX8q8tdff2HmzJmIjIxEUFAQWrRogcGDB+PNN9+sdCxmz549ZfsuLchQ3T5WbGws3nvvPUyePBkREREIDAxE06ZN0a1bNzz88MM4dOhQpa8nIiKiuufChQt4+eWXMWDAADRv3rzs/tXs2bPxzz//VPq60j7GqlWrAAC7d+/G9OnT0b59ewQGBiIyMhKPPPIIEhMTK9yPve5vXe/PP//E7NmzERUVheDgYDRv3hwDBgzAq6++etP+Tnp6Ov773/9iyJAhaN68Ofz9/dG6dWv06dMHd999N77++mtkZmZafe0///yDOXPmoEuXLggJCUFwcDA6duyIIUOG4JlnnsGWLVsqndG5ut+L62VmZmLRokW45ZZbEB4ejoCAALRv3x7Tp0/Hb7/9VqV9EBERkePZc/wGAHJycvDqq6+iZ8+eCA4ORuvWrTFhwgRs3LixSu2pbKyrdP8rV67EnDlz0Lt3bzRt2hQBAQFo27YtJk+ejG+++QY6na7C/durLwkASUlJWLJkCe68886y/l9pP2zmzJn466+/qvSeiah+EZ3dAKL6on///ti5cydMJhMOHDiAkSNHllsfHR0Ng8EAd3d3dOrUqSysHh0dDaPRCLlcXm776wPq/fv3L7dOq9Xi8ccfx+rVqy3aER8fj/j4eHzzzTf48MMPcc8991jdZtKkSUhJSSm3PDs7G9nZ2Th79iy2bt2KK1eu4NVXX7Xp62CLvn37IiwsDElJSfj111/x/vvvw8XFpcLtS8Pqrq6uZdXUq2PLli148MEHUVBQUOmx5s+fD71eX7bs0qVL+Omnn7BhwwYsXry42se/UXFxMW6//Xbs3Lmz3PIzZ87gzJkz+O233/D777/D39/f5n0//vjjVquGZWdn48iRIzhy5Ai+/PJL/PDDD2UPRxAREVHDZzQaERERYTVonpqaitTUVGzZsgXff/89vv/++7LZfypiMpnw0EMPWTxcmJSUhOXLl+PXX3/F77//jlatWtn1fRAREVHDsWHDBmg0GgDA1KlTAQATJkzAs88+C41Ggx9//BFvvPHGTfeTnZ2Ne++9F8ePH6/V9lZEq9Xi4YcfxoYNGyyWHz9+HMePH8cXX3yB7777DkOGDKl0XzXpY+3Zswe33XabxXKdTofExEQkJiZi9erVePLJJ7Fw4ULb3ygRERE53LJly7Bw4UKLkNClS5dw6dIlrFu3DjNnzsT7779vcd/xRq+//jo+/PDDcstSUlLwww8/YNOmTVi3bh169epV6T5qen8rNzcXs2bNwvbt28st12g0OHnyJE6ePIkVK1ZgxYoVFvddAeDAgQO48847LQLvmZmZyMzMxOnTp/Hbb79BkiTMmjWr3DYvvfQSPv30U4t9ln4tjx07hi+//BJpaWlQq9UW29nje7FhwwY89thjyM/PL7c8LS0NmzdvxubNmzFmzBh89dVXcHNzs7oPIiIicr6a3iM7c+YMJk6ciNTU1LJlGo0Gu3fvxu7du8vNGlhdAwcORHJyssXyK1euYMeOHdixYwf+97//Ye3atQgKCrrp/qrbl0xKSkKXLl2s7rO0H7Vhw4ayAqqiyOgqUUPBn2aiKrr+or9v3z6LAZHSYHnPnj0hl8vRs2dPiKKI/Px8xMTEoGvXruW2379/PwDAx8cHERER5dbdf//92LJlCwBg2LBhmDJlCsLCwqBWq3H8+HEsW7YM8fHxeOyxxxAQEIDRo0eXe/1DDz2ElJQUiKKIe++9F8OHD0dwcDAAc/Do6NGjZRWoSj3wwAOYMGEC3njjDWzevBkhISFYt25ddb9cAABBEDBt2jS8/fbbyM/Px2+//YY77rjD6rbHjh1DXFwcAGDcuHHw8PCo1jEvXbqEBx98EEqlEq+88gr69u0LpVKJmJgY+Pj4AAAOHjyIRx55BEajEWq1GnPnzsXw4cOhVqtx9OhRfPTRR3jiiSfQvn376r3xGzz++OOIjo7G1KlTMWnSJDRp0gRpaWlYvnw5tm/fjjNnzuCFF17A8uXLbd630WhEWFgYxo0bh+7du6NZs2YQRREXL17E7t27sXLlSmRlZeHuu+/G/v37ERAQYJf3RERERI61YcMG6HS6sj7p7NmzMXv27HLbXF+xs7Sa06BBgzBixAhERETAz88PBQUFSEpKwnfffYfo6Gjs3LkTTz/9ND7//PNKj//WW2/h4MGDGDVqFKZPn44WLVogOzsbP/zwA9auXYu0tDTMnz+/rA9LREREdKPSB+kjIyPRsWNHAICXlxdGjx6NjRs3Yu3atXjttdduGqqaN28eYmNjMXXqVEyePBnBwcFITU2F0WisUjsqmr2wVFxcHObMmQOj0YhmzZpZPX5pCL19+/aYP38+IiMjkZeXh99//x3/+9//kJeXh6lTp2Lbtm3o3LlzhceqSR/LaDTCzc0NI0eOxKBBg9CmTRt4eHggMzMTcXFx+OKLL5CcnIyPPvoIrVq1wt13312lrw8RERE5x6effoqXXnoJANCuXTvMnj0brVu3hq+vLy5cuIDvvvsO27dvx9dffw13d3f897//rXBf3333HQ4ePIg+ffpg1qxZaNOmDQoLC/HLL7/gq6++Qn5+PubMmYNDhw5BoVBUuJ+a3N/S6XSYOHEijh49CkEQMHHiRIwZMwZhYWEAgEOHDmHp0qVISUnBPffcgz///LNcaEmn02HWrFnIzc2Fu7s77r//fgwePBgBAQEwGAxITk7G4cOH8fvvv1sc+88//ywLoUdERGDmzJlo164dvL29kZ+fj/j4ePz999/4888/a+178csvv2DWrFmQJAnNmjXDnDlzyqqJpqam4ueff8a6deuwZcsWzJs3D998802F3wciIiJyrpqM3+Tl5eH2228vC6FPnDgR06dPR2BgIBISEvDZZ59h1apVZXmp6jKZTOjRowdGjRqFTp06ITAwEDqdDhcuXMBPP/2Ev/76CzExMZg1a5bV/tP1atKXNJlMUCqVGDZsGIYOHYr27dvD29sbOTk5OHfuHL766ivExcXhp59+QlhYGF544YUavW8iqjsYRCeqou7du0OtVkOj0Vi9YVW6rG/fvgDMVb07d+6MI0eOYO/eveWC6JmZmYiPjy/bXhCEsnXfffcdtmzZArlcjm+//Rbjxo0rd5xu3bph2rRpmDJlCvbu3Ytnn30Ww4cPL3tKLCkpCUePHgUAvPnmm3jooYcs2jp27Fi89NJLyM7OLlsWEBCAgIAAeHl5AQBEUbQIyFfHtGnT8M4770CSJKxZs6bCIPr11d/vuuuuah/vwoULCAoKwtatW9GiRYuy5d27dy/799NPPw2j0QiFQoH169eXe8ige/fumDBhAkaMGIGYmJhqt+N6Bw8exGeffYYZM2aULevcuTNGjBiBSZMmYffu3diwYQMWLVoEPz8/m/a9YMEChIWFlTuHAKBr166YMGECZs+ejVGjRiEzMxNffPFF2cAZERER1S+tW7cu939/f/9K+2pyuRyHDx9Gy5YtLdYNGDAAd999N9566y28++67WLNmDZ555plKq5kfPHgQzz33HBYsWFBu+dChQ6FUKrFq1Srs378fJ06cQFRUlI3vjoiIiBq6hIQEHDx4EIB5rOh6d955JzZu3Ij09HTs2LEDI0aMqHRfp06dwkcffYSZM2eWLauo0pI1lfWhMjMzMW3aNBiNRri7u1vMQrdt2zb8/PPPAIDevXtj48aN5Wb/Gzx4MIYNG4bp06dDp9Phsccew+7duys8Xk36WFFRUTh16lS5hxFL3XLLLZgzZw7uvPNO7Ny5E++88w7uuuuum4b8iYiIyDnOnDmD1157DQDw2GOP4dVXX4VMJitb36VLF0yYMAELFy7E4sWL8dlnn+G+++6zGC8qdfDgQcyYMQNLliwpt58BAwbA398fixYtQlJSErZu3YqxY8dW2K6a3N969913cfToUbi7u2PdunXo3bt3ufW9evXC9OnTMXr0aJw5cwYLFiwoF97av38/Ll++DAD48ssvMWbMmHKv79GjByZNmoQ33njDomL6+vXrAQChoaHYunWrxUyA/fv3x8yZM5GTkwOVSlVunT2+F1lZWXj00UchSRKmTJmCpUuXQqlUltvHmDFj0K9fP/znP//Bxo0bsXv3bgwePNjat4GIiIicrCbjN++99x4uXboEABb7KO1X3HnnnRYzyNjq119/tXqfr3fv3pg6dSpWrlyJ+fPnY+/evTftd9SkLxkUFISYmJiyYqnXGzx4MGbNmoV58+bhhx9+wGeffYZ58+aV5dSIqH6T3XwTIgIAlUqFbt26AQCOHj2K4uLisnVarRb//vsvgGtB9Ov/fWNwfe/evWX/vj4ELUkSPv74YwDAzJkzLULopVxcXPDBBx8AAC5evIg9e/aUrUtPTy/7d//+/St9T6UVwmtTWFhY2ddh586d5dpXymAwlFVfb9KkSY0HWhYuXFguhH69w4cP48SJEwDMleetTW8TEBCAt956q0ZtuN7YsWPLDdKVkslkePTRRwEAer2+7IasLcLDwy1C6NeLjIzEPffcAwAWVfCJiIio4RIEwWoI/XrPPfcc/Pz8IEnSTfsJnTp1wvPPP2913eOPP1727+v7uURERESlSgPdMpkMU6ZMKbdu+PDhZcGlG4Pf1gwYMKBcCN1etFot7r77bly8eBEymQxffPGFxc3DL7/8EoD5fSxbtqxcCL3U6NGjMX36dADA8ePHceDAgQqPWZM+lp+fn9UQeimlUonXX38dAJCcnFw2HkZERER1z6effgq9Xo+IiAiL4PP1XnrpJYSEhMBkMlXabwoKCsIHH3xgdT9z584tq1x5s3Gc6t7fKigoKKuS/uyzz1qE0Ev5+PiUVRPfv38/EhISytZduXKl7N+V3e8UBMGiT1T62s6dO1uE0K/n7e1tcY/NHt+LFStWIC8vD/7+/vjkk0/KhdCvN3v27LJ7zytXrqywnURERORc1R2/0el0+P777wEAbdu2xbPPPmvxelEU8cknn1Q6S01VVFZsCgDuvvvusnGu3377rdJta9KXdHNzsxpCLyUIAt58803I5XIUFhZi165dlbaFiOoPBtGJbFA60KHX6xEdHV22/MiRI9BoNFAoFOjRo0fZ8j59+gAADhw4AEmSypZfH0wfMGBA2b9Pnz6NxMREAMCECRMqbUv79u3h6+sLAOXacv0F/Ycffih3XGcprXBuNBqxdu1ai/Xbt29HRkYGAHMVrIoGdapCqVRi0qRJFa6/vhNzYwWu640aNars61tTU6dOrXDd9ZXyk5KSanysnJwcnD9/HnFxcYiNjUVsbGzZ04OnT5+GXq+v8TGIiIio/jGZTEhNTcXZs2fL+ghnzpxBkyZNAAAnT56s9PV33HFHhQ+/tW3btuymnj36M0RERNSwlM6SBwCDBg1CSEhIufUKhQKTJ08GYH6I/saKljeqbJylJh577LGy0PjChQstKjoZDAb8888/AMzjeZU99Hf//feX/Xvnzp0VbmfPPpZWq0VycjJOnz5d1t+7flyQQXQiIqK6q7QS+G233VbpPTKFQoGePXsCKH9v8Ebjx4+HWq22us7T07OsevfN+hjVvb+1d+9e5OXlAbj5/c7rC0ZVdL9z1apVle7jRqWv3bdvH86fP2/Ta+3xvSgt+DBixAi4urpWerzS91/Z95OIiIicq7rjN8eOHUNOTg4AcxaqopnqmjZtimHDhtmtvZIkIT09HefOnSsbI4qNja3yPUF79SUBc74uJSUFZ86cKWtHampqWR7rZm0hovpDdHYDiOqT/v3747333gNgHrwordy9f/9+AOZBl+srIZVWAs/KykJcXFzZ1L+l2/+fvfsOj6JawwD+zmxPhySEEiChKSBVekAQBQUEURApiqKAUkRAAUEsCFKkiXQVpUoRRQ0gRUHpSGhBUZFqKAkJpCfb5/6Rm5jNziabsNlNeX/Pc58b5pyd+QJr9uSc73zHz8/PprLS6dOnc77u2bOn03HlrgpQs2ZNRERE4PDhw1i2bBl+/vln9OzZE+3bt0eLFi3y3flfXHr37o1JkyYhIyMDmzZtwujRo23aN23alPN1dtJ6UdWuXVu2GlW2P//8EwCgUCjsqlrllt2e3/HJzrrvvvsctuWuSp+Wllak+//xxx9YtmwZfvrpJ9mK89msViuSkpIQHBxcpOcQERFR6SJJErZs2YJ169bh5MmTNif65HX37t1875XfeAbIqiCVlpZW5PEMERERlV0HDx5ETEwMgKxFNznPPvssPvvsM+j1emzbts0mkTuv/OZzimr+/Pk5yfIDBgywqWaV7erVq8jIyACAnKQjR5o0aQKVSgWTyYTz58877HevY6z09HSsXLkS33zzDf766y9YLBaH9ypovEdERESe8e+//yIhIQEAMGfOHMyZM8ep1+VeG8zLmTEGUPC6VFHXt3KvdzZp0iTfZ+SW+3tq06YNatWqhcuXL2Py5MnYsmULevTogXbt2qF58+YOk6OArPHcxo0bcffuXbRt2xbdunVD586d0aZNG9StW9fh61zxb2GxWHI2AG7cuNGpE3/y3oOIiIhKlqLO3+SeE8o+BcWR5s2bY/fu3UUPEsDu3bvxxRdf4MiRI0hNTXXYzxVrgoDjsaTJZMLq1auxefNmREdHw2g0FjkWIio9WBGdqBBatmyZc8RI7qrm2V9nJ55nCwwMRL169Wz6pKSk5Ozoat26tc2Ot+zJjcLKXgTLtmrVqpxY/v77b8ybNw+9e/dGWFgYunTpgqVLl+Y76HA1X19fPPHEEwCydrP98ccfOW3Jyck51QUefPDBnL+vosrvSGIAObsNfX19HR6Fly0oKOieYsmWX2J87moK+S0WOrJ27Vp07NgRGzZsyDcJPVt+CWhERETkerkrJDh7Uo0rTrTR6/Xo168fXnnlFRw6dKjAMUBB7fmNZ4D/vs+ijGeIiIiobMtOvvHy8nJYeKFFixY5RwgXlKxT0NxPYf3www+YMWMGgKy5vUWLFsn2S0xMzPm6oDkjlUqVU9kp9+vyupcx1rVr19CuXTt88MEH+OOPPwoch3FOiIiIqGRy1dpgbgWNMbLXpgoaPxR1fcsV35NKpcKmTZtyinydPn0aM2bMQPfu3VGzZk307NkTa9eulU1seuihh7Bw4UJ4e3vnbHR87bXX0LJlS9SrVw8jR47E8ePH7V7nirgTExNhNpsLfQ+O1YiIiEquos7fFGYuqVKlSkWMLmtd8bXXXsOzzz6L3bt3F5gPdq9rgvmNJRMTE9GlSxdMmDABUVFR+SahOxMLEZUerIhOVAje3t5o2rQpTpw4gaioKJhMJoiimHNcWt5E9OxrFy5cwJEjRzB06FAcO3YMVqsVgO1xc4Dth/TatWtzjjMpSN4FuMqVK+PHH3/EwYMHsX37dhw6dAh//vknzGYzTpw4gRMnTuCTTz7Bhg0b0KJFi8L8FRTZgAEDsGXLFgBZFdCnT58OAPj++++h1+sBAP3797/n5+R3TF5Zc+HCBYwfPx5msxnBwcEYM2YMOnTogJo1a8LHxydn08S6devw2muvAXBNYhsRERE5L/dkjbOTKdmLV97e3kV+7rx587B3714AWaf6DBs2DE2aNEGlSpWg0+lyxkzdunXD0aNHOUYgIiKiYpGeno7IyEgAWWOc0NDQAl9z/PhxXLp0KScxPS9Xzv2cOXMGr776KiRJQs2aNbFu3boCCxcAcHgcszu9+uqruHbtGgRBwKBBg9CnTx/Uq1cPQUFBUKvVEAQBVqs1JyGe4z0iIqKSKffa4Lhx4/DMM8849Tpnxiyekvt72rt3r9NzXHlP9K1Xrx4OHTqEvXv3YufOnThy5Aj++ecfGAwGHDx4EAcPHsQnn3yCLVu2oFatWjavHTJkCHr16oVvvvkG+/fvx7Fjx5CYmIjbt2/jq6++wldffYXnn38eixYtkk2mKuq/Re57PPvss7In7RAREVH5U5xzSevWrcO6desAZJ0kOGLECLRo0QJVqlSBl5dXToHUV155BZs3by7WOaJJkybhzJkzAIAePXrgueeeQ8OGDREcHAytVpvz9/DAAw/g+vXrnK8iKkOYiE5USO3atcOJEyeQmZmJU6dOQa1WIzU1FYIgoE2bNnb927RpgzVr1uDo0aMAbCupR0RE2PQNDAzM+drPzy9nl39RdejQAR06dACQVQn84MGD2LBhA3bt2oW4uDg8//zzOH36dL7H17lKx44dUbVqVdy8eRNbt27F+++/D4VCkVPlSq1Wo2/fvsUeR3bSfmpqKoxGY74TdUWtfOAuX331FcxmMxQKBXbs2OGwmnx2FXgiIiJyv9zHFN++fRv169cv8DXZp5zkfm1hSJKUM+HUtm1bREZGOkzY4jiBiIiIitMPP/zg8Jje/GzcuBFTp04thoj+c+vWLQwcOBAZGRnw9fXFpk2b8q1OlXtsFh8fn++9TSZTztHCRR3T5efChQs5c41vvPGGw7+r/KqxExERUcmQe21QoVDc89pgSZD7ewoMDLRLEi8MURTx2GOP4bHHHgOQNQ7bv38/vvzySxw9ehQXL17EkCFD8Ouvv8rGMXz4cAwfPhySJOH8+fPYuXMnPvvsM9y+fRvr1q1Dw4YN8eqrr9rFXdR/i4oVK0IQBEiSBEmSysS/JxERERVN7qKiBc0l3b59u8jPWbt2LQCgVq1a2LNnj8OK5sW9JpiSkoJt27YBAPr164dPP/3UYV+uTxKVPeWndDCRi+SuYn7kyJGcxPL69evLHg2cXSX91q1buHz5cs4ikZeXF5o1a2bTt3HjxjlfZ/dzlYCAAPTs2RObNm3Ciy++mBPTsWPHbPoV1y48URTx7LPP5jz3l19+wdWrV3Oe/9hjjxXLwlxe999/P4CsigTnzp1z2K+g9pLgzz//BJC1U9BREjqQdVwhEREReUbDhg1zvs6uAJCfuLg43Lp1y+61hZGYmJiTzN67d2+HSehpaWn4559/ivQMIiIiImdkFyAIDAzEqlWrCvxf9tzYli1birUiUmZmJgYOHIibN29CFEV8/vnnBW4YDAsLg5eXFwAgKioq377R0dEwmUwAUCzJR9lzQgDw1FNPOezHOSEiIqKSr2bNmvDz8wPg+rVBT2nUqFHO167+noKDg9GvXz/s3LkTjzzyCADg7NmzuHz5cr6vEwQBDRs2xIQJE7Bnzx5oNBoAwHfffZfTxxX/FiqVKmdceezYMVb5JCIiKsdyzwmdOnUq374Ftefnr7/+ApB1CrKjJHRJknD27NkiP8MZly9fzpkPy2++6sKFC0UqXEFEJRsT0YkKqU2bNjnJPLkT0XMnqOcWFhaGqlWrAgB+/vnnnAWgli1bQqVS2fRt3LhxzhHF69atK7YP3o4dO+Z8fefOHZu27OroRqPR5c8dMGBAztebN2+2WVTM3Vaccn/vmzZtcthv9+7dOZWrSqrs4/0yMjIc9omNjcWPP/7orpCIiIgoj4iICCiVWQdRff311wUuPm3evDnn69zjlmzOjNXMZnPO1/mNE9auXWvTl4iIiMiVYmJicPDgQQDAE088gT59+hT4v+z5oX///ReHDh0qlrgkScKIESNy5ug++OCDnAqb+VEqlWjfvj0A4NChQ7h69arDvmvWrMn5+uGHH763gGVkzwkB+Y/3vvjiC5c/m4iIiFxLoVDg8ccfB5C17uhMIYOSrmPHjvD29gYAfPrppzZjF1cRBAEPPfRQzp/zrnfmJywsDGFhYXavc9W/Rffu3QFkjWm3b99epHsQERFR6de0adOcgqZbtmxxOCa6efMm9u/fX+TnZK/15TdHtGPHDsTGxhb5GYWJo6BYOF9FVDYxEZ2okPz9/fHAAw8AAI4fP55T0Tu78rmcNm3aAACWLl2akzQkl7guiiLeeOMNAFkDjZdffjnfD2e9Xo9PP/0Uer0+51p0dHSBu9j27duX83XNmjVt2kJCQgBkHQuTmpqa730Kq169enjwwQcBANu3b8eGDRsAAEFBQejSpYtLn+VIq1atcqqLrl69OmcjQW4JCQmYMmWKW+K5F9lHGV66dAnHjx+3a8/IyMDQoUORmZnp7tCIiIjo/ypVqpSz6//333/H3LlzHfaNjo7GvHnzAAC+vr4YOHCgXZ/ssdqVK1cc3icoKAj+/v4AgK1bt8JgMNj1OXXqFGbOnOn8N0JERERUSJs3b87ZhPfkk0869ZpevXrlnNaXXU3d1T788MOcypfPP/88Ro8e7fRrhw0bBiArEXzUqFGy46w9e/Zg/fr1AIAmTZrkzAu6UvacEAB89dVXsn1WrVqFnTt3uvzZRERE5Hrjxo2DUqmEJEkYMmRIvhveJEnCjz/+iN9//919ARZSQEAAhg8fDiCrWvn48ePzLYaQnJyMlStX2lw7cuQILl265PA1VqsVv/76K4CspPQaNWrktH377bf5rq9evXo1p4J63nVSV/xbvPrqqzmV1ceOHVtgQvuRI0eKbRMmEREReY5Go8GgQYMAAH///Tfmz59v18dsNuP111+/p2Kh2fNEu3btQmJiol37lStXMGHChCLfvzBx5J7XkyvO9eOPP+Kzzz4r9liIyP2Ung6AqDRq164doqOjkZKSknOtoET0b7/91mayIiIiQrbviy++iF9++QXff/89du/ejVatWmHIkCFo2bIlAgICkJ6ejkuXLuHo0aPYvn07kpOTbZKUzp07h1GjRqFp06Z4/PHH0aRJE1SuXBlWqxXXr1/H119/nbP7vmnTpjmJ4dlat24NIGsCZ/z48Rg+fDgCAwNz2nMvdBXFgAEDcPLkSWRkZODatWsAgL59+9pVhy9O8+bNQ48ePWAymfD0009j5MiRePTRR6HVanH69GksXLgQcXFxaNSoEc6dO5czUCpp+vfvj08//RRWqxX9+vXDmDFj0KZNG2i1Wpw5cwbLli3DpUuX0KZNm5wNE0REROR+H374IQ4cOIC4uDjMnDkThw4dwrPPPot69epBrVYjNjYWP//8M9atW5ezgWz+/Pk5VRJya926Na5du4Yff/wRX375JVq3bp1TJd3X1xfBwcEQRRH9+vXDZ599hj/++AOPP/44Ro0ahdq1ayMlJQV79uzBqlWr4O3tjcqVK+PixYvu/OsgIiKiciL7JLoKFSrYVKvMT7Vq1dCiRQucOHECP/zwA+bOnZtTTdMVfv3115yNf3Xq1MHQoUNx/vz5fF+T+xjlLl26oG/fvti6dSsOHz6Mhx9+GKNHj0aDBg2QkpKCnTt34vPPP4fVaoVarcYnn3zisthza9KkCRo0aIDz58/jyy+/RFJSEp599llUrlwZN27cwJYtW/D9999zToiIiKiUqF+/PmbOnImJEyfiypUraN++PZ577jl07twZISEhMBqNuHnzZs4Y6d9//8WmTZtyCmeVRJMnT8bhw4fx22+/Yc2aNTh+/DgGDx6Mpk2bwsfHBykpKbhw4QIOHTqEXbt2QavV4pVXXsl5/a+//oq5c+eiTZs26Nq1Kx544AEEBQXBaDTi6tWrWLdunc3pO9nFGwDgvffew9ixY9GtWzdERESgTp068PHxQWJiIk6dOoVPP/0UJpMJAPDSSy/ZxO2Kf4ugoCAsX74czz//PO7cuYOuXbuiX79+eOyxx1C9enVYLBbExsbi9OnT2LFjB/7880989NFHOafvEBERUdkxceJEfPfdd7hx4wZmzpyJv/76CwMHDkRQUBAuX76MZcuWISoqCs2aNcs5va+wBgwYgHfeeQe3bt1Cly5d8Prrr6NBgwbQ6/U4cOAAli9fDqPRiCZNmhRY2PReVKxYEV27dsXu3bvx008/4amnnsJLL72EGjVqID4+Hj/88AO++uorhIWFITk5GQkJCcUWCxG5HxPRiYqgXbt2WLFiRc6fa9asiapVqzrsnzdJXaPRoEWLFrJ9BUHAqlWrULlyZXz22We4fv06pk+f7vDe3t7eUCgUdtfPnDmT7w77Bg0aYN26dXZJ1g899BBatmyJEydO4Ouvv8bXX39t056UlOTwns7o06cPpkyZYrObL/vYZXdp27YtlixZgtdffx16vR4LFizAggULctqVSiUWLFiAw4cP49y5cznJXSVN8+bNMXnyZMyaNQvJycmy75PRo0ejfv36XHQkIiLyoEqVKmHnzp14/vnncf78eRw4cAAHDhyQ7avT6TBv3jz069dPtn306NH4/vvvYTAYMG7cOJu2AQMGYPny5QCAqVOn4tixYzh37hxOnz6NoUOH2vStUKEC1q5di5kzZzIRnYiIiFzut99+yxljdO/eHUql89PQvXr1wokTJ5CWlobIyEj079/fZXFdv3495+uLFy+iY8eOBb4m71zY0qVLYbFYsG3bNpw/fx4jR460e42fnx/Wrl2LJk2a3HPMcgRBwIoVK9CrVy8kJSVh27Zt2LZtm02fBg0aYPXq1bj//vuLJQYiIiJyreHDh8Pb2xsTJ05EWloaVqxYYbMWmZsoivDy8nJzhIWjVqvx7bffYsyYMfj222/x119/5XsacXBwsN01q9WKI0eOyJ5unC0iIgKLFy+2u56SkoLNmzdj8+bNsq9TKBR499130b17d7s2V/xb9OjRA1u2bMErr7yCO3fuYP369Tmn5sjx9fV12EZERESll7+/P7Zu3YrevXsjLi4O3377Lb799lubPgMHDkRERARGjRpVpGe8+uqr2L9/P/bt24eLFy/itddes2nX6XRYsWIFdu/eXayJ6EBWoa0//vgD169fxy+//IJffvnFpj00NBQbNmzAM888U6xxEJH7MRGdqAgiIiIgCELOMSIFHbHbsGFD+Pn55VRQb968eb7JzUqlEnPmzMGQIUOwZs0aHDp0CDExMUhNTYW3tzeqVauGRo0aoXPnzujRowd0Ol3Oa/v27YuQkBDs378fp06dwq1btxAfHw+TyYSKFSuiUaNG6NmzJwYMGCBbhVwURXz77bdYtGgRdu3ahatXryI9PV32yJSiqFChAh5//HH88MMPALIWxYprUS4/AwcOROPGjfHJJ5/g4MGDuHPnDoKCgtC6dWuMGjUKLVq0wK5duwAg5/i8kmjSpElo1qwZVqxYgVOnTiEjIwPBwcFo3rw5XnrpJTz88MPYsGGDp8MkIiIq92rXro2DBw/i+++/R2RkJE6dOoWEhAQYjUYEBASgbt26ePjhh/Hiiy/KLrxla9y4Mfbs2YPFixfj2LFjiI+Ph8FgsOvn7++P3bt3Y+nSpdi2bRsuX74MpVKJatWqoWvXrnj11VdRrVq14vyWiYiIqBzbuHFjztdPPvlkoV775JNP4p133sm5jysT0V1Bo9Hgyy+/xKBBg7B+/XqcOHEC8fHx0Gq1CAsLQ9euXTFixAibEwaLQ+PGjXHw4EEsXLgQe/fuRWxsLHx8fFCrVi307t0bw4YNK7HFFYiIiEjeoEGD8Pjjj+PLL7/Evn37cOHCBSQlJUGtVqNSpUq4//778dBDD6FXr14IDQ31dLgF8vHxwRdffIERI0bgq6++wpEjR3Dr1i2kp6fDx8cHNWrUQNOmTfHoo4/i8ccft3ntmDFj8MADD+DXX39FdHR0znqnJEkIDg5G06ZN0bdvXzz55JN2RbciIyOxe/duHD16FP/88w/i4+Nx9+5d6HQ61KhRAxEREXjppZfy3bDnin+LRx99FGfPnsW6deuwZ88e/Pnnn7h79y5EUURQUBDuu+8+REREoGfPnqhbt+69/4UTERFRiZRdPPLjjz/G9u3bcf36dfj4+KBBgwZ44YUX0Ldv33vK61GpVNiyZQtWrVqFTZs24e+//4YkSahSpQo6deqEV199FfXq1cPu3btd+F3JCw0NxYEDB/Dxxx9j586diImJgUajQY0aNdCjRw+MGDFC9kRoIir9hKSkJNdklxIRlTHNmjXDlStX0K9fP3z66aeeDoeIiIiIiIiIiIiIiIiIiIiIiIiIqMQQPR0AEVFJdOrUKVy5cgUA0KJFCw9HQ0RERERERERERERERERERERERERUsjARnYjKpcuXLztsu3v3LsaMGQMAUKvVePrpp90VFhERERERERERERERERERERERERFRqaD0dABERJ7Qt29fVKlSBT179sQDDzwAPz8/JCUl4bfffsPnn3+O2NhYAMD48eMRFBTk4WiJiIiIiIiIiIiIiIiIiIiIiIiIiEoWISkpSfJ0EERE7tasWTNcuXIl3z5DhgzBvHnzoFAo3BQVEREREREREREREREREREREREREVHpwER0IiqXjhw5gh9//BGHDx9GXFwcEhISoFAoUKlSJbRp0wYvvPAC2rZt6+kwiYiIiIiIiIiIiIiIiIiIiIiIiIhKJCaiExEREREREREREREREREREREREREREVGhiJ4OgIiIiIiIiIiIiIiIiIiIiIiIiIiIiIhKFyaiExEREREREREREREREREREREREREREVGhMBGdiIiIiIiIiIiIiIiIiIiIiIiIiIiIiAqFiehEREREREREREREREREREREREREREREVChMRCdyA71ej6tXr0Kv13s6FCqH+P4jIqKyhJ9r5Gl8DxIRUVnBzzTyNL4HiYioLOHnGnkS339ERFSW8HONPInvP6KiYSI6kZuYTCZPh0DlGN9/RERUlvBzjTyN70EiIior+JlGnsb3IBERlSX8XCNP4vuPiIjKEn6ukSfx/UdUeExEJyIiIioDNm/ejLFjx6JTp06oVKkSAgICsGHDBof9U1JSMGXKFDzwwAOoVKkSGjVqhHfeeQdpaWlujJqIiIiIiIiIiIiIiIiIiIiIiEorpacDICIiIqJ7N2PGDMTExCAwMBAhISGIiYlx2Dc9PR09evTAuXPn0LlzZ/Tt2xfR0dFYvHgxDh8+jJ07d0Kr1boxeiIiIiIiIiIiIiIiIiIiIiIiKm1YEZ2IiIioDFi8eDGio6Nx6dIlvPTSS/n2XbRoEc6dO4exY8fi22+/xfvvv49vv/0WY8eOxalTp7Bs2TI3RU1ERERERERERERERERERERERKVV+auILkmAIHg6ihySJOG7q5n4O8mMJoEqPF5dC6EExUdERESlQ6dOnZzqJ0kS1q1bBx8fH0yYMMGmbcKECfj888+xdu1ajB8/vhiiLH7H4gw4FGtEkFbEwDpeUCs4riIiyo+QmADlwR8h3rld6NdKKhWsdR+AudXDJer3bCJyjcspZkRey4QkAYPreaGiVuHpkIiIiIhKpRSjFRv+yUCS0YpnaulQx1/l6ZCIiIiISiWLVcKmSxn4N82C9pU16FBF4+mQiIiICOUwEV2z+F0YB4yEFFzF06EAAF4/koS1FzJy/jzsfm/MbRvguYCIiIioTLt06RJu3bqFRx55BN7e3jZt3t7eaN26NX7++Wdcv34doaGhHoqyaNZeSMfYI0mwSv/9eW+PYChEJkcSEckRL/8F3byJENJTin6Tvd/CdOIADK9OBZTlboqByLUy0gAvH09HAQA4cduIPnsSkGLKGlh9fC4Vx54KQWUvJqMTERFRKZCaBPgGeDoKAMAdvQVdd8TjUooFADD/bCq2dAlE52paD0dGREREVDBV5AaYnhhYIgqRSJKEgT/fwe7rBgDAHKTineZ+eKOJr4cjIyIionK3Sqy8EA3llCEw9hsO0yO9AVH0WCwxaWasy5WEDgCr/k7Hqw18UNu/3P3TEBERkRtcunQJAFCrVi3Z9lq1auHnn3/GpUuXnEpE1+v1Lo2vqKyShI/OpOQkoQPAqQQTtlxIwVNhrIZQlhiNRpv/J3K3svIeVFy/DP/5EyFkpN3zvVQnfoFFEJA25E1AZJKqM7RaJp2QPfWWT2F8sWScSrPsj7ScJHQASDJKmHs2FfNZPIGIiIhKAd2Cycic/DGg9vyc0NeXM3OS0AHALAEfnExhIjoRERGVCurdWyDG34LhxXEen/s9nWDKSULPtiA6FS/f740Ajedyv4iIiKgcJqIDgGDUQ7P+Eyh/2w/9yxMhVa7ukThOJZgg5blmlYBfbulR279kVMAiIiKisiUlJavqrb+/v2y7n5+fTb+CxMbGwmQyuSa4e5BgBK6ne9ld33EpCS0UpTtZlOTFxcV5OgQq50rze1BzJxZ1134E0QVJ6Nm0v+1HmsmMmO7Pl4jqOCWZSqVCWFiYp8OgEkgV9SssrR+GpX4zT4eCqAT78dPuGD3mt/VAMERERESFJMbfhGrnJph6v+DpUHAy3n5cdeaOCXf1FlTUciMvERERlXyqX7dDyEiF/pW3AZXaY3GckBlXpZslRMUb8WgoN/kRERF5UrlMRM+muHAOXlNfhvHpl2B6rC+gcO9fx129Vfb6sTgjXr7fraEQERERFUnlypU9HQIAIDPZDCDZ7vrfeg2qVw9xf0BUbIxGI+Li4hASEgK12nMTnlR+lfb3oJgQC/9Ni6BIT3X5vYNOH4R3xSCkPzOcyehERaReuwiZ0z8HlJ6dskuUmbO6nm7BtVQzavqW6+lEIiIiKiXU29fD3PYRSCEFn/hXnJIM8muBJxNM6BLKRHQiIiIqHZQnfoU2Ix36MR8AWvvCUO6QZJQfV51OYCI6ERGRp5X7lSPBZIRm8woof/sFhqETYQ2t5bZn33Uw+XQ0jlU7iYiodGrUqBFiYmJk2yIiIrBjx46cP2/YsAGjRo1yeK/IyEh06NDB5TGWd9kVz5OT7ZO2gf8qoWf3K4hWWzImdjKTDbLXL6ZYYBDV8FfzSL6yRq1Wl5j3H5VPpfE9KCQmQLdoCsTEBNl2SakCRCd/XpqMEKS8Z3wBup+3QeHjB+PTQ+4lVKJyS3HzKlR7tsLUvb/HYjBaJKSZ7f/7BoBDsQYmohMREVGpIJhM0KxbBP0bH3l0o2yyUX5cdSLeiC5MmCIiIqJSRPlHFHQfvYHM8bMBH/mTl4uTow1+p+94/uRmIiKi8o4rR/+nuPIXdO8Oh7HX8zA9MRBQqor9mY4S0a+nW3A9zYxQH/7zEBFR6ePn54cRI0bYXa9Ro4Zs/+7du6NRo0ZO96d7U7t2bQDA5cuXZduzr2f3Ky2SHCzqSciqhNCpKhf2iKicS0mC9qM3Id6+KdtsbtAc+nGzALXGqdsp/jwN7fxJEEz2G6nV36+BpNHC1GPAPYVMVF6pv1sNc5vOkCpW8sjzEx3MVwHAoVgjBtX1dmM0REREREWnPHcCihO/wtKqk8dicFS582Q8i1IRERFR6aO49Cd0H74O/YS5kCoGu/XZjtYCzyRwXEVERORp5S7T2RoYAkWqfAVQwWKGZtuXUEYdgOHlibCG31essThKRAeA47eNTEQnIqJSyd/fH5MnT3a6f48ePTBo0KBijIhyq127NqpUqYLjx48jPT0d3t7/JRKlp6fj+PHjqFmzJkJDPXtscWE5WtQDgKh4ExPRiah8S0+Fbt4EKG5elW221H0A+rEfOp2EDgCW+s2gf+0DaBdNhWAx27VrtqyEpNXB/EjvIgZNVH4JBj3UG5fDMOo9jzw/v/mqQ7Hyp9AQERERlVSaDUuQ0agloPPMZjpHc1ZR8UZYJQmiB6u1ExERERWF4uZV6D58DZkT5kGq7L71REcV0W9mWBGXYUGIl8JtsRAREZEtJ8/cLjsypyyCsWsfSPlM7ChiLkH3wQiov/4MMBbfAlt+FaaO3eaOPSIiInI9QRDw/PPPIy0tDXPnzrVpmzt3LtLS0vDCCy94KLqiczT5BGQt7BERlVv6DOgWvAXFtX9kmy0162UdparRFfrWliZtoB/xDiRBfmpBu/ZjKA/tKvR9iQhQ/bYfij+iPPLs/BLRY9IsuJZqv/mEiIioNIiMjETv3r0RHh6OkJAQNG7cGC+//DKuX78OADCZTPj+++/x6quvolWrVqhWrRpCQ0PxyCOPYNWqVbBYLIV+5qlTp/DMM8+gRo0aqFq1Kh599FFs27bN1d8a5UNMSoD62y889vxkB4noyUYJl1I4riIiIqKSzeoXIHtdTIiF7sPXIDqYdy4O+RWlOnPH5LY4iIiIyJ5HS25v3rwZR48exZkzZ3D+/HkYjUYsXbpUtirqrFmzMGfOHIf3Onv2LGrWrFnwQzU6GAe9BnOrh6FdNQfirRjZboLVCvX2DVCePAj9iHdgrVnX6e/LWfkmoscxYYqIiEono9GIDRs2IDY2Fr6+vmjevDlatGjhsH90dDTu3r0Li8WCGjVqoFOnTqhYsaIbIy4b1q5di6NHjwIAzp8/DwBYt24dDh06BABo27YtBg8eDAB4/fXXsXPnTnz88ceIjo5GkyZNcPbsWezbtw/NmzfHiBEjPPNN3IP8K6IbIUkSBFaYIqLyxmiA9uO3obj4h2yzpVoYMid8BHj5FPkRlpYdYRj2FrSfzpRt13z+ESS1FpZWnYr8DKLySrNuETKmrwJUarc+N7/5KgA4HGtATV+e4kdERKWHJEkYN24cVq9ejfDwcPTp0wc+Pj64desWDh8+jJiYGISGhuLKlSt44YUX4OPjg4ceegjdunVDSkoKdu3ahTfeeAN79uzBpk2bnJ5fOHDgAPr06QOtVounn34aPj4++OGHHzBkyBBcv34dr732WjF/55RNtXcbzO0fL5a1vvxkmiUY8tm/EBVvQl1/lfsCIiIiIiqkzLGz4DVnPMSEWLs2MSURutljkTluFqz1Ghd7LMn5zFmdTjDiseo8HZmIiMhTPLpqNGPGDMTExCAwMBAhISGIiZFPCs9twIABqFGjht11f3//Qj3bWvcBZHzwOdTfrYFq5yYIkvyARbz1L3QzX0fmO0thDQ0v1DMKkl+FqT8STUgxWuGnLndF64mIqJSLi4vDqFGjbK41b94cq1atQni4/WfpypUrbf6s0+kwadIkjB07tjjDLHOOHj2KjRs32lw7duwYjh07lvPn7ER0b29v7NixA7Nnz0ZkZCQOHjyIkJAQjB49GpMmTYJOV/iquJ6WX0X0BL0V19IsCGPCFBGVJ2YTtEveg/LP07LN1pBq0E+cD/gG3PujIrpCb8iEds1CuzZBskK7Yjr0ag0sTdve87OIyhPxVgxUu7+G6Qn7gg3FKb/5KgA4FGvEwLreboqGiIjo3q1YsQKrV6/G0KFDMWfOHCgUCpt2szmrKrWPjw/mzZuHAQMGwNv7v8+6GTNm4IknnsDu3bvx/fffo3fv3gU+02w24/XXX4coitixYwcaN85KzJk4cSIeeeQRTJ8+HU8++aTseldZ4pGCVDIEyQrNmgXInLoUEN237pZf4QQgq3jCgDpeboqGiIiIqAgqVUXm1CXQzn0TihtX7ZqFjHTo5k6AfvQ0WJq0KdZQ8htbnWZFdCIiIo/yaDbO4sWLUatWLdSoUQMLFy7EtGnTCnzNwIED0aFDB9cEoNbA2G84zC0fgubzj6C4flm2m6DPgHbp+8h4bzmgdd2E0F2940GSVcqagOpcjTv2iIio9Bg0aBDatm2LBg0awNvbGxcvXsTSpUuxefNm9OrVC0eOHIGvry8AoGbNmvjoo4/wyCOPoGrVqkhMTMSBAwfwwQcf4P3334dOp8Mrr7zi4e+o9Fi+fDmWL1/udH9/f3/MmjULs2bNKsao3CfJKOXbfjLeyER0Iio/LGZoVnwI5dljss3WipWQOXE+pIBAlz3S3PlJGAx6aDbZfxYJFgu0S96FfvwcWBo0d9kzicoD9ffrYG77KKTAELc9s6CK6IdiDW6KhIiI6N5lZmZizpw5CAsLw+zZs+2S0AFAqcyaL6hatSqGDh1q1+7t7Y1Ro0Zh6NChOHz4sFOJ6AcOHMCVK1cwaNCgnCR0IGs+Zvz48Rg5ciQ2btyISZMmFf2bKwU8VZBKUqiQt2694tKfUP66HeaHezl9n3uV7EQiOhEREVFJJ1UIQuaUT6Bb8BYUl87btQtGA7SL3oZh2GSY2z5abHHktxZ4NoHjKiIiIk/yaLntTp06lYhqD9bw+5E5bSUMvV+EJDMJCQDizWvQrF4ASPknOTn9TElCYgETUEfjOFAiIqLS5a233kLHjh0RHBwMLy8vNG7cGCtXrsSzzz6LmJgYrFmzJqdv+/btMXz4cNSuXRs6nQ5Vq1ZF//798c0330Cr1WL27Nk5FamICpJfRXSAC3tEVI5YrdB8MReqE7/IN/tXQOakBZCCKrv80aZuz8LQ+0XZNsFkgvbjKRD/+d3lzyUqKyyhteyuCUY9NF8tdWscBSWi/5tmwbVUjtOJiKh02LdvH5KSktCjRw9YLBb88MMPWLhwIb744gtcvixfnEiOSqUCANlEdjmHDh0CAHTu3Nmu7ZFHHgEAHD582Onnl1aLFy9GdHQ0Ll26hJdeesmp1wwcOBCTJ0+2+19AQIDTzzV1eVr2umbLpxBSEp2+z70qaL7qj7smZJjz70NERERUIvj4IXPiPJgbtpBtFiwWaFZ+CNVP24rl8QaLhAyz43yt2EwrbmVYiuXZREREVDCPJqIXxZEjR/Dxxx/jk08+wfbt25GWluaaGytVMD31IjLf/xSWsHqyXVRHf4Jy/w8ueVyKUYK1gJz2Y3GsMEVERGXDkCFDAADHjx8vsG/9+vXRpk0bJCYm4u+//y7u0KiMKOio45PxPJKPiMoBSYJ6/SdQHdot3+ztB/3E+ZAqhxZbCKbeL8D4eD/ZNsGgh27BJIhXLxTb84lKM0M/+dOAlFEHoIgueBztKncLSJgCgMOsik5ERKXEmTNnAGQlkEdERGDw4MGYNm0axo8fjxYtWmDq1KlO3Wf9+vUA5BPL5Vy6dAkAULt2bbu2kJAQ+Pj4FCoRvrTyVEEqU9c+sFaqanddyEiDetMKt8VR0HyVWQLO3uGcFREREZUSWi/ox82EqWUn2WZBkqBZtwiqnZtc/uiCNvgBwGlWRSciIvIYpacDKKxZs2bZ/Nnf3x+zZ8/GgAEDnHq9Xq/Pv0Olash4cx78570JlcziuGbDEmRWqwVLzbpOxyznVmrBO/Gi4o1IzciESsx7gCCVNkaj0eb/idyJ7z9yBa1We0+vDwwMBABkZGQUS3+igo46PnvXCKNFglrBcRURlVGSBPWWlVD//J18s84bmRPmwipTcdmlBAHG/iMgGPRQyWzkFjLSoZv7JkztugAo5p/JCgWsNevB3LoTIDpXuZLIk6Ra98PUsQdUv+6wa9OsW4SMD78E1Jpij6OgiugAcDjOiIF1vYs9FiIionuVkJAAAFi6dCmaNGmCffv2oV69eoiOjsbYsWOxZMkShIeH4+WXX3Z4j9WrV2Pv3r146KGH0LVrV6eem5KSAgDw8/OTbff19c3pQ7aOHDmCkydPQhRF1KpVC506dYKPj0/hbqLWwDB4LHTzJto1qQ7vhrnD47DUb+aiiB1LNhZ8ynJUvBFtQ4p/jEdERETkEio1DCPfAdb4QvVLpGwX9ZaVMDdtC6lqTZc9tqANfgBwOsGE7jV0LnsmEREROa/UJKI/8MADWLJkCdq3b4/KlSsjLi4Ou3fvxsyZMzFy5Ej4+/uje/fuBd4nNjYWJlPB1QXinhiC+z6fDqXeNgFOMJvgtWwa/n55Kiy6oi+4/ZUqAsg/qS/TAvz810009OWxfGVFXFycp0OgcozvPyoqlUqFsLCwe7pHVFQUADhVAcliseD06dMAgOrVq9/Tc6n8SDbkv7BnsAC/3zWhebDaTREREbmX6od1UDuoNCOptcgcPwvW8PvcE4wgwDB4LGDQQ3Vkj31zWgrUe75xTywAzAd3Qv/6h4Dm3jbWEbmD4ZlhUEYdhJBum5gm3r4J1Y+bYXpycLHH4ExF9EO3WBGdiIhKB6s163NNrVZjw4YNqFKlCgCgXbt2WL16Ndq3b48lS5Y4TETftWsXJkyYgOrVq+PTTz91W9zl2b0WpMpmadQKppadoDrxi12bZu3HyJj+OaBU3UuoBXKmcmdUPAvIEBERUSkjKmB4cTwkHz+ot2+waxYkCcrfT8DkykR0J8ZVZ+9wXEVEROQppSYRvWfPnjZ/rlmzJoYPH4777rsPvXv3xowZM5xKRK9cubJzD6xeHekvT4L/0vfsmjRJCbjvp01IHfEeIBStgtvfN40AUgvs969YEY9X54690s5oNCIuLg4hISFQq5kAR+7F9x+5y4ULFxAaGgovLy+76++//z4AoG/fvjnXz5w5g6ZNm9r0tVgseP/993H58mV06NDB+c9tKvecqYQQFW9kIjoRlUmqXVug+fYL2TZJqYJ+7AxY6zV2b1CiCMPQiRCMeiijDrj32Xko/zgJ7eJ3oX99BqDi5wCVcL4BMDwzDNrV8+2a1JHrYW7XBVJwlWINIVFf8LjqWpoF/6aZUcOn1EwtEhFROZVdkbxp06Y5SejZGjRogLCwMFy+fBlJSUkICAiwad+zZw9eeOEFVKpUCZGRkYWap8p+rqOq56mpqXbPK+9cVZAK+O90ZGOfoQiIPg7RkGnTLt68BiFyAzK79Xf595FbQkbByVBRt40Fn+ZMpQJPpyVP4vuPXOFeT0emckYQYHxmGCRvX2g2r7Bvjr3u0sclOXHSzOkEEyRJglDEPC4iIiIqulK/WtSxY0eEh4fj/PnzSElJcXjMYbZCDZ5bdYTx6gCod2y0a9KcPQbs/x6m7kWbpEqzOlflPOquFWM44C8z1Go1f4Ejj+H7j4rbN998g2XLlqFdu3aoXr06vLy8cPHiRezduxcmkwnjx49HRERETv9OnTqhYcOGaNiwIapWrYrExEQcPnwYFy9eRLVq1bB48WIPfjdUmpisEtLNThx1nGDEcDfEQ0TkTsr9kdBsXCbbJikU0I+eBkvDFm6O6v8USuhHvAPtoqlQRh/3TAz/pzz3G7TLp0M/6j1AUeqnQqiMM3fsDsuvO6C48pfNdcFkhGb9YujHzSzW5yc6scEPAA7HGlGjDv97IiKikq1u3boAsqpqy8m+njcRePfu3Rg8eDACAwMRGRlZ6NMCa9euDQC4dOmSXSGGuLg4pKWloXnz5oW6Z1nnqoJUgO3pyBkdeyF0z2a7PrrtX+FqtXowVgi+9+AduHFHBSD/qus3Mqw4dfE6gjUFz21R6cDTacmT+P6jonLF6chUPpm694dq91aISQk218W4Gy59jjMFqeL1VtxItyCUhROIiIjcrkx8+gYGBuLy5cvIzMwsMBG9sIx9Xobi4nko/j5r16b++lNYajeA9b7CV5Zz5phjADh228gde0REVCp06NABFy5cQHR0NI4ePYqMjAwEBgaiS5cuGDp0KDp37mzTf/To0YiKisIvv/yCxMREqNVqhIeH480338To0aNZFYqc5sxxfABwkkcdE1EZozyyF5o1C2TbJEGA4ZW3YWnWzs1R5aFUQf/aB9DOnwTlX2c8G8rJg9B8NhuG4VMAUfRoLET5EhUwvDAWumkjIEi2CUnKM0egOH2k2P7bliTJ6TmrQ7EGDKjjVXBHIiIiD+rQoQOArBP78jKZTLh8+TK8vb0RFBSUcz07Cb1ChQqIjIxErVq1Cv3ciIgILFiwAPv27UOfPn1s2n7++eecPlSwwhakAvKcjlx1MMx/RkEZc8mmj2g2ou6B75AyalqRTz8uiOVGGgBDgf1iNcFoXl1TLDGQ+/B0WvIkvv+IyJOkytUAu0R0F1dEd3K+6vQdExPRiYiIPKDUf/qmp6fjr7/+gre3NwIDA13/AIUS+pHvQvfOUIgpiTZNgtUK7bIPkDn9M0h+FQp1W2cX9W5nWnE11YJwv1L/T0VERGVc+/bt0b59e6f7z5gxoxijofLEmSoIAHApxYJEgxUVNEw+JKLSTxF1EJrPZtklqWYzvDQB5tadZdvcTq2BfvwsaDYuh/K3XyCkp3gsFNXRnwCNDoYXxxdbsgmRK1jD74e5U0+o9v9g16bZsBgZDR8E1K5PVsowSzBYnOt7OLbgpCoiIiJPCw8PR+fOnbFv3z6sXbsWgwcPzmlbuHAhkpOT0a9fPyiVWWswe/fuxeDBgxEQEIDIyMicyuaOmEwmXLlyBSqVCuHh4TnXO3bsiLCwMGzduhWvvPIKGjfOKmiUnJyMBQsWQK1Wo3//op24Wx4VtiBV3pNBjUPegGL6KLvfn9TnfoP3H1GwtOjg0nizpVrSneoXnQw8XZenmZYVPJ2WPInvPyLyBGtIKBR/2Rb3FBLiALMJUOZ/OoyznF0LPJtgQs+aOpc8k4iIiJxXKrKbU1NTERcXhzp16thcz8zMxOuvv47U1FQMGjQoZ6LQ1aSAQBhGvAPtR29CkGwHN2JSAjTLp0M/YS4gKpy+p7O79QDgaJyBiehEREREDiQZnD+6+GS8EY+GciKeiEo3RfRxaJdNg2CV/73S8NwYmB9y7sh6t/l/8rfhxfFueZx47R/oZo+FkGGf+KH6JRKSRgvjgJFMRqcSzdB3KJRRv0JITba5Lsbfgnr7VzA+PcTlz0x0MF8lCoA1z5DraqoFMWlmVGeVKSIiKuHmz5+Prl27YsyYMdixYwfq1q2L6OhoHDhwANWrV8f06dMBZFVNf+6552AwGNC+fXts3brV7l41atTAoEGDcv588+ZNtGrVCtWrV8e5c+dyriuVSnzyySfo06cPevTogaeffho+Pj744YcfEBMTg+nTp6NmzZrF/82XAa4oSGWt3QDmTk9AtT/Srk2z4RNkPPAgoHX9SS/JTiZMneApfkRERFSKWUOq2V0TJCuE+FuQqtRwyTMczVnldfoOx1VERESe4NGVorVr1+Lo0aMAgPPnzwMA1q1bh0OHDgEA2rZti8GDB+Pu3bto2bIlmjdvjnr16iEkJAS3b9/Gr7/+ihs3bqBBgwY5E4XFxdKgOYxPD4Hmm1V2bcrzp6D+bm2hFgDlKqKrRUBuTurYbSMG1vUuVLxERERE5YWzVRAAIIqJ6ERUyol/nYH2k3cgWMyy7Ya+w2Dq8rSboyp5rDXrIvONj6D76A0IBr1du3r314DWq1gSeYlcxscPhn6vQLvqI7sm1c6vYIroAikk1KWPdHSCX9sQNQ7H2i/kHY41on8dJqITEVHJFh4ejv3792PmzJn4+eefsW/fPoSEhGDYsGGYOHEigoODAQBxcXEwGLJO/Pjmm29k7xUREWGTiJ6fhx56CLt27cKsWbOwbds2mEwmNGjQANOmTcPTT3PMnps7ClIZnhkORdRBiKlJNtfFu/FQf7cGxv4jinxvR5wtSnUmwQSLVYJC5EZZIiIiKn2sDuanxLjrsLgoEd3ZcdXpBBMkSYLAAiRERERu5dGVoqNHj2Ljxo02144dO4Zjx47l/Hnw4MGoUKEChg4dipMnT2Lv3r1ISkqCTqdDvXr18Morr2DYsGHQ6Yr/aBXTE4Og+Od3KKOP27WpflgLS90HYGnU0ql7yS3s1fRVwmCR8G+a7RnIx+O4Y4+IiIjIkcKcNBPFClNEVIqJl/6EbuFkCCb5n2XGns/B1NO5pJjywFqnIfTjZkE7f5Ls35n6+zWQNFqYegzwQHREzjG3fxyWX3dAcfEPm+uCyQTN+sXQj5/t0sr+iQ5OmulZUyebiH4o1oD+dVxfPZSIiMjVQkNDsWzZsnz7dOjQAUlJSYW6b82aNfN9zYMPPihbWb28KFEFqbx9Yew/AtrPZtk1qXZ/DXPEY7BWr3Vvz8gj2ejcKX7pZgl/JpnxQEWVS59PRERE5A6OCiWIsTdgkW0pvCQnx1V3DVb8m2ZBTV8WTiAiInInj37yLl++HMuXLy+wn5+fH+bOneuGiAogitC/MgVe7wyDePe2TZMgSdCunIGMDz6DVLFSgbe6q7dPmKqoEVHTV4F/0zJtrv+dbMYdvQWBWsW9xU9ERERUBjmqiF5JJ+J2pm3byQQjKyEQUakk/nsRunkTIOgzZduNXfrA2OdlN0dV8lnqN4P+tQ+gXTRVtoq8ZstKSFodzI/0dn9wRM4QRRgGj4XuvVcgSLbjGmX0cSh/3QFzpydc9jhHxxw3qqhCmK8CV1Ntlw8PxRpc9mwiIiIqe0paQSpzRFdYDu6E4q+zNtcFqxWaz2Yhc/IiQOe6TXbJMnNWcvNVQFbxBCaiExERUWlkrVRV9roYd91lz5AbVzly5o6JiehERERuJno6gFLHxx/6Ue9BUtgPWoTUZGiXfgCY5Y9Iz02uInoFjYi2lTSy/Y/fZvVOIiIiIjmOKqI/Uk1rdy3RIOFyiqvqLxARuYdw8xq0H70JISNNtt30UHcYB45yaVXkssTSpA30I6ZCEuSnQLRrP4by0C43R0XFYfPmzRg7diw6deqESpUqISAgABs2bLDrZzKZ8P333+PVV19Fq1atUK1aNYSGhuKRRx7BqlWrYLEUbqzQqFEjBAQEyP6vR48e9/x9WWvWhenR3rJt2i/nQb31c8Dq/GJcfuTmq4Cs4gkRle3nrK6mWnA9reB5MCIiIiqfli9fjqSkJIf/yy5WlV2Qat++fbh48SISEhIQExODn3/+GWPGjHHdqciCAP0L42XX+BTX/oH2k6mAgxOoCstslZBqsq/c+XBV+XVAnuJHREREBXF27gsAZs2a5XC+KiAgANeuXXNdYBotrBWD7S4LLkxEl1sLrOYlX8zzTALHVURERO7GLWBFYK3TEMb+r0KzYYldm+Li71B//SmMA0bmew+5ClMVNSJah6hl+x+PM6J7DRdNtBERERGVIY6O43ukmgYbL2bYXY9KMKK2P4fBRFQ6CPG3oPvoDYipSbLtptadYRjyBiByn3l+LC07wTDUAO1ns2TbNZ9/BEmjhaVlJ/cGRi41Y8YMxMTEIDAwECEhIYiJiZHtd+XKFbzwwgvw8fHBQw89hG7duiElJQW7du3CG2+8gT179mDTpk2FOkHFz88PI0aMsLteo0aNIn8/uRmfGgLlb/shJifatakj10O8eQ364ZMB7b1V8HRUEb2CRkT7yhps+Md+bHU4zohnfTi2IiIiotJBqloTpm7PQr3dPmlLef4UtCtmQD/qPUC8t1OKHVXtrOWnRC1fBS7nOWnmJBPRiYiIqADOzn3lNmDAANn5KX9/f5fGZg0JhXg33uaaKyuiy52O3CxIhdRYK1LyrBOevmNy2XOJiIjIOVwlKiJTlz5Q/B0NZdQBuzb1ri2w1G0ES4sOsq81WCSkm+0TpipqRNwfoIS/WkBynoHSMVZEJ6KyymiAeOVvCEb3HOku+QXAWqMOK4YSlSFyC3teSgFtQxxXmHq2tuuOWSYiKi7C3Xjo5oyHmJgg225uFgHD8Cn3nCBRXpjbPwa9QQ/t2oV2bYJkhXb5dOhVGliatvVAdOQKixcvRq1atVCjRg0sXLgQ06ZNk+3n4+ODefPmYcCAAfD29s65PmPGDDzxxBPYvXs3vv/+e/Tu3dvpZ/v7+2Py5Mn3+i045u0L47MjoP10pmyz8uRB6D68Cf3rH0IKqlzkxziqiF5BIyKisnzxhEO3DBxbERERUali7PU8lFEHIMbaJ28pow5As+ZjGF4cf09zyHnX+bIFqEW0CFbjcmqmzfW/ksxIMVrhp+YmYyIiIpLn7NxXbgMHDkSHDvK5S64kVaoG/Hna5ppw53bWaTMq+Tmlwkgy2I+tKmhENA1U48At2zyDMwlGSJJUqCITREREdG+YiF5UggD9yxPhFXMJYtwNu2bt57ORUaM2pEpV7dryW9QTBQFtKqmx+7rtQOl0ghF6swStkgMlIiojjAaof1gH1Z6tEAx6tz7aWjEYxv4jYW7ViQnpRGWA3HF8AWoB1bwVqOIl4laGbTsrTBFRaSCkJGZVQo+/JdtubtgC+pHvAkr+Wl8Y5keehMGQCc3mFXZtgsUC7ZJ3oR8/B5YGzT0QHd2rTp06OdWvatWqGDp0qN11b29vjBo1CkOHDsXhw4cLlYjuDuZ2XWC8cRXqHV/Jtiv+vQTdtBHQj5kOa90HivQMuTkrb6UAjUJADR8lavoocC3NtnrnoVj3bComIiIichmNFplvzIFuxmiIyXftmlW/RELy9Yexr/2Y0Vly81UA4P//RPQtl20T0SVkrQV2rKot8jOJiIiobHN27ssTrJVD7a4JkgQh/hakqjXv6d4Gi4RMi30ieoBGREWNaJeInmSUcC3NgjBfzp0TERG5C7fV3wsvH+hHT4Mks3tPyEyHatcW2Zfd1ctPPlXUZP1ztJap3mm0AqfvMGmKiMoG8eIf8HpvONSR692ehA4A4t14aJdNg3bxuxCS7rj9+UTkWnLH8QX8v3rUg0H247Rzd03Qy5xOQ0RUYqSnQjv3TYi3/pVtttRrBP3r0wG1/MkPlD9T9/4w9n5Btk0wmaD9eArEi3+4OSoqKVQqFQBAoSjcSQNGoxEbNmzA/Pnz8emnnyIqKsr1wQkCjP2GQ//SBEgK+YU0MSURutnjoDz4Y5EekSiTMFVB89/0Yfsq9j93rqRacCPdYnediIiIqCSTKlWF/s25kLy8ZdvVkesdrvM5Q26+CgACNAJaBMtXBT0Rbyry84iIiIjkHDlyBB9//DE++eQTbN++HWlpacXyHGtINdnrYuz1e763ow1+AWoRzWTWAYGsDX5ERESlRWRkJHr37o3w8HCEhISgcePGePnll3H9uuPP0atXr6JatWoICAjAuHHj3BitPG7/ukfWGnVgGDwW2lUf2bUpTx+BcfBYu+uOKqJX1GYt7LWpJD9QOhZnRFuZJHUiolLDoIf62y+g2v01BMnzSaDKkweh+OsMDANHwxzRldXRiUqpJJmjjv3/nzDVIliN7f/abngxWYHou0a0qsRxFRGVQBYzdB+/DcW/l+Sbw+9D5rhZgEbn5sDKFmPvFwF9JtQyiSWCQQ/d/InIfOtjWGvWdX9w5FHr168HAHTu3LlQr4uLi8OoUaNsrjVv3hyrVq1CeHi4U/fQ653cpNv6EegrVILfyhkQ05LtmgWzCdrP5yDj2kVkPP0SIDqfVH8n02x3rYL6v9haVRSwQeZ1v8SkoU8Yx1aljdFotPl/Infje5BcQatl9WgqOmuN2sgcNwu6uRMgGO1PedFsXAbJxx/m9o8V+t7JjhLR1SIeqKiCRgEY8uzli+IpfkRERORis2bNsvmzv78/Zs+ejQEDBjj1emfnqxQVgiE3Y229cRX6Bg86dQ9HYlPt56sAwFu0oL6vfP3VE7GZ6FaFtVlLK84XkCfx/Ueu4Ox8lSRJGDduHFavXo3w8HD06dMHPj4+uHXrFg4fPoyYmBiEhtqfOmK1WjFixAhXh31PmIjuAuaHusN88iCUZ47aXBdSEwFJsktsdJSInl1hqlmQGioxK0kqt2O3+QOOiEov8a8z0K76COLtm54OxYaQngrtZ7NgPr4PhhffgBRYydMhEVEhyVVCyKmI7qDCVFS8iYnoRFQiKQ/vheJCtGybJTQcmW9+BHj5uDmqMkgQYOw/AoIhE6r9kfbNGenQzX0TGZMXQaoW5v74yCNWr16NvXv34qGHHkLXrl2dft2gQYPQtm1bNGjQAN7e3rh48SKWLl2KzZs3o1evXjhy5Ah8fX0LvE9sbCxMJierYOoCoH5hEmptWQpd/A3ZLl57v4HpygVcfWoYrE5uXrmdrkXeAxS1ViNiYmIAAGEWAZBZVtxzOQmtFJy3Kq3i4uI8HQKVc3wPUlGpVCqEhYV5Ogwq5az1GkM/ehq0i96GYLE/5UWzag4kb19YmrUr1H2TDPKFWPzVItQKAU0qqvFbnsTzk/FGSJIEgQVTiIiI6B498MADWLJkCdq3b4/KlSsjLi4Ou3fvxsyZMzFy5Ej4+/uje/fuBd7H2fkqwWxFAAQIsB0DZV7+O2deqaj+SREB2Cf0WVLvQtBY4KfUIcVsO3767VY6YoLu3tNzyfM4X0CexPcfFVVh5qtWrFiB1atXY+jQoZgzZ47dab1ms/xmrKVLl+LEiRP44IMPMGXKlHsN2SWYiO4i1mphQN5EdJMJMOrtKtXJHXMMABX/n4iuUwpoFmg/AXU8zgCrJEHkBBQRlSaZGdBsWQnVvu89HUm+lNHHoZjyIgz9R8Dc6QlWRycqReQqTAXkbPBTQRQAa561v5OsMEVEJZHVAvWOr+SbQkKhnzAP8PF3c1BlmCDAMHgcYNBDdWSvfXNqMnQfvYHMKZ9AcnC0LJUdu3btwoQJE1C9enV8+umnhXrtW2+9ZfPnxo0bY+XKlQCAzZs3Y82aNRg9enSB96lcuXKhnovq1ZFRbzHEVXOgiT4u28X/4jk0XD8PKaPehzW4aoG3TDtxF8izYFjFX4fq1bM27FYHUP3PRMSk246/otPVqF49pHDxk8cZjUbExcUhJCQEarX8Bk6i4sT3IBGVFJYmbWAY+ha0Kz+0axOsVmiXvo/MN+fCen8Tp++Z5Kgiuia7eILKbh0wXm/FtTQLwny5fEtERET3pmfPnjZ/rlmzJoYPH4777rsPvXv3xowZM5xKRC/MfJW1YjAUd2/bXPNLT0H16tWdvoecP28YAaTaXa9VJQg1qqjR7FIKfo21TZa/kKFEtdBg5leVUpwvIE/i+4/cJTMzE3PmzEFYWBhmz55tl4QOAEql/fzAhQsX8OGHH2LcuHFo1KiRO0J1CmcyXERykAwgpKVCKmQiOgC0CbFPRE8ySvg7yYz6FVT3GC0RkXsozp2A5st5EO/kv1PQUrMejL2eB4p5ECfcuQ3NN59DSLU/vh4ABH0GtKvnw/zbfhiGvAmpUsGJGkTkWWarhFSTfYWpAHXWxJKPSkT9ACX+SLTdKcqjjomoJFJEHYQYa18dxlqxEjInzYcUEOiBqMo4UYRh6CQIBj2UJw/aNyfdge6j8cicspgn55Rhe/bswQsvvIBKlSohMjKy8AnhDgwZMgSbN2/G8ePHnUpEd/aoxjwvgmncTAhbVzncyKK89S8qzBoL/WvTYKnfzOGtJElCktF+XBXspbKJrUMVLb66mGHT50qaFXctKlT1tp8opZJPrVYX7f1H5CJ8DxJRSWBu1wWGtBRoNiy2axNMRug+noLMyR/DWrOuU/eTK5wAAP7/n7NqEawGkG7XfjLeyER0IiIiKjYdO3ZEeHg4zp8/j5SUFPj5+eXbvzC/q0mVQ4E8iejK+Jv3/PtehiQ/rqrko4VWq8aDlQx2iegpJgm3jCrU9ue4qjTjfAF5Et9/VNz27duHpKQkDBo0CBaLBTt37sSlS5fg7++PTp06oVatWnavsVgsGDFiBGrVqoUJEybg+HH5IkWewE9cF5G85Y9YFtKS7Rar7zqRiN66knwy5vHbRiaiE1HJl54KzablUB3YmW83SamC8akXYer2LKBwz0eS+cEO0Kz/BKrj+xz2UZ4/BcXbL8H4zDCYHn0KEEWHfYnIsxwt6gXkGle1CFbbJaJfS7MgQW9BkJbJUkRUQkgS1JHrZZuMz74CKZCVhouNQgn9iHegXTQVynO/2TWLCXHQzRmPzCmLuBmgDNq9ezcGDx6MwMBAREZGOn1cojMCA7PeLxkZGQX0vEeiAsZ+w2GtFgbNF3MhmO2PSxbSU6Cd+yYMz4+F+eGeMjfJWqCz2Oeho4La9veh9pXVdonoAHA41oBnansV7XsgIirHhJREiBf/gGAweDoUl5N0XrDc1xjQeXs6FCKnmLr2gZCWDPX3a+3ahMx0aOdNRObUxZBCQgu8V5LMWqBaBHSK3Ino9k7EG9GnFsdUREREVHwCAwNx+fJlZGZmFpiIXhhSSDXg/Cmba+Ld24DRAKg1Rb6vw5Nm/j9n1SRQflx1+o6RiehERFRinTlzBgCgUCgQERGBixcv5rSJooiRI0dixowZNq9ZsGABzp49i59++qnEVeznJ66LSD7ygzMh3f54GLlEdC+lAK3yvyNhWofIv1GOxhnw4n2ctCWikktx6jA0axZATLqTbz9L7QbQD50EqWpNN0X2f34BMIx8F+bWD0OzZiHE5Luy3QSjHpoNi6H8bT/0L0+EVKWGe+MkIqckGWSypfDf5BMAPBisxpoL9slSUfFGPF5dZ3ediMgTFNG/QfHvRbvr1pBqMLfq5P6AyhuVGvrXPoBuwSQo/jpr1yzGXYd27pvInPwx4OBENCp9spPQK1SogMjISNnqEvciKioKAFCjhnt+lzBHdIU1pBq0n0yFmJxo1y5YLNCung9DSiJMTw62a3d0gl8FrW0iekRl+YXDQ0xEJyIqNOWh3dCsXQjBoPd0KMVG8vWHfvgUWBq39nQoRE4xPjUEQmoyVPu+t2sTUxKh++hNZE5dAqlCUL73kTtpJkAjQhCy1gJr+CgQrBURr7cdg53kKX5ERERUjNLT0/HXX3/B29s7p4iCq1gdbNYTb9+ENTS8yPeV2+AHABU0WeOqZkHyxTxPJ5jQ17XTfURERC6TkJAAAFi6dCmaNGmCffv2oV69eoiOjsbYsWOxZMkShIeH4+WXXwYAnDt3Dh999BHGjBmDpk2bejByeUxEdxHJ0UJ0Wordpbt6+0FS7mroABCkVaCevxIXkm2rdx6/zQkoIiqhUpOgWb8YqmM/59tNUmtg7DsUpi5PA6LnKhFbHuyAjPubQvPVUqgO7XLYT/HP7/B652WYOvUCvH2KPS5J5wNzo5aQqoUV+7OIygKHVRDyVESXE3XbxER0Iiox1NsdVEPvPsCjY6ZyRaNF5thZ0M19A4pLf9o1K65fgW7eRGROWsCqnmXA3r17MXjwYAQEBCAyMhK1a9fOt7/JZMKVK1egUqkQHv7fwtmFCxcQGhoKLy/bBOwLFy7g/fffBwD07dvX5fE7Yq3TEJnvrYR20dtQXPtHto/m2y9gbtcFUnAVm+ty81WA/ZxVTV8lqvsoEJNmsbl+KLbsVfIlIio2VgvUX38G9c5Nno6k2AmpydAumAzjgBEwde0LCELBLyLyJEGA4fkxQHoKVMf32zWLCbHQzpuAzCmfAA5OSwbkT/Hzz1U4QRAEPBisxq4Y240o0XdNMFgkaBT8b4WIiIiKJjU1FXFxcahTp47N9czMTLz++utITU3FoEGDoFS6NmXMUSK6EHcduJdEdAdrgdljq+reCgRqRNzJk7B+5g7zq4iIqOSyWrM+t9RqNTZs2IAqVbLWbNq1a4fVq1ejffv2WLJkCV5++WUYjUaMGDECtWrVwqRJkzwZtkNMRHcVB5NNQlqy3TW5ClMV8izqAUDrSmq7RPSrqRbcyrCgihcTEYiohJAkKH/7Bep1iyCmJuXb1Xx/UxhempB1LFdJ4O0Lw7C3sqqjfzk/62gwGYLJBPXeb9wWlmYjYGr7KAyDRgO+AW57rkPxsUBwZU9HQSTL8eTTf4t19/kr4aMUkGa2rUQVlcAJKCIqGcS/o6G4cM7uujUgCOaIrh6IqBzTeSHzjY+gmz0Win8v2TUrrvwN3YK3kPnmR4CGm5lKmrVr1+Lo0aMAgPPnzwMA1q1bh0OHDgEA2rZti8GDB+PChQt47rnnYDAY0L59e2zdutXuXjVq1MCgQYNy/nzz5k20atUK1atXx7lz//33+s0332DZsmVo164dqlevDi8vL1y8eBF79+6FyWTC+PHjERERUZzfth0psBIy3/4E2k9nQRl1QLaP4uJ5mPMkoic6GFdlV5fKrX1lDTZetD1x5lKKBTfTLajqzTkrIqJ8ZaZDu3w6lGePeToStxEkKzRfLYV44yoMg8cCSvmKhUQlhqiAYfgUCOlpUP5+wq5Zcf0KdAsmI3PiXIe/F8jNWQWobcdVLWUS0Q0W4Pe7JjzooLACERERlV/Ozn3dvXsXLVu2RPPmzVGvXj2EhITg9u3b+PXXX3Hjxg00aNAA06dPd3l81soOKqLH3YBFtsU5chXR/VQCFGLW2EoQBDQLUuGnG7ZFEs4mmGCVJIjcDEtERCWQn58fAKBp06Y5SejZGjRogLCwMFy+fBlJSUlYsWIFzp8/jz179kCjkT+11tOYiO4iko+f7HUhPdXu2l2ZQVLe6lIA0CZEjXX/ZNhdPx5nRO9wLngTkecJSXegWfsxlCcP5ttP0upgePZVmDv1BET7n3eeZmncGhkzv4Rm80qo9v/g6XAAAKqjP0HxexQMg8fC0rKjZ6pFWS1Q/bQNqh+/RsbCze5/PpETHB3HF5CrwpRCzJqAOhhrm3h+Kt7ICSgiKhHUkfLV0E3dngVUTD5wO29f6CfMg27mGIi3YuyaFRfOQbvoHejHzeS/Twlz9OhRbNy40ebasWPHcOzYf4l+gwcPRlxcHAyGrIWpb76R33AaERFhk4juSIcOHXDhwgVER0fj6NGjyMjIQGBgILp06YKhQ4eic+fO9/Ad3QONDvpR70P97ReyP2MEmU3EzlZEB4D2ldV2iegAcDjWgGdqe9ldJyKiLMLtm9AunALFzaueDsUjVL/ugHgrBpmvfQD4BXg6HKL8KVXQvzYNuo8cnJh08Xdol06DfuxM2TlvuTmr3PNVANAiWH5TRlS8kYnoREREZMfZua8KFSpg6NChOHnyJPbu3YukpCTodDrUq1cPr7zyCoYNGwadzvU5R1JwFUiCCEGyHQeJsdfv6b5JRsnumn+e+aqmgWq7RPQ0s4SLyWbUC+BGWCIiKnnq1q0LAPD395dtz76u1+sRHR0Nq9WKRx99VLbvl19+iS+//BLdu3fHV199VTwBF4CJ6C7iMBE9LcXumtOJ6JXkdy8cu21gIjoReZYkQXl4DzRfLZHdcJObuVFLGIa8CSkwxE3BFZHOG4YXx2dVR181F2L8TU9HBDE1Cbql78P8YAcYBo+FFBDotmcLN69Bu2ouFBd/h+QrP+ghKgmSZSafACBAk3dhT22XiJ5ikvBPshn3cQKKiDxIvHoBynO/2V2XfPxg6tTDAxERAEh+FZA5cUFWMnr8Lbt25R9R0C6bBv2oaYCLj7Clolu+fDmWL19eYL8OHTogKSmpUPeuWbOm7Gvat2+P9u3bF+pebiOKMD7+jHwiupPzVYD8KX7tK8vPWTERnYjIMcWfp6Fd8p7sz+DyRHEhGl7TXoV+7ExYq9fydDhE+dN6IXP8bOg+fF12A4ny7DEoog7A0qqTXZvcnFXehKlmQWoIAPL2PBnPU/yIiIjInrNzX35+fpg7d64bIspDpYYUWAlCQqzNZSHuHhPRndjg1zRIfq3v9B0TE9GJiKhE6tChAwDgwoULdm0mkwmXL1+Gt7c3goKC8PDDDyMw0D5nLC4uDnv27EG9evXQunVrNG7cuNjjdoSrpa6iVEHS6iDoM20u551UliQJiTKDJLlFvVp+CgRrRcTnqUh1LI4TUETkOcKd29Csng9l9PF8+0lePjAMHAVz+8c9U827iCz1myHjw1VQb10F1d5vIEjySa7upDx5EIq/zsAwcDTMEV2L9+/TYoZq1xaot30JwWQqvucQuYjcMceAXIUp+SpSUfFGJqITkUept2+QvW7s2hfQMpnTk6SKwcictAC6D1+DmJhg1648dRiaz2fDMHwyICo8ECGRE7x8ZCtRIS3ZrqvcfBUgXzyhpq8Sod4KXE+3PVj5UCznrIiI5Cj3R0Kz7mMIFvkD6SWlCoZBo2ENu8/NkRUfxbnfsuaXZObWxIRY6GaMgv7Vd2Bp1s4D0REVgo8/9BPmQvfhaIgJcXbNigvn7BLRJUlCssycVd75Kj+1iPsDlPgzyWxz/QQT0YmIiKiUsoaEQsyTiC7eayK67LjKdr28WZD8OuCZBCOeZdEEIiIqgcLDw9G5c2fs27cPa9euxeDBg3PaFi5ciOTkZPTr1w9KpRLDhg2TvcfBgwexZ88eREREYOHChe4KXRYT0V1I8vYrMBE92SjBIpPTKLeoJwgC2oSoEXlNb3P93F0T0kxW+KjsX0NEVGwkCcpftkOzaTkEvf0R7LmZm0XA8MI4SBWC3BSci2l0MA4aDXOrTlB/twaKv85AMHs2KVtIT4X2s1kwH98Hw4tvQAqs5PJniDGXofl8NhRX7XfbEZVUclUQAOcT0U/GmzCorsvDIiJyinDzGhRRB+yuS1odTI8+5YGIKC8puAoyJ86HbubrEFOT7NpVR38C1BoYhrxZqjZfUjkiKgBvHyDP/FRhKqLnHVdla19ZjU2XbOfBLqaYcSvDgipe3JxBRAQAsJih3rgM6r3fOuxi9asA/eszYK3T0I2BFT9rrfthrV4L2hUzIBj0du2CPhPaRW/D+MxwmLr351iKSjSpYjAyJ8yD19SXIZhsk8QFmd8TUk3ya4Fy46oHg9V2iehXUi24o7cgUMsxFRERlUyRkZFYtWoVzp49i4yMDISEhKBly5aYNm0aQkNDAQDR0dH47rvvcObMGZw9exZ37txBREQEduzY4eHoqThJIdWAP6JsromJCYBBD2i0RbqnbEX0PDlWVb1EVNKJuJ1p2/fMHRZeIyKikmv+/Pno2rUrxowZgx07dqBu3bqIjo7GgQMHUL16dUyfPt3TITqNieguJPn4AXdsqyEI6bYLe46qS1XQyi/qta5kn4hukbKO5etYtWiDNCKiwhJu34Tmy3lQnj+Vbz/J1x+G58bA3LpzmVg8stZ9APoJcwGTEXBDIrqQlgLNhiVQnj7ssI8y+jgUU16Eof8ImDs94Zq/Z7MJqsgNUEeuh2AxF9yfqASRq4KgVQBape1/GyFeCtmqnVGsMEVEHqTesVG2QqSpc2/A29f9AZEsqWpN6CfOg27WWAgZaXbtql93QNJoYRw4ukyMganskXz87RLPBZmK6HKLev5qAQpR/n3dvorGLhEdAA7HGtC3FitNEREhPRXapdOgzJOEkZulRh3ox34IKTDEjYG5j6V5e2ROXQrtoimylaQFSYJmy0qI16/AMOQNQK3xQJREzpEqV4cUGAIhNsbmutwGP7lq6EDW2CqvlsFqrP/HvvBLVLwJj1VnIjoREZUskiRh3LhxWL16NcLDw9GnTx/4+Pjg1q1bOHz4MGJiYnIS0Xfs2IEFCxZArVajTp06uHPnjoejJ3ewhoTKXhdv34S1eq0i3VO+IrptjpUgCGgaqMKe6wab62fvmGCxSg7nt4iIiDwpPDwc+/fvx8yZM/Hzzz9j3759CAkJwbBhwzBx4kQEBwd7OkSnMRHdhSQfP7treSegHFWXkquIDgBtQ+QnXo/GMRGdiNzAaoHqp21Qf/05BKN95aLcTK0fhuG51wG/APfE5k4qddb/ipmk84b+9RlQHt8HzbpFsosYACDoM6BdPR/m3/bDMORNSJWqFvmZ4pW/ofl8DhTXLxf5HkSeJFsFwUHVzhbBalxPt02W+iPRhAyzFV5KnjRDRO4l3ImD8uheu+uSSgXTY309EBHlx1qjDjLfmAPd3DftTkIDAPWebwCtF4x9XvZAdET5k3z8ARScMCU3Z+VovgoA2leWn7M6dIuJ6EREQmwMdAunQMyTsJqbucVD0A+fDGh0bozM/aw1aiPjvZXQLX4HigvnZPuojuyBGHcd+jHTIQUEujlCIufJrgOmymzwM8qUQwfgLzO2etDBKX5R8UY8Vp3rgEREVLKsWLECq1evxtChQzFnzhwoFLabpszm/wpe9e7dG926dUPDhg1x9+5d3Hfffe4OlzzAWrma7HUh7jpQhER0vVmC3mJ/vYLMuKppkNouET3DLOGfFDPuD1AV+tlERETuEBoaimXLlhXptR06dEBSUpJrAyoiJqK7kORtPwGV9+jjwiaiNw5UQacQkJnnDL9jt1m9k4iKl3DzGrSr5kJx8fd8+1n9K8IweBwsLTq4KbIyThBgbvMILA2aQ73+E6iO73fYVXn+FBRvvwTjM8NgevQpQCxEIq3RAPV3a6D6cRMEq/xnEwBIggDjw70K8x0QuZXcwl7e4/iyPRiswndXbZMHLRJwJsGEdg4SqYiIiovqx80QLPYz6KaHejD5poSy1mkI/diZ0M6fBMFk/zu5+od1kDRamJ4Y5IHoiBxzpnACUPhE9Jo+8ifOHI7jnBURlW+K36OgXfq+7Ekq2YxPDoax94uFm8spzfwCkDlpATRrFkJ1YKdsF8Wl89BNexX6sTNhrVnXzQESOSdrg58tuZNmHFVElyueUD9ACW+lgHSz7RzXSZ7iR0REJUxmZibmzJmDsLAwzJ492y4JHQCUyv9SkOrXr+/O8KiEcFgRPe46ZPLJCyRXDR2QXwtsFiifbH46wcREdCIq3yxmiDeuAfnMVbmUUpl1CkYZL75AtpiI7kpyC3vpKYAk5RzPnVjIRHSVKODBYBUOxdpOOEXdNsJslaDk8TFE5GqSBNWPm6H+dhUEkynfrqb2j8EwYJTszz+6N5JfBRhGvgdzq87QrF0IMfmubD/BqIdmw2Iof4mEFBDk9P3F2zcgxt/Kt4+1Sg3oh06CtU7DQsVO5E6FrYgu52S8kYnoRORWQkoiVL9st7suiSJM3Z71QETkLEv9ZtC/Nh3aRW9DsJjt2jVffwZodDB1edoD0RHJc7Zyp9yclVx1qZx7CAIiKqux+ZLtRr9/ks2IzbCgspf9gjQRUalhtUCMuSybYJof8eoFqLd+7nDTv6RSwzDsLZhbd3ZFlKWLUgXDSxNgDQ2HeuNyCJL935F4Nx66Ga9BP3wyLC07eiBIovxJvs4losvNVwGAv8yclUIU0CxIZh0wwQirJEEUuA5IREQlw759+5CUlIRBgwbBYrFg586duHTpEvz9/dGpUyfUqlX4atdU9kjBVSAJot14X4y9XqT7OUxElxlXNQ2SXwc8nWDEgDo8vY+IyqH0VKh+/g6qvd9CTEl066MlpQrmdl1g7N4fUpUabn02eQYT0V1I8va1uyZYrUBmOuDlA6DwFdEBoE2Ixm4CKs0s4fe7JocDKSKiolJvXAb17q/z7WOtGAzDi2/C0qS1m6IqvywtOiDj/ibQbFwK1aHdDvspblwFblx1yTMlUYSp+wAYnxwMqJmcSyWb3ASU3DHHANAkUAWFkFUFPbeoBFaYIiL3Uu3eKltR29y2C6TgKh6IiArD0qQ19CPfzap0KpNkpln/CSSNDuaHunkgOiJ7sglTRj1gNNiM9wtbER0A2lfW2CWiA8DhWAP61OICHxGVTkJsDLRLp0Hx70WX3tcaEAT92Bmwht/v0vuWKoIA02PPwFqlBrTLPoCQmW7fxaiHbsl7MDw1BKYnB+cU+SEqCWQ3+Bnsx1WOK3fKv59bBKvt1gFTjBIuJptRj9U7iYiohDhz5gwAQKFQICIiAhcv/jdeFkURI0eOxIwZMzwUHZUYShWkoMoQ4m/aXBbjbhTpdo42+AWo7cdVVbwUqKwTEZtp+5ozCfkX3yMiKmuEO7eh2v01VL9EZv3O6okYzCaoDuyE8uCPsDRvD2P3/iyCWcaVk3Mf3UPuSD4AENJTc752mIiuzScRvZJ8svnx20yaIiLXUh7fV2ASuunhnsiYuZpJ6O7k4wfDsMnIHD8H1orBxfooS/XayHx3OYzPDGMSOpUKcgt7cpNPAOClFPFARfvFu5PxnIAiIjf6f/WBvCRBgPGJge6Ph4rE0uIhGIa+BclBYpTmi7lQHt/v5qiI5MklTAGAkJaS87XZKiHZKNn1ya8iOgB0qCL/O8OhWEMhIiQiKjkUv0fBa9oIlyehW8LvR+b7K8p3EnoulsatkfHuMlhDqjnso9n2JTTLPgA8tGBKJEdugx9gXxVdblwFOD7F70EHp/idiOc6IBERlRwJCQkAgKVLl8LPzw/79u3D9evXsXPnTtSpUwdLlizBqlWrPBwllQTWyvbjfCHOxRXRHcxZyRXzPHfXBLNVfnxGRFSWiNcvQ/PpLHhNGAD17q89loSemyBJUJ48CK/po6Cb+ToUZ44CEn8ml0VMRHchxwt7/01AJepljpsUAH8HCVMA0LKSGnKtx+I4AUVEriPc+heaL+Y6bLcGV0HmpAUwvPgGoPN2Y2SUzdKkNTJmrobp4Z4uv7ekUMLw1JD/L4re5/L7ExUHi1VCiszCnqNFPSCrwlRe19MtuJVhcWlsRESOqPZ9L1v50fJgB0hVa3ogIioqc0RXGF4YJ9smSFZoVs6A4swRN0dFZM9h4YRc81XJDhb1CkpEr+mjQKi3wu563oqeREQlniRBtfdbaOdPhJCR5tJbm9o8gswpiyBVCHLpfUs7qWpNZLy7HOYGzR32Uf22H7qZYyDcjXdjZESOOR5Xpdj82VHlTn8Hc1Zy81UAiycQEVHJYv3/yYBqtRobNmxA8+bN4ePjg3bt2mH16tUQRRFLlizxcJRUElgr2Seii0l3AH1Goe+VaCjcBr9mQfYFqTItEv5OMhf62UREpYIkQfw7GtoFb8Hr7ZegOrwbgqVk5j4o/j4L3cLJ0E19CcpDuwEzfzaXJUxEdyHJx1f2eu4JKLmK6AFqEWI+x0v6q0U0lKneeey2ARJ3iBCRKxj00C55D4Le/kh1SRBg7NoXGR9+AUs+C0PkJjpvGF58A5mTFsAaXMUlt7SE34fMaZ/C1PsFQMmjXqn0SDHJj4P880mYelBmAgoAolhhiojcwaB3ePoMq6GXTuaHe8EwYKRsm2CxQLvkPSj+OOnmqIhsOVMR3eEJfgUkoguCgHaV7ROn/kk2I44b/YiotDCboVmzAJr1n0Cwyv88LCpD36EwvDqVp8454uMH/RsfwfhIb4ddFFcvQDftVYiX/nRfXEQOOBxXpdpWRJer3CkA8HNQlKqKl/zmPs5XERFRSeLnl/U52LRpU1SpYrtG2aBBA4SFheHKlStISkryQHRUkkiVQ2Wvi7dvFvpejjb4OayIHii/we/0HY6riKiMsVqhOHkQuumj4DVzDJRnj3k6Iqcprl+B9rNZ8JowEKpdXwOZhd+oRCWP0tMBlCWOKyGk5nwtt7BX0KIeALSppMbvd20rH9zKsOLfNAtq+vKfkYjugSRBs2YhFNevyDYbhk6Cuf3jbg6KCmJp0BwZH34B1c/fQ3H2GITUpELfQwoMgfnBDjB3eBxQ8LOESh+Hk0+FrIgOACfjjehZU+eSuIiIHFH9usMuQQEAzA+0hDX8fg9ERK5gerwfoM+EZtuXdm2CyQTtx28jc8JcWOs18kB0RI7nq5A7EV3mBD+g4IroANC+sgZbLtlvaj4ca8DTtbycC5KIyFPSkqFd/B6Uf51x6W0lHz/oh0yApUUHl963TFIqYRw8FtZqYQ43A4hJd6CbNQaGlyfB3PZRDwRJlEXyLfikGUD+tBl/tZBvUaoWwWpcT7cdU/2RaEKG2QovJeuKERGR59WtWxcA4O8v/3mYfV2v17stJiqZrCHyiehC3HWgRp1C3Utugx8ABDjY4Nc0UL4g1ZkEE56rW6hHExGVTCYjlEf2Qv3jJoi3Ypx+mblRK5gjHoOkls+XcBkJUP5+AspDP0Iw5X/Kl3j3NjQbl0L9/RqYHukNU5enIflXLN74qNgw68yFJG9HFdH/m4AqciJ6iBqf/2V/fPux20YmohPRPVH+ugOqw7tl20wdn2ASekmm0cHUvT9M3ft7OhIij5Bb1AMcTz4BQB1/JfzUAlKMttXUWWGKiIqd2QTVj5tkm4w9B7k5GHI105ODIRgyod5p/28sGPXQLXgLmW8thDWsngeio3LPYUX0/+arEh2MqypqC56z6lBZvsrvoVgjE9GJqEQTblyFbuEUiPGOq/KZWj8Mc8RjhbuxWgNLWD1A532PEZYv5kd6Q6pSI+vUxvRUu3bBZIJ2xQwYb1yF8emXAJGJueR+zmzwA4BkmbVA/3wKJwDAg8EqfHfVNhHdImUlTbVzMN4iIiJypw4dsjZZXrhwwa7NZDLh8uXL8Pb2RlBQkLtDoxLGUSK6GHsDhT0/z1FRKkdjqxAvBap5KXAjz0l9Z1gRnYjKAMWZo9B8OR9iUoJT/SVRhLl1Z5i694e1kBuB7oWlRQcYn3oRqr3fQvXzdxAy0vLtL2SkQR25Hqpdm2Fu3w3Gbv0gOfgsoZKLGcwu5OhIPqTnXxG9gsZxslS21pXkd6McizPg2dpc1COiohGv/QPN+kWybZYadWB47jU3R0RE7iRJEiIjI/Hpp5/in3/+QUpKCqpVq4b27dtj7NixCAsL83SI+XJYBSGfTX6iIODBIDX23zTYXD+TYILFKkEhFjwuIyIqCuWRvRDvxttdt9R5ANb7mnggInIpQYCx3ysQ9JlQ7fvevjkzHbq5byJz8iJYQ8M9ECCVZ47mq3Kf0OCoIrozxRPCfOUX+A7FGhy8gojI8xRnj0G77AMIesdH/xr6vAxTz+eAfCoYk2tZGjRHxnvLszYI3PpXto86cj3EG1ehf2UKoOXaCLmXw5OR85x8lZSnAAKQ/3wVkP8pfkxEJyKikiA8PBydO3fGvn37sHbtWgwePDinbeHChUhOTka/fv2gVDINqbyTgipDEkW7047EuOuFvpfcWqCfWsh3Pa9pkAo3/rWdpzp31wSTVYKK64BEVEopf9kOzeoFECT5ufzcJLUWpo49YHqsL6TgKm6ITiYG/4ow9h0KY4+BUP26A6rdW2TXSXMTTCao9v8A5S/bYW7xEEw9+vNE6VKEI0BX8vKRvSzkqoSQKLOw58wxx9V9lAj1VuB6uu1g6Xgcd+0RURFlpGVVGJI5CkXSeUM/ehqg5gQ3UVk2depULF26FJUrV0aPHj3g6+uL33//HWvWrME333yD3bt3o0GDBp4O06Ekg/2iHgAEFFhhyj4RPc0s4a8kMxpWlD+yj4jonlgtUG//SrbJ2HMQk5vKCkGA4fnXAYNe9sQhIS0F2rlvIuPtxUClqh4IkMorhwlTueerZJKlAOfmrARBQEQVNbZcsq3geSHZjLgMC0K8FIWIloiomEkSVLu2QL15BQRJ/mefpNZC/8rbsLTo4ObgCACkkFBkvLsM2mUfQHnuN9k+ylOHoJvxGjLHzQQCQ9wcIZVr3j6QBMHu50fuk2YA+VP8CpqvahKoglIAzHl+NJ3gKX5ERFSCzJ8/H127dsWYMWOwY8cO1K1bF9HR0Thw4ACqV6+O6dOn5/S9cOECFi5cCADQ6/UAgH/++QcjRozI6bN8+XL3fgPkHkolpOAqEOJu2FwuWiK6zAa/AsZVTQNV2PGv3uaawQL8mWhC40D5zX9ERCWZasdGaLasLLCf5OsP46NPw/Rob8DRiV7upvOC6fFnYHq0N5THfoZqxyYobl7N9yWCZIXqxC9QnfgF5gbNYeo+AJYHWnA9tYTj2YWupFBCkklGF9KzFvaMFglpeWeQ4NwxxwDQJsR+QHQ+yezwKBoiIockCdpVH0G8LX/0sH7oJEgh1dwcFBG5U1xcHJYvX47q1avj+PHjWLBgAaZNm4ZvvvkGM2bMQGpqKpYuXerpMPNVlIroANDSUYWpBC7sEVHxUJ44IDvJbqleG5YmbTwQERUbUYTh5Qkwt3hIvjnpDnSL3y3ULSMjI9G7d2+Eh4cjJCQEjRs3xssvv4zr123fU5cuXcLIkSPRvHlzVK5cGfXr10fv3r2xc+fOQj2vUaNGCAgIkP1fjx49CnUvKiGUSkg6b7vLBRVOAJxLRAeA9g6qdB6JY1V0IipBTEZoPp8DzablDpPQrRUrIXPqYiahe5qXD/TjZ8H4eD+HXRQxl6CbO8GNQREBUCgBL1+7y7nHVQBk1+381fkvmHspRdkCCSfj7QvJEBEReUp4eDj279+PgQMH4syZM1i5ciUuX76MYcOGYd++fQgJ+W+TYFxcHDZu3IiNGzdi27ZtAIDbt2/nXNu4caOnvg1yA2tIqN01oQiJ6Mky46qCEtGbBcmvA565w3EVEZUykgT15pUFJqFbgyrD8PzrSJ+/GabeL5ScJPTclCqY2z+OzA+/QOa4mbDUa+zcy86fgm7eBOjeHQbl0Z8Bi7mYA6WiYkV0F5N8/CBkpNlcy56AuusgYbyixrnKUK0rqbH1cqbd9d9uG9G1uraQkRJReabasxXKqAOybcbH+8HiIHGGiMqOf//9F1arFW3atIG/v+0vIo8//jjefvttJCQkeCg65zjajFdwRXT5qudR8UYMrmefpEVEdE8kCart62WbTKyGXjYplNCPeAfaRVOhjD5u1ywm5n/0YDZJkjBu3DisXr0a4eHh6NOnD3x8fHDr1i0cPnwYMTExCA3NWtCJiopCz549YTKZ0K1bN/Tq1Qvx8fGIjIzEwIED8dZbb+Gtt95y+lvw8/OzqU6VrUaNGk7fg0oWyccPQma6zbXclTvl5qwUAuCncu5nlKNE9EOxRjwV7lWISImIioeQkgjtoneguPi7wz6WOg9AP+YDSP4V3RgZOSQqYBwwEtZqYVlHT8ssNIp5qlATuYPk45dTgCqbkGr7XpQrnlBQ4QQAaBGsxtk8CVI3Miy4mW5BVW+eMkNERCVDaGgoli1bVmC/Dh06ICkpqfgDohLJKlP0TkxOBDLTAZmCCY4UZVzVNEh+HfBMggmD6zn9aCIiz7JaoFm9AKpfdzjsYqlRB6YeA2Bu2TFr43RpIIqwNG2HzKbtIF78A+odX0F56nCBL1P8exGKFdNh3foZTI/3g+mh7oCG+bIlSSl5B5YekrcfANsKwwUnojtbEV1+Ue/YbQMT0YnIaeLFP6DevEK2zVLnARifGe7miIjIE2rXrg21Wo1jx44hJSUFfn5+OW27du0CAHTs2NFT4TnFcUX0/BOmgrQKhPkqcDXVYnM96jYrohOR6ymij0Px7yW769aQalkTQ1Q2KVXQv/YBtPMnQfnXmSLdYsWKFVi9ejWGDh2KOXPmQKGwTTwxm/9LxpozZw4yMzOxYcMGm6rlkyZNQkREBBYtWoRx48ZBo5GfV8jL398fkydPLlLcVDJJPv5A/C2bazYV0WXmrCpoRAhObpYJ91WgqpeImxm29zl4ixXR6R4YDRDSkiH5VQCU8ovIRM4Q/70I7cdvQ7wT57CPqf1jMLz4BqDiMe0ljfmh7rBWDoXuk3fskn2JPEHy9QfyVPPM/d7UmyXoLXlfVXDhBCArEX3VX+l216PijejlrSt8sEREREQeIslURAcA8fZNWGvWdfo+cnNWAQWcNBOkVaC6jwIxabaDstN3uA5IRKWEyQjtihkOC4wCgOHpl2Dq9XypLnhlrdMQ+tc/hHDzGtQ/boby8B7ZQgS5iQmx0Kz/BOrvVsP46NMwdXmqZFaAL4eYiO5iko+f3bXsyghyAyTA+UT0BgFK+KkEpJhsjw09GsfBEhE5KTUJ2qXvQ7DYz4RLvv7Qj3oXUPKjgag8qFixIt577z1MnToVrVq1Qvfu3eHr64vff/8dBw4cwNChQzF8eMEbU/R6vRuilXcnw/4IPbUICCYD9Ob8f+FqVtE+Ef3PJDMSUjPh42TlT/IMo9Fo8/9E7lao96Akwf/7tbJN6V2fgcFoAsDjQMsyw4h34ffxFKiu/FWo12VmZmLOnDkICwvD7Nmz7ZLQAUCZa9x+9epVCIKALl262PSpUaMGGjRogOPHjyM9Pd3pRHQqe2TnqwqoiO7sfBUACIKA9pU12JLnJL8LyWZE3zGicSATO6lwlL9sh2brZxBSk2ENDIHhuTGwNI/wdFhUCin+OAntorchGOR/d5UEAcZ+r8DU7dlSvXBX1lnrNUbGeyug/fhtKK5f9nQ4VM5JMgvcQvp/46pkB4UT/J1KRJffeHUy3oheYUxEJyIiotJDriI6AIix1wuViF7Uk2aaBqrsEtF/v2uCwSJBo+DvfkRUgukzoP3kHSj/OCnbLAkCDM+PhfmRJ90cWPGRqtaE4eWJMD79ElR7tkK17wcI+ox8XyOkpUDz3Wqod26CqWN3mB57BlJwFTdFTHKYbehi8gt7+VdEr+Dkwp5CFNCykho/37CtJnU6wcjBEhEVzGqFduWHEO/G2zVJggD9K1MhVazkgcCIyFNGjRqFqlWrYsyYMfjiiy9yrrdt2xZ9+/a1SXBzJDY2FiaTZ5IobyWrkXc466OQcP36dfkX5BIuKgHYJkRJAPb+dRMtAuTHbFSyxMU5rmZI5A7OvAe9r11A0KXzdteNvhVwKfQ+SDExxREalTCKp19FnfXz4RXn/L/3vn37kJSUhEGDBsFisWDnzp24dOkS/P390alTJ9SqVcumf/369fHPP/9g7969NhXRY2JicP78eTzwwAOoWLGi0883Go3YsGEDYmNj4evri+bNm6NFixZOv55KnuJORAeADlXsE9EBYOWf6Vjanono5CSzGeqvlkD983c5l8Q7cdAtehuGvkNhemIQk4XJaULyXWiXvOc4CV3rBf2Id2Bp2tbNkVFRSMFVkDl1CbQrP4TydMFHNhMVF9lxVa6K6EU9wQ8Aavsp4a8WkGy0LUh1Ip6b8YmIiKh0sTqoiC7EFbyGly3TLMFQxJNmmgWpEXnN9ndBkxX4M9GEpkGcpyKiEiotGbr5b0Fx+U/ZZkmhgGH4FJjbPOLmwNxDqhAE47OvwtjzOaj2R0K1ZyvEpDv5vkYw6qHe+y1UP38Hc+vOMHXvD2uNOm6KmHJjIrqLyU1AISMNsFocV0TXOr+w10YmEV1vAc7eMaJVJVY2IyLHdD9uhPLcCdk2U6/BsDRq6eaIiMjT5syZg3nz5mHKlCno168f/P39ce7cOUyZMgVPPPEE1q5di+7du+d7j8qVK7spWnvGf1KQt5JwoE6J6tWrF/jaR3QmLLiSYnf9uqIinqrOClMlmdFoRFxcHEJCQqBWc7KQ3K8w70G/b1fI36PbswgNCy+O8KiEypwwF+r5E6G89a9T/c+cOQMAUCgUiIiIwMWLF3PaRFHEyJEjMWPGjJxrU6dOxfHjx/HCCy+gW7duqFOnDuLj4xEZGYmwsDB8+eWXhYo3Li4Oo0aNsrnWvHlzrFq1CuHhfO+WRpKvTOXOjHTAYgYUSvljjguZiN4rTIfJx5ORZrZNnNp6OQPTWvghSGtf2Z/IRloKtEvfh/L8KdlmzdbPId64CsNLEwA150GpYOrNKyFkpMm2WYOrQj/2Q1hD+blWqui8oB8zHepvVkG9fYOno6FySnZcZdADRgOg1jisiO5MwpQoCGgRbL8OeOaOCWarBKXIzVhERERUOkhBIZAUCruT2sVCJKI73uDnRCJ6oPxJM2fuMBGdiEom4W48tHMnQHHzqmy7pNZA/9oHsDRu7d7APMHLB6YeA2Dq2gfKI3uh/nETxFv5F3sSrFaojv4E1dGfYG7UEqYeA2G5vymLmrgRE9FdTPKWqYQgSUBGGu7q5QdDhakw1TpEAyDV7vrROCaiE5FjPlf+hFfketk2c8MHYew92M0REZGn/fLLL5g1axZGjhyJcePG5Vxv27YtNm3ahKZNm2Lq1KkFJqJrtdriDtWhFLN9InmARnQqpgcra6ASU2DKM4d1JtHq0e+JnKdWq/lvRR5V0HtQvPI31Oftj82TfP2BR5+EVsP3b7mirQzDxPkQZ74OQZ9eYPeEhAQAwNKlS9GkSRPs27cP9erVQ3R0NMaOHYslS5YgPDwcL7/8MgCgXr162Lt3L1588UVERkbm3KdixYoYNGhQoZLHBw0ahLZt26JBgwbw9vbGxYsXsXTpUmzevBm9evXCkSNH4OvrW8i/API0ycc+YQoAhPRUSH4VZBPRC1sR3V8tYkBdL3z2p+173GABVv+dgTeb8H1Djgk3r0H38RSIcTfy7ac6+hPEuBvQvz4DUkCgm6Kj0kj8Oxqqw7tl2yz3N0Hm6GmAb4B7gyLXEEUYnxkGa7UwqLes9HQ0VA7JFqRC1unIUsVgJBkk2XZ/JxLRAeBBmUT0DLOE84kmNA5k0hQRERGVEgolpOCqEGJtEwfF2Px/788tyUGxzwpOjKscJZufTjDixfu8nY6BiMgdhNjr0M19A2KC/GnMkpcPMsfNgrVeIzdH5mEqNcwde8DcoRsUpw9DvWMjFDInUeelPHcCynMnYAm/H8Ye/WF5sAMgslBOcSvcihIVzOEEVKrsMcdA4Rb2HgxSQSmzUePry5mQJPnJLSIq38SkOwj77rOsTTF5WAOCYHh1Kj9wicqhvXv3AgA6dOhg1xYSEoK6devi8uXLSEuTrx5XEshVQnCmuhQAaJUCGle0r4YQFW/kmIqIXMJRhUZjlz6AhicvlEdSxWBkTpoPa0BQgX2t1qzPOLVajQ0bNqB58+bw8fFBu3btsHr1aoiiiCVLluT0P3nyJLp27YqAgAD88ssvuHnzJs6cOYP+/fvjrbfeyklYd8Zbb72Fjh07Ijg4GF5eXmjcuDFWrlyJZ599FjExMVizZk3hv3nyOEcJU0hNhsEiId1sP/6pUMhEdAAYXl9+IW/VX2kwWTnGInmK6OPw+mBkgUnoOf0v/wnd+69AvPJ3MUdGpZbFDM3aj2WbzE3bIXPCPCahlwHmdl2Q+fqHng6DyiGHG/zSkgHcW+VOAGgZLJ80dTLeJHudiIiIqKSyhlSzuya4pCJ6wdVtK2hE1PSxz4E4ncAxFRGVLOK1f6D78DWHSehW/wrInLyo/CWh5yaKsDzYAZnvLEXG5EUwN2nj1MsUV/6Cbsn78HprMJT7f8g6yYyKDRPRXcxxJYRk2UR0nUKATi6z3AFvlYiWlewnoX6/a0IUJ6GIKC+LGb6fzYIq3f4kBUkUoR/1LiS/Ch4IjIg8zWg0Aviv4mped+7cgSiKUKnkj64rCeSOOnZ2UQ/IqjCVV1ymFdfTLTK9iYicJ9y8BsXJg3bXJa0XTI8+5YGIqKSQgqsgc/KiAvv5+WXNLTRt2hRVqlSxaWvQoAHCwsJw5coVJCUlwWQy4aWXXoIoili/fj2aNm0KLy8vhIWFYebMmejRowe+++47HDt27J5iHzJkCADg+PHj93Qf8hCHCVMpstXQgcJXRAeAuv4qdKlmf2LfrQwrfriaWej7URknSVDt/hraBZMhZBZ8WkRuYmICdDPHQHl8fzEFR6WZ6qdtUFy/bHdd0mhheGEcoCy5v+dS4Ujh93k6BCqHJF/H4ypAfr4KAALUzq0FPhgk/zMqKsHo1OuJiIiISgq5RHQxNQnIcK4IlqOK6M4WpWomUxX9fKIJepmCDEREniD+HQ3drLEQUxJl263BVZD59hJYa9R2c2QllCDAen8T6MfPRsaML2CKeAySouDCq2LcDWhXL4DXG/2hilwPyOTQ0b1TejqAskbylj9mWEhLwV1DZbvrRVnUe66uF47G2U84ffl3umySOhGVUyYjNBsWQ3Xxd9lm4zPDYa3X2M1BEVFJ0aZNG3z22WdYtmwZevXqBX///xbRvvjiC9y4cQNt2rSBRmOfSFQSWCUJyUb7iSJnJ58AoEWwGp/+aZ/wcjLehOo+HCYTUdGpd3wlexqN6ZEnAQe/M1I54u1TYJe6desCgM3nc27Z1/V6PW7cuIFr166hZ8+e8PLysuvboUMH7NixA9HR0WjTxrkqEXICAwMBABkZGUW+B3lOYQsnAEWbswKAVxv6YO8N+8oiK8+no08t+/colVNmEzRrP4bq1x0Ou1grBsP4xCBotn4GIcN+3C4YDdAumwbjzaswPvkCILLmCgFC0h2ov/1Sts3Y+0VIFYPdHBERlTUOK6Kn/r8iuoOxlb+Tc1YVtQrU8lXgcqptoYSo20xEJyIiotJFCgmVvS7G3YDViU2lSTLrgIDzRamaBanwXZ7CCGYpKxm9uYNTaIiI3EVx5ii0S96DYJL/Xc8SGg79m3MhVSj4lN3yyFq9FgzDJ8PY5yWodm+F6pdICAZ9vq8RUxKh2fo51Ns3wNKwBSSx4CT23KQKQbA0awdL/WaA4Hzh6fKCGTYu5nACKj1VtsKUM0fG5PVUuA5Tfku2S7769koGZrbyL1QlUCIqm8RLf0Kzag4UN67KtpubR8DU7Vn3BkVEJUrv3r2xatUqHDlyBC1atEC3bt3g7++Ps2fP4sCBA9DpdPjww5J7xHWqSYJVZv7JvxDjoBYOJpmi4o3oHa4ramhEVM4J8begPLLX7rqkUsP02DMeiIhKow4dOgAALly4YNdmMplw+fJleHt7IygoCLGxsQAcn3KSff1eN5dFRUUBAGrUqHFP9yHPcJyI7rgieoUizi89XFWDuv5K/JNstrn+W7wRp+KNXOgjICUJusXvQnEh2mEXS+0G0I+ZDikgEJYGzaH7+G2IsTGyfdXfrYF44yr0w94CNBzHl3fqTcsh6O03TVmqhsHUta8HIqKSJDIyEqtWrcLZs2eRkZGBkJAQtGzZEtOmTUNoaFaSTHR0NL777jucOXMGZ8+exZ07dxAREYEdOxxvnHGkUaNGiImR/9lV1HuS5zmqiI60/yei32PCFAC0qKTG5VTbpKkLyWYkG61OJ7QTEREReZrVYSL6decS0e+xInrTQPk5qNN3OD9FRJ6lPLIXms9nQ7DIn9Ruqd0AmeNnAw7m9ek/UmAIjANHwdjreaj2fQ/Vnm+yTt/Ih6DPhFLmZGun7NkKS1g9GHsMhKVFB6CQyexlGRPRXcxxRfRk3NXbD5KKUl3KSymif20vrMxTwVNvATZezMCIhgVXVyOiMspogHrbl1D9uAWCJP+LmTW4CvRD3+LuLKJyTqFQYNu2bVi2bBm2bduGrVu3wmg0olKlSujXrx/eeOMN3HdfyT3i2vHkk/M/28J9FaioEe2qgB6Ns6/gSUTkLNWPmyFY7X9GmR7qDsm/ogciotIoPDwcnTt3xr59+7B27VoMHjw4p23hwoVITk5Gv379oFQqUb9+ffj5+eH48ePYt28fOnfunNP3+vXrWL16NQRBQERERM51k8mEK1euQKVSITw8POf6hQsXEBoaaldZ/cKFC3j//fcBAH37MomvNHKUMJVfRfSiJqKLgoBX6nvjzWPJdm0rzqfh0478WVieiTGXof14CsSEWId9TO26wjDkDUCdtYFGqlIDGe8ug3bpNCj/iJJ9jfLEr9Ddvgn96x9CCqxULLFTyaf48zRUR3+SbTMOfh1QcjmkvJIkCePGjcPq1asRHh6OPn36wMfHB7du3cLhw4cRExOTk4i+Y8cOLFiwAGq1GnXq1MGdO3fu6dl+fn4YMWKE3XVu7iu9HBakSksBACQb7cdW3koBKtH5OasWQWpsuWSbiC4B+OWmAU+GcdMVERERlQ7WyvKJ6ELcDadenygzrgKc3+DXJFAle/10gsmp1xMRFQfV3m+hWf+Jw3bzAy2hH/MBC24Ulo8fTL2eh+nxflAe2gX1j5sh3r5ZLI9SXL0A3dL3Ya1UFcZuz8Lc/vGcuezyjDOvLuawwlR6quzCXkVt0Rb1htzvbZeIDgCr/07Hqw28ITDBlKjcES9EQ/v5RxDjrjvsI6lU0I+eBjjYNENE5YtGo8G4ceMwbtw4T4dSaEn3OPkEAIIgoEWwCnuu2yaen0ww4WKyCXX85SeoiIgcEZLuQHXAvqqhpFDA1L2/ByKi0mz+/Pno2rUrxowZgx07dqBu3bqIjo7GgQMHUL16dUyfPh1A1uf5Bx98gLFjx6Jv37547LHHUK9ePcTFxWH79u1IS0vD6NGjUadOnZx737x5E61atUL16tVx7ty5nOvffPMNli1bhnbt2qF69erw8vLCxYsXsXfvXphMJowfP94moZ1Kj/wSphxVRC/qnBUA9K/jhQ9OpSAlT0XQbVcz8UFLCyp7sUpIeaQ4dRjalTMg6DNl2yVBgPGZ4VmfmXnnNr19oX9jNtQbl0O99xv5+1/7B7ppr0A/ZgasdRq6Onwq6cxmqNcukm0ytX0068hcKrdWrFiB1atXY+jQoZgzZw4UCtvPIbP5v1M8evfujW7duqFhw4a4e/fuPW/S9/f3x+TJk+/pHlTCeMsXgxJS/18RXWZs5V+IwgkA0KqSfIXONX+nMxG9MKxWCLf+heRfAXAwHiaiQrJaId68Cvx/801hSH4VIFWpwUJZROWIFFgJklIFwWyb+C3GOs5nyM1RUSo/lXM/RwI0Imr5KnA51bbi8OkEo1OvJyJyKUmC6rs10Hy32mEXU6uHYXhlCqBknkKRqTUwd34S5k5PQBF1EOodX0Fx1f70YVcQb9+Eds1CWLethqnL0zB1frJcV7FnIrqreflAEkX7CnipyUiUqU5clIroAHB/gAptQ9Q4Gmc7QPo72YwjcUZEVOYuC6JyQ58B9dbPofppGwRJ/thPAJBEBQxD34I1rJ4bgyMiKh5JBgfHHBfyeOIuoVq7RHQA2PBPBt5rwQUqIioc1Z6tEEz21VTMbR+FFFTZAxFRaRYeHo79+/dj5syZ+Pnnn7Fv3z6EhIRg2LBhmDhxIoKDg3P6vvjii6hZsyZWrFiB3377DXv27IG3tzcaN26MF198Ef369XPqmR06dMCFCxcQHR2No0ePIiMjA4GBgejSpQuGDh1qU22dShm1BpJaA8FoO+7JLxG9QiETpnLzUYl4vq43lv6RZnPdZAW++DsdU5qVwslYQyaEzAxPR+FSgkEPZWoShGQvCHptsT5LeXg31F9/5nDeQtLqoH9lKizN89nsolDC+NxrsFYLg2bdx7JH14rJidDNHgvDC+NhadSqUDFKWh2g9Sq4I5VIqj1bobh51e66pPOGsb99NWoqPzIzMzFnzhyEhYVh9uzZdknoAKDMVS2/fv367gyPSiOFEpK3L4T0VJvLQtr/E9FliicUdr6qcaAK4b4KXMmTNLXvpgFXU80I8+Xybr4sZigP7oL6+zUQ78YDAMxN28L4zDBYQ2t5ODiiUkrmv6uisAZXgfGpITC3fRQQi775mYhKCVEBKbgKhFv/2l7Op7BebnLjKj+1AEUhTpppFqTG5VTbDfF/JZmRaZagU3JjDBG5idUK9VdLoN77rcMupk49YXhhLCCyiItLiApYWnVCZsuOUJw/BdXOTVD+fqJ4HpWSCM03q6DevgGmTj1hfLwfUDG44BeWMZypcDVByKo0nGp7/LA5NQVmb/vuRU1EB4CX7vO2S0QHsqqiMxGdqHxQ/HESmi/m5nukNQBkhITCMPQtqOo94KbIiIiKlysqogNA31peePu3ZOS93aZLGXi7uR+UhZjMIqJyLj0Vqp+/t7ssCQKMPQZ6ICAqC0JDQ7Fs2TKn+j788MN4+OGHnepbs2ZNJCUl2V1v37492rdvX5gQqRSRfPwg5EkYEFKTcVfv+oroADCsvjeW/ZGGvGnHX/6Vjjca+0KjKCXjrJQkaD+fDUX08Xw3f5dG3gACPR0EAGtQZejHzoS1unOJYeaHe0KqHPo/9u48zsbqD+D457n7nZ3B2PcllKQkW0Sl0qJNiyilRQkpafuVSpYkZGtTlpAWktBmKksoCUlZxr6Ndfa73+f3xzTqzvPcMZi7zPi+X69e5Zxz7/Md3Tv3ued8z/dgm/ASSq62EqPi8WB7f9QZxeI9vyWu+wejJlc6o8eLyFCOH8YSpJqU+5beqEnR8EoXkZKamkpGRgY9evTA5/OxePFi0tLSSExMpGPHjtStG9qkVLfbzaxZszh06BDx8fG0aNGCSy65JKTXFKGnxiUGTUTPdGvvFxJPc77KoCjc2zCWob9pP+dmbM3lxYuleIIuVcX4+0qsn76H4cDugC7T+lUYN6zB265L/mdDefmsF6JYinhfnQnDkYPY3h2O7+u5uLs/jO/8llIhXYgyzp9SHcMZJqJn6hRPKHeaG/yaVzDz+c7ARHSfCpuOe2gZ5BQaIYQoUV4v1qmjMP/8XdAh7ut74L6tj9wXhYKi4Gt6Mb6mF2PYvQ3zd/MwbtsELv1TO4M+jSMPxVl0oRrF5cTyzaeY1iwlb3zwTQdllSSih4Aal3DyCL4C/uys/NWdQsqdRSL6jbXtDFmTyfFCN18LdjkY2cpHsk12yAhRZuXlYP34bcw/fVXkMNVoIq/r3Wxt2poaNesgh7cIIcqKzGCJ6Kc5AVXOauD6WnbmFZqEOpjnJ3W/i6trhLYypBCi7DAv/UJ3AsJ3cXvUqrUiEJEQQgRS4xKhcCJ6TiYndO6rbEaIMZ1dInrteBPX1rSxeI8zoP2I08+8nQ7uql86Kk9bZ47HtGF1pMMos3wNm+F4/BVISDq9xzW+iLyXpmAb97xuFewzZdr0K4aXH8bZfxj++k1L7HlFaFnmTEFxOTXtvhr18HTuFv6ARFRZv349AEajkbZt27J9+/aTfQaDgUcffZRhw4aF7Prp6ek89thjAW0tWrRg6tSp1KlTJ2TXFaGlxiVAemBbwbqgXvGExNOcrwLo0SCG137PwlPo6T7alsezFyVgluIJAQzb/8Q6922MW/8IOkZR/ZiXL8G0eimeq2/N3zQeGx/GKIUoXYrzvjpTxj1p2N94Gm+TFri7P4y/TqMSv4YQIjr4U6pp2pScLMjNPuXncIbOBr/TLUjVPFk/2Xz1YVfpT0T3ejH+uRbDvp2g6q+bRgWzBd95zfHXahDpSIQIP7cL26ShmNavCjrEdWdfPNfeEcagzl3+Wg1w9RlyZg92uzCt/BbLko8xpO8vcqjeSZ7nAklEDwE1Vnu8sJqTqTPy7CqiW40KPRrEMGFT4DHHbj/M3pbH4xfI5IkQZZFx/Sqs08ZgOHG0yHG+Oufh6jMER4UqsHdvmKITQojwyNCpggCQZDn9RbgeDWI0iegAs7bnSiK6EKJ4XA4s336m2+W+vkeYgxFCCH1qnHa+SsnJ0q2IfjaFE/7r4cZxmkR0gHc253BnPTtKlFd4UY4cxPTrj5EOo8zyXH4drnufANOZbZtXU6rheHEStimvluhmAUPmCewjB+LqPRhv26tL7HlFaBj/XIv5lx90+1y9BoBRlkDOdUeP5s+hTpo0iQsvvJDU1FQaNmzIxo0bGThwIBMnTqROnTo88MADJX7tHj160Lp1a5o0aUJsbCzbt29n0qRJzJ07lxtvvJGff/6Z+HhZxymN1HhtRfKTFdF15qzOZL6qot1I15p2vtgVOGd12OFn8R4nN9W2n/ZzlkXKwT1YP30P02/Li/8YjxvLojmYf1yE+8Z78jctmUt5IpoQJehM3ldnyrR5HaahD+O5rDPu2/qgVqwS8msKIcLLn1Jdt92Qvh9/3fOKfKzeWuDpFqS6MNmMApoT+z7amke/pnFRPzcVlNuFbfwLmDb9GulIis19Y0/ct9wvFZ/FuSMvB/vY5zBu3ajbrSoGXPcPxnv5tWEOTJwRixXvFTfg7XAdxt9WYFk0B+POvyMdVVQpmVUlEUBvYc9Q6Ii+Amd7zPF9DXXKrAMfbsnFX8aOCxbinJeTifWd17CPfbbIJHTVbMF1xyM4/jcRf3WpqiOEKJv0qkvB6R91DNCxipVqMdqTZBbvcXLMeW7uVhVCnB7zT4s0p2IBeC9oKRWdhBBRQ43TT5gqfNIelFwi+uVVLDRJ0iaBrj/mYc1hd4lcI5TMPy1Ckfm1EqcqBlw9+uG6f/AZJ6GfZI/FOfA13CVcNUjxeLC9OxzLJ++AP4qrip3rPG6sM8brd7Xrgr9hszAHJKKR/5/3sMViYdasWbRo0YK4uDjatGnDtGnTMBgMTJw4MSTXfuaZZ+jQoQMVK1YkJiaGZs2a8c4773DHHXewd+9epk+fHpLritDTv6/KwudXyfJo7x3OpCI6wH2N9E+Qmb4l94yeryxRMo5hnTaGmOfuO+NkWSU3C+ucycQ80xPTym/lM1+c80rifXWmzKuXEjOkJ5ZZEyA7I6zXFkKEllpZWxEdwJC+75SP1VsLTLKeXhJzgsVAK53K51syvSw76Dqt54omlo+nlKokdADLlzOxTn8T/LL2Kso+JfM49hEDgyehm8w4+70sSeilkcGIr2UHHC9NwfHMWLwXXBrpiKKGlAMJAb2K6ObcLN2xZ1MRHaBeookOVaz8VOgGaUe2j+UHXXSoKlU8hSgLjGuXYZ0xFkPmiSLH+Ro2w/nAYNTKNcIUmRBCREaGS7uoZ1QgznT6u+iNBoW76sfwxsbAjYMeP3yS5qBv07gzjlMIcQ7wejAv/li3y339PWEORgghgtOr3ElONplOr6a5pBLRFUXhkaZx9F+Zoel7Z3Mul6VYS+Q6IeH1Ylq2ONJRlDlqbDzOR17A16xVyT2pwYj7zr74q9fBOu1NFE/JbXKwLJqDYf9unI+8AHb9ZEAROeZvPsVwSHsKoBoTi/uORyIQkYhGCQn56zXNmzenSpXAKqtNmjShdu3a7Nixg4yMDJKSksISU+/evZk7dy5r1qyhX79+YbmmKFm6J804HWTl6SczJZ3hvdXlVazUiTeyMzswWSf1gItd2V5qx5+Dy7yOPCxLPsa85BMUt/bkncL8laqinDiC4vEEHWM4mo7t3eH4vv4Ed/eH8V3QsiQjFiL6ne77qmot3NfdiRpb/FM9lKwMLIvnYEjfH3yMz4vl288xL/8ad9e78Fx9G1gl10GI0i5YRXTl0Bkmop/BBr8HzotltU5BhHf/yi2VOVXGdSuxLP0i0mGcEfMPCyE3B9fDz519cQIhopRy5CD20YODbrhRbXacA17D16RFmCMTJUpR8DW+CF/jizDs2Y558ceY1qSinMMbnM/BGYrQ05uAsrgdmPxevIbAv/KzTUQHuP+8WE0iOsAHW0rnTZMQ4l9K5nGsM8dj+vWnIsepVhvu7g/j6XQTGOSwCyFE+Cjb/0St3zTs1w02+XSmR+jd3UCbiA7w0bZcHmkSW3qP5hNChJxp5be6p9X4GpyPv5FU4RRCRBG9hCnVjzc3BwhMsC2J+aoCt9W189LaTE4U2kj45W4H+3K8VI+LzulJ4/qfMWQe17T76jfFe3H7CERU8rweDxmZmSQlJmIyh37xT41LwHtRG4hPCsnze9tdg6/xRRg3/oLiOL1KscY/fwtaScy0/mfswx7DOXA4asUqumNE+CnH0rEsmKnb5761D2pCuTBHJKJVgwYNAEhM1NmQ9Z92p/PUiXclJTk5GYC8vLywXVOULN0NfkDO8Qzd9jNJmAIwKAr3Noxl6G/aYlcztuby4sX6cZRJXg/mHxZiXjADQzGqJfuTKuC+pTfedl1QMo5hmfchppXfFHnajXHPduxvDMbb9GLc3R/GX7thCf4AQkShs3hfYTz973Hedtdg/nEh5i+mF3k9xZGL9bP3MX//Be6b78Pb/pozup4QIjqo5Suhms2aTWGnqoju8Kq4dApnn8l91U217Tz/ayaHHYFri0v2OtmT46VmlM5N6VGOH8E2dVSkwzgr5l9+QMnLwdn/FbDaIx2OECVK2b8L++indNcNIX9+1PHk6/jrnhfmyEQo+WvWx/XIC7hvfQDzN59h+m1FpEOKiNLzaVqK6CWiA5T35nLYEjgpVBILe9fVtFHJbtDcNC3a7SQ9z0dKjPGsryGECDNVxbR6KdaP3kLJ0T9RoYC36cW4ej8li6FCiIiwfP0prn7hT0TPLIHj+P6rboKJNikWfk4PrIjw5wkvG455aF5Be2yfEELg92FZNFu3y33DPSCbWIQQUSTYfJWSkwW20CWix5gM3NcwlrF/5AS0+1SY+ncuL10SnQlU5h8W6ra7b+6N7/xLwhxNaDidTg7v3Yu1Rg1strJRzEJNTsF7xQ2n/TjPNbdjmfsOlq8/0e037ttJzMuP4Hj8VdloFiWssyfpVuz01WqAp9ONEYhIRKv27fM3D23dulXT5/F42LFjB7GxsVSoUCFsMa1duxaAmjVrhu2aomSpcfr3L46MDEBbITjRcubfDXs0iOG137PwFJoK+2hbHs9elIDZUMa/d6oqpl9+xPL5+0VWUj453B6Lu+vdeK6+9WQlZTU5BdeDz+C5pjuWT9/FtGF1kc9h+vM3TC89hKf1lbhvfUDWXkSZZNi3A9tb/zvj99UZMZnwXHkznrZdsCyZi/nruSiu4BvBDBlHsX34Br5vPsM5YBhqZf2qykKIKGcw4K9YDeOBXYHNp/j9c8KlX1H2TE6asRjzN/eN3hBYkMqvwgd/5zI0SuemNPx+rO+NOGX+SGlg2vQr9tefwvHECN3iGUKURoa0v7CPGYKSq/8e9ZergOPpMahVa4U5MhEuasUquO95HHe3eyMdSkRIInoIqLH6H5LJnuyARHQFSDzDKgj/ZTYo9GwQw5iNgQt6XjV/IurJC4t/LJYQIvKU40ewTh+Laf3PRY5T7bG47noU7+XXSZKTECJiTH//jmfnFvx1GoX1uhk6E1BnWl2qwD0NYjSJ6ACztudJIroQQpfp1590J8x9Nevha9YqAhEJIURwwRKmEl3ZYKsc0FauBBPRIf8I5Lc25eArVIBy2tZcnm6egN0UXd9plcMHdKtj+ytWlSNTyyqDEfddj+KvVgfrtDEoPq9miJKdiX3UIFz3PoG3Q9cIBCkKGDeuwbR2mW6fq9dAMEhhFvGvOnXq0KlTJ1JTU5kxYwa9evU62Td27FgyMzPp3r07JtOZLZd5PB527tyJ2WymTp06J9u3bt1K9erViYkJ3Oy1detWhg4dCsBtt912RtcUkRfsvsqVmYFeIvqZJEwVqGg30rWmnS92OQLaDzv8LN7j5KbaZbeKpPGv37HMfQfjzr9POVY1mvB07ob7xnuCnr7ir1EX56CRxX5e86rvMf36E55ONxX5vEKUNsrxI9iHDwyaJFWgOO+rM2KPwX1LbzydbsTyxXRMP32F4tdPOAUwHtiFfXh/8oZ9AAklGIcQImzUytVAk4hedEV0vZOR4czXAu8/L5axG7PxFpqbmrE1jyFRODelx7xkLqbN63T7nL2ewNfy8jBHdGqGrZuwvf0qike7/mrc/if2EQNwPjUatVz4NgYLEQrGP9diG/9C0E12/so1cAwejVqhsm6/KGPO0Q02kogeCsEqonsCj4RNtCgYS6hSQa+Gsby5MYfCB8pN25rLwAviSuw6QogQUlVMyxZj/XgySl7RR0h7m7fGde8g1PIVwxScEEIEZ/lqFs7HXwnrNfUmoM5mUQ/yj+Z7enUmOYVmoT5Ny+PVSxKxlYJJKCFEGKkq5oWzdLs81/eQjYJCRMDcuXNZtWoV69evZ/PmzbjdbiZNmkSPHj10x2dlZTFy5Ei+/PJLDh8+TEpKCt26dWPIkCHExcWd1rWXLl3KmDFj2LhxI4qicOGFFzJ48GA6dOhQEj9aiQhWET3Zm6NpK8mK6ADV40zcUEubQHXCpfLpjjx6NYwt0eudLfOPX+m2e664Hgwl+3cjoov38mvxV66eXx0yO0PTr/i82D4YjXvfTtx3PgJGmV4PO7cL68zxul2eDl3x1w//iV0i+o0ZM4arr76a/v37s2jRIho0aMDGjRtZtmwZNWrU4NVXXz05duvWrYwdOxbIPzkCYNu2bfTt2/fkmClTppz87wMHDnDppZdSo0YN/vjjj5Ptn3/+OZMnT6ZNmzbUqFGDmJgYtm/fznfffYfH42HQoEG0bds21D+6CBE1Xj8R3ZORCdTQtJ9t8YTejWI091EA07fklslEdMPeHcWqXF7Ac1nn/MrllaoWa7yv8UU4XpqSX2n9s/cwHD4QdKzi9WD59jPMy5eUTEVoIaKAdfbEUyahe1pfifuW+4v9vjoTalIyrvsG4e5yG9bP3g+60RDAkHkc6yfv4OozJGTxCCFCx1+pmqZNyc2GnEwIssFPryAVnPnpyFVijNxQy878QvdUx11+Pt+Zxz0NomtuqjDDzr+xfP6+bp+nZUe8nW6MyjUJ3yXtcTw1Gvu451Ac2hwY476d2F97HMfgN1BTtK8TIUoD49pl2Ka8iuL16Pb7ajXA+dTrqAnlwhyZEOElM+UhoMbpVyAv7w085qUkF/VqxZu4spqV7/a7Atr35vhIPeDiquoyKSJENFOOHMT64RuY/vytyHFqbAKuex7H2/rKqPwiIYQ4Nxl/W45yYHdYj5HKcBXefnf2i3qxZgM317Ezc1te4LXcKkv2Ori5TkyQRwohzkXmTb9g3JumafenVMPbMnoST4U4lwwbNoy9e/eSnJxMSkoKe/fuDTo2NzeXrl278scff9CpUyduu+02Nm7cyIQJE1i5ciWLFy/GZiveXMrcuXN5+OGHqVChAnfddRcA8+fPp1u3bkybNo2bbrqpRH6+sxWscmd5jzYRvaQrogM83CRWN4Hq7c059GwQgxIt33G9HkzLl2iaVaMJb/trIxCQCDd/wwtwDH0b27jndT/rASzffobh4B6cj74IMae3cUWcHfOSuboJg2psAq7bH4xARKI0qFOnDj/88APDhw9n6dKlpKamkpKSwoMPPsjTTz9NxYr/FvtIT09nzpw5AY8/fPhwQNt/E9GDad++PVu3bmXjxo2sWrWKvLw8kpOTueqqq+jTpw+dOnUquR9QhF2wDX7+7Ezd9rM9Hbl9FSt14o3szPYFtKcecLEr20vt+LKx3KscO4xl3geYVn6Domrn/grzNmmBu/vDZ3ZSo6LgbXUF3ovbYf5hIeYFM3Q3oZ0c7sjF+tl7mJfOx31zb7ztusiGNFEqGTeswfTrT0H7vU1a4L7jEfy1G4YtJrVKTZyPv4Jh+59Y576NcesfuuPMy5fgaX8t/kbNwhabEKJk+CtX1203pO/HHywRPUhF9LOZs3qoSawmER3g3c259KgfRXNThTny8pNcfT5Nl798JVy9n4zq3BH/eRfieHYctjeexpB1QtNvOHIQ+2uP43xqNP6a9SIQoRBnzvTTIqwfjkFR9X9n+RpdiGPgazJ/KM4JUsInBIIv7AXu7ipvK9m//vsa6e/Q++DvoisrCyEiyO/H/P18Yp7vfcokdG/LDuSNmIa3zVVR/UVCCHHuUVQVy6LZYbueqqohqYgOcE8D/WTzjwolpwshznGqSszij3W73F3vBoMxzAEJIQAmTJjAxo0bSUtL4/777y9y7Pjx4/njjz8YOHAg8+bNY+jQocybN4+BAweybt06Jk+eXKxrZmRk8PTTT5OcnMxPP/3E6NGjGT16ND/99BPly5dn0KBBZGdnn/qJwiBY5c4KHm18oUhEv6yShQuTzZr2zSe8LD+kPZ43UozrVuouinkvbi9Va84haoXKOF6YgLdFu6BjTH/8Qswrj6IcKvo4cVFylCMHsSz8SLfPdfuDEJ8U3oBEqVK9enUmT57Mli1bOHLkCJs2bWL06NEBSeiQn0CekZFR5D//VatWLTIyMgKqoQO0a9eODz/8kN9++409e/Zw9OhRtmzZwuzZsyUJvSwIcl+l5Ognop/tnJVBUbg3yAkyM7aWgTXA3Gwsc98hZsg9mFd8fcokdF/Nejieeh3n02POLAn9v0xmPFfdQt7oWbhv6oVqKXozquHEUWwfjMb+Qh+Mv/8MxUiYFyJqFHGyjK963X/fV2FMQv8vf/2mOJ57C8eA1/BX0Z4uAWCd/iZ4vWGOTAhxttSUIInoRXyfDloR/Sw2+F1WycL55bVzUxuPe/j1SPTMTRVm/egtDOn7Ne2qYsD5yAsQq18sNZr4azXA8fwE/BVSdPsNmcexjxiAIchmJCGikXnxx9g+GB00Cd3bvA2Op16XJHRxzpBE9BAIetRxoQpTJX3McZcaNqrGaJ/zm31O9udqd8YJISJLObQP+4iBWGeOR3E5g47zJ5TD0W8ozn4voyaWD2OEQghRfKafv0M5cjAs18rxqvh01niSLGe/SefSShYaJGqrGaXud7EvRya4hRD54vZsxbzjL027v3xFvG2vjkBEQgiAjh07UrNmzVOOU1WVmTNnEhcXx+DBgwP6Bg8eTFxcHDNmzCjWNb/44gsyMzN56KGHqFbt3+Njq1WrxoMPPsixY8f46quvTu8HCZHizldByc9ZASiKwiNN9Cfd39msjSFSzD98qdvuveKGMEciIs4Wg/PxV3DfcE/QIYaDe4h5pS/GUxQXECVAVbF+NAHFo00O8NU5D2+H6yIQlBDiXKUGSfYxBEtEL4E5qx4NYjDr3KJ9tC0Pj7+UJkO7XZiXzCV28N1YFs/R/R3/X/7kFJwPPYfj5ffwXXBpyRbsscfivuV+8kbPwnPFDaiGou+HjQd2YR/3HPbhAzBs/7Pk4hAihCwLP8JwRO9kmXgcQ94s+ffVmVAUfC3a4hg8BtWq3Rhi3L8L8zefRiAwIcTZ8AdLRNdJri6Q4da/vzmbDX6KovBQY/3Nfe/+FZ2b+0yrl2Je8bVun+fGnqXqlAi1cnUcz0/AV7W2br+Sl4N99FMYN64Jb2BCnC5VxfLJO1jnvh10iKfN1TgffwUs1jAGJkRkSSJ6CASbgEr2BlaYKunqUiaDQk+digh+tYxURBCirPD7MC+ZS8wL92PcurHIoZ42V5E3Yhq+lh3DE5sQQpwhxe/HvGRuWK4ViioIBRRFoUd9bVV0Ffg4TXtcnxDi3JSycrFuu+faO8CkragihIguaWlpHDx4kFatWhEbGziPEhsbS6tWrdi1axf79p26yvGKFSsAdCubdu7cGYCVK1eWQNQlwBaDatSe2FBepyJ6SZ/iV+CWOnYq6jz34j1OdmVHftOfkr4P0+Z1mnZ/SnV8jS+KQEQi4gwG3Lf1wfnIC6hm/c94JTcb2xuDMS39IryxnUs8bqzvj8S0/mdNl6oouO4dKCfSCCHCy2hC1alqZ87V3leZFIgxnX1iZ0W7ka417Zr2ww4/i/cEL3QTlfx+TCu/JeaZXlg/noKi8/f2X2psPK47+5I3ckb+5u9TJImfDTUpGdd9T5L32odFnoxSwLh1IzGvPoZtwosY0uWUFBG9lIN7MC+ao9vn6v4wJCSFN6BTUJMr4b65t26f5YvpKEcPhTkiIcTZUMtVQDVbNO1KEZ+deicjw9mvBd5W1667SfCLnQ4O5UVXgU/lyMH8kyB0+Oo3xX1TzzBHdPbU8pVwPD8eX93Guv2K24Vt3HNYfv0xvIEJUVx+H9YPx2AJcl8F4L7qVlwPPgMmbfE7IcoySUQPBasdVSf5oJwnMBk8FNWlejWMxaAznzVzay7e0loRQYgyRNm/C/uwfvmTq0VU9/CXq4DjiRG4Hn4e4vSP+RRCiGhjXrYIJeNYyK8TrApCYgndW91RP0b3fmrWtlxUOW5XiHOeaddWEnZs1rSr8Yl4OnSNQERCiNOVlpYGQN26dXX7C9oLxhXnuerVq6fpK2grzvOEhaKg6ny/rKCTiF6uBDb46bEaFXqfpy2ioALvRUHlKfOP+tXrPR2vj3xlQBFR3tZX4nj2LfxBTqpT/H5sM8ZhnT4WvJHfVFGWKJnHsY8chHnFN7r93o434K9zXpijEkKI/O+Ahdkc2oroSVYDSgndR/RupC2eADBtS+Tvo4rLsHUj9pcexPbucAzH0oscq5rNuK+7i9zRs/M3foexmqBatRbOAcPIe2Eivgbnn3K8ae0yyg19iOpLZqE488IQoRCnQVWxzhiH4tPep/rqN8V7eXSeLOO56lZ81bXf2xW3E+usCRGISAhxxgwG/CnVtM1FJaLrFKVSgISzPGkmxmTQLfDpVaPsnsrnxfb2ayh52phUeyzOR14AYylNco1LxPH0GLxNWuh2Kz4f8VNHUeHXVJTsDMgqQ/+4StkGUhHI48Y2+RXMPwU/AdV1y/24e/QL6eZZIaJVKf1UinKKghobj5J5PKA5udDCXigS0avFGulS3caSvYEfXgfy/Hyz10nXWtpqCUKIMPB6MS+eg2XBDBSvp8ihng7X47rzEdCpqCKEENFM8Xgwf/sZ7u4Ph/Q6wSqiJ5ZQwlSVGCNXVbPyzT5XQPvObB8/p7tpW1mO0BLiXGb/Wv/0B/fVt4FVvm8JURpkZWUBkJiov+k3ISEhYFxxnqvgMf8VHx9f7OcBcDpDvxBhi43HUHi+ypujGWdX3TidoUm87lHbxNiN4Cl0Szdzay6DGluINUco4dvjJmbZEk2zajKTc+kVqGH4/xNubrc74N/iFKrVwfnseOInv4J5zzbdIebUBaj7d5P98PNBT80U/zrVa9C4dwcJk4diPH5Yt98fl0jWDT3L5PtTFJ/NZot0COIcpcYlQvr+gDa7Q7vBryRO8CvQvoqVOvFGdmYHVuv84YCLXdleasdH97KvYetG7CMGovj15/YKqIqCt901uG/ujZpcKUzR6fM3OB/H8xMw/r4S6yfvYji4J+hYxe+n4m8/4k3fjfO5t0DuBUSUMK1eqnvyk2ow4Lr3iehNlDKZcN37BDGvPa7tWrcS47qV+Fq0jUBgQogzoVaqBvt2BrQZ0veBqupu/teriJ5gUTCUwAa/B86LZeKmHAqXnvpwSy6DmsVjMUa+GIHly5kYt2/S7XPdNwi1YpUwR1TC7DE4B43E9vYwTGuXaboVVaXGN3Pgm+BVp0sjVTHgr9cYd5fb8V3SXk53K02cedjeehHTn2t1u1VFwX1PfzxX3hzmwISIHtE9I1GKqXEJUGhhr7y3UEX0EB1zfP95sZpEdMjfvSeJ6EKEn2H3Nqzvj8K4Z3uR4/wVKuO6/yl8TS8JU2RCCFHyzEsX4O56d0gXWkJ1HN9/3d0gVpOIDvDRtjxJRBfiHKYc2I3195WadtUWg6dzt/AHJIQoUw4dOoTHU/TG5bNlNVkpfJdW3hOYiB5jVEk/ELwiVUnonGzh6yOB05JZHpV3fj/E7VUiU0066c9fqJCjrWJ6otFF7DmRBSeKt6GgNEpPL7oaqQik3DWAWgunUW6z/sKTZct64l59lLQ7HsdVoZQvDIeJ3msw8e911FowFWOQEwVVFHZdew+ZxzPgeEZoAxRRy2w2U7t27UiHIc5RapzORkSn9n4h8Syrdv6XQVG4r1EsL63VXmf6llxeuiS6T1e1zn33lEno3gsvw939Ifw6VZAjRlHwtWhH3oWXYVr+NZb5H2Io4lRI076d2Mc+i2PwG2CVzTIiwnKzscyepNvluepW/DXrhzmg0+NveAGeDl0x/7RI02f96C3ymraQwhBClBL+ytU1bUpeLmRnQkKSpk+vKFVJrQPWjjfRpYaNrwvlVaU7/Hy128EtdfVPoQkXw9aNmBfM1O3ztOuC97LOYY4oRMwWnI+9hPXDMZiXLY50NGGhqH6M2//Evv1P/JWq4r72DrztrgnryT/iDORkYX9zCMa0v3S7VaMR14PP4W1dRt6bQpwhSUQPlVjtBFThhb1QVEQH6FTVSs04I3tyAisifL+/dFREEKLM8LixfDkT86LZKD5fkUPdV92C+7Y+YIvslxohhDhbijMP8/fz8dzUK2TXCFYRPclacgt719awkWw1cKzQtRbscvD6ZYnEm6O0SowQIqQsi2brtns6d5NKZ0KUIgXVyzMztUnHUHSV82DPlZWVRfny5QP6srOzi/08AJUrVy7WuLNhKV8B9mwNaKtQ+AQ/m5EaNWqENI7+MR6+/labQDX/iJ2BLRNLpLrV6Ur4RP9od8M1t4X87yNS3G436enppKSkYLFYIh1OqeLr/yq5i2cT+6X+wrD1xBHOmzaS7AefxXN+yzBHV3rovgZVFfuSj4ldMD3o4/y2GLL7PEPCBZdSvN+wQghR8tR4bdJ3okunInoJrwXeXT+GYeuyNKfLfLQtj2cvSoiKCp56DFv/CFrVE8BX5zzcdzyMr/FFYYzqNBlNeDtej7d1Z8zffIZl0RwUZ57+0G2bsE0airP/MDDJuqyIHMvnUzFkndC0+8tVwH1z7whEdPpc3R/CtG4FSnbgd3jDsXQsC2aE/IRWIUTJ8KdoE9EBDIf349dNRC9cr7xk76seahyrSUQHePev3MgmoudmY3v7NRRVuxbqr1QV1z0DIhBUCBmMuO4fjBqXiGVx2ap+fiqGwwewTR+Lf/40PFfdIutMUUo5fgTbG4Mx7t+l269arDj7vYzvwsvCG5gQUUi++YaIXiWE8t7wJKIbDQr3Nozl1XWBC3oqMGNrLi9eHN0VEYQoCwxpm7G+/zrGA7uKHOdPqY7zgafxN2oWnsCEECIMLN9+huea20NWiSQcFdEtRoXu9exM2Rx4ok2eV2X+Tge9GsaW2LWEEKWDcuQgpp+/07SrZgueLrdFICIhxJmqV68eADt27NDtL2gvGHeq5/r9999JS0vTJKKnpaUV+3kAbLbQV0s0JJbXtCV7cgKOQU62GUMeS5tqNlpWdPDrkcAK8NuyfKw6rtC5WngrRyoH92DZulHT7q9SE9MFLTFFIDE+nCwWS1hef2WNeusDOGrWw/buCBS39jQlgzOPhIkv4b6zb/69Qhl/HZ2Nk69Btwvr+69jXpMadKy/YlUcTwzHWK02coC1ECKS1DjtWlusz4nF78FtMJ9sK8n5KoCKdiPX17Qzf5cjoP2I08+SvU5uqh2dlYEtiz/WbfenVMN124P4WnYoPZ+VVjueG3vi6XhDfjGi1AUoPu2pPqYNq7G+PxLXQ8+BQYpaiPAz7Pgbc+oC3T5Xj8fBXkqKY8Ul4ur+CLapozRd5q8/wdvmavzV60QgMCHE6VBTqum2Gw7tw1+/qaZdby2wXAnmWHWsaqVBooltmYGf4asPu9lwzM2FyRHYsK+qWKe9ieGY9tQw1WjE2ffF0vO7+3QoCu47HkaNi8f6ybuRjibsDFknsH4+Fcui2Xg63oDn6ttQkytFOixB/mYB+/jnMBw9pNuvxsTieGIE/oaS7yUEgHzrDRG9RPTkQhXRS/ImqbB7GsRg0pmv+WhbHm6fduegEKKEuJxY5kzG/mq/IpPQVcWA+7o7yRs2VZLQhRClmrdxC02bkpOF+cevQnbNTLf+vUxJV5jq0UA/2XzWNv1KR0KIss28ZK7uEeKeDl1RdRI7hRDRq169elSpUoU1a9aQmxu46Sw3N5c1a9ZQq1YtqlfXr9T0X23btgUgNVWbNLl06dKAMdFAb77KqnqJ9f2bRBvK+ar/erhJnG77O5tzdNtDKdi9q6fjDaUnIUpEhK9lRxwvTMRfvqJuv6L6sc6ZhPWD0eBxhzm60kU5cRT78P5FJqF7z2tO3tApqNVqhy8wIYQIQi8RHbRrgYklnIgOcF8j/QSkaVtyddsjTTmwG9PvKzXtamwCea+8h+/SjqXznishCfc9j5M3fBr+5BTdIeZV32OZPTF/46cQ4eT3YZ3+JorOa8/brBW+Sy6PQFBnztuuC76GF2jaFZ8P64xx8h4TohQIWhE9fZ9uu14ieklu8DMoCn3O018HfO+vyNxTmZZ/jfmXH3T73Lc+gL/ueWGOKLw8Xe/G2fspVJP51IPLIMXpwPL1J8QMvgvreyMw7NsZ6ZDOafb0vSSNfjJoEro/sRyOZ8dLEroQ/yEV0UNEb2Evxu/G5nPjNObvnAtVRXSAlBgjXWvZWLAr8CiZww4/i/c46VYnOisiCFGaGf7egO2D1zGk7y9ynK9abVwPDMFfr3GYIhNCiNBxd7lNd1LEvGQunk43gbnkKwZkurSTTwYF4s0lu2B1fnkzzZPNrD8WWKlzzWE32zI9NEg8NydChDgXKRnHMC9brGlXjUY8194RgYiEEGdDURR69uzJ66+/zujRoxk6dOjJvtGjR5OTk8OgQYMCHpOXl8e+ffuw2+3UqFHjZPvNN9/MSy+9xLvvvss999xDtWr51Z3279/Pe++9R3JyMtdff31Yfq7i0JuvAkj2ZpNryq+IHcr5qv+6qbad//2aycG8wHu7b/e5+OWwi0srWcMSB24X5uVfa5pVsxlPuy7hiUGUav5aDXC89Da2t/6HMW2z7hjzssUYDu3F+fgrqAnlwhxh9DPt2oJ9yqsYMo4GHeO54ob8I8hNsqQhhIgOarx+InoFTzYHrf/+rk+ylnyCdfsqVurEG9mZ7Qto/+GAi13ZXmrHR9fvSsuSubrtnitvBlvpr+qpVq6OY/Bo7MMex5CTqem3fDcPNT4Jz029IhCdOFeZly7AuGurpl01W3D1HFD6Nn8YDLjufQL7iw+i+AJ/9xm3bMC08hu87a6JUHBCiOJQy1VAtdhQ3IE5TIpOIrqqqmTorAUmWUr2d9dd9WN49bcscryBm1k+25HHK5ckUN4WvnO4lEN7sX40XrfP26QFnmvvDFsskeTteD2+xs1R1/1MVvpBEhMTMZWRxHTF48a0+vtT5hMpPh/mFd9gXvEN3uatcV93F/6GF5S+z+5SzLR9E/VnjMbgcuj2+ytUxvH0G6hBNtgIca6KrpmIMiTYwl55bw4HjPnV8kJdYer+RrGaRHSAD7fkSiK6ECXJmYflk3exLP2iyGGq0Yjn+h64b7gnJImZQggRCWr9pvgaXoBx6x8B7YYTRzGt/BZvx5JPvNKrgpBoUTCE4At4jwYxrD+mXUCatS2PoZfoLzgKIcoe87efoehUMfW2vgq1QuUIRCSE0DNjxgxWrVoFwObN+cmgM2fOZMWKFQC0bt2aXr3ykz8GDBjA4sWLGTduHBs3buTCCy9kw4YNpKam0qJFC/r27Rvw3L/99hs33HADbdu2ZdGiRSfbk5KSGD16NA8//DAdOnTg5ptvBmD+/PkcP36cDz/8kPj4+JD/7MUVPGEqhz22/IrO4UpENxsUHjgvjmHrsjR9vVKP88ONlagSE/oFP9PaZSi52hi8LTtCkPk9IQpTk5JxPDMW64djMP/8re4Y49Y/sL/8CM4Bw/HXrBfmCKNX0p+/kPjVdN17LQDVYMDd43E8nbvJoqsQIqoEr4ieHfDnkqzcWcCgKNzXKJaX1mrvYaZvyeWlKJqzUv6ZIyxMNVtwX3lzBCIKDbVKTTL7DyPhjacwul2afuu8D1DjEvF2vikC0YlzjZJxDMvnU3X73Dfcg1qpapgjKhn+6nXxdOmOZfEcTZ/14yl4m7eR73BCRDNFwZ9SDePetIBmwyFtUq7Dp6KzFFjiJyMnWAzcVT+G9/4OrIDu9MFH2/Lof8Hpz+kpJ45imfs2xu1/gtdz6gcUPM6Rh+LS5nepsQm4HnwWDOGZr4sGakp1nFfcSPrevVhq1MBms0U6pBLj7tYL42/LsSyag3HnllOON61fhWn9Knz1z8d170D8NeuHIcpzm3HDGmInvIji0d7TQ37hUedTo1GDnI4oxLlMEtFDRI0NUmHKk8MBa3msRogxhXbivH0VK3XjjewoVBHhp4Mu0jK91EuU//3izBh2bcWcugDj1o1QaNd5NFEtVnxNLsZz9a2oFauE5BrGTWuxfjgaw9H0Isf5ajXA9cDT+Gs1CEkcQggRSe7r78H+5hBNu2XRbLztrwFjyd5z6FdBCM0EzG11Y3jh10xchT7uPt6exwstEjAZJBFCiDIvNxvz0gWaZlVRcHe9KwIBCSGCWbVqFXPmBC5Ir169mtWrV5/8c0EiemxsLIsWLWLkyJEsXLiQ5cuXk5KSQr9+/RgyZAh2e/E38N9xxx0kJyczZswYZs+ejaIoXHjhhQwePJiOHTuWyM9WUoqTMFXSi3pFua9RDKM3ZGnutQ45/PRMPcZX11TEFuL5M/MPC3XbPVfcENLrijLIYsX10LP4q9fB8um7KKqqGWI4mo592GM4H3kBX4t2EQgyivj9xHw5gwqLZgcdosbE4XxsKL7zLwljYEIIUTxBT5rx5AT8OTFEc1Z3149h2LosPIWmyT7alsezFyVgMUbHnJX5289RfF5Nu+fy6yAhKfwBhZCvVgN23P4Y9edOQNFJPLPOHAdx8XhbdQp/cOKcYpk9CcWRq2n3V6mB57rSXVHX3a0XpjWpGI4Frssq2ZlYP3kX1/1PRSgyIURxqCnVoHAievo+UNWAjccZLu33aQjNWmCfxrGaRHSA9//O5bGmcRhPZx3Q58X25hCMe9JOPbaYnH2eloTXssRgxNeyI45LOmD8ez3mRbMx/fHrKR9m3L4J+6v9cA4YJnMkIWTYvQ3bhBdQPPqbSHz1GuMYNEo2vgkRhGQih0jQiuj/TECVtxpQQlzBxaAo9G4Uy/90KiJM25rLqy2jpyKCKCXcLixfTMe85GMUv84W1Chk3LcT849f4e7+UH7lpJLaKZqbjfXjKZiXLS5ymGoy4+52b/5RSXJ0sBCijPI1uxRfzfoY92wPaDccPoDp15/wXta5RK+nVxE9VAlT5awGuta0M29n4NFbhxx+lu530aVG2dmFL4TQZ/5+PoozT9PuvqgtatVaEYhICBHMlClTmDJlSrHHJyYmMmLECEaMGHHKse3btycjIyNo/5VXXsmVV15Z7GtHyqnmqyB8FdEBKtiMDLwgnlHrszV9a494GLQqg0ntkkI2h6bs35W/yb4QX9Xa+BtcEJJrijJOUfB0vQt/1VrY3n4Vxak9wldxObG99T/ctz+E51zd1OZyYHt3BKa1y4IO8VeugeOJ4aiVa4QxMCGEKL7gJ80UqogeonurinYj19e0M39X4GfNEaefJXud3FQ7Ck5GduRi/uFLTbOqGPB0uT0CAYVeTp3GZD8whPh3h6OogXOYiqpifWc4akwcvgsujVCEoqwzb16HeU2qbp+r1xOl/8Rmqx3XPY9jH/+Cpsv801d4Lr8Wf/2mEQhMCFEc/pRqmjbFmYeSdQI1sfzJNr11QAjNfVWjJDMdq1r58UBg9eM9OT6+2efkuprFv6cybvylRJPQPZ1ukk3sZZWi4Gt8Eb7GF2HYsx3z4o8xrUktMg9LcTuxvflMfnGDSzuGL9ZzhcuBbcorQZPQvU0vwdn/FbDFhDkwIUqPc+fsjnCL1T+ipbw3f2GvXJgW9e5uEIPepsBZ2/JwevV3EQqhx7BtEzEv9sGyaHapSUIvoLidWD96C/vw/iiH9p718xnX/0zMc71PmYTuq9eYvFfew3PDPZKELoQo2xQF9w336HaZF87Kr2RQgjLc2ucLVUV0gHsa6H+hnLVNWyFBCFHGuBxYvv1Mtyvv2jvCHIwQQpy94iRMhTMRHeDpC+O5qppVt2/29jze+St091zmH/WroXuvuCGgEpcQp8t3URscL0zCX6Gybr+iqlg/eQfTqu/DHFnkKcfSsQ97vMgkdO/5Lcl7cbIkoQsholuQ+6rkwonoltDdU9zXSH/OatqW6JizMv+wULcqs/eSy/MropZR7hbtcPV+UrdP8XmxvfUihu1/hjkqcS5QvB7i5kzS7fO0vhJfkxZhjig0fC3a4W3eRrfPOv1N0DmFQQgRHfwp1XXblfT9AX8+oXMyMoRuLfDB82J12989zTkp08pvSyIcIL9IguvOviX2fCJ6+WvWx/XIC+S9Pgv3VbegWvTnSeGfe8nJL2P68aswRnhusM6ahOGgfj6Zt2UHnE8MlyR0EVILFy6kW7du1KlTh5SUFJo1a8YDDzzAvn37To755JNP6NGjB82bN6d69epUq1aNyy67jGeffZYDBw5EMPp8kogeIsGOOv5vRfRwSLYZdaseHHf5WbhbW5FHCA2XA8usidhfezzoh25pYdy2iZgXHsC8+OMzm4TIycT69jDsY5/DkHE06DDVYsV116M4XpiIWq32mQcshBCliO+S9vh1kgSM+3Zg3LCqRK+VoTMBFcpE9A5VrFSLMWral+x1ctTpC9l1hRCRZ/7xK5Qc7QlTWfXOx1ezQQQiEkKIsxOsInryfyqih6t4QgGjQeG9DuWpl6C93wJ4/pdMfipUlapEuF2YV3yjaVbNFjxtry7564lzjr9GXfJeehtfw2ZBx1hmTYRc7YkAZZVh+5/YX35Ec5rWf7mvuhXnoBFBC70IIUS0UIP8nvrvfRVAYgjnrNpXsVI3XnsP9cMBF7uyI5yI6fVg/kZ/Y7fnujvDHEz4eTt0xdX9Id0+xe3E/uazGPbtDHNUoqxL+flrjIf3a9rVmFjcZSyZ0dWzP6pFe1qpcU8a5u/mRyAiIURxBEtEN6TvC/iz3jogQJI1NBv8rqlho0ac9p7qxwMutmToV0fWyMvBtH5licSjxiXgevRFsMqpzOcStWIV3Pf0J/fNubi63Rd0HldRVWwfvoH5q5IvBneuMv76I+af9JP7Pe2vxfnoi6X/VBkRtVRVZeDAgfTs2ZPdu3dz66230rdvX1q3bs2aNWvYu/ffXM3PP/+crVu30rJlS+677z7uu+8+KlWqxNtvv03r1q3566+/IviTgJToDZFTLeyFs7pU70axfLpDm3Q+YVMO3erYMRukwpPQZ/zrd6xTR2M4EvldMyVF8bixzn0b0y8/4HpgCP4adYv1OOOvP2KdMR5D1okix/nOuxDn/YNRg3yJEkKIMstgxN31bmxTR2m6LF9+hOPC1iVSVVJVVd0j+RJDWF3KaFC4q0EMb2wITBDx+OGTNAePNo0L2bWFEBHkcWNeMle361Dbaymv2yOEEFEuJg5VUVAKLVIUnOAH4a+IDvlHK8/unMyVXx0h2xMYm0+F3j8eJ/WGitSOL7mpTNMvP6Lk5Wjava2ukARYUXISknAMGYN1+ljdk/UM2RlYPp+Ku9fA8McWZqYV32D98A0Ur/4ivmo04uo5MP9EAiGEKA2MJtSYOM39RIXCFdFDeG9lUBTubRTLS2u1G6inb8nlpUv0i2aFg2nV97oFfbyNL8Jf97wIRBR+nuvuQsnOxKIzt6DkZmEbPRjHCxNQK1aJQHSirDEcPkDKSv2TnF23PYialBzmiEJLrVAZd7deWD95V9Nnmf8B3ks7oJavFIHIhBBFUSsHS0QP3ESjtw4IoStKZTQo9DlP/57q/b9zGX1Z0imfw7R2GYpH+33XV6sh/kpVix2LWrk6nsuvQz2Nx4gyJj4Jz8334bnuTqwzxmFe8bXuMOun76HkZOG+4xE52fEsKMcOY/vgDd0+T+2GuO57Egz6BVSEKAlvv/0206ZNo0+fPowaNQqjMfD15vX+u8l8+vTp2GzaTUozZsygf//+jBw5kunTp4c85mAkET1EglZC8IY/Eb11ioVGiSa2ZAZWP9h43MPoDdk8d5F+0rw4hzlysc59B/MPXxY5TDWa8DW9GAxReLiC24Vp87qg3cadW7C/9BDuG3viuf5uMJl1xykZx7DOHF/kccEAqs2Oq/sj+Ytl0fj3IUSYXHDBBQE78v6rbdu2LFq0KOhjMzIyaN26NQcPHqRz5858/vnnoQpThIi3zZX453+I4fjhgHZj2maMf6/H1/iis75GnlfFozP/FMpFPYAe9bWJ6AAfbculb5NYFPmCL0SZY1r5LYYT2kVzT/2m5NZsKInoQojSyWDMT7IudNrDfxOmyoWoutSpNEoy8+7l5bh76XEK1/I57vLTY+kxvu1akVhzydz3mX9YqNvuueLGEnl+IU4ymXHdPxh/lZpY576t6Tanfon38uvw124YgeDCwO/D8un7WBbPCT4kNgFn/1fwn9c8fHEJIUQJUOMSNInoyd5CieghrIgOcHf9GIaty9LMl320LY9nL0rAYozAvZ3fj3mx/sbuc6Ea+kmKgvuOR1BysjAvX6LpNmQcxV6QjJ5QLgIBijJDVYmbMxGDzmnQvjqNyuxGP0+X7phWfIvxwK6AdsXpwDprIs7HX4lMYEKIoNTE8qg2O4ozsJCmcqhQRXS3fpXnUK4F9mwQw4jfsyh8EPKcbXn8r0UCCae4pzP9/J1uu/Ph51Cr1S6hKMU5xWrD9cDTqHEJWL7+RHeIZclclNxsXPcNAqOkgJ42vw/bO6/pFivxWaxkP/AMFpP8vYrQcTgcjBo1itq1azNy5EhNEjqA6T+vQb0kdIBu3brRv39/duzYEbJYi0PeLaFisaJabChuZ0BzuYKK6LbwJaoqisL958UyZE2mpm/MhmyuqmajZSU5QkLkM25cg/XDMZokwsJ8dRqdVkXxSDD++RvWD9/AcOSgbr/i82Kd/yGmtctwPfA0/jqN/u1UVUw/f4d11kSUXO3O1//ynt8SV+8nUStULsnwhSi1EhIS6NtXe8xjzZo1i3zc4MGDycoq+v0mopzJnL87+6O3NF3mhbNKJBE96ORTiBf16iSYaFvZwspD7oD2zSe8bDjmoXkFuZcSokzxebEsmq3blXftObRoLoQok9S4RJRCiejJ/0lEj0RF9ALX1rTz3EXxvPa7dgPgnye8PLYigw87ljvrTYCGfTswbt+kafdVr4u/XpOzem4hdCkKnmvvwPjX75g2rgnsUv1YZ4zD8cLEslfcwJGL7e1hmNavCj6kYlUcA17DUqNOGAMTQoTT3LlzWbVqFevXr2fz5s243W4mTZpEjx49dMdnZWUxcuRIvvzySw4fPkxKSgrdunVjyJAhxMVF16l0anwiHA48UbbgZOQC8ebQJoJXtBu5vqad+bsCE7qOOP0s2evkptr2kF5fj3Hjak1iKOTfa/kuuDTs8USUouDq/SRKbhamdSs13Yb0fdjeeBrXvU+UvfuA06bkV4yV04lOm+mXH7HoFOdSFQOueweV3SqeJhOue58gZsQAbdfaZRg3rMF3YasIBCaECEpR8FeqhnHP9oBmQ3qhRHRXeCuiA5S3GbmtbgwfbcsLaM/xqny8PY+HmgS/D1WOHcb493pNu69WQ0lCF2fHYMB9Z1/UuESsn72nO8S8bDFKbjbOR14AizXMAZZu5q9mY9yyQbdv3zV3EysnE4gQS01NJSMjgx49euDz+Vi8eDFpaWkkJibSsWNH6tYtXk7mt99+C0Djxo1DGe4pSSJ6CKlx8SjHAxPRCyagyoV5Ue/ehrFM/TuXrYWqovtUeGjZcZbfVIm4EqooJUqp3GyssycFPdalgGo24775fjzX3B71O+p8TS8m77UPsHz2Pubv5mmOHi9g3JuG/ZW+eK67C/dNvVByMrFOexPThtVFPr8aE4vrrn54218jR90I8R+JiYk8++yzp/WYBQsW8OmnnzJ69GgGDx4coshEOHguvw7zghkYsjMC2k1/rsWw4++zPno36ORTGO6t7mkQq0lEB5i1LU8S0YUoY0y//oShUDIBgK9mfTxNL4F9+3QeJYQQpYMapz0Zr/w/81UKkBjiDX6n8tSF8fxx3MOXu52avi92Obhgo5knLzy75BRTkGro3o7Xy/d7ETqKguue/hifv09zXLcxbTOm5UvwdugaoeBKnnL4ALZxz2HcvyvoGPcFl7L1mnuoVrFK+AITQoTdsGHD2Lt3L8nJyaSkpAQ9TREgNzeXrl278scff9CpUyduu+02Nm7cyIQJE1i5ciWLFy8OWgEsEtS4RE3bf0+aSbAoGA2hv7e4r1GMJhEdYNqW3IgkolsWfazb7rnuznPzXstowtn3Rexjnsb4tzbRxbh7GzGvPBqBwKKP+s/mPfftD0lifnE5crHMnqjb5el8U2ARrjLIf96FeNp1wbziG02fdeZ48hp/KEl5QkQZNaUa6CWiq+rJ+4QMt3YtUCH/3iqUHmwcq0lEB3jv71z6NI7FEOQ+xrR6qW4uirfNVSUeozgHKQqeG3qgxsVjnT5W97Vm+m05trHP4uw/DOwxEQiy9DFs/xPL/A91+5yXXsHxC1oTG+aYxLln/fr1ABiNRtq2bcv27f9+PhoMBh599FGGDRumedz8+fP5+++/cTgc/P333yxdupRatWrx3HPPhSt0XRH9Bjd37lwGDhxIx44dqVSpEklJScyaNSvo+KysLJ577jnOP/98KlWqxAUXXMD//vc/cnK0RyREA92FPe8/FdHDnIhuMym8e3k5TDr3RTuzfbzwi7Zaujh3GH9bTsyz954yCd1X/3zyXp2Kp+tdUZ+EfpLVjrvH4zieewt/5RpBhyl+P5avZhHzwgPEPNf7lEno3uZtyBs+He/l156bE6dClKCjR4/y5JNPcscdd3D11VdHOhxxtqw2PF1u0+2yfBX8Pq+49CafIPQV0QFurGXTrWL1yY48nF79zU5CiFJIVTEv1P995bm+h9z7CSFKvaISphLDlCxVFEVRmNy+HE3K6c87DFuXxdd7tYlWxeZyYv75W02zarHikQVCEWJqSjU8192t22f95B3IKRunhBn+Xk/My48UnYR+3V1kPfoSfmv4EySFEOE1YcIENm7cSFpaGvfff3+RY8ePH88ff/zBwIEDmTdvHkOHDmXevHkMHDiQdevWMXny5DBFXTx691X/PWkmHPNVAO2rWKkbr614/MMBFzuzvDqPCB3D9j8xbt2oafeXr4S3VaewxhJVLFYcA17DV6tBpCOJaoqqYln8MZZZE/ITEkXRPG5sE17CkHFM0+VPLI/71gciEFT4ue7oi6pTSd9w5ACWhR9FICIhRFH8KdU1bYrLiZJ5/OSfM3WKUiValKCJ4CXlwmQLl1XSFp7alunlpwOuoI8z/fydpvjYNxAAAQAASURBVE1VDHgvO4fvfUSJ815xI66+/0MNkqtl2rwO+6hBUKhYnNCRl4Ntyqsofu3vGn+FyuTe3U/WAkVYHD16FIBJkyaRkJBAamoq+/btY/HixdSvX5+JEycydepUzePmz5/PqFGjeOutt/j2229p1qwZX3zxBbVr1w7zTxAooonow4YNY9q0aezdu5eUlJQixxZUQZg8eTINGzbk0UcfpUGDBkyYMIEbb7wRp1NbJSnS9CagCipMReKY4+YVLDxzkTY5HmDa1jyW7DmLRTxROmVlYJ38Mva3/ofhPzf2hakWG64ej+N4fjxqlZphDLDk+BteQN6r7+PueheqEvz9Z0jfh+LIDdqvxiXgfOR/OAe+hlquQihCFaLUc7vdzJo1izFjxvDuu++ydu3aIsc/8cQTGI1GRo0aFaYIRah5Ot2EatfuETb9thyliESE4sgMlohuDf2XwVizgZvraJMkMt0qi+U+Sogyw7hhFcZ9OzTt/pTqeFteHoGIhBCiZOkVTkiO4HyVnjizgdmdkymnc4+nAg/+dIKtGR7tA4vBtOYHlDzt935vq06gk7wgRElzX383fp0K4EpOVtBjlksT049fYX/9SZQgSfWqyYzzwWdx3/EwGLRJk0KIsqdjx47UrHnqdQVVVZk5cyZxcXGaExMHDx5MXFwcM2bMCFWYZ0SN164DJvicWPz59ynhOmnGoCjc20i/Xt/Q3zJRw5jQa1kcpBp6l9vBVEoKHIVKTBzOp17XTcATgSzfz8e8ILre71HH78P67ghMf+qvv7jvegxi4sIcVIQkJOHq/rBul3nRHJQDu8MckBCiKME+B5X0/Sf/W68oVThORob8quh63v1LP4fEsGe77nqCr+nFqEnJJRqbEN5WnXA+MRzVon9KlHHn38QMH4By/HCYIytdrDPGYTh6SNOuGgw4+/5PN89BiFDw/7MZwmKxMGvWLFq0aEFcXBxt2rRh2rRpGAwGJk7Unn40Y8YMMjIy2LVrF19++SVms5kOHTrw008/hftHCBDR1aWyXAUB0F28ivTC3sAL4ri0onYHH0D/lRkccfjCHJGICFXFtHopsc/di3nND0UO9Ta+iLzXPsBz9a2lf3HIYsXd/WEcL03GV73uaT/cc+kV5I2Yjrd1Z9n9JkQR0tPTeeyxx3j11Vd5+umnufLKK+nUqRM7d+7UjJ07dy4LFy7kzTffJCkpKfzBitCIjcfTuZtul+Wr2Wf11Bk6VRAgfBWmetTXP85M76g+IUQppKpYvtSvlOS+/u7Sfz8shBDoJ6LH+V1Y/B7K26IjER2gdryJaR3LY9T5+p3tUbl76fGg94ZFMf/4pW6754obTvu5hDgjFiuuex7X7TL9+BWGHX+HOaAS4vNi+WgCtg/fQPHpzzH7E8rheHYc3nZdwhycEKI0SEtL4+DBg7Rq1YrY2MCF/9jYWFq1asWuXbvYt29fhCLU0itIBf+uBSZZwreOcHf9GMw6t3ILdjmZGaZ5K+XQXozrVmja1Zg4PB26hiWGaKcmlMMxeDT+JCl0dCrW+R9i/n5+pMOITqqKdcY4zL/or/F6m158zlXh9V5+Hb76TTXtis+LdcY4qbAvRBTxV66m225I//ceL8Olfc+Gax3whlp2Ktu11/p6r5Nd2dqTZvSqoQN45dQ9ESK+Cy7FMWQMapANZ4YDu7EPexzl0N4wR1Y6mFZ+i3nV97p97m734de5nxAiVBIS8tdqmjdvTpUqgYVLmjRpQu3atdm5cycZGRm6j09KSuLyyy/ns88+w26307dvXzyeMyvgUxIiuvW8Y8eOxRp3qioI77//PjNmzGDQoEEhiPLM6S3slffmgKpSLkKJ6CaDwjuXl6P9gsPkeANv3o44/Ty+MoM5ncujSJJtmaVkHMM6/U1M61YWOU61xeC6sy/ejteXuaRrf53zcLz8DuaFs7AsnBl0cezk+MRyuHoNwndJ+zBFKETp1aNHD1q3bk2TJk2IjY1l+/btTJo0iblz53LjjTfy888/Ex+fv1Hr4MGDDBkyhNtuu42uXWUhoqzxdLkN8zefonjcAe2m1d/jvqU3qk4FwOLIcOtPGIerEsKllSw0SDSxLTNwsin1gIufDrjoUNUaljiEEKFh/Hs9xrTNmnZ/+YoycSyEKDOKSpgqZ4muinkdqtp4tWUiz/2SqenbnuXloWXHmdM5GaOhePMWhj3bMab9pWn31ayHv27js45XiOLyNW+D96K2mH4PnJ9TVBXrjLE4XpxcujbA5WZjm/Ry0IqcAL6a9fNPGEwu+mRUIcS5Ky0tDYC6dfWLyNStW5elS5eSlpZG9epFV5QO1ynKqtWO3kxQsiebg9ZyJJjCF0u8AjfWsPD5bremb8jqDJonqjRMDO2ycOxXs1F0kj0dHa7HqRggCk+3Lklutzvg30HFl8M94DUSJg3FePRgGCIrvSwfvYXLYsN96RWRDiWqxCyYjvmHhbp9vvgksnr0x+9yhTmqyPPc+RhJw/uh+AM3LJv++h112RJcrc6t5PwzYbPpV9gV0WPu3LmsWrWK9evXs3nzZtxuN5MmTaJHjx6647Oyshg5ciRffvklhw8fJiUlhW7dujFkyBDi4iIzB6QGqYhuOPRvIvqJCFZEtxgV7msUy8j12QHtKvDuXzkMvzTp30a/D9OqpZrnUC02vBe3C22g4pzmr98Ux3NvYRv9FIbM45p+w7F07MMezz+Np3bDCEQYnZT0/VhnjNXt8zVshucG/d+lQoRKgwYNAEhM1F+zKWg/1bxCQkICl1xyCYsWLWLHjh00atSoZAMtplJxBlpBFYTOnTsHrYKwdOlS9u3bd8rJp3BSY7WJ6BbVR5zPGdEKU3USTAxvlUj/lRmavq/3OpmxNS/oEX6iFFNVTCu+xjp7EkpeTpFDvc1a4brvSdTkSmEKLgJMZjw334fv4vZYp47CuGur7jBPuy647noMdDaWCCG0nnnmmYA/N2vWjHfeeQfInxyZPn06/fr1A6B///6YzWZGjRoV9jhF6KkJ5fB0vB7Ld/MC2hW/H8vij3Hd+8QZPa/ecXwQvkoIiqLQo34MQ3/THjPfd/lxVnZLidiGQyHE2TMvnKXb7rn2TjCZwxyNEEKEhhqvP6lZwZNNOVvVMEdzan2bxPLHcQ9ztgdW8rz22Hr6bvwO91eHSS7u/VeQ+RBPxxvL3CZ8Ef1cPfph3PSrZvOucecWTD8twnvFjRGK7PQoh/ZiH/schiIqbXkvbo/z4efAag9jZEKI0iYrK3+uJdgCbEGlsIJxRTl06FBYqoAlujxoz0bOv68CMHry2Ls3I+RxFLi/ksL3+21kegPvaxw+eODHE3zY3Emopq1MOZk01akI6jeaSGt0Cd69505FxvT09GKMMqA88Dxxe9Mw5Z76NV3WmXMyqZr6uWYjg6KqxH/4Bml5TrLrnR+h6KJLxV++p8K3c3X7vFY72+/sjyPPDXnnznvuX2aqtexEpTXaKqe2uVPYWb4aPpv+iacCzGYztWvXjnQY4hSGDRvG3r17SU5OJiUlhb1FfL7m5ubStWtX/vjjDzp16sRtt93Gxo0bmTBhAitXrmTx4sUR2XygJpRDtcWgOAPneQIrouskoodpHRDgvkaxvLEhm0K1PXnvr1x6Noilcbn8tQLjX+sxZBzVPN57cTuQ3zcixPw16uJ4YSL215/CcOSApt+QnYH95UfwXtYZz7V34q9ZLwJRRhGvF9vbw1CcDk2XGhOH85HnS1dRCFEmtG+fXxB361ZtzqLH42HHjh3ExsZSocKpT9Q6dOgQkH9PFymlJhEdSlcVBADFFoNFp728Nweb343TGbkFrttrGFhS3cySfdqJuGd/yeDS8lAnXn7BlpRiV0EIEcPxw8TNHI9l829FjvPHxJF7xyO4WnXOX4At49UpAKhUjbynx2L/7nNiFs5E8ea/J3zlKpBzzwA857fMH1eK/y4i/foTZcPZTkT07t2buXPnsmbNGvr168fs2bP57rvvmD59OsnJySUUpYg2nmvvwJy6QHPyhGn5Ytw39UJNOv3/93qTTwqQEM6jjhvEMGp9Ng5f4AzUgTw/A38+wbSOcrqMEKWRYcffulU81fhEOUJcCFGm6J3gB/mVO8tH4YY6RVEY2zqJLRke1h3N/85+7bH1zP9jDCb0NymeDtVqw9vmyrN+HiFOl1qxCu4b7sE67wNNn/XT9/BefDkkJIU/sNNg3LQW26ShRRa9cN/UC3e3+8AQfb9fhBBlV+XKlcNyHZMjQ7c92ZP/e7FquThq1Ahf4acawFs2N/cuz9b0bcsz8MGR8gy/JDTxxHyxFIPPq2l3tbmKKo3PjQRit9tNeno6KSkpWCx6K8Q66tYPbVClSE61GsTrVKhU/D7qff42mQNH4K3XJAKRRQ/r6qXEB0lCV80WdtzRj4Rml1ChuK+/Mki5+1F8W9ZjLJQYas7NpsGv35F7d78IRSZEyZgwYQJ169alZs2ajB07lpdffjno2PHjx/PHH38wcOBAhg4derJ96NChjBs3jsmTJzNo0KAwRF2IouBPqY5xd2DSnZK+HwBVVXWLUpWzhm/drXKMkW517Hy2IzBh1eOHASsz+LprBQyKgklnEx4gp6uKsFErVcXxwgRsowdj3LdD06/4/Zh//g7zz9/hbdYKd9e78De68JwsyGH5YhrGHdqTMgGc9z8lJ/iJiKhTpw6dOnUiNTWVGTNm0KtXr5N9Y8eOJTMzk+7du2MymcjOzubQoUMnq6j/18yZM/ntt9+oV69e0PzqcCgVieilsQoCQHmnB73pnBq+bA7u36fTE15PVIM16XaOewI/YPK88OBPx3ivmQvTuffZE1LFq4JQglQ/yeuWUW3pZxjdRR/BltHoIvZe2wNvXCLsi/zrM+yatsZY53wS0v7EGxNHTq1GqCYzlKEqHWF//YkyoySqIBQkm+fl5e9u37hxIwD33nuv7vilS5eSlJTE+eefz4oVK87q2iJy1OQUvG2uxrx8SUC74vFg/uZT3Hc8ctrPqTf5lGBRMITxC3Mlu5EXL07g2V8yNX0LdjmZvT2PHg3kdBkhShvLV/rV0N1dbgerHEsrhCg7giWil/fkRO3JLjaTwkedkrli4WGyc/KYvHVqiSShA3gv6wx2uXcTkeG59g7MK7/B8M+CewElNxvrp+/ieuDpCEV2CqqK+fv5WGZPRPHrvxdVswVXnyH57zEhhCiGgrW+zEztfAv8uwZYMK4o4aruaSivX5Us+Z+K6Ml2c9grjd5U38aDR/2891eupu+DbU6urBnDdTVL+IQKRx72n77SNKuKgv/6uyNSbTWSLBbLOfczl4jON+FyObDOfVvTpbhdJE56Ccdz4/FXj1xiRSQZ16/CNn2Mbp9qMJD10PPklqtK+XP99Wez4b7ncewTX9J2LVuE2vF6/HXPi0BgQpSMjh07FmucqqrMnDmTuLg4Bg8eHNA3ePBg3n//fWbMmBGZRHTAn1JNk4huSN8PqkqeV8Wj8zUznBXRAZ64IJ75Ox0UqknFL0fcfPB3Ln3qmjCtXaZ5nD+hHL6mF4cpSiFATUrG8dx47G8+i3H7pqDjTBvXYNq4Bl/dxri73oWvRdtzpgK48a/fMQdZA/R06IqvZcfwBiTEf4wZM4arr76a/v37s2jRIho0aMDGjRtZtmwZNWrU4NVXXwXg+PHjXHrppVx00UU0aNCAqlWrkpGRwbp169iwYQMJCQlMmTIloj9LqUhEL0nhqoIAYDleS7e9lsFBjRo1whZHMDWA8VY3PZdpKyNsyjYyPyuZQefLcTEl4YyqIJwlw+EDxM98C/PWP4oc549PJOeux/C2aE+Vc3DXm0aj/GoKSZGNokRF4vUnRGFr1+ZXmK1ZsyYAl156Kbm52sWQ3Nxc5s2bR7Vq1ejUqdMpTzoR0c/d9S5MK77WHKtqTl2Au+vdECQRKphMnYroiWGefAJ4uEks3+1zknpAu9FryOpM2qRYqZNwzt1qC1FqKft3YfptuaZdtcfi6XRTBCISQogQitMv9FAhSiuiF6gaa2TGFeX5feJsariOl9jzeq64ocSeS4jTZrHiuqc/9jFDNF3mZYvxdOiKv37TCARWBK8X60fjMf+wMOgQf1IyzgGvSZKPEOK01KuXf1T8jh3aSn7/bS8YFw3U+OD3VQBJEbq3evWSRH4+5OLPE9oK5Y+tOMHKmyxUjS25pBPzT4t0T8fwXdwetXLk10NF6eG57k6U7Ewsi+do+pTcbGyjn8bxwgTUilUiEF3kGLZuxDbxpaAbAF19nsHTrFWZKq51NnyXXI63WStMG9cEtCuqinXamziGTjlnEu/EuSstLY2DBw/SuXNnYmMDN9/HxsbSqlUrli5dyr59+yKyFqumVNO0KW4nyomjZFjL6z4m3PdVTcub6dc0jvGbtPc4L/+WxR2H/yTOmafp817WCYyyPijCLDYex9OjsU14CdMfvxQ51LjjL+wTXsRfuQbua+/Ir+BvsYYp0AjIycT6zmuaXAUAf5UauHrIaSkisurUqcMPP/zA8OHDWbp0KampqaSkpPDggw/y9NNPU7FiRQAqVKjA4MGDWbFiBT/++CPHjx/HYrFQs2ZNHn30UR577DGqVdN+voZTqfj0K41VEAAM5fQrIdQgL2p2It9Qz0bvdB8fbtHeII3Z5OCaWnG0qCiJqyUlLFUQ/D7M387D8vn7KKeogu5pfSWuHv0wxCcRHa9IEUpShUOE2tatW6levToxMTGa9oIj32677TYAbrnlFm655RbNc+zevZt58+Zx3nnnMWHChJDHLEJPrVIT7yUdMP/6Y0C74nRgXvoFnpt66T8wiAy39ktiuKsgABgUhcnty9Hmi8McL5Qcn+NVeXjZCRZfVwGTQTZ5CVEaWL6ardvu6dwNYuPDG4wQQoRYsIroyd7orYhe4DLfITruW1xiz+e59Ar8dSRRVkSWr1krvJdcrltJzTp9LI6X34meRJmczPxFzb/XBx3iq9MIZ/9hqOUrhi8uIUSZUK9ePapUqcKaNWvIzc0NSJrKzc1lzZo11KpVK6oKV6ixwe+rIDJzVpB/mswHHcvT8csjOAqV8TzhUnlo2XEWdKmAsSTmrbxezN98otvlvu7Os39+cc5xd38IJScT8zLtfb8h4yj20U/heH4CaqJ+omJZY9iThn3ssyget26/6+7H8La9GpzOMEcWxRQFV88BGJ+7T/P3Zty9FfPSBXiu0q5PCVGWpKWlAVC3rv4pEnXr1mXp0qWkpaWd8t7KGYLfL2pyCnpZSJ59OzlcSf/klljFF5JYijKgsYUvdhnYnRO4DpjtUdn3zRL0tkXlXdwBr/xOPmtutzvg36I4FJyP/I/Yz6di+/HLoBvYChgO7cX24Rv4P5+Ko3M3nJd3RY2JC1OsYaKqxL83CsOJo9ouo4nM+4fgUxXNfZS8/kRJOJ38vOrVqzN58uQix8TGxvLcc8+dbVghVSoS0UtjFQQIvrBXxa/dMRdJw1omsuygi7QsX0C7T4WHlp3gpxsrEmuO7oVIkU85sBvb+6Mwpm0ucpw/KRnXvYPyj1oRQogS8vnnnzN58mTatGlDjRo1iImJYfv27Xz33Xd4PB4GDRpE27byeycaLVy4kKlTp7Jhwwby8vJISUmhZcuWvPzyyyWyuOe5oYcmER3A8s1neLrcBrbin8CSoVMRPVLVpSrHGHmrbRL3pGorcv5yxM0bG7J55qLTq/guhAg/5chBTKu/17SrZkv+7yghhChjgiaie3KiuiI6qop15niMfp+mK81Wib9jqgLQvIKFFPspfg6zBV+jZng6dQtBoEKcPtfdj2Hc+AuKO3Dhy7hne9Qkyij7d2Ef+xyGIweCjvG06oSrz5CyXUlLCBEyiqLQs2dPXn/9dUaPHn2ysAXA6NGjycnJYdCgQZELUI/JhBoTi5IXePJj8j8V0SNxil+BRklmRl2WSP+VGZq+FYfcvLkxm8HNz37eyrQmFcPxI5p2X6ML8ddrctbPL85BioLrvkEoudm6p9cZ0vdjGzMExzNjoawlSxWipO/H9sZgze+YAu4b7sHT5fYwR1U6qJWq4r7hHqzzPtD0WT6firdlB9Sk5AhEJkR4FBTzTEzUP72loMhnwbiiHDp0CI/HU3LBAbGqCb3yL1l/b2KrOxl0yih6s4+zd692TijUBtcy0O/PwHgquLO4aP96zVhncmV2GmxyQkUJSk9Pj3QIpU+brpibXEalX74j+fflGINsZitgyDpB7PwPsS2aw9EWl3O41VV445PCE2uIJa9bRoX1P+v27b/iZo4o1iLfr/L6E2fKbDZTu3btSIcRdqUmEb20VUEAIMjCXiWf/pfFSIk1G3j38vJcvegIhQojsD3Ly4trsxjTOikisYli8nkxL56LZcE0lFN8CfBcfh2uO/tKZUchRIlr3749W7duZePGjaxatYq8vDySk5O56qqr6NOnD506dYp0iKIQVVV54oknmDZtGnXq1OHWW28lLi6OgwcPsnLlSvbu3Vsi91f+Wg30j8LMzcL84yI81xR/sjzDrZOIbolc1fHra9np1TCGGVu1p8uM3pBNp2pWLq0kSRhCRDPL4o91K0N4Ol6PmlAuAhEJIUSImcy4rTFYXIH3L8me7KhORDf98gOmzes07R7FyM0XPMnm2Pz71iSLwoqbKlE9rlRMewoB5FeDc9/UE+un72n6LPOm4r20Y0Srfho3rMY2+RUUnWPHC7hufQDPDfeAIqdCCSECzZgxg1WrVgGweXN+EZ2ZM2eyYsUKAFq3bk2vXvkn5g0YMIDFixczbtw4Nm7cyIUXXsiGDRtITU2lRYsW9O3bNzI/RBHUuERNkmiFfxLRk6yR/Z3Ys0EMqftdfLHLoekbuT6b9lWsXJZyFvNWqop58ce6Xe7r7jjz5xXCaML5yAvY3nwG01+/a7t3b8M+7nkcT71eZjfAKRnHsI8ejCFTWwQFwHPFDbhvfSDMUZUunuvuxLzqOwwHAxPMFEcultmTcD36YoQiE6J0qVy5cok/p5Kkn6tSwePAmlQRyNb01atSkRqVzSUey6nUqAE/5ebw6S7Xybbuh1djQrum4Gt7NTVq1gxneGWW2+0mPT2dlJQULBa9+vmiSDVqwAXNych5GNtPC7GnfokhJ7PIhxjdTlJWf0uldT+R06M/rss6hynY0DDuTSPpuyAnNzW5GNutvalh0J8Ll9efEGemVKzIlMoqCIDHpr8Lu4I3uiqiA1xc0cLgC+MZuV57Qzf171y6VLdxdY3iHxkgwsewZzvW91/HuHtrkeP8ySm4ej+F74KWYYpMCHGuadeuHe3atTur56hVqxYZGRklE5A4pbfffptp06bRp08fRo0ahdEYeNy71+stsWu5b+ihSUQHMC+Zi6fzTWAu3pc43UT0CCdMDb80kRUHXezI1j9dZvlNlYiX02WEiEpKxjFMy7VHPatGI55rZdFcCFF25dnidRLRcyJ+XxWUIw/LbP2jKd+qfs3JJHSADLfKw8tP8GWXChgNkhArSg/PNd0xr/hamyiTl4tl7ju4Hno2/EGpKuavP8Ey920UVdUfYrHhfPh5fJe0D3NwQojSYtWqVcyZMyegbfXq1axevfrknwsS0WNjY1m0aBEjR45k4cKFLF++nJSUFPr168eQIUOw2+1hjb041PhEOBx4WkSyJ38dMCmCFdEhf311XJskfjvqZm+Odt6qz08nWHFTpTO+BzT+8QvGfdrTrH1Va+NrdtkZPacQJ1msOAcMwz7iCd01UOOWDdgmv4Lz8ZfBWCpSHoovNxvb6MFBT6LxtOyIq9dA2QB4KmYLrl5PYB+lzSMxr0nFe/l1+M6/JAKBCRF6BRXPMzP1E08LKqEXjCuKzRaCPCFriu6pMpZjh8hVjboPqRhnxWaLTELoyNZmUg8e5tg/pzb3SF+hP/Dya0Pz93UOs1gs8nd6Nmw21FsfIO/6HphWfI1lyVwMRw4W+RDF7SL+w9FYXHml9uQVw7ZN2N98BsXj0vT545PwPPwctphTn9gurz8hTk9EZ0BmzJhB37596du3L1988QWQXwWhoG3GjBknxw4YMIDzzz+fcePGccstt/Dyyy9zyy23MG7cuKitgnDCZyDTqJ0UK+eJvkR0gKcujOfiCvo7CPutPMFRZ/iPuRFF8HqwzPsQ+9CHT5mE7u7cjbzXPpQkdCGEECc5HA5GjRpF7dq1GTlypCYJHcBkKrkJfH/DZvgaNtO0GzKOYlr5bbGew+FVcencjkR6US/ObOD9DuUx6cz778r2MWR10TvMhRCRY/7mU90ThbxtrkZNTolAREIIER7ZVm3lqWiuiG75YhqGjKOa9tz4ZF6tdbOmfeUhN+P+iM75NyGCMplx9Ryo22Ve+Q2GLRvDG4/HjfX9UVg/nhI0Cd1fvhKOFyZIEroQokhTpkwhIyMj6D9TpkwJGJ+YmMiIESPYtGkTR44cYdOmTQwbNoz4+Og85VWNS9S0Jf9TET0xwnNWkF/A4f3Ly2HUmbfal+tj4M8ZqEF+z59KsGronuvugCDVBYU4LfZYnE+Nwl+5hm636feVWD94A87wNRyVXE7sY5/V3eQB4G16Ma6HnwODfqKmCORr0gJP6yt1+6wzxoFbm6AmRFlQr149AHbs0P9dUtBeMC7sFAV/ivZEZuXwAU64tAWpILJFqZJtRoa3yr/nq593iFbZaZoxvoYXoFasEu7QhCgeqw1v527kjZqJ89EX8dVqcOqHzJ6E5fOppe4+y7hxDfbXn0TJ058bdj34DGpScpijEuLcENFZgIIqCHPmzGHDhg1AfhWEgraCo/rg3yoIffv2ZevWrUycOJGtW7fSr18/FixYEJVVEI67/Bw3a6uiJ7qjcyHMZFB49/LyxOhkUR12+Bmw8swno0TJMuz4G/tLD2FZMB3FF3yDgD+lGnnPjsPdayDYT72bSwghxLkjNTWVjIwMunbtis/n48svv2Ts2LF88MEHQSemzpb7hh667ZZFs8F36urrmTrV0CHyFdEBWlS08MxF+pUjZm/PY4HOEchCiAjLycKcukDTrCoK7q53RSAgIYQIn0yr9r4l2ZtDvDn6KuoZ9u3A/O1n+n09H6NLg/K6fcN/z+LXw+5QhiZEifM1vRhPqyt0+6wzxhXre1NJULJOYB85CPOKr4OO8dU/H8fQt/EXY/FSCCHKMr1E9Ar/JKJHw5wVQKsUK88Gmbf6YpeDGVvzdPuKYtjxN6a/fte0+5Mq4A2S9CnEmVATyuEYPBp/uQq6/eYVX2P5eEqpS5LS5XFjmzQU47ZNut2+uo1x9n+12KeLinzuux5FjYnVtBvS92FeNEfnEUKUfvXq1aNKlSqsWbOG3NzAquO5ubmsWbOGWrVqUb26Nhk8XPwVq2raDEcPkREsET3CG/y617XTqao1aDV0x2Vy/yNKAaMJb6tOOF5+F8fTb+BtenGRwy1fzsQyczz49d+X0ca0JhXbuOdRgmw0c199K74L5eQmIUIloudUTZkyRVPpoCgFVRBGjBgRwqhKznGXH9UURx2OBLTHuaIzER2gXqKJ11om8sSqDE3foj1OPtqWR8+G2i9qIkzcLizzp2FeMhdFDf5BryoGPF1uw33L/WCVY0KEEEJorV+/HgCj0Ujbtm3Zvn37yT6DwcCjjz7KsGHDTvk8Tqez+Bdt0AxzjXqY9gZWCjAcPoB/5Xe4L9VPuCiQnq2fdBGr+E4vjhDp28DEd3tNrDmijXPAyhNckOCnaoxUqjlbbrc74N9CnCn715+iOLWbRNwt2uEoVwmC/F6R16AoCXKco4g0vcIJFTw5KNF2tLuqYp0xHkVnscPb9GJ8l17Bmx6VX4+42ZMTuFHfp0Kfn46z/KZKJERBNVIhist956OYNqzW3KcY9+3A/P38kB+LbNizHdu45zEcSw86xtOuC677npQkKCGEANQ4bYJ3gs9JguLDqleGPEKeuCCOHw84WXFI+132mTWZtEqxcF6S/qnJAfx+TGtSsXz2nm63p8ttYCrG8whxGtQKlXEMfoOY1/qj5GZp+i1ff4JxywbcdzyCr/FFEYjwLPn9mNb8gOXz9zEcOag/pGotHINGgE0Kj50uNbE8rtsexDZjnKbPsmgW3jZXoupUZhaiNFMUhZ49e/L6668zevRohg4derJv9OjR5OTkMGjQoMgFSP7v9sIURy6erCwK11Q1KJBgiex9laIovNk6kZj5KzV9bsXIW7GX0D8CcQlxRhQFX9NL8DW9BMOurZi/mo351x91h1qWfoGSm43rwWei+j7flLoA64xxQU/18za9GHf3h8MclRDnlogmopd1x51+VJ2FvRin9gtyNLmvUQxf73PyzV5t4sWzazLpWNVKjTh56YSbYetGbFNHYzi0t8hx/qq1cD7wNP76TcMUmRBCiNLo6NGjAEyaNIkLL7yQ1NRUGjZsyMaNGxk4cCATJ06kTp06PPDAA0U+z6FDh/B4PMW+bvalV1Fnr/bIOvOXH5FWuS4owZOEtmUZAG3injf7OHv3Bj8hJJyeq6Vw93Ebub7ACbEMt8rDPx5j4vkuDNGzBlmqpacHT4wR4lQMbidNv5+n27fzoo449hZ9zw3yGhRnzmw2U7t27UiHIc5xR0za+aokby45Pi8Yo2fOx/Tzdxi3bNC0q0YTrnv6g6KQaFF47/JyXLvkKP5C6wy7c3w8tTqDdy/Xr5ouRDRSy1fE3e0+rB9rC7hYPpuK6ZefQnp9w57tKG79DXmqouDu/jCea++AaNu4IoQQEaLGayuiA9QmuopSGf85FbndgsMcL1Rp1OFTuf/H46ReXwmbzqnJJ5/jz7VY5r6LcfdW3X7VHovnihtKNG4hCqjVauN4ciT2UYNQXNp7FePOLdhHPoG3WSvc3R/GX6NuBKI8fcY/f8PyyTsYd+m/rwD8ySk4Bo+G+KTwBVbGeK+4Ad/yJRh3bgloVzwerDPG43zqdbm/FaXCjBkzWLVqFQCbN28GYObMmaxYkV+lu3Xr1vTq1QuAAQMGsHjxYsaNG8fGjRu58MIL2bBhA6mpqbRo0YK+fftG5of4h7+iNhEdwHr8EBBYLT3RomCIgvdo3cNbiXEc1rQvTr6IYVugy3keGhVnY58QUcRfuyGufkPxf/Mp1tmTdMeYVy9FycvB2e/l6CuGqqqYv5qF9bP3gw7xXnI5zkdekIIKQoRY9KwslUHHXfqJ6Na8bPQPgYgOiqIwoW0Sbb44zFFn4GRUjlflyVUZzL0yOfqqZJVVzjwsn72P+fv5QXduAagGA56ud+O+qZd8eAohhDgl/z9VJS0WC7NmzaJKlSoAtGnThmnTptGuXTsmTpx4ykT0ypX1J4qCqlYV74qvMKXvC2i2H9lPvRMHcRdxHNZf+91Atqa9XpUK1KgSHZ99NYBRJhf9VmsXG3/NNLI4twJ9G9vDH1gZ4na7SU9PJyUlBYslOv6/i9LH9t3nmBy5mnb3+S2p0LJtkY+V16AQoixIN2rnqwDIzYGEpLDGElReDpa5+icpeq7pjlq11sk/t0qxMqR5PCN+194rfpLmoHO1PO6oJ5UDRenhuepWTMuXYNy/K6BdcTsxbt8UkZhUWwzOvv/D17x1RK4vhBDRSo3TT0SvhfY7Z6RVjTUyqV0Sdy09runbfMLL/9ZmMvqyJE2fYfc2LJ+8i2nTr0U+v6fTjWCXU5VF6PjrNcH5+KvYxj6L4tM/PdO0cQ3GP37B2/Zq3Lc8gJpcKcxRFo9hz3Ysn7yD6Y+i31dqfCKOwaNRy0fnz1FqGIy47h2E/eW+mlPHTZt+xfTLj3hbFX1iqxDRYNWqVcyZMyegbfXq1axevfrknwsS0WNjY1m0aBEjR45k4cKFLF++nJSUFPr168eQIUOw2yO7VqVXER0g5kQ6GAMT0ZOi5KQ708/f6bbPSmmL2w8Df85g0bUVoiJpXojT5elyO2psAtapo3RPpzRtXIN99FM4nhgBsfERiFCH349l7ttYvv4k6BDP5dfhum9QVBVfEaKskndZCJ1w+fHrVJgyOXJw+f1giI6bJT2V7EbeapvE3TqTUd/uc/H5Tge31ZUFvFAz/vkb1g9GYzh6qMhxvpr1cPV5Bn+tBmGKTAghRGmXkJB/bHDz5s1PJqEXaNKkCbVr12bHjh1kZGSQlJQU9HlsttPf9ey9oQem90dp2mO/mYvh0g5BK4/kqdovvQCV4mzYbNGTDNrjPCs/pPv4fKdD0zd8Yx6da8bSLDl64i2tLBbLGb3+hMDtIub7+bpd3pt6Fvt1Ja9BIURpdsCgn4iu5GSiRkkiumXehxgyT2ja/eUr4b6pp6b9qWbx/HjAxap0t7ZvVQatKlmoHS9ToaKUMJlw9RpIzIiBkY4EAH/FqjgHvoa/ep1IhyKEEFFHjUvQba+uRl8iOsC1Ne081DiWd//SxvfeX7l0rGKla638xDTlyEEs8z7AtOr7IgslAaix8Xi63B6SmIX4L98FLXE9/DzWKa8EfV0qqop5xTeY1qTiuepW3Nf3iJqEKeXoISyfTy3e+8pmx/HkKNQqNcMUXdnmr9MIz5XdsHynPSXRMnsi3maXymaa07Bw4UKmTp3Khg0byMvLIyUlhZYtW/Lyyy9TvXr1k+OysrIYOXIkX375JYcPHyYlJYVu3boxZMgQ4uKCbJIXQU2ZMoUpU/Q37etJTExkxIgRjBgxIoRRnRl/xSq67YmZh6DQwXZJ1ijIrfJ6MK9J1TRnGGNYXL45AKvS3czYmsd9jeR3iSidvO26oMbEYZs8FEXnRHTjtk3YRwzE+dTrqEnJEYjwP3xerB+8gXnF10GHuK+7E3f3h+XUEyHCJAo+rcuu4y4/J3QqoiuqH3Sq70Wb62ra6dFAP9n8mTWZHHf6SvaCfh/GX3/EvHAWhrTNcIov32VaXg7WD8dgf/3JIpPQVaMJ1y3343jpHUlCF0IIcVoaNMj/3EhM1K/aVNDudOofyX42vK2vxK9TwcWY9hfGv9cHfVyGWz8RPTFKKiEUUBSFMa2TqB5r1PR5/PDgTydweM/h+xwhIsnnxfbOaxgyjmq7GjbD37BZBIISQojw26foL4gpOZlhjkSfYc92zEE2Dbl69AOrtmqX0aDw7uXlSLBoFxayPSp9fjqOxy/3YKL08J/XHE/rKyMdBr7zLiTvpcmShC6EEEGo8fpza1V82pNaosUrlyRyfnmzbl+/lSc4mH4cy5zJxDzTC/PP350yWdZXqyGOZ8ahJpYvcpwQJcXb6gqcT4zEXyGlyHGKx4Nl8cfEDr4b8+KPwR3BM8tzsvLfV0N6Fv999fxE/HXOC1OA5wb3Lffj1/ldZcg4hmXeBxGIqPRRVZWBAwfSs2dPdu/eza233krfvn1p3bo1a9asYe/evSfH5ubm0rVrVyZPnkzDhg159NFHadCgARMmTODGG28MyfqTKD3UZP3f4eWzj2jaoqEiuvGPX1FysjTtn1Zqhcv4b/GpF9dmciivhHOphAgjX4u2OJ98HdWmny9o3JuG/bXHUY4cDHNk/+F2YZv4UpFJ6K7uD+G+4xFJQhcijCL/aV2GHXf5OaaTiA7o3qBEo2EtE6lk175Mjjr9PP9rCf4MXg+2cc9jnzgU62fvEfPKo9gmvIiScazkrlFKGDesJub53ph/XFjkOF+d83C88h6em3qBSSp6CSGEOD3t27cHYOvWrZo+j8fDjh07iI2NpUKFCiV/cZMZz3V36naZF34U9GEZLv1E9CRr9H2BTLIaePvycuhFtiXTy4troyPJS4hzit+P9f1RmNYu0+1239AjzAEJIURkOL0qB4NWRI+C+Sq/H+v0cZrj0gG8F7TEd3H7oA+tEWfirTbldPvWHvEw6vfoTQgTQo/7zr74gyzOh4On4w04Br8B8UkRi0EIIaJenH4ieoovJ8yBFJ/NpPBBh3LEmAJnrmw+N322fUmV5+/B8vUnKF5tFcT/8lesgvOR/+EY+jb+mvVCGbIQGr4LW5E3ciauux5FjdU/maCAkpuNde7bxDzTC9OKb8AfxgRBtwvzotnEDr5L3lfRICYO992P6XaZv5uPYZd2vUQEevvtt5k2bRp9+vRh7dq1vPHGGwwdOpR33nmHTZs20bJly5Njx48fzx9//MHAgQOZN28eQ4cOZd68eQwcOJB169YxefLkCP4kIuIsVvw6FZVTctI1bdGQiG5a+a1u++yUtgF/znKrDFmTEYaIhAgdX+OLcDwzNuimW8PhA9iH9cOwb0eYIwMcudjefAbTupW63apiwNn7KTxd7w5zYEIIyV4NoRMuP15T8IU9NaVamCM6feWsBl5vlcR9Px7X9M3Znkf3unauqHb2x9FbPp6CacPqgDbTb8sx/r0e19398La9uuzvUsrJwjprIuaf9W9gC6hmC+5b7sfT5TYwyltYCCHEmalTpw6dOnUiNTWVGTNm0KtXr5N9Y8eOJTMzk+7du2MK0WYnz+XXYV4wA0N2RkC76c/fMKT9hb9eY81jSktF9ALtKlsZeEEcY//QLjy+91cuV1e3cVX1s7+PEkIUg6pinTEW88/f6Xb76jTCd8GlYQ5KCCEi44Tbz9FghROyI79ZzrTyG4zbN2naVZMZ1z0DTjk/1K2OnZ77Y5i5LU/TN2ZjNh2rWWlX2Vpi8QoRSmpSMo7nxmNeMhfjzi3g1/9OVOLXjU/E2+4avJd2LPtzskIIcZZ8QRJgK3qjNxEdoGGSmZGtEum/MgNF9dPr0HKG7vqMGi7temBhalwC7pt64bniRjBbTjleiJAxW/Bc0x1P+2uxLJqN+dvPUTzuoMMNx9KxvTcC39ef4G1/TejXWZ15mJd+geG4trpvYfK+Ch9vq054ly3G9OdvAe2K6sc6fSyO/00Eg/a0UwEOh4NRo0ZRu3ZtRo4cidGo/XsqWFNSVZWZM2cSFxfH4MGDA8YMHjyY999/nxkzZjBo0KCwxC6ik1qhMhQqTlk1T6cieqQLUuXlYFqvTXrNS6rEisRGmvYFu5ws3uPgupraE/2EKC38dRqR9/wE7K8/heH4YU2/IeMY9uEDcAwaib9+0/AElZWBfczTGINsHFONJpx9X8DXsmN44hFCBJAs1hA67vLjLeUV0QFuqm3j2ho2luzVHo008OcMfu5WiVjzmSeAGX/5Ect383T7lNxsbO+NwLsmFdd9T6ImVzrj60Qz49plWGeMxZB5oshxvobNcD4wGLVyjTBFJoQQoiwbM2YMV199Nf3792fRokU0aNCAjRs3smzZMmrUqMGrr74auotbbXi63I71s/c0XZavZuEcMEzTrlcRPd6sYDJEb2LEsxclkHrAxYZj2ko3j604wc/dKlHBJpPaQoSUqmL5eArmH/RPHFJjYnH1GSJJVkKIc8YJl59j5njdvojPV+VmY5n7jm6X57o7UStXL9bTjGiVyKp0N9uzvAHtKvDwTydY0a0S5azRuZlRiMLUCpVx9xwQ6TCEEEIEkWmJR+/Oqrw7+k9i6dkghp/25nHj1+PocVi/ouB/qRYrni63477uTojRX/8UIiJi43F3fxjPlTdjmfchphXf6J6wVMC4Nw3j7ElhDDA4eV9FgKLg6vUExhd6o3gC5+2NO/7C9ONXeDvdFKHgoltqaioZGRn06NEDn8/H4sWLSUtLIzExkY4dO1K3bt2TY9PS0jh48CCdO3cmNjY24HliY2Np1aoVS5cuZd++fVSvXrzv+qLs8VesgnH7nwFttRxHQVUD5usjXRHdtHaZ5vcFgKndVdxeKZZPdjg0fU+tyqBdZSsJUVpMS4jiUKvUxPHCROyjn8JwcI+mX8nNxj7qSZz9X8V3QUudZyg5yrHD2Ec/ieHgXv1YrTac/YfhO/+SkMYhhAhOEtFD6ITTjydYInpu6UlEVxSFN1onseJQOtkeNaBvd46PEb9nM+xS/eM4Tvnch/Zim/r6KceZNq7B+Nx9uO7si7fj9WUmSUTJOoFlxnjMv/5Y5DjVasufQOl0ExjkRlUIIUTJqFOnDj/88APDhw9n6dKlpKamkpKSwoMPPsjTTz9NxYoVQ3p9T+ebsCyajeLIDWg3rVuBYd9O/NXrBLRnuAPvQyB6q6EXsBgV3ru8HB2+PILDFxj/YYefF37J5O3Ly0coOiHODeYvpmP5+hPdPtVqwzFoFP7qdXX7hRCiLDru8nMsSgsnWD6fqjkxB8BfoTLu63sU+3nizAbe71COqxYdwVMo/2R/no/+K08w44ryKGVkfkkIIYQQkZPhNxBnjCHJF3gaS1IpSERXFIV38paSdIokdFUx4L38Otw334darkKYohPi9KnlK+HqMwTPNbdj+fQ9TOtXRTqkoPLfV9fi7nYfavnQzsMLLbVydTxd78byxXRNn2Xeh3jbdgGrnGZa2Pr16wEwGo20bduW7du3n+wzGAw8+uijDBuWX2QoLS0NICA5/b/q1q3L0qVLSUtLk0T0c5haobKmLdbvoqIniyOWf3OQIl1MwBTkpFVPm6t4rXwi3+13csIVuAZ4IM/Pq+uyGH1ZUhgiFCJ01ORK5D3/FvYxQ/JP6ytEcTuxjRkCsSHeUOdyBj35Ro2Nx/HkKPz1moQ2BiFEkaI7c6eUO+7yc9wUnQt7p6tarJGhl+gfLzh5cw6/Hw1+zFlQLie2CS+hOLVHJetRnHnYpo3B9vqTKIcPnP71oomqYlr1PTHP3nvKJHRv04vJe+1DPFfeLEnoQgghSlz16tWZPHkyW7Zs4ciRI2zatInRo0eHPAkdgJi4/M83HeZFszVtmW5tFZukUlDJsmGSmdeCbNr7OM3BsoOuMEckxLnDvPhjrF9M0+1TzWacA4fjb3B+eIMSQogIO+704zBayTNoj3tXcjIjEFE+w84tmFMX6Pa5ejx+2kkAzStYePFi/bmshbudzNhavPkoIYQQZcfChQvp1q0bderUISUlhWbNmvHAAw+wb9++k2M2btzIK6+8wi233EK9evVISkqia9euZ3zNdevWcfvtt1OzZk2qVq3KlVdeyfz580vixxFRItOtv8kvwVUKEtGPHSZx4bQixxxt2pq84R/iuv8pSUIXpYa/el2cT4wg79lx+Oo2jnQ4Gt6L2pL32ge47h8sSegR5O56N/6Uapp2Q3YGphXfRCCi6Hf06FEAJk2aREJCAqmpqezbt4/FixdTv359Jk6cyNSpUwHIysrPh0lM1F8bSUhICBgnzk1+nUR0gDrOIwF/juRaoHLsMMa/12vafbUaoFarTUW7kdda6r/O3/8rl18OyxqgKAPik3AMGYu38UW63YrqR8nJCu0/QZLQ/UkVcDz3liShCxEFoj9zp5RSVbXoClOlqCJ6gd6NYrmsknaR0q/C4ysz8Pi1VUqLYp05HuO+Hacdh2nzOmKevx/zt5+DP/ixatFKOX4E27jnsb09rMgNCao9Fuf9g3EOfgO1YpUwRiiEEEKEj+fqW1EtVk27afVSlCMHA9oyXTqJ6JbSUcWyd6MYrqmhnzz15KoMXL7Tu48SQpyaaekCrHPf1u1TjUac/V7B16RFmKMSQojIy/hnc5/enFXEEtH9fqwzxqGo2nsi74WX4buozRk97WNN47iiqvZeE+CZNZn8dUJ7rLIQQoiyR1VVBg4cSM+ePdm9eze33norffv2pXXr1qxZs4a9e/892nvRokW8+eabrFixgpSUlLO67rJly+jSpQurV6/m5ptvpnfv3qSnp9O7d28mTJhwtj+WiBIZLpVj5nhNe6wz+tcBrbMmoLicun2rEhrQofmLdDnvCbyVa4Y5MiFKhv+85jhenIzjsaG6Ccfh5qvflLzn38I58DXUarUjHY6wWHHd01+/a8lc8PvCHFD08/+Tm2GxWJg1axYtWrQgLi6ONm3aMG3aNAwGAxMnToxwlKI0USvqJ6LXKpSIHsnTkU2rl+rPV7W56uR/31U/hg5VtPNPKjBwZQbe08ylEiIq2WNwDhqJt0W7SEdykj+lGo4XJmhOWRdCRIYkoodIrlfF7YdMUwx+dBKkSllFdACDojC+bRJ693ibjnuYuCmn2M9lWrYE8/Ilun2ey6/D0f9V/Inlgz5ecTuxzpqAfXh/lIN7in3diFJVrCu/Ieb5+zCt/7nIod4LLyNv+Id4O3QFOSZaCCFEGaYmlMPT4XpNu+L3Y1n8cUBbhl5F9AhOPp0ORVF4s3US8Wbt5/q2TC9v/RH9VbKEKE1MK77BNmOsbp+qGHA+8j98zVuHOSohhIgOx53/JKLrnOIXqRP8TMsWY9zxl6ZdNZvzEwPOcG7EoChMaV+OZJ3KWQ6fSuevjjDhj+zTLq4ghBCidHn77beZNm0affr0Ye3atbzxxhsMHTqUd955h02bNtGyZcuTY7t168aPP/7I/v37z6pyudfrZcCAARgMBhYtWsT48eN57bXXWLFiBfXr1+fVV19lz55SsrYhipTh9nNUJxHd7ojudUDj+lWYfluu29ez8aO0v+glViY1YsMxD+//nRvm6IQoQYqC79KO5A2fjrPXwKDVd0PJV7M+jsdfxfHCRPwNm4X9+iI43wWX6lbNNxw5gHGt/u/Ic1lBFfPmzZtTpUpgIb0mTZpQu3Ztdu7cSUZGxsmxmZn6G94LKqEXjBPnJn8F/YKMdRyFKqJHai1QVTH9/K22WTHgvazzyT8risLYNknYjNqn2Jzh5eM0OZVPlBEWK85+Q/G0uybSkeCrWQ/H8xOksKsQUcQU6QDKquP/VOz0KwZOmGJJ9gYmaSu5pTPZqFGSmacujGf479r4R67P4sZaduolFv2yMuxJwxokKcRXsx6ungPAYiXvvOZYZ0/CvOLroM9l3LaJmP89gPvm3niu6Q7G6HxJG44eot7sccTv3FzkODU2Adc9j+NtfaUkoAshhDhneK69A3PqFyi+wAojpuWLcd/UCzUpGYAMtzZBKJLH8Z2uqrFGnm+RwDNrtBOvb2zM5ta6MdRNiM57GSFKE+OvP2F9f1TQflefp/Fd2jF8AQkhRJQpmLPSq9x51onoOVmYv5+PcW/aaZ1ip3fEMYC7aw/USlXPKqTKMUYmty/HHd8f0/TleVX+tzaLOWl5jG2dRKsU/erpQgghSi+Hw8GoUaOoXbs2I0eOxGjUZoeYTP9+F2/cWJuMdiaWLVvGzp076dGjB82a/Zt0mJiYyKBBg3j00UeZM2cOQ4YMKZHricjJdPvx65w0Y8nLQr/WeBRwObHOHK/b9WHlDsxJaRvQNmxdFjfWtlMlRie7SojSwmTC27kb3s7dUE4cBbcrLJdVY2IhPiks1xJnQFFwX3cn9okvabosi+fgaNlB1uz/o0GDBkD+/Yyegnan00m9evUA2LFjh+7YgvaCceLcpCZXQlUUTcXxwhXRk6yReR8a9qZh3LdT0+5revHJtcsCdRNMPNM8gaG/aefWRv6eze11Y7Aa5feJKAOMJlwPPI0al4Dl608iEoKv4QU4Bg6HWO38thAiciTTJUQKqktB/lHHmkT0SB11fLp8XszffIZx6x/4q9bC0+lGBl6QwvydDv7K8AYMdfmg/88nWHhNBQzBvpA5crFNfAnF49Z0qbYYnI+9DJZ/Fv1i43E9+AzeVldg/XAMhuOHdZ9S8XiwfvIu5p8WoRZRRT2SYndvC3q8YQHvJZfj6jUwan8GIYQQIlTU5Ep423bBvGxxQLvi8WD+5lPcdzyC26eS59VJRC8lFdELPHheLHO257HhmCeg3eWDp1Zl8PnVySgysS3EGTNuWINtyqsoqn7yo7PXQLxRUKlBiNOxcOFCpk6dyoYNG8jLyyMlJYWWLVvy8ssvU7169ZPj0tLSGDNmDKtXr+bAgQOUK1eORo0a8dBDD3Hddded1jXXrVvHiBEjWLNmDV6vlyZNmvDYY49x8803l/SPJyLgxMlEdG3CFNlnMV/ldhEz7DEMB/ee+XP8h79iVTxd7yqR5+pSw8ZDjWN59y/9ap6bT3jpsvgo9zaMYegliZQrRZsdhRBCFC01NZWMjAx69OiBz+dj8eLFpKWlkZiYSMeOHalbt25IrrtixQoAOnXqpOnr3Dm/euLKlStDcm0RXpkuP26dDX4mZx54PWAyRyCqolkWfoTh6CFNuz82gXeb30PhDPpsj8rzv2TyQUdZvxJlg1quQqRDEFHEd3E7/CnVMKTvD2g37tyC8e/1+BpfFKHIok/79u0B2Lp1q6bP4/GwY8cOYmNjqVChAikpKVSpUoU1a9aQm5tLbGzsybG5ubmsWbOGWrVqBcxtiXOQyYxariJKoVygOoUT0SO0Fmj6+Tvddm+bq3TbHzs/jo/T8vi7UC7Vvlwf07bk8nATnbk4IUojgwH3XY/iO78lxt9XojjCVPXfZMJXtzHe9teCSVJehYg28q4MkYJFPYATplhNf6SOOj4tfh+2t17EtP7n/D//vhLz0vkYuz/MW62v4eolxyicDrbykJuPtuXRq6H2Z0ZVsU19HUP6Pt3LOfsMQa2s/aLha9aKvOEfYp37DuYfvgwariF9PxT6glga+BPK4eo1AF/LjpEORQghhIgYd9e7MC1foql6YE5dgLvr3WQYde4tKF0V0QGMBoVxbZLotPCI5j4q9YCLeTsd3Fo3JiKxCVHaGf/6HduE/6H4vLr9ru4P4+3cLbxBCXEWVFXliSeeYNq0adSpU4dbb72VuLg4Dh48yMqVK9m7d+/Jxbq1a9dyww034PF4uPbaa7nxxhs5cuQICxcu5O677+aZZ57hmWeeKdZ1ly1bxq233orNZuOWW24hLi6OL7/8kt69e7Nv3z4ef/zxUP7YIgyKrIiemwWqekYV30y/LS+xJHQAV8/+/xYrKAGvXJLIuqNu1h7xBB0zfWseX+12MuzSRO6sZ5cNgkIIUQasX78eAKPRSNu2bdm+ffvJPoPBwKOPPsqwYcNK/LppaWmAfpXPlJQU4uLiglYIFaVLhttPrs59FeSvBRaulhlpyoHdmBd/rNvn7v4QLzSsyU3fHNX0zdvpoEcDJ52r2UIdohBChJfBiPvaO7BNe1PTZV78sSSi/0edOnXo1KkTqampzJgxg169ep3sGzt2LJmZmXTv3v3kaTM9e/bk9ddfZ/To0QwdOvTk2NGjR5OTk8OgQYPC/SOIKKRWqAyFEtFrOQPvRSKyFuj3YVq1VNOsWmx4L26n+xCzQeG5ixLo9cNxTd8bG7K5p0EMsebSta4pRFF8F7TEd0HLSIchhIgS8gkXIsdd/62IrnfUcXY4wzkj5i8/+jcJ/R+K04Ftxjgu/2AIz1fVT6Z/4ddMDuX5tM/33TxMv/6k+xj31bfia9kheDD2WFz3DcLxzFj8Fc/uSOZo4mlzFXkjpkkSuhBCiHOeWrkGXp3PQ8XpwPz9fDJc+tWNEy2lLznoogoW+jTWT6x/9pfMoD+rECI4w/Y/sY19VvfkJQD3Tb1KrKquEOHy9ttvM23aNPr06cPatWt54403GDp0KO+88w6bNm2iZct/J3hHjRqFw+Fg+vTpzJw5k6FDhzJp0iRWrFhBfHw848ePx+U69bHjXq+XAQMGYDAYWLRoEePHj+e1115jxYoV1K9fn1dffZU9e/aE8scWYXCiqER0vx/ycjTtxWHY8ddZxfVf3hbt8F14WYk9H4DNpDC/SwV6NSx6098xl5++y09ww9dH2ZIRPGldCCFE6XD0aH4Sy6RJk0hISCA1NZV9+/axePFi6tevz8SJE5k6dWqJXzcrK3/9JCEhQbc/Pj7+5BhRumW6Vf2TZojC05FVFev0sbobuH31m+K9/Do6VLXSvZ5d9+FPrcrAoXNioRBClHbetl3wJ5TTtJs2rsGwJy0CEUWvMWPGULFiRfr3788dd9zBCy+8wI033sjw4cOpUaMGr7766smxAwYM4Pzzz2fcuHHccsstvPzyy9xyyy2MGzeOFi1a0Ldv3wj+JCJa+CtW0bTVdh45eeqpQYF4cxjXAv0+jL/8iP2VRzFkaDfneS9uB7bgc0s31LLRPFl7Is4Rp593gpzUJ4QQQpQFkogeIv9NRD9u1qmInhtlk0+FGP9ci+WLacH7t2zgpc8G8lL61xgKHXuf5VZ5enVGQJshbTOWj6foPpevXhPcdzxSrLh8jS8i77WpuK++DbUUV6XyJ1XA8cRwXA8/D3GJkQ5HCCGEiAqe6+/Wbbd8+znZ2fqTM5E6ju9svdAigcp2beyHHX6GrSuhhWi3C8PubVAaTuIR4iwYdm/DPmYIisup2+/ucjvum3uHOSohzo7D4WDUqFHUrl2bkSNHYjQaNWNM/zl6cteuXSiKwlVXBR4LW7NmTZo0aYLD4SA399QLHcuWLWPnzp3cdtttNGvW7GR7YmIigwYNwu12M2fOnLP4yUQ0+DcRvWQTpgyH9E/AO13++CRcPfqVyHMVFm828Fbbcnx9XQWaJBV9UOSKQ27aLTjMsN+yJOFKCCFKMb8//3PPYrEwa9YsWrRoQVxcHG3atGHatGkYDAYmTpwY4ShFaZbh9nM0WEX07OhaCzT9/B2mv9dr2lWDAde9g8CQP1c1rGWibvGHndk+xv4R/YW2hBDitFmseK68WbfLvGRumIOJbnXq1OGHH37g7rvvZv369bzzzjvs2LGDBx98kNTUVFJSUk6OjY2NZdGiRfTt25etW7cyceJEtm7dSr9+/ViwYAF2u/7GJ3FuUStW1rRZVS+V3fn3UYkWBUM4coPcLkypC4gZ0hP7pKEYd27RHeZtfZVuewFFUXjxYv3NqOP/yJZiVEIIIcqs0pm5UwoEVEQ36VSYysuFIEfGR5py/AjWKcNQ1KIX2RS3i//9NZPl64bSODdwsfHL3U4W7nbk/yEnE9vEoboVFtS4BJyPDQWTdkdgUFY77h79cDw/AX+VGsV/XJTwdOhK3vAP8TVvE+lQhBBCiKjir9UAr07lSyU3i3IrF+k+JiLH8ZWARIuBEa30N6NN/TuX347oV3UuLuPmdcQO6k7Miw8S+8TtmL+bd1bPJ0S0Ug7sxjZ6MEqQ6r2ejjfgvutRKMWbWMW5KTU1lYyMDLp27YrP5+PLL79k7NixfPDBB+zYsUMzvnHjxqiqynfffRfQvnfvXjZv3sz5559P+fLlT3ndFStWANCpUydNX+fOnQFYuXLlmfxIUWfWrFkkJSUV+c+NN954yudZvnx5kc8xa9asMPw0p6dgzuqYKVgi+pltYjMc3KtpUy1W/BUqF++fSlXxtLoCx7Pj8o9lDqHLUqz8dFMlXrkkgRhT8M8Ijx/e2JhN6y/S+X6f/oYnIYQQ0a2gInnz5s2pUiWw2mKTJk2oXbs2O3fuJCMjIyTXDVb1PDs7O2i1dFG6ZLj8HA9yXxVVxQFys7HMmazb5bn6Nvw16538cyW7kZcu1p+3Grcxm+2ZcmqMEKLs8XTuhmqxadpNa5aiHEuPQETRq3r16kyePPn/7N13eFRV/sfx973Tk0khhSSQSgdpUkS6YltB0LUr1lV/K1bUte666wprb7sirrp2UbErggqCFZBio0kLLUAS0tv0mfv7IxAJcyeZ9ML39Tw+bM65c+fEDc7JOZ/7PWzZsoWCggI2bNjAo48+SmJiYtC1MTExPPjgg2zYsKHm2tmzZxMVpf8Qlzj6BEKsAWW5DgDQpaULUlVVYPrkdSJuuxDrq0+iHtgf8tJAdBf8A4fXe8sTu1kYm2wOai/zaDy9QR7qE0II0TnVXfpHNFrJYUH0Ep2K6ABUVUJ0bOsMKFw+H9Zn70etKA37JaMqslm79q/Mzvwjj6adgU+t/rG6fWUp47uaSH7uAdTiA0Gv0xQF15//ihbftVFDDfQeiOP+/2H6dhGGX39AacCYW1sgEKAsLhnjpGkYB4+s/wVCCCHEUcpzxnSMv/4Q1N5j+Udw7MSgMGlHrYgOcFamjXndHXy5z12rXQNmrijlq6mJGNVGhGerKqofAqyq3uxUPG4sb/wHfF68p1/QDCMXon1QDuzH9vBtIX938Y4+GfflMyWELjqkX375BQCDwcDYsWPZvn17TZ+qqlx33XXMnj27pu1vf/sbq1at4vLLL+f000+nV69eFBQUsGDBAjIzM3n55ZfDet/s7Orjpnv27BnUl5SUhN1u1w3Cd0SDBg3izjvv1O375JNP+O2332rC9+EYO3Ys48aN032f9kTTtMMqooeo3NmYwJTXg1KYF9TsO/4k3Ffd0fD7tQKTqnDToCjOyrJxxw9lfJ4TOmi+q8LPuUuKOCvTxkOjYkiOCD6lQAghRPvUu3dvoDoEpedQu8vVvA8cHZpPZWdnM3To0Fp9+fn5VFZWMmzYsGZ9T9E2yjwBHCHnVe2nIrrl3Rd0f38OxCXi+eMVQe1X9I3gze1VrC2oHTr3BOC2lWV8dFo8ivy+LYToTOzReE+Ygnnx+7WaFb8f0xfv4bn4+jYamBCdWyAxRbc9w1XIipi+LVaQSik6gOmLdzF9vSDkaatH8p5xMRjqj9kpisK9w6L5w6LCoL5nN1Xx5wF2utpkbUkIIUTnIkH0FlKrInodRx1r7SyIbn7/fxi2rtft0yLsISsNWjQfs3a+y9kFq7m67//xa1Qmec4Aa158mT+uW6X7Gu/US/APHtXEAVcfkxXqqKz2wuVykZOTQ1pamvylE0IIIeoQ6DMIf98hGLb8WqvdXl5AL2c+2yNqV0aItXTcDS9FUXhsdCzHf5iPy1+7b32xl+d+q+L6Y0JU1KqDaelHNSH0w1nefhbNYsU36czGDlmIdkMpPoDt4VtRS4MXcgF8w8fjvuYuUGUxV3RMhYXVP9vPPPMMQ4YMYdmyZfTp04d169Yxc+ZM5syZQ1ZWFldddRUAffr0YcmSJVxxxRUsWLCg5j5xcXFMnz6drKyssN73UMXOUNU5o6KiQlb17GgGDx7M4MGDg9o9Hg8vvPACRqORiy66KOz7jRs3jrvvvrs5h9giqnwanoNLViHXqyoaHphSDuxH0YKPFg6kpDf4Xq0t3W7k7ZPjWbjbyZ2rythb5Q957Ue7nKzId/P+qQkMimvA6X5CCCHazPjx4wHYunVrUJ/X62XHjh1ERkaSkJDQrO87duxYnnjiCZYtW8Y555xTq2/p0qU114iOr9SjUR4qiN6IeVVLULN/w/j1At0+9/QbwRoR/BpF4fHRsZy4oIDAEQcof5Pr5r0dTs7rGfw6IYToyLynnYfpyw9RArV/vzV9vQDPmZdBpFTxFqK5hToVL8tZXeyyuQtSqXt3YvrsbYwrv0Txh14DOlwguguesy5v0P7a8UkWTku18MXe2sWoHD6Nx3+t4OHjYxsybCGEEKLd67glJNu5EtdhQXRjiAWoqvZ15Irhp+8xL3pbt883fDxVT7yD56Sz6rzHsZW7+eGnv3Pfzvc4tXgd09a8qX+/AcN0KywIIYQQQngnTdNt7+cIPg6vI1dEB8iMMnL7EP2w3wM/lbO30tewG7qdmBe/F7Lb8tpTGJcvbtg9hWhnlLLi6kroOpV3AXyDRuKacW9YlUmEaK8CBzc8zWYz8+bNY9iwYdjtdsaMGcMrr7yCqqrMmTOn5voff/yRU089ldjYWL7++mv279/PL7/8woUXXshdd91VE1gX9Vu4cCHFxcWcdtppdO3auBPc2rPahROaryK6mpuj2x5ITmvwvdrKlAwbP/yxKzcOtGOo41nHA84AUz4r4Id8d+iLhBBCtBtZWVlMmjSJHTt28Nprr9Xqe/LJJykrK2PKlCkYjY37/cHr9bJ161Z27txZq33ixIlkZmby3nvvsW7dupr2srIynnjiCcxmMxdeeGGj3lO0L6XuAMUhC1K1g4c4/T4srz6BomlBXb4hx+MfPj7kS4fEm/lzf/1Tn/+6poxSd/CDiEII0ZFpCcn4Rk0KalfcLkzLPm6DEQnR+WldEtAMwQVlMlzVhTqaqyK6unMz1ifvJuKvV2L6/ouwQuiBrt1wXXErjsffxnfSWQ0+ffWvw/T3/17eUsWehu7/CSGEEO2c7My3kMM39kpM+os07WIB6iDlwH6sLzyo2xdI7IbrqjvAFoHnspn4jjsR60uPoObv073epPn52+4PQ75XIDYe97V/k+qEQgghhNDlT+up297PsY9PqX1sdUsdydeabhxo551sB1vKai86Vfk07lpVxhsnxYd9L9M3C+ustqVoGpYXHkIzW/CPnNjoMQvRZirLsT56O2qefuDR33cIrhtngcncygMTonkdqkg+dOhQUlJqH087YMAAMjMz2bFjB6WlpURGRvKnP/0JVVV54403iIiorkqYmZnJAw88wO7du/noo4/44YcfOP7448N631BVzysqKoiNjW3id9e+HQqoXXbZZQ163Y4dO5g7dy4ul4tu3boxYcIEunXr1hJDbJKSME/wayg1P1QQPbXB92pLdpPKrJExXNAzgltXlLK6wKN7XblH449fFPHqiXGcmmZt5VEKIYRoqMcff5xTTz2Vm266iYULF9K7d2/WrVvHt99+S1paGrNmzaq5duvWrTz55JNA9UmnANu2bWPGjBk11zz77LM1/3v//v0cd9xxpKWlsX7976fNGo1G/vOf/3DOOecwZcoUzj77bOx2O5988gk5OTnMmjWLjIyMlv7WRQvTNI0yTwCvaqTMYCPG76zV36SK6BWlWN5+FsOOzfjTeuA99VwCvY5p8G1MSz/GsHtbULtmMuO+9OZ6A1X3DIvmo11Och21Q+cHnAFm/1TOY6NjGzwmIYRoz7yTL8S08sugdtOS9/Gedh6YLW0wKiE6MYMRLa4rSkFureYsVwHQPAWpDGu+wfrsLBR/eOFvf1ZfPFMuqn5grwm5psHxZs7OsvHBztpzRE8AHvmlgjnjujT63kIIIUR7I0H0FhJWhamqRgbRfV7M776AcfXXYLHiPXEq3pP/2PiKfx431jn3oTiqgro0kwnXjf+sdcxUoN8QHLNexPzhy5g+f1f36OVQNFXFdd0/0GLiGjdWIYQQQnR6WlJ3NFUNOv6yr6P2IlSkUcGkNqz6QHtkNig8MSaWKZ8VBvV9usfFZ3ucnJ5uq/9GPi+mEKfbHE7RAlifnYXLbMU/ZFRjhixE23BWYXv8Tgw52brd/h79cd7yAFgkECg6vt69ewMQExOj23+o3eVysW/fPnbv3s3UqVNrQuiHGz9+PAsXLmTdunX1BtF79qx+GCw7O5uhQ4fW6svPz6eyspJhw4bpvLJz2LNnD9988w3du3fn5JNPbtBr3333Xd59992ar41GI//3f//HrFmzMOhUddJzKOzWkvIrfg9WlxtseBUDJq12BSh/WXGDx2LcuyuoTVNVnNFx0ArfV3PrFQEfnWRnXrab2b84KPMGVxB1+jUuXlrE08fb+WNmxwwieDyeWn8K0drkZ1A0B6u1/vl/VlYWX331FQ888ABLly5l2bJlJCUlcc0113DHHXeQmJhYc21+fj5vvfVWrdcfOHCgVtvhQfS6TJgwgc8//5wHH3yQDz/8EK/Xy4ABA/jnP//J2WefHeZ3KNozp1/Dc3D5qtAUFRxEb8QDfgBoWvXvvzu3AKDu341p1Vf4RkzAfd41aGGeOqOUFGJ+/0XdPs+Zl6Elpuj2HS7KpPLQqFgu/6o4qO/FzVVc1CuC4YnyMLgQovMIpPfCN2gkxvVrarWrZSUYVyzBd8IZbTQyITqvQGIK6hFB9IxDQXRLE/cBNQ3Luy+EFUL3DRqJd8rF+PsNbXD181DuOTaKj3c58R+xtPTWdgc3D7LTO8bULO8jhBBCtDUJoreQw4PoxcbmrYhu/uhVzJ+/U/O15c1nMK5civvqOwik9mjw/SxvPoNh91bdPvf0mwhk9NZ5kRXPhTPwjZyI5X+PYNi/K6z3WnfyFfTsO7jBYxRCCCHEUcRoQuvaHeWIisf9HbVPY2mOKgjtxdhkC9N7RzBvmyOo7/YfypiQYiHSVPf3a1y+GLUkOMyuR/H7sD59L86/PEKg39DGDFmI1uV2YXvyHgw7ftPt9qf1xHnbw2DT/91LiI5m/PjxQHVFziN5vV527NhBZGQkCQkJ5OXlAVBYqP8ZcKjdYqk/KDt27FieeOIJli1bxjnnnFOrb+nSpTXXdFbz5s0jEAhw0UUXhR0eT0hI4L777uO0004jPT0dh8PB6tWr+ec//8ncuXNRFIV//etfYd0rLy8Pr9fblG+hXtsLDMDBnwVFochoJ9lbOyDlKsgnJ0e/wnkovfcEPyTkjk0gJzevsUNtF06wwOBj4d6tFlaXBv9M+DS4bmUFOw8Uc15Kxz1SOT8/v62HII5y8jMoGstkMpGZmRnWtampqcydO7fe68aPH09paWnYY8jIyKjz+uHDh/Pee++FfT/RsZS6f08UFZvs9HQdqNXf2H1Adfe2mhD64Yxrv8Xw0/f4TpiK56zL6y36ZH7zGRRX8FpTICUd7+kXhD2eaRlWTuluYck+d612DbhlRSnLpiZi7ATFIoQQ4hDv5IuCgugA5s/m45twupz8LkQz0xKSg9rS3UWoWqDJe4FKaRFq/t7Q762q+EZNwnv6BfrZqCbqFWPiol4RvHHE/p9fgwd/ruClE6SIpxBCiM5BgugtwBfQKPP8vvgU+qjjxi1AGb/7LKjNsHMztr//H55pl+I942IwhvfUnHHll5i++kS3zzvmlHqf6A30HIDz/ucxf/I6pk/nBVUuPdyC+GGc7T6R234s5+5jozDIopQQQgghQgh0S0c9Iojer2o/aFpNFYKYplZBaGfuHxHNZ3tctR5oBNhb5eeRXyr450j9qrgABPyYF76p2+UbPArjulVB7YrXg+3Ju3He8TiBngOaNHYhWpTXg/XpezFs+VW3O5Cchuv2R8Ee3coDE6LlZGVlMWnSJJYtW8Zrr73GZZddVtP35JNPUlZWxvnnn4/RaKR///5ER0ezatUqli1bxqRJk2qu3bt3L6+88gqKotQKkHu9Xnbu3InJZCIrK6umfeLEiWRmZvLee+/x5z//mcGDqx8kLysr44knnsBsNnPhhRe2wr+B1hcIBJg3bx6KonDJJZeE/br+/fvTv3//mq8jIyOZMmUKI0aMYOzYsTz33HPMnDmzVqXVUJKTgzfdmpvqcgG/n4hXZAoOokcGfKSlhVdl85CI0uAHIdTumQ2+T3uUBrybqXH9yko+zQmu2qyh8Ei2GSJiuOUYG0ozVcxqDR6Ph/z8fJKSkjCbpZKpaH3yMyiE6OjKPL+v4RTqnI6sVDSuIrq6e1vIPiUQwLTsY4zLv8B7+gV4/nAB2IJPRjKsX4Np9Ve693BffkvY+4gAiqLw6OhYjv8wH1ftw3RYV+zlf5uruHaA/l6oEEJ0RP7+x+LP6BNUzE/Ny8Hw0wr8I8a30ciE6JwCOkF0k+anu7uYWEvTgtrqvl267ZrZgnfiFLynnRfWKTFNccfQKN7JduA5Ik71wU4nMwd5GBwvvw8LIYTo+CSI3gJKj5g9VIQ46rhRQfTyUtTSIt0uxe/D8uHLGNd+i/uqOwhk9a3zVsr+3Vhefky3z98tE/cVt4Z33IzJjOecq/CNmIDlfw9j2LM96JKd1kSu7HctmqLy2LoKfiz08L+JXYi3ytPCQgghhAgWSEkHltdqi/U7SPKUkW+Jrf66E1VEB4i3Grh/ZDQ3fF8a1PfMxkrO7xnBMXH6m4TGNd+g5u8Laven9cR160OY33wG8+LgCmyKy4ntsTtw3v0UgfReTf4ehGh2fh/WZ2fpViCC6gVq552P11sFToiO6PHHH+fUU0/lpptuYuHChfTu3Zt169bx7bffkpaWxqxZs4DqSuf3338/M2fO5Nxzz+W0006jT58+5Ofn8+mnn1JZWckNN9xAr16//3d+//79HHfccaSlpbF+/fqadqPRyH/+8x/OOeccpkyZwtlnn43dbueTTz4hJyeHWbNmkZGR0er/LlrD119/zd69e2vC+E2VlJTE5MmTee2111i7di2nn356va+xWq1Nft/6VPhrB6mLdAJTBkdlw8ZSWY5aqROy6p7ZKt9Ta7ACr06ycuvKUl7dGlxVFOCR9U7K/SoPHBeD2oHC6ABms7nT/H8lOib5GRRCdFSl9QXR9eZIYQgVmKp1b7cL80evYlz2CZ6zLsc38QwwHtz29bixvP6U7uu8Y07B3//YBo8pM8rIX4ZEM/un4L3Nf/1UzpmZNlIiZM9PCNFJKAreKRdimHt/UJd50Zs4h48LL0chhAiLXkV0gCxXAbHmPk26t7p/l267884nCPQ6pkn3Dle63ciVfSN57reqoL5//VTO/FMSWmUcQgghREvqXOmddqLYdcRjbIpCsVHniPhGBNEN+3bWf01ONrb7Z2B+9wXwuPUvcjuxPv0PFLcrqEuzWHHd+E+w2Bo0tkBGb5z/+C/uc64icFglhQOmaM4/5mZKTb//O/hqv5uJnxTwU0FwJSkhhBBCiEA3/ZBbf8fvYetYS+ebyk7vFcHopODKBz4Nbl1ZSkDTgl+kaZgWzNO9n3fqdFAUPBdfj3fiFN1rFEcl1kf+grJ/d5PGLkSzCwSwvPAQxh+/0++OTcB5x+NocV1beWBCtI6srCy++uorLr74Yn755Reee+45duzYwTXXXMOyZctISkqqufaKK67gww8/5JRTTmH16tXMmTOHRYsWMXjwYJ5//nlmz54d9vtOmDCBzz//nFGjRvHhhx/y0ksv0bVrV1566SVuvPHGlvhW24XXXnsNoFb1+aaKj48HwOHQDy63hZIjiifoneLX0MqdR55ic0ggObVB92nvDKrCU2NiuWVQ6Gqf/91UxXXfleAN6MzZhBBCCNHplB52ql2x3rzKWQU+X4PvG04Qveba8hKsrz1FxD1XYFjzNWga5oVv6hYs0CLseC6c0eDxHHLjQDu9Y4JrnFV4NW5bWSpzICFEp+IbMYGATpVkQ/ZvqFvX67xCCNFYen/XADJcBU3eC1T37tJ/z7QeTbpvQ902JIoIY/ADLF/sdfNDfohclxBCCNGBSEX0FlDsDgS1FZnsJHlrB8+VqoYH0dW99QfRofpoPvOn8zD++B2uq++s/SSfpmF55QkMIZ78c195O1qI8Fe9jEa80y7FN+YUtB+W8eEeH39ThrLPGh906d4qP39YVMCjx8dyWZ+IDnV0sRBCCCFaVnVF9GD9HPv5ukv1vCamk1VEh+qjjp8cE8u4jw7gO2LvbtUBD69vdXB539oPOBp+/QFDTnbQvQJJ3fGNnHjoxtWn3bhdmH5YGnStWlGK7eHbcP71P2hduzXb9yNEo2kallefxLTyS/3uqJjqSuhJ3Vt5YEK0rtTUVObOnRvWtSeeeCInnnhiWNdmZGRQWloasn/48OG8917wSRqdVXFxMYsWLaJLly6cccYZzXbftWvXApCerj+vaQtHFk/QDaJXlYGmhV3dLVQQXUtOa/gA2zlFUfjHiBi6WFT+vlZ/Xe/tbCelHo2XT4jDprPBKIQQQojOo8zz++KNXkV0qK6KrsUG75HVRQ2jKFXQa/L3YptzH/6sfqg660QA7vOuadKJYhaDwuOjY5n2eWFQ36I9LiYvKuClE+JIs8v2sxCiEzAY8f7hfCyv/zuoy7zoLVx9B7fBoITonEJWRHcWEGtu2tqKXkX0QEJygwtzNlVXm4EZAyJ5fF1lUN/9P5az8PQEyUwJIYTo0Dpfeqcd0Auilxh1NvYaURG9IVUQANTcPdhm34D5zWfgYPVz49efYlqxRPd676Qz8Y0+qcHjOpKWkAxnXMxZMy7lthN7Ygrxk+YJwM0rSrlxeSnOI9NWQgghhDhqhQqi93Xsr/nfTV18aq/6xZq4KUSlzX+sLaPA6f+9QdMwL3hD91rPlItBPexIZNWA+5q78Q0bq3u9WlqI7ZHbUIoPNHrsQjQLTcP81lxMXy/Q746w47z9scY/PCuEEEd4++238Xg8nH/++VgsFt1rioqK2Lp1K0VFRbXaf/nlF93rn332Wb777jt69uzJsGHDmnvIjVbiPjKIHhyYUrxe8ASfoBeKmhuiInqI+VxncNOgKP4zNhY1xHT08xwX5y4ppMwTvEYohBBCiM6j9LDP+rqC6A1SVYFaEhz09g0fj3fUpHpfbti5GcXnDWr39+iP74SpDRuLjgkpFi7oqR/cWlPgZfzHB/hsj7PJ7yOEEO2Bd/zpaPbooHbjLytRGpjbEEKEpsXG4zMEP8iW2dSK6Jqmm7EKdM9s/D2b4MaBUcTo7G2uyPfw1X6pii6EEKJjkyB6CwhVEf1ISlVFg++tN0nSomLwp4Y+NkbRNMxfvEvEX/+EcdnHWOb9R/c6f2Yf3Bdf3+Ax1UVRFP7UL5LPJifSPcIQ8ro3tjn4w6ICdlc0/IhCIYQQQnRCEXYCsQlBzf0PD6I38Ti+9uwvQ6LIsAfPnUo9Gmd+Uciug3MmdcuvGLZvDLouEJeIb+ypwTc2GnFd9w98A0fqvq9akFsdRi8vado3IEQTmD98BfMX7+r2aRYrztseJpDRu5VHJYTozN54o/qhrssuuyzkNc8//zzHHXcczz//fK32Sy+9lGHDhnHVVVdx7733cttttzFhwgTuvvtuYmJieP755zEYQq+HtLYSd+0iAEXGEIGpivADU3oV0TWrrUnVNjuCy/pE8soJcYQ6pGd5noepnxXWfohQCCGEEJ1K6WH7gUU6BakAaGBRKjV3j26775gRuK/7O477/otvQMMedNQUtfqkPLV51tJmj4zRDVFB9drVRUuLuXdNGd6AFKASQnRwFiuek8/W7TJ/Nr+VByNEJ6aqlER1DWrOdBUQ24TTkZWyYhRHcAXytgqix1pUbh6kvxZ3/4/laJrMnYQQQnRccjZaCziyuhRAsV4QvaFVEDRN9zg+f1Y/XDfPxrzgDUwL3kDx629wqQX7sb76pP6tI+y4bvgnmMwNG1OYRiSa+XpaIld9U8K3ufpP8v1a5OWEBQd4YUIcJ6daW2QcQgghhOg4At3SUUtrV4DqV7Wv5n83ZfGpvYswqjw2OpbzlhQF9W0q8XHiggO8ckIcpy2Yp/t67+kXgNGkf3OTGddNs7A9dgeGreuCutXcHKyP/AX3ZTOhpYNzikogORUiQmzWtqVAAOXAfpSqhp9i1O5ZrNVVanUqjLQ108K3MH/8qm6fZjLjuuVBAr2OaeVRCSE6sx9//JFNmzYxfPhwjjmm4f99ueqqq1i6dCkrVqyguLgYVVVJS0tjxowZ3HDDDXTv3r0FRt14RxZP0CucANWn+IU6FjnoWp0geiA5DY6C44SnZdp41xzPxUuLqdI56W9dsZfTFxXywWnxpNvb3+euEEIIIZrm8NNP9E6agYY94Aeg7g3eB4TfA1OBrH647ngcw/rVmN95HkNOdr339J78x2Z9oDvRZuClE+K4eGkR7hDP3D29oZIf8t28eEKczIOEEB2a9+SzMC96C8VTO+NgXLEEz9l/QotLbKORCdG5HLB3JbF0f622TFcBUabGry/p5aug7YLoAH/uH8mzGyspcNVeo/ulyMuC3S6mZeqfPCOEEEK0d/KbfwvQDaLrVEJQ3C7wesIOfytlxbpV1APdM8FowvPHK/ENn4Dlfw9j2L21QWN2XXM3WmJKg17TUIk2Ax+cGs+/firnyfXBTx1CdWWu85YUcfexUfxlSBTqUbBpKYQQQgh9gZR02PRTrbZUTwl2n5NKo61TV0QHOCXVylmZNj7aFXyccYlbY9b7a5myYU1QnxYVg3filLpvbrHivPVBbA/fimHnlqBuQ042Ef+6sdFjbwhNUfGceRnesy5vN4E15cB+rHP+gWH3trYeSosJxHXFdd3fCfQe2NZDqWFc+hGWd57T7dMMRlw33o+//7GtPCohRGc3fPhwSktL673u7rvv5u677w5qnzlzJjNnzmz+gbWQ4CB6iMBUuJU7A37U/L3BzSnpDR5bRzWxm5VP/pDAeUuKdE9J3F7uY9zHBzg9zcqUdBuTuluwmzr3PFYIIYQ4WpR6fn8QrTDkvKqBQXSdk5EBAt0zDrupgn/wKJwDR2Bc8SXm919ELT6g/7rYeDzn/KlBYwjHSd2tLJmSyJVfF5Ndrp9GX1PgZcLHB3h2fBdOT5dQlRCig4qKxTthMuYvP6zVrPh9mJa8j+eCa9toYEJ0LrmRiRxZIqK7uxin3xe68FI91H27ddvbMogeaVL5y5Ao7lwVPEf810/lTEm3YlDbx16ZEEII0RCy69ECil3Bm04l5hAVpnSC5aGEfFovNev3/53eE+c/5uI+7xo0U3iTMc/kC/EPGxv2OJrCqCr8Y0QMr0+KC/nkogY88HMFV39TgtsvR88IIYQQRyutW4Zuez9HdUWEzlwR/ZCHRsXQLUL/+7x918e67Z5TzwVLGJt7tkicf3kUf2qPpgyxyRQtgOWjVzC/8zy0g2MHlaJ8bA/d0qlD6ABq8QFsj92Omv1bWw8FAOP3n2N97SndPk1Rcc24F/+Q41t3UEII0ckENI1ST5gV0cOs3KkUHUDxeoPfKym14QPswIYnmlk0OSHkvK3cozE/28llXxXT861cLlhSyCtbqsh3hCghKoQQQogOodR9eEX00CfNNIReED0Q3QWiYnUuNuAbdxqOh1/HfcG1aEecOKcpSvWJd7bIBo0hXIPjzXw1tSvnZIVehyr1aFy0tJh715ThDbT9uo8QQjSG9w/noynBv++Zln0CDv0CfEKIhtlj6xrUZkBDKdJ/2C4cIR/wa+MCClf0jSQ1MvhE4i1lPt7ZEVycSgghhOgIOn96pw3oVT/y2JpeCaG+4/hqGIx4z5iO4/7/4a/n2Hp/n0F4zrk67DE0l6kZNpZNTaRfbOii/B/sdHLBl0VUeIP/fQohhBCi8wu1EPR7EL3zVwRIjjCwaHIix3SpPWfqV7WPPxauDbpes0bgPems8N/AHo3rjsfaRVjMvOgtTJ+83qZjUEqLsD18G2pRfpuOo7UoLmd1GH3P9jYdh2H111j+90jIfvfVd+IfObEVRySEEJ1TuUfjyOxP6MBUeOtVal6ObruWktagsXUG/WJNfD4lkZ7RwRuJh3P74Yu9bmauKKXv/DxO/vQAT6yrYHOpF60dPJQnhBBCiPCVeQ4PoofYBwzzAb9DdIPo9VXtNFvwTr6QqsfewjP1EvzpPfH3Gojrun/gHz6+Qe/fUNFmlf9N7MJTY2Kx1DENenpDJZMXFbCn0tei4xFCiJagJabgOy54fVJxOTB9taANRiRE57PDkqDbrhbmNfqe6v5dQW2BhGSwRjT6ns3BYlC4c6j+3PHBn8vxSMFOIYQQHZAE0VuAXhDdGxGtf3FlQyqi79JtD4SoFqp1y8D51//gnn4DmtkS/LqoWFwz/g7G0GHwltQ7xsSXZyRydh2VEr7e72ba54UUuqRClBBCCHG0CTXHqQmiW46OqWxmlJHFUxI5K/P3OdPtexagErwQtWv0VIjUX7wKRYuJw3nnEwQSkpo81qayfPASps/fbZs3ryzD+uhfUPP3ts37txHFUYn1kb+g7Nc/orKlGX5ZifW/s1A0/YdPXZfdgm/caa08KiGE6JxKdNarCkMEpgizcqeaqx9EDyQffUF0gHS7kc8nJzIoLvwjo9cWeLn/x3KO//AAw9/P52+ry1iR58YvFUOFEEKIdu/w02a8qpFygzXomgYF0asqUEsLg5rrDaIfEhmF59yrcc56Eee9c/Afd0L4790EiqJwRd9IltTzUN6aAi8TPj7AZ3uk0qcQouPxnn6hbrtp8Xvg9bTyaITofLaY9YPoSkFu426oaY17wK+VXNQrgl7RwVmtPZV+Xtta1QYjEkIIIZrm6EjvtDK9IHogRCCoIUfy6U6SEruBJXSQG9WA99Rzccx+Cd+AYb+/LjYe1y0PosUlhv3+LcFuUnlxYhcePC4GY4iipj8XejltYQG7K6RKghBCCHE00WLj0XSODv69IvrRM5WNNKm8fEIX7h0WTaazgOn5y4OucaomTvBO5OXNDV+g0uK74rzjCfzdMpthtE1jeesZjK1dRcZRie3R2zGEOIGos1MrSrE9clvjF3QbybDpJ6xz/o7i13/o1H3BtfhOOrNVxySEEJ2Z3npVqTESjeAFGaUqvPUqJURF9EBy25+20lYSbQY+PT2B01KDi0LUZ0eFnzkbK5n8WSF93s7juu9K+HS3E4dPTgsUQggh2qMyd+0Hx/Qe8gt3XgV1FKRqJ4Gp+gyON/PV1K6cU0cBqlKPxkVLi/nb6jK88uCdEKIDCWT1rZW3OEQtLcK48ss2GJEQnctvhuatiK6UFaNUBRcGbS/zKqOq8Ndh+jmyx36toFRnHU8IIYRoz9qmFHYnp1dhCnuM7rVhL0A18Wk9Lak7rjufQNm/G7WsGH9mH9AJdrUFRVGYcYydgXEmpi8rotwTvPCUXe7ntIUFvHdqAgMbUFVKCCGEEB2YohBIScew47dazf2q9gFHT0X0QxRF4bYhUVyyfClGguebL6acyD5jDLesLOXXIg+PHB+L2RDiST8dWlJ3nPc/j5q9CbWsuDmHrkspzMf87gu6lbAtrz4BFiu+Mae0+DhwO7E9eTeGXVt1u/3pPfFOuRiU8P9dtmfGFUsw/rIyqF0tKcT28K047/lPqzysqm7fiPWpe1C8Xt1+z1mX452sX2VICCFE4+gWTlBUPDY7FmftjblwK3eqOkH0QJeENj/iuK3FmFXePjmeFfkePt7lZNEeF3urGnbaX5E7wJvbHby53YHVACd0szI53crpaVYSbaErjQohhBCi9ZR5as+vikxR9HAV1GprSEX00EH0rAaPra1Em1X+N7EL41Ms3LmqFHeIKdCcjZWsPuDhjZPi6CpzGyFEB+GdfBHGTT8FtZsXvY1v3B9APbr2LIRoLpqmsY0oHKqZiEDtEwaURgbRQ86rQpzG3BbOzLQxKK6S9cW190nynAFO/rSAN06Ko1+s5KOEEEJ0DBJEb2aapulu7BmionWvD7ciulJcgOIMrm4ZSG3Y4pPWLQN/O5pYHW58ioVFpydyzuJC8p3B/w7znAEmf1bA2yfFMya54VWlhBBCCNHxBLoFB9F7ug4QpfixNCBk3VkopUX0+OnzoHavYuCJtMk1X7+y1cHmUh+vnhhHUkQDNvNMZgL9hurE3FuGFhWD9cVHgtoVTcPywoNoZiv+EeNbbgAeN9Z/34th63rd7kBKOq7bH0OL7tJyY2hlvmHjsD71V4wb1gT1qQW52B65Dec9/27R71ndvQ3b43eguF26/Z4/nI/nrCta7P2FEOJopVs4AfDbY+DIIHqY61Vq3t6gtkByWsMH1wkpisLYZAtjky08PEpjQ4mPRXuqQ+m/Fuk/iBWKyw+f57j4PMeFAhzX1czk9Opgeu8Y2ZAUQggh2oI3oFHpq11YqchkD7quQUH0/bt02wPd2+e+XiiKonBF30iGJZi48utissv10+irCzyc/GkB750STx8JWQkhOgD/wBH403ti2JNdq13N3YNxxRJ8405ro5EJ0bFV+jT8KOyyJjDg4KnIh6gFjQyi79+t296eHvBTFYV7h0Vz/pdFQX3by32ctKCAZ8Z14aw6TpsRQggh2gt5JLOZOXya7tP9pugQFdHD3djbt1O3vb0cG9NcBsaZ+GJKIj2i9ANT5R6NsxcXsmiPs5VHJoQQQoi2oFeZwKT5GeI70AajaXumxe/pVpCelzSWPdbaVax/OODhxAUH+KnAE3R9e+GbMBn3JTfp9imBANa5/8SwblULvbkP67P3Y9y4Vrc7kJiC847HO1UIHQCTGddNs/D3GazbrebuwfroX0DnyMrmoOzbhe3Rv6A4gh+yBfCeOA3PhTM6TQV6IYRoT/QKJwBokcHFE5TKMAJTbhdqUX7w/SSIHkRRFAbFmbhzaDTfTOvKhvOSePT4GE7sZsHYwI88DVh1wMM/1pYz8oMDjPwgn3+sKWP1ATcBLfiUQSGEEEK0jCOroQMUmqKC2pSqplVED8R0CXnqcns3ON7M19O6ck4d4ak9lX5OXVjAijx3K45MCCEaSVHwTr5It8v89rMQZvZDCFFb6cE1q13WrkF9SmFuo+4ZMmPVLb1R92spp6RaGJ1k1u2r8mlc8XUx964pwxeQNR8hhBDtmwTRm1moTb2oKBuaKXjyoFSFGUTfe3QE0QEyo4x8MSWRIfH61Q9cfrhkWTGvb9UPrwghhBCi8wik6C8IDXXv123v1KoqMC39OKg5gMKjaVN1X7LfEeD0zwp4a7ujpUfXaN5TzsZ93jW6fYrfh/U/96Ju/qV53zTgx/LCgxh/Wq7f3SUB551PoMUl6vZ3eBYrzlsfxJ/VV7fbsCcb2+N3gLN5f26U/H3YHrktZDU475hTcV82U0LoQgjRQkKtWanRjQuiq/nB1dABAikSRK9Pqt3INf3tfHhaAtkXp/DixC6ck2Uj2tTwz8BtZT7+vaGSUxcW0m9+HjctL+HzHCdOn2xQCiGEEC2pzB38WVukF0R3VIHPF9Y9dYPo7ahqZ2NEmVT+N7ELT42JxRLi0L5Sj8ZZXxTywY72u34lhBCH+EaeQCAxJahdrSjF8t4LbTAiITq+Uk/1vGqXNSGoTy0tAk/DH1hT9wVXRA8kJIE1ouEDbEGKovDs+C50tYWO7z29oZI/flFIgVP/lBkhhBCiPZAgejMLtanXxaKGqDAVbkX0XUFtmqKGDGd1dIk2Awv+kMCEFItuf0CDG5eX8uS6CjSp9iSEEEJ0WnoV0QH6OxpXAaEjM335IYoreEMuMHIC95wxkMgQ5TTdfpjxXQl3rypttxUTvGdMxzP1Et0+xevB9uTdqNm/Nc+bBQJYXn4c0w9L9buju1SH0HU2EzoVWyTOvzyKP7WHbrch+zdsT90NblezvJ1SdADbI7dWLxrr8I2YgPvqO0CVX1GFEKKllOisWSmAISq4wmY461VKXoggulREb5AYs8o5PSJ48YQ4tl+UwoenxnNNv0i6R4RIatXhgDPAa1sdXPhlMT3fyuWSpUW8ua2KIpdsVAohhBDNrVSnInqR0a57bVhFqaoqdH9n7gwFqRRF4Yq+kSyZkkhWiBORPQH40zcl/Hu97PsJIdo5oxH3Rdfpd339Ker2ja08ICE6vroqogMoOify1UnT9B/w65bZwJG1jswoI19N7crwBP1inQDf5Xk44ZMCfmzHpyALIYQ4uskufzPT29QDiLOoaHadIHq4FdF1jo3RkrqDWT+o3RlEm1XePSWeszJDH9n3zx/LuWd1mRw9LIQQQnRSWmIKHiV4g6p31b42GE0bcjsxL35Pt8tzxnTOzLSxeEoiGfbQgaVnN1Vx9uIiittpEMlzzlV4TjlHt09xObE9djvqnu1NexNNw/zmM5i+XaTfHRmF6/bH0Drpw55B7NG47ngsZGDQsPlXrE//HbxNW9hUSouwPXwraqH+YrFv8ChcM+4Fg7FJ7yOEEKJuemtWsRYF9ILoLme9//1Xc/fotksQvfHMBoUTu1t5dHQsG85P4uupidwxNIqBcaE3IkNx+DQ+3ePiuu9L6f12HpMXFTBnQwU7y8OryCqEEEKIuukF0Qt1KqIDIU8GO5zePiB0jiD6IYPjzXx5RiKjugafIH3IP9aW85cfytptMQUhhADwDxuHb+jooHZF07C8+gT45fcuIRri0LxKryI6gFqY16D7KeUlulms9jyv6h5pYNHkRK7sG7pi+z6Hn9MXFfDqlqpWHJkQQggRHgmiN7O6gujYdRagwqmIHgjoHxvTjidJzcViUHhxYheu7hcZ8ppnN1Xx529L8PhlUUoIIYTodAxGdkQkBzVnVhxdQXTT15/qVib1DRpJILMPAMfEmfhqaiITQ5woA/BtrpsTFhSwodjbYmNtNEXBc/H1eCdM1u92VGJ95C8Y8nIa/Rbm91/EvOR93T7NasN52yME0ns2+v4dkRYTh/OOx6uPpNRhXL8a639nN37zpLIM66N/Qc3Xr5rr7zcE1433g7HhATshhBANo7dmVV04ITiIDvVXRVd1PpM1gxEtxGeKaBhFURiaYOaeY6P5/syu/HpuEg+NimFCigWD/kE4IQU0WJHv4W9ryjn2/XxGf5jPrB/L+KnIi2S8hBBCiMYp05lbhQqiUxlOEH2Xbntn2wuMtxr46LQEpmVYQ17z4uYqpi8rpsqrv+cqhBBtTlFwX3ITmk7RQMOebExfftgGgxKi4zq0ZrXLFqIiekHDTkkOOa9qpxXRD7EYFJ4c04Wnx8ZiCVF3yhOAm1eUctPyElw+WdQRQojOYsGCBZx11llkZWWRlJTE4MGDueqqq9i7t3qP3ev18vHHH3Pttddy3HHH0b17d1JTUznppJN48cUX8fvbvhihBNGbWXGoILpVf2NPqayo955KUT6KxxXUHkjNavgAOyCDqvDo8THcfWyIBTzg3R1OLlpaRKUsSgkhhBCdij+gsdHWLai9e+k+OFpORPF6MH02X7fLc8Yltb6Osxp4/9R4rj9G/yhogD2Vfk5dWMBHO53NOsxmoaq4r7wN76hJ+t0VpUQ/eTfmkoIG39q0YB7mBW/o9mlmC85bHiLQs3+D79sZaPFdcd7xBIHYeN1+49pvsfzvEQg0cK7trML22B0Y9upXdfP37I9z5oOd+pQnIYRoT/TWrEKd4AfhBNGDHzLSkrrLCRctJCPKyLUD7HzyhwSyL0rh+QldOCvTht3YwFQ68Fupj8fXVTJ5cTlT1li5Y00lS/a6cEuRByGEECJspZ7gz81ik/56TH3zKqgriN759gJtRoVXToyrc/3qixwXUz4rJN/R9pvpQgihR0tMwTPtMt0+8wcvoRQ3fA1biKPVoQf8mqsiekd/wO/SPpF8PjmR1MjQpyC/ttXB6Z8VkFMpJzAIIURHpmkaM2fO5NJLL2X37t2cc845zJgxg9GjR7Nq1SpycqoLAu3cuZPLL7+cTz/9lF69enH11Vdz3nnnsX//fm677TYuvvhitDbOz8jOUDMrdoWuiK5FBm/sKVVl1SEqJfSmkRoiuNFRJknNQVEU7hwaTaLVwG0rS9H7a7N0n5sxHx3grqFRXNAzAoPa8I04IYQQQrQvZZ4AmyO7Q+GaWu0WnwtfcQFavH51hAZzOlA8LrSYuOa5Xx2U8hKUspKwrzes+wG1pDCo3d97IIG+g4PajarCv46LYVCciZtXlODW2a9z+DSu+LqY24rt3HNsdPuaN6kG3P93D4rHjfHn5UHdhtJCes17Aqf9r6hR+hVcg16zfjWW917Q7dMMRlw3zSLQb0iTht3RaUndcd7xOBEP3qx7ZLhpxWIwW/Ce/McwbxjA8vp/MOzcotvtT++J87ZHwBb6mEkhhBDNS2/NqotFRQvxearUVblT01Dz9gQ1B5LTGj0+Eb5Yi8r5PSM4v2cEbr/Gt7luFu1x8tkeF3nOhj04VuhReW27m9e2u7EbFU5KtTA53cZpqVZiLVLDRAghhAil1BN+RXS937OPpBeYCsTGQ2ToIk0dmapUr1+l2Q3cvapMd9/vlyIvpyws4N1T4ukbKyepCSHaH+/p52NasRh1f+3T7RWXE/Obz+C+4b62GZgQHcyheVWx0U65wUq0v3ahTqWgmYLo3TIaNb62cGyCmW+mJfKnr0v4Jtete83PhV5O+KSAl07owsRuoU+bEUII0X7997//5ZVXXuHqq6/m4YcfxmCo/RCSz1f9wJHdbuexxx7joosuIjIysqZ/9uzZnHHGGXzxxRd8/PHHnHXWWa05/FokiN7MQlVE72JR0ezBi0WK1wseF1hsIe+p7pMg+iF/6hdJvFXlmm+K0VnjY0+ln+u+L+Wp9ZXcc2w00zKtqHWE/IUQQgjRvpV6NDZHBFdEB1D378bf1CC634d53hzMSz8CwDfkeFzX/6POuVmjOSqxPv13jJt+apbbeaZeUufDjBf2iqBvrJFLlhazL0T1qMfXVbKh2MvzE+OIMbejoJHRiOu6v2N96h6MG38M6raUFmJ5+JYmv42mqriu+wf+Qcc1+V6dgdY9E+dfHsX28C0ojqqgftPXCzB9vaDJ7xNIScN1+2OddjNdCCHaqxKdhZQudVREp44gulJRqvtZIUH01mcxKJySauWUVCuPj9b4udDLoj1OFu1x8Vtpw6piVfo0Pt7l4uNdLgwKjEkyMzndxuR0KxlRsowshBBCHK5MZz8wZBC9rgf8DtINonegsFRjXTvATmqkgWu+KcGpczrLoZP93jwpnrHJcqKaEKKdMZpwXX4LEQ/ODOoyrfka37pV+AePav1xCdHB1Jw0oyjstHZlSFXt4gcNroh+xMMhAIH4pA5XGCf+4CnIs38q56n1lbrXFLkD/HFxEf8YHs1NA+0oko8SQogOw+l08vDDD5OZmclDDz0UFEIHMBqr1+W7devG1VdfHdQfGRnJ9ddfz9VXX83y5cvbNIjejtImnYNeED3apGBSFTR7qApTFXXeU2/xSTMYjtrNvTMzbbx3agJRptATqK1lPq74upgTPilgcY6rzY8eEEIIIUTjlHkCoYPoucFVOBvKuHxJTQgdwPjrD1jeeLrJ99VjfeGhZguh+9N7hrWAfWyCma+mJTI6yRzymi/2ujlpQQFbS73NMrZmY7bgunk2/t4DW+T2mqLgvvou/CPGt8j9O6pAZh+ctz6MZmmZ6hmBxBScdzyBFt2lRe4vhBBCny+gUe4JXhuJs6gQIoiuVJaHvJ+Sm6PbHkg5Oteq2gtVURieaObe4TGs/GMSP5+TxOyR0YxJMtPQA3D8GnyX5+Hu1WUMeS+fsR/l86+fyvml0CPrbEIIIQT6FdErraGC6KHnVdUvLEctKw5qDnTPatTYOpozMmwsOD2BBKv+tnWZR+OPXxTy3g5HK49MCCHqF+g3FO/Y03T7LK/9Gzz6lYyFEL8rPSxntduaENSvFOSGfzNN0y322VELfRpVhftGxPDqiXHYjfqLOwEN/rG2nDt+KJM1GyGE6ECWLVtGaWkpU6ZMwe/388knn/Dkk0/y0ksvsWPHjrDvYzJVnyCmF2RvTRJEb2YlOkH0LgePsdVCVPyrrxKCuldnkpSUBsaj9xi6CSkWPj09gcQQi1KHrCv2cv6XRfxhUSHfhTiuRgghhBDtV6k7wJaIFN0+vYoGDWVa/nlQm/H7z1EO7G/yvQ+n7tyC8afvm+1+3jPqroZ+uK42Ax+flsBV/SJDXrO93MfJnxbweY6zuYbYPCw2nLc+hD+zT7Pf2n35rfjGntrs9+0MAr0H4pr5AJqpeX/fCHRJwHnnE2hxic16XyGEEPXTW6+CQxXRQxVOCB2YCvVA4NFaNKG9yoo2csPAKBZNTmTbhcnMHRfLGelWIkJsXNZlY4mPR3+t4IQFBQx8J5+/rCxl2T4XHp3KpUIIIcTRoEznIb9IqxnNGlxpU6moZx9QpyAVdNzAVGOMSDSzZEoiPaP1N849Abj6mxKeWlchASshRLvjufBa3SyIWrAf86fz2mBEQnQshz/gt9MafBKyWlEK7vD2r5TyEt01rY5+0syZmTaWTk2kT0zoE+te2FzFnaskjC6EEB3FL7/8AlQHyMeOHctll13GP//5T2699VZGjBjB3/72t7Du88YbbwAwadKklhpqWCSI3sz0KqLHHQxLhzrqWKmqoyJ6wK+7uXc0LT6FMiTezOIpiRybUH9AZtUBD1M/L+SsLwr5scDTCqMTQgghRHMo9QRwGKzstsQH9am5TQyiez2o2b8FNSuBAOZFbzft3kdozsXmQEoavpETGvb+BoXHR8fy7zGxmEL8BlDu1bjoy2Ie/aW8fS1SRdhx3v4o/tTmqwLmvuh6fCdObbb7dUb+AcNw3XA/WjM9OR2IisV5x+NoifoPlgghhGhZoYLocRY19HpVXUH0/L267RJEb7/irQYu7h3JGyfFk31RCm+fHMf0nhbiTA2f9+1z+Pnf5irOXlxEr7dy+dPXxby/w0GZTmVYIYQQorPSq4geY1bRooIf8qu3IJVO1U44+vYCs6KNLJ6SyKiuoU/2u+/Hck76VE5DFkK0L1p0F9znXaPbZ1r4Fkqe/qliQohq9VVEB1AL8sK6V6giVp3hpJm+sSa+PCORM9JDn2j7/G9V3LNawuhCCNERFBYWAvDMM88QHR3NsmXL2Lt3L4sWLaJXr17MmTOHF198sc57vPLKKyxZsoQJEyZw6qltW4RPgujNrNilUxHdfKgiuv7GHnUddXwgF8UbHJwONGMQpyPLijay9IxEXj6hC73rePLvkK/3uznp0wIuXlrExmJvK4xQCCGE6DieeuopYmNjiY2NZc2aNW09HABK3dULJZsjugf1KSEqcYZL3bVVd54FYPzuM5TSoibd/xBl/24MP37XLPfSIqNw3jgL1MaFgy/vG8mnf0ggyab/a4AG/OvnCi7/qphKbzsKEtljcN3+WJMro2uqivuCa/H+4bxmGljn5h86Gtd196FZbU26TyA+Cdcdj6F18IojQgjRkekVToCDp/gZTQ2u3KnmBm+ia5FRoBO8Eu2PzajwhzQbjx9n57PjnHx6SjQzB9nrrKoVSrlX44OdTq76poReb+Xyxy8KeeG3SvZW+lpg5EIIIUT7Uaozv4o16z/kV38QfZdu+9EWRIfqh+c+Oi2BMzNDB6x+Kqw+DVkC6UKI9sQ38Qz8PQcEtSs+L5ZXnwT5b5UQIdWqiG7TP1FVKQwziL431AN+nWN/Itqs8vqkOO4bHo0a4sC7ZzdVce+adlZ0SgghRJBAoPrzz2w2M2/ePIYNG4bdbmfMmDG88sorqKrKnDlzQr7+888/5/bbbyctLY3nn3++tYYdUsN3F0Sd6qqITsiK6HVUmAo5Scps8Ng6K1VR+GNWBFMzbMzPdvDQLxXkVPrrfM2iPS4+2+PinB42ru4XyfBEM6ZQszQhhBDiKLBp0yYefPBBIiMjqaqqauvh1Di0+LQ5ohunlayr1aeWlUBVBegceRkOw9Z1IfsUnxfT5+/guXBGo+59OPPCN1F0Fnu8o07EP/C4sO+jxXTB328oWEJvxIVjVJKFr6Z25dJlRfxYqP9g3ie7XfxWWsDjo2OZkGJp0vs1Fy02Hue9c/FvWEvpts3ExcVhMtV/Mk4Nkwl/j/5oScEPNYjQ/CPG4+j1Buq29SjO8I6+PJwWHYO/71CwBQcchRBCtJ5QQfQ4y8HiCVExKC5Hrb66AlNqns7pfcmpoMjaSkejKjAiwcS4VCv3jYhhe5mXRXtcLNrjYtUBDw3ZsvQG4Kv9br7a7+b2H8oYEm9icrqVyek2BnYxosjPhxBCiE5E7ySQWIuCZtepiF7HA36gH0QPxCY0es2ro7MZFV4+IY6/rylnzsbKkNcdCqQPSzBx19BoTkm1yHxDCNF2VBX35bdg+8efUbTanxHGTT9h/GEpvtEnt9HghGjfDhWlAtht1Q+iqwW51J0COnhdqIro3TIbMbL2SVEUZg6OoneMkSu+LkavrtScjZUYFLhvRLTMj4QQop2Kjq7OEg8dOpSUlNqnig8YMIDMzEx27NhBaWkpsbGxtfoXL17M5ZdfTteuXVmwYAHJycmtNeyQJIjejPwBjTJP8PZMl0Obeo056jjUcXxSET2IUVWY3juSc3tE8NrWKh77tYJ8Z+hKnhrw3g4n7+1wYjcqjEk2MyHFwoQUCwPjTKgyGRNCCHGU8Hq9zJgxg0GDBtGjRw/eeeedth5SjUPVpTZHdtPtV/fvJtB7YKPubdgSOogOYFr2MZ4zpod8mDAcSkEuxhVLgto1kxnP9BvRYuIafe+m6BZpYOHpidy6spQ3tzt0r9lW5mPa54Wc28PG7JExJEc0rgp7szIa8fYbSnFkPJFpaSjWpoXyRXi02Hj8I09o62EIIYRogpK6KqJzcM2qILdWX8j1Kr8P5cD+oOZAcnrTBinahV4xJm4aZOKmQVEUOP18nlMdSv9qvwtXODu+h/m1yMuvRV4e/LmCNLuByWnVofQxyVIQQgghRMdXqhNEj2lsRfT9u4LajvaCVKqiMPu4GNLsBu5aVVbnw3ESSBdCtBeBjN54Tzkb8+L3gvrMbz2Db/Coo/YhIyFC0TSt1rxqV4ggetgV0fUe8Ivr2imL5UzJsPHyCXFc8VUxPp3J0r83VGJQ4d5hEkYXQoj2qHfv3gDExOifNHuo3eVy1Wr/4osvuOyyy4iPj2fBggVkZma26DjDpbb1ADqTUk9AdyEkrklB9F1BbZrRhNZVP4wlwGJQuKa/nZ/PTeL+EdF0sdQ/oar0aSze6+Zva8qZ8EkBvd/K44qvinlpcxXZZT45skYIIUSn9thjj7F582bmzJmDwdAOwsaHObwiuh41N7gaZ1gCAQzbNtR5ieJ2YVryQePuf5Dps/kogeCNSe+EyW0WQj/EalR4ZlwsD42KwVDHdOm9HU5GfpDP3I2V+AIyJxJCCCE6olAV0esqnhAqMKUU5KH4gxPJgZS0JoxQtEeJNgOX9onkrZPj2XFxCvMmxTG9dwTxloYvKedU+nnutyrO/KKQXm/l8n/fFPPRTicVemW7hBBCiHYuoOkXpoo1q2hROhXRHVXg8+nfrLKs+tS/I9+je0aTx9kZ/HmAnfknx5MSUf/841Ag/aRPC1ic45K9PSFEm/Cc/afqUy2OoJaVYH7/xTYYkRDtW4VXw3/YR3a5MYJiY2TQdWq4QfSj7AG/MzJsvHhCXMh9vifWVfKvnytkXiSEEO3Q+PHjAdi6dWtQn9frZceOHURGRpKQ8Pvc8lAIvUuXLixYsIAePXq02njrI0H0ZlTfMccYTWhWW1B/QyuiB1LSwSDF7OsTYVS5aVAUv56bzF1Do4gyhf+EX5E7wEe7nNy6spThH+Qz6N18ZnxXwtvbHeyvamD5JyGEEKId++WXX3j88ce588476devX1sPJ0i9QfQQR+zVR927E8UR+mjfQ8xL3genfsXw+iilRZi+XRjUrhkMeCdf2Kh7NjdFUbh2gJ0PT0v4fc6qo8Krcc/qMiZ+coAf8t2tOEIhhBBCNIfSUGtW1kNBdJ3AVIj1KjVP/0HAQHJqI0cnOoIIo8qUDBvPjOvC1guTWXR6AjccY6dHVMMfZC3zaLyzw8kVXxfT881czl1cyEubq8h1yJqbEEKIjqHSq6H3rH6MRdWdVwEoVSHmVnt36bYHusvJyIecmmbl53OSeXhUDMk2CaQLIdo5WwTu6TfodpmWfYy6c3MrD0iI9k3vlJmdOlXRlSNO8tOjlJegVAQXVujMQXSAMzNtvDgxdBj9sV8reOiXitYdlBBCiHplZWUxadIkduzYwWuvvVar78knn6SsrIwpU6ZgNFbnhJcsWcJll11GbGwsCxYsoGfPnm0x7JAkzdyMQh1zfHioR4uMRnE5a/WHDKL7fKi5OUHNgVRZfGqIaLPKXcdG83/9I3lqfSUv/FaF09+wRae9VX7e2u7gre3VQbSBcSYu6R3BBT0jaqqHCSGEEB2N2+1mxowZDBo0iJtvvrlR9zjyGKDmVuysDqMUmKIpMtqJ9x0RHt+7s1FjsG78MazrlKoKlC8/xHnKOQ1+j4hF81G83qB293En4rTHQgv/u2uI47rA56dGc/XyCtYVhw4AbSzx8YdFhVyQZeFvQyNItLb+PMjj8dT6U4jWJj+DojlYrda2HoI4yugVTzCpYDdW71DpBqYcleD3BRVDUPP26r6Hlpze9IGKDsGgKoxJtjAm2cKskdFsKfOxaI+LRXucrC0Inv/WxROAL/e5+XKfm1tXwrAEE5PTbUxOt9I/1ihHRwshhGiX9AJTADFmJXQQvaJM93Q8vZORofMHphrKalT48wA7l/eJ5NWtVTy5roI8Z90nqxwKpA9LMHFNfzvTMqxEmmRPTwjR8vwjJ+IbdBzG9atrtSuahuWVJ3D+41lQ29fptEK0Fb3iCbutiQyv3FWrLZyK6EfzvOqsLBsBrQtXf1ui+8Dkw79UYFDgjqHBpyIKIYRoO48//jinnnoqN910EwsXLqR3796sW7eOb7/9lrS0NGbNmgVUV02/5JJLcLvdjBs3jvfeey/oXunp6UyfPr21v4UaEkRvRiEroh8W0NHs0VCUX6s/VBUEJX8vij/4qL6jYZLUEuKsBu4fGcN1x9h5/NcK5m134PA1rgrChmIvd60q4x9ry5iaYePS3pGMTzGjyuaYEEKIDuSBBx4gOzubr7/+GoOhcYueeXl5eHXC1s2loNIKqKAobI7oxtjy2scSaXt3kpMT/OBefTLXrQn7WvPn77Ct17FoRlPYrzG4HBzz1SdB7RoKO4ZMwN2IMbc0BXiuP7yXa+S/u01U+UPPa+bvdLNoj4vrMr38MdkXsspCS8rPz6//IiFakPwMisYymUxkZma29TDEUUZvzaqLRa0J+Wr24E0oRdOgqhKiY2u16xVN0BSFQFL35hms6FAURaFfrIl+sSZuHRxFnsPP5znVofRvct24G1jk/KdCLz8Vepn9UzmZUQYmp1v5Y2YEI7uaW+YbEEIIIRoh1GkzsWYVLUo/iE6o02Z0TkYGCHTLaNTYOrvGBtJnfFfC7SsVzsyycXGvCMYkmeWBNyFEy1EU3JfejOGvV6J4axezMOzaimnpx3hPObuNBidE+1LqCc7s7NKriF5VUV00IcIe8l4hg+hHybzq7B4R+DX483f6YfQHfq7AoCjcNiSq9QcnhBBCV1ZWFl999RUPPPAAS5cuZdmyZSQlJXHNNddwxx13kJhY/ZmYn5+P2119cv3777+ve6+xY8dKEL2zKHaFUxE9+AM95FHHR/HTei0pOcLAo6NjuX9kDKsPePg218W3uW5+KvTSwELpuP3w3g4n7+1wkhll4NLekVzcO4KUCHmCWQghRPu2evVqnn76ae666y4GDBjQ6PskJyc346iCOX4uAarnWHpBdHNpEWnJSWBqQDBF04jevyOo2dctEy0yCtO29bXaTZVl9MzZjHvC5LDfwrboLQye4IrnnmFj6XrsceGPtQ3cng6XDQ5w/89VvL87dMXnCr/Cw9lmPi+x8dAIO8fGt86vFh6Ph/z8fJKSkjCbJZAkWp/8DAohOqISd/CCx+HrVegE0QGUyjK0I4LoSp5OED2+K5gtTRqj6BySIwxc0TeSK/pGUukNsHSfm0V7nHyR49LdXK7Lrgo/czdWMXdjFaO6mrlpoJ3T061SCEIIIUSbKwvxmRZrUSFEEF2pLNNt19sLDHRJAJ39RPG7wwPpr22t4sn1FeQ66g6kV/o05m1zMG+bg8woAxf1iuCiXhGk22W7XAjR/LSk7nimXoLlg5eC+szvv4hv5ES02Pg2GJkQ7YveA356QXSorooeSO8V8l7K/t267UdTxuq8nhEEgGu/LUFvxjrrp3IMCswcLHNNIYRoL1JTU5k7d26d14wfP57S0tLWGVAjyW/WzShURfQuhwfR9Y7kCxFEN4SqgtA9q+GDE0FsRoWJ3SxM7Fa9UVrmCbAiz823uW6+yXWzqSS4Gn1ddlX4mfVTOf/6uZxTU61c2juCU9OsmFTZHBNCCNG++Hw+ZsyYwTHHHMMtt9zSpHtZrdZmGpW+Mu/vyySbI7sF9StagIiSAgLpPcO+p3JgP4bSoqB2rd8QfMPGYnrsjqC+yMXvoZw0DQxhTJ/dTiKWfaTb5Z92aYv/O2sOGVZ4cVIEV+S6uf2HUjaXhp4X/VrsZ/LiMq7oG8Hfh8fUmvu2JLPZ3CH+XYrOS34GhRAdSaiK6IeEqtypVJYHbVqpOkH0QHJ6k8YnOie7SeXMTBtnZtrwBTRW5HtYtMfJoj0u9lQ2rFT6qgMepi8rpk+MkRsH2jm/ZwSWtjiWRwghhABKPfr7gTFmFU0J8YBfRQOC6LIPGDarUeH/Bti5rAGBdKje03vw5woe/LmCCSkWLu4VwdQMK5Gm1lnXEkIcHbyTL8S0YknQ79GKswrzW3Nxz7i3jUYmRPuhN6/aZdMPoisFuVBHEF0vYxWISwRbZOMH2AFd0DMCf0Dj+u9LdcPo9/1YHUa/cZCE0YUQQjQf+W26GZWECKLXV2FKqSoHLfjjX90bPEnSzBa0xJTGD1KEFGNWOT3dxoOjYllxVhLbLkzmpYlduLxPBFlR4Vc4D2jweY6L6cuKGfhOHv9cW8bOigaeQyyEEEK0oMrKSrKzs1m/fj2JiYnExsbW/PPWW28BcMoppxAbG8unn37aZuMMaBrlh1WY2hzRXfc6NXdPg+5r2LpOt93fZzD+gSPxZ/QJfo+C/RhXfx3W/U3fLNTdXPQNGkkgq2+DxtrWxqdY+O7Mrtw/IppIY+igjwa8vMXBkPfyuPOHUjaXeltvkEIIIYSoV4nOKX61CyeEqoh+RPEEZxWqzgN9geTUpg1QdHpGVWFCioWHRsXy67lJfH9mV+45Noqh8aYG3WdrmY8bl5cy9L08/rO+gvIQQUAhhBCiJelV7gSINSt1PuAXpLwUtaI0qPloqtrZXA4F0n8+J5lHRsWQEhH+Fvi3uW6u/a6Evm/ncf33JSzPc6Pp7NsKIUSDmcy4L5up3/XDUgw/LW/d8QjRDpU1sCJ6XZR9wRXRj9Z51cW9I/nP2NiQ/feuLeeZjZWtNyAhhBCdnlREb0Z61aWMCkSZfg/taDpH6SmBADirIMJeq123CkJKBqjy/EBrSLQZOLtHBGf3iABgT6WPr/e7eXu7gxX5nrDuke8M8OT6Sp5cD4OiLAzJraRHrJcMu4GMKCOZUQbiLSqKHCkshBCiFVksFi699FLdvhUrVpCdnc3pp59OQkIC6eltV92y3KPVelJ/c0RwRXQIfdReKIYtIYLofQeBouCZOh3bnH8E9Zs+nYdv1KS652I+L6ZFb+t2ec64pEHjbC9MqsJNg6I4O8vGX9eU8fEuV8hryz0az/1WxXO/VTE6ycyVfSOZlmHDWkeIXQghhBAtr0QnrBtX3wl+gFJZ++E6NW+v7nVacloTRieONoqiMDDOxMA4E3cMjWZflZ/PDlZK/y7PjTeMbHmuI8Df15bz2K8V/KlfJNcOsJMcEX4hCSGEEKIpykI8CBVrUdEsoR7wCy5aoO7fpXvt0RqYag6HV0h/fVsVL2+uYlMdJ/0drtKnMW+bg3nbHGRGGbioVwQX9Yog3S7b6UKIxvMfMxzv6JMxrfwyqM/67P0473icQO+BbTAyIdoHvTWrXdYE3WuVgjqC6CEf8Dt6T5q5tE8kAQ1uXlGq2//X1WXsKPdx40A7mVEy3xFCCNE08knSjPSC6HHW2iHjkBt7VRVohwfRvR6U/ODNvUDq0TtJamvpdiOX9TFyWZ9Itpd5eX2rg7eyHRxwhld5aX2FgfUVbsBdqz3SqNQE0zOiDGTYq//MjDKSYTfIMYBCCCGanc1m4+mnn9btmzFjBtnZ2dx6662MHDmylUdW25HH8e22JuBUTdgCtattq7kNDKJvXR/UFkhIRovrCoB/+HgCKelBldYNe3di+GUl/mFjQ97buHwxaklhULu/90ACfQc3aJztTardyKsnxrN0n4s7figlu7zuE19W5ntYme/hLksZF/eK4Iq+EfSKaVjFSyGEEEI0ncun4fAFV3TsElYQvXblziOPEz8kkNJ2Dy+Kjq97pIGr+9u5ur+dMk+ApXtdLMpxsTjHRbm37mqk5V6Np9ZXMndjJRf2iuDGgXZ6y5xTCCFECyv16H8+xZhVMBnRrDYUl7NWn24QXacgFUgQvTlYjQrX9Ldzdb9Ifi3y8uZ2B+/tcOru5erZVeHnwZ8rePDnCiakWLi4VwRTM6yyZyeEaBTPhTMw/roSxVFVq13xuLE9cRfOe/5DIK1HG41OiLZV6g6eV3mMVgJRsUHB8roqood8wK9bRlOG1+Fd3jcSvwa3rizV7X9xcxUvb6liaoaVG46JYmRXc+sOUAghRKchQfRmVKx3zLG59oKEZg+uiA7VC1BaYkrN12puTnWl9CPI4lP70CvGxD9HxvC34dF8kePi9a1VLNnnJtCIk/qqfBqbSn0hKzIkWFUydQLqGVFGukcaMKlSYVQIIUTndOQxxwFFZYsthaFVtQPiRwbG66KUFesGqPx9DguJqyqeMy7G+sJDQdeZF7yB89gxoHeaScCPeeGbuu/rmXqJ/ms6oJO6W1lxVhL/WV/B4+sqcNWdR6fYHWDOxkrmbKxkQoqFK/tGMCXdhtnQOf59CCGEEO2dXmUpOLIieniVO9XcEEH05NRGjk6I2mLMas0JhVXeAG9sczBnYyU5lXVPOj0BeG2rg9e3OpiSbmXm4ChGJMrmqRBCiJZRphNmVg87IVmzxwQH0SsaEEQ/ygNTzUlRFIYmmBmaYGb2yBi+2OvizW0OFu914Q9zT+/bXDff5rr5y0qFM7NsXNwrgjFJZjntWAgRNi02Hvd5/4f11SeD+hRHJdbHbsf5tzm18iJCHC2OLEoFB0+ZSUyBI4LoSkFuyPvIA36h/alfJH5N4/YfguejAAENPt7l4uNdLkZ1NXP9MXampFsxSBZJCCFEA0gQvRmFqoh+uNAbexW1vpZJUsdgUhXOyLBxRoaNfVV+3txWxevbHOypZ3OsIQpdAQpdAdYWeIP6DEp11ajDw+mZUQYGdDHRP9Yoi2BCCCE6NL1jjrdEdNMJoudAwA+qod57qts26Lb7j6hW7jv+ZAIfvIxalF+r3bDjNwy//Yx/wLCgexjXfIOavy/43uk98Q8eVe/YOhKLQeH2odGc1zOCu1aV8XmOK6zXHdq4S7SWcUnvCC7vGynH/QkhhBAtTK9wAtQOomOxopnMKF5PrWuODEwpOg/0aSZzzckyQjSnSJPKnwfY+VO/SD7a6eSp9RVsLNEv5HCIBny6x8Wne1yMSTJz86AoTk21yBqZEEKIZqW3ZhVtUlAPft5oUTFwRMVOvYrohn07g9oCcYlw+AnKotmYDQpTM2xMzbBxwOnn3R1O5m2rYlM984tDKn0a87Y5mLfNQWaUgYt6RXBhzwgyZG1LCBEG34nT8O7cgunbRUF9amkRtkduqw6jx8S1weiEaDtHFqUCiDWrBBKSMez4rVa7WpgHmqZb+Eke8KvbNf3tBDS4c5V+GP2QVQc8rDpQTFaUgRkD7EzvHSEnwgghhAiLfFo0oxKdCdLhxxxDA4461ll8AgikZjVydKKldY80cPvQaH45N4mPTovn7Cwb5hb+G+bXYE+ln29z3by+zcHsn8q5+psSxnx0gD5v53HV18W8trWKXRXhLaIJIYQQzz77LKWlpYwcObKth6J7zPHmyG5BbYrXg1KYH9Sux7BlnW67v8+g2g1GI97JF+pea1rwRnCjpmFaME/3eu8Znaca+pEyo4y8fXI8X56RyMW9IrDW/ywAAAWuAE+ur2Toe/mc/UUhC3Y78TbmaBkhhBBC1EuvcAJUV5c6nBYVvGYVtF6lE0QPJKWCKkuMouWYVIXzekbw/Zldee+UeMYnh1fpfEW+hwu+LGLsRwd4e7tD5ptCCCGaTajKnYfoFaU6cl4F+oEpKUjVOrraDFx/jJ3lZ3blm2mJ/Ll/ZO0HNeuxq8LPgz9XMOS9fKZ+VsBb2x1U+WSuIYSog6LgvuJWfMPH63arB/Zjfex2cFS28sCEaFv68yoFLTE5qF1xOaAqeE4FIeZV8oBfLX8eYOfR42MwhrFlubPCzx2ryjjmnTzu/7GMPEfzFeMUQgjROckuUTPSrYh+5KZeZJTua4OOOtYJomtWG1p8UhNGKFqDqiic0M3KSyfEsfmCZB44LoaJySa6WQIYWjGDVuAK8P5OJzctL2Xoe/kMfjePG78v4d1sB/kySRRCCNEB6FVB+C2iu+61au4e3fYjGbYGB9EDUbFoKelB7d4JkwlEdwlqN276CTV7U+37/voDhpzs4HsnpeIbOSGssXVkIxLNzB3fhc0XpPDQqBj6xYZfCWrZfjeXLitm0Dt5/OuncnIq5QE6IYQQojnpFU4AnTWr+gJTmqYbRNdS0po2QCHCpCgKJ6daWXB6IsvOSOTMTCvhLLVtKvVx7XclHPtePnM3VlLp1f87IYTo/BYsWMBZZ51FVlYWSUlJDB48mKuuuoq9e/fWuq68vJx77rmHgQMH0rVrVwYNGsS9995LZWXDgmGxsbEh/5kxY0ZzfmuilZW6gwPHsebDg+g6D/gdedJMeUlQG0CguxSkak2KojAk3szDx8ey+YJkXp8Ux+lp1gbt532X52HGdyUM/rCYWzZa+NuPVTyzsZIFu538WuSh1B1A0ySkLoQADEZc1/4NX/9j9bv3ZGN76q/gcbfywERnNWjQoJDz0SlTprT18IC6K6LrUQvy9Nv37w5qC3TLbNLYOqNr+tv57syuXNQrgnAKnZd6NJ5YV8mgd/O47rsSNhZ7W36QQgghOiQ5K6yZOHwBXDrZ3nA29QCoqqj1ZcgqCJ20mmZnFWc1cN0xdv7U00hOTg7J3VMp8pvYXeFjV4Wf3ZU+dlf42VXhY3eln8IQx2U3hz2Vfl7f5uD1bQ4A+sUamZBiYWKKhbHJlqBKaEIIIURb06uCsCUiuCI6VC8w+YccX/cNnQ7U3duDmgN9BunPscwWvH84D8s7zwd3fToP183/qv5C0zDrVUkHPGdcDGqYZcI7gViLyrUD7Py5fyQr8z28sqWKj3c7cYfxDFyeM8Cjv1bw+LoKTulu4cp+kZzS3YpBlfmvEEII0RThB9H1KqL/Ho5SSgpR3K6gawLJEkQXrW9YoplXT4wnu8zHnI0VvLndUe+cc2+Vn3tWl/HIL+Vc3b96zppoO3rm6kIczTRN45ZbbuGVV14hKyuLc845B7vdTm5uLsuXLycnJ4fU1FQAqqqqmDJlCuvXr2fSpEmce+65rFu3jqeffprly5ezaNEirFZr2O+dlpbGxRdfHNQ+aNAgnatFR1Gms2YVc3gQXe+kGUcl+H1gqN6a1dsHBKmI3pbMBoWpGTamZtg44PTz7g4n87ZVsakkvKIJVT74vsTA9yUuoPa8OdqkkGY3kGY3km43HPyn+n/3iDYS3dJHLAsh2g+zBdfNs7E9dAuGXVuDug1bfsX6zD9x3XR/zWeGEE0RHR2t+xBkenpwgaa2oHc6cqxFRYtL0b1eKcyFrL61GytKUctLgq6VeZW+/l1MPDu+C38fHs0Lv1Xy4uYqynT+fzicNwBvbnfw5nYHWVEGjutqPviPhQGxRtnLE0IIIUH05lKiU/0Agjf1Qh37UqvClMeNcmB/0DVSBaHjM6kKmRFGMqOMTNTpr/QG2H0woL6rws/ugwH1PQf/bM5j/TaX+thc6uP536pQFRjYxUSvGCMZdgMZUUYyowxk2I2k2g2YZNIohBCiDehVQdhqS0ZTVBStdp9epYMjGbZvDHodgL/P4JCv8U46E/On81AcVbXajT8tR927g0BqD9Qtv2LYvjHotYG4RHxjTql3XJ2RoiiMSbYwJtnCQy4/b2538MoWB9vL69+4C2jwxV43X+x1kxpp4NI+EVzaO5JukRISEkIIIRpD7wQ/gC5hBNE5bL1Krxo6SBBdtK2eMUaeHNOFu4ZG8/xvlfwvjM3TUo/GY79WMGdDBZf0juSGgXYyo2SZXIjO7L///S+vvPIKV199NQ8//DAGQ+3fL32+339X/fe//8369euZOXMm9913X037fffdx1NPPcXcuXO59dZbw37v9PR07r777iZ/D6J90SueEGv5fR9Fd14FKFUVaAdP35MgevvW1Wbg+mPsXDcgknXFXt7c5uDdHc6Qc+v6lHs1Npb42KgTaleAgXEmxiWbGXdwPe3IuboQopOxReK87REi/nWj7u/axl9WYHnpUdxX3Qmq/PdANE1MTEy7nY9qmqb7gF99FdGPfA5d3ae/RxjoltHUIXZqKREG/j48hlsHRzFvm4O5GyvZXVl/ZamdFX52VjiZn+0EwG5UGJ5orgmnj0w0SyFMIYQ4CskKezMJtfAQZz3iw9VgRIuwV1c+OIxSddjG3v7dKDpHtMniU+dnN6kcE6dyTJwpqE/TNApdAXZX/h5Q31Xhqwmu763009icekCDdcVe1ukco6Mq0C3CUB1Mj/o9qJ5hN5AZZSTJpqJIpX4hhBAtQG9Tz280oyUmBz20p+buqfd+hq3rdNv9feuoQmaLxHvy2Zg/eT2oy/Tpm7iv/RvmBfN0X+o9/UIwBn+mH23irAZuGBjF9cfY+S7Pw8ubq/h0jxNvGPt2e6v8PPhzBY/8UsEf0qz8qV8ko+PkKGMhhBCiIcKtiI7OKX5KZRloGigKSqggeooE0UXbS4owcO/wGGYOjuLVLVXM3VjJfkfdE06XH/63uYqXtlRxVqaNmwbaGZpgbqURCyFai9Pp5OGHHyYzM5OHHnooKIQOYDRWb5Vpmsbrr7+O3W7n9ttvr3XN7bffzv/+9z9ee+21BgXRRcMNGjSInBz9ecfYsWNZuHBhK48omG4Q/fCK6CGC6FSUQX1BdAlMtSuKojAk3syQeDOzRsbwxV4Xb25zsHivC38zLVFpwPpiL+uLvTy7qUqC6UIcLaJjcd7xGLZZ16OWFAZ1m77/As0eg+fCGfonugrRCVR4Nd3P01iLihafpPsapTAvqC3kvCpVin2Gw25S+fMAO1f3i+TTPS6e2VDJ6gJP2K+v9Gl8k+vmm1x3TVvfGGN1KL2rmVFdzfSJMUquSAghOjkJojeTYld41aUAtMjo4CD64RWmQlZBkEnS0UxRFBJtBhJtBkYkBm+K+QIa+6r8bCj28m2um29z3fxWGt5xgXUJaNUhsL1Vfr7PC55sdo8wMD7FzMRuViakWOgu1UqFEEI0k1KdE2diLSqBlHTUI4Po+/fUhKRC0Quia1YbgfRedY7Dc+o5mD5/F8VT+0hd4w/L8B87FuOGNcH3jYrBO3FKnfc92iiKwoQUCxNSLBQ4/byxzcErW6rCqq7g12DhHhcL97hIj1Q5I8HIjIQAaeGfhi6EEEIEac6Q0zvvvMN///tfNm/ejMlk4vjjj+fuu+9m6NChzTTaxtMrnhBhVLAaa8+bNL0geiAAjkqIjELNlYroov2LMqncMDCK/+tv590dDp7eUMnmetbHAhp8sNPJBzudjEg0MTndxuR0K31lk1SITmHZsmWUlpYyffp0/H4/ixYtIjs7m5iYGE444QR69OhRc212dja5ubmcdNJJREZG1rpPZGQko0aNYunSpezdu5fU1NSw3r+srIxXXnmFoqIiunTpwqhRozjmmGOa9XvsjKKjo5kxY0ZQe3p6ehuMpjaXT8Ots5QRc1gQXe8BPwClooxDq116e4GBuK5giwxqF+2D2aAwNcPG1AwbB5x+3t3hZN62KjbpVDlvCgmmC3H00OKTcN7+GBH/uqlW4cJDzJ+/U73XcMb0Nhid6Cw8Hg/z5s0jLy+PqKgohg0bxogRI9p6WEDo4gmxZgXMFgKx8ailRbX6VL0g+v5duvcJpLT93LEjMagKZ2baODPTxqp8N3M2VvLpbheNefZuS5mPLWU+Xt/mAKBbhMqZmTbOzopgRKJJ1luEEKITkiB6Mwm7uhQHN/YKaoenagfRd+reSyqii7oYVaW6UnmUkSkZNgDyHX6+y3Pzzf7qpw/3hBH0aqh9Dj9vZzt5++CxO72ijUzsVh0yG59sJs4qwXQhhBCNE/I4vm4Z8OsPtdqVqnKUitKa442DeD2o2b8FNft7HgOGeqbEUbF4TzgD8+L3ar+nFsDy3Gzdl3hOPRcskpIOJdFm4JbBUdw8yM7X+928vKWKRXvCqyS1pyrA3Cozz+8p4YwMF1f2jWB8igVVFq2EEEI0QnOEnB577DFmz55NWloaV155JZWVlXzwwQecdtppfPzxxxx//PHNOeQG0wuidzHrrFdF6VfuVCrL0SKjdI8LD0TFQmRUk8coRHMzGxSm947kol4RfJHj4t/rK/nhQP3VvNYWeFlb4OX+H8vpEWWoCaWP6mrGoMp8U4iO6JdffgHAYDAwduxYtm/fXtOnqirXXXcds2dX/26fnZ0NUCucfrgePXqwdOlSsrOzww6ib9iwgZkzZ9ZqO/nkk3n22WdJTExs4Hdz9IiJieHuu+9u62Ho0quGDtXFEw6pa15VfYGmuxco+4AdR1ebgeuPsXPdgEjWFXuZn+3ghzw3u8q9FHubd86gF0w/Js5Ev1gj6XYD6fZDfxpIjTQGPXAqhGjftO6ZOG97CNvDt6K4XUH9lndfQLPH4DvhjDYYnegM8vPzuf7662u1DRs2jBdffJGsrLYthlnfvEpLSIEjg+gFuUHX6z7g1yVB1qyaYFSShVFJFnaW+5i7qZJ52xw4fI0/Dma/I8Czm6p4dlMVqZEG/phl44+ZNo5NkFC6EEJ0FhJEbyZ6m3pQRxD9CIc/4aruDV580iIi0bokNGGE4miUFGHg3B4RnNsjAoBdFT6+za0Opn+b66YgRCX/pthe7mN7uY8XN/9epWFiioWJ3SyMTjJjN0mVBiGEEOHRPebYohBI1D+iWNm/J2QQXd21FcUbHDzx9x0c1li8p5+PaelHKP7aFY4Uf/BDXpo1Au9JZ4V136OdqihM6m5lUncruQ4/b2yt4tWtDvZW1f/wnE+Dj3Y5+WiXk57RBq7oE8nFvSOIl4fghBBCNEBTQ07Z2dk89NBD9OrVi6VLlxITUx06uuqqqzjllFO4+eabWblyJaradr8L6xVP6GLVP8FPj1JZjpbUXTeIrqVINXTRvqmKwunpNk5Pt/FDvpt/r6/ks5zgcIeeHRV+5mysZM7GSuItKqelWZmcbmVSdwsRRlnfEqKjKCwsBOCZZ55hyJAhLFu2jD59+rBu3TpmzpzJnDlzyMrK4qqrrqK8vHqf5tDn+ZGio6s/Kw9dV58bbriBadOm0atXL0wmE7/99huPPvooS5Ys4YILLmDJkiUYDPI7bEcTMjB12IN+mj1UEL2s+s/ykloFqg6RIHrHoygKQ+LNDIk343K5yMnJIT4llUKfkT2V/oP/+Gr9ecDZtL05DdhQ7GVDsVe3P9mmVofTowxBQfWMKCMmebhOiHYn0HMArptmY33irqA9CADLK0+gRdrxjzyh9QcnOrTp06czevRoBgwYQGRkJNu3b+eZZ55h/vz5TJs2jRUrVhAVVXdY2+UK73foxiio0P8si1T8uFwujHGJHDlbVgrycDmdtU5IjtAJovuS01t07EeLFDPMGmrl1v5mPtvrYU2hj7WFPraVN74I5t4qP09vqOTpDZWkR6pMSzczLd3CoC6GmlC6x+Op9acQrUl+/kRzsFqPvqKFEkQ/SNM0Cl0Bdlf62V3hY1eFn31VfryB8J7o2liiP0EKO4heqyL6rqD+QPesWhMpIRojM8pIZpSRy/pEomkav5VWB9NX5LnJLq9eAKvwNv4pxiMdXqVhzsZKjAqMSDQz/mAwfWSiGYtBfq6F6EwGDRpETk5wQAVg7NixLFy4sObrJUuW8NZbb7F+/Xry8/Pxer2kpqYyatQoZs6cSa9evVpr2KKdKtUJTcWY1ZBH6am5uwn0G6LbZ9i6Trc90GdQWGPR4rriG3capm8W1nut96SzpMpCI6REGLh9aDS3Do7iy33VVdIX73URznQ8u9zPvWvLmfVTOWdm2riibyRjksxSRUEIIUSLmzdvHj6fj9tuu61WaG3w4MGcc845vPnmm6xcuZKxY8e22Rh1g+jm4M/I0IGpcvB6UAqCjz4OJEsQXXQcxydZOD7JwpZSL//ZUMk72Q68YebAitwB3tzu4M3tDqwGOKFbdSj99DQriTYJkQrRngUC1X/RzWYz8+bNIyUlBYAxY8bwyiuvMG7cOObMmcNVV13V7O99qNL6Iccddxzz589n6tSpLF++nIULFzJt2rRmf9/OwOPxMG/ePPLy8oiKimLYsGGMGDGirYcFQFmIwlQxh82v9PYBAZSK6iC63j4gHNwLFB1ehFGhj91En1iTbr/DF2DvwZD69nIfK/PdfJ/roSjEz1ZD5TkD5Dk9rC4I7rMZFI7ramZcsplxKRaGJcg+nRDthX/gCFzX/g3r3H+iaLUXxRUtgPW//8IVEYX/mOFtNELREd111121vh48eDDPPfccAPPnz+fVV1/lhhtuqPMeeXl5eL36eaimyi40AJagdndpATlagBSTjeQj+hSvm9zNm/AdnG8ZHJUklJcE3aM0Ko59IfasReOMN8P4bkA3KPPChgqVdRUG1pWrbKxQcQYaPqfYUxVgzm8u5vzmIs0a4OQEP6ck+ugVoaEo1RX9hWgr8vMnGstkMpGZmdnWw2h1R10QfXuZl21l1UHz3ZU+dldUB893V/qpasIxIqF0CTOIjqMSAn7wuFELdTb2ZPFJNDNFURjQxcSALiauHWAHqh/IKHYHqv9eVB78e3Lw78euCh85lX6a8tfEp8EPBzz8cMDDo79WYDMoHJ9krqmYPjjOJMccC9EJREdHM2PGjKD29PTa4eHFixezZs0aRowYwcknn4zJZGLLli289dZbvPvuu7zzzjtMnDixtYYt2qFST/CHTmxdQfT9u0Pey7AlOIiuGYz4ew4IezyeyRdh/PYzFC30ppBmMuM97dyw7ymCGVSF09KsnJZmZW+lj9e2OXh9axW5jvo34zwBeHeHk3d3OOkbY+SKvpFc1Cui1vHYQgghxOGaGnL6/vvvAZg0aVJQ30knncSbb77J8uXL210QPU6vInqowFRlGcqB/bpzIAmii46ob6yJZ8Z14a/HRvPspkpe2VLVoMIMLj98nuPi8xwXCjAm2cy1A+xMSbeiyoOQQrQ7h6qYDx06tCaEfsiAAQPIzMxkx44dlJaW1lxbVlame69DldAPXdcYqqpy+eWXs3z5clatWiVB9BDy8/O5/vrra7UNGzaMF198kaystt0v01uvAmqtPdQ1r4K6guiZTRqb6BgijCp9YlX6xJo4Gbh2gB1N09hc6uP7PHf1P80YTD+c06/xTa6bb3Ld8HOFBNOFaGf8x52Au7IM66tPBvUpPi/W//wN19V34R8xQYoYiia58sormT9/PqtWrao3iJ6cfGQUvPkYPS6gKqi9T/ck0roYsfToA8sXBfWnWQ340qrXpIzbNuje29bnGNLSZN2qpaQBA4ELD37tC2hsLvOzptDHj4Ve1hT62F3ZsLlMjkvl5b0qL+810dOuMiHWzYkZ0YxKthJjln0+0Xo8Hg/5+fkkJSVhNpvbejhCdBgdKojekCqroVz0ZTHbyoOPM2oJdqOCWe+XdZ0KmYqmgaMSNX+/7r1k8Um0BkVRiLcaiLcaGJYY/GHqD2jsd/jZXelnZ7mPnwo9fLPfzY6Kxh274/RrfLXfzVf73fBjdcWQcckWJhwMpveNMUolUyE6oJiYGO6+++56r5s1axaPPvpoUPs333zDmWeeyX333cdXX33VEkMUHYCmaZTpHHUca1HBHk0gugvqERUO1Nw9+jcLBDDoLEQFsvqCObjSQsgxJafiO24iplWhfy69E6egxcSFfU9Rt1S7kXuOjeaOIVF8nuPilS1VLN3nJpyY0JYyH3evLuOfP5ZxVqaNP/WLZGSiVEkXQghRW1NDTtnZ2djtdpKSkoL6evbsWXNNWzn0wPmRdE/wiwpVEb0MNU9/PS6QIht6ouPqFmlg1sgYbhscxbs7HCzc4+L7XHeDijBowPI8D8vziukdY+TGgXYu6BkhAS4h2pHevXsD1Dq55HCH2l0uV81n944dO3SvPdR+6LrGio+PB8DhcDTpPp3V9OnTGT16NAMGDCAyMpLt27fzzDPPMH/+fKZNm8aKFSuIiqr7JDqXy9Vi4yuodOu22/By+NtGWGyobmetawJlxbhcLgx79OeHzvgktBYcu2hZHo+n1p8NlWWDrCwjl2YZ0bQItpT7WZHvY8UBLysOeCl2N39BteBgOoxIMDGmq5ExSSaGxhllXtNBNPXnT7QjY07DX1pM5MevBnUpLie2Of/A26M/Vedcha/XwGZ9a6vV2qz3E+1XQ+ajLflzURXQr7TeNcqK1WrEEGLdyVpWhO/guIwF+3SvMWT2lp/pVjYiAkYc9uzvAaefH/I9LNzjZNEeV4OKAGRXBsiuNPHyXifgpF+skeO6mhmZaGZUVzO9YoxSDEC0OLPZLP8dEaIBOlQQHcKvstoepNv1j2UNfdRxRegqCKlSEV20PYOqkGY3kmY3Mi7ZwqV9IgHIqfTx7cGFqm/3u8lzNq5KQ5lHY+EeFwv3VC+0JtlUJqRYav7JiOpw/8kSQtQh1KR94sSJxMbGhtz0E0eHCq+GX2c9IvbgMcdat3Q4Moi+Xz+Iru7dieKoDGr39xnc4HF5z5geMoiuGQx4T7+gwfcU9TOqCmdk2Dgjw8aWwir++3MBnxaaKXDVv2jl8sPb2U7eznaSZjcwLMHEsfFmjk0wMSTeLNXShRDiKNYcIafy8nISExN1+w699lD11Po0V2AqoGnsdwTILvezucyPV+dX9CiDFvR+islCpM79/KXFaE6nTg+4unTFL2GpDkvCKtWswKVZRi7NslPmiWDZfi+f7/OwLNfboE3SbWU+blpeyr9+KuOaPjYu62UhWip21Ul+BkVzqG9TePz48QBs3bo1qM/r9bJjxw4iIyNJSEggKSmJlJQUVq1aRVVVFZGRv38yVlVVsWrVKjIyMkhNTW3SmNeuXQu0z32t9uCuu+6q9fXgwYN57rnnAJg/fz6vvvpqvZU78/Ly8Hr1g01NtfuAEQgu5OMoyifH8fvnRpQ1AssRQXR3QT45OTn03hn88+iJjmNPQRFQ1NxDFq0sPz+/We4TCZxig1MyQEuHnU6FH8sM/FSmstOhst+l4Aw0bwDL6Yfv8r18l++F9U4sqsbgqADDY/wMjwkwICqATG/at+b6+RNtbOBYuufuo+vqL3W7TTt+I/bRv1DaZwi5J56NK7Fbk9/SZDKRmZnZ5PuIjqG9zEdLdQpSwe8nzQQSU3T7lcK8mv8d6rTkQLeMJo5ONFVXm4FpmTamZdpw+TSW7nPx0S4nn+1xUdmQKgDA5lIfm0t9vLa1+uGJWHP1qS7HdbUwMtHM8EQTdpNMUoQQoi11uFRnuFVW24Pzekbotms6FdHhYIWpfTt1+6QiumjP0uxGpvc2Mr13JJqmsa3MV11BYb+b7/LclIU4qrI++c4A7+5w8u6O6sXazCgDEw8Lpifa9B/2EEK0LY/Hw7x588jLyyMqKophw4YxYsSIsF+/evVqSktLGT16dAuOUrR3IRefDu50BFIyMGz+tVafWpQPLgdYa8/BDFvX6d7L33dQg8cVSO+Fb8jxGH/9IajPN/oUtISWO6JQVMuwG7gu08s/xyTxVQG8vKWKr/frVyM7Uk6ln5xKPx/v+j0wlxVl4NgEM0PjTQxNMDMk3iRH/AkhxFGiOUJOzamhgSmnH/Y4FXY7VXY5VHY7FXY5VfY4FVz1BFIURxk5OUeEnDSNONWAEqh96llV3n5Uvy8opK4pKrvdfrQQpxeKjkPCKrWNMMCIdLgzFX4sU/mm2MC3RQYOeMKbI+Y7NWb/6uDJDVWck+zjwm4+Ei3NX8G0M5GfQdFY4QSmsrKymDRpEsuWLeO1117jsssuq+l78sknKSsr4/zzz8dorN4uu/TSS3nkkUd49NFHue+++2quffTRR6msrOTWW2+tdX+Hw8HevXux2Wykpf1esXHjxo306dMHk8lU6/pVq1bx73//G5PJxFlnndW4b/wodeWVVzJ//nxWrVpV7xwtObnl1meUMgcQ/JBev/RuJFh//6xQY+KgrPZ8K8LvJS01lYjivCNfDuk9a/0MiY7H4/GQn59PUlISZnPwwwpNlQ5MPOxrTdMo9mjkVAbIqfKTU3X4n9X/29HEQ8LdAYU1ZQbWlFXvx0nF9ParpX/+RBu48lZcqob1h6UhL4nd+isx29bjHnsqjqmXEoiNb5WhDRo0iJwQawFjx45l4cKFtdq2bNnCY489xjfffENpaSldu3ZlypQp3HXXXXTp0qU1hnxU2rp1K6mpqURERAS1H5rnnnvuuW0wst+V6pz2YVQg0niwKFVcVzRFRdFq7xmqBYcF0XWKfQZiEyBELku0DatRYUqGjSkZNpw+jSV7q0Ppn+e4cDQwlA5Q6tFYvNfN4r3V+4OqAsd0MTEi0URmlJHukYaaf1IiDJhUma8IIURL63BB9NakKhDRiF+ekyMMnN/Txs2D7Lr9mj1at12pLNcNomv2aLRomYCLjkFRFPrEmugTa+Ka/nb8AY31xd6aiukr8z2NmkgC7Krws6vCwasHn3Ic0MXIhBQLE1MsjE2WKlNCtBf5+flcf/31tdqGDRvGiy++SFZW8Akfy5YtY9WqVXg8HrKzs/niiy+Ij4/ngQceaK0hi3ao1K0fRI85VAWhm36VBjVvL4HMPrXbdILomqLg793wIDqAZ+olQUF0TVHxTLmoUfcTjWM2KJyZaeXMTBs7yn28sqWKedscFIX42QllZ4WfnRVOPtj5+yZyz+jgcHqUVFIQQoijRkNCTtHR0SErnldUVNRcE46/ZkeQUxnG55gGRW6NfY7GnUYGkJXUhbS04Aqymj0a5YhTZ6KVAGplSdC1gcRkUjPlBL+OTMIq9esBnEd10GtdiZ/P93r4Yp+HTaX++l5KlV/htX0m3s41cW6mhRn9bfSOlqIKh5OfQdFaHn/8cU499VRuuukmFi5cSO/evVm3bh3ffvstaWlpzJo1q+bam2++mUWLFvHUU0+xbt06hgwZwq+//sqyZcsYNmxY0Im9P/74I1OnTg0KXc2ZM4fFixdz/PHH0717d0wmE5s3b2bZsmUoisJjjz2mu04mQouPrw7XORyOeq9tyePTKwP6p8EkRdtqBVyUmNigawyOCmxuB2pVRfAN0nrIse+dhNlsbrX/L7vboHsMHK/Tp2kaxe4Aeyr97Kn0s6nEy/I8N2sKPLjrn8roOrJius1QXY10XLKZcSkWhiWYJZjexlrz50+0PN81d+PzeTGu/TbkNYoWwPr951hWf4X3tPPwTL4QIvRzKs0pOjo6aF4EwRW216xZw1lnnYXT6WTy5MlkZWWxfv16nnvuOZYuXcrixYuJi4tr8fEejd5//33mzp3LmDFjSEtLIyIigu3bt7NkyRK8Xi+33norY8eObdMx6hWl6mJRUZSDnyVGI1pcIkpR7YeXa1VE1wuiS6HPds1mVGoqpVd5AyzZ6+bDXQ4W57hx6h2XHYaABuuLvawvDi7yoQBJNrVWOL1bpIHUmq+NJNtUDBJWF0KIJulwQfSmVlk9UoJVJTPKQIbdSEaUgcwoIxl2AxkHn5BqiaeiNHuMbrtSVaE/SUrNAkU+8ETHZFAVhiaYGZpg5qZBUXj8GmsLPHyT6+bbXDdrCzy6x4SHY1OJj00lPv67qQqDAscmmGoqph/X1YLNKH9vhGht06dPZ/To0QwYMIDIyEi2b9/OM888w/z585k2bRorVqwgKqr2E+jLli1jzpw5NV/36NGDl156iaFDh7by6EV7UhriNI3DK6LrUffvrh1E1zQMW9YHXRfontXoagiB3gNx//FKLB++XNPmvvRmNDnmr830iDZy/8gY/josmgW7nby8pYrleZ5G3y+73E92uZP3Dp7KogC9Y4w1wfRjE0wMipNj/oQQorNqSMipZ8+erF69uiZIebjs7Oyaa8KxtVRjW3kjEyENNDAxAqs1OPSp2WPgiCC6wVmF4cC+4GtT0iXg0ElIWCU8o2wwqhv8A9hV4WPBbicv/FbFnsq6/956AvDmDjdv7XAzOd3KzYPsHNfV0jqD7iDkZ1C0tKysLL766iseeOABli5dyrJly0hKSuKaa67hjjvuIDExsebayMhIFi5cyEMPPcSCBQv47rvvSEpK4oYbbuDOO+/EZrOF9Z6TJ0+mrKyMDRs28PXXX+PxeEhKSuKcc85hxowZDB8+vKW+3U5r7dq1QHDArbXpnQAbaVSC9hP19gKVijLdfUCQwJRofoqiEG81EG81cGwCnJlZ/d8vl09jbaGH73PdfN/kYLpWfUJyrht+rpBguhDNzWjEdf19GJd/gfmDl1CLC0JeqnjcmBe8gemrT/CceRneSWeC0RTy+qaKiYnh7rvvrve6m2++maqqKt58800mT55c0/6f//yHv//978yaNYsnn3yyxcZ5NBs/fjxbt25l3bp1rFy5EofDQXx8PKeccgpXX301kyZNaushUqJTWCjWUnvfRUtIhiOC6GpBbvX/qCxHLSsOukegu+zXdRSRJpWzsmyclWWj0hvgixwXH+x08tV+V5NPdjlEA/KcAfKcAX4s1D+N0qBAss1QK6x+ZGC9q01FleyeEEKE1OGC6A2tsnqkmwZYiTErpEWqpEcaiDSF+pDw4ff4aIntP9VkJkKn3b9/j+4vD56kNFwu/QoLomPweDy1/jzaDYuFYbFmbulvpsqnseqAl+/zq/9ZX+KnMc84+jVYW+BlbYGXx9dVYlFhZKKRk1LMnJtpIdF29AbF5OdPNIdwN4TvuuuuWl8PHjyY5557DoD58+fz6quvBlWVnD17NrNnz6ayspItW7bwyCOPcNpppzFnzhzOO++85vkGRIcTqiJ6bE1F9NBB9MMpBbmopYVB1/n7Dm7S+LxnXoZ/+HjUHb/h7z1QQujthMWgcG6PCM7tEcGWUi+vbKnire2OkA82hEsDtpb52Frm453Dwul9Yw8Lp8ebGBRvIsJ49M45hBCis2hIyGns2LGsXr2aZcuWcdFFtU9HWbp0ac017cnYZDPDEkJsRuuc4qfm7UWpKAtqDySnNffQhOgwMqOM3DgwihkD7Hy0y8lT6yvZoFN163AasHCPi4V7XIxOMnPzIDunplplE1OIVpKamsrcuXPDujYmJoYHH3yQBx98sN5rx48fT2lpaVD71KlTmTp1akOHedTbunUrqampREREBLXfd999AJx77rltMLLf6a1Zxeqc1qobRHdUouZk69430F0q5IvWYTUqjEu2MC65+sE4CaYL0c6pKr7xp+MbNQnTkg8wf/oGiqMq5OVKZTmWeXMwLX4fzzlX4xt1Iqhts2a9c+dONm3axLBhw2qF0AFuuOEGnnrqKebPn8/s2bOJjIxskzF2ZuPGjWPcuHFtPYw66VVEjzXX/pwIJCZj2PJrrTalKB8CgToe8JN5VUdkN6mc0yOCc3pEUOlw8vWWfeQYE/i5OMDqAg+7KlqugIdfg30OP/scfgjxzI9RgZTDgulZUUZGJJoZmWgizion4AkhRIcKojemyuqRxttK8Hq9UAHFFRD8bFzLM7gc6B0uFNjwo+71hbZoCnNyWnZQolXk5+fXf9FRqDfQOwGuTIBSL/xUZmBNmcraUgO7nI37xdgdgO/zfXyf72P2r1VMiPNzZpKP47sEOFrXuOTnTzSWyWQiMzOzSfe48sormT9/PqtWrQoKoh9it9sZPnw48+bN44QTTmDmzJmceOKJJCQkNOm9Rcekt/gEvy9AaXGJaBYrirv2w3pq7p5aXxu2rtO9T6DPoKYNUFEIpPUgkNajafcRLaZvrIkHR8Xy9+ExLNzj5PtcNz8XedlU4m30aSyH04DNpT42l/p4O7s6nK4q0C/GWFM1fWi8mYFxJjmlRQgh2qGGhpzKysrIz88nOjqa5OTkmvbp06fz9NNP8/jjjzN58mRiYqoDR+vWreP999+nb9++jB49uuW/oXp0i1DpFWPi5O4WruwXGTL4qkUFB6bU4gO61waSU5t1jEJ0REa1+kHIc7JsfLXfzVPrK/k2113v61bme1iZX0z/WCM3DrRzbo8IzEfrgpUQQhzm/fffZ+7cuYwZM4a0tDQiIiLYvn07S5Yswev1cuutt7b5Q356a1YxluD/huvNqwAMW0KsVXVr20rv4uilF0z/sdDD93luvsuVYLoQ7YbZgnfKRXgnTqmufP7lhyi+0A/DqgW5WP87C//n8/Gc/2f8xzTvaSwej4d58+aRl5dHVFQUw4YNY8SIEbWuObQ3nZERXMhHVVVSU1NZt24da9euZeLEic06PtExhPOAn5aQHHSN4vOilBah7t+le99QxaxEx2FUFfraNU5OszLjYMG8A04/qw94WH3Aw5oCDz8VNn6O0hg+DXIq/eTonIzXO8bIcV3NHJdo5riuZvrGGqXwgBDiqNOhguiNqbJ6pMM3C9tMIICmqCha7UmVff8O3cujjjkWW5pUmerIPB5PzTHdZnPw0dfid2nAIODyg1/nOvwHA+XVFdP3ORqeHPNrCl8VGfmqyEi3CJULe1i4MMtCuv3oeCpRfv5EexAfHw+Aw+Go91qj0cj48ePZsGEDP//8M6ecckpLD0+0Q2X1VERHUQikpGPYtbVWv7L/iCB6iM09f5+mVUQXHYfN+HuVdAC3X2NTiZefC738UuTh50Ivv5V48TWtaDoAAQ02lfrYVOrjze3VbQYF+ncxMTTexLEJJo6NNzOgiwmrhNOFEKJNNTTk9Omnn3L99ddz0UUX8eyzz9a09+rVi7vuuovZs2czbtw4pk2bRmVlJR988AEA//73v1FbqfKY1QA9o430jjHRO8ZI7xgjfWKM9IwxEmUKbwyaTkX0kNemSFhKiEMURWFSdyuTulv5udDDv9dX8sluJ4F65pi/lfq47vtS/vVTBTOOieTyvpFh/30VQojOaPz48WzdupV169axcuVKHA4H8fHxnHLKKVx99dVMmjSprYdImc6pazG6FdH151V6RRMCCclg1TtLWYjWZzUqjE22MDbZwp1DawfTv891s7oZg+lWAxzX1VIdTE+2MDxRgulC1Msejeei6/Cecjbm91/CuHIJihb6Fw/Drq3YHrkN36CReM7/M4H0Xs0yjPz8fK6//vpabcOGDePFF18kK6u6GvWhvcHdu3cHvT4QCLB3714Atm/fLkH0o5RuRXRL7XlVIDFF97VKYW4dFdEzmzo00Q51tRk4I8PGGRk2ADx+jXXF3ppw+toCD3urWjGZfphtZT62lfmYt606CxFtVhiZaGZkoplRXc0MTzQTrfM7gxBCdCYdKogeSjhVVg+xHnxSqs3Zo+CIY40Vj361HGOPPhjby7hFk5jN5vbzM9hBZFkhKw4u7Q+aprGzws83+6sXqb7LdVMUIqgYyn5HgCc2OHlyg5MTulm4rE8Ek9NtR8XClvz8iba0du1aANLTwwur5OXlAdXV2MXRSW9TD2pXQgh0ywgKoqv5e8HvA0P1NNewdX3QPQKJKWhxic04WtGRWAwKxyaYOTbBDFQf9+nyaWws8fJzoYefi7z8Uuhhc6kPfzOE0/0abCj2sqHYyxvbqtuMCgzoYqqpmn5sgokBXUxSBVMIIVpRc4ac/vKXv5Cens6zzz7LSy+9hMlkYvTo0dxzzz0MHTo07PsMTTCSYAtvQ8JiUOgRZawJnPeOMZJmNzS50k5DguiBZCmaIISeYxPMvHJiHDvKfczZUMm87VX1hrX2Ofz8bU05j/5awTX97PzfgEi62o6OAgpCCHG4cePGMW7cuLYeRp3CqdwJgF2/IrpSWR7UJmEp0Z61ZDDd5Ydvc90HT5SRYLoQDaElJOP+8z14Tz8f8zvPYVy/ps7rjevXYNiwFt/oU/Cc8yfdKtPhmj59OqNHj2bAgAFERkayfft2nnnmGebPn8+0adNYsWIFUVFR9OrVi8zMTH766Se++OILTjvttJp7zJ07l+LiYqD6FDpx9Alomu5e4JHzqkCIn1W1IE83iB6IjYfIqGYZo2jfzAaFEYlmRiSaue6Y6ja3XyPX4WdvlZ99VX72H/zz0Nf7qvwUNzBj1BjlHo2l+9ws3VedA1SA/l2MHJtgJqKhcxsF0u0GRiaaGRpvlkJXQoh2q1ME0RtSZbW90OzRKBX1T6gDMXEhF6uEONooikKPaCM9oo1c2S+SgKaxscRXvUi138XyPA+VYZYz1YCv9rv5ar+bOEsZF/aycWnvSPp3kdCrEI21detWUlNTiYiICGq/7777ADj33HNr2n/++WeOPfbYoPssXbqUTz/9lJiYGEaOHNmiYxbtl14VBFUBu+n3X64DOlU4Fb8PpSAXLTkNpawYNS8n6Bqphi6OZDUqDE+srkhwiMMXYEOxl18KvTXh9C1lvnqrWobDp8G6Yi/rir28SvXvMGb193D6sQlmhsRXh9NNqiwoCSFES2hoyGn69OlMnz49ZP/555/P+eef36QxvTAxvkmvbw5amGtQmtWGFtv24xWiPesRbeSJMbHcdWwUz2+q4oXNlSEfuD2kzKPx2LoKnt5YwfRekdww0E6P6E6xhC+EEJ1GWRiVOwG0qPD39iSILjqS+oLpawo8uCSYLkSrCaT3wvWXRzFs/BHz/Ocw7N4a8lpF0zCtWIxx9Vd4T/4jnqmXQAMeSD/krrvuqvX14MGDee655wCYP38+r776KjfccAOKovD4449z4YUXctFFFzFlyhSysrLYsGEDy5YtY8CAAWzatKnVTpIT7UuFV9Pdb4k5Yl6lhayIHiKILvOqo5rFoJAZZSQzKvRaitOnsb8mnO6rDqw7agfW61u/aSgN2FTiY1OJr0n3MakwNN7EyK5mRnW1MDLRTLdIKWQghGgfOsUqdkOrrLYHWmR4E3qZJAkRmqooDIozMSjOxPXH2PEGNH4u9PDNwYD5inxPWPcpdgeYu7GKuRurOC7RzCV9Ijg11UpyhEzYhGiI999/n7lz5zJmzBjS0tKIiIhg+/btLFmyBK/Xy6233srYsWNrrj/xxBMZMGAAxxxzDN26dcPhcLBhwwZWrlyJyWRizpw5REZGtuF3JNqSXhA9xqzUqvIZ6Jah+1p1/278yWmoOtXQAfx9BjXPIEWnFmFUOa6rheO6WmraqrwB1hd7+bnQyy9FHn4p9LK1zEdzLEd5AvBLkZdfiry8vKU6nG4xwMAuJoYmmBkaXx1Q7xdrxCjhdCGOKgsWLODFF1/k119/xeFwkJSUxMiRI/nnP/9JamoqALGxsfXeZ8OGDTXX12XQoEHk5AQ/yAUwduxYFi5c2KDxi44l3CB6ICkNmlh9XYijRVebgb8Nj+bmwXZe3VLFsxur2OeoO53l9sNLW6p4ZWsV0zJszBxkZ2iCuc7XCCGEaHm+gEaFN3gVIMYcPC9q0EkzshcoOrAjg+luv8aPBQeD6Xme/2fvzsOiKvs3gN9nVvZFQEBAwbVwQ3PLXUtNzTIrrUzLUsssNcu2135vZZstr5VLqWnmUm5lZu6KuafmhjsC4oogyLAz6/n9Mc7IOAszbAN4f66LCzzbfEcpHp5zn++DgxlqBtOJqoC++X0o+uAHyA7sgOK3HyG5kWb3WEGnhWLTSsh3bYDm4eHQ9hkCKJR2j3fWqFGjsGLFChw4cACvvvoqAOCBBx7Axo0b8eWXX2LXrl3YsmUL7r33XixduhQ7d+7E6dOnERwcXO7XpprH1iozABBwx7hKDAyGKJVC0Fv+MJGmJkKSc9PqfEO96AqrkWonT5mARv4yNPKXAbD9/758rcFmN3VTYP1Svh6FTjbJrEhaA3DohhaHbmgx51QBACDSW4qOdRW3wukKtKjDJldE5B41JojuapfV6s7ZCShDREwlV0JUe8glgjkwNiUOSM3TYdn5Qiw7X4Brhc4tr3PwhgYHbxgD7M38ZeheT4nu4Up0C1Pa7GpCRLd169YNiYmJSEhIwP79+1FYWIigoCD06dMHo0ePRu/evS2O/7//+z/s3r0be/fuRWZmJiQSCSIjI/H8889j3LhxaNasmZveCVUHzixzbDeInnYJegDSxASb+/XN2BGdysZbLkGnUCU6hd6emMrTGnAi63bX9GNZWpzPKV9HAxO1HjicqcXhTK15m4cUaFlHjrggBeJudU9v6s9wOlFtJIoiXn/9dSxatAgxMTF4/PHH4ePjg7S0NOzduxeXL182B8vffvttm9e4cOECVq5ciXvuucepELqJn58fxo0bZ7W9JjUAoLJxer4qPKqSKyGqfXzlErzawhdj7/XBbxeK8N2JPJxROR43GkTgj9Qi/JFahO7hSkxq6YNe9ZQQ+CAIEZFb5NponABYz1kBzj/gBzCITrWLUiqgc5gSncOUeAsMphNVKYkEuvsfgK5dN8h3/AnF2sUQ8nPtHi4U5kO5ci7k236HetjL0Hd6oFwvHxRkXDmtsLDQYnu7du2wYsUKq+O///57ALC5ejLVfrYaUgFA4J2ZDIkUYp1QCDeuWWyWnj5s83yOq6gi+MglaBogQdMAuc39eoOIMyodDmVocCDDuCJMcm4ZBzjldKVAjysXivDbhSIAgKdUQJtgOTrUVZg/gj3YhJOIKl+NCaK72mW1unO6I3okg+hEZRXtK8N/2vrhnThfbL+qxuLEAmy6XAxnH0w8l6PDuRwd5p8pgEQAWgfJ0T1MiR71lOgUqoCXjMF0opK6du2Krl27On385MmTMXny5EqsiGoyWxNQdz4QJNatB1EigWCwPFZy7SIAQHrOuiO6wS8QYhiDU1RxfOUS8801kxyNAQlZt7umH83UICWvYiagivW3ux2YeMmEW+F0YzC9TbAcjf1kkDKcTlSj/fDDD1i0aBFGjx6N6dOnQyq1nCzW6W6HF999912b15gyZQoA4Nlnn3Xptf39/e1ek2o30de5wJQY5vyDDURkSSEV8HRjLwxr5ImtV9T45kQe9juxqp8pdNWyjhwTW/pgcLQnH0YkIqpiKo3tmwu2mti41BHdTrMFotqAwXQiN5AroO37BLRdH4Jiw3LIN6+CoFHbPVxy8wY8ln6HgnIG0f/9918AzjUyuHTpEv755x/cc889aN68eblel2omldrOuMrGA36GkDBI7giiC8VFNs83RHBcRZVPKhHQoo4cLerIMeoe4wrvmcV6HMrQ4GCGsfnlkRtaFOmrvmt6kV7EvnQN9pWYa2roK70VSleiQ10F7g3gPUQiqng1JojuapfV6s75jujRlVsI0V1AKhHQN8oDfaM8kF6ox/LkQixOLHDpiUSDCBzN1OJophbfnsyHXAK0D1GgRz0leoQbJ7O4vA0RUcWxNQFlNfkkk0MMjYCQdtlis+TaJaCoAJJLSVbXMDRtCbB7IFUyf4UE3cKV6BZ+O5yuUhtwvGQ4PUuD1AoKpxfqRBzI0OBAhgaAcSk+b5mAVkFytAk2dk9vEyxHIz8ZJPz+J6oRioqKMH36dERHR+Pzzz+3CqEDgEzmeEqnuLgYq1atgkKhwFNPPVVZpVIt4/R8VRi74xOVl0QQ0C/KA/2iPHAwQ41vT+Rj/aXiUs87cVOL0Tuz8dHhXLza3AfPNvViswQioiqSY6dzp7+NwBQUSohKDwhqx/9vN4SEA0rPiiiPqEawF0zffV2NvQymE1UsLx9onhgN7QODoVizCLJdGyCIzq0ibk9iYiIiIyPh5eVltf2DDz4AADzxxBPm7fn5+fD29rZY1SknJwcvvfQS9Ho9/u///q9c9VDNZa8jus0H/ILDnL6uoV50WUsiKpdgDyn61/dE//rGsb3WIOLUTS0OZGhw6IYxoJ5WqIfoYjbd2UabjqTk6ZGSV4TlycYHOHzlAu4LudUxPUSBdiEKm//tERG5osYE0V3tslrdid6+Th3HLghEFSvUS4qJLX0xoYUP9qVrsDixAGtTi1ye1NIaYH6K8LOjefCWCegcqkD3cCW611OiZR05g15EROVgsyO6rS4I4Q0guTOInnYJ0qRTNidU9U1bVlyRRC4IUEqMD7DVux1Oz1YbcDxLgyOZWhzL1OBYlhaX8ismnF6gE7E/XXOru6YxnO4rF9A66HYwvU2wAjG+UoubAERUPcTHx0OlUmH48OHQ6/XYsGEDkpOT4e/vj549e6Jhw4alXmPdunVQqVR49NFHERwc7NLrazQaLFu2DNevX4evry/atm2Ldu3alfXtUA3ifBCdHdGJKlKHukose0CJRJUWM0/mY3lyIbSl5EMu5evx1oEcfH4sD2Pv9caYe70RxKWWiYgqlUptJzClsP17tejrX3oQnQ2p6C5XMpgOsGM6UWUQA4OhfuFNaB56EspV8yA7srfM1/rtt98wZ84cdO7cGVFRUfDy8kJSUhK2bt0KrVaLyZMno0uXLubj169fj2nTpqFbt24IDw/HjRs3sHHjRmRmZuI///kPBgwYUBFvkWog++MqG/cCnQyiG/zrAC6sSkNUmeQSAXHBCsQFK/BSOa5TqDPgaKbW2Gn91keWnf9+nJWnFfH3NTX+vnZ7tYx7AmToUFeB9iEKdKyrQGN/NrciItfUmCB6bSP6lL7UsaFOCOBkYJ2IXCMIArqEKdElTInpHQ1YnVKIxYmFSLipLdP1CnQitl5VY+tV40AtUCmgW5jS3DG9kZ+MIS8iIieJomhzAipAaf3/UUO4dTdOoagAsoN/27y2vmmrctdHVFEClRL0rOeBnvU8zNuyivU4lmVchcUUTr9SUDHh9DytiD3XNdhz/fZyfH4KwRhMD5Ij7lY4vYEPw+lE7nbs2DEAgFQqRZcuXZCUdHuVD4lEgldeeQUff/yxw2ssWbIEADBy5EiXXz89PR3jx4+32Na2bVssWLAAMTExLl+PahBvX4iCAKGU1jyGsKgqKojo7tI0QI6ZXQPxXls//HAqHz+dK0Cu1vF/jzfVBnx+LA/fnczHs028ML65Dxr4ctqfiKgy5Ghs/z/ZXvdA0dsfyEx3eE0G0Yks2euYzmA6UfmJ9RqgeOInkCQmQLliLqRJp1y+Rrdu3ZCYmIiEhATs378fhYWFCAoKQp8+fTB69Gj07t3b4vjY2Fg0b94cO3bsQFZWFvz8/NCuXTuMHz8e3bt3r6i3RjWQSx3RQ8KduibHVVQbeckk5mwTYLyPfiFPb+y0nqHBgQw1zqh0MJSzc/pZlQ5nVTosTiwEYMw8tQ9RoENdJdqHKHBfiBw+cnZNJyL7OCPtLk48hcdBElHVCFBKMPpeH4y+1wcX83TYmabG7jQ1dqapkVFUticJs9Ui/rxYjD8vGrudRHhJ0S1cgR71PNA9XIkIb3aoIiKyp0An2lxmzGYXBDurx8j+ibfaJnp4wlC/UbnrI6pMQR5SPBAhxQMRt8PpGUV6HMvU4liWxhhQz9IgrbB83Q5McjViiRtwRgEKY5cGYzhdgbggOeoznE5UpTIzMwEAs2fPRuvWrREfH4+mTZsiISEBkyZNwqxZsxATE4MXX3zR5vmpqanYvXs3IiMj0atXL5dee/jw4bj//vsRGxsLb29vJCUlYfbs2VixYgUeeeQR7Nu3D76+fGi+1pJIAS9foCDX7iGGgGDA08vufiIqv3AvKT5s74/JrX2x6FwB5pzKR3opc1SFOhHzzhRgwdkCDInxxISWvmhZR15FFRMR3R3sBab8bcxZAcaO6KUx1IsuT0lEtZ6jYPruNDUO3dAwmE7kIkPTViiaOgvSw3ugXD3PatVZR7p27YquXbs6fXzLli2xYsWKspRJtZwrK8043RE9gg00qPYTBAEN/WRo6CfD042Nc7S5GgOOZN7umH7ohsbuQ7TOylaL2HJFjS1XjPcPJQLQPFCOjnUVaF/X2DWdja2IqCQG0d1E9Cn9pi0HSURVr4GvDCN9ZRjZ1BuiKOKsSoddt0Lpe66rkVvGwdrVQj2WJxdheXIRAKCxnwzdw40d07uFKVCHSycTEZnZnXyy0QXBXhBd0Fgve6xv3AKQcvhLNU9dTyn6RknRN+p2OP16oR5Hb3VMP5apwdEsbZkfoLuTSmO9JF8dpQRxQXK0Cb4dTo/05gQTUWUxGIz/PSsUCixbtgzh4cauP507d8aiRYvQtWtXzJo1y24QfenSpRBFEcOHD4dE4lqXknfeecfiz61atcLcuXMBACtWrMDPP/+MV1991dW3RDWI6OMHwVEQPSyyCqshurv5KySY2NIXL8f6YEVyIb47kY+kXJ3Dc/QisCqlCKtSivBAhBITWviga5gSUgnHbVQ1DKKIKwV6JOfoUKQXUd9HhkZ+MnjK+D1INZ/9wFQ5guhsSkXkEotgehw7phOVmSBA364bCtvcD9muDZBv/d3dFdFdQBRF5GhEXC3Q46zK+ndbuQTwsvF7g/Md0W3fMySq7fwUliswG0QRiTk6czD9YIYGiTmO55NKYxCBEze1OHFTix/PFgAA6npK0D5EYQ6nxwUp+Ls/0V2MSRw3EX2cmXxiEJ3InQRBwL2BctwbKMdLsT7QGUQkZGmx89Yk1D/pGhTpyxZMT8rVISlXh4XnCiAAaFFHjh7hSnQPV6JzmIJL2hDRXU1lb5ljWx3Rw6Ocvq6+acsy10RU3YR5SdG/vif61/cEYJzATSs0WIXTM4srJpx+U21A/DU14kuE04M9JBZd09sEKxDuJWE4nagC+PkZV1GLi4szh9BNYmNjER0djZSUFKhUKgQEBFjsNxgM+PXXXyGRSPDss89WWE2jRo3CihUrcODAAQbRaznRxw9Id7DfhfEXEVUMpVTAyKbeeLaJF9ZfKsa3J/Lw7w1tqedtv6rG9qtqhHhI8FCUBwbUN96U5E1Bqgj5WgOScoxznIk5OiTlGD+bAuglCQCifKRo6i9DY38ZmvrLb32WIdSTv0NQzZFjpyN6gNL297BYyurIoiDYbbJARM5x1DG9ooPpUgGo5y1FfR8p6vvIbn2+/XWEtxQyPvxHNY1UBl2vR6Dr3MfdlVAtkKsx4GqBHtcK9bhaoMeVAuPna7c+Xy3Qo8DWksi3BChs/24g+teBKJdD0Dr+PZgP+BEZSQQB9wTIcU+AHCObegMAstUGHDIF029ocPiGxuF/j87IKDJg/aVirL9kbBAnlwCtg+S3wulKtK+rQIQ3m3IS3S0YRHcT0duZjujRlV8IETlNJhHQNkSBtiEKvN7KF2q9iIMZGvMk1OEbGpRlnCbi9pODs07lQyYA7UIU6HarY3p7dlio9gq0BlzK1yM1T4eL+XpczNPhUr4eReUcuFcXEV4SzOxWx91lUDV1LV+H8j0/bS3JzhPZtjqiw9MbhsBgSLIzS72uvlmr8pZGVG0JgoB63lLU8/bEwAa3w+lXC/Q4mqXF8UwtjmZpcDRTi5t2Ori5KrPYgK1X1dh69XY4PdTT2Dk9Llhh7J4epECYFyeZiFzVpEkTAIC/v+2H2E3bi4utVwDZtm0brl69igceeABRURUXGA4KCgIAFBYWVtg1qXoqrXOnIax+FVVCRHeSCAIGNfDEw/U9sC9dg+9O5GHzFXWp590oNmDJ+UIsOV8IL5mAXvWUGFDfAw9FeSCIq/TdNYp1IlLydEgr1EN0ccpKJ4q4lKfH+RwdzufqcF6lw9VC51N9IoBL+Xpcytdj21XL71k/uYDGJQPqfjL4yJ2bC/WSAZ3DPEo/kKiCqGwE0eUSwNPO/H1pTanE4HBAye9hoopUmcF0vQhcztfjcr4ee6Gx2m8KqkeZwuq+MqugupxBdaqulJ7uroCquQLt7ZD5lRLB8pJB81xt+e6N27wPCAASCcSgMAjXLzs831AvulyvT1SbBSol6BvlYV59WWcQcSpbaw6nH8jQ4GJ+GQdJt2gNwL83tPj3hhbfnzZ2TY/0lqJDXYW5c3rLIDnHQ0S1FIPoblJaFwSAy8YQVXdKqYBu4Up0C1fiPwDytAbsv64xd0w/cbP0zlS26ETgnwwN/snQ4MvjefCUCugUqjB3TG8dJOdyylVMZzAG+VLz9LiYr8OlPD1S83W4eCt4nlFUMYG+6qqJH4cLZN+jm7NwvpSl4SuKv8L2//sM9RqUGkQXpTIYGt5bGWURVVuCICDSR4ZIHxkGlQinX8rXm7umH8vS4mimxu5KBK5KLzJg8xW1RSAq3EuCuCAF4oLlaHPrc11PBp6IHOnWrRsAIDEx0WqfVqtFSkoKvL29ERwcbLV/yZIlAICRI0dWaE3//vsvAKB+fYaQa7vS5qwMYZFVVAkR2SMIArqEKdElTIlTN7WYeTIPq1OKnGqQUKgTzd2qJALQsa4CA+p7YGB9TzTk7/81niiKyCgymMPi53O1tz7rcDFPj+rYMiFXK+JIphZHMrUAilw6t4mfDIceZ4iXqo5Kbf1fkb3OnYATD/ixIRVRpbMVTD+SqcGeNGMw/UA5gul3KhlU32djlSmJANTzkt7upM6gOhHVAE9vu4H96doKu4fgSD0HTW0MwWGQOAiiG/zrAE7ksIjISCYR0DpIgdZBCoy+dQs9vVCPgzeMwfRDGRoczdJAXc5x0pUCPa5cKMLvF4y/73tIgTbBCrQLUSDa1zj+ifCWIcJLgkAlV0wjqsk4s+wuSk+IMjkEne2gqiE4DPDwquKiiKg8fOWWTxBmFeuxO83YMX1nWjGSc8s2QivSi9hxTY0d14yBLn+F8WZjj1sd05v5yzgYKydRFJFZbMBFU1fzW4Hz1Dxjd/OrBfoydbsnoooVoLDdCcEQXh84ddjhuYaYZoBCWRllEdUogiCgga8MDXxleDT6djj9Yr4exzKNofRjWcbu6bkVNLGcVmhAWmExNl6+3bk5wktqDKYHK251UJcjmN04icxiYmLQu3dvxMfHY/HixRah8hkzZiAnJwdDhw6FTGY5rZOZmYlNmzYhODgY/fv3t3t9rVaLCxcuQC6XIyYmxrw9MTERkZGR8PKynI9ITEzEBx98AAB44oknKuAdUnVWWudOQ3jFddonovJrXkeOH7rXwX/a6vD96Xz8fK7Q6aWVDSKwP12D/ekavH8oF/cEyDCgvgcG1PdE22A5JJxvqrbUehEX8nRIVOmQlKtDokpr/Jyjq7BxPBFZy7HREd1u506g1DAUg+hEVU8pFXB/qBL3hyoxBZUbTL+TQbwVxipgUJ2Iao6kHEOVhNABYHC0/c78YkiYw3M5riIqv1AvKQY18DQ3t1LrRZy4qcWBW8H0AxlqpBWWr0ljsf72XNSdPKUCIrylqOdtCqhLEektRT2v2392+PsX3XVEUUSRvurmwRQSATKOx+1iEN1dBAGity+EnJs2d3OQRFTzBXlIMTjGE4NjjIO0K/m6W6F0Y8f0sg7QcjQiNlwqxoZLxjBXqKcE3W91S+8erkQDX/6v3ZZ8rQEX824FzfP15m7mF/N0uJSvd/omLRG5j71fLA31Sl9FRt+0VUWXQ1RrCIKAaF8Zon1l5nGLKIq4kKe/HUzP1CAhS1vupTVNrhbqcfWSHusv3Q6nR/lIERdkDKe3CZIjLliBQE4o3dVEUURqnh7Hs7TIKKqku8Bu4K8AhjX2KfW4r7/+Gn379sWECROwfv16NGnSBAkJCdi1axeioqIwbdo0q3N+/fVXaLVaDBs2DAqFwu61r127hg4dOiAqKgonTpwwb//tt98wZ84cdO7cGVFRUfDy8kJSUhK2bt0KrVaLyZMno0uXLmV741RjOAqii1IZxGDHN/6IyD2ifGT4tEMAprT2w4KzBZh7Oh83il2bezqr0uGsKh//S8hHmKcED0UZQ+ndw5XwkPEmS1UzNU44n6Mr8aHF+RwdUvP1MHAqi8iuokqa6822EUS3t4If4MQDfrwXSOR27gym36k8QfVQuR6G2r14711NFEWo9aj01W08OeYnNwnxkGDsvd54vpn9Zp2GUuajOK4iqnhKqYB2Icbu5Whu/Hl0pUB/K5SuwaEbxnuHFfXrV5FeRFKu8YF7e+p5SdChrhLt6yrQsa4CrerIoZDy51dtJIoibqoNuFqgt/4oNH6+VqCHjV/TK41EMGb0TA9GmB6SiPSWmbeFekogvUvD6kwrupHo4wfYC6JHxtjcTkQ1V6SPDM80keGZJt4QReMAauc1Yyh993U1sm0s6+mM9CIDVqUUYVWKcSmbaF8pepQIpvveJT/ftAYRVwtsdzRPzdMjS80ZOKKaLOLWBLstYnj9Us/XN2tZ0SUR1WqCIKChnwwN/WR4vKFxm0EUkZKrw9FMrUU4Pb+CZphMSxevu3g7nN7AR2rumt4mWI7WQQp2O6ilRFHEpXy9+XvrWJYWxzI1VdZtpyo18ZM5FUSPiYnBjh078Omnn2L79u2Ij49HaGgoxowZg7feegshISFW5yxduhQALDqou6Jbt25ITExEQkIC9u/fj8LCQgQFBaFPnz4YPXo0evfuXabrUs0iOujcKdatB0g5nUhUnQUqJXiztS9ea+GD3WlqbLhUjI2Xi1xuiHC9yIBFiYVYlFgIH5mA3hFKDKjviX5RHnxYsIJpbnU3txU4r0ljIU+pgMb+MjQp8eEjF5CUo0NSjrFbe1KuDhlFnKOjytd9bQbOOwgvVCR7K/gBgOjLIDpRTWMvmH4gXYPUW42NjB+6Kg29AE4E1eGJ8GPZaGAKqLOjeo0hiiJUGtHcPOtSvuX32uV8PfIqqEGIPU38ZDj0eGilvgbdneQSlAjqWXY6Nm2ro5SUugK8GBLucL8zTauIqHwEQUCUjwxRPjIMaWh8cKRQZ8CxTC0OlginZ7rYGMEV1woN+CO1CH+kGvNRSinQJkiBDnUVaF9XgQ4hCoR6cQXm6k4UReRoRLsB86sFOlwrMFRpt3NnGETTSuAG/HtDa/MYqQB0DpVjXf+6VVyd+/HOkTt527+xZ4hgEJ2oNhMEAU385WjiL8foe31gEI1L2uy6ZuyYvi9dg8IyhrpS8/RIzSvEz4mFAIB7/KWI85ajg6YYTeoIaOArRYSXtMY9gSWKIjKKDLiYr7PqbJ6abxyMVKdOUEFKCYI9JKgNq1g38OENZnIvuQT4rKO/3WXhS5tcEgUB+iYMohOVl0QQ0Nhfjsb+cjzZyLhNbxCRnKvDUVN4OFOLhJvaMo9j7nQxX4+L+bcnlAAgxldq7preOliB1kFy+Du48U/Vj6lrxtFMLY5nacwPN9zkg4NWIiMjMWfOHKePP3DggFPHNWjQACqVymp7165d0bVrV6dfj2onR0F0Q3hUFVZCROWhlAp4MNIDD0Z64CvRH8cytbdW2CvCaZVr4cx8nYg/Lxbjz4vFkArA/aEKDKjviQH1PRDNlfmcllWsR2KOdeA8NU+PanZfzaF6XhI09pejqb8Mjf1laHordB7hLbX9e/sdPzpUagOScnVIVGlvfTYG1JNzddByOEg1kKPfRx0+4CcIMDjRXIGI3KtkML0kw617VhaBYXcH1SHgaqEBVws1LndUZ1C9clWHoDlRZZAKQLiXMUwecUfIPPJWp9gQT4nd+3uuKL0jOjNWRO7gJZOgc5gSncOMYyXTissHMzTGjxsanM7WVlqWR60H/snQ4J8MjXlbtK8UHUKM4fQOdRWIDZRDxjFOlcrTWnYyv3Kre3nJbQWVtJKZu+lF4Hph7XxvpeEssRs5vLHHLghEdxWJIKB1kAKtgxR4raUvNHoRhzM15o7ph25oynwj5myOHmdz5Fh+rQBAAQBAJgBRPlI08JWhgY8U0bc+N/CVIdrXuaeOK0Oe1mAVMr9o/lpfrZ5285IJaHBroi66xN9lA18ZGvhK4StnII7uDq+38kaOpvTjyspXIaBbmBINHIQbRP86EL28IRQW2NxviIgBvH0rq0Siu5pUIqBpgBxNA+QY1sjY/UBvEJGYoyvR1VqLhJuaClvG+EKeHhfyivD7hdvh9MZ+MsQFy291TlegVZCcP4srgdYg4qzK+G97PEuLi3k6lycPNbeuUZkdMYiofBx17jSEMYhOVBNJBAFtQxRoG6LA1Pv8cCFXhw2XjaH0/ekal36e60Vgz3UN9lzX4L2DOWgeKMOA+p4YWN8DrYPkbplPqk60BhGpJbqbJ5q7gWvLvBpieQV7SCy6lDf0lcFT5vq/Ux2lBI38ZeUeZwcoJbeX9i5BZzCukHM5X+d0MN+Ld7ioGnC0apfoY39cJYaEA0qPyiiJiKqARBAQ5iVFmJcUHWw0OzSIItKLDLhsJ6h+uUAHdQXNlTmr1I7qDKqXmSiKyFYbcClfj4t3BM0vM2hONVzLOlLE1pHdCpjLbofOvaQI9ZRUWfO7UjuiR7AjOlF1UHLF5acaG+8b5moMOJKpMYfTD93QIKcSV4AzNu8swsoU431EucT40EzJh2Qi7lidwdhkkuMcZxTqDA4D5lcL9MjluOeuxGk6N7IXRBcFgcvGEN3lFCU6LLzTBijQGnAgwxhM35mmxvEsLcrzY1snmkJctme5fGQC6vtaBtRNgfX6PlJ4l/GGk0Zv7H5pCpen5hm7m1/M1yE1T1+tumBKBSDS+46wvq8UDXyMYX0ORImMnmni4+4SgFsdpKTJZ2zu1jdrVcUFEd3dpBIB9wbKcW+gHM80MW7TGUScU+lwNMvYNf1YlgYnbmor7IZbUq6xi+LqW5NKAoAm/qZwugJtguVoWUcOH4bTnWb6Nzt269/saJYGJ29qK+yBAiKqxhw1TmAQnahWiPGTYXxzH4xv7oObxXpsvqLGhktFiL+qdrkb0alsHU5l5+HL43nwlglo5CdD0wAZGvvJzB2zG/vL4CWrXeOwbLUBiSotzufqcF6lM37O0eFCrg7uaOgkE4CGfjKLwLnxQ45AByHZ6kQmuX2zmqgmufOhCgsKJUSlBwR1sdUudu0kqt0kgoBwLynCHQTV7+yobgqtX8yr/kF1vzKsTqiUApHesttBdx8Z6ruhsZPOICKtUG/RkfxSvh5ZZWiaoDOIuFZgvE5+Le3qSbSwV7C7SwAAiL4BEBUeEDQ2xlX+gYCDBwCJyL38FBL0rOeBnvWMD+KaVgq5UqDH1QIdrhUYcLVAd+vPt4LNhfoKGwtpDTD/3LdHKYU5oB7mAfjo5LinuBjRASLq3Vr5IdBNDT3LwtbfcVqhHjoXu0uJAHI1Iq4W6Iwr7xTo3NZogao/zui5kd0get16gEJpcx8R3Z285RL0jvBA7wjjwEylNmD3dWO39F3X1DiX49qSyqXJ14k4na3D6Wzb1w3xkKCBjaB6A18ZlFLBZtD8Yp4e1wr1lbbkTlnYfh/GwHmkt5TL8xDVIIbwBnaD6IamLau4GiK6k0wioHkdOZrXkePZW+F0rUHEmWytuWv60SwNTt3UVsiyxSKAxFsdKFcm3w6nNwuQIS5IjrhgBdoEyRFbRw6liz/vNXoRWoPxs6QardZSHiKAC3k6HM3UmrudJ2Rpq9VqNERUdRx17jSEM4hOVNvU8ZDi6cZeeLqxF4p1InamGUPpGy8XI6PItYFZgU5Ewk0tEm5qrfZFekstAtJN/WWI8tBDU43HVQYRuFqgR2KO9lZXc+PDj4kqHbLc1EwhSGnZ3bzxrb/LBr4ydiglcoP2IXIMauC4q7no428niB5dSVURUU3gTEf1G0UGi6B0ydD6pXz3BtUrUqBSMHddv/3Z+HWkjxSeUtfGOAYRyCi27kJv+vu7WqB3evUVIqpGBAGG4DBIr6Va7TLUi67ycoio7ARBQKBSQKBSgpZ15DaPEUURWWoDruQbc0ZXC/Q4p9LhYIYGJ7O1FZ47UuvvbOYpB64UALi9IruXTLDopl7vVof1iBIrRXiVYQW6sijSixadyK+U+Nr091VYSx+S85IJFt3s63pIIK2CBwRElAz36xnKt4FBdDeyF0Tn5BMRlSZAKcGgBp4Y1MATAJBWqMfuNGO39J3X1BU+CXSnG8UG3Cg24N8b1jcWqxNTZ3dTuLxk4Ly+j5RdUYlqEUeryeibsiM6UXUklwhoFaRAqyAFRjY1btPoRZw2h9M1OJqlxelsLbQVFE4/q9LhrEqH5bfC6WXnBeBm+Ysiu/wUAtoEKRAXJEebYAXuDTQ+8FgbVNE8JFGZ2ZuvAgCRHdGJajUPmYB+UR7oF+WBGaKIwze0WH+pCBsuFSOxnE0QTKGlHdfUd+zhuOpOUgGI8ZVZBfeb+MtQx0Pq7vKIaoRRzbwq9YERAQJa1JGjT6Sy1NVDRR9/IMu6tTDvBRKRIxJBQKiXFKFeUrSva73ywp1B9eRsNc5m5CAbXrhSJLolqF5W2WoR2WotjmdV73uO7hDqKTGH8ut5S1GGRvROC6ohq+jQ3U0MCQNsBdE5riKqdQRBQLCHFMEeUsTdsS9fa8DhG1ocuqHBwQw1DmZooNJUfiC4UCeaV2imyqGUAhFexpB/hDnoL7MIngcohGrTmb5QZzA/EHDF1M2/QA9RvDsD6gyiu5HobS+IzuX4iMg14V5SDG3khaGNvCCKIlLz9NiZZuyYvvNaMbJq6VNYMgGIKtGR3aKzua8UQTVoaRwiKh9DeH3b20PCIdYJqeJqiKisFFIBccEKxAUrgGbeAAD1rXC6qVv3sVvhdHYuqj385AJal+hU3yZYgWhfKcdxRO4ik0P08IJQXGixWfTygegb4J6aiKjKSQQB7esq0L6uAh+080dSjhYbLhVjw6ViHMjQgEOx8gtQCGjqL0eTABma+N3ubh7tK4OiljyAR+Qur7TwdXcJZmxKRUSV4c6genGxBJf9MhEV5QcPD49q2VGdrJUMmps/+xo7wkd6y+DJbgZEFgzBYba3syM60V3FRy5Bj3pK9KinBOALgygiKUeHAxmaW+F0Dc6qGBavbuQSoJ6X7U7yEd5SRPrUvIyXl0yCxv4SNPa33dn/bsMguhvZn3xiEJ2Iyk4QBMT4yRDjJ8PzzbxRVFSEYylXoPcPQ5paiov5eqTm6XAxT4fUW0vQVfSyNRUp1FOCBj4yRPtKUb9k4NzXOCCRcdlhojK5du0a/vjjD2zduhXnz59Heno6AgMD0bFjR0ycOBHt2rVzd4kusdcRnd3QiWo+pVRAm2AF2gQrABjD6UU6Eaeyb3dNP5qpwTmVjuH0KlbPSwK/MrRiCvaQoHWQAm2C5YgLkqOhnwySGjSxRHQ3EH38rILohrAogP+tEt21GvvLMaGlHBNa+uJGkR6bLhtD6X9fU6OIgzC7pAIQ7StFY3+5uau56aOm3VwjorIRff2ttwkSu00ViIgqgrMd1S/m63C5RDidQfWKZS9oHuUtRZQPg+ZErhJDwm1u5wN+RHc3iSCgaYAcTQPkGNHUeB9RpTbg3xsaHMnU4PKtXJTpI1/HeayKJhWMDVRLdi43hcxNofMQTwnvBTqwbt06LFiwAMePH0dhYSFCQ0PRvn17fPjhh4iMjAQAJCQk4I8//sCxY8dw/PhxZGVloUuXLli/fr2bqzdiEN2NDI2bQ5RIIBhuLw8oSmXQN2NgiogqjiAICFYAUcFyeHh4WO3XGkRcLTCF0/W4mK9Dap4eF/N0uJivR2Zx5S1hCgC+csHc0byBrxTRPjJzR/P6PlJ4ybgUHFFlmDdvHr755hvExMSgV69eCA4ORnJyMtavX4/169fjxx9/xJAhQ9xdptPEuuEwBIdCkmm51LEu7n43VURElclTJqBdiALtQm7fSCvUGXDyprFz+rEsY0j9XI6uWj9wV5NEeEnROlhu7lgeFyxHsIfU3WURUSXRN2sNSeZ1y22xbd1UDRFVNyGeUoxo6o0RTb1RqDPg72tqHM3UIilHh8QcLZJzdSi+y4JL/goBTf1laOwvNwfNm/rLEMPu5kR3PX2zVpD/s91im6FJC0ChdFNFRESWQfUOda33O+qofiVfD00ZJtxyNCJuqiv3nmNZKSRAqJcUZcmFB3kYG2qxozlR5dPfE2e1TfTygSG6SdUXQ0TVWoBSggcjPfBgpGVGShRF5GhEXCu8HUy/cuvzNXNYXYeiu2xeyxEBQJiX5I6QuQwRJYLnoZ4SSNlEtExEUcTrr7+ORYsWISYmBo8//jh8fHyQlpaGvXv34vLly+Yg+vr16/G///0PCoUCjRs3RlZWlpurt8QguhuJAUHQ9n0Cik0rzdu0A56CWCfEjVUR0d1GLhEQ7Wtc9tfRAb95AAEAAElEQVSWfK3BHFC/mHcrsJ6vx6VbnwtKeVpQLgGivG93MTd2Nzd9LUUguz8RuUXbtm3x119/oWvXrhbb9+3bh0cffRSTJ0/GwIEDoVTWkJtiEik0T4yBcv5nEPTG3wx198RB3667mwsjoqriJZOgQ10lOtS9/f+tAq0BJ26F049maXA8U4vEHB2YTXcszFOCuGBTx3IF4oLkCPVi6JzobqJ96ElITxyEJDcbAGAICoW27+NuroqIqiMvmQQD6ntiQH1P8zaDKOJyvh7nc3QlPrQ4n6PD9aLqGT5yhkQAGvhIzYFz42dj4DzYg/NbRGSbrtMD0O/4E9JLyQAAUekB9eMvurkqIiLHSuuoXlZ5WsOtDuw6XMqz7sReWUF1hQSIurMzuY8xMF7fV4ZQdugkqhEMMc2g7fSA+SE/URCgeWwU4OHl5sqIqKYQBAEBSgEBSgliA+U2jykqKsLJC1cgCQzHDZ3UIrBuCqtfK9RXu9VjFBKgXomweGSJruSmP3vLXW8EKhPAkHkl+uGHH7Bo0SKMHj0a06dPh1RqeT9Wp9OZvx48eDD69++P5s2b4+bNm2jWrFlVl+uQoFKpeA/ezaSn/oXk2iXooxrBcE9rd5dDlaC4uBiXL19GVFSUzY7URJWpMr//RFFEZrEBF/Nvd1DXGkREmoLnPlKEe0k5KCGqYYYMGYL4+Hjs2LEDbdq0cXc5LpFcSob03HGIfoHQte8OSBicrG04rqLyytMakJClxfEsLTLK0NJAp9MhNy8Pfr6+kMlqz7Pd3jIBLerIEResQDhD50QEQMi5CemRPYAgge7+BwClZ+knUY3CcRW5Q67GcKtzug6J2cXIVOVW63GVn0KCRn7GsHlDPxmU7G5ORGWhUUN2cAeEokLo7uvGhlS1FMdW5E615fvvzqD69SJ9mVY79JFLbgfNfWQI82LQnKjWEEVIj+6DJCsd+kaxMDS8x90VUSWoLT/XqGZy5vvPlJW6WnC7s3p6kR76KkrhSgWgrqdl4JxNEmqeoqIi3HvvvQgICMC///7r0vxoeno6mjVrhi5dumD9+vWVWKXzqufs7l1G37wd9M3bubsMIiKXCYKAEE8pQjylaBdScR0RiMi95HLj0793Pm1ZExjqN4KhfiN3l0FE1ZivXIIuYUp0CSvbig/GCaibiIry5gQoEdVqon8d6Ho94u4yiKiW8VNI0DZEgbYhChQXS3D5chbHVURU+ymU0HV9yN1VEBFVe75yCWID7XcoJSKCIEDftguqWSNiIrrLlMxKxQW7uxqqqeLj46FSqTB8+HDo9Xps2LABycnJ8Pf3R8+ePdGwYUN3l+gSBtGJiIiIyOzy5cv4+++/ERYWhubNm5d6fHFxcRVURXSbRqOx+ExU1fg9SBWBYTsiIiIiIiIiIiIiIiKiu9OxY8cAGBtEdunSBUlJSeZ9EokEr7zyCj7++GM3Vec6BtGJiIiICACg1Wrx0ksvQa1W44MPPnCqI/r169eh1WqroDoiS+np6e4uge5y/B6kspLL5YiOjnZ3GURERERERERERERERETkBpmZmQCA2bNno3Xr1oiPj0fTpk2RkJCASZMmYdasWYiJicGLL77o5kqdwyA6EREREcFgMOCVV17Bvn378Nxzz+Gpp55y6rywsLBKrozIkkajQXp6OkJDQ6FQKNxdDt2F+D1IRERERERERERERERERERlZTAYAAAKhQLLli1DeHg4AKBz585YtGgRunbtilmzZjGITkSW5HK5u0uguxi//4jIEYPBgPHjx2PVqlUYOnQoZsyY4fS5Hh4elVgZkW1yuRwKhYLff+Q2/B4kIqLagvMF5G78HiQiotqEP9fInfj9R0REtQl/rpE78fuPqoKfnx8AIC4uzhxCN4mNjUV0dDRSUlKgUqkQEBDghgpdwyA6URXw8PDg0uvkNvz+IyJHTJ3Qly9fjieeeALff/89JBKJu8sisos/18jd+D1IRES1BX+mkbvxe5CIiGoT/lwjd+L3HxER1Sb8uUbuxO8/qipNmjQBAPj7+9vcb9peXFxcZTWVB1NGRERERHepkiH0IUOGYO7cuZBKpe4ui4iIiIiIiIiIiIiIiIiIiIioVurWrRsAIDEx0WqfVqtFSkoKvL29ERwcXNWllQmD6ERERER3IYPBgPHjx2P58uUYPHgw5s2bxxA6EREREREREREREREREREREVEliomJQe/evZGSkoLFixdb7JsxYwZycnIwcOBAyGQyN1XoGkGlUonuLoKIiIiIqtZnn32G6dOnw8fHBy+//LLNEPrAgQPRqlUrN1RHRERERERERERERERERERERFQ7XbhwAX379sWNGzfQr18/NGnSBAkJCdi1axeioqKwbds2hIaGAjB2Tp8xYwYAoLi4GGvWrEHdunXxwAMPmK/3/fffu+V9AAyiExEREd2Vxo0bh19//dXhMbNnz8bw4cOrqCIiIiIiIiIiIiIiIiIiIiIiorvDlStX8Omnn2L79u24efMmQkND0b9/f7z11lsICQkxH7d7924MGjTI4bVUKlUlV2sfg+hERERERERERERERERERERERERERERE5BKJuwsgIiIiIiIiIiIiIiIiIiIiIiIiIiIiopqFQXQiIiIiIiIiIiIiIiIiIiIiIiIiIiIicgmD6ERERERERERERERERERERERERERERETkEgbRiYiIiIiIiIiIiIiIiIiIiIiIiIiIiMglDKITERERERERERERERERERERERERERERkUsYRCciIiIiIiIiIiIiIiIiIiIiIiIiIiIilzCITkREREREREREREREREREREREREREREQuYRCdiIiIiIiIiIiIiIiIiIiIiIiIiIiIiFzCIDoRERERERERERERERERERERERERERERuYRBdCIiIiIiIiIiIiIiIiIiIiIiIiIiIiJyCYPoREREREREREREREREREREREREREREROQSBtGJiIiIiIiIiIiIiIiIiIiIiIiIiIiIyCUMohMRERERERERERERERERERERERERERGRSxhEJyIiIiIiIiIiIiIiIiIiIiIiIiIiIiKXMIhORERERERERERERERERERERERERERERC5hEJ2IiIiIiIiIiIiIiIiIiIiIiIiIiIiIXMIgOhERERERERERERERERERERERERERERG5hEF0IiIiIiIiIiIiIiIiIiIiIiIiIiIiInIJg+hERERERERERERERERERERERERERERE5BIG0YmIiIiIiIiIiIiIiIiIiIiIiIiIiIjIJQyiExEREREREREREREREREREREREREREZFLGEQnIiIiIiIiIiIiIiIiIiIiIiIiIiIiIpcwiE5ERERERERERERERERERERERERERERELmEQnYiIiIiIiIiIiIiIiIiIiIiIiIiIiIhcwiA6EREREREREREREREREREREREREREREbmEQXQiIiIiIiIiIiIiIiIiIiIiIiIiIiIicgmD6ERERERERERERERERERERERERERERETkEgbRiYiIiIiIiIiIiIiIiIiIiIiIiIiIiMglDKITERERERERERERERERERERERERERERkUsYRCeiCvfZZ58hICAAAQEBFXrdixcvmq+7bNmyCr02ERERERERERFVX7t37zbPC+3evdvd5bgF58aIiIiIym7gwIEICAjAwIED3V0KERER1RKcr6pYpr/Lzz77zN2lEJGLGEQnqmZKDlL4g5WIiIio5uP4joiIiCpDyTFGQEAAnnrqqVLPKdk8IDExsQqqrJmWLVtm8Xdr+ggKCkJMTAxat26Nhx9+GO+//z7Wr18PrVbr7pKJiIioluPYj4iIiKhs7hxHhYWFIScnx6lz77vvPotzFy5cWMnVEhHVTAyiExEREREREREREdVwmzZtwuHDh91dhstq0gN7er0e2dnZuHjxIvbs2YOZM2di+PDhaNGiBb799lvo9Xp3l1jpWrZsiYCAAIwbN87dpRAREd3VaurYj4iIiMjdiouLsXbt2lKPO3DgAJKTk6ugIiKimk/m7gKIqPZ599138e6771b4dRs0aACVSlXh1yUiIiIiIiIiqg0+/vhjrFmzxt1l1CpTp07FgAEDzH/Oz8+HSqXCiRMnsHPnTuzatQvp6en473//iw0bNmD58uUIDAx0Y8VERER0t+DYj4iIiMg1Hh4eKC4uxvLlyzFy5EiHxy5fvhwA4OnpiaKiIpvHdOvWjTmmCsS/S6Kaix3RiYiIiIiIiIiIiGqwoKAgAMCOHTuwd+9eN1dTu4SHhyM2Ntb80aFDB/Tt2xdvvPEG/vzzT+zZswfNmzcHYOyUNWLECGi1WjdXTURERLUZx35EREREZWNqNrB//35cunTJ7nFqtdr8wF/JBgVERGQbg+hERERERERERERENdiYMWPg5eUFAPjkk0/cXM3dpUWLFti6dStatGgBANizZw8WLlzo5qqIiIioNuPYj4iIiKhsunTpgsjISIiiiBUrVtg9buPGjVCpVFAqlRg8eHDVFUhEVEMxiE5Uy4iiiN9//x1PPfUU7rnnHoSEhCAmJgZ9+/bFt99+i4KCArvnfvbZZwgICEBAQIDD17h48aL5uGXLlpXpOnv27MHYsWMRFxeH8PBwhIWFoUWLFujZsyemTJmCjRs3QhRFl14XAE6fPo0vv/wSQ4YMQWxsLOrWrYuIiAi0bdsWL7/8Mg4dOuTwvd1Zu1qtxqxZs9CzZ0/Ur18fERER6NatG7799lsUFxfbvY7BYMDOnTsxdepU9OvXDw0bNkRwcDDq16+Prl27YurUqbh8+bLDWoiIiOjusm3bNowaNQrNmzdHaGgoGjRogB49euCTTz5BVlaWzXNmzpyJgIAABAYGIjs72+YxzZo1M49v/vrrL5vHjBw5EgEBAWjfvr3VvtTUVMycORPDhg1Dy5YtERYWZh67jRo1Ctu2bSv7myYiIqIKUbduXYwdOxYAsG/fPsTHx5freoWFhZg5cyYeeughNGzYEHXr1kWzZs0wbNgwrFq1ymrOpqRx48YhICAALVu2BACkp6fjo48+wv3334/69eubxyQtW7a0mDuaPn26ecxi+hg3bpzDOteuXYvBgwejcePGCA0NRVxcHN566y2kp6eX6/27ysvLC3PnzoUgCACMYzSdTmd1nEqlwtKlSzF27Fh07NgRERERCAkJQdOmTTFkyBAsWrQIGo2mXLVotVqMGTPG/Hc4depUq3+vc+fO4Y033kC7du0QERGBevXq4b777sPrr7+OM2fO2LzuwIEDERAQYJ7P+vXXX63+vQYOHFjl75eIiOhuVNFjv82bN+PFF180z/uY7mV98MEHNsdVhYWFiIyMREBAAEaMGFHq9a9evYo6deogICAA7733nsU+jUaDjRs3YsqUKejVqxcaNGiA4OBgxMTE4IEHHsBnn31md17sTocOHcJzzz2Hpk2bIjQ0FK1atcLEiRNx/vx5p86/fv06fvzxR4wcORJt27ZFvXr1ULduXdx77714+umn8fvvv8NgMDh1LSIiIqqeBEHAsGHDAMBhEP3XX38FAPTr189h9mn37t3meZHdu3fbPCYlJQXvvPMOOnfujMjISPPcSOfOnTFmzBj8+uuvyMvLs3nu+vXr8eyzz6JFixYIDQ1FvXr10LJlS/Tp0wfvv/8+du3aZbe26pAfc3ae0MR0rc8++8zh6xJR9SNzdwFEVHFUKhWGDx9utQxfdnY2Dh48iIMHD2Lu3LlYvnw5WrVq5aYqgalTp2LWrFlW269cuYIrV67g2LFjmD9/Pq5fvw4PDw+nr7t7924MGjTIartGo0FKSgpSUlKwfPlyvP766/jvf/9b6vUyMjLwxBNPICEhwWL7iRMncOLECWzatAlr1qyxWeP06dMxffp0q+25ubk4efIkTp48iYULF2Lu3Lk2ayYiIqK7h1qtxssvv2xe4q/k9uPHj+P48eOYO3cuFi9ejJ49e1oc07VrVwDGyaS9e/fi4Ycftth/7tw5ixuGe/bssTrGdG7J65mkpqYiLi7OZt2msduaNWswdOhQzJkzBzIZf8UkIiJyl4kTJ2LhwoXIzc3FJ598gt69e5fpOqdOncKwYcNw5coVi+3p6enYvHkzNm/ejIULF5qDyI78+++/eOqpp5CZmVmmWuwxGAx46aWXrG4YpqamYt68efjzzz+xfv16NGrUqEJf15HmzZujR48e+Pvvv3HlyhUcOXIEHTp0sDimW7duNhsTZGRkID4+HvHx8Vi4cCFWrVqF0NBQl2soLCzEc889h61btwIA/vvf/+L111+3OGbmzJn44IMPoNfrLbYnJycjOTkZixcvxvvvv49Jkya5/Pp3quz3S0REdDeriLFfTk4OXnjhBWzfvt1ie3Fxsfle1oIFC7BgwQL07dvXvN/LywsDBw7EihUrsGXLFuTk5MDf39/u6/z222/mAPfQoUOt3ocp6FVSdnY2Dh8+jMOHD2P+/Pn45Zdf0KlTJ7uvMXv2bLz//vsWQfFLly7h559/xurVq/HTTz85/LvQ6/WIjY21GTRPS0tDWloaNm7ciCVLlmDJkiXw8fFxeD0iIiKqvp566il8/fXXSEpKwr///ot27dpZ7L9x44Z5fPTUU0+V67XWrl2LsWPHQq1WW2zPyMhARkYGTp8+jVWrViEkJAQPPvigeb9er8eYMWPw+++/W12zsLAQly9fxqFDh7BixQokJiZaHVMd82OVNU9IRNUDUwJEtYRer8fTTz+N/fv3AwA6dOiAl156CY0aNUJmZiZWrVqFFStW4Nq1a3jkkUewd+9eREREVHmdmzdvNofQY2NjMWrUKHOXzry8PCQmJmLXrl3YvHmzy9fW6/Xw9vZG37590b17dzRp0gS+vr7IzMzEmTNnMHfuXFy+fBkzZsxAo0aN8Oyzzzq83ogRI3DmzBmMHj0aAwYMQFBQEFJTU/Hdd9/h8OHD2L9/P7766itMnTrVZi1hYWF4+OGH0b59e0RHR0OpVOLq1as4ePAgFixYgPz8fIwZMwY7d+5Es2bNXH6/REREVDuMHz/eHEK/55578Oqrr6J58+bIzc3F+vXrzTcVhw4diq1bt6J169bmc1u1agU/Pz/k5uZi9+7dViHzPXv2OPwzYFxRxtRZ6s4gusFggEKhQO/evdGrVy/cc889CAgIgEqlQlJSEn788UecOXMGK1euRHR0tFVXKyIiIqo6gYGBGDduHKZPn47Dhw9jw4YNGDBggEvXSEtLw6BBg3Dz5k0AwJNPPomhQ4ciJCQEKSkpmDdvHv755x/s378fQ4cOxcaNGyGVSm1eq6CgACNHjkRRUREmT56MXr16wcfHB+fOnUP9+vWxZs0aaDQadO7cGQDw4osv4sUXX7S4hr2g+6effooDBw6gX79+eOaZZ9CgQQNkZ2fjl19+wapVq3D9+nW8+uqr2Lhxo0vvv7x69+6Nv//+GwCwf/9+qyC6wWBAu3bt0K9fP7Rq1Qp169aFRqPBxYsXsXLlSmzbtg0JCQl44YUXsH79epdeW6VSYejQoTh48CCkUilmzJiBkSNHWhyzaNEivP/++wCMf7cTJ05Ely5dzPV+8803yM7OxgcffAAfHx+MHj3afO7s2bNRWFiIxx9/HGlpaRgwYIDVnJiXl1eVvV8iIqK7XXnHfhqNBoMHD8bRo0chCAIGDx6M/v37Izo6GoCxu/icOXNw9epVjBgxAps3b7ZoVjBs2DCsWLECarUaa9eutRp3lGR6eLBZs2ZWDQ/0ej2io6Px8MMP47777kNkZCRkMhkuXbqEnTt3YunSpbh58yaeffZZ7N+/HyEhIVbXX7duHf7zn/8AAPz8/DBhwgR069YNgiBgz549+OabbzBmzBgEBwfbrdG0gkz37t3Rp08fxMbGIigoCPn5+UhNTcXixYtx8OBB7NixA2+++SZ++OEHZ/6aiYiIqBpq0qQJ7rvvPhw+fBgrVqywCqKvWrUKOp0OwcHB6NOnD/75558yvU5GRgZeeeUVqNVqBAcH48UXX0THjh0RFBQEtVqN1NRUHDhwwOacyMKFC80h9I4dO2LEiBGIiYmBr68vsrOzcebMGfz99984efKk1bnVMT9W2jwhEdV8DKIT1RKLFi0yDyIeeeQRLFq0CBKJxLz/wQcfRPv27fHmm29CpVLh7bffxtKlS6u8TtNAKSoqClu2bLHqGNClSxeMGjUKKpUKSqXSpWu3bNkSp06dsnmT8oEHHsDYsWMxbNgw7NixA9OnT8fTTz9t92YpABw+fBirV6+26DzaunVr9O3bF7169cLZs2fx008/4Z133rHq/jlixAi8/fbbkMvlFtvj4uIwcOBAjB07Fn369MG1a9fw9ddfY968eS69VyIiIqodtm7ditWrVwMwTiT98ccf8PT0NO/v0aMHevfujWeeeQYajQYTJkzAzp07zfulUinuv/9+bN682eaSf6bgef/+/bFx40acOnUK2dnZCAwMtDoGsA6ih4aGIiEhAWFhYVbX7tGjB1544QWMHz8ev/zyC2bPno3x48c77IBFRERElWv8+PGYN28esrOz8emnn6J///4QBMHp89977z1zCP3zzz/Hyy+/bN4XFxeHwYMHY/To0fj9999x8OBBzJ8/3+KYkm7evAkvLy9s2LDBInDUpk0bm8cHBwcjNjbWqToPHDiAt99+G++++67F9l69ekGhUGDZsmXYv38/Tpw4YV76tyqUfGAwKSnJav+ff/5ps0t7x44dMXToUCxduhSvvvoq9u7di507d6JHjx5OvW5aWhoef/xxnD59GkqlEvPnz8cjjzxicUxWVpY5oBUcHIwtW7agYcOG5v0dOnTAo48+ir59+yIjIwPvv/8+HnnkEdStWxcAzKE00xyYv79/qf9elfV+iYiIyKg8Y78vvvgCR48ehY+PD3777Td07NjRYn+HDh3wzDPP4KGHHsK5c+fw7rvvWjzk16NHD4SFheH69etYtWqV3SD66dOncerUKQDW3dAB4N1330V0dLRV3W3atMGjjz6KF198Ef369UNmZibmzp1r9SCcRqPBW2+9BQDw8fHBxo0b0bx5c4v30b9/f/Tr1w/Jycl2/z6kUin+/fdfi/GRSdeuXfHss8/i008/xRdffIEVK1ZgypQpVbr6DhEREVWsp556CocPH8Zvv/2GTz/91CLbs3z5cgDAkCFDrDI/rti8eTMKCgoAGDujlxyjAMZxytChQ/H555+juLjYYp8pW3Xfffdh/fr1VpmkHj164OWXXzbP45VUHfNjrs4TElHNIyn9ECKqCebPnw/A+KT/d999ZzGIMBk9ejS6d+8OANiwYYPNpXErW0ZGBgDjjTlHy9YFBAS4dKMUAIKCghwuCa1QKPDRRx8BAC5fvowTJ044vN6YMWMsQugmnp6eGDt2LADjTbyzZ89aHdOgQQOHA9KIiAi89tprAIBNmzaZOy0QERHR3cU0hpNIJPj+++8tQugmDz30EJ555hkAwPHjx606L5jC42fOnLGacDItuffcc8+hXr16EEXRbpf0Jk2aIDQ01GKft7e3zRC6iSAI+OSTTyCVSlFQUGDuAEpERETuYeoACQAnT57EH3/84fS5169fx7p16wAAnTt3thkwl0gkmDFjhvmhttIerJ8wYYJV18uK0KpVK7zzzjs2902cONH89Z3LD1e2kg/7ZWdnW+0vLaz07LPPmoPzf/31l1OvmZKSgn79+uH06dPw9fXFypUrrULoALBs2TLzzc8PPvjAZsgqOjraPHdWVFSExYsXO1WDPZXxfomIiOi2so798vPzzeO4t956yyqEbhIYGIhp06YBMK6eUjLILZVKMWTIEADGMde1a9dsXmPlypUAjHNITzzxhNX+mJgYh/cDmzdvjhEjRgAw3tu804YNG5CWlgYAmDRpklXACwDuvfdevPHGG3Zfw1SfrfFRSW+//TaCgoIgiqLNWoiIiKjmePzxxyGXy3Hz5k1s2bLFvP3MmTNISEgAADz99NPleg1TPiogIMDmGMVELpfD19fX5rkdO3a0CqGXVKdOHatt1TU/VlnzhERUPTCITlQLXL9+3RyGfuSRRxyGsZ9//nkAxqVxd+3aVQXVWTIFmfbt24cLFy5U6mup1WpcvnwZZ8+exenTp3H69GmLwHdpQfRhw4bZ3VfyqbzU1NRSa8nNzUVqairOnDljrsW0XHFubi4uXrxY6jWIiIiodtHpdOYQeNeuXR3e7DKN4QBgx44dFvu6desGwLiEcMmu6OfOnUNGRgakUik6d+5sDqyXPEYURezbt89cQ2m0Wi2uXr2Kc+fOmcc0aWlp5okuW0sAEhERUdV66aWXzF2sP/vsM+j1eqfO2717N3Q6HQDY7WgJGDthP/bYYwCMIWhHcxqO5lbK48knn7QbWGratKm5+YEzczYVqWTThfz8fIfHiqKI9PR0JCUlmcdVp0+fRr169QA4N65KSEjAQw89hEuXLiEoKAh//vmn3a7ipjGkt7e3zRCYyZAhQ+Dn52dxTkWoiPdLRERE1soy9tu7dy9yc3MBAI8++qjDYzt37mz++uDBgxb7TB3ODQaDecW/kkRRNG/v1KkTGjRoUGptKpUKFy5csLifZlp97+zZs9BqtRbHl2yKMHz4cLvXHT58uEsNsAwGA9LS0nD+/HlzHefOnePYhYiIqJaoU6cO+vTpAwBYsWKFefuvv/4KAGjWrFm5u3Wb8lEqlQrr168v07mbNm1CVlaW0+dV5/xYZc0TElH1YP+RGSKqMU6fPm3+un379g6Pbdeunc3zqsrTTz+NX3/9FTdv3sT999+P/v37o3fv3ujUqROaNGlS7usXFBRg7ty5+O2333D27FmHE262lqgpqWnTpnb3lexwZe/G4qVLlzBz5kxs2rSp1KcHs7KyzEscExER0d0hNTUVhYWFAEofw7Vu3RpyuRxardZqDNeqVSv4+fkhNzcXe/bsMd9ANIXcTfu7du2KlStXWnREP336tHkCy14QXavVYtGiRVixYgUSEhKg0Wjs1lna+IqIiIgqn5eXF15//XW8++67SExMxIoVK8yrqzhy5swZ89fOzC8tXLgQgHE8YStU5OPjg5iYGBerd06zZs0c7g8ICEB+fn6pYfCKlpeXZ/76zk5WJps3b8bChQuxb98+i+PvVNq46p9//sG7776L3NxcREZGYs2aNQ7n1kz/vi1atICHh4fd4xQKBVq1aoU9e/ZUyNxhRb1fIiIisq0sY7+jR4+av27durXTr2XqzGkSFxeHZs2a4dy5c1i5cqW5O7vJ3r17ceXKFQC3Q+u2nDp1CnPmzMG2bduQnp5u9ziDwQCVSoWQkBDzNtN4JTw8HOHh4XbPDQ4ORv369R0+RCmKIlauXIklS5bg8OHDKCoqsnssxy5EREQ131NPPYUNGzZg8+bNUKlU8PX1xapVqwBUTGh6wIABCAgIgEqlwrPPPosuXbrgoYceQufOndGqVSuHnc6feeYZ7N27FykpKWjTpg0efvhh9OzZE506dUL9+vXtnldd82OVOU9IRNUDO6IT1QIll/oNDg52eGxoaKjN86pK9+7dMWPGDHh7e6O4uBhr1qzBa6+9hvbt26Np06Z45ZVXcODAgTJd++LFi+jcuTM++ugjnDp1qtSuD44mkACYO5bbUrJrgq3X2bp1Kzp16oT58+c7tYRNabUQERFR7ePKGE4ul5u7jt85hpNIJObuVCW7nZfstl7y85kzZ8w3y0qG0m0F0bOzs9GnTx9MmTIF//77r8MQOsAxDRERUXXxwgsvICIiAgDwxRdfWHWOtKWi55dMnSsrg6enp8P9pnkbZ7vBV5SSgaSSTQwAY7Dptddew7Bhw7B582aHoWyg9HHVkiVLzJ1MFyxYUGqDB9O/U2n/tsDtf9+cnByL1QVdUdHvl4iIiOxzdeyXmZlZptcxNVQoyRQwP3nypMWDjQDMQS6FQmFeUedOixcvRo8ePbBs2TKHIXSTO8cMroxxTJ3jbSkuLsbQoUPx0ksvYc+ePaWOTTh2ISIiqvkeeughBAYGQq1WY82aNfj777+RlpYGiUTi8CE6ZwUGBmLFihWIjIyEKIrYs2cPpk6dit69e6NBgwYYNmwY1qxZA4PBYHXu8OHD8dZbb0EulyM3Nxe//PILxo4di1atWqFly5aYMmWKzfB4dc2PVeY8IRFVDwyiE9Uyriwr5y6jRo1CQkICvvjiC/Tv3998Yy4jIwO//PIL+vXrh9dee83mYMuRl19+GRcvXoQgCHj22WexZs0anDp1Cunp6cjOzoZKpbK4IVjWG2mlycrKwujRo1FYWAgfHx+888472Lp1K5KSkpCRkQGVSgWVSoW1a9dWei1ERERUM5R3DGcKkZ89exY3btwAYOw6BQDdunUDADRs2BAREREQRdEcWDcF0Zs0aWIx4WTy9ttv49ixYwCAgQMH4tdff0VCQgLS0tLM4yuVSoXIyEgAHNMQERFVF0qlEm+++SYA4yosS5cuden8iphfkkjuvqnn48ePm7++Mxi+ZMkSLFmyBADQsmVLzJkzBwcPHsTly5eRlZVlHleZOm6VNq4aMGCAuXPWyy+/jKtXrzpVY1XNHVb0+yUiIiL7XB37lXxYb+vWrdi3b59TH6NHj7a61pNPPmkeX5iC5wCgVqvN98EefPBBBAQEWJ2bmJiIyZMnQ6fTISQkBNOmTcPff/+NCxcu4MaNG+bxwsyZM83n2BszlHeM89VXX2Hr1q0AgC5dumDRokU4evQorl69ips3b5pruf/++x3WQURERDWHQqHAkCFDAADLly/H8uXLARjvuZnue5VXx44dcfjwYSxcuBDDhg1DVFQUAKCgoACbN2/GqFGj0KdPH5sPCr733ns4evQoPvzwQ/Tu3Rs+Pj4AgMuXL2P+/Pno0qULPvvsM7uvXZ3yY3fjPCHR3cb+Gg9EVGOU7LBkCh7ZU7KbwJ2dmUr+4DcYDHYHArY6HrgqKCgIY8eOxdixYyGKIk6fPo0NGzZg/vz5yMjIwJIlS9C8eXO8/PLLTl0vMTER+/fvBwC88cYbmDp1qs3jqqIL/Nq1a5GTkwMAWLp0KXr27GnzOJVKVem1EBERUfXlyhhOq9WaH6i7cwwHWHYz37NnD2JjY5GRkQGpVGq+QQYYb6StXLkSe/bswSOPPIJ9+/ZZnW+Sm5uLNWvWADB2t5o3b57d+jiuISIiqn6effZZfPvtt0hNTcVXX32FZ555xuHxd45N/Pz87B7raH7pbhYfH2/+uuQYDDB2+wSMDwdu2bLFbld3Z8dVAwcOxNChQzF69GhcuHABDz/8MP766y9zN9Q7BQYG4vr166WOO4Hb/77+/v5lvmlZ0e+XiIiIHHNl7BcUFGTxdcOGDcv8uvXr10enTp2wf/9+rFq1Cu+//z4EQcCWLVvMP+dND57d6ZdffoFOp4NUKsX69evRtGlTm8c5Gi+YAu7OjHEyMjJsbhdF0fwA3f33349169bZvUfKsQsREVHt8tRTT2HBggU4cOCAuTHTU089VaGvoVQqMWTIEHPo/cqVK9i2bRt+/PFHnDx5EocPH8akSZNsPkwYGRmJiRMnYuLEidDr9Th27BjWrVuHhQsXIjc3F9OnT0fr1q0xYMAAADUzP0ZEtQMfNyGqBe69917z1//++6/DYw8fPmz+OjY21mKf6ek5wPFESmJioosVOiYIApo3b44pU6Zgy5YtUCqVAIA//vjD6WuUXO7P3vJ+AHD06NEy1+lqLYGBgXZD6FVVCxEREVVf0dHR8PLyAlD6GC4hIcG8rPKdYzgAaNWqlXlZu927d5s7ncfFxcHX19d8nKk7+p49e3D69GlkZWUBsB1ET0lJMb+mo/FVYmIi8vPzHdZPREREVU8ul+Ott94CAFy9ehULFy50eHxFzS/drU6ePIldu3YBMN4kjIuLs9h/9uxZAED//v3thrJFUbToql6awYMHY/78+ZBKpbhw4QIGDRqEa9eu2TzW9O978uRJqNVqu9fUaDRISEgAYPvf1tlgemW8XyIiIrLPlbFfy5YtzV+bmjyVhylofvnyZfP1Vq5cCQDw8/PDQw89ZPM80/20Fi1a2A2hA47vp5nGK2lpaUhLS7N7XGZmJi5dumRzX3Z2tjmINXjwYLtBq/z8fJw/f97uaxAREVHN0759ezRu3BiAcUUXb29vPPLII5X6mpGRkXj++ecRHx9vHsts2rQJRUVFDs+TSqW477778MEHH2D16tXm7SWzVTU9P0ZENReD6ES1QHh4OO655x4AwLp168zduG35+eefARifXuvevbvFvujoaPPXR44csXuNkkvrVbTo6GhzHaZglDNKLiPo6Im70m66VgRTLWq1GgaDweYxhYWFWLFiRaXXQkRERNWXTCYzB8D37NmD1NRUu8eaxnAA0KtXL6v9EokEnTt3Nl/LFES/M2BuCqKfPXvWYmLKVhBdp9OZv3b3+IqIiIjKZtiwYeZQz4wZMxze0OrWrRtkMuMCmrY6MJmUXDWlYcOGaNCgQblq9PDwAGAMQNdUhYWFFqv6TZgwwfx3aWIaWzkaV61fvx7Xr1936bUfe+wxcxg9JSUFgwYNshnCMo0hCwoK8Pvvv9u93h9//IHc3FyLc0py9t+rst4vERER2efs2K9Hjx7w9vYGAMybN8/iHltZDB482NxkatWqVcjJycGWLVsAAI8++qh5351Mr+tovHD9+nVs3LjR7v6SDaF+/fVXu8f98ssvEEXR5j5n58AWL15scSwRERHVDs888wyUSiWUSiUeffRRixB2ZVIoFOYV9XQ6nXk+xhkdOnQwN7sqma2qTfkxIqpZGEQnqiXGjBkDwPgk2htvvGFzMuWnn37C33//DQAYMGAAoqKiLPZ37NjRfJNs1qxZNkPUy5cvx19//VXmOn///XeHkzipqalISUkBAJduZJZcNvCXX36xecyCBQuwYcMGp69ZVqZaCgsLzTdmS9Lr9ZgwYYLDzgxERER0dzCN4fR6PcaPH2+zO+WWLVvMYbDWrVujU6dONq9lCpMnJiZi+/btFttMoqOjERkZCVEUMXfuXABAkyZNEBoaanW9hg0bmjte/vrrrzbHlxs3bsT8+fOdeq9ERERU9aRSKd555x0AQEZGht05EwAICwvDoEGDABhXWLH1sJkoinjjjTdw8+ZNAMDYsWPLXaNpHHLhwoVyX8sdTp48iT59+uDkyZMAjIH+UaNGWR1nmi/atGkTsrOzrfZfuHABU6ZMKVMNQ4YMwbx58yCVSpGcnGwzjD58+HBz4OyDDz7AxYsXra5z8eJFvP/++wAAT09PjBw50uoYZ/+9KvP9EhERkW3Ojv0CAgLM47jjx49j8uTJDgPWOTk55nkke9fr06cPAONDbatXrzbPcT355JN2zzONF5KTk3HgwAGr/YWFhRg9erTDhykHDhyIsLAwAMbwfckVlE3OnTuHr776yu41goODzSsNlqy9pCNHjuDTTz+1ew0iIiKquSZPnoz09HSkp6djzpw5FXbd7du3O8wFFRcXm1eT8fX1RVBQkHnf8uXLzasW27J//35z9urObFVNyY8RUe0iK/0QInKXEydOYNmyZaUed9999+H555/H6tWrsX//fqxevRpXr17F2LFjERMTg6ysLKxevRrLly8HYJwQmj59utV1goODMWTIEKxcuRJ///03hg4dirFjxyI0NBRpaWlYs2YNVq5ciU6dOuGff/4p03v673//i0mTJqF///7o0qULGjduDB8fH2RnZ+PIkSOYN2+eeTD1wgsvOH3d1q1bIzY2FqdPn8ZPP/0ElUqFYcOGISwsDFevXsXKlSuxdu3actXurMceewzTpk2DWq3G+PHjceLECfTq1Qt+fn44c+YM5s2bh2PHjlVJLURERFS99enTB0888QRWr16NvXv3olevXnj11VcRGxuL3NxcbNiwAT/++CMMBgMUCgW+++47u9cqGTrPzc2FTCYzd1K487jly5ebOyvY6oYOAHXq1EHfvn2xefNmbNu2DY899hheeOEF1K9fHzdu3MCff/6JX375BdHR0cjJyUFmZmY5/zaIiIioMjz22GP4+uuvcerUqVJ/Xn/66afYuXMnbt68iTfeeAMHDx7Ek08+iaCgIKSmpmLu3LnmG2QdOnQw39gqj44dO+LixYvYuHEjfvrpJ3Ts2NHcddvX1xchISHlfo3ySEtLw+nTp81/LigoQHZ2Nk6ePIm///4bu3btMu/r2LEjFi9eDLlcbnWdp59+Gu+//z7S0tLQp08fTJw4EbGxsSguLsauXbvw/fffQ6PRoHXr1jh+/LjLdT7++OMQRREvvfQSkpKSMGjQIPz111/mYFZQUBA++eQTTJo0Cenp6ejVqxcmTZpkHi/+888/mDFjhvkhg2nTpqFu3bpWr9OxY0fs3r0bR44cwYwZM/Dggw+aA+4eHh6oV69elbxfIiIiss3Zsd+7776LvXv34uDBg/j5559x4MABjBw5EnFxcfDx8UFubi4SExOxZ88ebNq0CR4eHnjppZfsXm/o0KH466+/kJ2djY8++ggAEBERYV6dz5annnoK8+bNg8FgwNChQzFhwgR06tQJHh4eOHbsGObMmYPk5GSH99MUCgWmT5+O5557Dnl5eejXrx8mTpyIbt26QRAE7N27FzNmzABgDL6bmmGVJJFIMHToUMyfPx+nTp3CQw89hPHjx6NRo0bIzc3Fli1bsGDBAnh7eyMsLAxJSUl23xMRERGRyerVq7F69Wr06NEDvXv3RmxsLAIDA1FYWIjz589jwYIF5jmnkSNHWqyu9/LLL+P999/HwIED0bFjRzRs2BAeHh7IysrCvn37zE2iZDIZnnvuOYvXrSn5MSKqXRhEJ6rGNmzY4FQH708//RT33HMPfv31VwwfPhx79+7F/v37zTcGS6pXrx6WL1+OiIgIu9c6duwYEhMTsW3bNmzbts1if48ePTB9+nS7nTidkZubixUrVmDFihU290ulUvzf//0fBgwY4PQ1BUHADz/8gEceeQQqlQpr1qyx6kYeGxuLRYsWmZehqSwRERH4+uuvMWHCBBQXF+Obb77BN998Y3HMkCFD8Nxzz+HRRx+t1FqIiIio+ps9ezb0ej3WrFmD06dP45VXXrE6xs/PD4sXL0br1q3tXqdly5YICAiASqUCAPONwzuZgugl/2yP6cbllStX8Pfff5u7I5hERkZi2bJlDrtbERERkXsJgoD33nsPw4cPL/XY8PBw/Pnnnxg2bBiuXr2K5cuXW4wbTO6//378+uuvkEql5a7v1Vdfxdq1a6FWq/H6669b7Hv66afx/fffl/s1yuPjjz/Gxx9/7PCY0NBQjBs3Dq+99prdv5OXX34ZO3bsQHx8PJKSkvDaa69Z7Pf09MQPP/yAzZs3lzmY/cQTTwCAVRjd1MX8+eefR25uLj788EPcvHkT//d//2d1DalUiqlTp2L06NE2X+OFF17AggULkJ2djQ8//BAffviheV+XLl2wfv36Knu/REREZM3ZsZ9CocDvv/+OCRMm4Pfff8fZs2fx3nvv2T2+tIcD+/XrB39/f+Tk5CAnJweAcWxiWm3PlrZt2+Ldd9/FZ599hpycHEybNs3qmFdffRX33nuvw4DTo48+imnTpuH//u//kJuba3UdLy8v/PTTT/juu+9sBtEBYOrUqfjnn39w4sQJHD161GosFBgYiMWLF+PTTz9lEJ2IiIicptVqbWavSho8eLDNOZobN25g0aJFWLRokc3zPD098e2331rdO5RKpTUmP0ZEtYfE3QUQUcUJCAjAX3/9hQULFqBfv34IDQ2FXC5HQEAAOnTogA8//BAHDx5Eq1at7F4jODgYW7duxZtvvommTZvCw8MD/v7+6NChA2bMmIE1a9bA09OzzDWuW7cO06dPx+DBg9G8eXPUrVsXMpkMvr6+aN68OcaOHYu9e/di4sSJLl+7VatW2L17N1544QVERUVBLpcjMDAQ9913H6ZNm4b4+HhzF6jK9uyzz2Ljxo0YOHAggoODIZfLERYWhgcffBA//fQTFi5cCImE/wsmIiIiQKlU4qeffsLq1asxePBgREREQKFQwM/PD61atcKbb76Jo0ePomfPng6vI5FI0LlzZ/Of7QXM7+xE5SiIHhkZiV27dmHChAlo3LgxlEol/Pz80KJFC7z99tvYs2dPpT/kR0REROU3cOBAtG3b1qljW7RogYMHD2LatGno1KkTAgMDIZfLERoair59+2L+/PnYsGEDAgICKqS2Vq1aYcuWLXjiiScQGRkJpVJZIdetDFKpFP7+/oiKikKXLl0wfvx4LFu2DKdOncKkSZMcBvPlcjlWrlyJ6dOno02bNvDy8oKnpycaNmyIF154ATt37sTgwYPLXeMTTzyBH374AVKpFOfPn8egQYOQnp5u3j9hwgTs27cPL7zwAho3bgwvLy94eXmhUaNGGDVqFPbs2WP1QEBJ9erVQ3x8PEaMGGHuxuXO90tERETWnB37+fj4YOHChdi6dStGjRqFZs2awc/PzzzmadmyJUaMGIGff/4ZBw8edHgtpVJp9bN96NChpdbw9ttvY+XKlejduzcCAgKgUCgQERGBQYMGYc2aNaU+EGjy2muvYdOmTRg0aBBCQkKgVCoRFRWFZ599Fjt27EC/fv0cnu/v74/NmzfjP//5D2JjY+Hh4QEfHx80a9YMr732Gvbs2YMuXbo4VQsRERERAHz22WeYN28eRowYgbZt25rv/3l6eiImJgZPPvkkfvvtNyxatMhqPmz//v346KOP0L9/f9x7770ICgqCTCaDn58f2rRpg9dffx0HDx60O96qCfkxIqpdBJVKJbq7CCIiIiIiIiIiIiIiIiIiIiIiIiIiIiKqOdiOl4iIiIiIiIiIiIiIiIiIiIiIiIiIiIhcwiA6EREREREREREREREREREREREREREREbmEQXQiIiIiIiIiIiIiIiIiIiIiIiIiIiIicgmD6ERERERERERERERERERERERERERERETkEgbRiYiIiIiIiIiIiIiIiIiIiIiIiIiIiMglDKITERERERERERERERERERERERERERERkUsYRCciIiIiIiIiIiIiIiIiIiIiIiIiIiIilzCITkREREREREREREREREREREREREREREQuYRCdiIiIiIiIiIiIiIiIiIiIiIiIiIiIiFzCIDpRFSguLkZqaiqKi4vdXQrdhfj9R0REtQl/rpG78XuQiIhqC/5MI3fj9yAREdUm/LlG7sTvPyIiqk34c43cid9/RGXDIDpRFdFqte4uge5i/P4jIqLahD/XyN34PUhERLUFf6aRu/F7kIiIahP+XCN34vcfERHVJvy5Ru7E7z8i1zGITkREREREREREREREREREREREREREREQuYRCdiIiIiIiIiIiIiIiIiIiIiIiIiIiIiFzCIDoRERERERERERERERERERERERERERERuUTm7gJqHY0akMkAidSl01RqA/wVAgRBqKTCiIiIiO4OOoMIgwgopBxXEREREZWH3iBCbRDhJWMvCyKqJnRaCDdvuLsKh0RPL8A3wN1lEFE1I4oiCnQifOQcVxERERGVhyiKyNeJ8JExY0VERFRdMIheUUQRij8WQb5hBaBVQ9fpAaifnwx4eDk87UC6GqN3ZeNyvh6N/WT4vlsg2tdVVFHRRERERLXH1QI9Ru+8if3pGgR7SDCtvT+ebux4LEZERERE1op0It7Yr8KK5ELIJcDYe33wYTs/3twjIreS/7kEij8XQ9Bq3V1KqfQx96D4tY8gBtV1dylEdyXlD5/AEBYJQ0wzGKKbQvSv47ZaRFHErFP5+ORILor1wCMNPPBdl0AEKBlIJyIioupP/udS6Nt2gSEyxt2lAAC2XinGK7uzcaPYgPuC5ZjZNRCxgXJ3l0VERHTX4yxHBZEe3QfFHz9D0BRDEEXI92+D4s8lDs9R60UM25aFy/l6AEBSrg5Pb89CttpQFSUTERERlZtwLdXdJZi9vi8b+9M1AIDMYgNe25ONlFydm6siIiIiqnm+O5mHX5IKoReBYj3w3cl8LE8ucndZRHQXkx4/AOVvC2pECB0ApBfOwvPLN4wrqBLdxYqLi/Hee++hf//+uOeeexAaGoqmTZuiX79+WLp0KbQ2/pvOzc3Fe++9hxYtWqBu3bpo2bIl3n//feTn5zv9urKTB6Fc8xM8//cOvCcMgdfrT8Lj26mQr10MacIBIFdVge/SsZ1parx/yBhCB4A/Lxbjo8O5Vfb6REREROWh2LIKXv8ZBc+pL0L+1zIIN9LcVku22oDh27Nwo9iYqTqcqcXYXdnQGUS31URERFQR1q1bh8GDByMmJgahoaFo1aoVXnzxRVy5csXuOampqYiIiEBAQABef/31KqzWNgbRK4j873VW22T/7nZ4zt7raqg0lgOizGIDvj/t/GQaERERkTspf5kDGNz/EF2+1oDtVy1v8OtEYNn5AjdVRERERFRzrbtYbLVtwVnOVxGR+9iaf6/uJGmXofhrmbvLIHKrgoICLFy4EIIgoG/fvhg/fjwefvhhXLt2Da+++iqGDRsGQ4l5pYKCAgwcOBBz5sxB06ZN8corr6BJkyaYOXMmHnnkERQXW49RnCG5eQOyI3ug/H0hPL9+Gz6vDYbX5GHwmPl/kK9bBiH9akW9ZSu2xlXLkgpQqHP/fBoRERGRs6SXk6FcNR/ebz4Nz2mvQr5tDYTc7CqtYfPlYmjuGEKdvKk1N6kiIiKqaURRxKRJkzBixAhcvHgRjz/+OMaNG4f7778fBw4cwOXLl22eZzAYMG7cuCqu1jGZuwuoFQwGSJNOW20Wcm46PO1Kgd7m9h9O52N8cx/4K/icABEREVVv0tRzkMevhfbBx9xaR2axAXobDQ+OZNaMbnlERERE1Ul6ofWc1eEbWmQV6xHkIXVDRUR0V1MXQXrioLurKBP5X79A16FXtVnGnqiqBQYG4tKlS1AoFBbbdTodBg8ejPj4eGzduhX9+vUDAHz77bc4ceIEJk2ahA8++MB8/AcffIBvvvkGc+bMweTJkyukNklWOiRZ6ZD9uwuK3xZA/cKb0HUfUCHXLinNxrhKrQf2pGnQN8qjwl+PiIiIqLJJk05CmnQSimUzoW9+H3SdHoTuvq6Ap3elvu51G+MqANhwqQjdwpWV+tpERESV4YcffsCiRYswevRoTJ8+HVKp5f0XnU5n87zZs2fj0KFD+Oijj/Dee+9VRamlYhC9AgjXL0MosF5GTyguBPQ6QGr7rzmjyHa3g1yNiPlnCvBma98KrZOIiIioMihWzYeubReIdeq6rQaV2va46kimBgZRhEQQqrgiIiIioppJFEWo7mwvBUAEEH9VjScbeVV9UUR0V5OeOARBWzM73Al6HZQ/fYWi/8wEJGw8Q3cfiURiFUIHAJlMhocffhh79uxBSkoKAOMYZMmSJfDx8cGUKVMsjp8yZQp+/PFHLF68uMKC6CUJogHKxd9A36ojxICgCr12tp05q61XixlEJyIiohpNMBggO3EIshOHIC5SQB93P/QN73X5OobgMOib3wd4O85I3bQzrlp/qRifdhAh8F4gERHVIEVFRZg+fTqio6Px+eefW4XQAeP8yZ0SExPxySef4PXXX0fLli2rolSnMIheAWx1QzcrKgB8/G3uSi+y/bQeAMw+lYeXYr3hK+fkNBEREVVvQnEhlEu+RfGEjwE3TfLk2AhLGbeLSMnVobG/vIorIiIiIqqZCnUitLaHVth2tZhBdCKqcrLDu21uVw9+HvDxq9piHNGooVg9H4LB8n+i0qRTkO34E7oHBrunLqJqyGAwYPv27QCA2NhYAEBycjLS0tLwwAMPwNvbspumt7c3OnbsiO3bt+PKlSuIjIx0eH1RpoCrM1SCVgPZrg3QPjLCxTMdsxdE33aluEJfh4iIiMidBK0GskM7ITu0s0znG4LDUPTODIgh4XaPybIzrrqUr8fJbB1a1uG9QCIiqjni4+OhUqkwfPhw6PV6bNiwAcnJyfD390fPnj3RsGFDq3P0ej3GjRuHhg0bYsqUKThw4IAbKreNQfQKIE06aXefUJAP0U4QPcNBED1bLWLh2QJMbMmu6ERERFT9yY7shfTfXdC37+GW11dpRLv7DmdqGUQnIiIicpK9sBQAbL+q5mozRFS1dFrIju2z2mwIDoV28HNuexjaHqEgF4r1v1ptV66cB32bzm5dSYzInTQaDb7++muIoojs7Gzs3LkTiYmJGD58OHr0MM4lJScnA4DNG62m7du3b0dycnKpQfSbnyyC9PolyFLPQ3YxEbJLSZBdToag0zo8Txb/J/IeHAJIrLuQldXNYtv3Ai/k6XH6RgEa+lbca5F7aTQai89EVYnff1QRPDy4UgdZK352AuR7NkF66rDVQ7cVSZJ5HfJNK6EZMdHuMTeL7b/+hktFDKITEVGNcuzYMQCAVCpFly5dkJSUZN4nkUjwyiuv4OOPP7Y453//+x+OHz+Obdu22VyBzp0YRK8AkvOn7O4TCvNhLxaVUeR4kDbrZD7G3OsNLxm7ohMREVH1p1z6HQpj25a6dF5lUDkITB25ocEwdu4kIiIicoqjB/wyiw1IyNIiLrh6TXASUe0lPXMMQmGB1XZd227VLoQOAJpHn4Ps4E5Iblyz2G5cSew7FE/82M6ZRLWbRqPB9OnTzX8WBAGvvfYa/vvf/5q35ebmAgD8/W03d/Lz87M4zpHrN25Aa5AB9e81fgCAXgfPzDR4XkuFV9pF+CedgCL3psV50uwbyNmxAblN41x5e3aJIpCt9gTs9Gf//XQGhtXTVchrUfWRnp7u7hLoLsbvPyoruVyO6Ohop49ft24dFixYgOPHj6OwsBChoaFo3749PvzwQ7sPjKWmpqJLly4oKCjAqFGjMGPGjAqqniqTvtMD0Hd6AEJuNmQH/4Zs/3aHzTrLQ5qY4HC/o+YJ6y8W4+24arRiFhERUSkyMzMBALNnz0br1q0RHx+Ppk2bIiEhAZMmTcKsWbMQExODF198EQBw4sQJfPHFF5gwYQLi4uLcWLltDKKXV0EepNdS7e4WCvPs7ksvtN8RHQBuFBuw6FwhXmnuU9bqiIiIiKqMRJUF5ap5UD//RpW/tkrjIIieyS4wRERERM5yNK4CgK1XihlEJ6IqIzu82+Z23X3dqrgSJyk9oB41GZ5fvGm1S3Zkj3ElsXbd3VAYkXv5+PhApVLBYDAgLS0NmzZtwkcffYRDhw5h5cqV5pB5RQkLC7O9IzoGQGcAQNGJA1DM+q/VIVEn/0HuA4MqpI4CrQiteNPu/iNF3ngzioGp2kKj0SA9PR2hoaHVrjMd1X78/qOqIooiXn/9dSxatAgxMTF4/PHH4ePjg7S0NOzduxeXL1+2GUQ3GAwYN26cGyqmiiL6BUL74GPQPvgYhBtpkB2IN4bSr6RU2GsIuSqH+286CKIn3NTicr4OUT6MwRERUc1guLXSiEKhwLJlyxAeHg4A6Ny5MxYtWoSuXbti1qxZePHFF6HRaDBu3Dg0bNgQb7/9tjvLtos/gctJmnza8QGF+XZ3ldYRHQC+O5GHF5p5w0NW/bq7EBEREd1JvmMdtJ37wNC0VZW+bo6DwFTCTS00ehEKKcdTRERERKVx1F0KALZdVWNKXNXUQkR3OYMB0iN7rDf7BsDQtIUbCnKOvnk7aLv0g3zvZqt9yiXfGlcS82LzGbo7SSQSRERE4MUXX0RQUBCef/55fP311/jwww/NYfScnByb55o6oTsTWvfw8Ci9mPu6whAcBknmdYvNitOH4ZmTCTHUdjdXV9zQOe52vi9DC1GmhCfvAdYqCoXCue9BokrA7z+qbD/88AMWLVqE0aNHY/r06ZBKpRb7dXZ+9s2ePRuHDh3CRx99hPfee68qSqVKJIaEQ/vwcGgfHg7JlRTI/omH7J94q5WhXCXkqQCDAZBIbO53FEQHgA2XivFSLH/XIiKimsE0vxEXF2cOoZvExsYiOjoaKSkpUKlU+OGHH3D69Gls2bIFSqXSHeWWikH0cpImnXK4XyiwHUQv0BqQr7O/1LHJ9SIDlp4vwOh7OVgiIiKimsFj4VconPYjIK+6zisqtf1xlVoPnM7WsnMnERERkRNUpdzUO3RDA5XagACl7ZuCREQVRZJ8GpIc607C+rZdAInUxhnVh/rpcZAl/AMhzzJQK1FlQblyHtTPT3ZTZUTVR69evQAAe/YYHzhp1KgRACAlxXZXTdN203HlJpFC22sQlKvmW+2Sx/8JzdOvlPslSnvAr1gP7L2uxoORDI0SEVH1V1RUhOnTpyM6Ohqff/65VQgdAGQy6whSYmIiPvnkE7z++uto2bJlVZRKVcgQ2RCaJxpC88RoID8Xgta5VYrlm1ZCsWmlxTZBrzc2+/SxfvBQFMVSx1YMohMRUU3SpEkTAIC/v7/N/abtxcXFSEhIgMFgwIMPPmjz2J9++gk//fQTBgwYgF9++aVyCi4Fg+jlJCktiG6nI/qN4tK7oZt8cyIfI5t6s4snERERVTui3AMC7rixnnYJir+WQfPYqCqrQ+WgIzoAHM7UMIhORERE5ITSxlUGEdhxrRiPxXhVUUVEdLeSHd5tc7vuvm5VXEkZ+AZA/cyr8Jj7idUu+Y4/oe38YJWvJEZU3Vy/buxELpfLARgD5uHh4Thw4AAKCgrg7e1tPragoAAHDhxAgwYNEBlZ/k7lJrruA6BYswiCTmuxXb57EzSPvwgoytdlrLSwFABsu1rMIDoREdUI8fHxUKlUGD58OPR6PTZs2IDk5GT4+/ujZ8+eaNiwodU5er0e48aNQ8OGDTFlyhQcOHDADZVTlfHxQ+ntOI3EkHCb24XcbIg2gug5GhH6Ui6+57qazROIiKjG6NbNOMeZmJhotU+r1SIlJQXe3t4IDg5Gr169EBQUZHVceno6tmzZgqZNm6Jjx45o1cp984386VseBj2kyacdHmIviJ5eqLe53VbW/EqBHsuTC10uj4iIiKiyaR5+2uZ2+bplEK5drLI6SuvceSRT63A/ERERERmVNq4CgK1X1FVQCRHd1UTRZhBd9PCCPratGwpyne7+B6Fr2d7mPo+fvgac7BRIVJOdPXsWhYXW97cKCwvxn//8BwDQp08fAIAgCBgxYgTy8/Px5ZdfWhz/5ZdfIj8/H88991yF1if6BULXvofVdqEgF7KDO8p9/WwHK/iZbOO4ioiIaohjx44BAKRSKbp06YKRI0fiww8/xOTJk9GuXTtMnTrV6pz//e9/OH78OObMmQOFgs2C6DaDf6DN7UJuts3tN52Yr9KLwOYrxeWqi4iIqKrExMSgd+/eSElJweLFiy32zZgxAzk5ORg4cCBkMhnGjBmDmTNnWn289tprAIAuXbpg5syZGDNmjDveCgAG0ctFcuUChOIixwfZC6IX2R4kjb7H2+b2/yXkQWdw9tlBIiIioqqh6/kw9NFNrbYLeh08Fn4JGJxfBaY8SuvceeQGb/ATEREROUOlKX3+afvVYogi56mIqPJILqdAknHNaruudSdAXkMCLIIA9XOTIdroqCy5dhHyv9yzTC5RVVqzZg2aNWuGJ598Em+88QY++OADjB07Fi1atMC2bdtw//3345VXXjEfP3HiRLRo0QLffPMNhgwZgg8//BBDhgzBN998g7Zt22LcuHEVXqO296M2t8u3ry33tZ3piJ6Uq0Nqnq7cr0VERFTZMjMzAQCzZ8+Gn58f4uPjceXKFWzYsAGNGzfGrFmzsGDBAvPxJ06cwBdffIEJEyYgLi7OTVVTdSX62guiq2xudyaIDgAbLpWS4aoqomj8ICIicuDrr79GSEgIJkyYgGHDhmHq1Kl45JFH8OmnnyIqKgrTpk1zd4lOYxC9HCRJp0o9xl5H9Iwi2x3Rn2vmjRZ15FbbU/P0WJVSTQZMRERERCZSGdQvTIEosR5WSs+fhGznX1VSRmmdO8+qdMjTVk0onoiIiKgmc6YjenqRASducsUZIqo8Uhvd0AFAf1+3Kq6kfMSQcGgeG2Vzn+Kvql1JjMgdHnroIQwZMgRXrlzB6tWrMWvWLGzbtg3NmzfHN998g3Xr1sHT09N8vLe3N9avX49x48YhMTERs2bNQmJiIl599VWsXbvW4tiKYmjSAvqoRlbbpSlnILlwrlzXdjYwtZWdO4mIqAYw3Go8pFAosGzZMrRt2xY+Pj7o3LkzFi1aBIlEglmzZgEANBoNxo0bh4YNG+Ltt992Z9lUTYl+ATa3S+x1RC92bly17YoaxTr3BcAlF8/Dc+qL8B71ADynvghJ4gm31UJERNVfTEwMduzYgWeeeQbHjh3D3LlzkZKSgjFjxiA+Ph6hoaHuLtFpMncXUJNJzzsRRC/Is7ndXkf0ME8JprT2xXM7blrt+/p4HoY29IRUIrhWKBEREVElMjRoAm2/J6HYuMJqn3LFXOjjOkMMDK7UGkrr3CkCOJapRbdw6050RERERHRbaSvNmGy/qkaroBrSlZiIahzZEesguiiXQ9eqoxuqKR9tvycg+yce0ouJFtsFnRYeP32Fone/BWw83E1UG7Rp0wZt2rRx6Rx/f3989tln+OyzzyqpqjsIArQPPArpov9Z7ZLHr4X6xbfKfGlnOqIDwLaraoy516fMr0NERFQV/Pz8AABxcXEIDw+32BcbG4vo6GikpKRApVLhhx9+wOnTp7FlyxYolbwvQ9ZEv8rpiF6gE7ErTY2+UR5lLa3s9Dp4fDcVksx0AID0Sgo8v5iM4snToY9tW/X1EBFRjRAZGYk5c+aU6dxu3bpBpVJVbEFlxNnNcpAmnSz1GFc6osslQIBSgkENPHBPgPUzAkm5OvyRyq7oREREVP1oHnsehpBwq+1CUQGUS7+r1NcWRRE5TgSmjmZqKrUOIiIiotrA2cAUO3cSUWURMq5BeinZaru+eTvA08sNFZWTVAb1C29CFGysJJZ4ospWEiMi+3T3PwjRw/r/L7J/tgN2Gk45w9nA1O4093buJCIickaTJk0AGB8as8W0vbi4GAkJCTAYDHjwwQcREBBg/hg0aBAA4KeffkJAQACeeeaZqimeqh8vH4hSqdVmwV5HdCfHVQCw/pJ7clXSxBPmELqJoNXC45v3IEkqvdEpERFRTeZyEH3FihWYNGkSevbsibp16yIgIADLli2zOk6r1WLt2rV4+eWX0aFDB0RERCAyMhIPPPAAFixYAL3eOojtSMuWLS0GqCU/Bg4c6OrbKDchNxuSjGulH2cniG6rI3pdDykkggCJIOCNVr42z/vqeB4MIiejiIiIqJpRekL93GSbu2T/7rK7rHpFyNeJ0DsxPDrMIDoRERFRqVRO3tg7kKFx6mFAIiJXyez8/qi7r1sVV1JxDNFNoe33hM19yhVzIWRnVnFFRGTBwwvaLn2tNgsaNeR7N5f5ss4+4FeoE7E/XV3m1yEiIqoK3boZx+OJiYlW+7RaLVJSUuDt7Y3g4GD06tULI0aMsPro29f487Zp06YYMWIEevXqVaXvgaoRiQSib4DVZleD6P4KwWrbxsvFbslVCelXbW9XF8Pz67cguXi+iisiIiKqOtZtt0vx8ccf4/LlywgKCkJoaCguX75s87gLFy7gueeeg4+PD7p3747+/fsjNzcXmzZtwhtvvIEtW7Zg+fLlEATrQYE9fn5+GDdunNX2+vXru/o2ys3pp9Vc6Ihe1+v2cwFDYjzx+bFcJOdaHndGpcNfF4vxSLSn88USERFVkZYtW9odG3Tp0gXr16+32Hbu3Dl89dVX2LlzJ1QqFerWrYuBAwfinXfeQWCg7SXZyLYVK1Zg//79OHbsGE6fPg2NRoPZs2dj+PDhNo/Pzc3F559/jj///BMZGRkIDQ3F4MGD8fbbb8PHp2xLAetbtoe2cx/I92212qdc8i0KY9sCnt5lurYjzoalDt/QVvhrExEREQHGFVrWrVuHefPm4fz588jNzUVERAS6du2KSZMmITo62t0lOk2lce5GnV4Edl5Tc46KiCqcrSC6KEigi+vshmoqjmbIKMj+3QVJ5nWL7aaVxIpf+8hNlRERAOh6PwrF9j+stsu3r4W2z+OAC/czTVQ2HtpTSABbz/JtvVqMXhEeLr8GERFRVYmJiUHv3r0RHx+PxYsXY+TIkeZ9M2bMQE5ODoYOHQqZTIYxY8bYvMbu3buxZcsWdOnSBTNmzKiq0qmaEv0CAVWWxTZ7QXRbD/jJBGBwtCd+Tiy02J5RZMC/NzToUFdZccU64c7f9UoSCgvg+eWbKHz3W4gR0VVXFBERURVxOYg+c+ZMNGzYEPXr18eMGTPw4Ycf2jzOx8cHX331FZ5++ml4e98OHH388cd4+OGHsXnzZqxduxaDBw92+rX9/f3x7rvvulpypZCedy6ILthZsi/DVkd0z9vLzkglAia38sX4PSqr4748nodBDTxcCvETERFVFWcfHDt06BAGDx6MoqIiDBgwADExMThx4gTmzp2L7du3Y8uWLahTp05VlV3jOfuwIAAUFBRg4MCBOHHiBHr37o0nnngCCQkJmDlzJvbu3YsNGzbAw6NsN77UT4+HLOEAhPxci+2S7EwoVs2HZuSkMl3XEWfDUlcK9Egv1CPUy3qpPyIiIqLymDp1KmbPno2wsDAMHDgQvr6+OHnyJH7++Wf89ttv2Lx5M2JjY91dZqkMomgzMNU5VIF96dary2y7ymYJRFSxBFWWzSYw+matAL+Aqi+oIik9oX5+Mjy/estql+zfXZAe2QN9265uKIyIAMAQGQP9Pa0hPXvcYrvk+mVITx+Bvvl9Ll/zZrH1uKp9XQVO3dRazWdtu6LGpx1cfgkiIqIq9fXXX6Nv376YMGEC1q9fjyZNmiAhIQG7du1CVFQUpk2b5u4SqQYR/aybkgm5KpvHZtkYVwUqJXi4gXUQHQDWXyyu8iC64CCIDgBCXg48v3gDRe99BzE0ooqqIiIiqhqS0g+x1LNnT6c6kNerVw+jR4+2CKEDgLe3N8aPHw8A2Lt3r6svX21IneyILmg1gMZyOT1RFG12RA/1tPznGNrIC/V9rINSJ25qselysQvVEhERVR3Tg2N3ftzZmXvixIkoKCjA0qVLsXTpUkybNg1//PEHPvroIyQlJXGyykUzZ85EQkICkpOT8cILLzg89ttvv8WJEycwadIk/P777/jggw/w+++/Y9KkSThy5AjmzJlT9kL8AqB+erzNXfL4tc6vKuMCZzuiA8CRTOsAFREREVF5pKen4/vvv0dUVBQOHDiA//3vf/jwww/x22+/4eOPP0ZeXh5mz57t7jKdkqcVYbDxjF/nUCXqeVlPI267UgzRDUsdE1HtJT26F4KN/6/o7+vmhmoqnr5lB2jvf9DmPuXib4CigqotiIgsaHs/anO7PH5tma6XbeMBv2APCXrb6HyemKPDxTxdmV6HiIioqsTExGDHjh145plncOzYMcydOxcpKSkYM2YM4uPjERoa6u4SqQYRbTxsLOTZ7oh+08a9wDpKCbqHK+Ejs27iucENmSpHHdHNx6iy4PnFZAhZGVVQERERUdVxOYheEeRyOQBAKnWtG6VGo8GyZcvw9ddfY968efj3338ro7zS6bSQXDjr9OHCHZPHORrR5rJ7JTuiA4BcIuCNVr42r/nl8Tze6CMiohrrwoULOH36NNq2bYsBAwZY7Hv11VdRp04drFixAgUFvAHrLGcfFhRFEUuWLIGPjw+mTJlisW/KlCnw8fHB4sWLy1WLrktf6Jq3s9ouiCKUC78EdNpyXf9Otrp22nMks2Jfm4iIiOjSpUswGAzo1KkT/P39LfY99NBDAIDMzEx3lOYyew/4BSgFPBhpHZi6VmjAGRUDU0RUcWSHd9vcrruv9nQKVz/zKkRvP6vtppXEiMh9dPd1g8HfujOn9MgeCDdvuHQtURSRbScw9WCE7e6c26+qbW4nIiKqTiIjIzFnzhycO3cON27cwMmTJ/Hll18iJCSk1HO7desGlUqFGTNmVEGlVN3Z7IheWABorZtK2Qyie0iglNqeszqfo0OiqmrvCZbWEd1EkpkOz+mTIaiyKrkiIiKiquOWIPrSpUsBAL1793bpvPT0dIwfPx7Tpk3DW2+9hQcffBC9e/fGhQsXKqNMuyQXk4ydzu9gCAiyfUJhvsUf0210QwesO6IDwNONvRDpbR3YP5KpRfw1TkgREVH148yDY+np6QCABg0aWO2TSCSIjIxEYWGh+x46q8WSk5ORlpaGjh072ly5pmPHjkhNTcWVK1fK/iKCAPXzkyEqrG+qSa+mQr7+17Jf2wZ2RCciIiJ3atSoERQKBf755x/k5uZa7Nu0aRMAoEePHqVfSOP+eR57D/gFKCV4wEbnTsDYFZ2IqEIU5EF6+qjVZn10U4hBtaizol8A1M+8YnOXPH4tJFdSqrggIjKTyaHr8bDVZsFggHznXy5dKl8nQmtjaBWolNgMSwHAVo6riIiI6C5iqyM6AAh5Kqtt2cXWA6tApTFjNbC+7bHV+ktVOLbSaW0Gy0XBdixPkn4FHl++CeTnVHZlREREVUJW1S+4aNEibN26Fd27d0ffvn2dPm/48OG4//77ERsbC29vbyQlJWH27NlYsWIFHnnkEezbtw++vra7h5dUXFz+gYbH2eM2t2uat4PH3s1W27XZWdAF1jX/+XKO7afuAqR6m/W9co8H3jts3RF2+pEcdK4jQhCsl5mh6kWj0Vh8JqpK/P6jiuDhYfsXeFtMD46V1LZtWyxYsAAxMTEAgKAg48NbFy9etDrfYDCYQ9BJSUnOhXbIacnJyQCAhg0b2tzfsGFDbN++HcnJyYiMjCzz64h160Ez+HkoV8612qf4cwl0HXpCDC+9g7szcuwEpur7SHEp3/IBwMM3NBBFjp+IiIio4tSpUwf//e9/MXXqVHTo0AEDBgyAr68vTp48iV27dmH06NEYO3ZsqddRLPkOmhenlHpcZbL3gF+gQoKu4UrIBEB3xwJ9266qMaFl6XNyRESlkR3/B4LeepUFXbvubqimcum69INu7xbITh+x2C6IImR7t0Az7GU3VUZE2p6DIF+3DIJoOS6S/f0XNINGADLnbq3a6oYOGMdVdT2laB0kx/Esy/uFu9LUUOtFKKWctyIiIqLaT/S17ogOAEJONsQ6dS222eqIHnQriN4n0sPmnNWGS0V4vVXVzFkJWRkQRNFqu/bhZyA9fRjS5DNW+6RXLsDzq7dQ9Pb/AE9vq/1EREQ1SZUG0Tdt2oQpU6YgKioK8+bNc+ncd955x+LPrVq1wty5xmDTihUr8PPPP+PVV18t9TrXr1+HVlu+5VeiT1p3ZxX/n737Do+qyvsA/r1lWia9EkhCQgm9hV5CR6VjWVdFQVeUVRQBX1DRtawoIKK4NCsiioori4IgLaFXCb1oIKEkBAIhpGfKLe8fMZHJvZNMkikpv8/z7PO+OffOvWdITM6c+z2/wzC4FtYUMSrnZ125hHyNd9nXv9/kAKhsu5eXhbQ05eCpvw4I1uqRZbFdKXc4S8BPpzPQzd/xKqDEs0orABPiCfTzR6pLo9EgOjraoXMdXTjWokULREdH4+jRo9iyZQvuvvvusmssW7YM2dnZAIDcXFoF7mylVTr9/PxUj/v6+tqcV5mKFvmZBo4Bd2A7+LQUm3ZGsEL7xQLkzpgPsDXfoOdWkfrYbmAjHqsu2AbRcywyfs8qQoyPcscZUjfQAiviafQzSJyhKov8SN0wZcoUNG7cGFOnTsWKFSvK2nv37o0HHngAvAOBJe5MEkz5eYBG68quVuhGgXpVdi9GgE5i0C2Yx8GbtiHRA5lmZOUXw1tDgam6hv6mEU8r/zPo89su1fOK2veA6IQCM7WN5ZHnEPDWPxW7r3JHdsM0ZiJAC6gdQuMq4mxyUCjELr3BH91n087m3AJ3bB/E7o4VzbAbRNeXzIUNbaJTBNELBRkHMy0Y0FjlGSIhhBBCSD0j+9kJoufl2HxdLMgoFpUh78A/g+j+upICCjszbOe1frtpxfUiEY28XP9MkM26rtouRTaDZfjfYZg3DdyVFMVx7uIfMHzwMor/7z1AZ3B1NwkhhBCXcVsQfevWrZg4cSJCQ0OxYcMGNGrUyCnXfeKJJ7BmzRocOnTIoSC6M+7re+2Sok2MaIaAFq1Vzw81GuAfGfnXuYXFAIoU57Vv2giRdkJRzxcX441jytd8c8Mb93ZQD5KR2sNisSAzMxNhYWHQaj33QJk0TPTzR9zJ0YVjDMNg4cKFeOihh/Dwww9j5MiRiImJwenTp5GYmIi2bdvi7NmzYJ0QUiauVdkiv6xhD6HVl+8qqgBozp9C0S/f41aX+Br3IT1bA0Bj08ZBRhs+D2qL/7YnZ+KeUFHRTuoWWmBFPI1+Bkl1VWWRH6k75s+fj/fffx+zZ8/Ggw8+CD8/P5w6dQqzZ8/GqFGjsGrVKowYMaLCa7CWYuTu2Ya8lh3d1Guli5nqxRNM2ZlIM8uI8+JxELafK60S8NOZaxgQROOruor+phFPy8zMBGO1oMOpw4pjpqBGuCQwQFqaB3rmekzLjgg4a1v4hruRgZtHD8EU2sRDvao7aFxFXMU6eJwiiA4AmsSfax5E1/4ZRI/QY+HJAsXx7VdNFEQnhBBCSIMg+/qrtjP5t22+VquGDgCB+r+eI4+I1CuC6ACwOc2Ex1u5vto4Yy+IHtwIMPrANPN9GN6dCvaa8rMtl3wK+o/+BdP0dz1aoIIQQgipCbcE0bds2YIJEyYgKCgIGzZscOrEYFBQEACgqEgZ0lZT0+oYzK0b4G5nKdrllu2hCQhSfY3WagZ7x32zrerVpSL9DdBr1AN3T7XXYvE5E7JMtgOsfTcEHM9l0CuMJqXqAq1WSxVaiMfU2p8/SQKTnwPZN4AqPdVjagvHhgwZgl9//RULFizA7t27sXXrVrRp0wbffPMNdu3ahbNnzyI4ONjDPa9/Siue26s2X1oJvfS8ylS6yC8yEqbL42BIWKc4FLHjfzAOuAeyX6BD97JHTMsHYFtBzk/LYmhsGF75PUdxfhrjh8hI2uKurqIFVsTT6GeQEFLezp07MXfuXDz77LOYPn16WXvv3r3x/fffo3PnznjttdcqDaIDQJP0P+A3eKQru1shJl+9eEKrqHA09uJwn7eAZZeV48iTVl88GumtaCe1G/1NI55258+g99kkcFZldX6p+wBE3lHkpb7h+gwFzip3YI26loLirr080CNCCACI7bpCCm0M9kaGTTt/9iiYjMuQGzet9Br2guilganuIVr4aRnkWmyLN2xPN+Ht7lSAihBCCCH1n+zrWEX0Wyb14gcBujuC6FF6zDqknLPaeLnYLUF0exXR5eCS56iybwCKZ31QEka/eU1xHn/mCPTL3oJpyluAAzsrEkIIIbWNy/96lYbQAwICsGHDBjRr1syp1z9ypGSSNioqyqnXtYe7cEa1XWzRDvBSf+DGFNpWNMgsVg6SjDwDbzshdADw4lk8184bbyblKY4tOJGPtXdREJ0QUrcwGZeh2fkLNPu2gCnIg+TjD6Hf3bAOHA25UYSnu0eczN7CsW7dumHNmjWK85cvXw4A6NKli+s718A0b94cAJCamqp6vLS99LzKOLLARXzwKUgn9oPNsq20yBYVwPfHz2Ce8oZD97InX1BWj/LTsWgR6IUQfR5ullvId+K2VDsX5pAqqbULrEiDQT+DhJBS27ZtAwDExyt3egkLC0PLli1x8uRJFBQUwNu74rC27uQhCBoe4DzzwKlQUi+e0MjXAD3PomsjGWGGfGQW246vdlwXoNPpwNDi4jqJ/qYRT9NqtTCcOqh+sOeg+v3z2S0e8sqFYATbncb0Jw5AfuBJD3WKEAKWhXXwWOi+X644pNmxHpbxz1d6idtmWbW9NDDFswwGNdbjp0vFNsfP5QhILxAQ4U0BJEIIIYTUb7KPv2o7k2dbEd3uAr87gugR3jw6B2lw/JbtZ6td18zIt0rwqSCP5QxqFdFljdYmbC8HhqD4pQ9geOd5sCoFUPmj+6D7fB7MT78CsJxL+0sIIYQ4m0v/0m7btg0TJkyAv78/NmzYUGmgyWq1Ijk5GRcvXrRpT05OVq14npycjDfffBMA8MADDzit3xVh7QXRW7aHbC+IXmQbjrpRrBwkhRoq/1Y82caIAJ3ygV7CVTOSbiqrxRBCSK1jtYA/mAD93GkwvjIR2i3/BVNQssCGzc+B9tc1ML70KPTzZ4A7vBMo9xCO1F1VWTh25coVHDx4EK1bt0a7du1c3bUGp3nz5ggPD8ehQ4dQWFhoc6ywsBCHDh1C06ZNERHhxAUhei+YJ8xQPaQ5vAPc8f01unyORTm28texYBgGcSHKyo4nbllgldQfBhJCCCG1zYYNGzBu3DjExMQgLCwMHTt2xJNPPon09HSb844cOYKHH34YzZo1Q2hoKOLi4vDOO++guLjYzpWJs1gsJXMyWVnKB0gAcOvWLbAsC41GU+m1mPxcsOdPO7V/VZGj8mBPywIGrmQ+imEYDGmiDISmFYhIzhVc3j9CSD0lCuCPHVA0S4EhkGJaeaBDbmQwQmzXVdHMXbkARqVKHqkZd46rMjIysGzZMtx7771o3749QkJCEBsbi8cee6xsnqy8uXPnwt/f3+7/Ll++XKP3T6rGGn8PZI1yXkmzdzNgrvxnIdtOYCpA+9fzwKER6kWmEq6qLw4khBBCSN2zZs0aTJs2DQMHDkRoaCj8/f2xevVqu+fn5eVh9uzZaN++PUJDQ9GhQwf861//QkGBsihTZRISEjBixAhEREQgMjISo0aNwq5du2rydpxLq4Os91I0l6+Ibm9cdWcQHSipil6eRQIS0l0/tipfjAsA5OAwxY7wckg4imcthGQnhK85sB36D14Gd3QvoLJrGCGEEFJbVXk5/apVq3DgQMmk8NmzZwEAX3/9Nfbu3QugZNvhCRMmIDk5GY8++ijMZjP69euHH3/8UXGtqKgojB8/vuzrjIwM9OjRA5GRkTh16lRZ+9q1a7Fs2TL06dMHkZGR8PLywoULF7Bt2zZYrVbMmDEDffv2repbqRa1iuiSbwDkkHCAYSBrNGCstsHJ8kF0tYroYYbKV7P5aFg809Yb7x7LVxybczQP6+4OrvQahBDiCUzm1ZLq53s2gclXbolVHn/2KPizRyH5BkDoPwLWgaNKfs+SWi05ORkRERHw8vJStKstHCsoKIDRaLSpmpibm4vJkydDFEW8/vrrbul3Q8MwDB577DG89957WLBgQdn3BgAWLFiAgoICzJihHhqvCbFTT1h7DYHmYILimO6rD1HUqjNgUE42OSLHogyV+//5UK9rsAZb0kw2x0wicPa2FZ2ClA8TCSGEkNpClmVMnz4dK1euRExMDO6//354e3vj2rVr2LdvH9LS0soWjq1fvx7/+Mc/wHEcxowZg9DQUBw6dAgLFizAnj178PPPP0Ono53UXKVXr1747LPPsGzZMowZMwZ+fn5lx1asWIGrV6+iV69eDn8P+CN7YGnd2UW9rdjtChb4lRoWocO3F5QFI7ZfNaOVf+Vhe0IIKU+TfApMoXInUCGun+KhfX0kxPUDf0JZEZ5P2gPrPQ96oEf1jyfGVZ9++ikWLVqEmJgYDBo0CMHBwUhJScHGjRuxceNGfP7557jvvvtUX/vwww+rFnO4c4xB3MDbD0LPQdDs3WLTzBQVgj+QAGHgqApfbq9yZ8AdgSm1BX4AsC3dhImtjFXsMCGEEEJqozlz5iAtLQ1BQUEICwtDWlqa3XMLCwsxcuRInDp1CoMHD8YDDzyAkydPYvHixdi3bx82bdrk8I5Ra9asweTJkxEcHIyHH34YALBu3TqMGzcOK1euxNixY53y/mpK9vUHY7KdZ2Lysm2+thtE19sG0UdGGVTzVBuvFGNcjKGGPa2YWkV0KbiR6rly46YwzXofhrnTFHkyAOBP/Qb+1G+QvbwhdOsPodcQiG06U5V0QgghtVqVg+gHDhzAd999Z9N28OBBHDz410TphAkTkJmZCbO5ZFXZ2rVrVa/Vt29fmyC6PfHx8UhOTsbJkydx4MABFBUVISgoCMOGDcOkSZMwePDgqr6N6rGYwV5OVjRLLdqVTYjLXt5gcm23iYGTKqIDwNNtvLHkdAHyrLaBqx0ZZuzKMGNAY3qwTAipJQQB3LF90OxYD/5MUrUuwebdhvaX1dBs/BZi+26wDhoDsXNvj21TTypW1YVjGzduxNtvv434+HiEh4fj5s2b+PXXX5GVlYVXX30VI0aM8OC7qXscXSwIAC+88AI2bdqERYsW4eTJk+jUqRNOnDiBxMRExMXF4ZlnnnFJHy2PTAF/6jCYQttJIDb7JrRrv4Dl0cq3NVaTqxaYKg2iq1REB4BjWRREJ4QQUrt9/PHHWLlyJSZNmoT58+eD42wfNAhCSfXp4uJizJgxAwzDYMuWLejcuTOAksDVrFmzygLS06dPd/dbaDDGjRuHL774Avv370e3bt0wfPhw+Pn54cSJE9i9ezcMBgPeeecdh6/HH90Ly/jnPBK+zDErF/jdWbUTAAY11oNlgPIbzGxPN2FKO/XdAgkhpCJaO7tkid36u7knniHG9YW88gMwsu1nWwqiO48nxlVxcXH45Zdf0K9fP5v2/fv3Y+zYsZgxYwZGjhypGmp/5JFHEB8fX813S5zJOnicIogOAJrEnyEMGFnheE0tiO7NM9Byf70m3ItD+0ANTmfbFrjadc0MiyjbnEsIIYSQumnx4sVo1qwZoqKi8OGHH+Ktt96ye+5HH32EU6dOYdq0aTaFpN58800sWrQIy5Ytc6iYVE5ODmbNmoWgoCDs2rULTZo0AQBMmzYN/fv3x4wZMzB48GD4+PjU+P3VlOwbCNzIsGlTVEQ3qQfRg8pVRG8bwKOpN4fLBbbFQbekm2CVZGhYF42tBCuY28qdEmU7QXQAkKJaoPj/3oPhvRfBmNR322GKCqDZvQma3Zsg+QVC6DkIQq+hkJq1bhCLtgkhhNQtVU7yLV++HMuXL6/0vPj4eOTk5FTp2k2bNlV9Tb9+/RSTdZ7AXvoDjKisZi62aPfXF17eQLkg+p1hK0GSkaUySHKkIjpQUoXqmXbemH9cuYrv30m52B4eYlOlihBC3I25eQ2aXRvB794ENje78hc4ck1ZLlv5K/kHQxgwAtYBIyEHhTnl+sQ5qrpwrG3btmjXrh127NiBW7duwdfXF926dcOUKVPQv3/DeNjsTI4uFgQAo9GIjRs3Yt68ediwYQP27NmDsLAwPPfcc3jppZdgMLimKoDsFwjzQ89C/8V8xTHN9v9B6D0EUvO2VbumLCNH5cGev65kPNQlSL0qZ9JNCx6nylKEEEJqqeLiYsyfPx/R0dGYN2+eIiwFADxfMqVz+PBhZGVlYdy4cWVhKaBkF5RXX30Vn332GVasWIFp06bRfIGLcByHdevWYdmyZVi3bh1+/PFHWCwWhIaG4sEHH8SLL76IVq1aOXw99lYm2EvJkGIcf42z5NipiF7+6+4hWhy6Ybs98L7rZhRaJRg1jhVbIIQQAIAsQXv8gLLZ2xdibAcPdMj9ZN8ASLEdwP1xwqadPX8aTG42ZL9AD/WsfvDUuGrMmDGq7X369EF8fDwSExNx9uxZdOnSpfpvjric1Kw1xOhYcJdsi1Rxl8+DTT1X4TyWWuXO8uMqABjWRKcIoudbZRy6YUF8OBWfIoQQQuq6gQMHOnSeLMv4+uuv4e3tjZkzZ9ocmzlzJj7//HOsWrXKoSD6Tz/9hNzcXLzyyitlIXQAaNKkCZ566inMmzcPv/zyS1mldE+Sff0VbUyebebKXkX0gHJjK4ZhMLKpHsvOFNq051lk7LtuxsDGjlWTryom+6ZiYTFgvyJ62fHmbWGa9i70C18CY7VUeC6bmw3t1rXQbl0LKbQxhF5DYO01BHKT6Jp0nRBCCHEaKilbBdz5M6rtYsu/guiyl3LF4J1bqdwySVDWlnK8IjoATGnnjc/OFSoGW0lZVmy8YsKopq7dUoYQQhREAdyJg9Ds2ADu1GEwstpvOnWyRgOxZQdwyafACNZKz2dzsqD9eRU067+B2KknrINGQ+zYk7aiqgWqunCsQ4cOWLNmjQt71LA4uliwlJ+fH+bOnYu5c+e6sFdKQvw9EPZvBX/umE07I8vQrXgfxW99CvCOD1GLRRkqeamyiuiBeg4xPhwu5tsuJkzKqnhChxBCCPGkxMRE5OTkYPz48RBFEZs2bUJKSgr8/PwwcOBANGvWrOzczMxMACWL+8vz9/eHv78/0tLScOnSJcTExLjtPTQ0Op0O06dPd1rleT5pDyyeCKKrBaa0yqDd0CY6RRDdIgF7r1twd6RrHuoRQuonr4zL4HKUleOEzn0a1I54Qtd+iiA6I8vgju2HMHCUh3pVP9TGcZVGU7JoXi0UD5RUTU9KSgLLsmjWrBkGDhwIb2/adcQjGAbWwWPBrVigOKRJ+BnmCoLoauOqQJUg+tAIPT48VaBo355uoiA6IYQQ0oCkpKTg2rVrGDJkCIxG20JKRqMRPXv2REJCAtLT0xEREVHhtUp3Sy5fJAwAhgwZgnnz5mHfvn21JIgeoGhj8nIAWS6r+q0WRPfVMuBVKpyPjDIogugAsPGKyWVBdDbrump7RRXRS4ltusA09W3ol/0bTLGy36r3u5EB7fqvoV3/NcSo5hB6DYEQP1z135IQQghxl4Yzk+sE3IXTijaZ4yFF//VgUPZSTgbeGUTPLFZWVAeAMC/HA5S+WhYvdvLBq4dzFcfmHM3D8Eg9OFdtKUMIIXdgsm+UVD/ftRGsynZTFZHCo2AdNBrWvncD3r5Afg40e7dAs2MD2Mz0yu8tS+CPHwB//ACkwFBYB46C0H8E5IDg6r4dQog7MAzMj78I7rUnwFhtF59w6anQ/LoG1tHjHb5cjll94cudFaa6hmhxMd92W7vfcwQUWCV4U8VOQgghtdDx48cBlIST+vbtiwsXLpQdY1kWzz77LObMmQMACAoKAgBcvnxZcZ3c3NyynecuXLhAQfQ6hE/aA8sDk9x+39sqK/z81Cp3RujxzjHlbn3b000URCeEVIn/H0dV24VuDWunNKFrPHTfLlW080d2UxC9hmrbuCotLQ07d+5Eo0aN0K5dO9VzyhcN8PPzw7x582pFUKghEnoNgfz9MjBFtsEg/nAizI88C3j7qb7utkpgqnzVTgDoEaqFr4ZBntV2jmv7VRPe6q5+bUIIIYTUPykpKQBgs1DyTs2aNUNCQgJSUlIqDaKXXqt58+aKY6VtpedUxmQyOXRedbFe3ii/tzEjCjDfvlWWv7pZJCheF6BlVPvWyVdGoJZBtsV2bLXxcjH+3Unnkh0jddfSVNtNPgEQHPn3i+2E4jc+gX7neuh+2wnu1g2H781dSQF3JQWaX75F/j9mwtqhp8Ovrc0sFovN/yXEnejnjziDXt/wnpNQEN1Rsgz2wllFs9S0JaD9qyKBWhAddwTRbxSrbxkToq9aCOrJVkYsP1OA9ELbYPvvOQLWpBThkZZGO68khJAakkRwp34rqX5+/IDqNlP2yBwPofsAWAeNhtSqU9kqZgCAjz+sw/8O6z0Pgjt3DPyODeCT9oARlR8sy2Ozb0D3vxXQ/rQSYpe+JVXS23UDWAqYElIbyY0iYBn7OHQ/fqY4pv15JYTuAyA3qngSrVSOWjl0AH7av/77jwvW4sdU2yC6JAMnblnRtxFVliKEEFL7ZGWVLPJcunQpOnXqhMTERMTGxuLkyZOYNm0alixZgpiYGDz55JPo2bMnfH19sXHjRpw4cQKdOnUqu867775b9v/n5ioXs5Pai824DObaFcjhUW67pyjJyLMoF/kFaJWfqzoGaRCiZ3HTZDsW237VtQ8nCSH1jCzD7/djymadHmK7rh7okOfIwY0gNo0FdznZpp07e7Tk+YLacwfikNo0rrJarZg8eTLMZjPefPNNRUX09u3bY8mSJejXrx8aNWqEzMxMbNmyBe+++y6effZZ+Pn5YcSIEdW6N6kBnR7WfsOh3fqjTTNjtUKz+1dYRzyk+jK1yp1qQXQNy2BAYx02XLYdR525LSCjUERjI+0ESgghhDQEeXl5AEoWIarx9fW1Oc+Ra5W+5k4+Pj4OXwcArl+/Dqu18l3NqytYlOGl0p6ZfA7moJKK4pn5OgC2YyIjrEhLUw+A9/HX4pcbtnG4jCIJ236/ijbeju/s7qhGF8/DR6U9zSxCsNNHVd2GAV2HwJieioAzh+F/9gg0RcpCEGrYogL4LH8bqX9/HvnN7O/aU9eU7lpFiCfQzx+pLo1Gg+joaE93w+0oiO4g5kYG2LzbinaxRbmKFaoV0fPLto2xWxHdULWJJD3P4KXOPnh+X47i2LvH8nF/My/oOKqKTghxHibnFvjdm6DZ9QvYrKoNuKSwJrAOHA1rv3sAX/9KbsRAbBsHsW0cLLnZ4Pf8Cs3OX8DevFZ5HyUJfNIe8El7IIWEwzpgFIT+wyH7BVapv4QQ17MO/zv4gwng0lNt2hmrFbqVC2F66QPbxSp2qG1zDAD+dwSmugaXr6VQ4miWhYLohBBCaiVJKvn7ptVqsXr1aoSHhwMA+vTpg5UrV6Jfv35YsmQJnnzySXh7e2POnDmYOnUq7rrrLowdOxahoaE4fPgwjh8/jtjYWCQnJ4OlRZp1Dp+0B9ZRju8UU1Plq3CW8lcJTLEMg8FNdFiTYrvY72K+iJRcAc39aMqREFI57toV6LOVc0xix542xV8aCqFrP0UQnREF8CcOQeg9xEO9qvtqy7hKkiQ8++yz2L9/PyZOnIiHHlKGl0ePHm3zddOmTfH000+jVatWGDduHObMmUNBdA+xDh6jCKIDgCZxPaz3PKgoiCLLsmpF9ECVcRVQsttM+SA6ULLIb0IsFZ4ihBBCiOc0atTIpdfXXlffaaix0QAhMhIAUHj8NgDbsVWYjx6RkaGqr72fseCXG8oA9zFrIO6KVIu914y3VTmOk3kNwlu3q17hvKimQJ9ByBVFaH4/Bt3hndAe3w/WVFThy1hRQPP/LkPuC+9AaNm+6vetRSwWCzIzMxEWFgatVuvp7pAGhn7+CKkeeirkIO7CGdV2sdwfb9moXOfGiCJgMQE6g92K6KGGqg8+Hm7hhcWnC5Cca1stOL1QxJd/FOKfbalKCiGkhiQJ3Nmj0OxYD+7YvpLfZw6SOQ5iXL+S6uRt4qr1IUv2C4R11HhYRzwM7kzSX/2QKq/Czt68Bt2Pn0G7bgWEuHgIg0ZDbNOFqqQTUlvwPMz/+D8Y3p4CRrYNPfHnjoHfsxlC/+GVXibXTkV0f91fIfYOQRpwDCCWy1Ydvem6Cg6EEEJITZRWK+rcuXNZWKpU27ZtER0djdTUVOTk5MDf3x8TJkxAeHg4PvroI2zatAmiKKJLly74+eefsWjRIiQnJyM4ONgTb4XUAH/EvUF0tbAUYLvA707DIvSKIDpQEphq7kdzUoSQymmP7VNtF7rGu7kntYPQrT90/1uhaOeTdlMQvQZqw7hKkiRMmTIF//3vf/Hggw/iww8/rNLrBwwYgJiYGJw9exZ5eXmqlS2Ja8nhURDaxoE/e9Smnb2ZAe7MEYgdeti0FwgyBJU1fgE69aILQ5qob9m9PZ2C6IQQQkhDUTrGs7f7TkVVzu1dKy8vD4GBtgXb8vPzHb4OAOj16uMUZ+GC1cPkOlMh+D/vfVtlB78QA2+3b3dHa2HYX4Dicg8Gt2RY8UYP578fze2bijY5uBH0Xk4IvXftB6FrPwgWM7gTB6A5mFiya72g/oyTsZrht+R1FL/8AaSY1jW/v4dptVqX/wwSYg/9/BFSNRREd5C9ILrUwnZLE9nOFplMYQFkncFuRfSQKlZEBwCeZfBqnC8m7shWHHv/RD7Gt/SCj4YCl4SQasjPgWb3Jmh2/AL2ZkaVXioFN4J14CgI8cMh+wc5pz8sC7FDd4gduoO5nVVSmX3nL2Czb1T6UkYUofltJzS/7YQUFgHrwFGw9h8BeNMDG0I8TWreFtah90G7ba3imO77ZRA79ax0R4MclcknwDYw5cWzaBugwals20mZpCxLNXpNCCGEuF7Lli0B2N+Kt7TdZPqr2s6wYcMwbNgwxbmTJ08Gy7Lo1KmTC3pKXIm7+DuY7BuQA9UfyDmbvZ1mAuxU7hzUWAcGQPnR2PZ0EyZTcQRCiAN0x/cr2mSOh9Cplwd643ly46aQGkWCvW67dTt38hBgMTfIKvHO4OlxVWkl9O+//x4PPPAAli9fXq2K6kFBQUhNTUVxcTEF0T3EOmScIogOANyp3xRB9GyTvcIJ6t/7JkYObf15nM2xLTy1M8MMqyRDw9IOyIQQQkh917x5cwBAamqq6vHS9tLzKrvWsWPHkJKSogiip6SkOHwdd5B8A1TbmbwcAIAgychVeRYYqLc/pvbiWQxqosOmK7aVys/eFnApX0C0j3OjckzWdUWbFOzkSvJaHcTuAyF2HwgU5oNP2gvN3s3g/jih7I+pCIYFs1D8yiJIkc2c2w9CCCHEDkopO4i9cFrRJgWGKh4G2g2iF5WsKlSriB6gY6DjqjeJNKapHl2CNYr2LJOEZWcKqnVNQkjDxh3eCeOs8dD98KnDIXSZYSHE9UXxjPkoWrAa1tGPOi+EXv5eAcGwjp2AooXfoXj6XAid+0BmHPtzxmamQ7fmYxhnjQeXtMcl/SOEVI3l/ichqYSrmMJ8aL9dWunr7QWmyj/Y66oyXrpSICLL5PhOD4QQQoi7xMeXVIJNTk5WHLNarUhNTYXRaKy0GufBgwdx5coVDB061G74itRufNJet90rx4GdZu4UpOfQNUQ5xtpz3YxitRKghBByBybrOvgrFxTtYts4wM4ce73HMBC69lM2m03gziR5oEP1gyfHVXeG0O+77z588skn4LiqFyUqLCzE77//DqPRiKAg18y5ksqJXfpANioXAbAZlxRt9naaCbQTRAeAoRHKSnt5Vhm/3aBCCoQQQkhD0Lx5c4SHh+PQoUMoLCy0OVZYWIhDhw6hadOmiIiIqPRaffv2BQAkJiYqjiUkJNic42myr79qO5N3G4D9+aqKxlUAMCJKvYrxxnLh9BoTBDDZKhXRg8Kce587GX0g9B+O4pc/hLXfPaqnMIV50C94EUy5hc6EEEKIq1AQ3RHFRWDTLiqaxZbtFG2y0Uf9GkUloXC1iuhh1aiGXophGLzRVb36xZLTBbhF4SpCiKMkEdr/fgbD0jfBFBVWfj4AKTAE5nGPo+iD72F64R2InXoCbPV/p1UJy0Hs3Bum6e+iaOH3sIydCMnfsW1xmcJ8GP7zL2jXfQlI6h9eCSFuYvCCeeI01UOagwngThyq8OV2A1Na22FuXIhW9byjN9W3riOEEEI8KSYmBoMHD0ZqaipWrVplc+zDDz9Ebm4uRo4cCZ4vqd5TujXvna5du4apU6eC53nMnj3bLf0mNSMzysC3OxfQ2l3gp60gMNVE+VDPJAL7M81O6xchpH7i7fx+E7rGu7kntYvQtb9qO39kt5t7Un+4elxltVqRnJyMixdtnyFJkoQpU6bg+++/x7hx4/Dpp59WGELPz8/HhQvKxRnFxcV44YUXkJ+fj3HjxpX1k3gAx0OKjFE0sxlXFG325qvs7TQDqAfRAWD7VSeHpQghhBBSKzEMg8ceewwFBQVYsGCBzbEFCxagoKAAEydOtGkvKipCcnIy0tJsw8b33nsvfH198emnn+Lq1atl7VevXsVnn32GoKAgjBo1ynVvpiqMvqpF55j8HAD2d5qpLIh+T6QeapvKbLpSXOUuVoS5fROMrOyjFOLkiuhqWBbmJ2fC2mOQ+uHc2zDMf1G1YjshhBDibDRj5QAu9Zz6wKGFMohur1oL82cQXa0iemgNgugAMLCxHv3Dddh9zfYhX75VxgcnC/BOD6p6RgipRGE+9J+8A/7EwUpPlRkGYseesA4aA7FjD4Dz/J8SOSgUlvuegGXsY+COH4BmxwZwp38DI1dchU/701dgr1yA6enZgMHopt4SQsoTO/eBtccgaA7vUBzTrfoARe98Cei9VF9rLzDlo7GdXYoLVg+iJ2VZcFek+oM+QgghxJMWLlyIu+66C1OnTsXGjRvRsmVLnDx5Ert370ZkZCTefvvtsnM/+eQT/PDDD+jVqxdCQkKQnp6OX3/9FUVFRVi8eDE6d+7suTdCHCZFtwZ70vYzGffHCaAgF/B2/dzO7WoGpuYdz1e0b0s3YYhKSJ0QQkqp7fggMwzEuNpRlc9TpJhWkAKCwd7Osmnnj++HWRRqxTxcXeTKcVVGRgZ69OiByMhInDp1qqx9/vz5+O677+Dt7Y0WLVoowkQAMHLkSHTs2BEAkJ2dje7duyMuLg6xsbEICwvDjRs3sGvXLly9ehVt27a16SfxDCm8KbjfT9i0sbcyAVORzdyVvcBUReOqXqFaePMMCsrtLLMt3YzXu9ag04QQQgjxqFWrVuHAgQMAgLNnzwIAvv76a+zdW/KZqHfv3pgwYQIA4IUXXsCmTZuwaNEinDx5Ep06dcKJEyeQmJiIuLg4PPPMMzbXTkpKwujRo9G3b19s3LixrN3f3x8LFizA5MmTMWDAANx7770AgHXr1iE7OxtffvklfHzsFNl0N5aF7OsHJve2bXNuNgDgVjV2mgGAYD2HnqFaHMi03V3mQKYFt0wigvTOKa7H2gl5y8FuCKIDAMvBPHk2GIsJ/PEDysPZN2CYPwPFry522Y72hBBCCEBBdIewF86otost2ivaZHtB9MKKKqLXvDD9G119MeQX5XYvn/9egGfaGhHhTd9qQog6JuMyDB+9BraSbZkkv0AIA0bCOmCk+z44VRXHQ+waD7FrPJib16DZ+Qv43ZvA5t22+xL+6D54/ftZFL/wDuRGlW9lRghxDcv458Cf/q1s8V4pNisT2v99CcsjU1Rfp1ZhylfLgCtX5qC1Pw8vnkFRuYd5R2/S9saEEEJqp5iYGOzYsQPvvvsuEhISkJiYiLCwMDz11FOYNWsWQkJCys7t0aMH9u3bh82bNyMnJweBgYEYNmwYXnjhBXTq1MmD74JUhdCpJ/hyQXRGksAf2w8hfrjL759jVl/IW1FF9C5BGgTqWGSXeyi4Pd0M9HRq9wgh9UleDtjkU4pmqWV7yH6BHuhQLcKyEOL6QZvwk00zU5AHLvkUxDZdPNOvOs4T46orV0qqZBcUFOD9999XPScqKqosiB4QEIBJkyYhKSkJ27ZtQ05ODgwGA2JjYzF58mQ89dRTMBgMNfhXIM4gNW6q2s5eS4MU06rsa3sL/CoKTGk5Bv0b67Dpim0F9FPZVlwvEtHIy007kRJCCCHEqQ4cOIDvvvvOpu3gwYM4ePCvOaDSILrRaMTGjRsxb948bNiwAXv27EFYWBiee+45vPTSS1UaD/79739HUFAQFi5ciG+//RYMw6BTp06YOXMmBg4c6JT35iyyTwBQLojO5OUAqKAiur7ynNXIKL0iiC7JwOY0E8a3dE6ROnvVxiV35il4DUxT3oT+w1fAnz2qOMzeyIB+/osonr0I8PF3X78IIYQ0KJROdgB3/rSiTdbqIEW1ULZXUBHdJMjIsygf6tW0IjoAdA3RYlSUHr+Um6Ayi8D84/lY3C+gxvcghNQ/3LH90H88B4ypyO45Qts4WIeMg9i5D1CHtn6VQ8Jh+dtTsNz7OLij+6BJ/Bn8uWOq57IZl+H11j9heuZfEDtSWoIQT5D9g2D++z+h/1L5cFazdS2EXkMgNWutOJajMrZSC0vxLINOQRrFhFNSlhWyLINhVPbnI4QQQjwsIiICy5Ytq/S8AQMGYMCAAW7oEXEloWMvAB8p2vkje9wTRLcTmPKvIDDFsQyGNNHhv6m22xpfyBNwKV9AtE/d+QxJCHEf/tg+1R1Iha7xHuhN7SN26w+UC6IDAHdkNwXRa8BV46qmTZsiJydH0b58+XIsX77c4ev4+vqqVk0ntYvdIHrGZZsgenUqogPAsCZ6RRAdABKuOi8sRQghhBD3quq40M/PD3PnzsXcuXMrPTc+Pl51LFpq6NChGDp0qMP39hTZLwBIt21j8kuC6eWLH5SqbFwFACOjDHjttzxF+6YrzhtbebwieimtDqYX5sCwYBa4C8qMG5dxCYYFM1H80geAsZZUwyeEEFKv0NOgykgSuJSzyuboVqqBTNmoHkRHUQFumJTV0AHnVEQHgNe6+mJTmglSuTzW6gtFeL69N2L9NU65DyGkHpAkaDZ8A+26L8HI6lXvZI6HecI0CANHublzTsZrIPYYCLH7APCJP0O3ejEYUfn7mCkqgP6DV2D521OwjngIqKehVOZWJjS7NoJL2gs2O9Oh18jeviha8F3lJxJSQ0L/ERD3bwP3h+0Wx4wsQbd6CYr/tUTxmjyVwJS9qp1dg5Vb8GWbJVwuECkkRQghhBDPCw2HGNEMXHqqTTN35jfAVATovVx6+9sqD/YMHAMdV/FnoyFN9IogOgBsTzdhUhs782SEkAaNT9qj2k5B9BJiq46Qjb5gCm0DE/zRvbA8OrXezlkRUhdIjaNU29lrV2y+tlcRvaKdZgBgaIROtX17upmC6IQQQgipt2RfZWHN0oroavNVQMU7zZSK8eXR1p/H2RzBpj3xqhlFggQvvuZZLbWK6DKv8cxuX3ovFM+YC8P8GeAun1cc5i6fh+GDV1A88z2XzzMSQghpeJyTgK7HmGtXwBQVKNrFlu3UX2CwXxH9RrH6AMkZFdEBoLW/Bg81Vw4WJBl455hylR8hpIEyFUG/9E3o/rfCbghd8gtA8csf1v0Q+p0YBsKQcSietRCSnS2nGFmC7odPoPt4DmBWVp6psyQR3PH90H/4CrxefBjan1eBS08FU1To2P+K7VfMJ8SpWBamJ16ErFEunuMunAZz85qiPUdlAspe1c6uIeqL8o7etKi2E0IIIYS4m9hNGcJkrFZwpw67/N5q46oAXeVhxyFN7ASmrppr3CdCSD1UXAjuTJKiWYxqATkk3AMdqoU4HkKX3opmNvsm2It/eKBDhJBSckAIZL1B0c5mXLb5+rZZOe/uo2GgrWSBX6Q3j9b+ymIJiRkmCOWrUBFCCCGE1BOyyrN7pjAfEKx2K6IH6R2Lu41oqhy7FYsydjhp3orJUhZ+k4NCAdZDcTyjD4pnLoDYOFr1MHfhNPQfvQZYaN6OEEKIc1EQvRLceeWWJQAgtmiv/gKeh6zTK5qZogJkFqlXRA91UkV0AHi5iw/UCir8fMmEY1kUsiKkoWMyr8Lw9hTwR3bbPUeMaY3iNz+FFNvBjT1zH6l1ZxS/9QnEpi3tnqM5mADDnOdUVzDXJcztLGh+XgWvFx+G4cPZ4I8fUN36mpDaRA6PgmX0Y6rHuORTirYc1Yro6g/1ugRrVduTsqxV6CEhhBBCiOvYqwbMH1GvHuxM6uOqyuesQgwcugQrF/ztuWaGWaTAFCHEFn/yEBhB+RmMqqHbErr2V22vaE6PEOIGDAMpXFkVvXxFdLXAlL3CCeUNbaJ8xphrkXGECikQQgghpJ5Sq4gOAEx+ruq4Ss/B4Wrmo6KUYysA+O6CcwqxsSp5Aim4kVOuXW0+/jDNeh9SaGPVw/zZo9AveQNQ+WxOCCGEVBcF0SvBpZxVbZdatLX7GtlLWRWdKcx3eUV0AIjy5vGP1urb8/07iaqiE9KQac4ehddb/wSXftHuOdZ+d6N49keQA0Pc2DP3k4PCUPzqYlh7DbF7DnflArzenAzu3DE39swJJAncqcPQf/QavGY8CN3/VoDNvuHpXhFSJUK/e1Tb1RYI5qhUmLL3YK+pN4cglWNHabEeIYQQQmoJKbI5JJWKwPyJgy5/OKS21bGfg4GpISqBqUJBxoFMqq5ECLHF2VlYI1IQ3YbYvptqwRv+qOsXJhFCKiaFN1W0MZnpgCCUfa2604wDC/wAYGgE7TZDCCGEkIZF9vVXbWfybiPbpBxXBTo4XwUAnYI0iDAqM1mb00x2i4k6TBTAqDyHlz0dRAcgBwSj+KUPIAWGqh7nTxyE7pN3AamG/waEEELInyiIXgm1wJMU1sTuijwAkI0+ysaiAmQWq/8BD3NiRXQAeLGjD7x5ZSXQHRlm7MqgiSpCGhxZRujBrfD9z2slW1ipncKyMI9/DuZJLwNa9Ynuekenh/mfr8H8939CZtR/DzP5udC/9yI02/4HyLW7kh+Tmw3NhtXwmjUehvdngT+6F4xE1c9J3SQHhapOjLDlxmVmUUaxSpVNPzsP9hiGQdcQZbXO41lW2t6YEEIIIbUDw6hWBWaKC8GdPerSW+dalOOhAAcf7A1rYicwlU7zUISQO1jM4E8eVDSLoY0hRcR4oEO1mFYHsUMPRTN7LQ1MxmUPdIgQUkpqrBJEF0UwN66Wfa22wC9Q79i4qneYDkaVZ3zb001V6CUhhBBCSN1htyJ63m3cUlvgV4UgOsMweKSll6JdkIFva1gVnbmdpfo83uMV0f8kBzdC8UsLIfmp//tqDu+AfulbgJ0MCSGEEFIVvKc7UKsV5Cm20wMAsUX7il+nVhG9qEC1IjrHVG21niNCDByebe+N944rBwv/TsrF9vAQMIxyEosQUg9ZzPD+cgGCDyXaPUX29oVpypsQ28a5sWO1BMPAOuIhSJHNoF/2bzBFBcpTJAm6b/4D7uxRSI0iPNDJyrE3MsAd2wdGdHzFssyyEDv0qHBhVdm5ekNNukdItYgt24Mt97uLvXqxZDLkz0V/atWlAMC/ggpTccFabC0XiCoWZZzLEdAhUBlSJ4QQQghxN6FrPLSbf1C080f2QOzY02X3VRtbVTSuulPXEC38tIwizL413YS3u/vSPBQhBADAnT0KxlSsaDd37gPQ7wkFoVt/8Ed2K9r5I7thHfOYB3pECAEAqXGUajubcQXinyH17BpURNdxDOLDddicZhs8P37LihvFolN3WSaEEEIIqQ3sB9Fz1Bf4VTFj9WhLLyw4no/yJRhWJRfihQ7eYKv5eZTJuq7aXhsqopeSG0XCNHMhDHOngSnMUxznj+yGV+o5mJ96pWHmRQghpJbYsGEDvvjiC5w4cQJFRUUICwtD9+7d8dZbbyEioiSr9sMPP+Dnn3/GmTNnkJWVBVmWERkZiUGDBuH5559H48aNPfoeGlwQXfvdMlgemARotJWey6WcVW0XW7St8HWynSC6WkX0ED0LjnX+JPtz7bzx+blCxWRXUpYVG6+YMKophQoJqfcsZhgWzASXfNLuKWJUc5imzoGssvV7QyJ26IGiNz+G/qPXwF29pHoOf3SvezvlIlJgKKwDR0HoPwJyQLCnu0OIXVLL9kC5IDojy+BSzpYFsHIsdoLoOvtjq64h6mPAY1kWCqITQgghpFaQWrSD5BcANve2TTt3bB8gTQdY54ePrJKMAkFZEb2icdWdeJbB4MZ6rLtkGzBNzhWwOc2E4VE0D0UIAfikPartls59Gt6DCgcInXpB5ngwomDTziftoSA6IR6kVhEdANhrlyEiHrIsqwamqlK5c1iEMogOAAlXzXi4hbKiJyGEEEJIXSb7+qu2M3m3VRf4ObrTTKkobx6Dm+iQcNW2UNXFfBF7r1vQP7x6O8azdoLoUnBYta7nKlJkMxTPfA+GeTPAmJRV4NnsmzDMnwHLPQ/Ccv+TgLZ6/x6EEEKqTpZlTJ8+HStXrkRMTAzuv/9+eHt749q1a9i3bx/S0tLKguhr165FamoqunfvjrCwMMiyjFOnTuHjjz/Gt99+i82bN6NNmzYeey8Nbn5Xs28LuAtnYHr+35D9gyo8lzt/WrVdqqQiumoQvTAfN1SC6K6qXOCrZTGjozde+025om3O0TwMj9S7JABPCKklZBm6LxdWGEK39hwE85OzAB0FAgBADotA8b+WQf/ZXLsPRusqmWEhduoF66DREDv2cElwhRBnE2M7qLZz50+XBdFz7QXRK6yIrh42T7ppwYRYYxV7SQghhBDiAiwLMa4f2B0bbJvzboO9cAZSbEen37I6O82Ud3ekMogOAG8n5eGuCJqHIqTBEwXwx/Ypmq3efhBiWje8BxWO8PKG2LYL+FO/2TRzl5LB3MqEHFS7wg2ENBRyaGPVRSJsxmUAQL5Vhqhc31elyp1DmugB5CraE66aKIhOCCGEkHrHXhAdebeRbap5RXQAmBBrVATRgZKq6NUNojNZmarttakieikppjWKX5wHw4KZYCzKfwcA0G7+AdzpIzBPfhVSVHM395AQQhqmjz/+GCtXrsSkSZMwf/58cJxtnksQ/pp7+Oqrr6DX6xXXWLVqFaZOnYp58+bhq6++cnmf7an6X+d6gLtwBoY3JoO1U/G8FHvhjKJN1ntBioiu8HWy0UfZWFyIG0WCojnM4LpvwaTW3mjipQwb/p4jYE2KcpUbIaT+0Py6Bpr9W1WPyQwD84NPw/zM6xRCL8/gBdNzb8F87xOe7olTSP7BsIydiKKF38M0/V2InXtTCJ3UGVJEDGS98ncUe8dCwRyzylM9AP4VTEAF6Tk09Vb+d5CUZa1GLwkhhBBCXEPoGq/azh9xzaJZezvNVKVy59hoAxp7Kc8/myPgh1RlQJ0Q0rCw50+DyVeGKnNadQHYBvmYwiFC1/6q7fWtiAIhdQrHQwqLUDSXBtHVqnYCju80AwDRPjxa+imX6CRcNUGU1OfDCCGEEELqLJ0Bsk4ZrBNzbkNlAz8E6ar+vHt4pB4hKpXU118qRrZJWVTUEWoV0WWOr7QoqqdIsR1hmjFPPdP2Jy49FYa3/gnNpu8BSX1cSwghxDmKi4sxf/58REdHY968eYoQOgDw/F9zA2ohdAAYN24cACA1NdUl/XRUg53hZXOyYHj3BfB7flU/QRTApZ5TNjdvU3mIT60iuiyjuKBQ0R6qEhR3Fj3P4KUu6gOId4/lw6xWkoEQUudxx/dD+8MnqsdkLyNM0+fBOvIRgKFqdKpYFtZxE1H8whzVEGxtJzMMhA49UDz1bRR98D0s9z0BOSjU090ipOo4HmLztsrmlHPAn6s+7QWmKqvc2TVEq2g7d9uKIoEmVAghhBBSO4htukD2Uu7WwiftAWTnz+fYXeBXhYroBp7BS519VY+9eyyP5qEIaeDsLaTJbdXFzT2pW8S4vpBV5vAoiE6IZ8mNoxRt7LUrgCTZ3WmmKgv8AGBoE2VlzttmGUepmAIhhBBC6iHZN0DRJubcVj03QCVQXhktx+ARlZ1lLBLwfUr1CigwakH0oNBaXRhObNMFRXNWQGjX1e45jGCFbs3H0M+fAeaWetV3QgghNZeYmIicnByMHDkSoihi/fr1+PDDD7FixYoqhcq3bi0pVNumTRtXddUhDTaIDpT88dR/Ph/abxaXBZpKsekXwZhNitdILdpXel1ZJYgOAHqzMojuyoroAPBICy/VqgnphSI+PVvg0nsTQtyPTb8I/fI5YFSCCZLeC8WvLobYqacHelb3iHH9UPTGxxDaxkFWWXVW20gh4bCMGo+iBd/C9H/vQewaD3C0sTWp28SWHRRtjMUE9soFALD7YM9PW/FCm7hgjfJeMnDyFj3II4QQQkgtwWsgdOqtaGazrpeNhZzptt3KnVWbtxrf0gstfJWfQ9IKRHz5h3JejBDSQMgy+KN7Fc2Slzfym8Z6oEN1h+wXCKlFO0U7+8cpIC/H/R0ihAAApMZNFW2M2QTm9k2746rAKo6rhkWoVzrbdlX57JIQQgghpK6Tff2VjXnqQfSqjqtKTYhVFn0AgFXJhZCrUfhBrSK6FNyoytdxNzkwBKb/WwDz+Ocga5TPTEvxvx+H12v/AH9guxt7RwghDcfx48cBABzHoW/fvpgwYQLeeustzJgxA926dcNrr72m+rp169Zh7ty5eP311/Hggw9i8uTJaNq0KWbPnu3G3itRQg2AdttasGkpME15E/hzcMNeOKN6rthSOelbnr0geoC1EFf0ITZtoQbXhht5lsFrcb6YuCNbcezNpDzE+mtwd6T6ZBYhpI4pyIV+0atgTEWKQzLDIP+pV8BFNPNAx+ouuXFTmF76oGTbKbmWV0qm0Dmph6RY9QWA3PlTkJq1tl8RvZIJKLWK6ACQlGVFrzBltSlCCCGEEE8QusZDo/Kgh0/aC0vTlk69l71xVVUrd5bOQz2+UzkP9f6JfIxv6QUfTYOui0FIg8ReSgarUkXN0rEnzWc4QOjWH9z50zZtjCyBP74fQv8RHuoVIQ2bWhAdANiMy8g2qs9nVXVc1SdMBwPHoLjcrjIJ6SbM7qK+Cw0hhBBCSF0l+wYq2rj8HNVzqxtEb+7Ho28jLfZdt9i0/54j4PANC3pW5RmhJILJvqFolutAEB1AyS7xdz0AsW0cdJ+8A+5KiuppTFEh9B/PgfXYfpgnTgeMPm7uKCGE1F9ZWVkAgKVLl6JTp05ITExEbGwsTp48iWnTpmHJkiWIiYnBk08+afO6devWYf369WVfd+nSBStWrEB0dLQ7u69AT37+xP9+HF5vTQZ7+TwAKCZ2S4nNKi9hL3up/+H1F5ThUFdXRAeAMU316BykXvnz8R3Z+O2GReVVhJA6RRCgX/wG2JsZqoevDnkA1vbd3dypeoRlSx6M1ub/EVIPic3aQmaUY6XScZq9wJSftuLxVcdADViVoulHb9KYiBBCCCG1h9ixB2SNcgEdl7Tb6feyt9OMfyU7zagZG60+D5VlkrDsDO3OR0hDxCftUW23dO7j5p7UTULXeNV2/ojz/x4QQhxTURDdXkX0qgbR9TyD+HDlWPBolhVZJrFK1yKEEEIIqe3UKqJrC3IAlUrl1Q2iA8BEe1XRzyvzXBVhbt8CIyrHZHWhIvqdpIhmKH59OSwjHobM2J8H1BxKhNdr/wB39qgbe0cIIfWbJJXMH2i1WqxevRpxcXHw9vZGnz59sHLlSrAsiyVLlihet2rVKuTk5ODSpUtYv349NBoNBgwYgF27drn7LdhocMk1y9B7oVu3UvUYm5UJw5znYH5yFjiViuhik2jHVncZ1Sui+6kE0UNcXBEdABiGwVvd/DB2S5biWLEo48HtWdg8IgSt/O1vuUIIqd10qxeD//246jFT72G42XMYIt3bJUIIqTmDF6So5uD+XChYij1/GpBl5JiVk0/ePAONWsr8DkYNizb+PM7cFmzak7IoiE4IIYSQWkRngNi+O/hj+2yaufSLYDLTIYdFOO1W1d1pRg3DMHizmy/GbbmlOLb4VAGebG1EsN7182GEkNpDLYgua3WwtOsKZN70QI/qFjkkHGJUc0WFOu5MElBcBBi8PNQzQhouqZH6OIy9dgW3w9THVdUJTA1tosfWdLNNmwwg8aoZDzan//YJIYQQUn/IvgGKNl60wkcsRj5vO+6pSRB9TFMDZmlzkGOxfca47mIx5vbwg28lxa5KMVnXVdvrTEX0O2m0sPx9MoROPaH/dK7qjmYAwGbfhGH+DMhcFef1eA2kmFaw9hgMoccAwMe/5n2uISb7JvjDO8Af3gk2LQUQhcpfVI4cEAyhU28IvQZDatG+pLghIYRUga9vyW5nnTt3Rnh4uM2xtm3bIjo6GqmpqcjJyYG/v7/i9f7+/ujfvz9+/PFHdO/eHc888wxOnDgBjcYzGeAG91vQOu5xmP75mmpFKQBgLGbol78N9uY1xTGpRTuH7iF7qQfR/YVCRZs7KqIDwIDGOszspB6iv22Wcd+WW0gvqPofVkKI5/EJP0GT+LPqMbFFexSMfx6oYPUqIYTUZmJL5XbGbM4tMFnXkasSmHI0LNU1RDkWvJQv4hZVlCKEEEJILSJ0s1MFN2mvU+9jr3JnZTvN2DOwsR4DwpXbGRcIMhaeyK/WNQkhdRNz7QrYjMuKdrFDD0Cr90CP6iaha39FGyNYwZ885IHeEEKgM0AKDlM0sxlXkG1vp5lqBKaGRaj/ntyebqrytQghhBBCajO1iugAEGrJU7QF6qufs9LzDP6usqCvSJDxY2qxw9dh7QTR61pF9DtJrTujaM4XsPa5q8LzGFGs2v/MJnC/n4B+1YcwvnA/9B+8DH7f1pKF1e5UkAd+5y/Qz50GrxkPQvfdMnApZ8FYzFV/T6IINisT2oSf4PXOVHj938PQrvkE7JULqlX8CSFETcuWLQEAfn5+qsdL202miucAfH190a1bN2RkZCA1NdW5nayCBhdEBwCh91AUv7YEUpBykqgiYgtlEEqNvSB6gEpF9FA3VEQvNbuLDybGqldIuFok4oFtt+w+eCSE1E7c2aPQffMf1WNSYChMU/8N2Fl4QwghdYGkEkQHAC75lGrlTj+tYwtvugar/248lmV1vHOEEEIIIS4mdO4DWaWaDn9kt1PvU74KFAD4aCrfaaYib3T1VW3/4vdCXKFiCIQ0GGrV0AFA6Kq+0IaoE+38e3FJzv17QAhxnBTeVNHGZFxWfc7mW81xVYwvj2Y+yueICVfNkCjgQgghhJB6RPZRVkQHgDBrrs3XLOP4s0B7JsQaVdu/SlYWF7WnXlVEv5OXN8yTZ6N4ypuQjerFTmuCEUXwJw5C/+m7ME69F7qlb4E7uhewumjXanMx+AMJ0H84G8ap90H/5fvgfz8OxsljafZWJrSbvoPXvybBMPsJaH5eBSbzqlPvQQipf+LjS+b7kpOTFcesVitSU1NhNBoRHBxc6bWuXy/5u+SpauhAAw2iA4AUHYuiNz+B2LqTw68RWzq3IrqeK5l8cheGYbCwtz9GRqlXUPg9R8BD22+hSKAwOiF1AZOZDv2SN8BIyv9mZa0epmnvQPYL9EDPCCHEecSWHVTbufOnkaPyYM/Rqp1dgtUH4ElZLproIIQQQgipDm9fiK07K5q5lLNgbmc57TY1GVfZExeixZimyjkoiwTMO0ZV0QlpKPgjyiC6zHEQOvf2QG/qLikiBlJoY0U7f+KQ6x7YE0IqJDVWBtHZ/BwI+cqqndWphl5qqEpV9FtmCcepmAIhhBBC6hHZTz2IHlKuInqAlgVbw93g2wVq0C1E+ZzwxC0rjjv4nFCtIrrMcZADgmrUt9pC7DEQRXNWQGjXzWX3YCxmaA7vgOGj12Cceh90X7wH7uxRQKrh7tWCFdzx/dB9PAfG5+6F/uO3wR/fD0Z0T2EMLuMSdP9bAeOs8TC89Qw0W38Ek3PLLfcmhNQtMTExGDx4MFJTU7Fq1SqbYx9++CFyc3MxcuRI8DyP/Px8nD9/XvU6X3/9NZKSktC8eXM0a9bMHV1XxXvszrWBrz+KZy6E9rul0G5fV+GpstEXcqNIx65rMEJmGMUKKr9yFdFDDRyYGg6QqopnGXw+IBD3bc3CgUzlAOrQDQue2Hkb3wwOrFHVK0KIixUVwLDoVTCF6g/vTU+/AqlpSzd3ihBCnE8OCoUUGAo2+4ZNO3v+FHI7KVerO/pgr02ABgaOQbFoe42jN+kBPiGEEEJqF7FrPPizRxXt3NF9EIaMdco91HaaqUlgqtRrcb745YoJUrlh2/cpRXi+vTfaBHiuOgchxPWY7BvgLv6uaBdbdwGMPkAl28qSOzAMhK7x0P66xrbZVATu7FGInXp5qGOENFxqQXQA8L95BUBzm7aAGoyrhkXo8ek5ZXXObVdNiAuh3VAJIYQQUj/Ivv6q7aFW2yB6oN459VYnxBpx5GaOov3r80XobGdX5TupVUSXA0MBVrmbTV0lB4bA9H/vQbP9f9D+8AkYq+sWQjJFBdDs3gTN7k2Q/IPAde0Pv8BwaLOvgtM6OOYVrOBPHwH/2y4whcrFoZ7ApZ4Dl3oO2m+XQWzTGUKPQZD9q7hYgWEghUdCDotwTScJIR61cOFC3HXXXZg6dSo2btyIli1b4uTJk9i9ezciIyPx9ttvAwCys7PRo0cPdOnSBS1btkTjxo2Rk5ODo0eP4sSJE/D19cXy5cs9+l4adhAdAHgelsdegNS0JXRffQhGUP/DKbZoCzgaGmdZwOAFFNlODAWUq4geZvBMQXoDz+C7IUEY8etNnL2tXPG1Jc2EF/blYGk/f7cH5QkhDpBE6D+eAzbjsuph871PQOw+wM2dIoQQ1xFjO4A9mGDTxl69BLl5PsB42bT7O1i5U8My6BSkwcEbtsHzpCwrZFmmMRAhhBBCag0hrh90X3+kaOeTdjsviK5SET2ghtscA0CsvwaPtvTCqmTb4gySDLx9NA/fDqkfVaIIIer4pL2q7ULXeDf3pH4QuvVXBNEBgD+ym4LohHiA1DhKtT00Ox0IsA2iB9YgiN6vkQ56DjCVKwy5Pd2Elzr7Vvu6hBBCSE1s2LABX3zxBU6cOIGioiKEhYWhe/fueOuttxAREQGr1YpNmzbh119/xdGjR3H16lUwDINWrVrhkUceweOPPw6Oqz+BXVJzsq96RfTQchXRazKuutN9MQbMPpSLAsG2esJ/U4rw726+MGoqvo9aRXQpuJFT+larsCysdz0AoXMf8Pu3gcnPqdrrZRncpWRwKWcdv2XOLRgS1sEdNX1lhoHYqhOkiJgqvY4pKgB//ACYogLHzpcl8GePqhYbcZQY2RxC7yEQeg6GXB9/1ghpoGJiYrBjxw68++67SEhIQGJiIsLCwvDUU09h1qxZCAkJAQAEBwdj5syZ2Lt3L3bu3Ins7GxotVpERUXh2WefxZQpU9CkSROPvhcKov9J6D8CUuOm0C9+HazKlhhiq05Vup7s5QOmXBDdX6Uiuqf461isvSsYd228ibQC5bYm314oQpiBxRvd/DzQO0JIRbQ/fAr+xEHVY9buA2EdO8HNPSKEENeSWrYHygXRGVlGh+xkXA3qbNPur3M8MBUXogyiZ5kkpBWKiPKmYTIhhBBCagc5MARiszbgUs/ZtHO/HwcK80uqCteQqyqiA8BLnX2xJqUI5nLTT5uumHD4hhk9QnVOuQ8hpPbhkvaototxfd3ck/pBatYGkn+Q4vkFd2x/ydbl9ajyHiF1gb2K6I1z0oFyOaqaVEQ38Az6NtIh4arZpv3ITSuyTSIC9fTfPiGEEPeRZRnTp0/HypUrERMTg/vvvx/e3t64du0a9u3bh7S0NERERODixYuYOHEivL290b9/fwwfPhx5eXnYvHkzXnzxRWzduhXff/89FQUiZWRvX8gMA0a2DYaHlKuIXpNx1Z28NSweaGbAynLFE/KsMn66VIzxLY32XyyJYG7dUDTX53CwHNoY1nETq/165kYG+EOJ4PdvB5dxyXkdqyYxphWEXkMh9BgIOTCkWtcwWy3gTv0G/mAC+GP7wFjMlb+oBri0FHBpKdD98CnElu0h9BpS0n87izgIIXVHREQEli1bVuE5RqMRs2fPdlOPqocSNneQWrRD8ZufQL/4dZvVWLKXN6wDRlbpWrKXt6LNX1ER3bOTQ+FeHNbdFYS7N2bhlkrlqw9PFSDEwOHZdsr3QgjxDH7vZtXKRwAgNo2F+amXHd+9gRBC6gixZXvV9j65ydhcPojuYEV0AOgarAWg3Nr46E0rBdEJIYQQUqsI3eIVQXRGFGGcel/Jznw19Ee56k8AwDGA9jsGUkg4rHf/DUIV58ZKNTFyeLqNNxafVlYIevNIHjYOD6YHz4TURwW54P44oWgWm7eFHBDsgQ7VAywLsUtfsDvW2zbn58D49HDH5wS1OoitO8M8YRpkv0AXdLR6mNxs6FYtKllo5eADfNnbD0Uf/uDajhFij7cfJB9/sOWqQsbkpytOrWlgamgTvSKILgPYkWHG/c281F9ECCGEuMDHH3+MlStXYtKkSZg/f76iqrkgCAAAb29vvP/++3j44YdhNP4V6J0zZw5GjRqFLVu24Oeff8a4cePc2X1Sm7EcZG8/RcXtMEuuzdfOqogOABNbGRVBdABYlVxUYRCdybkFRhQU7fWyIrqTyKGNYR39KKyjxoNNSy0Jbx9KAJuV6bY+SOGRsPYaCqHXEMiNImp+QY0WYlxfiHF9YTYVgT+2H/yB7eBO/wZGVBaEdSbu/Glw509Du3oxxHbdSkLpXfsBhgoWUBBCiItRwqYcOSAYxa8sgmbnL+CO7oXsHwTLuMcB76ptb6cWRPdTVER33gCpulr4afDfYUEYvTkLhSoPHWcfzkWInsXfmtNEFiGexl44A92XC1WPSX4BML0wB9Dp3dwrQghxPSmyGWS9FxiT7ViqT16y4tyqBNHjgrWq7UlZFoyLMVStk4QQQgghLiR0jYfuh08V7Yxgdcr17c76iAB39RK4FQtQ7BsAsUufal1/egdvfPVHIfKstnNP+zMtSLhqxtAI+ixLSH3DH9sPRlIWPxG69fdAb+oPoVt/aMoF0QGAsVpUzrbDYgZ/ZDfYjMsoevOT2jGfaDHDMG862IzLVXud1bUV5wipjNy4KfBHjk1bq8IMxXk1DaIPi9DhlcPK9m3pJgqiE0IIcZvi4mLMnz8f0dHRmDdvniKEDgA8XxJBaty4MSZNmqQ4bjQaMWXKFEyaNAn79u2jIDqxIfv6A+WC6KEW24rozgyidw7SoH2gBqezbefXDt2w4NxtK9oEaFRfx2RdV22vzxXRnYZhIEU1hyWqOSx/ewrshTPgD2wHf3inYoGnM0iBISUh7V5DIEW1cF1RR70XhN5DIfQeChTkgv9tFzQHElQX6DsTI0ngTx0Gf+ow5JVaiJ17w9prKMSOPQAt7UJJCHEvCqKr0WhhHXYfrMPuq/41VILoAbWsInqpuBAtvh4ciAe33YJKFh3P7LmNID2LwU1qwYQ0IQ0Um5YK/X9eUw0ZyBoNTFPnQA4K9UDPCCHEDVgOYvO24M8csWnukZcCXhIgsH8Naf2rMAEV7cMhQMfgttl2AHT4RhUe4BNCCCGEuIHcKBJi42iPbl2r2bel2kH0QD2HqR18MOdonuLYW0l5GNxEB5aqohNSr/BJe1Xbha793NyT+kVs3RmylzeYIuUuE1XFZlyG9udVsDz4tBN6VjPan76qegidkFpAahylCJdEm7PgJZpQxP31TK2mQfTmvjyifThcyretrJhw1QxJlmkcRQghxC0SExORk5OD8ePHQxRFbNq0CSkpKfDz88PAgQPRrFkzh66j0ZSEe9WC7KRhk/0CgauXbNpCrLYV0YP0zguiMwyDibFemHkwV3Hs6/OFeLeHv+rr2JvqQXQpOMxpfWsQGAZSy/awtGwPy/jnwJ09Cv5AAvikPYriZFUhe/tC6D4Q1l5DIMV2cMpuklXi7Qdh0BgIg8aAuXUD/KFE8AcTwV1WFlhzJsZqAf/bLvC/7YJsMELo1h9CryEQ23QGOIqHOopNT4Xh0E5EXU6B0cuL/laRapH1Blgee8HT3XA7+k3jIrLRR9HmXwsropca3ESP5fEBeGr3bcUxQQYeS8zGhnuCEReiXjmUEOI63G+7oP9sLhizSfW4+YmZkFq0c3OvCCHEvcSW7RVBdC/Jgs4Fl3HEt3lZm18VKqIzDIOuwVpsL7e18eEbFlwvEtHIiz5YEkIIIaT2EHsMAPfTJY/dn7mWVqPXP9PWiE/PFeBGsW2F5FPZVvzvYjEeoGqehNQfpiJwp5Wle8WIGMhhTtj+uiHjeQhx/aDZu9kpl9P8+j2EXoNLKsN5CHvlAjS/fu+x+xNSE1LjpqrtrYqu4ZhPTNnXAdqaBcUZhsHQJnp8/rttwaubJgknb1nR2c6uf4QQQogzHT9+HEBJgLxv3764cOFC2TGWZfHss89izpw5lV7nm2++AQAMHjzYJf0kdZfs469oc2VFdAD4WzMvvP5bHopF26JV318oxhtd/aDjlOM45lam6rWoInoNcDzEDj0gdugBs2UGhNTfcTPtCkJDQ6HVOj7Wlb28ITWJAfjaEYeUg0JhHfEQrCMeAnMrE+wN5e5JlWGyroM/lAjudBIYWbnznOpriguh2fMrNHt+heQXAKHH4JLP/s3buq4qfB3G3LwG/mAi+IPbwaVfBAAYPdwnUrfJPn4URCfOI6tURPcRTeAkESJbEmoKrSUV0Uv9rbkXbpokzD6sXO1XKMj427Zb2DIyGC381LefIYQ4mSRB+78V0G74xu4plhEPQeh7lxs7RQipT2RZxoYNG/Dpp5/i/PnzyMvLQ5MmTdCvXz9MmzYN0dHRnu5iGSm2vWp7n9xkmyC6fxUf7A1srFME0WUAP18qxuS2yvEcIYQQQoinWO56APyezWDtPOxyNTbrGiDL1X5YYdSwmNXJB/+nUmVqztE8jGlqgFbl4R4hpO7hTh0GY1Xu6id27e+B3tQ/ljGPgT+2D0xhfo2vxUgSdCveR/HrSwHWA88rJBG6Fe+DkRx7mE5IbSOFR6m2ty7KsAmiBzqhcufQCJ0iiA4A26+aKYhOCCHELbKysgAAS5cuRadOnZCYmIjY2FicPHkS06ZNw5IlSxATE4Mnn3zS7jVWrlyJbdu2oX///rjrLnrGTWzJvgGKtmChwCZnVdOdZsrz17EYG63H9ynFNu3ZZgm/XC7G/SqFE9gsZUV0mWUhBwQ7tW8NllYHIboVCjgvBERGgtPrK39NHSAHhUEMql7VfCF+OJjcbPCHd5ZUV79w2uHXsrm3od22FtptayGFNIbQazCEXkMgRcRU/uJ67K9/zwRwF854ujuE1AsURHcRtSA6APiJRchmS6ql16aK6KWebeeNm8UiPjyl3NrzllnCg9tuYc/YUBg1ta/vhNQrRQXQf/IO+OMH7J4idOoFy9+ecmOnCCH1zWuvvYalS5eiUaNGGDlyJHx8fHD69Gl89dVXWLt2LbZs2YK2bdt6upsAALFZW8gsq3g43Tf3D/wncnjZ1/5VnIC6N8YLr/2Wp2j/30UKohNC6hhJAr9/K7iTh8CYzZWf7ww8DzE6FkKfYZCrOYFKCKkCow+K/v0ZNHs3g72ejpLlczV3pUDE9nTbHbjiCi6he36qTRtjKgYK8wBvv2rfa0KsEUvOFOBSvmjTfilfxNfnC/Fkaxp/EVIf8El7VduFrv3c3JP6SQ5rgqK3vwC/fxvYW+pbwquSZPB7N4MRBZtm7uLv0GxfB+tdDzi5p5XTbF8H7uLvinaZ4yD0Gw6wFS9QknUGV3WNEIfYq4jeusi20mFAFXbwsye+kQ5aFrCUW7exPd2E/+uk3KWZEEIIcTbpz+czWq0Wq1evRnh4OACgT58+WLlyJfr164clS5bYDaJv3rwZM2fORGRkJD799FO39ZvUHbKvv2p7sDUfmbqSY85Y4FfexFZGRRAdAL5KLlINojNqQfTAUICjCB5xHdkvENZh98E67L6SCt6HEsEfSACXnlr5i//E3syAdsM30G74BmJEMwi9h0DoORhySLgLe16LFBWAT9pTEuY/43iFeUKIY+ivoKvYCaIHWAuRrSkNoteuiuilXu/qixsmCavPFymOpeaL+ORcIWZ0pEktQlyFuXYFho9eBVvBtudibEeYnvmXZyoVEULqhczMTCxfvhyRkZHYu3cv/Pz+ChQtXboUr776KpYuXYqlS5d6sJd3MHhBimwB7nKyTXOfvPM2lTn9q/hgr4mRQ+8wLQ5kWmzaD92wIK1AQKQ3DZcJIXVAYX7JIsYTB91+a/7IbmjXfgGxQw9YB4yC2Ll3rdn2kpB6ydsX1nsedOolEy8UYcqe2zZtkzISFUF0AGBvXoNUgyC6lmPwahdfPLX7tuLYe8fz8VBzLyp+QEhdJ1hVCytIwY0gRbXwQIfqJzkoFNbR46v+Or8AaNd/rWjX/vg5hLh+bt1Knsm6Du2Pn6ses458BJb77VfSJKS2kANDIev0YMy2i/paF161+doZlTuNGhZ9G+mwI8N24fHhmxbkmKUqF2cghBBCqsrX1xcA0Llz57IQeqm2bdsiOjoaqampyMnJgb+/v83xrVu3YuLEiQgNDcWGDRvQqJH7xp2k7lCriA4AYdbcv4LoLhjz9ArVItaPR3Ku7aLd3dfMuJgnIMbXdr5brSK65MbPUoTIIeGwjhoP66jxYNNTwR9MBH9gu+rPpj1ceiq4/6ZC99/PILZoXxJK7zHQ7n+HdZbFDO7EQWgOJoA7cUB1Bz9CiHNU+enwmjVrcODAARw/fhxnz56FxWLB0qVLMX68+qRnXl4e5s2bh/Xr1+PGjRsICwvDuHHj8NJLL8Hbu2pVjhISErBw4UKcPHkSDMOgU6dOmDlzJgYMGFDVt+FyslE9qO0vlIS7fbUMDHzt3G6YYRh81McfWSYJW9JMiuOLTuXjiVZGp295Q9yPybgMzY714E8eBpOb7aabAlJYJISeg2Dtdzfg4++e+9YR3PED0H88B0yxcovNUtZBo2F+dCrAa9zYM0JIfXPlyhVIkoRevXrZhNAB4J577sGrr75ats1ibSHGtlcE0cMtOYgx3cRFQyiAqldEB4B7ow2KIDoA/HSxGM93oMV3hJDajb1yAfr/vA72ZkblJ7sII8vgTx4Cf/IQJL8ACP3ugXXASMhhER7rEyHEcbfNysovl/XqWwkzWdeBmNY1ut/9zQz46HQBTmfbTvpnFktU/ICQeoA7e1R1Xkvo1r9sATHxHMvoR8Ef3gn2um0BDMZsgm7VIpimz3XP90mWoVu1SBHeBQCpUSQsox91fR8IcQaGgRQeBe6S7XxV+YrozqrcOaSJMoguycCODBPujVFW6ySEEOJEkgjmejq4i3+AvfQHuIt/gLmVCdlghBTdClJ0LMSYViWLL3V6T/fWJVq2bAkAimdKpUrbTSbbMd6WLVswYcIEBAUFYcOGDYiOjnZpP0ndZa8ieqjlr52NXRFEZxgGj8V64V8qOyh/fb4Qr3e942deksDcuqE4z52Legm5kxTRDJYHmsFy/5NgU86CP5gA/tAOsHnKQiD2cBdOg7twGtpvFgP6erbzmNUCRqh6+FxiOUBvAM1kkeqQDUZPd8EjqhxEnzNnDtLS0hAUFISwsDCkpdmv2FtYWIiRI0fi1KlTGDx4MB544AGcPHkSixcvxr59+7Bp0ybo9Y4NwtesWYPJkycjODgYDz/8MABg3bp1GDduHFauXImxY8dW9a24lGynInppED2sllZDL8WzDL4cGICRv2bhWJbtL+Q8i4yPTuXjzW7Vr4BFPMhqAX9kNzQ7NoD744RHusBd/B3cxd9LKu10HwDroDGQYjs07IdRsgzNL6uhXfsFGFl9e3WZ42F+bCqEQWPc3DlCSH3UvHlzaLVaHDx4EHl5eWWVLICS7REB1LrFflLL9sC2/yna++T+gYuGUBg4Bjqu6n9LxkYb8PLhXEjlfv3+7xIF0QkhtRu/fxt0X74PxmKu/GQ3YXNvQ7vxO2g3fgehdWcIA0dB6BoPaHWe7hohxI4cizKIflEfqnoue/M6xBrej2UYvNHVF3/bdktxjIofEFL38Ul7VduFrv3c3BOiSquD6YkX4TV3muIQf+Ig+MM7IPQc7PJu8Id32N3Nx/TEizR2JHWK1LipIojesvg6OEmE+OeOplXdwc+eYRF6vKYSkNp+1UxBdEIIcSZJApOZDu5SMtiLJaFz9sp5MKZilZNvgrt6Cdi3BQAgMyykJtGQomMhxbSCGB1bEk6vB+Ob+Ph4AEBycrLimNVqRWpqKoxGI4KD/1rcXhpCDwgIwIYNG9CsWTO39ZfUPfYqMYdYXRtEB4CHW3jh30l5sJabJlt9vgivdPGFhi15/sjkZquGWuXgMJf0ixCHMQykFu1gadEOloefBXfuOPgD28En7amwEKbNJWQJcPDc+khmWYjtuqG4W3+kBkehSYtYh3OthJBqBNEXL16MZs2aISoqCh9++CHeeustu+d+9NFHOHXqFKZNm4Y333yzrP3NN9/EokWLsGzZMsyYMaPSe+bk5GDWrFkICgrCrl270KRJEwDAtGnT0L9/f8yYMQODBw+Gj0/tCQrZC6L7CSW/sEMNtf+BmhfPYl4PP9y9SVkN9eOzBZjc1hvhXrU7UE/+wlxPh2bnBmj2bgaTn+vp7gAAGMEKzYHt0BzYDrFxNIRBo2HtexdgZ0eBestUBP3n88H/tsvuKZJfAEzPvQUptqMbO0ZI1XXo0MHuIrW+ffti48aNNm3Xrl3DokWLsHPnTqSlpcFoNKJ58+Z4/PHH8be//Q0cR39nXCUwMBBvvPEGXnvtNfTo0QMjRoyAj48PTp8+jd27d2PSpEl4+umnPd1NG2LL9qrtfXKTsbpRPPy01VvQFObFoV8jHXZfsw1yHsuyqm65RwghHicI0H6/HNptaz3dkwrxvx8H//txyEZfWPsOgzBgJKQIethESG2To1IRPU0fBJlhFAulmSps71qRoU106BOmxf5yu9LkWWR8eDIf/+5OxQ8IqZMkEdxRZRBd8g2A1KKdBzpE1EitO8PafwQ0uzcpjmm/WQyhfXfXzs8W5pdUWVNh7T8CUuvOrrs3IS4gNW6qaNPKIpqbMpHs1Ri+GgY865wiPLF+PCK9OaQV2C4NTEg3QZZlMA252A8hhNQAcysT3PnTYC/+AfZSMrhLyWBMRdW7liyBS08Fl54K7C0p+iOzLKSIGEjRrSBGt4IU0wpSZDNAo3Xm23C5mJgYDB48GImJiVi1ahUmTJhQduzDDz9Ebm4uHnzwQfB8yTOVbdu2YcKECfD398eGDRvQvHlzT3Wd1BH2guilFdG9eQbaahSkckSwnsOoKAPWXbJdcJJZLGFLmgmjmpZUibY3NyZRRXRSm3A8xPbdILbvBvPE6eBOHoLmYAK44/vBWKteHby+E2M7wNprCITuAwFff5hNJkgVFGYmhKircqpm4MCBDp0nyzK+/vpreHt7Y+bMmTbHZs6cic8//xyrVq1yKIj+008/ITc3F6+88kpZCB0AmjRpgqeeegrz5s3DL7/8UlYpvVawE0QP+DOIXtsropfqGabDPZF6bE6z3T7JJAILjufjgz7+nukYcYxgBXd0HzQ71oM/e9TTvakQl3EJ3OrF0P7wCYSeg0qqpDdvW++rpDM3r0G/6NWSyQg7xJhWME19G3KgekU6QmobX19fPPPMM4r2qKgom68vXbqEIUOGIDs7G0OGDME999yD/Px8bNy4Ef/85z+xe/duLFu2zF3dbpCmTJmCxo0bY+rUqVixYkVZe+/evfHAAw+UTRZWpPwWiy7l5Qt9YCi4bNst7/rklVTf8NUw1e7P6AheEUQHgB/O5+GFdlRRqjaxWCw2/5cQd/P0zyCTmw3fT9+F5sJpu+dIei/IPi4OccoAm50JRlIGWMtjCvOg3boW2q1rYY1pDUuXvpB5TdVup/eCNbYDpJDw6vbYNUQBmuST4K6lAXZ2NlLQ6oBh97q2X4RUgVpFdL1eC9k/CMxt2+IE7M1rTrkn82dVdLXiB0vPFMBHw2B6Rx+nhbYIIe7BXjijuvWz2KUvwNaN+fCGwvzQM+BOHACba/v9YvNuQ/f9cpifnOWye+u+X676cyL5BcD8kHI+iZDaTgpXBtEBoHVhBpK9Gjt1pxeGYTCsiR4r/rCtUni9WMKpbCs6BtWtQCMhhHiUYAWftBf8jvXgzx1z6a0YSQJ3JQXclZSyxYAyx/8VTo+JhRT9Zzi9inNm7rZw4ULcddddmDp1KjZu3IiWLVvi5MmT2L17NyIjI/H2228DKKma/uijj8JsNqNfv3748ccfFdeKiorC+PHj3f0WSC0m+/qrtodaSwotBupdW/BzYisvRRAdAFYlF5YF0Vk7QXSZguikttLqIHbrD7Fbf6C4sORv38Ht4M4kOfR8p74So5pD6DUUQs9B9N8vIU7isvKOKSkpuHbtGoYMGQKj0WhzzGg0omfPnkhISEB6ejoiIiIqvNbevSVVVAYPVm4JOWTIEMybNw/79u2rVUF02ageRPcXSlbO1oWK6KX+FeeLLWkmlH+kviq5EM+190YzqhJa6zA3r0Gz8xfwuzepTurXZozVAs3eLdDs3QIxsjmsg0ZD6DMMMBgrf3Edw51Jgn7pW2AKlVtplrL2uQtm2o6W1DF+fn545ZVXKj1v8eLFuHXrFubOnWsTXH/99dfRr18/fPvtt3j55ZcVAXbiPPPnz8f777+P2bNn48EHH4Sfnx9OnTqF2bNnY9SoUVi1ahVGjBhR4TWuX78OqxtXTrPh0QgsF0RvV3gV/tZCGKC3W5G/Mp1ZgGMMEGXbsNOPFwpxn++taveXuE5mZqanu0AaOE/8DBrTLiBm7cfQFNjf4aggogUu3j8Zgo+/y/vD5+cg6MQ+BB3fC12OMkyqRnPxd2gu/l7te+Y3bYVbXeKR0zquymF2Z9Jm30DQ8b0IOrm/wu+HGtnHD4UURCe1iFpFdH8tWzIBXz6I7qSK6EBJ8YPhkXr8Wq74gSgD7xzLR8JVMz7uH4BoH5p3IqSu4JOU1dABQOgW7+aekEoZfWAZ/zz0y/6tOKTZvQlCn2EQ23Rx+m25c8dUK7EDgGX88w1vp0xSL0iN1ecu2xRdxXp0c2oQHQCGNNEpgugAsP2qmYLohBDiAOZGBjQ7N4Dfs9mjz9EZUQB3+Ty4y+eh+XPTbJnXlITTY+6onN4kBnCgaJC7xMTEYMeOHXj33XeRkJCAxMREhIWF4amnnsKsWbMQEhICoGTu1GwuKf6zdq36ro59+/alIDqxpTNA1urAWGwLR4X8WRE90MnjqvL6h+vQ1JvD5XK7z2y/akZ6gYAIb54qopO6zWCE0O9uCP3uBpN3G/zhneAPJICroPBRfSKFNIbQewisvYZAbhLt6e4QUu+4NIgOAM2aqW+73axZMyQkJCAlJaXSIHrptdS26iltKz2nMm6r2slqoBabLQ2iB2lk91YQrYHmXsD90Vr8eMm24p8gA28fuY3lfWhyuDJuqZooy9CcOQJDwk/QnDuq2D67wpdqtLB06AHZ4PqKr2xWJrR/nHDoXC4tBdyqRZDXfAxz94EwxY+AEB3r4h66gSxDn/AT9Gs/s7vCUGZZFN7/FExDxgGSDNTg94Wnq3aS+kGv1zv9mpcuXQIA3HXXXTbt/v7+6N27N/773/8iOzubgugusnPnTsydOxfPPvsspk+fXtbeu3dvfP/99+jcuTNee+21SoPojRq5d2JF26EbcOawTRsLGb3zzkNo2h2RkdXbPSISQP8redhxzTZUf76IRbFvOGL9as9Eb0NnsViQmZmJsLAwaLX0gJW4n0d+BmUZ+p0bYPzhEzCSaPe04kFjYHrgKYS7LaAdCbTtgPy/Pw3THyeg37sZ2uP7wQiuW6Dkc/kP+Fz+A5LRB+aeQ2CKvwdi42iX3c+G1QLt8f3Q79kM7R/H3XNPQtwgx6ycPwjQsZBCwsGdt30IwWRdL6n+76Tdy/7V1RebVYofAMDBGxbE/3wD83v64eEWXmDq+Y5phNR5sgz+yG5ls8EIsW2cBzpEKiP0GARh31bwJw4qjulWfoCitz93bnEMixm6lR+o96VTLwg9BjnvXoS4kRzaBDLHgRFtP6u1LsoAAKcH0fs31kHDAtZyjxa2pZswoyM9ryOEEFWCAO74fmh2bAB/+jenXFLyC4AU0Qxs9k0w19Oq9GzeHkawgruUDO5SMjTYAACQNRpIkS0gRcdCjGlVUjm9SVOA89wzi4iIiEp3NI6Pj0dOTo57OkTqD4aB7OsPJsu2CEyY5c+K6C4OorMMg8dijZhz1LaQoCQDqy8U4aXOvmBvKoPoMstCDgxxad8IcTbZNwDWoffCOvReMDevgU/aAzbjCiDXvyrpckAwhE69ITVr7bR5bUKIkstGp3l5JX+Y/fzUtwP39fW1Oc+Ra5W+5k4+Pj4OXwdwY9VOWUYQw4Ip9wvaTyipUsAV3UZammMV42qD8cEM1l3WK6qErrtswf0B6WjlXfMPVg2Bq6omMlYLojZ9Db9TyocGFSkODsetuAHI7tALohsrjuuyMxF0dDeCTuwHX1xQ6fmM2QT93s3Q792MovCmyOrSH7fb94CkdX4w1tUYqwWRm76B96kDds8RDEZcvG8yCmLaAOnpTrs3VY4l1aXRaBAdHe3w+RaLBatXr8b169fh4+ODuLg4dOvWTXFemzZtkJCQgK1bt9pURM/JycHBgwcRFhaGVq1aOeMtEBXbtm0DUDIZWF5YWFjZdooFBQXw9lbf6QVwzSKFirDt1AMMfXKTcdrQu0b9+VtzETuu5SjaN2ZI6BhW9/7m1HdardbtP3+E3MltP4MWM3QrP4Rm3xa7p8haHcyPvwix713w2H8VXXrD2qU3rPk50OzbBs2uX8BmXHbZ7djCfBgSf4Ih8SeILdrBOmAUhJ4DAZ3B6fdirl6CZucv0OzbWuFuRoTUVTkWlYroOlZ1S1LGYgaTmw3ZP8gp924boMH0jt744KT63EC+Vcaze3OwNd2MD/v4Oz3IRQhxHvbKBdVdE4ROvQAP7mJCKsAwME+cDu6ViWDMtkUw2Otp0K7/GpYHJjntdtr1X4O9rtzFTNbpYZ44nR4Gk7qL5yGHRYAp9/mnNIju7MCUj4ZF7zAddl+zrRR6+IYFuRYJfloaLxFCSCnmVuZfu4jnVH/nU8nHv6Q6+R1hcDkg+K/xS3ER2MvnwV36A+ylZHAX/1Ad91TrPVit4FLPgUs9h9JRtazRQopq8WdfYkv6Fh7l0XA6Ic4i+wQA5YLoodY/K6LrXT/OGd/SC3OP5UEsF4H6OrkI/9fRR7UiuhwQQv/9kTpNDgmH9Z4HPd0NQkgd1+D+Erqzaqfs5a14SB3wZxC9deNgRDauOxUcIwFMyC3Al+fNimNf3vDF6jbKRQLkL66smshm34TPx+9Bc/m8Q+fLvAbmuH4w9R8JoUU76BkGjZ3aIwdERgKduiHH+hy0x/bBsHsTNOdPOfRSr2uXEXXta0QkroW552CY4kdAjFTfeaG2ceR7JUTEIO+ZNxAQ3AgBTrovVY4l7paZmYkpU6bYtMXFxeGLL75ATExMWdvUqVOxefNmzJ49GwkJCWjXrh3y8/OxceNGGAwGfPPNNzAYnB8mIyVKd0nIylJfGHfr1i2wLAuNpnYFBqSIGMgGI5hi2y2I++QmI72GD9pGNjVAuz8H5bNY6y4W4+XOPlSFkxDidszNa9D/51/grlywe44UEg7T1LchRbVwY88q4OMP6z1/g/XuB8CePw3Nro3gD+9QbKfqTNyFM+AunIG8enHJtooDRkGKqeFiNnMx+EM7odm1scFsS0karttmlSC6tqQiuhom67rTgugA8FqcL7QsgwUn8hUP+Ur9dKkYh2+YsTw+AAMa00I0QmojPmmvarvQTbn4mdQeclAYLA9Mgm71EsUxzabvIPQaDCmi5nOvbHoqNJu+Uz1meWAS5KCwGt+DEE+SGjdVLMRtXZQByLJLFtINa6IMoosysDPDjLHRNJ9KCGngJBHciUPQ7FgP7uShKlcql719y8LmYnQrSDGtSiodV/R8wOAFqXUnSK07/dVWVADu8nmwF/8Ae+kPcJeSwWZereabssVYLeBSzoJLOftXv7V6SE1blPVZjGkFuVEEwHJOuSch7iL7KVMSIZaS3JU7ChSEe3G4K0KPX9NsF+umF4rYkWHGmFvK4n9qxRwIIYSQhsZlQfTS6uW5ubmqxyuqcm7vWnl5eQgMDLQ5lp+f7/B1ADdX7fT2AcoF0f2FIgBAEz899Pq6FQh9OU6DNRczUSTYflhLyLDiaA6DPo2cuE1nPeXsqols8knoF78BNu92pedKYRGwDhoNa7+7AR9/8KgFK1H0eqD/cJj7D4cl4zI0O9ZDs3cLmKLKq6SzpiIYdv0Cw65fIDZvA+vAMRB6DgJ0tfOBtCPfK2v3gTA/9RK0LqjiCFDlWOIe48ePR+/evdG2bVsYjUZcuHABS5cuxZo1azBmzBjs37+/bDeT0NBQbNu2DU8//TS2bduG7du3AwAMBgOeeOIJtG/f3pNvpd7r1asXPvvsMyxbtgxjxoyx2cVmxYoVuHr1Knr16gWdrpb9fWc5mGPaQH/2iE1z9/wUbOdrtlWYn5bFkCbKyaXkXAGnbwvoEFi7QvmEkPqNO3UY+uVvgynMt3uO0LEnTJNfBbxr4cJghoEU2wHm2A4wj38O/IGEklD35WTX3dJUBM2ODdDs2ACxaUtYB4yE1KojgCosJCrKh2b/dvAHExSLngipj2RZVq2IHqBjIPurP0Rjb16H1KKd0/rAMgxe7uKLIU30eHp3Ni7mi6rnZRRJGLvlFp5r541/dfWFjqNFgoTUJlzSHkWbrNFA7NDDA70hVWEdei/4/dvBXfzdpp0RRehWvI/i1xbXLMAklVyHEZW/38WY1rAOvbf61yaklpDCoxRtPqIJEeZs+Ouc/3ltSIQe/zqi3K1pe7qJguiEkIZLsEKz/SdotvwXbPaNKr1UahQJ66DRELrGlwRKnVGUxssbYpsuENt0+autML8kkH4pGezFP8PpNzNqfi8AjMUE7vxpcOf/Kqgg6/QllZodeDuy0QfF/1rmlL4QUhOyrzKIHmrNA2TZ6TvN2DOxlZfiWSEAfHAiF2NVKqJLFEQnhBBCXJdDbd68OQAgNTVV9Xhpe+l5lV3r2LFjSElJUQTRU1JSHL6Ou8le3oq20iB6mKHurTwN8+LwTFsjFqpsl/zvpDz8OiKYKoW6Eb9jPXRf/weMKNg9R+Z4CF3jIQwaXfIhtxZ/f+TGTWEZ/zwsf3sa/OEd0OzYAO7CGYdey6WcA5dyDvJ3S2DtezeEgaMhRcRU/kI3qex7JTMMLPdPgnXUI7X6e0SII15++WWbrzt27IhPPvkEALBmzRp89dVXeO655wCUjAUeeughGI1G/Prrr+jQoQNyc3Pxww8/YM6cOUhMTMSvv/4Kjqt7fzPrgnHjxuGLL77A/v370a1bNwwfPhx+fn44ceIEdu/eDYPBgHfeecfT3VSVG9NOEUT3kixomXMRQKD6ixx0fzOD6uTSuotF6BDop/IKQghxIkkCd+4Y+F2/gD+8s8KKTZaxE2EZNxFg68C2617eEIaMhTBkLFCY79DCUxuiCP74fmh2/gL22hWHXsJdPg9u1aKq97WKyj5z9R8BqVGEY69h6sD3jDQYRYIMq8pavsoqortC91Atdo8NxexDufj6fJHd85acKUBihgmfDwhE2wBaKEhIbcBkpoNLVz4HENt1B/ReHugRqRKWg/kf/wfDG0+DkWz/KHApZ6FJXF+jsLgmcb1Ntc5SMsvC/I//oyqdpF5QC6IDQJuiqwjUOX9H1zb+PJp4cbhaZLvAI+GqCbIs07M6QkiDw507Bt2qRYrdKSoiczyEbvEQBo2B2Lqze57RGn0gtusKsV3Xv9oK8v4Mp/8B7s/q6WyWsuJydTBmE5jraQ6dK/vQ8w9SO8g+/oo2L8kCo2h2WxB9aBM9wr1YXCuy/XyUmnYTjGBVnE8V0QkhhBAXB9HDw8Nx6NAhFBYWwmg0lh0rLCzEoUOH0LRpU0REVP6gtm/fvvjxxx+RmJiI7t272xxLSEgoO6e2UQui+wmFYAAE6+vmg+fn2/vgi98LkWOxDUQcvGHB1nQz7o6kassuJ1ih+/o/0OzcYPcU2WCEZdQjEOKHQ/arWSDP7bQ6CP3ugdDvHrBXUsDv3ADNvq1gTPYfQpdiigqh3fY/aLf9D2JsB1gHjobQfQCg9VA1Xwe/V6Z/vgaxc283dowQ93viiSewZs0aHDp0qCyI/uyzzyItLQ3Hjx9HWFjJFsze3t6YPn06bty4geXLl2Pt2rV48MEHPdn1eovjOKxbtw7Lli3DunXr8OOPP8JisSA0NBQPPvggXnzxRbRq1crT3VR1I6It1Dbtbnn9HICuKkccd0+kHgaOQbFoO9ZZm1qMf8X50oM8QohLMDm3wO/ZDM2ujZVWQZK9jDA9/SrELn3c1DsnM/pANvpU+WXWex6E9e6/gT1/GprSoL7FXPkLXUQKj4R1wChY+94N+Pq79F4bNmzAF198gRMnTqCoqAhhYWHo3r073nrrLZs5lZSUFCxcuBAHDx5ERkYGAgIC0KpVKzz99NMYMWKES/tI6q7bZvUdZfx1LOSAEMgMC0a2PYe9ec1l/fHRsFjcLwDDIvR4Yf9t3DarL8g5e1vAoA038GZXP0xuawRLYzRCPIpP2qvaLnSLd3NPSHVJUS1gHf4QtBu/VRzT/vczCHF9IQeGVvm6TPYNaP/7meox6/CHIEW1qPI1a8LRcdWRI0ewcOFCHDp0CAUFBYiIiMD999+PGTNmwGCoWrXpo0ePYu7cuTh06BAEQUDbtm0xZcoU3Huverj/+vXrmDNnDrZt24acnBxERkbioYcewgsvvACNhhZg1VZS46aq7a2KMhDggsAUwzAYGqHDV8m2z00yiiScvS2gHe3qRwhpIJicW9B+vxyaA9sdfo0U2rjkGXL8PaqVl93O2xdi+24Q23dDWbw1P6cknF5aNf3i72Czb3qyl4S4jb3/LkOteQjSqxdNcDaeZTAh1oj5x213K402ZameTxXRCSGEEBcG0RmGwWOPPYb33nsPCxYswJtvvll2bMGCBSgoKMCMGTNsXlNUVIT09HQYDAZERkaWtd97771444038Omnn+LRRx9FkyZNAABXr17FZ599hqCgIIwaNcpVb6XaZC/lw/UAoQjBehY8WzcfkPnrWEzv6IM3VLb8+3dSLoZF6OjhnwsxObegX/KGzZZa5UnhUSie9g7kRpF2z6krpKjmsEyYBsvfJ4M/mAjNjvXgLv7h0Gu55FPgkk9BXr0E1vh7YB04CrKdqiSu4PD36oU5bu0XIZ4SFBQEoORvPQDk5+fj4MGD6NSpU1kI/U7x8fFYvnw5Tp48SUF0F9LpdJg+fTqmT5/u6a5USXp4LNqABQ/bUFTE1XM1vra3hsXdkXr8dKnYpv1ygYhjWVbEhWhrfA9CCAEASCK4k4eh2fULuOMHFNUn1YgRMTA9/zZkBytv1zsMAym2A8yxHWB+5DnwBxOg2fkLuCsX3HJ7WaOF0GMQrANHQmrZweWVsmRZxvTp07Fy5UrExMTg/vvvh7e3N65du4Z9+/YhLS2tLDB15MgRjB49GlarFcOHD8eYMWNw8+ZNbNiwAY888ghefvllxc41xDUcDbjVFuULDZQK0LEAz0MOCgFTrhKbqyqi32lMtAHdQ7WYsuc2EjPUF52YReCVw7nYmm7CsvgAhHtRRV1CPIVP2qNok1kWQl1dONdAWcZNBP/bTrA3bBdGMqYi6FZ9BNMLc6o2/pFl6FZ9pFpgRAptXLK7j5tUZVy1fv16/OMf/wDHcRgzZgxCQ0Nx6NAhLFiwAHv27MHPP/8Mnc6xwie7d+/G/fffD71ej/vuuw/e3t5Yv349nnjiCaSnp+P555+3OT8zMxNDhw7F1atXMWrUKDRv3hz79u3DnDlzkJSUhG+//bbOLZDPyMjATz/9hG3btuH8+fPIzMxEQEAAevbsiRdeeAHdunVTvCYvLw/z5s3D+vXrcePGDYSFhWHcuHF46aWX4O2tLABVG0iN1ef4WxdlIEDnmu/Z0Ai9IogOANuvmiiITgip/0QBmoSfoP3fl2CKCys9XWZZiHH9YB00BmLbuNq/w6CPP8QOPSB26FEWTmfyboO9eEfl9It/gM1RD8USUpfJdop+hFly3VYRHQCebeeNby8UIa3grx1omprUF4TIwWrlswghhJCGpcpB9FWrVuHAgQMAgLNnS7ZT/Prrr7F3b0nVk969e2PChAkAgBdeeAGbNm3CokWLcPLkSXTq1AknTpxAYmIi4uLi8Mwzz9hcOykpCaNHj0bfvn2xcePGsnZ/f38sWLAAkydPxoABA8oqRaxbtw7Z2dn48ssv4eNT9YpqLqdSEd1fKESooZZ/sKnEU22MWH6mANeLbYMSZ24LWJtajL81p+1WXYFN/R36/7wG9rb9D5RC5z4w/fNVwGC0e06dpDNAGDASwoCRYC8lQ7NjA/gD28CYTZW+lCnMg3bzD9Bu/gFCmy4QBo2G0DUe4F03Eevw92rybNXfE4TUR0eOHAEAREWVPJSxWkumzm7duqV6flZWyX8/jj7YIw3LLehxwjsKXQsu2bSHXjkLqyzXOBh4b4xBEUQHgP9dLKYgOiGkxpis69Ds3gR+96YKx4vlWXsOhvnJmYCuahUY6y2jD4Qh4yAMGQf24h8lVdIPJDi0k1JViVEtYB04CkKvIUA1qrlX18cff4yVK1di0qRJmD9/PjjONmQrCELZ/z9//nwUFxdj9erVGDlyZFn7Sy+9hL59++Kjjz7C9OnTaWzlQlUJuNUmORb1RTB+2pK5Kzm4EVAuiM5mua4i+p3CvTj8eFcQPj1XiDeO5MIsqp+3I8OM+J9v4Oe7gyl0RYgHMLezwF04o2gXW3UCvP080CNSbVodzI+/CMN7LyoO8cf2gTuyG2L3AQ5fjjuyG/yxfarHzI+/6NZdLB0dVxUXF2PGjBlgGAZbtmxB586dAZT8nZ81axY+++wzLFu2zKEF/YIg4IUXXgDLsti4cSM6duwIAJg1axaGDBmCt99+G2PHji2bKwOAN954A+np6fjggw/wj3/8o+zekyZNwtq1a7F27Vo88MADzvgncZtPP/0UixYtQkxMDAYNGoTg4GCkpKRg48aN2LhxIz7//HPcd999ZecXFhZi5MiROHXqFAYPHowHHngAJ0+exOLFi7Fv3z5s2rQJen0t3JlXZ0CBXwi8c23DSW0KMyC6KDA1IFwHngGEcusKt6Wb8EKHWvjMlBBCnIQ9fxq6VR+Cu5JS6blScBisA0ZB6D8Csn+QG3rnOrJvAMROPSF26vlXOD3nlm0w/dIfYHNve7SfhNSUvYroIVb3BtH9tCxWDAjE8E03y8ZbTakiOiGEEGJXlYPoBw4cwHfffWfTdvDgQRw8eLDs69IgutFoxMaNGzFv3jxs2LABe/bsQVhYGJ577jm89NJLVdrC8O9//zuCgoKwcOHCsqoPnTp1wsyZMzFw4MCqvg23kI3KgKlBsiJCa+fJWR3hxbN4qbMvph/IURx751gexkYboOXqVlWO2o7fuxm6lQvBWK12z7GMnQDLuMdr/wruGpKiY2F+4kWYH/on+APbS6qkOzDRAAD8uWPgzx2D5BsAIf4eWAeOhhza2Kn94/dugW7l+xV/r8Y8Bsu9T9T77xVpeJKTkxEREQEvLy9Fe+nOKKUPywIDA9GyZUucP38eq1atKhs7AEBOTg6WLFkCoKQyOiHl5Vgk7PeLVQTRdQW3IdzIgBzWpEbXvytCD2+eQUG5J3nrLhbj3919afcXQkjVCVZwx/ZBs2sjuNNHwMjqFYjVyLwGlr89DevdD7i8AnddJcW0gjmmFcwPPQP+8M6Sf2eVQFxVyHoDhF5DS6qfR7dy+799cXEx5s+fj+joaMybN08RlgIAnv9rSufSpUtgGAbDhg2zOScqKgpt27bFoUOHUFhYSEF0F6rKwoHaJMesHkT3/zOILgWHg8MJm2NMViYgSW75TMsyDP7Z1hsDwnWYtCsbZ26r/ztmmST8ffstbB8VgkZUGZ0Qt+KOqgeNxa70eb4uEtt1hbXfPdDs3aw4pvv6IxS1jXNsYV5hPnRff6R6yNrvHojtuta0qw6ryrjq8OHDyMrKwrhx48pC6EDJDsCvvvoqPvvsM6xYsQLTpk2rtDL57t27cfHiRYwfP74shA4Afn5+mDFjBp599ll89913eOmllwCU7B64bt06REdH44knnrC59xtvvIG1a9fiq6++qnNB9Li4OPzyyy/o16+fTfv+/fsxduxYzJgxAyNHjiwbp3700Uc4deoUpk2bZrPT8ptvvolFixZh2bJlit2Wa4uswEhFEL110VVkuCgw5atl0TNMi33XLTbtBzMtyLNI8NVW4b6yDO7sUTC52RBjO5QsRiSEkNomLwe6Hz6BZs+vlZ4qRjWH5f5JEDv2ANj6+xlR9g+C2LkPxM5/7kQky2BuZ5WE0y8lg01LBayWii9Seq36VuiO1Fn2guihlrySHfzcqHuoFv/q6os3juQBUK+ILjMs5MAQt/aLEEIIqY2qHERfvnw5li9f7vD5fn5+mDt3LubOnVvpufHx8cjJybF7fOjQoRg6dKjD9/Y02U6l42hWWWGzrnk01guLT+cjNd82VH8pX8TX5wvxZGuq8uwUogDt98uh3brW7imyTg/T07Mhduvvxo7VAgYjhMFjIQwaAzb1XEmV9EOJYCzqW3bfic27De3G76Dd+B2E9t1hHTS65AM6X+VfiX8RBWi//xjarT/aPUXW6WF66pUqVQ4ipC5Zu3Ytli1bhj59+iAyMhJeXl64cOECtm3bBqvVihkzZqBv375l57/77rt4+OGHMXXqVKxduxYdO3ZETk4Ofv31V2RlZWHMmDG1drEZ8axci4RTfq3w/NWtimPc+dMQahhEN/AMRkTp8UOq7ZjtapGIwzcs6BVGIT5CiIMkEZotP0Kz6XuweVWrRiT5BUDodw+sg8ZADgl3UQfrGb0XhP4jIPQfAebaFXAX/3D4YdudZP8giK06AnrP7faVmJiInJwcjB8/HqIoYtOmTUhJSYGfnx8GDhyIZs2a2Zzfpk0bnD9/Htu2bbOpiJ6WloazZ8+iffv2CAwMdPfbaDCqunCgNrltL4iuKwnXSSq/fxhRAJOTBTkw1KV9u1ObAA0SR4diztE8LD5doHpOeqGIhxNuYePwYHjxtPCbEHfhk/aotgtd+6m2k9rP/PAz4E4cBJufY9PO5mbD+H8PQ9ZUvlMYY7WAKVL+vpZ8/GF++BmVV7hOVcZVmZklu4A0bdpUcR1/f3/4+/sjLS0Nly5dQkxMTIX3Ld1FePDgwYpjQ4YMAQDs2/fXQo7ffvsNZrMZgwYNUoTco6Ki0LJlSxw6dAiiKKqONWqrMWPGqLb36dMH8fHxSExMxNmzZ9GlSxfIsoyvv/4a3t7emDlzps35M2fOxOeff45Vq1bV2iB6hn8EonHUpi3MmgezUABAPVBVU8Oa6BVBdEEGdl8zY1RTx4qBMTm3oF/6FrjkkwAAWauDecI0CPHDnd5fQgipFkkEv/MX6H78HExhfoWnygYjLPf9A9YhYwGudn4OdymGgRwYAjEwBGIcjcfrqtWrV2PKlCkVntO/f3+sX7++wnP27NmD0aNH2z2+dOlSjB8/vlp9dCXZ11+1PdSah0C9++d7nm/vjd3XzEi4aka0SkV0s18QwNMOfYQQQkgDHH27j0lnhFpMKYo1ub0vzqZhGbwa54sndynDFO8dz8dDzb1g1NBDvxrJz4F+2b/Bnz1q9xQppDFM0+ZAimhm95x6j2EgNW8Lc/O2MD/8LDT7t4HfsR7c1UsOvZw//Rv4079B8g+C0H8ErANGVr3aR0Eu9Evfqvx79cIcSJEN+HtF6r34+HgkJyfj5MmTOHDgAIqKihAUFIRhw4Zh0qRJigdvw4YNw9atW/Gf//wHBw8exL59+6DX6xEbG4tZs2bhySef9NA7IbVdjrmkIroa7vxpCP3urvE97o0xKILoALD2YjEF0QkhjinIg/7jt8Gf+s3hl8gMA7FDD1gHjILYuXfNFko2cHJ4FITwKE93o9qOHz8OAOA4Dn379sWFCxfKjrEsi2effRZz5swpa3vttddw6NAhTJw4EcOHD0eLFi1w8+ZNbNiwAdHR0fjyyy/d/RYalKouHKhNcizqQfTSClP2Ph8zWdfdGkQHAB3H4O3ufhjaRI9n9mQjo0jZ92NZVvxz922sHBRIu9gQ4g6F+eB+P6ZoFmNau/13BHEibz9Yxj8H/cdzFIeYogLU5LerZfxzgLdfDa5QdVUZVwUFBQEALl++rLhObm5uWSGlCxcuVBpET0kp2cWzefPmimNhYWHw9vZGamqq4nx744ZmzZrh/PnzSEtLQ3R0dIX3ris0mpLATmmwPiUlBdeuXcOQIUNgNNpWZTUajejZsycSEhKQnp6OiIgIt/e3Mpd9m6CPSntAVhoQ5Jog+pAIPd5MylO0b083ORREZ1POQv+f18Hm/BWqYixm6L54D5ABoT+F0QkhnsVe/B26rz4sKTZQCWvvobA89Axk/yA39IwQ1+nQoUPZrjnlrV+/HufOnStb2OiIvn37KnanKb1PbST7qH9eaGTNgzfv/rkelmHwcXwA4n++oVoR/SQbhCYWCX5V2Y2GEEIIqYfoqbYL5fJGqA2RGjN1vyI6UBLQWnSqAKeyrTbtmcUSPj1XiOkdHdiis74rKgB/YDt8Th9Bi1s3odPrwTq4dTV7Lc1m8q88oV03mJ59HfD2dVZv6z6jD6zD7oN16L1gz58uqZL+2w4wVmulL2VzbkG7/mtoNnwDqVkbyFrHQ4aVf6+6wvTsG/S9IvVev379VCcyKhIXF4eVK1e6pkOk3sqxSMjQBeKSLhjRZtvfv+z5U065x+AmevhpGeRaZJv2ny8VY14PP3AsBZsIIfaxl89Dv/h1sDevOXS+FBgKof9wWPuPgBwU5uLekbogK6vk79vSpUvRqVMnJCYmIjY2FidPnsS0adOwZMkSxMTElC3ci42NxbZt2/D4449jw4YNZdcJDAzE+PHjKw1KkZqp6sKB2iTXLKu2+//58EytIjoAsDevQ4rt6LJ+VWRAYx32jQvD+IRb2J+p3PVg/WUT3k7Kwxvd3Bt0JKQh4o8fACOKinaha7wHekOcSeg1BMK+LVVaVFnpNTt0h9DL8cCMs1RlXNWzZ0/4+vpi48aNOHHiBDp16lR2nXfffbfs/8/Nza30vnl5JeFgX1/1OWEfH5+yc+48389P/e9X6XUcuXddkJaWhp07d6JRo0Zo164dAMfC+AkJCUhJSak0iG4yub8g1B9ednaySkuBqal6QYWaamGQ0cjA4Hqx7ZhuW7oJxcXFiur6d9Lt3wrD6sVgBOXzE0aWoVvxHqyiAHPvYU7tM3/hDPS7fgEjSTD3GARLx55APVlAaLFYbP4vIe5U337+2Mx0GLathX7vZjCy+ufWUkJ4FAofngJrqz//bnvgb0B9odfrPd0FAqBjx47o2FE552KxWPDZZ5+B53k8/PDDDl+vX79+eOWVV5zZRdfieOTpfOBrtt0BIULMq3Bs40ohBg6fxAeg6RZlJuQPTTAW7MvBioEBHusfIYQQUhtQEN2FbnFeUKu/1kgucntfXIFlGLze1Rd/23ZLcWzRqXw80coIf13DXPXHXvwdmsT14A8mgrGUfNh1Zu1Uyz0PwvLg0w1zSzFHMAyk2A4wx3aAefwUaPZuhWbHerDX0yp/qSyDSznrtK7Q94oQQpwv58/A1H6/WETfsJ304a5eAgrzAWPNFsTpOAajmhqw+rztuO1GsYS91y0Y0JiqohNC1PF7t0C3ciEYa8UP/mSOg9i5T0n18w7dAJZzUw9JXSBJJZWetVotVq9ejfDwklBLnz59sHLlSvTr1w9LliwpC6InJSVh/PjxaNu2LXbu3InY2FjcuHEDn376KV5++WUcPHiQFv+5UFUXDvw/e/cdXkWV/3H8PXNreie0QEIJTYpgoTcVRMAuitjrWlZR17Y/17WtXdEVsa+IsnZXQRBBuoAgKGKj1wAJaTf91pnfHxEkzNyQhNybwvf1PD7KmXaAmHty5ns+J5iGKJjKLTd+r7IoYAt4cLsV1JgEIk2uC2TvaZD+HhQBvDUoinEL/GwrMSajT/m5lLQInUs7ykv06jS3YhURfjFrlpi2l/c8hUANvkfI12Dj5r3kFhI23Yji9RzzvXS7g+JLbkHzHPu9jnS0gqnajKuio6N57LHHuO222xg1ahTnnHMOLVq0YM2aNaxfv57MzEw2b95c47AZYc7n83HjjTfi8Xh46KGHDiWi17QY//AC/mCys7Px1SCgpj79oJgn8FZs/o297U8I2XNPibUzq6Lq+4e95RpLN+2lY5RJ8WbAT5tvPiHm+4XV3lfRdaKnP09+oYvCnv2PvaO6Ruq3c0le+sWhJsfapRR36E7WmZfiSWw+i7JzcnIaugviONaUv/6UgJ+4TT+S/MMyYnZuPOr5AZuD7KHjyT3lNHSLFfYc/T2wCM5mszWbXVeaqzlz5lBQUMDYsWNp0aJ570BV4Ig1FKK38h19DBhKw6PLidCM48vdzmT+t7OCYZsdXNUlyuRKIYQQ4vgglZEhdEA1e1UHyf7mUYgOcHobBwNS7aw6IoGqyKvz4s8lx1f6lLsc66qF2BbPxrJrc0geodvseK65G//A+k2gaNai4/CdeRG+0Rdi2bge6+LZWNcuQwn4Q/pY3WbHc/Xf8A8aFdLnCCHE8cjlrXyJvDIuk0sPrDQct2z9lUDvY39Bdn6GsRAd4H87yqUQXQhh5Pdh/+/L2Bd+Xu1pWmobfMPG4h80WrYKFkEdLLLp06fPoWKpg7p37056ejrbt2/H5XIRFRXFNddcg6qqvPfee0RGVs5FpKen8/jjj7Nr1y4+//xzvvvuO/r3r4cCEmFQ24UDwTREwdR+l50jpwdjLDpZWVmVv9A04lULqlY18di9azt7GsFL/mcyFa7+yUmR35g4dff3pUSU53NSvLFQXVTVlItVRMNRfB56/bLW0F6R3IqdPmpVCCRfg41XyehLaTd7OgrVJ5FWR0dh9+hLKajw1XuBWE0KpmozroqPj+eKK66gVatWvPjii8ydO5dAIMCJJ57IF198wQsvvMDmzZtJTk4+at+OVjRdUlJCfHy84fxgiedHK9JuKjRN4+abb2blypVceeWVXHLJJSF5TsuWLUNy3+rk/F5Eri2GFF/Voqn4MhdqWlrInjte9zArp9TQ/puexPC0iCptSmkRMa8/jn3TTzW6t4JO+1lvk5SUhOfUkXXuo+IuJ3r6czh+XGE4Frv9N7q9/jAVoy6kfMzFYG+6Cwm9Xi85OTmkpqZit9sbujviONOUv/7U3P04v/0K54r5qCWuGl3j6TuYsotuxJGYQvV7ZAjRfMyYMQOAK664olbXbd++nWnTpuF2u2ndujVDhw6ldevWoehivcm1xZHO3iptyQ1ciK7kZZu273SmAHDfahcnp9jpkWgLZ7eEEEKIRkMK0UNovxJh2p6oNZ9CdEVR+Ge/WM6ca9yC5tXfyrixezQtI5t3sp+6awu2xbOxrvoGxR26v1stsQXu2x5Fy+gSsmc0a4pCoNuJBLqdiLe4EOvyediWzEY9sK/eH6UlpuC+7TH5uxJCiBA5vBDdjGXLL/VSiD60lYMkh0q+p2rx0qxdbp4ZoGNTZYs9IUQlpTAP59SHsGz9Jeg5WnwynmvvJtDzlGaz7bgInc6dOwPBC40Otrvdbvbu3cuuXbsYP378oSL0ww0ZMoQ5c+awYcMGKUQPkdoWuAXTEAVTvq3FQNXi98QIC2mHFUvpSS0gd3+Vc2LcpVXOaShpwPR4HxMWF+M7ot48oCvctymCOaPi6BTbvOem6qopF6uIhmf/cQWq35hkrp88rMbfH+RrsAlIu5jizl0r/75LzQukq6NFx+E9cRBRXXrTUNmAtRlXHXTGGWdwxhnGMJgbb7wRVVXp3bv3UZ/bsWNHALZt20afPn2qHMvJyaG0tJS+ffsazt++fbvp/bZv347dbqdt26ZbbqdpGrfccgsff/wxEyZMYMqUKVWO17QY/+B51TlaUn4ouHwuNka2JqVoU5V2a/aekPbnjPZ2LCtLCRyxXmRpToA7T/zzuequLTj//QBqXu0W/yi6RvTbz2KzO/APOK3W/VNysnC++EDlLobBzvH7iJz7Ps41i/FcdhuBEwfW+jmNid1ub5CvQSGgCX39BfxYflyFbcksLL+sRdFrtuhNS22D5/LbCfQ8BRk9iuPJ7t27Wbp0KW3atOH000+v1bUff/wxH3/88aFfW61WbrjhBh599NFDO9M0NvttxvFekqf2P4/UJzVIIfouZ+UiVXcArllSwKLxKUTZZAclIYQQxx8pRA+hLN08ET2uGSWiA/RPdTA6zcnXe6put1oR0HnmpxKeGxDfMB0LJY8b6+rFlT8cb/s95I8LdOmN+9aH0GMTQv6s44Eem4Bv7ER8Yy7G8vsP2BbNwvLjCpRA4OgXH0Ugs1fl31VcYj30VAghhJmiPwrDf4lKo8gSQVygospxy+af6+U5NlXh7HQnb2+qOnYr8Ggs3efh9LZNYEJfCBFy6qYNOF9+CLWoIOg5gS69cd/8oCSgixobMmQIAJs3G3fb8vl8bN++naioKJKTk8nOrnwJkpdnXCB+eLvDIbt5hEpdCtzMNESxQLHfmCaV4LBU6YveorWhEN2an9NoihtGtHPy70EWblpeaDhW5NO5fFkJ34xLIcnZOF+uNgZNplhFNCqODavND5w6otZfT/I12Mj1PpVA71Op68yp5Y9/GkptxlXV+e6779i9ezejRo2qUSr5oEGDeP7551m0aBEXXHBBlWMLFy48dM5BJ510Ena7ncWLF6PrOsphi1d3797Nli1bGDJkCFZr03ytdzAJ/YMPPuDCCy/klVdeQVWrFujUpBj/8PMam0KPzsbI1gw5ohBdyc8Bjxscofk+F+9QOaWFcefiVTkeSn0a0TYV6+pFON58CsXrCXof71kTwWbH/sU7hmOKruF47V+gKvhrkYxu+fl7nNMeRik3JrabUfOyiXjh7/j7DMRz2V/RU1od/SIhRJOi5OdgWzoH69K5qC7zeQwzus2Od/xl+MZcDHaZ3xDHn5kzZ6JpGhMnTqxx8XhycjIPPfQQo0ePpl27dpSXl7NmzRoefvhhpk2bhqIo/Otf/zrqfY42n1XfdF1nr9VYiB7jLqGgvAzUhvnpImJ/lmn7wUR0gE1Ffv62soApp0aHq1vNltfrrfJvIcJJvv5EfTge5zqb5oxVE7FbM/+CivCUEt6NlkPvH31jmb/Hbdig851NZdzaI5qM2ObxpaZm7cC6ZDa2FV+jlJfV6lp3YirWyCiU2qSnOiLwnzgI3+iLoIlOMDdqqkqgx0kEepyE4srHuvwrLL+uQymrw7ZOh/6uLgSrbLckhBCh5PJWjjg0ReW72M6MLtxQ5bi6/Xfw++rl+/H5GZGGQnSAz3ZUSCG6EMc7Xcc2/1PsH0yrdkGjd/RFeCfcKON5USsZGRmMHDmSRYsWMWPGjCpb7k6ZMoWioiImTJiA1WqlW7duxMbGsnr1ahYtWsTIkX8WhmRlZTF9+nQURalS6CTqV30VuDWEwiN2foHKYqbD6cnGpHal4AAE/GBpHN/bJnaKZFuxn2d/KjEc21ES4LJFBXw+OhmHRXakEKJe+P1Y1680NGtJqWjp5jtXCdFQajOugsrU7SMTt/fv389tt92G1Wrl73//e5VjPp+PHTt2YLPZyMjIONQ+bNgw0tPT+eSTT7jxxhvp1asXUJn2/fzzz2O327nkkksOnR8bG8v555/PBx98wNtvv80111wDVBbiPPLIIwBceeWV9fgnEz6HF6Gff/75vPbaa6YFVB07dqRVq1asXr2asrIyoqL+zNEvKytj9erVtG/fvlGmwmu6jsursTGyjeGYouuo2XvQ2ncO2fNPb+M0FKJ7NVi+t5xz1szEPuf9oNfqdgeea+6pTDvXdUDH/sUMw3mKruF49TF0RSVwyvDqO6Tr2L76EPtHr6PoxvHm0VjXr8Ty69rKotOzLgGb5B4L0aRpGpYNq7EtnoXlp9W1+r6g22z4Tx6B9/yrZXGKOG5pmsbMmTNRFIXLLrusxtd169aNbt26Hfp1VFQUY8eO5aSTTmLQoEG89tprTJ48mZSUlGruAtnZ2fh84atwKg9AtkkhuorO/s0b8UcdfXecUGi7a5thlycNhT2OquEz72/30M1azJgWxx6CKCp3kxKiocjXn6grm81Genp6Q3cj7BrH26Jmaq/Pilux4dSrDsrUspqt/G9KTki0cVGHCD7aXjWR1K/D4z8W88awJpwO7fVg/X4ptiWza52wqkdE4Rt4BmWDRrNTs5KWlnZcrnhpCvT4JHzjL8M3vuY/vAkhhAg/Xdcp8v45Ub0yLtNQiK74vKi7tqB17H7MzxuYaic1QiWnourk+Je7K5gSiJdiJiGOU4rPQ/R/nsaxZnHQc3S7E881d9dp63IhAJ577jlGjRrFbbfdxpw5c+jcuTMbNmxg2bJlpKWl8eijjwKVSeePPPIIkydP5sILL2T06NFkZmaSk5PDl19+SWlpKbfeeiudOnVq4N9R81XbArfG5OACv8MlHFGIrpm87Fc0DaUgt1EVAvz9xBi2F/v5bEeF4diqHC9/XVHIa0MSqiTMCiHqxrJxvWm6rb/vYJD/x0QjVNNxFcBrr73GRx99RP/+/UlJSSErK4uvvvqK8vJyXnrpJfr06VPl3vv27eOUU04hLS2Nn3/+8/2B1Wrl3//+NxdccAFjx47l/PPPJzo6mlmzZrFnzx4effRR2rdvX+VeDz30EN9++y133XUXS5YsoUOHDqxYsYLvv/+eM88805Cs3hRomsYtt9zCBx98wLnnnsvrr78eNMVTURQuv/xynn76aZ555hkeeuihQ8eeeeYZSktLufPOO8PU89op9upoOmyMbG16XN23O7SF6G0dPPpD1bY4Xxld33wO+54fzC+icgGR+/bH/uybouA972rQNOyz3zOcr2gazlcewa0oBE4eZn5TjxvHf57B9t3CoM/VY+Lw9xmI9duvgxakKj4vjs/+g23FfDyX306g58lB7yeEaLwUVz7OaY9g2fRTra7TWqbhGzEe3+DREH30nUiEaM6WLFlCVlbWoYWOxyo1NZWzzjqLGTNmsHbtWsaMGVPt+S1bGgMKQmlPWYADdvNi87YxkQTapIW1PwfFeoxBlbnOBHyqcb7vqe0OTs+Mp0OM7M5XV16vl5ycHFJTU7HbZVGiCC/5+hOibhrfG7Bm5EBFgEJbFK28rqoHargFXVPz976xfLajAv8R7zA/3l7BgNQyruoSidqEXkQo+3djW/IltuXzap2QHcjoim/EePz9R4IjgoDbDXv2hKinQgghxPGjxKcTOGyssTLOPG3PsuWXeilEt6gK56RH8PrvVSeYir06C/e6OatdxDE/QwjRtKi5++jy9pM4D5hvxQmgtWiN+7bH0NI6hLFnornJyMhg8eLFPP744yxcuJBFixaRmprK9ddfzz333FMlreiqq66iffv2vPrqq6xZs4b58+cTFRVFr169uOqqq5gwYUID/k6OD7UpcGssDiZ3HinefvREdAA1L5tAIypEVxWFlwcnsKfUz/e5xqSuj7ZV0DnWyt19GiY5S4jmxLpuuWl7oN/gMPdEiJqpzbjqlFNOYcWKFcybNw+Xy0ViYiJnnHEGt99+O717967Vc4cOHcq8efN44okn+N///ofP56N79+48/PDDnH/++YbzW7ZsyTfffMNjjz3G/PnzmTdvHmlpafzf//0ft99+e5NcTPXUU0/x/vvvEx0dTadOnXjmmWcM54wdO/ZQYvztt9/O3LlzeeGFF9iwYQO9e/fmp59+YtGiRfTt25ebbrop3L+FGjm4y8zvUUEK0ffvCunzeybaaBGhcuCPIIVuZVl8+ssUMiuyg14T6Nqbilsehtj4qgcUBe8F11YWo8/5r+G6P4vRHyJw0pCqx/Kycf77H1h2bQn+3HadcN/+GHpyS3xnnI9jxgtYtv4a9Hw1J4uIZ+/Gf/IwPJfegp7YIui5QojGRd32G85/P4jqyqvR+brFir/fEPwjzybQtY8scBTiDzNmVO5UcnjwwbFKSqpM8S4vN+4IfKRwBy2WlXo5YDOfu3G6ywk0UPCjtTDX0BbduhUxNoUSX9UiqTI//GVlGQvGpUig1TGy2+0S9ikajHz9CVE7UogeQgfKNVzWSEMhullaTHOQHmPlqi5RvLnRuBLwzlUuPtpWzpSB8XRLsDVA72rI78O6bjnWRbOwblxfq0t1ZwT+/qfjGzFetqAVQgghQuTIYqnVsR3xo2Klartlyy/4zqyforsLMoyF6AD/21EhhehCHGcsP31H/KuPoVbzM52/d3/cN/4fRMWEsWeiuWrbti3Tpk2r0bkjRoxgxIgRIe6RCKY2BW6NRYmvMrnzSEcWopslogMoudnQzfRQg4mwKsw8LYnTv8xld6lxC+R//VhCh1grF3SIbIDeCdFMaBqWH741NOsxcQS69GqADglRMzUdVw0bNoxhw4IkPZto3749Lpcr6PF+/frxySef1Ph+LVu2ZOrUqTU+v7HbvXs3AKWlpTz77LOm57Rr1+5QIXpUVBRz5szhySefZPbs2SxfvpzU1FRuvfVW7r33XiIiGuc8zMFC9D2OJMpUB1Gap8pxdV9oC9FVReG0Nk7e31rOuLx1zPh9GrEBd9Dzvaefh3fiLRBsxx5FwXvR9aDr2Oe+bzwcCOCc9hDuWx8m0LdyEZK6cT0RU/+JUlIU9Lm+U0fiufYecFQWc2jtO1Pxfy9h/fZrHB+9Wu211u+XYtmwGt+oCwlk9iSQ3sVYRC+EaDSsy7/CMf15FL9xkfCRtJRWlQFvQ8agxyaEoXdCNB0FBQXMnTuXhIQExo0bV2/3Xbt2LVA5DmtsCj0auUES0ZViV3g7c5Cuo+QZF/jZU1vx4sB4rllaaDi2ocDHP74v4un+8WHooBBCiKZu9uzZvPXWW/z000+Ul5eTmprKySefzMMPP0zbtm3x+XzMnTuXr776ih9++IG9e/eiKApdunTh0ksv5aqrrgq6A124SCF6iOi6zgF3gCKr8cVWcy1EB/hb7xj+u7Wc8iNj0YHvDngZOusAt58Qw996x+C0Np6Vf0rOXmxLvsS6/CvUEletrg2064Rv5Nn4+58OEfIiUwghhAgll6dqwXm5xcn66PacVLqjSru65WfQ9XpJTTm5hZ22URayyqoWM83d7abcrxFpVYNcKYRoNjQN2xczsH/xDopuUrUJ6IqC99yr8J19OajyfUGI41FtFg40BkeOqw6Kd1QdP1WXiN4YtYiw8OHpSYyek0uxz/g9++ZvC0mLtnBKC0cD9E6Ipk/d/juqK9/Q7j9xEKiy7bgQoqpXXnmFV155pVbXxMXF8cQTT/DEE0+EqFf1r+CPcZWuqGyMbEW/0p1VjishLkQHOKONg4LVq/j0lylYCPJzq9WG58o78A896+g3VBS8E24ALYB93kfGw4EAzqmVxehqfg72919GCRgXAsIfPy9fdAO+sy4xztWpKv6hY/D3HYTjkzexLpkd9OduxePGPvu9Q7/WklPR0rsQSO+CltGFQHomRMvuN0I0KL8f+wevYF/wabWn6apKoO9gfMPHE+jRT+bShAjigw8+wOv1cvXVV+NwmM9j5Ofnk5+fT1JS0qGkc4D169fTp08fw/mvvPIKy5cvp2PHjvTt2zdUXa+zfI9Gji3O9JhSYiz4DgelxIXi9Rja9eSWnN8hkqX7Pbyz2Zgu//rvZQxt5WBc+8a5mFIIIUTD03WdO+64g+nTp5ORkcEFF1xAdHQ0+/fvZ8WKFezZs4e2bduyY8cOrrzySqKjoxk6dChjxoyhuLiYefPmcddddzF//nw++OCDBt1NTwrRQ8Tl1fFp4DItRC9pgB6FR8tIC7f3jOaJH81/jz4Nnt1Qwmc7ypkyMIFhrRvwpZ/fj+XHFdgWz8b669paXarbHfhPHYlvxNloHbrK1mBCCCFEmLi8xhdRK+MyjYXoRYUoB/ahp7Y55meqisJ5GRG89EvVc14iKAABAABJREFUxYRlfp0FWR7OSZcJJCGatbISnK8/jnX9qqCn6JHRuP/yAIHe/cPYMSGEODZH7jRzULyjagGAHpeIbrOj+LxV2pXc/SHr27HqlmBj+ohELlqQT+CI4aMnAJcuLOCbcSmkx8jUqBC1ZV233LTd329wmHsihBCNR+FhC/w2RrYxFKKr2VkQ8IMldGOPEW2ctNszO2gRuhafhPuvj6B16lHzmyoK3ktuqkxG//pj4+GAH+e/HwhaOA5//Lx80z8I9Dq1+mdFx+K56k58Q8/CMWMKlh2bjto9NS8HNS8H69plh9q0lFZo6ZkEMrr8UaSeKTuWCREuxS6c0x7G+vuPQU/R4pMrA96GnoWekBzGzgnRNL33XuUCrCuuuCLoOa+//jpPPfUU9957L/fff/+h9ssvvxybzcaJJ55I69atKS8v5/vvv2fDhg3ExcXx+uuvN3hyqpkCt8aBRpaIruSahzFof4Q3PHFqHGsOePnd5Tecc+u3hfROspEWLXNQQgghjF599VWmT5/Oddddx1NPPWX4bPb7Kz9boqOjefbZZ5k4cSJRUVGHjj/22GOMGzeOr7/+mi+++IJzzz03nN2vQj7pQiSnonLVf6E1ynCsOSeiA9zdO4YDFRpvbSwLes72kgDnfJ3HxE6RPHZyLElOC+quLdj/+zKW3VtBM38ZWq8CPhTf0bcDq3JJ2wz8w8fjG3iGTFwJIYQQDaDIpGBqZVwmt+392tBu2fIz/nooRAc436QQHeDT7eVSiC5EM6bu2Y7zpX+g5uwNek6gbQfctz1aLwtfhBAinIImotuPSKJTFPTkVJT9e6o0N9ZE9INGtnHydP847lpVZDiW59a4eEE+X49NMRTeCyGqoeumhei6M4JA934N0CEhhGgcCg4vRI9qbTiuBPwoufvRW6aFrA8JDpW+5btNj/0Q35kW9z9GfMvU2t9YUfBOvBl0Dft8Y8JxdUXogdbpuG9/DL1l2xo/TuvQlYoHp2Fd8iWOT95EKatduJeaux81dz/W75ceatOdEUDtAqX0qBgC3U7EN2I8WsfuEkglxFGou7bg/PcDqHk5Qc/xn3Ay7psflHfsQtTQunXr+O233+jXrx89etRiIdkfrr32WhYuXMjKlSspKChAVVXS0tK46aabuPXWW2nTpnHOZxd4NEosEbgVG069aj2PUtwwiejB5sAO7iIYaVV5e0QiI2blUnFEIoLLq3Pd0kK+HJOMTZXxhBBCiD9VVFTw1FNPkZ6ezpNPPmm6QMxqrSzvbt26Ndddd53heFRUFLfccgvXXXcdK1askEL05iinvHLSyWVSiE55Keh6s520UBWF5wbEc1Y7J3eudLGr1HwrPoD3t5bz9R43r6Xlce6Mu1G87jD2tGZ0mw3/ySMqJ5s6n9Bs/96EEEKIpsCsYGplXKbpuZbNv+AffGa9PLdPko30GAs7S6qOa+ZnuSnxacTYpIBJiObGumohjv88U+3PKL4Bp+O5+m/gcIaxZ0IIUT/MdpoBYyI6gJbcCvWIQnQlr/Emoh90bddothX7mfarMSxhU5Gf0XNyeX1YAr2T7A3QOyGaHjVrh+kCPX+v/mBvwJ0vhRCigR2eiP57pHlRl7pvF4EQFqLjLifWaxzzfJXYmwtOuIMhGyx8nKqj1uUdl6LgvfTWymT0BZ/V6BJ/30G4b/g/iDDuHH1UqgX/yHPwnzQMx0evYVv+Ve3vcRjFXVGHa8pRv52H7dt5BNI64hsxHv+A0yEy+pj6IkRzZP1uIY63nkbxeoKe4z1rIt6LrgO18aUvC9FY9evXD5fLddTz7r///ipJ6AdNnjyZyZMn13/HQqzAo4GicMAeSztPfpVjSlHDFKIr+eaLbA4mogN0jbfxVP84blvhMpy3+oCXJ34s5sF+caHqohBCiCZo0aJFuFwuJk2aRCAQYO7cuWzbto24uDiGDx9Ohw4danQfm80G0OA7nUgheogc+CMRvchqnGBRAgHwusHRvNMzT2vjZNV5LXjqxxKm/lpq2Ar5IGtJIf3efajRFaFrrdLwDT8b3+BREC0DQiGEEKIxcJkkou9zJOJNaok9v2oigbrll3p7rqIoXJARwXMbqqaiuwMwb7ebizrW4aWaEKJx8vuxf/Sa6bbjB+mqhbKLrocxF8tCVSFEkxUsET3hyER0/kx4OpxSmAc+L9gadxH3oyfFsb04wLw9xnmnTUV+Tv8ylwf6xnJrj2gskkwlRLUsJmnoAIF+g8PcEyGEaFwOL0TfGGlMRIc/CtH7hu77pVKQa9o+P7EXXtXGwr0env2phHv6xNbxAQreSX8FTcO+8PNqT/WcexW+c64A9RiDG2Lj8Vx3L76hZ2Gf/R6W33+o9U7H9cGyZxuWGS+gf/Aq/gGnVQZXZXQNez+EaHS0APaP38Q+9/2gp+h2B55r7sE/4LQwdkwI0ZQdHFcdsJkUopc0UCF6sET0pBZVfn1550iW7ffwyXbjIrgpG0oZ0tLBiDYSaiOEEKLS+vXrgcoC8kGDBrF169ZDx1RV5eabb+axxx476n3ee+89AEaOHBmSftaURDeGSM4fheiFZonoUOut5JqqSKvKwyfHseTsFvRLthmO2zUfn/4yxTCAbCi6xYrv1JFU3DeF8idm4DvzIilCF0IIIRqRIo/5yjZ/pxMMbZZ9O6G0uN6efV6GebH5pztqn6okhGiclKICIp6+q9oidC02gS2X3Yl75LlShC6EaNLMFvhBkET0lFaGNkXXUQoO1Hu/6ptFVXhzWAI9E43zUgA+Df65tphzvs5jT6k/zL0TommxmhSi61Yb/t79G6A3QgjReBxeiL41IhWfYkwhU/ftDmkf1HzzcdluR9Kh/37ixxKW7DuGUChFwXv57fhGnG16WHdGUHH7Y/jOu+rYi9APo2X2xH3XU5S9+hXlj76J+5q78Y04m0BGV3Sr+RgvFBSvG9vSOUQ+9BciHrwB6+LZ4C4P2/OFaFTKSnA+f3+1RehaUioVD0yVInQhRK0U/DGuyrUbF88pxa4w96aSalKIrsUnG8IZFEXh+QHxZMQYx4I6cMOyQnLKA4ZjQgghjk95eXkAvPzyy8TGxrJo0SKysrKYO3cunTp1YurUqbz11lvV3mP69OksWLCAoUOHMmrUqHB0OygpRA+RAxWVgyOXSSI6gFJeatreXPVMtDF/bApPnxpHtPWPYg1dZ9rm/zCgeEvDdg7QWrTGM+FGyl/4GM/NDxLodqIUlQghhBCNkFnBlEUBtYuxEB3AsvXXent2jwQrmXHGDYUW7nUHTRQVQjQd6tZfiXjwBiybfgp6TqBTD1z/N5Wydplh7JkQQoRGYZDxS7zdOB9ilogOoOaaJ0I1NtE2lQ9OT6JVZPCp0G+zvQz64gCfbpdiIiHMKLn7sezeamgP9OgHEeZhLEIIcbw4fFzlV61sc7YwnKPu2xXSPij5OabtWYcVouvAdUsL2Vd2DAVQioLnisl4Tzu3SrOW2obyB18Jaeo7Vitau074h43Fc9WdVDz0KmWvzaX84ddxX/03fMPHE2ifiW4J/Ybgll2bcU5/jqjbL8Qx/XnUXQ3/rlOIcFH27iTy4b9g/XlN0HMCXXtT/tBraO07h7FnQojm4GAheo7dGBipFDdQIrrJ/FewubJYu8rbwxOxmUxB5bo1blxeiKabh24JIYQ4vmha5Wee3W5n5syZ9O3bl+joaAYOHMj06dNRVZWpU6cGvX7evHncfffdpKWl8frrr4er20GF/ifx49TBRHRXkER0jrNCdKhMoLqhezRj20dwz3cuMld8ylXZy0zP/TG6PZviO3BmOydR1tAVhOvRcQR69CPQvW+9pjMIIYQQIjTMCtHj7Cpa556m51u2/Uagz4B6ebaiKJyfEcGT66vubOPT4MvdFVzWWYovhGiSdB3rolk4Zr6EEgiehOs97Vy8l96C5g9AiRQpCiGaPrOFdHYVIk3mYcwS0SH41sSNUZsoC1+dlcLVSwr4Mc9nek6xV+fapYV8vcfN0/3jTdPhhThemaWhA/hDWXAohBBNROER81Ubo9rQtWJ/lTZ1/27Q9ZCFIKkFuabtu51JVX6d59a4dmkBs85MxqbWsS+qiveKyQROHIhl409oSS3wDxoNDmfd7ncsrDa09Ey09Ez8w8dVtvm8qFnbUXdsQs3ageLz1u6ePi/Wn76rUaiY4i7HtnhW5T/pXdBS2xEZG4vVYkxCDUaPjkVr1xktIxM9NqF2fRUizCw/fIvztX+huIPvEuo9/Ty8E28Bq5SiCCFqL9/9RyK6zSQR3eMGTwU4IsLXIV03T0RPMS9EB+iTbOeRk+K4f02R4diSfR6mbCjlrt4x9dpNIYQQTU9sbOVnXZ8+fWjVquo7mO7du5Oens727dtxuVzEx8dXOT5//nyuvPJKWrRowezZs2nZMvjnUrjI6D9EDiaiF0kiukGbKAsfJG/Fsf0D0+PbnC0Y3ft+CmwxZMZZmXdWMonOmk/YCCGEEKL5MiuYircraG3T0Z0Rhgnw+k4jMitEB/jfDilEF6JJ8npwvDMF27fzgp6i2+x4rroL/+DRlQ1+2TpTCNE8uLzG9KV4h4piUhylBU1E32/a3lilx1iZPzaFp34s4fmfS9CCBFB9tL2ClTleXhuawKCWjvB2UohGyqwQXVdUAn0HNUBvhBCicSlwH1GIHtnacI7iLkcpzENPTAlJH8wS0f0Wm2kR16ocL4+uK+aRk41Jo7UR6HkKgZ6nHNM9QsJmR8voipbRtc638Hg9WNcswbZ4Vo13XLTt3ESLnZvq/EwALSkVLT2TQEYXtPQuBDIyIfrY/p6EqA+KKx/7h69iW7kg6Dm61YbnyjvwDz0rjD0TQjQ3B3eaOWA3jmEAlGIXekoYC9FLilC8bkOznpRa7WV/6R7Fsv0evtpjvPbxH4sZ1NJO/1SZcxJCiONZ586VuwfFxZn/zHew3e2u+lny9ddfc8UVV5CUlMTs2bNJT08PaT9rSgrRQ+RgInphkER0pez4LURX9u3C+cojKLqxkKzY4uS8nndRYKtc/be5yM+Eb/L5YnQyUWZ71wghhBDiuFJklojuUEG1oLXrhGXzz1WO1Xchema8jRMSbfxSUDVFc8k+D78U+Dgh0VavzxNChI6Sux/nS//Esmtz0HO05Ja4b3tUthEWQjRLhaYL/ILMvcTEoTuclclTh2lKiegH2VSFB/rFMrKNgxuXF7Kn1HyBUVZZgHFf5TG5ZzT3nxiL3RK6HfuEaOyUogLULb8Y2rXMnpLcKoQQGBPRfzcpRAdQ9+8iEKpC9IIDxuclt2Bs+wjm7DYWQP37l1L6p9o5q10YC7maErsD/+DR+AePRt2zHeviWdhWLkCpKAvpY9X8HNT8nCoLwLTklmgZXf4sTk/PhChJURVhEvBjWzQL+6dvVfv1r8Un4f7rI2ideoSxc0KI5sYb0CnxVaYGHDBZTAegFBeiB9m5LxTUfPO5r2ChDQcpisLLg+MZ8kUue8urzj0FdLhuaSHLz2lBguzGJ4QQx60hQ4YAsHmz8V21z+dj+/btREVFkZycfKj9YBF6QkICs2fPpkOHDmHr79FIIXqIHExEd0kielWlxUS88HfTH1Q1FC7rfiu/RbWt0r4218fVSwqYeVpS3bcJFEIIIUSzYJrc+UfBVKB9prEQ3ZWP4spHj08yXFdX52dEGArRAzr8ZXkhi8alSJGSCDmlMA/r8q+w/rwGpdgVpocqaC3T8J86An+/IWBvwkkdngqsqxbi+Oh1lLLioKf5e56M+y8PSPKYEKLZcpks8Av68ktR0JJbYtm7s0pzU0tEP9zAlg6+PacF93zn4sNt5tvK68CUDSWkLv2Mv5Suw5mYiPesS9A6dg9vZ4VoYJYfVqDoxp/F/P0GN0BvhBCicdF0HZen6vfIjZFtTM9V9+0m0OOkkPRDzTcWomuJLXh5cAK/zj7AzhLj4rublhey9Gwb6THyurg6WloHvFdMxnvxjVi/W1SZkr7j2JLPa0PNy0bNy8b6/dI/+9Si9aHCdC2jC4H2nSEyOmx9EscHdeuvON6ZgmX31mrPC3Tsjvuvj6AnJFd7nhBCHM3hoQm5dvN5+bC9Ezn4vCAhDPpRCtEBEp0W3hyewLiv8ggc8SN1VlmAm5cX8t/TEk13JxRCCNH8ZWRkMHLkSBYtWsSMGTO44oorDh2bMmUKRUVFTJgwAau18mf2BQsWcMUVVxAfH8/s2bPp2LFjQ3XdlMwshIBf08l3HyxEN09E53gsRPf7cb78EGrOXtPDJRdez27tFDiisAtgfpaHv35byLQhCagyCBNCCCGOW65qkju1dPPEYnXXFgL1WIh+YYcIHv+hGP8Rk0a/FPh4an0x/+gnRasiBAJ+LBvWYFvyJZafvjPdXSjU1P27sf64Aj0qBt/AUfiHj0Vr23hWWVdL11F3bsK2ZA7W7xaiuMurPd179uV4z7sKVEt4+ieEEA3AfFwVfM5FT2kFRxSiN8VE9MPF2VVeG5rI6Lbl3LHKRZHJosd/7fiQv+2eXfmL7WDZsIaKv7+IltElzL0VouEcnsp6OH9fKUQXQogir86RI4iNwRLR9+0KTSd03TQRXU9qQbxDZfrwREbPzcVzRC16kVfnqsUFzDsrBadV3r0dlSMC/7Cx+IeNRd25Gdvi2VhXLTDsGhQO6oF9qAf2werFh9q01LaVxekZlanpWvtMiDAPTBOiWiUuHB+/gW3pnKOe6ht6Fp4rJoPNHvp+CSGavYLD5qqqS0QPJzU3SCJ6ytEL0QEGpDq4/8RYHvvBGIrz1R43r/1exl+6y2IyIYQ4Xj333HOMGjWK2267jTlz5tC5c2c2bNjAsmXLSEtL49FHHwUqU9Mvu+wyPB4PgwcP5pNPPjHcq127dkyaNCncv4VDpBA9BPLc2qFJpyKr+ZZ2x2Miuv39l7H+9oPpMd/AUVjGTeSTCo3Rc3LZZbIt8gfbKmgRYeGRk6W4SwghhDge6bpumtwZ76h8Uaa1zzS9Tt25mUDv/vXWj3bRVv56QjRTfjaO56b8XMqYdhGclCIT76J+KLn7sS2bi3XZV6iuvIbuDgBKWQn2BZ9iX/ApgY7d8Q0fh/+U4eBshC83y0qwfrewsoD/KOlNAHpEFO4b7icgRVVCiOOA2bgqrprtgM22HFaLCsDrado7ZQDnd4jklBZ2blpeyPJs76H2U4u2cPfuL6ucq3jd2N96GvdDr4FVplbFcaC8FIvJnG6gfWZYt0MXQojGqtBkcV+Z1UlxTAqxJblV2pVQFaKXFKH4vIZmPbEFAH2S7Tx5Sjx3rHIZzlmf7+P/vi/iuQHxoelbM6WlZ+K5+i48l/wF66pvsC2fh7pzM4pmfL8ZLmpOFmpOFny3EABdUdBbplUWpWd0qSxSb9epcc7fiMZB07Aum3vUXQQBdGcEnktuwj98PEiInBCinhxeiJ7T2BPR/xhn1cQdPaNZvt/D0v0ew7EHvy+ifws7fZLlvaIQQhyPMjIyWLx4MY8//jgLFy5k0aJFpKamcv3113PPPfeQkpICQE5ODh5P5efIp59+anqvQYMGSSF6c5NT8eckg1+1UmJxEhOouhpeKSsJd7calHXxLOzf/M/0WKBjdzxX3wWKQstIC5+NSmb03Fzy3MbJu3//UkpKhMpfT4gJdZeFEEII0ciU+3V8JiHQhxLRW7dDt9kNL94su7Zg3G/l2Nx3YixfZ7n5rdBfpV3T4S/LCll2TgqR1uCFXEJUy+/D8sOKyuLp39ah6MZ01sbCsu03LNt+Q585FX//0/ANH4uW3qVhX0DpOuqWnyvTz79fguI1Tu6aCbROx337o+gt00LcQSGEaHgBTTdN/z44rjITrOBUyctGb92+3vrWUNpGW/nizGRe/qWUR34oRvf7eXXzm6iGjFOw7tmGNudD1HMablJXiHCx/vQdSsBvaPf3k4V7QggB5oXoAMUpaYZCdHV/aArRVZM0dAAtKfXQf1/VJZJVOR4+2l5hOO+tjWX0b2Hnoo5SoFxrEVH4R56Df+Q5uMvL2bNnD2lpbXE6nTW7PhBA3b8bdccmLDs2oe7chLpnO4r/2GczFV1H2b8bdf9uWPUNUFmcrrVqj5bRBS0988/idEcN+yuaLXXnZhwzpmDZ9vtRz/WdOhLvxJvRE5LD0DMhxPHk8EL0PJt5TVDYE9FNCtG1uMRahTJYVIXXhyYw+IsD5B5RB+XV4JolBSw9pwUxNnmvKIQQx6O2bdsybdq0as8ZMmQILpcrPB2qIylED4EDFVUHDi5rpLEQ/ThKRLf8/iOOd180PaYlpuC+7dEqg7SOcVY+OSOJcV/lUeo3vuz7x/fFpDgtXNJJJsSEEEKI44nLpFgKIP5gcqfFipbWEcv2qpPl6q7N9d4Xh0Xh1SEJnPZlrqE4fmuxn4fXFvNU//h6f65o3pT9u7EtnYP1269RS1wN3Z1aUdzl2JbMxrZkNoF2nfAPG4tvwOkQFcYFpMUubCvnY1s6p9bbnftOHo7nunskFUwIcdwo9pmPqxKqTUQ3L0RXc7MJNINCdABVUfhrzxiGt3Gy5vW36FmWFfRc++fTKeg7lNg0WcAkmjfruuWm7YF+Q8LcEyGEaJwKghSiu1PbwfaqO0qoRYVQVlLvPysr+Tmm7Xpiyp/nKArPD4znp3wfm4qMC4wmr3TRK8lGl3hbvfbtuKKqf/xjqfynRtdY0Np1QvtjLgUAvw81a0dlcfrOzag7NqFmbTddGFZbiq5j2bcTy76dsOJrAHRFRWvTHi29S2VyenpmZXF6E9/1SNRQWQn2T9/CtmgWim7+/ewgrVUanssnE+jRL0ydE0IcbwoOK9L2qVYKrFEk+suqnBPuQnSzcZZusmvg0aRGWnhtaALnz883HNteEuCOlS7eGJqAIrtMCCGEaKKkED0EDk9Eh8pC9DRPQdWTjpNCdOXAPpxT/4kSMG5Fp9sduG//F3p8kuFYn2Q7752WyEUL8k2TT2/9tpAkp8oZbWWFvhBCCHG8cAV5sXd4cqfWvrOxED0vB0qLINp8G7+66pVk594+sTz2g3Gb0td+L+OsdhEMay0vbMRR6DqW75diX/AZls0banepoqJ1PgHdGRGizv1Jzd1fmaBVA5bdW7G8+yL2D1/F32cgekz9/r9nRnXlY1m/qtYvZQPtO+M7cwL+AafLNsJCiONKTcZVR9JTzF+yBduiuCnr5c2m/xbz7S0Pcmo+dr34FMkPv0CrKJliFc2U14Nlw2pDs9YyDa1Nevj7I4QQjVCwRPRAq3am7eq+XWidT6jXPqgFuabthyeiA0TbVN4ZmcjI2bmUHxEEVebXuXJxAQvHpRAlaZwNy2pDS89ES8/k0CyHz4uatf2w5PTNqHt3mL5/rS1F17Bk7cCStQO+nQeArqpobTPQ0rsQ+KNAXWubIcXpzYmuY10xH/uHr6IepahTtzvxnnM5vjMngFUWqwghQufIBX4HbLENW4iu6+aJ6HUoRAcY2cbJHT2jmfKzsV7sk+0VDG3l4IrMqDrdWwghhGho8pYkBI5MRC+yGgcKSllJuLrTcCrKcL7wd5RSY3EWgOe6+9DSM4NePry1k9eGJHDt0kLDJsh+Ha5cXMCsM5M5KcVej50WQgghRGNV5DV/sRd3WMFUID0Ts6lwy64tBHqcVO99mtwzmnl7Kliba9wu95ZvC1lxbosq/ROiirISnK8/gXX9ylpdpiWl4ht6Fv4hY9CTWoSoc0fQddStv2Jb8iXWNYtRvJ6jXqJ4PdjWLA5D52pHd0biH3A6vuHjqv15RAghmrNgBVPx1Saim79kU/P210ufGg1dx/H2cyh+4/juSANyf+Fvr3/GVdedT3qMTLOK5sfy6zoUj9vQ7u83WBbxCSHEH4KNqyxt003bQ1GIHjwR3Thn0DXexgsD47lhmbGIa6PLzx2rXLw2RNI4Gx2bHS2jK1pG1z+L070e1D3bUXceUZyuVZ9qXROKpmHZvQ3L7m3Yls0FQLdY0Np2qCxOz8isTFBP6yCFyU1RRRnO1x/H+sOKo57q7zcEz6Rb0Y9Y2CKEEKFwZCF6rj2WrhVV552UYlf4OlRWjOKuMDTXJRH9oL/3jWVFtpc1uV7DsXu/K+LkFDvdEuSzVQghRNMjb0hCIKe86urzQrNC9OaeiK4FcL76Lyx7d5oe9p5zJf5TRxz1Nud3iCTXrXHv6iLDsXK/zkUL8ph3VopsFSiEEEIcB1xBCtHjHX++GNPadzY9R90ZmkJ0q6rwypAEhn6RS0Wg6tK5rLIA/7emiKmDE+r9uaLpU7O24/z3P1Bz9tbofN1iIXDiIHzDxhI44aSab/FcXxQFrfMJeDqfgGfSrVhXLcS29Essu7aEtx/HINDpBHzDx+I/ZTg4Qp8iL4QQjVmwcVWCo5qCo6gY9MgolPIjkqhym1ciunX5V1g3rq/x+ff9MoPT/tebt87uQFeZnxLNjHXtMtN2f78hYe6JEEI0XkcWTB3kTAueiF7flIIDhjY9MhoiIk3Pn9Axku9yvPxnU5nh2EfbKhiU6uDKLpLG2ejZHWgdu6F17PZncbrHjbpn2x+F6ZtQd2xC3bcbRa+H4vRAAMuuLVh2bcG2tLJNt9oqk9MzDktOb5MBVilBaKyU7D1EvPjAUb8XaS1a47nsdgK9Tw1Tz4QQwjwR/UhKSfgS0dUgc15akF0Da8KmKrw5PIEhXxygyFv1vWJFQOeaJQUsHJ9CpFVCroQQQjQt8lNgCByZiO6yGid6mkwhut+Hbf6nWH7/EWqQeniQUlEWtCjFf9JQvOdeWeN73dg9mgMVAZ7bYPwzK/ToXDA/n6/HptAmKszFOEIIIYQIK1ew5M7DEse1thnoFothW1p11+aQ9atznI1/nhTLfSYL597bUs7Ydk7GtJOiV/En6+pFON58GsVrTJc8kpbaFt+wsfgHj0aPSwxD72ogMhr/aefgP+0c1J2bK1PSV32D4i5v6J4Z6FGx+AaNwj9sbOUW0kIIIYCajavMaMmtsOzeWqWtOSWiK0UFOD54xfRY4YAz8fy4hpbugirtyf5S7v5lBmdZb+WzUUn0SZad+0QzEfCb7tyjJSSjZXRtgA4JIUTjZJaIrgAxSYnoUbEoZVV3DVb37673Pqj5xkJ0zSQN/XCPnxLHujwvP+Ubd4F54PsizmjrpLW8d2t6HE60Tj3QOvX4s81TgbprK5adm1B3bMaycxPK/t0o+pH7Udee4vdh2bkZy87N2JgNgG6zoaV1QkvPJJDRpTI5vU17sEhZQkOz/LQa56uPGBYXH0632fCOnYRv7ESwO8LYOyGEgAJ31XFVjj3OcI5SXASaBmroC7WVPPNC9GPdJaJdtJWXBydw2aICw7HfXX7u/a6Ifw+Klx1qhBBCNCnyE18I5FRULXwyK0Snoixsg6Nj4XjzKWyrvqm3+wXadcR9w/21/n0/0DeWAxUa724xFrdklQW4cH4ec89KIaGaLaSFEEII0bS5vOYvR+IP//y32dHaZBgKpCw7Q5vafEO3KObsqmB5tnErvdtXujilhZ0kp7y8O+4F/Ng/eh37vI+qPU232fCfNAzf8HFoXXpDI55s1NIz8Vx1J56JN2FdswTbkjlYtv7S0N3C370v/qFj8fcbLC/NhBDCRGHQnWaqn1fRk1uCoRC9+SSi22dORSkrMbRriS2wXXkbFb3XwqsPGo5flrOC/+4fzPh5vfng9CQGtZTPHtH0WTb/jFJabGj39x3c6Oe0hRAinMwW+MXZFSwWFa11Oyxbqv6MHLZE9KTqC9GdVoV3RiQydNYBio+Ycyvx6dy32sWMkUn12k/RQBwRaJk90TJ7/tlWUY66e+uh5HTLzk2o+/fUy+MUnw/L9t+xbP+dg/sF6TY7WrtOfxSmZ1Ymp7dqJ8Xp4aLr2Ob8F/snb1a7AMHfuz+eSX9FT20Txs4JIcSfjlzgl2s3SUTXNSgrhpj4kPdHzc8xbdeS656IftC49hFc3y2KN343Lg56d0s5WWUBXhoUT9to+awUQgjRNMgnVggcmYheZDVuX6foemUxelRMuLpVa+rubfVahK7FJuCe/Dg4ap8IqigKUwbGk+fW+GqPMTnyd5efid/k89noJNmiRgghhGimXMEKpo5I7tTSM41JnTlZlWOviNBsK6wqCi8PSWDQ5wco8VWdzD9QoXHXqiLeHp4g6QXHMaW4EMfLD2PduD7oOVpsAr7xl+EbeAZEGydYGzVHBP4hY/APGYOatQPrsrlYf1iBUpgbti7oyS3x9xuCb9hZ6Kltw/ZcIYRoilyeIAv8jpaIntLK0KaUFIG7HJwmQQxNiOWn77CtXmR6zHPlZIiIJHbAUMpXDyHyx+WGc17e/B96xz3JBfPzeHdkEme0dYa4x0KElmXtMtP2QL8hYe6JEEI0bgUmhegHQ5O01u0NhehKXnblDsT1tWg64EcpzDc060dJRAdIj7HyyuAEJpmkcc7a5ebrPW5Gp8mYplmKiETr0gutS68/28pLsezagrpzM+qOP4rTc/bWy+MUnxfLtt+wbPvtUJtud/5ZnJ7RhUB6JnqrNFAlzKNeeSpwvPk0tjWLg56ixSbguepOAn0HN+pADNG4zJ49m7feeouffvqJ8vJyUlNTOfnkk3n44Ydp2/bPudni4mKefPJJZs2axYEDB0hNTeXcc8/l3nvvJTo6ugF/B6IxOnJcdcBmTEQHUIsK0cJQiB40Eb0eCtEBHj0pju9yvPxcYNyhZvE+DwM/P8ATp8ZxaadIeb8ohBCi0ZNC9BA4cEQieqFJITqAUl6K3ogL0W2Lvqi3e+kWK+6/PnJMW9RYVYX/DE/k/Pl5rMoxpo1+d8DLhAX5TB2cQHqMfGkLIYQQNVXTCcOGZpYwpQCx9qqTL1r7zqbXq7u2onXtHYquAZVb6T1+Shx/XeEyHPt8ZwXjdji5sEPTLtASdaNu+w3nSw+iFuYFPSfQsTvuWx9GT0wJY89CQ2ubgffSW/BeektDd0UIIUQQNV3gd6RgL9rUvGy0th2OuV8Nxl2O450ppod8p4wg0GfgoV/rV96OtvEH1IqqiVUZ7lz+ufMz7u14KRO/yeeNYQmclyFjP9FE6TrWH741NkfFEOgSup+phBCiKToyuROqFqIfSdF11Ow9aO061cvzFVd+ZTLoEbQavo8b2z6CSzpG8MG2CsOxv33nYnDLFkTZJADquBAZTaDbiQS6nfhnW1lJZXH6jk2oOzdXJqjn7quXxyleN5atv1TZWU+PisE34HT8I8Y37Z8vGgkldz/Ofz+AZfe2oOcE0jNx3/bYUXdREOIgXde54447mD59OhkZGVxwwQVER0ezf/9+VqxYwZ49ew69VyorK2Ps2LH8/PPPjBw5kgsvvJANGzbw0ksvsWLFCubOnYvTKQuexJ/y3UcUopskogMoJa4w9AbUXGMhuhaXUG8LCp1WhbeHJzB8Vi6lfmNoRLFP55ZvXcza5ebFgfG0jJTFWkIIIRovqdatZxV+neIjUjBdVvOXTkp5KcE3v2pgFWVYV86vt9t5rr6r6pZvdRRhVXj/tCTOmpvLby6/4fi32V4G/O8A958Yw809orGqsipQCCGECKY2E4aNQZFJwVSMXUE9IgUgkJ5per1l1+aQFqIDXNY5ki93VyZGHelvq1wMaumglUwUHT90HeuS2TjeewnFb0y0OMg38hw8l94CNnsYOyeEEOJ4ZrbAL8Ki4LRWP49ilogOoORmQxMuFLF/+h/T7Zb1yGi8k26t2paQjPfiG3FOf95w/uQ9c/mgxQB+jMng2qWFlPh0rsgMzY48QoSSumMTaoFxZxv/iQPBKq8UhBDicGaF6IkHC9FbGQvRAdR9u+qvEN1kDAPUaqH7Y6fE8XWWm8Ijds3ZUxrg6fUlPHyyeRqpOA5ExRDo3pdA975/tpUWY9n1R2r6HwXqapDE2NpSykqwf/M/7N/8j0DnE/CNOBv/ycPqbweB44jltx9wvvwQSmlx0HN8A8/Ac/Xf5M9X1Mqrr77K9OnTue6663jqqaewWKq+7/D7/6zhePHFF/n555+ZPHkyDz300KH2hx56iBdeeIFp06Zx5513hqvropHTdJ3CI94D5tqCFKIXF4ajS6aJ6PWVhn5QpzgbUwcncM3SArQgBWRf73Ez4PMcnu0fz/kZEZKOLoQQolGSWeN6dmQaOlRfiN5YWVcuQPEYC6i0hGT0Wmxxoyel4hsxnkDv/vXWt3iHyiejkhk1J5esMuOfd0VA58G1xXy8vYIXB8bTN0UKeoQQQggztZkwbAxcXuMMjFlqp5bWEV1RDWlQ6s4tIevbQYqi8O+B8fT/PMfw8s7l1bnt20I+OiNJJomOB14PjndfxLZsbtBTdJsNz5V34h8yJowdE0IIIcwLpuIdRx+fVJeIbpyhaRrU7RuxLfjM9Jjn4r+gxycZ2v3DxhFYuQDL5p+rtFvQeXXTmwzs+wgB1cJtK1yU+HRu6SHbjYumxbp2mWm7v9+QMPdECCEav4JqE9HbmV6j7ttdb89X840Lh6DmiegAyU4LD58Ux20mu/y9/GspEzpG0iPRVtcuiuYmOpZAj5MI9DiJQ7ELJS4sOzdXpqZv31hZnF5w4JgeY9nyC5Ytv6DPfAnfoNH4RoxHN9llQBxB17HN/wT7+9NQNPOdsHRFxXvJTfhGXwgyTy1qoaKigqeeeor09HSefPJJwzslAOsfC1d1Xefdd98lOjqau+++u8o5d999N2+++SYzZsyQQnRxSLFXNxRiB01EL3aFvkO6brrQSqvnQnSAczMiiLUnceu3hewrN//eXejRuXZpIbN2VfDcgHiSnRJ6JYQQonGRQvR6dqDCOCgoClKITlkjLUTXdWwLPzc95L7zyXpLaTgWraMsfDYqiTPn5plO8gH8XODj9Dm5XN81igf6xRIjWwcKIYQQh9RmwrCxKDIrmDIpRMfhRGvdDsvenVWa1V2bQ9SzqlIjLTw/IJ6rlxgTGRbs9TBjczlXdpFkzOZMycvG+dKDWHYG/5rTklNx3/oIWkaXMPZMCCGEqOQy2WkmwWxcdYRgL9uU3P3H3KcG4ffjePsZwwJGgEDX3viHjTW/TlVxX/03Ih+4FiVQdfFmv9Kd3LZ3HlPSKq/9vzVFFHk17u8TI4sRRZNh/WG5oU23OwmccHID9EYIIRqvgKZTZBac8Echup6Uim53onirBj8p+3bVWx+UgiCJ6EktanWfyzpH8v7WclbleKu0+3W4Y6WLeWOTDbsSCnFITDyBnqcQ6HnKoeJ0pbgQdcdm1J2bsOzcVLnjSmFerW+tlJVgn/8J9vmfEOjauzIlvd8Q2VnQhOL3Ef3OczhWfRP0HD0qFvctDxLocVIYeyaai0WLFuFyuZg0aRKBQIC5c+eybds24uLiGD58OB06/LlT2rZt29i/fz+nnXYaUVFV34dERUVx6qmnsnDhQrKyshrVzryi4ZjV/eTYzHdlCUsielkJirvc0Kwn1X8hOsDINk5WnpvK/WuKeH+r8bkHfbHTzcrsA0wZGM+49hEh6YsQQghRF42ruqgZyDFJRC+0mhcaNdZEdHXTBkPhFkCg0wmNogj9oMx4G5+NSuKSb/LJNlkAAKDp8NrvZXy5y80zA+I4q50MxIQQQgio3YRhY2FWMHXwxd6RtPaZxkL0fbvBUwGO0I8HzsuI5Mtdbj7dUWE49n9rihjW2kF6jAzFmyPLr2txTnuk2m1v/T1Own3zPyBatrYWQgjRMMx2mokLMq6qIiISPTrW8DmnNtFCdNvXH2HZvc3QrttsuK+6q9p0QL11e3zjJ2H//B3DsYd2fMr/kk9mZ0RlAdjT60v4Od/HS4MlsUo0fsq+Xaj79xjaA71OAbujAXokhBCNV7FPxziqgsSD4ypVRWuVhmVX1V361P31WIieb0yd1hUFPSG5VvdRFYXnB8Qz5IsD+I/4Ta3J9TJjczlXSbCCqAU9NoFA71MJ9D71z+J0V35lWvqOw4rTiwpqfE/Lxp+wbPwJPSYO35Ax+IaPQ0+VAlYAtTCPzjOewblvR9BzAm074L79MfQWrcPYM9GcrF+/HgCLxcKgQYPYunXroWOqqnLzzTfz2GOPAZWF6EDQd00dOnRg4cKFbNu2TQrRBWBeiF5kjSSgWrFoVUMAwpGIruabL/YLRSL6QfEOlVeGJDC+vZPJK12mQagAuW6NyxYVMKFjBE+fGh/0XakQQggRTvJpVM/MBgKuJlaIblv0hWm777RzwtyTo+uTbOe781K5ukuQ1Pk/7C0PcOnCAi5flM++sqa6WbQQQghRf46cMLziiit4+OGHufPOOznppJN44IEHGraDJlymiejmxUFaemdDm6JrqHu213u/gnl2QDwtI4zD7VK/zs3LC9F0s1eVoimzzfsY5zP3VFuE7h03CfffnpIidCGEEA3KfFxVs2lCLaWVoU0x2aq4sVNy9mL/33TTY97xl6O3anfUe3jHTUJr3d7QHqV5eHnz23DYeO+rPW4Gfn6A+XvchvOFaEys64xp6EBl8qgQQogqCtzmxUEJhxUDmY0V1Jws0MyvrS3VrBA9LhGstlrfq1uCjdt6Rpse++faIg6YhHEJURt6fBKBPgPwnXcV7jueoPzfn1H2widU3P4vfEPPQrc7a3QfpaQI+9wPiLrnMpxP34Xl+yXg9x/1uuZK3fIL8Y//lahqitD9Jw+j4h9TpQhdHJO8vMpdDV5++WViY2NZtGgRWVlZzJ07l06dOjF16lTeeustAIqLK+fI4+LM58FjY2OrnCeE6bhKUfBGxxubi2u+iKmulFzzuS49hIXoB53VLoJV57bg/Izqg7U+2lbBgM9zWJAlc01CCCEaXshjGGfOnMktt9xS7TlDhw5l1qxZ1Z6zfPlyxo8fH/T4yy+/zKRJk+rUx/pklojuspoXSTfGQnTFlY917TJDux4Th//kYQ3Qo6OLd6hMGZjAhI6R3LHSxUZX8ImG2bvcLNmXw4P9YrmmSxQWVbYRFEIIcXw6fMKwd+/eLFq0iMzMTDZs2MDkyZOZOnUqGRkZXHvttdXex+0O3+SGWSJ6jFU37YO/VTpmWX3all9xt+0Ygt4ZRQDPnhLFZUtLDMdW5nh56ScXN3aV3Vpqy+v1Vvl3Y+FY/hWO918OelxzRlJ61V14TxwEXh8cyoISTU1j/RoUTYvTWbOX60KEilkhekIN05P05JawY1OVNjWviSWi6zqO6c+h+IzfywNt0vGNnViz+9jsuK++i8h/3WY4NLpwAxMPrOT91EGH2g5UaEz4Jp/ru0bx8MmxRFolI0Q0PqZzwxYL/t79G6A3QgjRuBWazFXBYYnogGaS1qz4fCgFB+qlkEkpMClET2pR5/v9rXcMn26vYFdp1fedRV6dB9YU8fqwxDrfWwgzekIygYRkAn0H4Zl4M7aVC7Auno0lq2aBItZf12H9dR1aXCL+oWfhGzYW3WTxbHNlXfIljhkvoATM34/rioL3/Gvwjb+s2h2fhKgJ7Y9FVHa7nZkzZ9KqVeX/awMHDmT69OkMHjyYqVOnHvW9khBmzBLRAfwx8VCcV6UtLInoQUIXtJTQF6IDJDkt/Gd4IuPbl3PXqqKgfz77yzUuWpDPFZmRPHVqPBFW+V4vhBCiYYS8EL1nz57ce++9psdmzZrF77//zmmnnVbj+w0aNIjBgwebPqcxMEsDKLNFoCsKypGpl+XGoqSGZl021/QHVd/Qs8Bmb4Ae1dyAVAfLzm7Biz+X8OyGEjxBghlKfDp3f1fEh9vKeWFgAick1j4VQgghhGjq6mvCMDs7G58v9AW1Hg3cAePiPtVdyp49hcZ21UG82X1+/4k9nU6s/w4G0QU4N9XO5znGYfe/1pfRTcknI1KS0esiJ8d8W8SGEL3jdzq9PzXocXdSS7ZfdDOe5FawZ08YeyZCqTF9DYqmxWazkZ6e3tDdEMcxn6ZT6jeOP+IdNXtRZZqIXl4GZSUQFXPM/QsH64r5WH/7wdCuKwqea+6uVYKoltkL34jx2BbPNhx7fuu7fJ3YiwJb1T+XNzaWsWy/h9eHJdA7qXHPt4nji5Kfg2XnZkN7oHvfJvP/txBChFNhkIKgwxf46S3TTM9Rs7MI1EMhumkiemLdC9EjrSrPDYjnwgX5hmMfba/g0s5uhreWhbUiRCKj8Z1+Hr7TzkXd+iu2xbOxrllsuoD0SGpRAfbZ72H7ciaBnqfgGzGeQO/+YAl5OUTD8PtwzJwadKdzAD0iCvdf/o9An4Fh7Jhozg6mmPfp0+fQO6WDunfvTnp6Otu3b8flch06t6ioyPReB5PQD54nRH6QcRWx8bC3apNSbHwvWN+C7f6nJ6WG/NmHOy8jkoGpDiavdPFVNbvszdhczq6SAB+cniTF6EIIIRpEyH/y6tWrF7169TK0e71e3njjDaxWKxMn1jBlCBg8eDD3339/fXaxXuVUGAdHKZFWiIiCIxLQlbJGloiuBUxfmumKgm/E2Q3QodqzWxTu7hPLeRkR3LHSxfLs4BMTa3N9DJ91gImdIjknPYKhrRzYLTIgE0IIcXyozYRhfHx80Pu0bBmelf8HKjTAOLHUNimWtDTz3WcCLdpgOVB1diquIJu0NPMXgKHybEuddV+52FNWdZzo1RX+tTOaL8+Iwya7tNSY1+slJyeH1NRU7PaGL9yyZO8h7n+vo2jmqyA9fQdTduWdtHCaf52KpqexfQ0KIURtFQVJ7oy31yydWwtSMKXmZaM1hULVYlfQXUx8I89B69Sj1rf0XHQDlh9XorqqFmyl+Ep4ZutMru32F8M1m4r8nP5lLv93Yix/PSFadu0TjYJ13bem7f5+Q8LcEyGEaBqCJVMeXoiutWxjeo6SkwUnnHRsHfBUoJQVG5q1YyyQOr2tk/PSI/jfzgrDsbtWuVhxTipOKXASoaQoaJ1PwNP5BDyX3oJtxdfYFs9G3b/76JfqOtYNq7FuWI2WkIx/6NjKlPRj2CmgsVGKCnBOfQjL5g1Bz9FapVFx22PorduHsWeiuevcuTMAcXFxpscPtrvdbjp2rNyZdvt2890NDrYfPE+IQrf5uMoSl2BoC0si+hHvFwG0mHhwhH9BXmqkhf+elsgH2yq4d7WLYq95wNXS/R4mLcznv6clyVhNCCFE2DXYEuA5c+ZQUFDA2LFjadGi+fzgZ5aI3iLCgh4ZjXJkIXp54ypEt6z/DtVkC79Ar1Ob3BZmneJszDozmf9uLeeB74so9JgPxPw6vLulnHe3lBNrUzijrZNx7Z2c3tZJjE22RxZCCNF81WbCsDpOZ3gmXCrc5qnryVH2oH3QMjINheiWfTtxWtSw7vTidMIrQ1XGf5XHkSOSnwoCTNvs494+kvpRW3Z78L/7sClxEfnyP1GDjOs9E27Ad9ZEHLLtbbPUKL4GhRCiDoIld9a0EF1PNp8jUnKzoX3nOvcrXBz/nYpSalKwlZCM96Lr63bTqBg8l91GxNR/Gg5dmbOc/6YOZmHiCYZjPg0eWlfMgr1uXh2SQFp0M01rFE2Gdd0yQ5uuKAROHNQAvRFCiMYv2Lgq8fBC9NS2pueo2VnH/HzFJA0dQE9MOeZ7P3FqHAv3uin2VZ3N2lYc4PmfS/j7iTKXJcIkOhbf6IvwjboQddMGbItnYV27DMV/9F061cI87F+8g23WuwR6969MSe91CqiWMHQ8NNQdG3H++x+oBblBz/H37o/7Lw9AZHQYeyaOB0OGVC5Q3bzZuIuSz+dj+/btREVFkZycTGpqKq1atWL16tWUlZURFRV16NyysjJWr15N+/btadvW/HNSHH/MFvhZFbDGJxraFXc5eD1gd4SsP2q2cXdbvWXDfb0qisLETpEMbeXgr98Wsmifx/S8Rfs8XL4on/dOS8IhQZxCCCHCqMEqbWfMmAHAFVdcUavrtm/fzrRp03j++ef54IMP2LdvXyi6V2dmieipESq6yQ96ja0Q3bboc9N238hzwtuReqIoCpM6R/H9+alc3DHiqOcX+3Q+3VHB1UsK6fjf/UxYkMeMzWXkmiwuEEIIYa5nz57Ex8eb/jN27Ngan3vwn5UrVzbQ76T5q82EYWPgqkPBlNY+09CmBAKoWTvqrV81Nbilg5t6RJkee2Z9Cevzjr69rGhkfF4i/v0g6gHzn0e851yJb+ylIEXoQgghGhlXkMX6hyd3VkdLCZaIvr/OfQoXy89rsK36xvSY54rJlTsa1lHgpKH4+5oX6360+22SlODjvRXZXgZ9cYCPt5XX+flCHLMSF+qmnw3NWsce6PFJDdAhIYRo/GqSiE5kNFqsMclTzTn2QvRghajHmogO0DLSwj/6mRebv7ChhC1FRy8CFqJeKQpa1954bvoHZVM+xnPxX9BSzXccMFyqa1jXryRiyv1E/u1SbF/MQMndD7r5z0aNlXXFfCL+dVu1RejlYy7BPflfUoQuQiIjI4ORI0eyffv2Q/U+B02ZMoWioiLGjh2L1WpFURQuv/xySktLeeaZZ6qc+8wzz1BaWsqVV14Zzu6LRs5sXJXgUNFNEtEBlGLjLsr1xu+r/Jw4gtYyvDsum2kTZeHTUUm8MDCe6CCp5wv2erhicQHeQNP6nBNCCNG0NUjMzu7du1m6dClt2rTh9NNPr9W1H3/8MR9//PGhX1utVm644QYeffRRLJaGXb2s63rwRHSzrYnLS8LQq5pRcrKw/vy9oV1Lblm5MrwJS3ZaeG1oIhM7ubljpYsdJUcvLPdqMD/Lw/wsDwrQP9XO2HZOxrWPID1G0qmEEKI6sbGx3HTTTYb2du3aVfn1TTfdRFFRkeG8goIC3njjDeLj4+nbt2/I+nm8OzhhuGjRImbMmFFlceDBCcMJEyZgtTaOzz1XkG3m4qspmNLSzRM51V1b0DK61Eu/auMffeNYmOVhU5G/Srtfh78sL2TJ+BayVV5Toes43n4u6Pa3vlNH4j3vqvD2SQghhKghlzfIAr8aFqLryeaF6Epedp37FBaeChzTnzc95D9pKIG+g4/t/oqC5/Lbsfz2Y2Uy12HiXNlssMxjXPwF/JhnXrRV7NW5flkh87PcPNM/vsZ/H0LUF+uPK1F04/cH/0lDGqA3QgjRNJgloitArK3q/I6e2gaOKJaqn0T0HNN2PbF+dqK+pksU728t54cjxi9eDe5Y6WL2mckosgBfNITYeHxnXYLvzAlYfv8R2+JZWH74FiVw9HfAan4Ojs/+g+Oz/6DFxKNldEHL6EIgvfLfekLjCGapIuDH/tHr2Od9FPQU3e5g5/iriRl1Ls4mnPguGr/nnnuOUaNGcdtttzFnzhw6d+7Mhg0bWLZsGWlpaTz66KOHzr399tuZO3cuL7zwAhs2bKB379789NNPLFq0iL59+5q+SxTHL7NC9ESHih4bb3q+UuwKOkd1rJQD+1A0Y3+0Vg1fiA6VoZxXdYni5BQ7Z8/LI9/kz+7rPW6uWlLA9OGJ2CUZXQghRBg0SGXRzJkz0TSNiRMn1rh4PDk5mYceeojRo0fTrl07ysvLWbNmDQ8//DDTpk1DURT+9a9/HfU+brf7WLsfVLFXw2Py822STSfgiDD+YZeVhLQ/tRG54H+m7RVDxuD2+oCmn2zQPxEWnRnHC79W8PLvFfhruPhPB1bleFmV4+WB74vpHm/hvPYOrunsJMpWswGb1+ut8m8hwkm+/kR9cDqdNT43Li6O+++//6jn3XzzzabtL730EgATJkyo1XNF7dVmwrChBS2YqiYRPdDevBDdsnMzftMjoRVhVXh1aAKnf5nLkSEEG11+Hv+xmEdOjmuAnonasn05E9uKr02PBTp2x3PdvZKELoQQotEyK5iC6sdVVdgdaHEJqEVHFFOZJEU1Jvb/TUc1KZbXI6PwXHZbvTxDT2yB96Lrcbz7ouFYi0Ufs/Cfp/N4firP/1yCFmRe6uPtFazK8fLq0AQGtwzdFtNCHMm6dplpu7+fFKILIUQwZjv4xTsULGrVOQEttS2WLb9UaVPy9oPfD8cQAqEWHDBt15PqpxDdoipMGRjPiNm5hrHLt9lePthWwcROkfXyLCHqRFUJ9OhHoEc/FFc+1uXzsC2ZbTruN728xIW6YTVsWH2oTYtLrFKYrqVnNuzuMKVFOKc9gvXXdUFP0VJaUfSXf+DSbZhE4wlRrzIyMli8eDGPP/44CxcuZNGiRaSmpnL99ddzzz33kJKScujcqKgo5syZw5NPPsns2bNZvnw5qamp3Hrrrdx7771ERBx9V3tx/DAtRHeq6DHhT0RXs/eYtmupjaMQ/aAeiTY+PzOZs+flUmiyA+Lc3W6uXVrAf4YnYlPlnZUQQojQCnshuqZpzJw5E0VRuOyyy2p8Xbdu3ejWrduhX0dFRTF27FhOOukkBg0axGuvvcbkyZOrDGzNZGdn4/OFpqh6Z7kCGAfLNncRpbqC4dVRWQl79pgPYMJJ8Xk54dt5hnbNYmV7+gn4G0Ef69NliTDwRIUP9llZmm+lwFe7AddvrgC/ucp5a2Mp93b0MjjR/AWumZwc83QKIcJBvv5EXdlsNtLT08P2vPfeew+Ayy+/PGzPPF7VZsKwoZm92IOjFExFx6Elp6LmVf3+p+7aUp9dq5UTk+3c1TuGp9cbd8Z56ZdSxrRzMiBVCo4aM8v3S3B88qbpMS05Ffftj4Fd/g6FEEI0XsHGVQmOms+P6Mmt4IhC9MaciK7u3Ixt3semxzwTbqzX1EPfyHOwrvoGy9Zfq7QrmkbU9Od44MGXOa2tgxuXFbK71DyxMasswPiv8jgvI4Lbe0bTO8leb/0TwlRFORaT4qZAWkf0Fq0boENCCNE0mBVMJZjMVWktjUVLSiCAkpeN3rJtnZ+v5BsL0XWrDT0mvs73PFLvJDt/6R7FtF/LDMceWFPE6LYOEp2Sviwanh6fhG/8JHxjJ2L55Xtsi2djWb/SNNG2OmpRAer6VVjXrzrUpiUk/1mcnt4FLSMTPda8MLI+qXu243zx/6pd9Ovv3hf3Lf8kYHVAM3unLxqvtm3bMm3atBqdGxcXxxNPPMETTzwR4l6Jpq7QbTKuOkoieqgE27mmsSSiH65noo3PRydz9rw8ikx2l569y831Swt5c1gCVilGF0IIEUJhL0RfsmQJWVlZDBs2rF6K2lJTUznrrLOYMWMGa9euZcyYMdWe37JlaLZmAdhzwAcUG9ozWyUSmWxMH7B4PaS1bg01TIUPFceqBVgrjBNI3n5DaNW1RwP0KPTSgGFdIKDprMv3MzfLy1dZXnaV1nwyItujcsdvTsan2XmsXxSpEcEL4bxeLzk5OaSmpmK3y8tDEV7y9SfCzev1MnPmTLKzs4mJiaFv376cdNJJNbp29erVbNq0iRNPPJGePXuGuKcCajdh2JCCJaLHHaVgSmufaSxE37P1mBOnjsXfesUwb7ebDQVVF0fqwE3LC/n2nBZE22qYSCrCSt2+Eedrj5se052RuO94Aj0uMcy9EkIIIWon6E4zjpqPP7Tklli2/ValTc3dD7re+HYFCfhx/OdZFN34+w5k9sQ/bFz9Pk9V8Vx9FxEP3oASqLoPj2XHRmwLPmPA6ItYfk4L7v3OxQfbKkxvowOf7ajgsx0VnN7GweReMQxKtaM0tj9f0SxYN6xG8RvDWyQNXQghqme200yCyZhKa9nG9Ho1J4vAsRSimySi64kpoNbvvNLfT4zlix1u9pZXXUSX79H459piXhoc+oJcIWpMVQn0OpVAr1NRCnKxLpuLbemXqAW5db9lYR5qYR7WH1YcatMSW1QWp/+Rmh5Iz4R6XARi+X4pzjeeQPEE313dO/oivBffCBYrNJJd2IUQoq7yPcbF+kkONejCH6UkhIno+3cb2nRFbbQLtXsn2fl8dDLnfJ1HsUkx+uc7K7Ao8NpQKUYXQggROmGvvpkxYwYAV1xxRb3dMympcjus8vLyo57rdDrr7blHcvnNX+S1jXWixpkPjpyaD6KiQtanmohYPte0XTvj/JD+eTUWQyNhaBo8oev8Vujny90VzNllLA4LZvYeL0tzfDzcL44ru0SiVvNC0G63Hxd/pqJxkq8/ES45OTnccsstVdr69u3LW2+9RUZGRrXXvvvuu0D9jhNE81AUrBC9ukR0INC+M9Z1y6u0KT4f6v7daGkd6q1/tWG3KLw6NIHhsw5w5G9rZ0mAB78v5vmB8Q3SNxGckp+D84W/o/i8hmO6ouK+5Z9obRvma0oIIYSojaAL/I4yrjqcntLK0KZ43FBaVK/FF/XBNv9TLLs2G9p1qw331X+r90ItAK1tB3xjJ2Kf9a7hmP3Tt/D3G0JcckteHZrI6LRy7ljpwmXyovCgb/Z6+Gavh5NTbEzuGcOYds5q55+EqC3LET8zHRSQQnQhhKiWWSF6okkhup5qXmyu5mRhvj9KzagmiehaojEY61hF21Se6h/HZYsKDMfe3VLOxE6RDGwpu8OJxkdPTMF37pX4xk/CsmENtsWzsGxYjaIHH3vXlFpwALXgQJW5Zy25ZWVRekaXQwnqRMXU7saahv2z/2Cf/V7QU3SbDc/Vd+MfNKqu3RdCiEal3K/hNhkUJTaiRHQ9uSXYGm/o34nJdv43Kpnzvs6j2Gf8nPt0RwUWFV4ZnIBFitGFEEKEQFgL0QsKCpg7dy4JCQmMG1d/aUNr164FoF27dvV2z7rIqTB/kdciQoXIaNNjSnlpvW6RV1vqjk1Ytv1uaA+kdUTrfEID9KjhKIpCj0QbPRJt3Nsnll0lfubsdjNndwWrcrxo1cxJFHt17ljl4sNt5UwZGE+3BFv4Oi6EEI3IpEmTGDBgAN27dycqKoqtW7fy8ssv8+GHH3L22WezcuVKYmLMJ15LS0v5/PPPiYyM5IILLghzz0Vj5/IYP4ijrQq2o0yWaOmZpu3qrs0NVogO0D3BxgN9Y3lwrXE3nf9sKmNseyentZHFQ41GRTnOKX9HLTK+cAXwTrqVQK9Tw9wpIYQQom4K6ziuOpyWbL7joJqbjdaICtGV3P3YP3vb9Jh33CT01u1D9mzv+MuwrlmCmr2nap88bhwzXsB9xxOgKJyXEckpLRzctLyQZfs91d7z+1wfkxYV0DXeyu09Y7iwQ0St/t6EMOXzYv3pO0OzltK6QX9mEkKIpqCgponoqeaJ6IpJkVON6XqQRPT6L0QHGNc+gjFpTr7aY0xdvnOVi2Vnt8BukXGJaKQsVgInDiRw4kCUglwsG9dXviPfuRl11+ZqU8drQ83LRs3Lxrp22aE2LbEF2GuxUMPrQTX5f/vP+6Xgvu1RtIyux9JVIYRoVArc5rVWiU4VbHb0yCiU8rIqx5Qg72vqg3LEXA6Adgy72IRLvxQ7n4xK4vyv8yn1G+f/PtpWgUVReHlwvAQcCCGEqHf1H/lTjQ8++ACv18uECRNwOMx/4MrPz2fz5s3k5+dXaV+/fr3p+a+88grLly+nY8eO9O3bt767XCsHKsxzC1pEWNCrKURvSLZFX5i2+047p/FtpRxm7WOs3NwjmjljUth8SUteGhTPqS2qX+H43QEvQ2cd4LEfinGbDOyEEKK5u++++xg2bBgpKSlERkbSq1cvXnvtNS6++GL27NnDO++8E/Tazz77jNLSUs455xxiY2PD2GvRFJgld8abvNg7kta+s2m7unPLMffpWN3SI5r+QcYWt35biMvkZaZoAFoA5yuPYNmzzfSw9/Tz8J1xfpg7JYQ4nsyePZtzzz2XjIwMUlNT6dWrF9deey1ZWX8WrcTHxx/1n8PPF8c3szFGTcZVhzNLRAdQ8rLr1KeQ0HUc7zyP4jUWlWit2+Mbd2lon2934L76LtND1p++w7p60aFft4my8PnoJB49ORan5ei33ujyc9PyQk78JIdXfyulPMgujULUhOW3H1Dcxp1G/ScNOe7nh0XzU5NxFcC2bdu4+eab6du3Ly1btqRbt26ce+65zJ1rvrusmZkzZx51fHb22WdXueaJJ56o9vxdu3bVy5+DqB8BTafIZEcT03GVIwItIdnQbJa2WWOlRShe4yI2PSk0hegAT/ePI8pq/GzY6PLz4s8lIXuuEPVJT0zBP/AMvJNupeL//k3Zq3Moe3w67uvvx3vGBQQ6nYBem8Lxo1ALDqBm76n5P9UUoQcye1Lx0GtShC6EaHbMFvfBnwv89JgEw7GQJaKXlaAWFxqatVZpoXlePTulhYOPRyWZjtkA3t9azu0rXGj1sDuIEEIIcbiwJqK/917lFlJXXHFF0HNef/11nnrqKe69917uv//+Q+2XX345NpuNE088kdatW1NeXs7333/Phg0biIuL4/XXX8diqcGbmhAyS0SPsCjE2JTghehlDViIXlaC9buFhmbdGYl/wOkN0KHGK9lp4fLMKCZ1juS9LeU8+H1R0C2TfRo8+1MJ/9tRzvMDEhjWWrYjFEKIq6++mg8//JDVq1dz6623mp5Tk3GCOH6ZFUzF2Y9eFKHHJ6HFJ6G6qi5ytOzaXG99qyuLqjBtSAKDvzhA+REL2PaXa9yz2sXrQxMbqHfiIPv7r5gmRAL4e52K99JbwtwjIcTxQtd17rjjDqZPn05GRgYXXHAB0dHR7N+/nxUrVrBnzx7atq1M4rn33ntN77Fjxw4++ugjunbteuhcIeq6wO9wWkqwRPT9mMc0hJ911TdYf/7e9Jj76rvCsp2y1rUPvmFjsS2dYzhmnzkV/wknQ3TlIlxVUfjrCTFc2CGSab+W8vbGMtP0qsNllQW4b3URz6wv4cbuUVzfLdo0hVWI6ljXLTdt9/cbEuaeCBE6tRlXrV27lvHjx+Pz+RgzZgxnn302ubm5zJ49m0svvZT77ruP++6776jP7NmzZ9Ax2qxZs/j999857bTTTI9PnDjRdAfguLi4WvyuRagVmYypABKDfBZrqW1RC/OqtKk5dS9EVwtyzZ8TwkL0tGgr950Ywz++N+7w968fS9hVGuCxk+NqPbYUokGpFvQ26fjbpMPg0ZVtAT/q/t2oOzb9mZy+eyuKz9tg3fSNOBvPZX8Fq+zKLYRofgqDFKIfHFfpsfFwxLhJKTEWi9eHYAsFtZZNoxAdYECqgw/PSOKi+flUBIxzS+9uKceiwPMDJRldCCFE/QlbIfq6dev47bff6NevHz169Kj19ddeey0LFy5k5cqVFBQUoKoqaWlp3HTTTdx66620aWO+rV04mSWit4hQURQFPcq8EJ0GTES3rfjaNC3BN2gUOCMboEeNn6ooXJEZxZlpTv5vTREfb68Ieu624gDnfJ3HxE6RPNBLitGFEMe3pKQkAMrLjSlrABs3bmTNmjVkZmYyYMCAcHZNNBHHUjClte9sKERXd20BTQO1YV+MdYi18ujJsdy1qshw7KNtFYxrV8HZ6REN0DMBYF30Bfb5n5geC7TNwH3zg2AJ69peIcRx5NVXX2X69Olcd911PPXUU4bF936//9B/H76Q/3B33303AJdddlnoOiqaHNNE9Bos8DucntgCXVFQjkhPUhtLInppEY7/TjU95BtxNlpmr7B1xXPxX7CsX4laVPUFqVpciOPDV/Fce0+V9laRFh49OY67esXwxu+lvPpbGflH2Skn36Px+I8lvPhzKbf1jObOXjHYVHmRKGpAC2D5YYWxOS4RrWP3BuiQEKFRm3HVU089RUVFBTNnzmTs2LGH2u+9914GDRrEiy++yB133BF019+DevXqRa9exs8br9fLG2+8gdVqZeLEiabXXnrppQwZIotBGrujJXceSU9tCxvXV2lT8nPA563TAjklP8f8OYmptb5XbdzUPZoPt1XwS4HPcOy9LeUs3Ovm+QHxjGkn81miCbNY0dp2QGvbAYaMqWzz+1H37ULduQnLHwXq6p5tKH7j/wv1SbdY8Vx+O/4R40P6HCGEaEjBxlV/FqKHLxFdzd5j2q43oUJ0gMEtHXxwehIXf5OH2yQ1YvrmcqyqwjP941CkGF0IIUQ9CFvlTb9+/XC5XCxcaEzgPtz999+Py+UyvESdPHkys2fP5vfffycnJ4f9+/ezZs0annjiiUZRhA7mieipEX9MaAZLRG+oQnRdx7boC9ND/pHnhLkzTU+LCAtvDEvk01FJtI+uPon//a3lDJnjYk6OBV22txFCHKfWrl0LYJrmBPDuu+8ClTugCGGmyGP8DI2z17AQPT3T0KZ43CjHkDpVn67pEsXIIDuo3LHSZbrYUYSe5Ze1ON590fSYFpuAe/LjEBEV5l4JIY4XFRUVPPXUU6Snp/Pkk0+a7gBntVa/EMbtdvPxxx9jt9u55JJLQtVV0QSZLfCrdYq2zY6ekGxoVnL317Vb9crx/jSUEuNCPy0+Cc+EG8LbmagYvJNuMz1kWzYXy+8/mh6Ld6jc3SeWnyek8vSpcbSNOvpOkGV+nSd+LOHMOblsK/If9Xwh1M2/oJa4DO2BvoMafNGuEPWltuOqnTt3oigKZ5xxRpVz2rVrR/fu3amoqKCsrKzO/ZkzZw4FBQWMHj2aFi1Cl1wtQq/QZK4Kgo+rtJbGHYoUXUc5sK9Oz1fzD5i260kpdbpfTVlVhRcGxhOsXGl/ucbEhQVcv7SAfLOqJyGaKqsVrV1H/EPPwnPlHVQ89Cplr82l/JE3cF/9N3wjxhNIz0Svx9AKLS6BivumSBG6EKLZy3cHKUR3HpaIfgSlxFUZOFXPghWiN6VE9IOGtXbw/mlJOIJMKb25sYwhs3KZsqGEnSUyjySEEOLYSHxfPQqWiA6gN7JCdMvvP6LuNw6gAl17o7XNaIAeNU2ntXGy6rwWPPVjCVN/LcVkVxsACjw6D21x8MZeF+PaexjXPoIBqXaskk4lhGhGNm/eTNu2bYmMjDS0P/TQQwBceOGFhut8Ph8ffvghNptNiqREUKaJ6DUsRA+072zabtm5BX8r88UR4aQoCi8NTmDA5zkUe6sOJvI9GpNXupg5MlESCcJI3fY7zpf/iWIyianbbLhvfww9pVUD9EwIcbxYtGgRLpeLSZMmEQgEmDt3Ltu2bSMuLo7hw4fToUOHo95j9uzZuFwuzjnnHJKTjQXD4vjlMimaqum46nB6cksoyK3S1hgS0S2/rsX27demxzyX3x40LCKU/KcMx79yPtb1qwzHHG8/R/ljb4HdfGFipFXlhu7RXN01ik+3V/DizyX87qr+5eC6PB9DZh3giVPiuCIzUsaRIijruuWm7f5+Q8PcEyFCp7bjqm7durFlyxYWLFhQJRF9z549/Pbbb5xwwgkkJibWuT8zZswA4Iorrgh6zsqVK1m3bh2qqtKhQweGDx9OdHT4P79E9QqPktx5JLNCdAA1J4tAm/RaP18pMC9E15JCm4gOcFKKnbv7xPD0+pKg53y8vYLF+zw82z+eczMkHV00U1YbWvvOaO0742dcZZvPi5q144/k9M0orrza31dR0Nqk4xt9EXpc3T9zhBCiqQiWiJ50KBHd+L1QCQSgvBSiY+u1L0q2McRKtztNAxmaghFtnMwcmcSlC/MxedXKLwU+finw8fC6Yk5MtnF+egTnZkSQFi3lhEIIIWpHPjnqSUDTyTVZpZcaWbm0LGghelnwSZpQsi383LTdJ2notRZpVXn45Dgu7BjJ5BWFrMsLvgXb3nKN134v47Xfy0h0qJyZ5mRsOycj2ziJsMpLQSFE0/bpp58ybdo0Bg4cSFpaGpGRkWzdupUFCxbg8/m48847GTRokOG6uXPnkpeXx/jx40lJCW1ij2iafJpOmd+kYMpRs89Os0R0AHXXZhhw2jH1rb60ibLwTP94blxWaDg2d7eb97eWc2lnSd8OB+uSL3G8+2LQbXU9192H1qlHmHslhDjerF+/HgCLxcKgQYPYunXroWOqqnLzzTfz2GOPVXuPgzvOVFfkJI4/br9Ohckq+vjaJqIDWnIrLJt/rtKm5GWDrkNDFT573Djeft70kL/vIAL9hoS5Q39QFDxXTMaycT2Ku6LKITUnC/usd/FeeF21t7CpCpd0imRCxwi+3uNmyoZS1uR6g55f7te5faWLr7Pc/HtQPMnOoyeqi+OMrpsWouuRUQS69Ql/f4QIkdqOqx544AFWr17NlVdeyZgxY+jUqRO5ubnMnj2b9PR03n777Tr3Zffu3SxdupQ2bdpw+umnBz3viSeeqPLruLg4nnzySSZOnFjnZ4v6F6xgKmgiemqQQvTsLOqSG66YJKLrEVFh273t/j4xpEao/PP7YkpN5u0A8twaVy0pYPwOJ8/2jz/0zlSIZs1mR8vogpbRBf+Ihu6MEEI0DUcbV5klogMoxYXo9VyIrmbvNrRpLds06V3DTm/r5N2RSVy2KB9fNSHyP+b5+DHPxz/WFnNyio3zMiI5Nz2C1jXYpU8IIYRoup+UjUyBR0MzmWc5mIiOIwLdZMvHhkhEVwpysfzwraFdi0vA31Av5JqBnok25o9N4elT44iuQVF5gUfjv1vLmbSogI7v7+fyRfl8sLUcV5BBthBCNHZDhgzh9NNPZ+vWrXz00UdMmzaNdevWccYZZ/DZZ5/x4IMPml733nvvAVIkJYIrMluiT82TO/XEFqYTUequLcfUr/o2oUME49o5TY/dt7qIPaWyLV5IeT043noa59vPBi9CP+9q/P0bx+IFIUTzlpdXmZj28ssvExsby6JFi8jKymLu3Ll06tSJqVOn8tZbbwW9fufOnSxfvpy2bdsyYoS8+RZ/MttlBuqYiJ7S0tCm+LwoRQW1vld9sX/xDmruPkO77ozEc/nkhiuQB/SkVLwXmBeb2+a+j7pne43uoyoKY9pF8PXYZOaMSeaMNuZJ6gfN3e1m0OcH+CbLXes+i+ZN3bUFNT/H0O7vPQCstgbokRChUdtxVWZmJgsWLKBXr17Mnj2bKVOm8N5772GxWJg0aRIZGXXfUXbmzJlomsbEiROxmLwvOuGEE5g6dSrr168nOzubn376iaeffhpFUbj55puZO3dunZ8t6l+wRPRgheh6i9boJmMR1SR1syZUk0J0LalFne5VF4qicG3XaFae14KRrasfj8ze5ebU/+XwwdZydD3I1sJCCCGEOG6ZFaLH2hWsauXYSYtNML1OKTaGOx0TTUPN3mtsbtnwuysfq9FpTt4ZkUhN8zG/z/Xx9zVFdP8omzFzc3n9t1JyyuuyfFIIIcTxQgrR60lOhfmEU2rEH5OJimK+9W8DFKJbl85B0Yz99Q8bJy8ZjpFFVbihezSrz09lbJBCMjPlfp3Zu9z8ZXkhHd/fzznz8njj91L2lslATgjRdAwePJi3336bdevWsXv3bvLy8ti0aRP//e9/GTlyZNDrPv74Y1wuF2eccUYYeyuakmCLtGpcMKUoBNobU9EtOzdXJnY2Eoqi8MKgeJKdxt9XsU/nrytcaI2ov82Jkp9DxOO3YVsW/KW+b8Dp+M6RBTNCiPDQ/viZ3W63M3PmTPr27Ut0dDQDBw5k+vTpqKrK1KlTg17/3nvvoes6kyZNQm3CaT2i/gUrRA9WMFUdLbmVabuSl13re9UHdfdWbF99aHrMM+EG9MSG333Jd/q5BDp0M7QrgQCOt58BrebzQIqiMKilg49HJfPNuBQ6xwXf+DKnQuPCBfnc/Z2LiiCJpeL4Y5aGDuA/aWiYeyJEaNV2XLVu3TpGjRpFfHw8S5YsYd++faxfv55LLrmE++67j2uvvbbO/Zg5cyaKonDZZZeZnjN+/Hguu+wy0tPTcTqdtG/fnhtuuIF33nkH4Kg74ojwKgwyrkoMNq6y2dGTUg3NSk7dCtGVApNE9MTwFaIf1C7ayqejkpg6OJ5Ye/DKJpdX5y/LC7n4m3x59yWEEEKIKgrdxnHV4WOq4Inornrth1KYh+I1LuTXW5rvbNPUnNUugpmnJZFi8h6yOqtyvNyzuoiuH2Yz7qtc/rOxjDy3jOeEEEJUJW8j68mBCvMP2UOJ6IBuUoge9kR0vx/bki8Nzbqi4hs+Prx9acbaRFmYeVoS741MpE0ttxoM6LB0v4e7vyuix0fZjJx9gOc3lLDZZZ7MKYQQQjR3Lq95sUx8LQqmtPTOhjalvLTBCqWCSXZaeGFgvOmxJfs8vLWxLLwdOg5Yfl1H5D9vwLJjU9Bz/D1PwXPN3Q2aoiqEOL7Exlbu5NGnTx9atapa7Nu9e3fS09PZsWMHLpfLcK2mabz//vuoqhq0yEkcv4Iv8Kv9Z5xZIjqAmtsA4ystgOM/z5oGLwQ69cA/4uzw98mMasFz9d9Md020bPsd28Iv6nTbk1LsLD07hWu7RlV73hu/lzF81gF+yvfW6TmiebGYFKLrNjuBnic3QG+ECJ3ajKt8Ph/XXHMNqqry3nvv0adPHyIjI0lPT+fxxx9n7NixfP7553z33Xe17seSJUvIyspi6NChpKen1+raYcOGkZGRwW+//UZxcXGtny1Cw6xgSoFqi7G1VGMRk1qXQvSAH6Uwz9CshzER/XCKonBZ5yhWn5fKmWnVhzTNz/Iw4H85vLOpTNLRhRBCiCB69uxJfHy86T9jx46t1b0++ugjRo4cSevWrWnfvj0XX3wx69evD03H68gsEb1qIbp5Irpaz4noavYe03atZVq9PqchjU5zsvaCVF4aFM/I1g4stZgS1IFvs73cucpFlw+yOe/rPGZsLgu6U5AQQoiamz17Nueeey4ZGRmkpqbSq1cvrr32WrKy/pwz2LBhA4888gjnn38+HTt2rNO4IJSCR+WIWjlqIjpBCtHLSkLWJzOWH1eguoyTU4ETBzTYBFVzNq59BGe0dTJnezGfbHKxssgWtJgumB/yfPyQ5+ORdcV0jrMyrp2Tce0jODHZhirFUEIIIY4Dx5yIDmgmiegA6s7NBFLM0zwbyrj2EVzSMYIPtlUYjj34fTEDUx30SJRdbI6ZrmOb+wH2j99A0YNPknnHXor3wmtBrd3iQiGEOBadO1cuoIqLizM9frDd7TYm9HzzzTfs3buX0047jbS05vOSRNSPYC+GarPA7yAt2bwQXcnbX+t7HSvbgs+w7NhoaNctVjxX/w0a0c4AWruO+MZcgv3LmYZj9k/ewN93cJ3m6CKtKs8NiGdUWye3fltIrklxHMCmIj+nf5nLA31jua6jTA0fr5TsPVj27jS0B3qeDI6I8HdIiBCqzbhq79697Nq1i/HjxxMZGWk4d8iQIcyZM4cNGzbQv3//WvVjxowZAFxxRd122kpKSmL79u1UVFQcKq4XDcssET3eoVT73kZr2RZ+XVulTS3MA09Frb7/Kq4C07kMrQES0Q/XKtLC+6cl8umOCu75rsi0qAwqd/67faWLL3ZW8J/hiXUaiwohhBDNXWxsLDfddJOhvV27djW+x7PPPstjjz1GWloaV199NaWlpXz22WeMHj2aL774otZj2lA5eiF6vOl19Z6IfhwUogPE2VUuz4zi8swo8twBZu9087+dFXyb7UGrYTlTQIfF+zws3ufhzpUuRrR2cG5GBGPbRcjYTgghakHXde644w6mT59ORkYGF1xwAdHR0ezfv58VK1awZ88e2ratXNQ+Z84cnn/+eex2O506dSI/P7+Be1+VvG2oJ8ES0VOqJKLHGI6HOxHdtsg8Wck38tyw9uN44rAonJXmoCdeWrZpwQ8uhS93u5m7y83e8tptV7OlyM+Un0uZ8nMprSNVzmoXwdh2Tga3cmBTpShdCCFE8+QKstVxXC2SOwMmiegAll1bCJw8rE79CqUnT41n+X6vYaxQEdA5Y04uT/ePY1KnSBRZlFY3FeU433wS69plQU/RnRG4r7+fwElDw9gxIYSoNGTIEAA2b95sOObz+di+fTtRUVEkJycbjr/77rtA3YucRPMWbHF8Qh1eEOmJKeiqakghV3PDW4iu5GVj//Qt02O+sRPR2maEtT814T3nCqzfL0HN2VulXXFX4JjxAu7J/6rzTiyj05ysPLcFt65w8fUe42IVAJ8G/1xbzNe7rdzfTqF5vU4VNWE1SUMH8PeTsa9ofmozrsrOrtzVIy/PGOZzeLvD4ahVHwoKCpg7dy4JCQmMGzeuVtcClJWVsXHjRqKiokhKSqr19SI0zBb4JR5lTKW3NCaiA6g5e9Hadarxs5X8HPP7J6XW+B6hoigKF3aIZFgrB/d8V8T/dhqDFg5atM/D2fPy+Gx0EslOCQAQQgghDhcXF8f9999f5+u3bdvGk08+SadOnVi4cOGhBZjXXnstZ5xxBrfffjurVq1CbQSL9/OPNq6KjEG3WFACVd+ZKWFLRDcfwzUHyU4LV3eN4uquUeSUB5i1q4LPdlTwXY6XmkZs+nVYsNfDgr0e7lBdjGzj5PyMCM5McxJbi1AxIYQ4Hr366qtMnz6d6667jqeeegrLEbup+v3+Q/997rnnMmbMGHr06EFBQQFdunQJd3erJd/x60lOkEL0Fs7qE9EJYyG6sm8X1t9+MLRrLVoT6NEvbP04ntlUhWGtnTzTP55fJqSyaFwKd/WKpktc7deE7CvXeHNjGefNz6fT+/u5YVkBX+ysoMwn294IIYRoXoImoteiYEpPaY0eEWVoV3caX0Q3BvEOlamD402Plft1bv3WxQ3LCikOUqQvglP27SLykZuqLULXWrWj/J+vShG6EKLBZGRkMHLkSLZv334oPfOgKVOmUFRUxNixY7Faq/4smZeXx7x580hOTmbMmDHh7LIw8cILLxzaNvn7779v6O4A9bPTzCEWK7pJ6qaSl137e9WVruOY8QKKx1hwrbVKwzv+svD1pTbsDjxX3WV6yLp+JZa1S4/p9ikRFj44LZEpA+KJqGaP5ZUH/Ez80cmnOz3oeu128BNNm1khuq6q+PsMaIDeCBFatRlXdevWjdjYWFavXs2iRYuqnJuVlcX06dNRFIVBgwYdavf5fGzevJkdO3YE7cMHH3yA1+tlwoQJQYvYS0pK2Lp1q6G9oqKC22+/nZKSEs4991zD+E80HLPkzqMt7tNSzYuYlJws0/Zg1IIDpu16Ykqt7hNKKREW3h6RyLsjE2kREfzPZUOBj3Ff5bG/lsFNQgghhKjezJkz8fv93HXXXVV2B+rVqxcXXHABmzZtYtWqVQ3Yw0p+TafYJDgh0XnY+EFV0WPiDefUeyH6fmMhuhabAFHG0NHmKDXSwvXdovnqrBR+ndCSJ06J45QUe63u4dVg3h43NywrpPMH+7lsYT6fbS+nwC1jPSGEOFJFRQVPPfUU6enpPPnkk4YidKDKPFC3bt3o06cPNpstnN2sMZmxqidbi/yGtji7gtN62Msek0L0cCai2xbPMm33jTynUW1RfLxQFIW+KXb6ptj5R784thT5mLPLzZe7K1ib66vVvYq8Oh9tq+CjbRU4LTCitZOx7Z2MSXOSJCkSQgghmriiIMmdtSqYUlW09p2wbPypavPOzaDrdU6cDKURbZxc1zWKNzeWmR7/eHsFa3O9/Gd4Iicm124i6HhlWbsc5xtPoLjLg57jP2ko7uvugwjjNuxCCBFOzz33HKNGjeK2225jzpw5dO7cmQ0bNrBs2TLS0tJ49NFHDde8//77+Hw+Lr74Yux2+WxoSL/99htPPPEEUVFRlJWZf5Y3hMIgi9jqumWultwS9YjC83AmolvXLMb603emx9xX3QX22iXWhlOge198g8/E9u08wzHHu/+mvHu/Y3rRqSgKV3eNYnArO9cvLWR9vvlcU2lA4ZZVpby80c3knjGcnxGBVXbda9aUglws2343tAe69oHo2PB3SIgwqOm4yuFw8MgjjzB58mQuvPBCRo8eTWZmJjk5OXz55ZeUlpZy66230qnTn8nV+/bt45RTTiEtLY2ff/7Z9PnvvfceUP2ONQUFBZx88sn07duXzMxMUlNTOXDgAEuXLmXv3r10797ddPwnGo5ZInrCUeaqgqVpqtl7qU1pjpJvXoiuNYJE9CONbx/B4JYO/r6miPe3ms/HbHT5OWtuLl+cmUy7aHl1LYQQQgB4vV5mzpxJdnY2MTEx9O3bl5NOOqnG13/77bcAjBw50nDstNNO47///S8rVqyossiyIZiNqcC404weGw+u/Cpt9Z+IblwcqLc8PveRax1l4aYe0dzUI5o9pX4+31nB/3ZU8ENezWuZPAH4crebL3dXBki0iFDpFm+ja7yVbgmV/+4ab6vzvKQQQjR1ixYtwuVyMWnSJAKBAHPnzmXbtm3ExcUxfPhwOnTo0NBdrBX5ab4elPg0lu73GNo7xlb949VNXh4pPi94PaF/MVZaZPpiS7fZ8Q05M7TPFjXSOc7G5F42JveKYX95gLm7K/hyl5vl+z34axFK5Q7AV3vcfLXHjarAgFQ749pFMLa9UybwhBBCNEmueiqYCrTPNBail7hQCvMaVWLU4R4+KZafC3ysPuA1Pb6jJMCoObk82C+WW3pEozbCgvpGQQtg//Q/2L+cGfQUXVHxXnQdvrMmNsqFCUKI409GRgaLFy/m8ccfZ+HChSxatIjU1FSuv/567rnnHlJSjJ9dNSlyEqHn8/m46aab6NmzJx06dOCjjz5q6C4dYpaIrgCxtrp99ukprWDj+qr3yz8AWgDUEC+MLy3G/t5Lpod8w8aide0T2ufXA8/Em7D89B1qiatKu1pUgOPD1/Bc87djfkbnOBvzx6bw1Ppint9QGnRb5d8K/dywrJDHfijmthOimdQ5igirjImaI+sP35q2B/oNCXNPhAif2oyrrrrqKtq3b8+rr77KmjVrmD9/PlFRUfTq1YurrrqKCRMm1OrZ69at47fffqNfv3706NEj6HkJCQlcd911rFu3jgULFuByuYiIiCAzM5Mbb7yR66+/noiIiDr/GYj6Z1qI7qx+rkpPbolusaAEqpadq9nG9M3qKMES0ROSa3WfcElwqLwyJIHzMyK4bUUh+8uNf3Y7SgKcNTePz0cn0Smucaa7CSGEEOGUk5PDLbfcUqWtb9++vPXWW2RkZBz1+m3bthEdHU1qqnGhWseOHQ+d09DMdpkBk0L0mATDOUqxq/464vOa7vIXbCHh8SQt2spfT4jhryfEsLPEz+c7KvhsRwUbCmoXsHmgQuNAhcdQX9c6UqVrvO1QcXr3BBvpTtm5TwjR/K1fvx4Ai8XCoEGDquyUp6oqN998M4899lgD9a72pCq1HnyT5cZjElUwqq2zyq91k0R0qExF10NYiK7u2Y7zxf9DKTcmcPlPHQHRcSZXiYbUKtLCtV2jubZrNC6PxvwsN3N2V/BNloeyWlSlazqsyPayItvL/WuK6JVoY1x7J2PbRdA9wYoiRVZCCCGaALOCqQiLgsNSu88xrX1n03Z11xYCjbQQPcqm8vnoZP7xfVHQZHSfBv/4vphl+zxMG5JASoTshlJFiQvnK49h/XVt0FP06FjcNz9IoEfN00SEECIc2rZty7Rp02p8/urVq0PYG1FTzz77LBs3bmTp0qW8+OKLDd2dKswW+MXaFSx1TMDWklsa2pSAH6UwHz2pRZ3uWVOOD19FNUm+0uIS8Fz8l5A+u95Ex+Gd9FecrxoTbm1Lv8Q38Ay0rr2P+TF2i8I/+sVxWhsnNy4vZE9p8MzV3aUB/vZdEU+uL+Gm7tFc2zVKkqmaGcu65abt/r6Dw9wTIcKrNuOqESNGMGLEiBqd2759e1wuV9Dj/fr1q/b4QbGxsTzzzDM1eqZoeH5NN93B72iJ6Fis6MmtUHKqpm2qOcb0zeqoJonoWlwi2Br3rkhntHXy9dgUzpmXx44S43gkqyzAWV/l8fnoZLonSDG6EEKI49ekSZMYMGAA3bt3Jyoqiq1bt/Lyyy/z4YcfcvbZZ7Ny5UpiYqrfRa24uNg0yAI4dG1xcfFR++J2u2v/G6iF7BLzYuZoNVDl2daoGGOBW3FhvfXPsm8Xim6cN/Mmtwr5n0FT0tIGf8m08ZdMG9tLAsza7eGLXV5+L6rN/j5V7SvX2FfuYdG+qgXqrRxOum110S3BRpc4K13iLHSOtRApwQkixLxeb5V/C1EXTqfzqOfk5eUB8PLLL9O7d28WLVpEZmYmGzZsYPLkyUydOpWMjAyuvfbaUHe3Xkghej34cpf5oGNc+6rpFMEK0Skvhfik+u4WAJbvl+J84wkUj3kffSPPDclzRf2Jd6hM6BjJhI6RVPh1luxzM2e3m692u8kPsjo0mA0FPjYU+Hj8xxIyYiyMax/B2HZOTmlhlwRVIYQQjZZZwVS8o/afW4H0TNN2dedmAicOrPX9wiXCqvDsgHiGtnLw1xWFpi86ARbs9TD4iwO8PjSBYa2P/oPN8UDduRnnS/9AzcsJek4gPRP3Xx9BNymkE0IIIWpr/fr1PPfcc/z973+na9euDd0dgyKTeYT4oxVMVUNPaWXaruRlh7QQXd38M7Zlc02PeSfdBia7EjZW/v4j8a/4GuvPawzHnNOfpfyRN+ttJ8WBLR18e04L7v7OxUfbKqo9N8+t8egPxbzwcwnXdIniph7RtIyUBY9NXmkRliN2MQAIdOzWaHeJEkKIxqgoyO59CTVYvKW1bGsoPFdy9tbq+WaJ6HpiaBcB1pd20Va+OiuFc7/OY6PLbzh+oEJj7Fe5fDYqmROTG3dhvRBCCBEq9913X5Vf9+rVi9deew2ADz/8kHfeeYdbb701LH3Jzs7G56td8nVtbMm3AMZ5D39xHnv2/DnmaqNYOPLNl1pRRtaO7ejWY1/AFrdxPcbMdcixOCnaU7vda44XNuCCWLigJ+woV/gmz8KCXCs7Kuon0GC/R2V/doBF2X8WuSvotHHqdIjU6BCp0zFSo0OkRvtIHclREPUtJyf4+2UhqmOz2UhPTz/qeZpW+Tlnt9uZOXMmrVpVvm8ZOHAg06dPZ/DgwUydOlUK0Y8XnoDO/CxjkXdGjIUeCUf88VaXiF7fHdM07J/9B/vs94KeEsjshdah8b0UFcFFWBXGtItgTLsI/JrO6gNevtxVwZe73dWmWZnZURLgpV9KeemXUlpEqJyV5uSKzCj6psjEnhBCiMbFLBE9rg4FU3qrNHS7A8VbdUW9ZdcWQjeFVn/OTo+gT7KNG5YW8t0B8xXYORUa536dz529ornvxFhsdUw3bQ6sy7/C8c7zKNVMkPqGjMFzxeR6K+4SQghxfPN4PNx000307NmT22+/vdbXhyNdKd9tnDuIs9X92dbYRMNLQIDAvt142psvAqwP0Qs+M2339jyV0l79oYklVXkvuZmETT8Zxqnq/j2on8+g/OzL6+1ZDuDfp0RyWksLD/1Qxv6K6mclS3w6L/5Syqu/lXJxBwc3dY0gI0YK0psqx/fLUDTjz1fuXgMaJOFNEqZEfahJwpQQ9a0wSEhQYk0K0VPbGtrU4sLK0KpggVZHnp9vLIgI9W409allpIU5Y5I57+t8NhQY520KPTpnz8vjozOSGJAqczZCCCHEQVdffTUffvghq1evPmohemxsbNDE85KSkkPnHE3LlqEN8VG9bsC4I3CXNqmkJf5ZcxXRup3p9e3iYtDqYWF1xK+rTNsTTuhDbMu0Y75/c5cGDO0CD+s6G4sCzNrt5YvdHraX1C5c82h0FLLcCllulWUFf7arCmREq3SNs5IZZ6FrvIUucRY6xliO63elom68Xi85OTmkpqZit0sNnQidg5/Dffr0OVSEflD37t1JT09n+/btuFwu4uPjG6CHtSOF6Mdo2X4PJT7jC5tx7SNQjkiY1qOCFKKXldZvp8pLcb76GNafvgt6ipaQjPvGv4OkYDdZVlVhUEsHg1o6ePwUnZ8LfHy5282Xuyr4rdCYIlGdAxUa0zeXM31zOcNaObizVzRD/5+9+w6Pqsr/OP6+906f9AQSIAkJoYZeFGkW7IrYEAtrL7uuroW1u79d21rWriuWtXdUFAVsCCoqTWrogZBAKCmkJ9Pn3t8fgUiYO8kkmTRyXs/DEzi3nUCYOXPv53xPD3PAz7AgCIIgtIdynQrgzarcKSuoqX1Rdmyq37wru7lda3OpEQbmn5nA4+uqeHp9le5kRg14OquaX/Z7eP3EWFIjutiQ3+fF/MF/MS7+MugummLA/ae/4TtpqhgPC4IgCGHz6KOPkpOTw08//YSiND2o29oVpgAO1FiA+uMoi+Yhv5mVnYwePzE67dU7sylIHtCsc4Yic1tWQJvfZCb7xPPx7tmjc0TH5zh+Ksk/fBrQbvnmY3Yl98PVrVdYrzdKgjkj4dtihXf3GMlrpFqVW4V3d7h5f4eLkxP8XJnsZUBE2EtrCK0sfeki3fZdSem427HCm6gwJTRXqBWmBCHcSoME0UOtiK5HLtyDmh5C8Si3C6k6MFSmdpKK6IfEWxS+OiOB6QtLWFkcOCGpyqtx4fclfHhyHCeKlf8EQRAEAYD4+HgAHA5Ho/tmZGSwcuXKujDl4XJycur2aUxrT/ysUvXvhSVFWbBY/ni+pQQJm1vcDtQw9NF0YH9AmybLGJPTMIah4npXMtIKI5Pgn8dobCrzseaAhy1lXraU+9ha5qXAGd5wOoCqQU6VSk6VhwWH3Ro0SNAv2sDAGCMDYw0MijEyKNZAeqQBgwioC40wmUxi8rvQqvr16wdAdHS07vZD7e1RQKQ5ulgqJfzm7dJfxnZKauALkdZARfRwkfbvxvr8/cj7gz848PcfiuvmB9Gi48J2XaF9SZLEsHgTw+JN3DcyitxKH/N3O/l6t4vlhZ4mVdz/eb+bn/e7GZVg5LahkUzpbUEWAS1BEAShHektdxzdzPXV/L37BQbRS4uRKsvQovQW3et4DLLEP0ZFMSnJzJ+XlAa9YbOy2MOkL4t4YUIs56ZZ27iX7UMqLcby33+h5GwOuo8am4Dr5gdR+w5uw54JgiAIR7uVK1fy4osvcs8995CZmdmsc7R2hSmAmlWlcMRdgsRIKykpzQwuqT3RFAOSv/6E+FivE2NK61SLkirLMFeUBLR7xk4maciIVrlmm+h5Fd7sdRh3b6/XLKt++v7wCRV3PAVyeNcY9ng8nCMXcs3QeBYXwQubnawrbXjFPRWJhQcMLDxg4KQeRv6WaWVcN4MoZtAZuF1E5waOk309e9N9xDHt0CFRYUoQhM6rzK3/1CWUILqmUxEdQC7YG1IQXSot0j9vfKJue0cWY5b5/PR4LltUypL97oDtDp/G9IUlvHNSHGemdo17W4IgCILQkFWrVgGQmqpfHfxwEyZMYOXKlSxevJhLL7203rZFixbV7dPeSl36z7jiLfXHVVpUjO5+UmV5WPohFwRmrLRuPUCE0JtNkiSGxBkZElf/77DMrbKlzMvWct/BgLqXLWU+SoJM9mwJnwZbyn1sKfdB3h/tZgX6RRsZFGNgUKyRgTG1IfXekYrIRwmC0GYmTZoEQHZ2YOFEr9fLzp07sdvtJCQktHXXmkUE0VvAr2p8vTtwxkGiVeaY7oE3zoMF0QlTEF1ZtxTLK/9GcgYuW3OI96SpuP/0NzFYOsqlRxn425BI/jYkkiKnn292u1iw28lP+9zoZPl0rTng5YofS+kfbeDWoRFMz7CJJWsEQRCEdlGu8+YVY2ree5Ka1l+3Xd61Hf/QY5t1zvZyQk8zv57Xnb/+Usb3ewIf1gFUeDSu/LGUc9Ms/Gt0NH2ijt7hv7x1PZaXHqhdzjoI/8DhuP76LzEhUxAEQQgrn8/HjTfeyODBg7n99tubfZ7Wrq6iaZruSjPxVkOLrq0lJCIV7q3XZigrbrXvR9mSq9su9R/W6SvUeK+7C8MDf0ZS649/jTmbiVi2EN/J57bKdS1mMxf0s3B+3yh+KfDwbFYVP+7TH18e7sf9Xn7c7+WYbkZuHxbJGSmimEFHpmxYgeQNrDirjjm+3f/viApTgiB0NsEqose1oCK6pBN+0iMHCaKr8fpVQju6CKPM7FPiuerHEr7Tub/lUeHyxaW8dnwsF/SxtUMPBUEQBKFtZWdnk5ycjM1mC2h/4IEHAJg2bVpde0VFBYWFhURFRdUrcjBjxgxefPFFnn76ac4666y6qqpZWVnMmTOHAQMGMG7cuNb/hhqhN66yKGAzHBlE1y8mJVUFfybUFHpBdDWpdYosdHWxZpnxSWbGJ5nrtRc7/XVV0zeWuMgqcpDnMujez2wptx82lnrZWOoF/ihAazNI9I82MDDGQGaskYEHK6gn2xVRhEEQhLBLT09n8uTJLF68mHfffZcrrriibtuzzz5LRUUF06dPx2DoHBmPztHLDmpFkYcDOrPzzk616j90aa2K6JqGcd77mD5/E0nTfwPWFAPuy2/Fd9I5LbuW0Ol0typcOcDOlQPsVHpUFu11MX+Xi+/3uKjyNj5gy67wcdOv5Ty2toqbh0RweT8bdmN4K3AJgiAIQjB+VaNS5wZDjKl570Vq73667XJe5wuiAyRYFD4+JZ6XN9fwwKoKvEEmnH2Z5+Lr3S6uGWDnrhGRxFuUtu1oa9I0jN9/hunjlwNCW4fznDEdz/QbQBEfgQRBEITwqq6urlvSuFs3/QDQqaeeCsD777/PlClT2qxvh3P4NN2xQiiVOxuiJiQhHxFEl3WWMw4XZecW/X70abyCaEen9u6H94zpmL7+OGCb+ZNX8Y8cjxZkKepwkCSJ43uYOb6HmXUHPDy7oYqv8lyNrrT3e7GXyxaVMjDGwK1DI5nWxyqKGXRAhtW/6Lb7xhzfxj0RBEHo/MqCBNFDqoge1x3NaETyeuu1y4V7Qrq2VBKkInpc56uIfojVIPHe5HhuWFLG3LzAlah9Gly3pAyHX+NP/ezt0ENBEARBaDtz5sxh1qxZjB8/npSUFGw2Gzt27GDhwoV4vV5mzpxZr5L5/Pnzuemmm7j00kt5+eWX69r79u3LPffcwyOPPMLEiROZOnUq1dXVfP755wA8//zzyGFeea059ILoepP7WrUienUlUlVFQLMIoretblaFblaF43uYcbkM5OeXkZzcjXLNxNYyb21l8zIvW8trq6mHkndqKodPY12Jl3Ul9QPqkUaJAQerpg+Mra2kPiTOSHfrUfS8VRCEdvH0009z2mmnccstt7BgwQL69etHVlYWS5YsISUlhYcffrhu3+zsbJ599lkAXK7a4tnbt2/nxhtvrNvn8LFAWxMpjBaYtyvwZgjAlN761VuCVUSXHFXN74TLgeX1JzD8/nPQXdToWFw3P4Taf2jzryMcFaJMMuen2zg/3Ybbr/HLfjfzdzn5PNdJZSODtD01fu5ZUcGT66r4c6adGwZFENPCh9WCIAiC0Jhg70/NfQ9Se6WhGYxIvvoP+5Rd2XiDHNPRyZLETYMjmJBo4pqfStlZ5dfdz6vCq1tq+GiHg9uGRXJjZgRWQycPCLmdmN98CuPyRUF30UwW3NfdhW/s5DbsmCAIgtCVmM1mLr/8ct1tS5cuJScnhzPPPJOEhISQlk5uLcGqB7X0s72W0COgTSotBr+vVSaAyTu3BvbBYkXt2X5/t+HkOe8qDL8vQS7eV69dcjkwv/8CrlseDnJkeI1IMPHOSfHsqPDywsZqPtrhCDrp8ZCt5T5u/KWMf6+p5G9DIri8vy2ggpnQTnxeDOuXBTSrCYmoqX3boUOCIAidW0uC6MgyardeKPvy6jcfMbEvmKBB9PjuIR3fUZkUiddPiMVqkPhohyNgu6rBzb+W4/Bq3JAZZAVqQRAEQTgKTJo0iezsbLKysli2bBkOh4P4+HhOPfVUrrvuOiZPDv1Zxx133EFqaiovv/wyb775JkajkXHjxnHfffcxYsSI1vsmmkAviK43pgpaEb2BVXJDpVcNHUDtIYLo7U2SJHpYFXrYFE7q9Ue7pmnsqfGz9WA4/VBIPbvCh8MX/oB6lVdjVbGXVcX1nyYf083I+ek2zk2z0ssuQumCIDRdeno6P/74I48++iiLFi1i8eLFJCYmcv3113PXXXfVK35UWFjIRx99VO/4oqKiem0iiN4JaZrG/N2ugPZok8TEI5YPqWMyoxlNAUugSjXNq4guFe3D8vw/UPbsDLqPP30grlseQovr3DeghPAzKxKnJFs4JdnCg8dE8+bWGmZtqqZYp8r/4UrcKo+ureKFDdVcPdDOXzIjxIBKEARBaDXlQR7sNbciOgYjanI6Sl52vWY5b3vzzteBjEgw8fO53fn70nI+2ak/YRJqw/0Pra7kjS013D8qkoszbCidsGKlXLQP66sPo+zJDbqPmpiM65aHUJP7tGHPBEEQhK7GarXy4osv6m678cYbycnJYebMmRxzzDFt3LP6ggWmmj2uOkjtlhTQJqkqUmkxWrfAkHqLaJpuRXR/2gCQj5J7E2YL7qtmYn3yjoBNhtW/oKz6Bf+YSW3Wnb7RRl6YEMs9I6KYtamat7fVUN3IA709NX7uXlHBf9ZV8ZdMO9eLYgbtTtmyFslRE9DuGzUJxNLSgiAITaY3rpIliDKF9pqqJSXDkUH0gnzQtEZfl+XSwCC6phiChrM6E4Ms8dLEGGwGiTe2Br5vAdy1ooIVRR7+MSqK9CjxmFsQBEE4+kycOJGJEyeGvP+MGTOYMWNG0O3Tp09n+vTp4ehaq9AbV+lVRMdkRrPYkFz1J6xJFeEIouuvTKOJiugdliRJpEQYSIkwcGryH8ViVU1jd7W/Lpx+qJJ6doUXt34drxb5vdjL78UV3LeygnGJJs5Ps3JumpVE21Fyn1IQhDaRnJzMrFmzGt1v0qRJlJeXt36Hmkl8Qm+mrFIv+dWB71Knp1gwKcFvEmm2CKSK0vqNjqYH0ZVNq7C89CBSTfBq6t4Jp+O+aiaYggTjBeGgaJPM7cMi+UtmBB9sr+GFjdXs1vn5Ply1T+PFjdX8d2M1x3QzcXZvC1NSrWREi5cVQRAEIXzKPfqBqegQH+zpUXv3DwyiF++DmiqwRzb7vB1BpFHm1eNjObGnmbtXVDS4LN1eh5+//lrOrM01PDQmism99Ff16Yiitq8n5qu3kJ36DyUBfCMn4LrhXgiyKpEgCIIgdDXBxlWtUREdQD5QgD/MQXSpcA+Szn00tc+gsF6nvfmHjME7/jSMS78P2GZ+73kcmSPbfIzT067wyLHR/H14JK9vqeaVzTWUBJnccEiJW+Xfa6t4fkM1Vw2wc9OQCHqIB3HtwrD6F9123+i2m9QgCIJwNNELTMWYZOQQJ/eoSckBbZKjGqorIDKmwWP1KqJrcd1APjomfcmSxFPHRWM3SLywUf/56ZxcJ1/mObl6gJ07R0TS3SrGF4IgCILQWelVRI+z6I9rtKiYwCB6VStWRBdB9E5HliTSIg2kRRo487DFE/2qRm6Vr144fWuZl+2VvkZXAAzVskIPywo93L2igglJJi5ItzE1zUKCRYxVBUHoGo6OuxLtYN6uwGroAFNSrQ0fqPOQSHIED5PrUTasxPLUXUFD6Jos455xM+7r7xEhdKFJrAaJ6wZFsObCRF47PpbMmMZD5RqwstjDv1ZVMvrzQsZ9UcgjqytZd8CDpoV/yRtBEAShawlaEb0FgSl/Wj/ddmX3jmafsyORJInL+tlZc2Ei1w+0Y2jkGejGUi8XfF/CBd8dYEOpt+Gd25uqYpv3Hhmz/xs0hK5JEu4LrsF1y8MihC4IgiAIhwn7SjMH6VVEB5CK97fovHqUnMBq6AD+jKMriA7gvuyvaBFRAe1y+QHMn/6vHXpUK9Ysc+eIKDZMT+SJsdEkh7BKXrVP47+bqhn+aQG3/FbGjooOPuY82qh+lDW/BjZHxqD2H9IOHRIEQej8Qq7cGYSaGBhEB5AL9zZ6rFxaGNCmxR9dqyJLksSDY6K4d2TwghE+Df63tYaRnxXy6NpKKoNMuhQEQRAEoePSNI1SV+jjKr0VYKTK8hb3Qy+IrlmsaDHxLT630DEoskTfaCPn9LZy54go3jwxjqXnJ7Lv8p4sP787b58Yx90jIpna20L/aAMN1J9tlAb8WuBh5rJyBnxcwPnfHeDd7Jqgq1UKgiAcLUTp4mZasMsZ0GZVJE7u1XDwW9OpsqlXyakhps9eR1L136A0exSum/6Ff/DoJp1TEA5nkCWmZ9iY1sfKd/kuns2qZmWxJ6Rjt5T72FJexVNZVSTbFc5KtTClt5XxiSYMsljqVxAEQWiaCo/+pKaWBKbU3v112+W8bPyDRjb7vB1NN6vCk+Ni+HOmnQdXVwadSHnI4n1ufvyyiEv62rh/ZCTJER3oo4LTgWHFYoyLv0LZlR10N80eievP/8A/fGwbdk4QBEEQgnv55Zd5+eWX27sbQEMV0Vv2WV1L0A+iywcKWnRe3XPmbtVtV/sMDPu12l1kDO7Lbsby2qMBm4yLv8Q77hTU/kPboWO1bAaZP2dGcM1AO3N2OnluQxVby30NHuNR4d1sB+9lOzg3zcptQyMYkWBqox53XfKOzcg6S5X7R00AWVTlEgRBaA69yp2xTRhT6VVEB5AL9qD2HRz8QE1DKikOPF/c0RVEh9ow+t0jorAZJP7v98qg+9X4NP6zroo3ttRw54hIrh5gx9yS5JAgCIIgCG2m0qvh03kMGG/W/6yqRcUEtEmVLa+ILu0PDKKriSkQ4mo3QudllCUGxhgZGGPkPP4oPOv2a2yv8LG13MuWwyqo51b5aUo5Tr8GP+5z8+M+NzOXlnNSTzPnpVs5O9Xa4lUqBUEQOpoOlC7pPHIqapfrONLkXmbsxobfKDTdiuhNCKJXlaPk6Ydv/CkZuG59BC3Myx4LXZcsSZyZauWMFAu/FXp4NquKRXvdIR+/p8bPa1tqeG1LDbFmiTNSrExJtTC5lwVrY+VZBUEQBIGGAlMtCKKn9EGT5YCJfXKQMVZn1zfayHuT41le6Oafv1c2OLlMAz7a4eDzXAfHdDMxJM5Y+yu29iaMpS3fvzUNeecWjD/Nx7BiMZK74SC9PzUD198eRuves406KAiCIAidS7CqOy2tiK5Fx6EZTUje+mOMVqmIvjOwIroaE48W2y3s1+oIfONPxffb9xg2rQrYZnnrKRwP/Q+M7RvkNsoSl/S1MT3Dyje7XTy3oYrfixuueK4Bc/OczM1zclJPM7cPi2RSkglJPOBtFYbVv+i2+0ZPauOeCIIgHD30xlWxTbhXpQWriK5TjbOemkokT+D9ES0+MeRrdzZ/GxJJnFnmzuUVOPSSageVuFXuWVHBy5uquX9UFNP6WJHF2EIQBEEQOrRg96piLUEqokcGqYiuac0PjasqcuGewOYgEweFrsGsSHXPSA/n8Klkl/tYWeRhbp6TZYWekIPpPg0W7nWzcK+b2+VyJveycH66lTNTLES18P6sIAhCRyCC6M0wf3dgNXSAKb2tuu2Ha2kQXdmWpdvuGzUR11/uB3PjfRCEppIkiYlJZiYmmVlf4uG5rGrm5jmbNNOvzK3x0Q4HH+1wEGmU+NuQCG4dGikqUwiCIAgNKm+NwJTJjNozDWXPznrNDVXaPhocl2jmu7MT+GqXiwdXVbCzyh90X7e/dtm4Xwv+CJQpEvSLNtQF04fEGRkcZyTJKoc3NFRdiXHZDxh+mh/wbxSMd/xpuK+aCWZL+PohCIIgCEeZCrf+p/imhKZ0SRJaQhLS/t31msNeEd3nRd61I6BZ7TPw6K1QJUm4r5qJcv/VSJ76hQHkfbswLvgI73lXtlPn6pMlibN7WzkrtbaYwXNZVfwQQjGDQ1WhRicYuW1YJGenWkRoLJw0DcPqXwObLTb8maPaoUOCIHRFs2fPZtmyZaxbt47Nmzfj8Xh46aWXmDFjhu7+lZWVPP7443z11VcUFRWRmJjIeeedx913301EROAztvZQplM4oUlB9Jh4NLMlYNK9VLi3wePkkiLddjXu6JyUd8iMfnZO6WXhP+ureGdbjW7l1EN2Vfu5YUkZL2ys5oHRUZzcyywmuwmCIAhCB1Xq0n8GGBdkXKVF6wTR/T5wVIM9sll9kEqLAoorAGg9Upp1PuHoZjPIjEgwMSLBxA2ZEeyr8fPlwWILK4qCFwI7kkeFb/NdfJvvwqzAqQdD6WekWBotgCsIgtBRiSB6M8zbFRhEVyQ4IyWE4ItOEJ2aqpBn6Clb1+u2uy+6XoTQhTYxPN7EWyfF8UiNnwW7nMzf7eK3Ajf+JqTSq7waj66t4rOdTp4bH8P4JHPrdVgQBEHo1IJXRG/ZAyQ1rV9AyFkq2ANOB1htLTp3RyZJEuem1QaE3tpawxPrqigJEvY/kl+DreU+tpb7+Iw/xsPxZpkhcUYGxhiateJJolVhcKyBMQe2ELt0AYZVPyN5G66ieYimKHguvQnvKecfvQE0QRAEQQgTvXGVIkGkseXvoWq3HshHBNHDXRFd3p2D5AscI/j7DArrdToarXtPPOdfjXn2KwHbTPPex3fsiWg9e7dDz/QdXswgq8TD8xuq+SLPidrIfaPVB7xcvriU/tEGbh0awUV9bJhE8YIWk/N3IhfvC2j3DT+u3avpC4LQdTzyyCPk5+cTHx9PYmIi+fnBq37X1NRw9tlns2HDBiZPnsy0adPIysrixRdf5LfffuPrr7/GYmnfSeg+VaPSE/jG1qTJfZKEmpiMsrv+JDu9apz1DgsSRD+aK6IfkmhTeHpcDH/NjOCRNZV8kadfNOyQjaVepi0sYWKSiQfHRDO6m3jfEwRBEISOpjTI86mgQfSowCA6gFy0DzV9QLP6IBfoj7/UJBFEFxrX065w4+AIbhwcQX61jy/znHyR62T1gdCec0JtcbD5u13M3+3CqkicnlIbSj812YzNIELpgiB0HiKI3kT7avys0lledlIPc0g3mTSdWXiSqoLbCZbGQ0/K1nUBbWp0LFqP1EaPFYRw6mVXuCEzghsyIyh1+fluj5v5u5ws3uvGGWIqPbvCx1nfHOCK/jYeGhNNTEursAmCIAhHHb2K6EYZrC0Mpai9+8Ov39VrkzQNOX8Hav9hLTp3Z2CUJW7IjOCSvjae31DFS5uqcQUvkN6gErfKz/vd/Ly/8YqXR+ruqeCKgiX03f8T3Z1Nq5rqj03A/dd/ofYf2uTrCoIgCEJXpLfccbQpPCubaAlJAW1SeQl4PWELuyo7t+i2q0d5EB3Ae/o0DMt+CAirST4vlreexnnvcyB3vHsqw+JNvHFiHPdX+nhxYxUfbHcQZJ5pnewKHzf9Ws5ja6u4aXAEV/S3iUpQLWBYvUS33T96Uhv3RBCEruzFF1+kT58+pKam8uyzz/Lggw8G3ff5559nw4YN3HbbbTzwwAN17Q888ADPPfccs2bNYubMmW3Q6+CCFU1o6iozukH0gvwGC1fJpUGC6HHdm3Ttziwj2sBbJ8VxywEPD6yqbPR+1K8FHk6eX8yx3UxclGHl/HQrCRaljXorCIIgCEJDmhpEVxN76bYrW9c1P4h+RGGFumuJILrQRCkRBm4eEsnNQyLJq6oNpX+e62R9SeihdKdfY+7BCut2g8SZqRbOS7NySi8LlmYUAxMEQWhLIojeRF/v1p9hPyU1tAoMml5FdEByVKM1FkSvrkQ+onIngL//cFEBUmhXcRaFS/vauLSvDYdPZfHe2lD6t/kuynUqgxzp3WwH3+a7eOzYaC5It4plEgVBEIQ6eu8jMWEITPnT+um2K3nbu0QQ/ZAok8z/jY7mmoERPLq2kg+3O2jCIifNFu+p4smcD7i0aClGrWkJ+PJe/dg3+DiUU87HHB1NsxP0rcisSESKwJQgCILQweiFpmJbuMrMIWq3HgFtkqYhlRShJSWH5Rryzq267f5mPmjsVBQD7mvuxPrgjUha/X9HJTsLw88L8J10Tjt1rnF9ogw8Oz6Wu0dE8fKmat7cVkOVt+FR554aP/eurODJ9VX8JdPO34ZENmv1na5OWf1rQJtmNOIbNrYdeiMIQld14oknhrSfpmm89957REREcOedd9bbduedd/L666/z7rvvtnsQXW9yHwQPTAWjN0aS3C6kilK0mHjdY4JVRFfju04Q/ZCRCSa+PCOBH/e6eGB1ZaMBn5XFHlYWe7h3RQUn9zIzPcPGmakWUWVSEARBENpRU4Po/n5D0RQFyV//uZCyeQ3eMy9uVh+kICvSqGG6nyV0TWmRBm4dGsmtQyPJqfAxN8/J57kONpX5Qj5HjU/js51OPtvpJMpYG0o/P93K5J4WsYqgIAgdkgiiN9G8XS7d9rNSrSEd32AQvZGKBcq29Uha4EMa/6ARIV1bENqCzSAzpbeVKb2teFWNpQUe5u928vUuF3sdwYNiRU6Va38u46MdDp4aF0NapHh5EgRBEPQDU+FYQUNN7YsmSQFjK3lXdovP3Rn1siu8NDGWvw2J4JMcB+sOeNlY5qXI2UjJymYYXbmTTzc9R6q7JORjyhUbHyRO4I2eJ5EV0Rs8wNdOoOFlmNtTD5vMkFgjQ+Jqfw2OM9I3yoBBFjeHBEEQhPaht9JMjCk8wRtVpyI6gHygAH+YHtzpVURXe6RCkHttRxs1fQDe06dh+vaTgG3mT17BP3J80NBaR5FkU3jwmGhuHxbJm9tqeHlTNcWuhsebpW6VR9dWMWenk9dOiGV4fHgq7HcFUuFelPycgHb/4DFgbXxlTkEQhLaWk5PD/v37Ofnkk7Hb7fW22e12xo4dy6JFi9izZw/Jye0XDCoN8t7V9Iro+hU9pYI9wYPoOhXRNYuty4yH9JzUy8IJPc18kevkkTWV5FY1XLDAp8F3e9x8t8dNhEFiSm8LF2fYOL6HGUXcsxEEQRCENlUSZFwVZwkyrrLaUNMHoezYWK9Z2bYefD4wND1jIu/PD2hTY+LBatfZWxCaLiPawN+HR/L34ZFkl3v5Is/JF7lOtpaHHkqv9GrMznEyO8dJtEliSm8r56dZOaGnGaMYwwqC0EGIpGcTlLlVfi0IXOLtmG5GetpDW8ZNswe5GVRT3eixytb1uu3qgOEhXVsQ2ppRljihp5kTepr5z1iN5UUe7llR0WBlih/2uhn3RRH3jozkr4MjRFhLEAShDT333HN1yx4vXLiQY445pn07BFToBdFNYXhvsNjQklKQjlhyT87b3vJzd2IDY4z8c3R03Z+LnH42lXrZWOplQ1nt1+xyH75mlk2/ev9PvJj9NhYttGXofokewOs9TmJOt7G4lM4VOtrvUNnvcLNw7x+fHyxK7d/xoXD6kDgjQ2KNYZlcIQiCIAiNaa0JfgBaN/0gulS8Pyznx1Gtu1Syv8+g8Jy/k/BccDWGVT8jHyis1y45ajC//wKumx9sp541TYxZZuawSG7MjOCD7TW8sLGa3dUNh8a2Vfg4ZX4x94+M4m9DIkRQLASG1b/otvtGT2rjngiCIIQmJ6d28kyfPn10t/fp04dFixaRk5PTrkH0Mp0xFTQjiJ6UotsuF+SjDtR/7ieXFAa0dcVq6EeSJYkL+9g4p7eVd7Jr+M+6qkYnuwFU+zQ+znHycY6TRKvMhX2sTO9jY3i8UazcKwiCIAhtQG+lGVmC6AaeA/ozRwYE0SW3C3nnFtT+Q5vcB7kgMIgertX9BOFI/WOM3D3CyN0jothc5uXzXCdf5DrIqQx99ecKj8YH2x18sN1BrFninN5WLki3MjHJLPJVgiC0KxFEb4Jv8134dUI3U3qHVg0dCFqVQHKEEETfFhhE1yKjUXulhX59QWgnkiQxLtHMoindeHVLDf9eU4kjSIrN6df456pKPt3p5PnxMYzq1rmCZ4IgCJ3R5s2beeyxx7Db7dTU1LR3d+q0ZuVOf1r/gECTvC8PPG4wmcNyjc6uu1Whey+Fk3pZ6trcfo1t5bWh9E1lPjYeDKqXBFlCEcCkenlu+7vcsH9xo9csNkbybtLxvJl0ItvsPcPyfXQULj+sK/Gy7ohJecl2hcFxxmZNsogyyQw+WHl9UIwBu1GE2gVBEAR9Ze7Az+CtXhE9TEF0JXerbrs/o2sF0TFbcV85E+vTdwdsMvz+M8qa3/CPmtAOHWseq0HiukERXDXAzhe5Tp7dUMXmBpYo9qrwwOpKFu518cqkWFIixK3thhhW/xrQpkkyvhHj26E3giAIjausrAQgOjpad3tUVFS9/RricumvbhwORdUe3XY7viZdV4pJQG99CnXvrqDnsZYEVkT3xyS06vfb2VyebuCC5Bhe3ebkpS1OakIsNFnoVJm1qYZZm2roF6VwQW8TF6WbSQ6xEBmAx+Op91UQ2pL4+RPCwWKxNL6TIIRRqc5zpViTjNzAhDB/5ij46r2AdmXzmqYH0T1uJL2JfkmpTTuPIDRDZqyRzFgj94+MZEOpl7l5Tj7PdZLXyAo/hytza7yb7eDdbAcJFpmpva2cn25lfKJJFHEQBKHNibv1TTB/l1O3fUpq6EF0rblB9Joq5N07Apr9A4aDmJUvdCIGWeKmwRGc09vCncvK+W5P4CoDh2wo9XLKgmKuH2jnH6OjiBTBKkEQhFbh9Xq58cYbGTp0KH369OGTTz5p7y7Vac3KnWrvfrDsh3ptkqoi5+9E7WqhpiYwKxLD4k0Mi68/Uczj19CbYiaXFhHx0sMY9+sHyAA0JDYnD+fjlMm8ahtBqT/0h3xHgz01fvbUhH5jKRgJ6BOl1FVaHxJnZHCckRS7Iip5CYIgdHGapumuNNPUyp1BRUSjWaxIrvr3zqQDBWE5vbxTfxyh9hkYlvN3Jv5hY/GOOwXjEeNYAPN7z+EYNKLTLR9tkCUuyrAxrY+V7/e4eW5DFcsKgwdofivwMOHLIp4ZF8O0PnoRPkEqL0HO2RTQ7h8wDKJi2r5DgiAIbaygoACvN7TV2Joqt9AABBbPcZYWkO9owhJymka02YrBXX/85Nm1g/z8wMqcqCrxZQcCmitNNv39u7iLouG00bDwgIFvihSyqkK/17S90s8TG5w8ucHBpDg/F/XwcUyMSqhZnsLCwECbILQV8fMnNJfRaCQtLa29uyF0MXpB9DhLw/eq/BmZaEYTkrf+fQPDljV4z7uySdeXi/YiaYHjN1VURBfakCT98dz1/0ZFsa7Eyxe5Tr7Ic5LfyAqChzvgUnlzWw1vbqsh0SozNa22UvrY7qYGJ3cIgiCEiwiih6jGq7Job2BFgcwYAxnRof81NjeIrmRv0B0A+QeOCPnagtCRpEYY+PiUeL7Mc3H3inIKnfpVVFUNXt1Sw/xdLv59bDRT0yxikCQIghBmTz31FFu3buXnn3/m+eefb+/u1FE1jQpPK1buTOuv2y7vyhZB9GYwKYHvz8qWtZhfehC5qjzocb7MUbivvoPe3XtyN3CnprG72s+Gg5XWN5V62VjmbVIFgK5KA3Iq/eRU+vky74/PLtEmqa5q+pA4I0MPfjWKagiCIAhdRpVX013lL1zjKiQJNSEJZU9uvWb5QJgqou/cEtCmGYyoKRlhOX9n47nsJgxZK5Fq6leElUuLMX32Op7Lb22nnumT9uZh/PU75KK9je577sFfJS4/m0q9lOt8HqizBjbbayfh6Y1Fm0qLjMY35gT8Q8a0+FztTVnzq/695NGT2qE3giAIoTlU8byiokJ3+6FK6If2a0hSkv5qLWFR5gACC1dl9u5JdBPHVlqPFMjLrtcWUVVKSkpKwL5yWTGSFvgcxZqSpru/ACnAkD5wO7Cr2s/neW7m5LnZURV8Vb/DqUj8XGrg51IDGZEyV/WzMD3dHPTf2ePxUFhYSGJiIiaTWOlXaFvi508QhM6o1KUTRG+saILJjL//UAybVtdrlndsBrcLzKFX9pf260/mU3uIsZXQPiRJYmSCiZEJJh4cE8WqYi9f5DmYm+tknyO0MSzUrvbzvy01/G9LDb1sCuemWzg/zcaYbkZRuEoQhFYjgughWrTXjUsn+3J279CroQNo9kj9DTVVDR6nbF2n2y6C6EJnJkkS56VbObGnmQdXV/DWNkfQffc6/Fz1UykDog3cOjSCizJsIjwlCIIQBuvWrePpp5/mvvvuY+DAjlVRssqroerkTpr6UC8Yf2pf3XYlbzshrtorBKNpGL/9BNMnryKpwW+MeM66BM+060D542OJLEmkRRpIizRwzmFj7UqPyuYyL+uLnOwqLiMmOgaDseN9nNE0KHT62XgwQF/ZUHiqjVR4NJYWelh6WGXROLPMhX2sXJphY2SCuPEkCIJwtCvTqTAFEG0O3+u/ltADjgiih6UiuqYh5wQG0dXefcFgbPn5OyEtKhb3pTdief2JgG3GRXPxjTsFte/gduhZIDkvG+sTtyM5app0XOLBX406AOxqRseCMP44D9c1d+I74ezwnbQdGFb/qtvuGz2xjXsiCIIQuoyM2glmO3fu1N1+qP3Qfg2xWEIPIDVVlT+waJUiQfdIa9M/W/dIDQiiK8X7sZhMINe//yVX6wf0lcRerfr9Hi0GWODeBDv3jNZYX+Jldo6DOblOioIUSTpSTpXK/61x8FiWk4v6WLluUARD4/THoiaTSfybCO1G/PwJbWHo0KFBV+OYMGECCxYsqNe2f/9+nnvuOX766Sfy8/Ox2+1kZGRw1VVXcdFFF6EoXWuFVOEPehXRQ1m9z585KiCILvm8KNs3NmlyuVywR7ddTRJBdKH9SZLEMd1NHNPdxCPHRLOiyMMXuU6+zHMGLfSpZ6/Dz6xNNczaVEOyXeH89NpK6SPixbNBQRDCq+MlNzqo+bsDqxsATOndxA9yQZbGbbQiuk4QXbNHofZKa9r1BaEDijHLPDs+loszbNy2tJyt5cHjf9sqfPz113IeXVvF34ZEcHl/GzZDmCq4CYIgdDFut5sbb7yRoUOHcuutHatqIkB5awem7JGo3XoiF++r1yznbA7P+bsqlwPzG09iXPlj0F00swXXdffgP/bEkE8bZZI5LtHMiGiNfIuPlBRrh3+oomka+TUHQ+mH/cqt8tPe8fRS9x/VEPpFG7gkw8b0DCspEeIjoiAIwtGo3KM/rgrl4V6o1G6BlUflirLa4gvBCjOEQCorRq4oDWj39+naK9j4Jp6Bb+lCDJvX1GuXNA3zW0/hfPC19g/q+7yYX3u0ySH09mZ+/wX8g0aide/Z3l1pFjk7C8PG3wPa/ekD0OJDivcLgiC0i4yMDHr06MGKFSuoqanBbv/jeVpNTQ0rVqygd+/eJCcnt2Mv9QNTMSa5WSEOLbFXQJvk9SCVFQe8ZsulRfrniO/e5Ot2ZZIkMSLBxIgEEw8fE82S/W5m5ziYv8tFja/xuzUOn8Y72Q7eyXZwXHcT1w2yM7W3NSyrswiCIHQmUVFR3HjjjQHtqamp9f6cl5fHySefTGlpKSeffDJnnHEGVVVVLFiwgL/85S8sWbKEWbNmtVW3hQ5Gr3BCoxXRAf+gUbrtyubVTQyi7w5o0xSlttiCIHQgsiQxLtHMuEQzjx0bzdJCD3PzakPpB3RWFghmT42fFzdW8+LGatIiFc5Ps3J+upWhcSKULghCy4mUQQg8fo1v8wMrHKREKAwLMts9KMWAZrEiueoH2xsMojuqkXftCGj2DxweUBFBEDqz4xLNLJnanRc2VvPk+krcOqsQHLKnxs/dKyp4cn0Vf8mM4LqBdmLC+ABdEAShK3j00UfJycnhp59+anbFCZcrcIwULkVV+hOT7JI/bNc1pmZgPiKIruzZiWdPHmpCKy7jfJSSC/cQ9crDGPYFL0vpS+xF1V/+ib9nb2jGv6PH46n3taPrboDJ3SUmdzcBtcvi1ng1tlT42FTmZ1O5jy3lfnKr/LorADREBcrDUHF9e4WPh9dU8vCaSiZ0NzAt3cyUFBORRjG20tPZfgaFjqmjT6QRjj7lbv33i5gwrTQDoCXqh8IMWSvwjTul2efVq4YOoHbxIDqShPuqmSj3X4Pkrf+epOzJxfjNbLzn/KmdOlfLuOAjlL157dqH5pA8bsxvP43rzqegsz2E83qwvPW07ibf6Elt3BlBEISmkSSJyy+/nP/85z88+eSTPPDAA3XbnnzySaqrq5k5c2b7dfAgvcBUcyf3Bau2KRfswX9EEF0q0Q+iq3EiiN5cBllici8Lk3tZqPGqfJPv4tMcBz/sdeMP4XbL8iIPy4s8dLdWcEV/O5f2FhV9BUHoOqKjo7n33nsb3e/FF1+kpKSExx57rF5w/Z///CcTJ07kww8/5J577gkIsAtHP5dP050EFkoQXU3rh2azB0x8VzavbVIf9Cqia916gkFE6YSOS5ElJvUwM6mHmSfGRvNrgZsvcp18tctJWZB7wHryqvw8u6GaZzdU0zfKwHkHK6VnxnbNFSgFQWg58e4Zgl8L3FTqBDzO6W1pXoUDW0STguhK9gYkLfDGln/g8CZfWxA6OpMiccfwSM5Ps3Lb0jJ+KWg44HPApfLImkqe31DFNQPs3Dg4giSbuNknCILQmJUrV/Liiy9yzz33kJmZ2ezzFBQU4PV6w9izP+wol4HAoJ6vspT8/AZmKzVBfFI6qfwS0O746WuKx54almt0FVHZ60j78k0Ut/5KQgDl/Uewa+rVqH4ZgizdGarCwsIWHd/eEoFEC0xOAlow56HCCztqZLJrZLYf/LXTIeHRmhea+q3Ix29FPu75vZoT4/2c3d3HMTEqhk6WwWoLnf1nUGg/RqORtLS09u6G0MUEq4gezgndvsxRmHXaDat/aVEQXdm5Vbe9q1dEh9rwv+e8KzF/+r+AbaYv38F3zAlo7bSctLR/N6av3muXa4eDYdNqDEsX4ptwWnt3pUmM8z9E1pkUqpnM+Cac3g49EgRBgHfffZdly5YBsHlz7Sp07733Hr/++isA48aN44orrgDg1ltv5euvv+a5554jKyuL4cOHs379ehYvXsyoUaN0K6+2teZW7tSjBpnIJxXsgcGj67cFq4ge161Z1xbqsxtlpvWxMa2PjX01ft7JruGdbTUUOBuvMFnkVHlqfRXPZsH4WBPne1ycnW4kUTyrEgRBIC8vD4DTTqv/2SomJoZx48bx6aefUlpaKoLoXZDeKjMAcZYQxlWKAf+AERjW/lavWc7LbtLKfPL+wOdUwSYKCkJHZJAlTuxp4cSeFp4aF8OS/W4+z3Uyf5eTiiYUstpR6eOp9VU8tb6K7laZgTFGBsUYGBRb+3VgrJHoMBY0EQTh6CSC6CGYv0u/UuOUVGuzzqfZIqG0uH5jTVXQ/ZVt63Xb/QNEEF04emVEG/jqjAQ+znHy2NpKdlc3HDis8mo8v7GaV7ZUc1lfG7cOjSQtUrzECYIg6PH5fNx4440MHjyY22+/vUXnSkpqvarhWbiBwMl6GT27kZIYntnYUvRZaF+/HzDpLzF3E5Zp14TlGkc91Y9t3vvYvv4o6C6aJOGYeiW+M6bTq4Ur+ng8HgoLC0lMTMRkMrXoXEeDFGDIEW0+VWNHlZ/NZX42l/vYVF77tdAZ+k0ntyrxXbGB74oNdLdIXJBmZnqamcxYMb4SP4OCIHRG5UEe7oW1InrP3qg9UgIe4ilZK8DjBpNeTL1x8s7AiuiaLQItsVezzne08Z5xMYbli1Hyc+q1S14v5reexnXPs21f1VtVsbz9NJIvcMKqZrHW3httAb+mUepWG1xJD8AkQ6RJxqo0/P1LHhdSdWVAu/nD/+IbeixExbSgt21H2rcL0/wPdLd5zr9aBBUFQWg3y5Yt46OP6t8zWL58OcuXL6/786Egut1uZ8GCBTz++OPMmzePX375hcTERG6++WbuvvturNbmPZcLJ73QVKy5ee+1apDxjFwYWJ1TLgmcDK1Gx4JRfC4Nt552hXtHRnHH8Ejm73Lyvy01LC1sfFU0vwa/lBr4ZWUNM1fWMDrByOkpFk5PsTAsztis4maCIAgdlcfj4YMPPqCgoIDIyEhGjRrFmDFjAvYbNGgQixYt4vvvv683oay8vJzly5eTmJjIgAED2rLrQgcRLIgeH+IEP3/mqIAguqSpKNvW4x81sfETVFcg1QTeC1CT9CcKCkJHZ5QlTu5l4eReFp4dF8PifS6+yHXy9W4XVd7Qnw8WOVWKnG6W7HfXa+9pkxkUa6wNqccaGBRjZECMgQixurIgCAeJFEEjVE1jwe7Aqo4JFpmx3Zt5c8cWEdDUYEX0LesC2jR7JGpKRvOuLwidhCRJXNrXxrQ+VubsdPLchiq2lvsaPMbth7e2OXgn28EF6VZuGxrJkDixdIwgCMLhqqurycmpDap066YfRjj11Npq4O+//z5TpkwJei6LJbBiebjUaPrJku6RFiyWML22W5JQ+w8NmPhnyNmM1e1Ai44Lz3WOVn4fllmPYli1JOgumj0K143/QBt6rE59++YzmUyt+vPX2Y2wwYj6q3hzwOVn3QEvX+Y5mZvnDPnGU5FL45WtLl7Z6mJInJGLM6xc1MfW5VehET+DgiB0JsEqoseGsSI6koRv1CRMCz6s3+x2oWxchX/UhKafU/Wj5G0LaPb3GdT24eqOymDAffUdWB++KWBypWHrOgy/fIPv+LPatktLvkbZGlhYQ5MknHc/i9pnYIuvYdU03txYzUNrKvE2Uqh0UIyBW4dGcmEfK0ZZ5+fGUY3t3quQyw/Ua5aqKzF/NAv3n+9rcX9bnapieesp3fC/v3c/vKdPa4dOCYIg1Hr55Zd5+eWXQ94/Ojqaxx57jMcee6wVe9V8ehP8mr3KjD0SNTIGuaq8XrNeEF0qKQ5o0+K6N++6QkiMssT56TbOT7exqdTLm9tq+HiHgxpfaPdTVh/wsvqAl0fXVtHTJteF0k/oYcEqlp4TBKGTKyws5KabbqrXNmrUKN544w3S09Pr2m655Ra+/fZb7rvvPhYtWsTgwYOpqqpiwYIFWK1W3n///Q4x0Uxoe8GC6KHeq/JnjtRtVzavCSmIrlcNHUDtIarzC52fSZE4I8XKGSlWXD6NH/a6mJvn5JvdrpDHskfa51DZ53CzaG/9gHpqhMKIeCNTels5I8VClKicLghdVpsE0YcOHUp+vv6b+IQJE1iwYEHI5/rkk0945ZVX2Lp1K0ajkeOOO457772XESNGhKm39f1e5KFQZ9m1s1MtKHoPLkKgNSWI7nQg78oOaPb3HwYtrCYpCJ2FUZa4pK+N6RlWvs138WxWFb8XBz5YO5yqwWc7nXy208lV/W08MCY6rEuOC4IgdGZms5nLL79cd9vSpUvJycnhzDPPJCEhoV2XQ6wIchMq2hTeBzW+0RMDguiSpqGsXYrvxOAhfAFMH81qMITuT+2L65aH0br1aMNeCcEkWBROSVY4JdnCE8dF881uFx/vcLB4nxt/iPedNpZ62Vjq5V+rKjmpp5lLMmyc3duCzSDGWYIgCB1Z8Iro4R5XBQbRAQyrf2lWEF3etxvJFVggIhxB5qOJmjEI76nnY/p+TsA288cv4x9+XJtNsJTKSzDPfkV3m/fUC8L2bydLEn8bGskJPc3csKSswcIFW8p9/OWXMv69tpK/DY7gT/1t9ccutgjcl9+K9cX/CzjWuPR7fONPxT/0mLD0u7UYfl6Akr0hoF2TZNxX3wGKqEcjCIIQDl5Vo1JnUndcC549aInJcGQQvUCnInppYEV0LT4xoE1oHYPjjDw9LoZ/jY7i4x0OXt9aQ3ZFw4WTDrfPofLWNgdvbXNgVSSO72nmzBQLpyVb6Gnv2hP9BUHofGbMmMG4cePIzMzEbrezY8cOXnrpJWbPns3UqVNZunQpkZG1K2F1796dhQsXcsMNN7Bw4UJ++OEHAKxWK1dffTVDhhy53qfQVZQFuVcVZwltXKX2SkeNikWuLKvXrmxeE9LxckGQILqoiC4cZSwGiSm9rUzpbcXhU1m4x83nuQ6+z3fjDPXhYAN2V/vZXe3nq10uzAqc2svCBelWTk+xYBfV0gWhS2mzO9BRUVH1lto5pCnhpqeeeopHHnmElJQUrr76aqqrq/n88885/fTT+fLLLznuuOPC2WUA5u926bZP6d38WZlNCaIr2zcgqYEDMP/AEc2+viB0VrIkcVaqlTNTLPxa4OHZrCoW73M3etzb2Q6+znfx+LHRnJ9uFcsfCoLQ5VmtVl588UXdbTfeeCM5OTnMnDmTY45p37BFsMqdMWGeSe0bNRHzhy8FtBtWLRFB9AYYf/gC08LPg273Tjgd91UzwWRuw14JobIZZC7sY+PCPjYKHX4+y3Xy8Q4HG0obnux3iKrBor21lQ8iDBLnplu5OMPGxCQTshhrCYIgdDh6D/eMMtjCXIlRTR+AGpuAXFa/srRh7VLcfl+Tw7Dyzi267f6MQc3u49HKc+G1GFb/ilxSP6Qm1VRh+uBF3H/9V5v0w/TBf3Xvc6rxiXguvDbs1xsWb+LHc7rzwKoKXt1S0+C++dV+7lpRwRPrqvhLpp3rB0XUFS3wj5mEb/QkDKt/CTjO/M4zOP79Jpg7ZpU+qbwE8ydBwv+nT0NNF8vcC4IghEuwyX0tWWVGTeqFsmNjvTapeB8cPnbyuJGqKgKPjdNf6VBoPVEmmRsyI7h+kJ0l+z28vrWar3e7Qp7gD+D0a3yX7+K7/Npn0MPijJyRauGMZAsjEozivoogCB3ePffcU+/Pw4YN49VXXwVg9uzZvPPOO9x8880A7Ny5k0suuQS73c4333zD0KFDqaio4JNPPuGRRx5h8eLFfPPNNyiKmJTT1ZS6ggTRQx1XSRL+QSORVyyu16zszUMqL0GLiW/w8GAV0bWklNCuLwidkM0gc26alXPTrFR7Vb7Ld/F5rpMf9rpw6y9U3iRuf23Ocv5uF1ZF4vQUC+enWzk12SwKWglCF9BmQfTo6GjuvffeZh+fk5PD448/Tt++fVm0aBHR0dEAXHvttZx66qnceuutLFu2DDmMVcI1TWP+rsCqS5FGieN7ND9Qo9kjAxudNaCqAVXOla3rdM/hHzi82dcXhM5OkiQm9TAzqYeZdQc8PLehmi/znDR0n6/IqXLNz2V8nOPgqXExpEaISlCCIAgdXbkn8JVdkWrHYuGkdeuBv3d/lCNWoVE2rwFHNehMIuzqlKwVmN7Xn8ygKQruGX/DN/lcEA/OOoVEm8JNgyO4aXAEm0q9zM5x8EmOgwKdlaH0VPs0Ptju4IPtDpLtChdn1IbS+8cYW7nngiAIQqj0xlWxZjn8E7VlubYq+g9f1GuWaipRtmXhzxzVpNMpQYLoarqoiB7AYsN9xW1Ynw28/2pc8SO+8afhHzGuVbugrFuKceWPutvcV9wGFlurXNdqkHjiuBhOS7Fw869l7Hc0PIYpcav8e20Vz2+o5uqBdv46OIIeNgX3n25B2bwGyVk/0C4X78c09x08F/+lVfrfUub3X0ByBIbw1YQkPBdc3Q49EgRBOHoFq9zZsiB6YNhJ8vuRDhSiJfaq/XNpke6xoiJ6+5EkiRN6mjmhp5m9NX7eza7hq1wHWyqanuDJKvWSVerlP+uqSLTKnJZs4fQUCyf2NBMhqkgKgtCJXH311cyePZsVK1bUBdH/+te/kp+fz7p160hMrH3fioiI4Pbbb6eoqIiXX36ZOXPmMH369PbsutAOSoNVRG/CuMqfOQrjEUF0AGXLOnzjTm7wWLkwcAUazWJrsxXlBKG9RRj/KFhV6akNpa8+4GFruY+tZd6QnxEG4/RrzM1zMjfPid0gcWaqhfPTrJzcy4IlzMVRBEHoGDrNp9cPPvgAn8/H3//+97oQOtTOrrzwwgvZtm0by5YtC+s1N5X5yK0KvGFweooFs9KCF0W9iuiaVhtGP4KydX1Am2azo6ZmNP/6gnAUGZFg4u2T4vj9gu5c3s9GY/fkvt/j5rgvinhxYxU+teXLzAiCIAitp0KnInq0qRUCU4Bv9MSANsnvw7B+Rdiv1dnJe3KxzHoISQv899GMJpx3PYPv5PNECL2TGhxn5KFjotk0PYkvTotneoa1SdVy99T4eTqrmmO/KGLyvCJe21xNiSsMZRQEQRCEFtFbaSbcq8wc4h89Sbdd0ak03Rh559aANjUhUTwUDMI/YhzesSfpbjO/+xy4HK13cacD8zvP6W7yjj2p1UPwACf3srDqgkSeGBtNsr3xanrVPo0XN1Yz/NMCbvmtjB1KLO6LbtDd1/jtJ8i7toe7yy2mrPkNw+8/625zX3l7h63iLgiC0FmFIzB1JDUxWbddLvgjHCWX6AfR1bjuzb6uED697Ar3jozix7Ni+GqMk8fG2Dmll5nmDLcLnSrvbXfwp8WlZHy0n2nfH+B/W6rZXe0Lf8cFQRDCLD6+tgK1w1H72bOqqorly5fTv3//uhD64SZNqr1/kJWV1XadFDqMkiDll5saRNejbF7d6LHS/t0BbWqPFPFsS+iSokwyF2XYeHxsDHNPT2DrJT3IvawHX5+ZwDPjYrh+oJ2JSSbim/m5p8an8dlOJzMWl9L/4/38eUkp3+W78DRlWSFBEDq8NguiezwePvjgA55++mlee+01Vq1a1aTjf/31VwAmT54csO3kk2tnsv32228t7+hh9KqhA0xJbdkNfC1IVc2AZWtdDuTcwAdu/v7DQBZLEwnC4fpGG3lxYizrpiXx18F2rA1MFnH4NP7v90omzytm3QFPG/ZSEASh43v55ZcpLy/nmGOOae+u6C53HGNqnRtA4QxMHc2kyjIsz94bUCXyENcN96GKlXuOCooscVIvC68dH8e2S5J4eVIsJ/Qw05T/gWsOeLlrRQUDPi7g0h9K+DLPiVvcVBIEQWgXetU7Wy2IPmAYmj0qoN2w+pfa1QBD5XEj5+cEnj99UEu6d9TzXHaz7r1HuaQQ05w3Wu26pjlvIOtUa9VsEXhm/K3Vrnsku1Hmz5kRrJ2WyMuTYhkY0/iKeB4V3s12MObzQk5zHUdej8CK+5KqYn7zSfB3oBCYswbzu8/qbvKOOwX/sLFt3CFBEISjX2tURD9U9fxIh1fplIIE0bV4EUTvaHpYNK7uZ+Gz0xLYeVkPPpgcx+X9bCRam/4z4vbDD3vd3Lm8gmGfFjJ+biEPra5gRaEbvyi0JAhCB3QoA5SamgqA1+sFoKSkRHf/AwcOAGA2m9ugd0J7cvhU1h3w8NEOB//8vYLpCw/w4fbAyfIRBglTE4qCat17oiYkBbQrW9Y2fKDqRy7aG9iss1KNIHRVsWaZ8Ulmrhlo58lxMcw/sxs5l/Vg+yVJfHVGAv8ZG83VA2wMiG783tvhKr0as3OcXPxDCf0+3s9Nv5axaK8LrxjfCkKn17RXgxYoLCzkpptuqtc2atQo3njjDdLT0xs9Picnh4iICN2ZkhkZGXX7hNP83a6ANrMCpyS3bCDcUBD98JdVZfsmJJ0HdP4BItwjCMH0sis8emwMfx4UwR3Lylm41x1036xSL5PnF/PnQXbuHxUlljgUhDAYOnQo+fn5utsmTJjAggULAtqLi4t55pln+O6779i7dy82m42+fftyySWXcO2117Z2l4UOTLdyZwse7DVE7ZWGmpSCXFD/59eQtRy3xw0mcSMUjxvL8/9APlCgu9l94bX4jz2xbfsktIlIo8ylfW1c2tfGnmofn+508vEOB9sqQgti+TT4Jt/FN/kuYkwS56dbuSTDxrHdTa2ywoEgCIIQSHeCn7mVXoMVA76R4zH++m29ZrnsAHLuNtSM0ILk8q7tuvfFQj2+q9Ji4nFfciOWN58M2GZc+Dm+404J+9+hnLMF4w+f625zX3Jju1SwN8oSl/a1cXGGlW92u3h2QxWrir0NHqMBS4t8nJN8NasL7sOk1a/OpuRlY1z4Od4zOsaS8abPXkcuOxDQrtmj8Fx2k84RgiAIQku1RhBdDRJElw4PoutM9gLQREX0Di3CKHN2bytn97aiahrrS7x8k+/iu3wX60saHpfo2VzmY3NZNc9kVRNvljmmu4nBsQYGxxoZHGckI8qAQRb3WQRBaF3Z2dkkJydjs9kC2h944AEApk2bBkBcXBz9+vVj+/btvPvuu1xxxRV1+5eXl/Pf//4X+KMyutD5uXwa2yt9bCnzsrXcy5YyH1vKveyq8hNKxDTO0vQxlT9zFPKSr+u1ycX7kYr3o3XroXuMVFKE5A18LxZBdEFoXDerQjerwvE9/nh2vrnMy+e5Tr7IdZBTGfoqyRUejQ+2O/hgu4M4s8w5vS1ckG5lQpJZjGsFoRNqkyD6jBkzGDduHJmZmdjtdnbs2MFLL73E7NmzmTp1KkuXLiUyMrLBc1RWVtKtWzfdbYeOraysbLQvLldguFzPrmo/G0sDBx4nJBkx+D20ZHV5k8mMRafdW16KN/GP/tk26leNd/bJxBfi9yF0DB6Pp95XofUlGuHdSXa+3G3k/9bUUOzS/2ijavDy5hq+yqtdLvG0XqY27mnrEz9/QjhYLHrvXPqioqK48cYbA9oPVUA4XFZWFhdccAHl5eWcdtppnHvuuVRXV5Odnc23334rguhdXLk78LU7upUqdyJJ+EZPxLTgo/rNbhfKptX4R45vnet2FpqG+Y3/oOzYpLvZO+F0vOf8qY07JbSH5AgDtw+L5LahEawv8fLRDgef7XRSEuRh/JHKPRpvbXPw1jYH6ZEKl/S1cXGGjbTINpsjLQiC0CW15QQ/AN/oSQFBdKitiu4JMQSt5GzRbff3EUH0xviOPwv/0u9Rtq6v1y5pGua3nsL5wKtgCNN7r8+H+c0nkbTAsbtv4Ah8x58Vnus0kyxJnN3bylmpFn4r9PBcVhU/NFC0AGCLPZknUqfyf7u+CNjm/+QN7vMNJaNvCuMSzQyMMSC3w8Q6eccmjIvm6m5zX3ojWlRs23ZIEAShiyhthSA6FhtqTAJyef3JRXLBH0F0uaQw4DBNMbTLZC+heWRJYmSCiZEJJu4bGcW+Gj/f73Hxbb6Ln/e5cTZxBbkSt8q3+S6+PaymhlmBgTFGMmONDI41MCTOyOBYI92sYpVtQRDCZ86cOcyaNYvx48eTkpKCzWZjx44dLFy4EK/Xy8yZM5kwYULd/o8++iiXXnopt9xyC3PmzGHYsGGUl5fzzTffcODAAaZOncqJJ57Yft+Q0Cwev0bOwcD5lnJfXeh8Z5WPlhQ1TmhmEN14RBAdQNm8Bt8JZ+sec2RRqkO0HiKILgjNkRlbOwa9f2QkG0q9fJHr5PNcJ7uqQw9XlrpV3sl28E62g24WmXPTrJyXbmVcdxOKCKULQqfQJk/777nnnnp/HjZsGK+++ioAs2fP5p133uHmm29ui65QUFBQtwRQQz7cYwACA6ljbdXk51e0qA8RVQ4CFyiGkt15VNj+uGnUTyeI7jdZyJVMEKTarNCxFRYG3iwUWtdoGT4eAS/mmphbGPwlb69D5YolVZwc7+Pvfbx0Mx99y76Inz+huYxGI2lpaSHvHx0dzb333tvofpWVlVx22WUA/PTTTwwZMqTedp+vAy15LrQL3cBUawXRqQ1MHRlEh9rAVFcPopvmvo1x+SLdbf7+w3Bf/XcQla27FEmSGJFgYkSCiUeOjeaHPS5m5zj5ercTnf+6unKr/Dy2torH1lYxLtHEJRk2zk2ztmowUhAEoSvyqxqVnsDPuK05rvIPGYNmtiC56xdSMKz5Bc/0G0I6h7wzMIiuSTJqWr+w9PGoJkm4rr4D2z+uCajwpeTnYPzuE7xnXxaWSxm/mY2yZ2dAu2Y0dqgxoiRJTEwyMzHJzPoSD89vqGZunjPoA/LHep/LRUXLGejcX6/d5ndz1qKXmVJ0F0gS0SaJk3pauDHTztjENlpFyefF/NZT+uH/zFH4Jp7RNv0QBEHogvSKJkALg+iAltQLjgyi16uIXhx4TGwCyOLzc2fV065w1QA7Vw2w4/RpLNnv5ruD1dL3OppXDc3th/Ul3oBq690sMoMPhtKHxxsZl2giJUIUBBAEoXkmTZpEdnY2WVlZLFu2DIfDQXx8PKeeeirXXXcdkydPrrf/qaeeyvfff88LL7zA8uXL+e2337BYLPTv35+77rpLFKTqBPKqvKwvqQ2bbz1Y4XxHhQ9fK8QpJiQ1/XO1f9BI3fYGg+j79fNWoiK6ILSMJEkMizcxLN7EP0dHsa7kUKV0J3tqQh/jFrtUXt9aw+tba0iy1obSz0+3cmx3U7sUhBAEITTt+inz6quvZvbs2axYsaLRIHpUVFTQiudVVVV1+zTmfwWRRBkl+kUp9I1SSItQMCmBL1LLtlYA9QNwsgSXDE0ivoU3lBT0qxJ3s1mJSjk4sHG7sO/fFbCPv/9QUnqntej6QtvzeDwUFhaSmJiIyXT0VdzuDF5Jh6uKvNz5ew3bG1gKZlGJgZWVRm7NtHJVPwsRxs4/iBE/f0JH9cYbb7Bnzx5efPHFgBA6gCFcFfqETknTNMp1qkzFmFvvdVlNH4gamxCwvL1h7W+4/T5QuubPpGHZD5jmvqO7Te3WE+ctD4FRvL90ZUZZ4sxUK2emWil3q8zNc/LxDgfLi0JfjWVZoYdlhR7uWlHOmSlWLu9vY3JPM5K4oSQIgtBilV5Nd/njVp34YzLjHzYWw+8/12uW9+cj7duF1rN3o6dQdm4NaFOT08FsDVs3j2ZaUgqeqVdgnvNGwDbTF2/jG3M8RCe06BpSwR5MX76tu80z9Qq0DvoAd3i8iTdPjOMflT5e3FjFB9sdARPpPLKRvwy4jp/WPRxw/BmlWVxStJSPEydQ4dGYm+dkbp6TcYkmZg6L5JRerTuGMX79Mcqe3IB2zWjCfdXMDhP+FwRBOBqV6cy8ViSIauFzBDUxOXAlkwOF4PWA0aRfET2ue4uuKXQcVoPE6SkWTk+xoGkaG0q9taH0PS5WF3t1x/JNUexS+Wmfm5/2/bEqTLJdYXyiiXGJZsYlmRgQbRD3YARBCMnEiROZOHFik44ZNWoUb7/9dut0SGh1F31fyvbK1i8eNjrByN+HRTb5OC0mHn/PNJR9efXalS1rQNN0PyNLQSqiq4m9mnx9QRD0SYetCPTgmChWFXv4PNfJl3lO9jtCrGgFFDhVXt1Sw6tbauhlUzgvvTaUPjrBKMavgtDBtGuaJj4+HgCHw9HovhkZGaxcubIuTHm4nJycun0a8/1eX71BkkGC9CgD/aIN9I+u/drDpvD7gcCB1PhEE72ibY1eozFSjP5SeSavC8liAUDJ2YjkD+yDljkKy8F9hM7HZDKJf792dGKqhV97RfDchiqeXl8VtFpnlVfjkfUOXtzi5PpBEfwl006CpfMvXSh+/oS24vF4+OCDDygoKCAyMpJRo0YxZsyYgP0+//xzJEli6tSpbN++ncWLF+NyuejXrx+nnHKKmDjRxdX4NN1qCq1ZuRNZxjdqIqYjlriXqitRsjcErapwNJO3b8T8+hO62zSbHefMxyAypm07JXRoMWa5rqJXbqWP2TkOPs5xkFcVWqUDt5+6MNdx3U08dEwUx3Zvo+qigiAIRym9yX0Asa05rqJ2tZkjg+gAhlVL8E69vOGDq8qRi/cFNKt9Boare12C96xLMKxYHBBalrwezG8/g/OWfzf/5JqG+Z1nAiquA/iT0/GedUnzz91G+kQZeHZ8LHePiOLjHQ5+LXCzsshDpbf2g8ivMQN5rcdkbti/OODYZ3a8z/dxwyg1/vGQfFmhh4sWljA41sDtwyI5L82KIcxLB0sF+Zi+eld3m+e8K9ESk8N6PUEQBKG+UlfguCrWLLc4AKFXfVPSVKTi/Wg9UpFKiwKPiRdB9KPR4VUk7xwRRZHTz/d7aiul/7jXTXWYys/uqfHzyU4nn+x0AhBnljku0cS4RBPjE80MizdiDPM4RhAEQRAOiTFJDIo1MjDGwKAYIyMSjBzTzdTsMZU/c2RAEF2uKEPem1db1OAIsk4QXY1NAEvL82CCIASSJYlju5s5truZR4+NZnmhhy9ynXy5y0mRM/RQ+l6Hn5c2VfPSpmpSIxTOP1gpfXi8CKULQkfQrkH0VatWAZCamtrovhMmTGDlypUsXryYSy+9tN62RYsW1e3TVD4Ntlf42F7h4+tG9j2nd3gqLml2/Vl8kqO67vdHVj44xD9weFj6IAhdlVmRuHtEFBekW7ltaTm/FQSv1Fnh0XhqfRUvbazmiv42bh4SIZYrFIQQFBYWctNNN9VrGzVqFG+88Qbp6bUf9j0eD5s3byYhIYHXXnuNxx57DFX940NGWloaH3zwAYMHD27TvgsdR4VH/6FKq1buBPyjJ8ERQXQAZfUvXS6ILhXvx/L8P5B8geEiTZZx3fxgSNVMha4rPcrAPSOjuHtEJCuKPMzOcfB5rjPo/+8jLS/ycNqCA5ybZuFfo6PpEyXGYYIgCM1RHmQWdmuPq3zDj0NTDAGFFgyrf2k0iK7s3Kbb7u8zKGz96xIMRtxX34H1kZuRtPrvv4bNazAv/wGSmxfuN/z6LYbNawLaNUnCffUdYDA267ztIcmmcNuwSG4bFolf1dhc7mN5oZtlhR6eN17GOSVr6OEpr3dMd28l/8n5kOsG/jngfJvKfFz3cxmPrKnkliGRXNbXhsUQhodhmob5raf1w/8pGXjPuLjl1xAEQRAapFcRPTYMY6pg1Tflgj34o2KR3K6AbaIietfQ3arwp352/tTPjtuv8VuBm+/yXawr8bK5zEuVNzzB9FK3yte7XXy9u/ZnzW6QGNPNxPgkE8d1rw2mh+NnXRAEQehaIo0SA2MMDIwxMijWyKAYAwNjjSRZWz6R73D+zFHwwxcB7crmNUGC6HsC2tQejefWBEFoOVmSGJ9kZnySmcfHRvNboYcvch18leeiJEhBFT27q/08v7Ga5zdW0ydS4fx0K+el2xgSK1b6EYT20uqfGLOzs3UrnmdnZ/PAAw8AMG3atLr2iooKsrOzKSgoqLf/jBkzMBgMPP3001RUVNS1Z2VlMWfOHAYMGMC4ceNa55s46OzUMFUSttjQ9F706gXR1wVs1ixW1N79w9MHQeji+kUbmX9GAv+dGEOMqeFBiNOv8eqWGkZ+VsiNv5SxrTzwgZ8gCLVmzJjBl19+yfbt29m3bx9Llizh4osvZs2aNUydOpWqqioAysrK8Pv9lJaW8p///IcHH3yQ7du3s3nzZu6880527drFJZdcgssV+JBF6BqCVe5s1YrogH/AcDR7VEC7YfUvtUv4dRWOaizP3ItcVa672X3F7fgHB650IAh6JEniuEQzz46PZdvFPXjnpDjOTLEQah7ryzwXx35eyF3LyzngCq2yuiAcTebNm8d5551Heno6iYmJDBs2jGuvvZY9ewIfmOTl5XHLLbcwZMgQunfvTr9+/ZgyZQpz585t+44LHUZZ0HFVK9+Qt0XUPgg8gpKXjVRS2OChys7Nuu2qCKI3mdp3MN7J5+pus3/6GoaayiafU6osw/zRy7rbvCefh9q3804oVmSJoXFGrh8UwZsnxrF8Rga+y2/R3feqgiWcVLYp6LnyqvzMXFbOsM8KeC6riopgS/OFyLDkawx694zrwv9i0p4gNCbUcVVOTg5//etfGTVqFElJSQwaNIjzzjuPr79urJxRfUOHDiUmJkb319lnn617jNvt5oknnmDUqFEkJiYycOBAbr31VoqLi5v9fQvhozeuigtDODfYihZy4R5knWroAGp8om67cPQyKxKTe1l44rgYvju7G7tm9GDdtEQ+PDmO+0fWrsbSL9pAOAqZ1/g0ft7v5rG1VZz73QHSP9xP5uz9XPT9AR5YVcEnOQ42lXrx+LvQ/VJBEAQhKJtBYmSCkUv72nhoTBSfnhrPhosS2T2jBwundOfFibH8dXAEJ/Wy0MOmhD0k6h84Ak0KHJMpWwIn0ON2IevclxIrjAlC21NkieN7HHx+eEkSX5wWz+X9bE2+b72zys/TWdVM+rKIY78o4tG1lWwpE7kuQWhrrX53es6cOcyaNYvx48eTkpKCzWZjx44dLFy4EK/Xy8yZM+tVMp8/fz433XQTl156KS+//McDjb59+3LPPffwyCOPMHHiRKZOnUp1dTWff/45AM8//zyy3HrBpJEJRpLDVQlZlsFqrxc8B5BqDv7Z40beuTXgMH+/IeKBgiCEkSRJ/KmfndOTLdy/sqJuCcJgfBp8tMPBxzscnJ1qYeawSEZ1M7VRbwWhc7jnnnvq/XnYsGG8+uqrAMyePZt33nmHm2++ua76ud/v5/rrr+dvf/tb3TH3338/O3bs4IsvvuDLL7/k4otFVbeuqL0qd2Iw4Bs5DuOv39VrlkuLkXO3ofZpXsXITsXvw/LSgwHLGB7iOWM6vpPOads+CUcNi0Hi3DQr56ZZOeDyM2enk49zHKw90PANIZ8Gr22p4eMdDm4bFsmNmRFYw1FZVBA6ME3TuP3223n77bdJT0/nwgsvJCIigv379/Pbb7+Rn59PcvIfD0h+/PFHZsyYAcAZZ5xBWloa5eXlbNq0iZ9++onzzjuvnb4Tob0Fm+DXFhUNfaMnYdiwMqDdsPoXvKdN0zmilt59Mc1kQe0lVmNpDs9F12NY8yty2YF67XJNFb2+n4068KEmnc/0wX+RdALsalw3PNOub1FfOxpJkoiddBK+NYswrP0tYPur2W8wbMzjuJTg94eKnCoPrK7kmawqrh1o5y+ZESTalKb1o6IU88dBwv+nXoCaISZpCEJDmjKuWrVqFeeccw5er5czzzyTqVOnUlxczLx587jsssu45557Au5/NSQqKoobb7wxoF1vpWBVVbnssstYtGgRxxxzDFOnTiUnJ4d3332Xn3/+mR9++IGEhITm/0UILVaqM64Kx70qtXtPNEkKWMFELtyDmpSie4wW363F1xU6N1mSSIs0kBZp4KzUP1b1dvo0tpV72VjmZVOpl01lPjaVeptUYVLPPofKPoebhXvddW1GGfpHGxgca2RwnLHua7gr3QqCIAgdg1mB/tG1lc0HxRoZePBraoSC3J6v+/ZI1LR+KLn1V9hTtq4Dvw+UP3JWcuFe3VOoPfTHXIIgtA2DLHFSLwsn9bLwzPgYftrn5vNcJwt2O6kMcaVlgO0VPv6zror/rKtiUIyB89OtnJ9upV9051m9URA6q1ZPNU+aNIns7GyysrJYtmwZDoeD+Ph4Tj31VK677jomT54c8rnuuOMOUlNTefnll3nzzTcxGo2MGzeO++67jxEjRoR0DkMz7wdN7W1tfKcm0OyRSEcG0R21VWKVnM1IPp0lVgeOCGsfBEGo1c2q8NoJcfypv5v/rKvk1wJPg/trwPzdLubvdnFCDzMzh0VwfA+zuKkmCA24+uqrmT17NitWrODmm28mKuqPitNnnnlmwP5nnnkmX3zxBWvXrhVB9C4qWGAqurUrd1IbmDoyiA61gSnP0R5E1zRMH/wXw8bfdTf7Rk7Ac/Gf27hTwtEqwaLw58wI/pwZwbZyL7NzHHy43UGBM/iD0UqvxkOrK3ljSw33jYrkkgwbSjhKfQlCB/TKK6/w9ttvc9111/HEE0+gKPVDiz6fr+73+fn5XHnllfTo0YO5c+eSkpISdF+h6ykPcqO+1Sf4Af5RE9DeeSYgVNVgEF3TUHZuCWhW0/rXe3AoNIHVjvuK27E+f3/AprhNK6nYuArGTAzpVMr6FRiXL9Ld5r78NrDaWtLTjkmScF9+K8qWNUiu+kUM+jgLWehZwMXxF7LP0XC4q9Kr8eyGamZtrmZGXzvn9LYwpruJSGPj/xdNH7wYcC8ZQI3rjueCa5v2/QhCF9SUcdUTTzyB0+nkgw8+qFe1/O6772bChAk8//zz3H777ZjN5pCuHR0dzb333hvSvh9++CGLFi1i2rRp/O9//6u73/zmm28yc+ZMHnnkEZ577rmQziWEX7lbpdgZuEpXbDjuVZnMaPHdkQ7Ur84pFexBStGviK7FiYrogj6rQWJEgokRCX9MlNM0jfwaP8sKPSwrcLOs0MO2ipZ/TvSq1Abdy3xwWLGnOLPMqAQj4xLNjEs0MSrBhEUUFBAEQeiU/jzITqJdITPGSFqk0mHvx/sHjQoIokuOGuRdO+oVmZIK8nWPDzb5TxCEtmeUJU5NtnBqsgW3P4bFe118kevkm3wXVd7QQ+lbyn1sWVvFo2urGBJn5IJ0K+enWUmPEveYhY5n3rx5vPHGG6xfvx6Hw0FiYiLHHHMMDz74YL2iVJWVlTz++ON89dVXFBUVkZiYyHnnncfdd99NREREO34HbRBEnzhxIhMnhvYgA2DGjBl1Fbz0TJ8+nenTpze7P0vO7c6uKh/ZFT6yy2u/bq/wsq3CF3QGTZJV5tqB9mZfU49mC/yHP/QwQdmyTvcYEUQXhNZ1fA8zx/foxu9FHp7JquKbfFejx/y8383P+92MTjByQ2YEpydb2uRhviB0NvHx8QA4HA4A7HY7PXv2ZN++fURHRwfsf6jN5Wr8/6FwdApaEd3UBoGpIcegmSxInvo/f4bVv+C56Oiq8FiPpmH89hNMi+bqbvanZuD6y/0gN616oyCEYkCMkX+OjuaO4ZG8vKmG5zZUNXgzaa/Dz02/ljNrUzUPHRPNyb0sbdhbQWh9TqeTJ554grS0NB5//PGAsBSA4bAV05555hkqKyt57733AkLoR+4rdD1lQSb4tcW4SouOQ+07GGX7xnrt8rYNUFkOUTEBx0jF+5GqA6tt+4/2CYGtzD9qAr4xx2NYtSRgW8R7z6KuC6z2rUfZEGTC4jEn4B81QXfb0UCL745n2vWY338hYNtxv3/Ohn+dwUfeHjy/oZrtjYS63H54c1sNb26rQZFgaJyR4xJNjEs0M7a7iaQjqqUr65ZhXPGj/rmuvP3oDP8LQhg1dVyVl5eHJEmceuqp9fZJTU0lMzOTFStWUFNTE3IQvSneffddAP75z3/WK3py9dVX88ILL/Dpp5/y2GOPYbWGt3CSEJpH1lTiCsyh06OJq1wEoyYmIx8RRJcL9yCXFOrvH989LNcVugZJkkiNMJAaYeDijNqxQ4nrYDC90MOyQjfrS7z4Q8/1NKjUrfLDXjc/HKyeblZgVIKJcQfHPMd2NxHdBp9HBEEQhJa7LrN9Q22h8meOgq8/CmhXNq+uF0SXRRBdEDoVsyJxZqqVM1OtOH0aP+x1MfdgKN3hC33wurHUy8ZSLw+trmREfG0o/dw0K70jxbMToX01ZRW/mpoazj77bDZs2MDkyZOZNm0aWVlZvPjii/z22298/fXXWCzt98y8y/1vMsoSfaON9I02ctZhKx9qmkaRU60NqFd4yS73UeD009OmcOvQSKLC/GFYL4jOoSD6tnWB+5ssqGkDwtoHQRD0HdPdxEenxLO5zMvzG6r4bKez0Ztvqw94+fOSMgwSTOphZkpvC2elWsN2E1oQOrtVq1YB9ZcdnjRpErNnz2bbtm0BK5ts27YtYH+ha2nPyp2YzPiHHRsQ0pH370batwutZ+/W70MbkspLMPz2HcafFwRfkjAmHtdtj4FFhFyE1mUzyPx9eCRXDrDxxLoq3tpaQ0P3kTaV+bjw+xJO6mnmwTFRDIs3Bd9Z6FJUTWNPjR9PuJ6iN8IgSyTbFQxhqgi0ePFiysvLmTFjBn6/n6+//pqcnByio6M58cQT6dOnT92+mqYxd+5c4uLiOOGEE1i3bh2//vormqYxdOhQjj/+eGRZPODvytpzgh+Ab8zxAUF0SVMxrP0N3wlnB+yvVw0dwJ+R2Sr960rcl9+Ksnk1kqOmXrtSXoLyyzfNPq9ms+P+0y0t7V6H5z35XAzLfkDJ2VyvXVJVIt5+ij/98yUuzbCxYLeLZzdUsfZA4IqXR/JrsK7Ey7oSL69srv13SY9UOO5g9dDx0X6Gvfucfn/GnoR/xLgWf1+CcLRryrgKYNCgQWzfvp2FCxfWq4ien5/P5s2bGTJkCHFxcSFf3+Px8MEHH1BQUEBkZCSjRo1izJgxAfu5XC5WrVpFv379Au6HSZLESSedxFtvvcXatWsZP358E/8WhJZaX+LhzW01utvOSAnPQ141KQU2ra7XJpcWI+8PDEtpFivoPWcUhCaItyhM6W1lysFVwau9KquKPSw9WDV9VbEXZ5g+U7v91IXeoRpZgiGxxtrxTlLtuKe7VTxPEwRBEJrP338ImmJA8tefHK5sXot3yh/FUHXHVooBLUGsNiMIHZ3VIHFObyvn9Lbi8Kl8n+/m81wH3+9x6U4aDubQvbh/rqpkTDcj56fbOLe3heSILhejFTqApqzi9/zzz7NhwwZuu+02Hnjggbr2Bx54gOeee45Zs2Yxc+bMtup6APE/6CBJkki0KSTaFCb1CH8liwDBKqJ73MhHPMwA8PcbAqKCmSC0qcxYI68eH8d9I338d2M1722vaXTw4tPgx31uftzn5u/LKhjTzciUVCtn97bQL9rYNh0XhHaSnZ1NcnIyNpstoP3QIGjatGl17ddccw2zZ8/mueee4/TTTycmJgaAwsJCXnnlFWRZZurUqW3VfaGDKW/Hyp0AvtGTdKtFGlb/gvdoCKKrfpQNqzD+PB9l3VIkf/A3OM1kxnXbv9FEpS2hDSVYFJ48LoY/D7Lz0OpKvtrV8AoZP+5z89NXxZzU08wlfW2cnWrBbhTB265G0zTWl3j5aIeDOblODrj030tai1mBgTFGhsQZGRJ78GuckdhmTKJat24dAIqiMGHCBHbs2FG3TZZl/vrXv/LII48AsGvXLsrKyhg5ciS33XYbb7/9dr1zDRs2jI8++ohevXo1+3sTOje9cZVVkbAY2mYpZd/oSZg/mhXQblj9i24QXc7RD6KroiJ6i2kx8bin/xnL28+E9bzu6X9Bi4kP6zk7JFnBffUdWP91fcD4WcndivGHuXDahUxNs3JObwtL9rt5dkM1P+1zN+kyuVV+cqscfLTDwdM73mOETiVczRaB57KbW/LdCEKX0ZRxFcA//vEPVqxYwZVXXsmZZ55J3759KS4uZt68eaSlpfHWW2816fqFhYXcdNNN9dpGjRrFG2+8QXp6el1bbm4uqqoGBOMPOdSek5MjguhtTNU07lxWgaqTxz09xcLYxPA8U9QS9cfryrb1gfvGdQepbcZyQtcRYZQ5saeFE3vWTq7w+DU2HKwcubHMy6ZSL5vKvFQEKSDSFKoGWaVeskq9vLqldpJHRpTCsd3NBz9TG8iMNdJNhNMFQRCEUJmttavyHTF2UrZvAK8HjLVFbPQqomuJvUAReSxB6ExsBpnz0q2cl26l2qvybb6LL3Kd/LDXhbsJofRVxV5WFVdw/8oKjutu4rx0K2f2EM8XhbbRlFX8NE3jvffeIyIigjvvvLPePnfeeSevv/467777rgiid0WaPTKgTaqpQt65BckbWC3HP3B4W3RLEAQdvSMNPDkuhjtHRPLK5mpe31JDpTe0G221gxYvD6yuZEC0gbN7W5iSamVkgrHe8qqCcDSYM2cOs2bNYvz48aSkpGCz2dixYwcLFy7E6/Uyc+ZMJkz4Y6n2sWPHctNNN/HSSy8xceJEzjjjDLxeL19//TXFxcX885//pG/fvu34HQntqUKncqcERJnaKDA1/Dg0RQkImBhW/4L3nD+1SR9ag1RSiHHJ1xiWfINcWhTSMa4/34+aLoJfQvvoG23k3cnxrCh083+/V7Ky2BN0Xw1YvM/N4n1uIgwS56RZuSTDxqQeJmQx7jqq7an28elOJ7NzHGwt9zV+QCtx+2F9iZf1JfU/0/eyKQyJM9QF00cmGEmLbHiS6oEDBwB46aWXGD58OIsXL6Z///5kZWVx22238d///pf09HSuvfZaiouLAcjKymL79u289NJLnH322VRUVPDMM8/wzjvvcOWVV/LDDz+0zjcudHh6FdFjzG33uqh164E/NQNld069dmXTanA6wFp/Iquyc2vAOdSoWLR4UZkqHHwnTMG/dCFK9oawnM/ff5juhIKjlZrSB+9Zl2Ka937ANtNn/8M3eiJafCKSJHFCTwsn9LSw9oCHZ7OqmLfLRVNiW2Mqc7h5z3e6254c/CdKdxoZl+jimG6msK/mKQhHk6aMqwD69+/PwoULueqqq5g3b17deeLi4pgxY0a98HhjZsyYwbhx48jMzMRut7Njxw5eeuklZs+ezdSpU1m6dCmRkbXPiiorKwGIjo7WPVdUVFS9/YS28+EOh+5nUbMCT4zV//dqDjUxWbddqqkK3FcUCxDagEmRGN3NxOhuf6w+p2ka+xxqXSh908GA+vYKX4Mr2oUip9JPTqWjXlt3q8zgWGPtrzgjmbEGBkQb22xSrSAIgtC5+DJHBQTRpYPFQNWBI0DTdIPoapL+OEwQhM4hwigzrY+NaX1sVHpUvt7t4os8J4v3uvA2oV7R8iIPy4s83AuMjDJzkcvFtL5icqTQepqyil9OTg779+/n5JNPxm631zuP3W5n7NixLFq0iD179pCc3D7vayKI3k40vYrobheGI5bdO8Q/cEQr90gQhMZ0tyr8c3Q0tw6N5M2tNczaVE1xE6osbqvwsS2rmmeyqulpkzk71cqU3hbGJ5kxyuKmmdD5TZo0iezsbLKysli2bBkOh4P4+HhOPfVUrrvuOiZPnhxwzL///W8yMzN5/fXX+fDDD5EkiWHDhvHMM89wzjnntMN3IXQUeoGpKJPUdmFSeyT+zFEYNvxer1nJ3YZUUti5glA+H8q6ZbXVzzesRNJCfyrkvuh6/GOOb8XOCUJoxiaa+e7sBObtcvHg6gpyKhsuZ1Dt0/hoR20l0WS7wvQMKxdn2BgQI1aoOVpUeVXm5TmZneNkyX53k4J9bW2vw89eh5/v9tRWxO0XZeD3Cxt+H1HV2vdBk8nEBx98QI8ePQAYP348b7/9NhMnTuS///0v1157bd2+fr+f++67jxkzapeajYmJ4fnnn2fTpk2sWrWKZcuWMW7cuNb6NoUOrEynInpbrTJziG/08QFBdMnnxZC1HN/Ywz4n+HzIu7IDjlf7DBRVP8NFlnFdfQe2B/+C5HK26FSaxYbr6r+D3LVC0J6pl2NY+RNy4Z567ZLbhfmdZ3Hd/li9n9eRCSbenRzP9govL2yo5otcJ9WNJLUMqo9Xt72OovMO93P0IO6zTYT1tcFEWYIhsUaOSzQxLtHEcYlmetjEAzJBOKQp4yqA1atXM2PGDDIzM/npp5/o378/RUVFvPbaa9xzzz0sX748YAWaYO655556fx42bBivvvoqALNnz+add97h5pvF6gYdWblb5YFV+uH/24ZGkhYZvsesalJKyPtqcSKILrQPSZLoZVfoZVc4LcVS1+72a2RX+Nh0sIL66gMeVhd70LnF2yRFTpUiZ+0qxIcoEvSLNtQLpw+ONZJsV0QBKEEQhC7OnzkSvghcwciweQ2egSOQqsqRHNUB29Wk1LboniAIbSDKJHNJXxuX9LVR7laZv9vJ3FwnP+1zhzxxUgPWVCqsWVXD/atrmJRk5oL02nxXvEXccxPCpymr+OXk1D5faWglvUWLFpGTkyOC6F2NXhAdQFnzW+C+JrNYflgQOpBok8ztwyL5S2YEH+6o4dXNNWRXNK3y4j6Hyv+21vC/rTXEmCROT7EwpbeVyT3N2I1d6wGucPSYOHEiEydObPJxM2bMqAtMCcIhFTqBqeg2D0xNCgiiAxhW/4r3tAvbtC/NIRXvx/jjVxh+/Ra5oqxJx6qRMXgu+Qu+Cae3Uu8EoekkSWJqmpUzUy28va2GJ9ZVcSCESYF7avw8c3Ay4MgEI5dk2Liwj5UEcbOo0/GrGj/vd/NxjoP5u1w4WlpurQM7VPFyxIgRdWGpQzIzM0lLS2Pnzp2Ul5fX7Qtw1llnBZzrjDPOYNWqVaxdu1YE0buock/g/5UYc9uOq/yjJ+k+CFRW/1IviC7vzUXyBlYc9fcZ1Kr962q0nr1x3v0shk9eQ87bhkwTc/6Sgj+tP56LrkPr2bu1utlxmcy4r/471sdvD9hkWL8cw8qf8I09KWBbv2gjL06M5ZnxMWws9bKs0MPyQjfLCj0BhQ5u3/MNw2t2B5zDJRn5y4Br6/2DqRpklXrJKvXy2pYaAHpHKIxLNDEu0cxxiSb6RxtEMEvospoyrrLb7VxzzTXIssz777+PzVa7akdaWhqPPvoou3btYu7cuSxfvpzjjjuu2X26+uqrmT17NitWrKgLoh/qZ0VFhe4xhyqhHz72E1rfv9dW6n7u7B2hcNvQwJWPW0JLSEKTZSS18c+5amcqkCB0CWZFYmickaFxfxQAcPk01hzwsKzQw7JCNyuKPFSFuNpwQ/wabC33sbXcx5zcPyZWRpkkBscaGXJYQH1QrJFI8cxNEAShy1D7DEIzW5DcrnrtyuY1cME1SDrV0EFURBeEo1WMWeZP/ez8qZ+dUpefebtqK6Uv2e9GDXFYqmrw8343P+93M3MZnNjTzPnpVqakWtv8Hrtw9GnKKn6dYSU9EURvL8GC6Ht2BrT5+w4Gg6jcJwgdjdUgce3ACK4dGEF2uZf5u13M3+VkzQFvk85T7tGYnVNbzdGqSJzUy8zZqRbOTLEQJwJSgiB0UbqBqTYOovtHTkB759mACuLK6l86fBDd8Nv3mN9+GsnjbnzngzRJwj94DN4Tz8Y/coIYfwodllGWuH5QBBdn2HhhQzUvbarG6Q/tjtHaA17WHqjg/pUVnJJs4dK+Nk5PtoglnTswr6qxqdTL57lOPt3pYL+jheXUOol+/foBwW8oHWp3uVykp6ejKAp+v193/8P3Fbqm8g5QEV1NTkft3hO5aF+9dsP6Fbi9HjCaAJB3btE/XgTRw07tM5DK2x4lPz+flJQULBZL4wcJdfyDRuI9/iyMS74O2Gb64AV8Q8aAXT+gaJQlRiaYGJlg4q+DI9A0jZ2VfpYVuVle6GFfzm7+mTdH99h/p53HdlsP3W2H21XtZ1e1k49zasNZcWaZsd1NdeH04fFGTIoY/whdQ1PGVXv37mXXrl2cc845dSH0w02aNIkFCxaQlZXVoiB6fHw8AA6Ho64tLS0NWZbZuTPwGRFQ156RkdHs6wpNk1Xi4Y2tNbrbHhsbjTXcnyMNBrRuPZAK9za6qxbXLbzXFoRWYDFIjE8yMz7JDETiVzU2HJyMtyzIZLyWqPRoB89df2JrWqRSVz19cKyRwbEG0iMNKGKlYkEQhKOPwYi//zAMG1bWa5Z3bgGXA3l/kCB6j9BXphEEoXOKsyhcOcDOlQPsFDtrQ+mf5zr4rcAT8oq7fg0W7XWzaK+b2+VyJvc0c366jbNSLUS18f124ejQ1FX8OjoRRG8nwSqi6/EPHNF6HREEISz6xxiZGWNk5rBI9tb4+Xq3kwW7Xfy6P/TlXQCcfo2vd7v4ercLRYJxiSam9LZydqqFlAjxki0IQtehG5hq41nFWkw8at/BKNs31mtXtmVBVTlExrRpf0KlrF+O+X+PI2mhPchRYxPwHX8W3klnonVrPNQiCB1FlEnmH6OjuH6QnY9zHHy0w8HW8tBWqfFp8G2+i2/zXUSbJM5Ps3JJXxtju5tEtdB2VOrys6HUx6ay2qW8N5Z62VrubdZS3hEGiXPTrYxKMCLR+v+mJS4/m8p8bCz1klPpC/nGZTCTJk0CIDs7O2Cb1+tl586d2O12EhISMBgMHHvssSxbtoytW7cGVD3ftm0bAKmpYonZrqojjKuQJHxjjsf09cf1m10OlM1r8A+vDfMpOfpBdH/6gFbvoiA0lfviv6CsW4ZcWX/1IbmiDPPsV3Bfc2dI55EkiYxoAxnRBv7U14blt4cxqIFFDjbYk3kqZUqz+lrqVvkm38U3+bWTkiwKjO5mYlz32orpx3Q3tfkKVILQVpoyriooKAD+qEh1pEPtZrO5RX1atWoVUH98ZrVaGT16NL///ju7d++ut03TNH788UfsdjsjR45s0bWF0Kiaxp3LK3Sr5J2ebObMlNaZwKUmJiOHEkQXFdGFTkiRJUYkmBiRYOLGg5Pxcip9LD0YHv+9yBOWz9NHyqvyk1flZ8HuPyZnWxWJ9EiFlAiF5AgDKXaF5Ajl4FcDSVZZBNUFQRA6KX/mqIAguuT3o2zbgFywR/cYLUkE0QWhK+lmVbhmoJ1rBtopcPj5Ms/J3DxnwITGhnhV+G6Pm+/2uDErcHIvCxekWzkjxUKEWJGnQ/OqGntr/Phbse6VQYbekY1n/JqzOnJHXklPpBrbiWZvQhB9wPBW7IkgCOHWy65w/aAIrh8UQblb5dt8Fwt2O1m0142jCal0vwa/Fnj4tcDDPSsqGB5vZEqqhTNSrQyKMWAQN8EEQTiKleukDmNMbf+65xs9KSCILmkqhrVL8R1/Vpv3pzFy/k4ssx5qNISuyTL+EePwnnA2/qHHgiI+FgidV6JN4dahkdwyJIL1JV4+znHw2U6n7vLpeio8Gm9nO3g720F6pMLFGTYuzrCRHiX+X7QWv1r7sHljqZeNh4XO97Ww2rksweSeZi7OsHF2bws2Q/vc7Kvxqmwp99V9XxtLvWwq8zZpCfL09HQmT57M4sWLeffdd7niiivqtj377LNUVFQwffp0DIban9Nrr72WZcuW8fjjj/PJJ5/UhaOys7P58MMPiYyM5JRTTgnvNyp0Cl5Vo1rnc2h7jauODKIDGFYtqQui61VEVxOTIaL9bp4KQlARUXj+9Dcssx4K2GT8eQHe8aeiNrHAiOG37zBsXhPQrkkSlVfcwR2WWJYXelhZ5KGmKZUPjuDyw28FHn4rqH3AJgGD44yM627iuEQTxyWa6WUXq/QJR4emjKsGDRpEVFQUK1asYPHixUyePLlu3z179vD2228jSRITJkyoa/d6veTm5mI0GklPT69rz87OJjk5OaCyenZ2Ng888AAA06ZNq7ftyiuv5Pfff+ehhx7if//7X90k2bfeeou8vDyuuuoqrFZr2P5uhOA+3uFgRVFgCMGswONjY1ptArOalAxZKxrfL657q1xfENqSJEn0jTbSN9rIFf3tADh8KtsOfp7eVOZl88EJ36U6k2tbwunX2FzuY3O5DwhcUdIgQU97bVD9UDg9NUIh+WBbL7vSbvccBEEQhIb5M0fptiubVyMXBU7402wRaB208JQgCK0vyabw58wI/pwZwd6a2lD6nJwaVpeEVvgKwO2nruCoRYHTki1ckG7jtBSzGDO2I7+qkVvlY0u5j61l3rqv2yt9eFt58eV+UQZ+v7DxCeRNWcXv0Ap5HXklPfFkvZ2EWhFdM5pQ+wxs5d4IgtBaYswyl/S1cUlfGw6fyk/73Mzf5eKbfCdl7qY9MFxf4mV9iZd/r63CKEOfSAP9og0MiDHQL9pI/2gD/WIMRIrZdYIgHAV0g+htXbmT2sCU+eOXA9oNq3/pcEF0qaIUy3P3IrkcQfdRu/XAe8LZ+CaegRab0Ia9E4TWJ0l/VNZ6+JhoFu918/EOB1/nO3H7QztHbpWfx9dV8fi6Ko7rbuKSvjbOS7O2y+vP0SavysfHOxws3ONic5kPpz98Nc4Gxxq4pK+Ni/rYSLK1f2jObpQZ083EmG6mujZV09hd7WdDqZd9NaH9QD799NOcdtpp3HLLLSxYsIB+/fqRlZXFkiVLSElJ4eGHH67b98ILL2TevHl8+eWXTJw4kcmTJ1NZWcm8efNwuVy88sorxMTEhPtbFTqBQof+z1tsO7yuqX0GocbEI5eX1GtX1i4F1Q9uN/K+XQHH+cV9MaED8x17Er7fvsewfnnANstbT+N4+HUwhVY5Waosw/zhLN1t3pPPY/hxIzhUrsSnamws9bKs0MPyIjfLCz0UOpv/BEWDuslT/9taA0BqhMJxiX9UTR8QY0AWK8cInVSo4yqz2cxDDz3EbbfdxrRp0zj99NPp378/hYWFzJ8/n+rqam6++Wb69u1bd+59+/Zx7LHHkpKSwoYNG+ra58yZw6xZsxg/fjwpKSnYbDZ27NjBwoUL8Xq9zJw5s16gHeCyyy7jiy++4LPPPmPXrl1MmDCBnTt3Mm/ePHr37s0//vGPtvkL6+LK3Sr/WlWpu+2WIZGtOmlZS0wObb+4bq3WB0FoTzaDzMgEEyMT/vg8rWkahU6VTWVeNh0MqG8q87Gt3NtqARKfBrur/eyuDv75PcEi1wXTa78aSLYrpEbUtsWZZbHqniAIzbJv3z7mzp3LwoUL2b59O4WFhcTGxjJ27FhuvfVWxowZE9J5fvnlF84555yg21966SVmzJgRrm53GGpqXzR7JFJNVb12ZfMaJF/g6mNqUgqI12tBEKgtOvrXwRFck2Fg5fY9/O6LZ/4eL2sPBL52BOPyw1e7XHy1y4XdIHFGioXz0q2c2suCxSBea1rDoedvW8q8bC33seVg6Hx7hRdXiM+H20tTVvFLTEykR48erFixgpqaGux2e92+NTU1rFixgt69e5OcHNp9hdYggujtJcQguj8jM+SHFYIgdGw2g8xZqVbOSrXiU2NYVuhh/i4nC3a72BNiGOUQrwrbKnxsq/Axf3f9bT1tcl0wvX+MgTSrhs0tkayFe0FDQRCE1uHyabqh0Zh2WCpe694Tf0oGSn5OvXZl0ypwOsBqC3JkG/O4sTx/P/KBQt3NvtGT8J58Hv5BI0EWgVrh6GeUJU5PsXB6ioVyt8qXeU4+znE0aVm95UUelhd5uHtFOWekWLgkw8Ypya2z/PrRqtytMjfPyewm/t2HItEqc1EfGxf3tTE0zhjWc7cGWZJIizSQFsJSfIekp6fz448/8uijj7Jo0SIWL15MYmIi119/PXfddRfduv0RPpEkiTfeeINjjz2W999/n7fffhuz2cyxxx7LzJkzmThxYmt8W0IHVuz08+rmGv63tVp3e3uMq5Bl/CMnIP/4Vf3mqnLk7I1Imoqk87lVzchsqx4KQtNJEu4rb0e590okt6veJrkgH9O89/FceG1IpzJ9+BJSTWDwUY1NwDPtunptBvmPCXg3Do5A0zTyqvwsK3TXjmEKPWRXhF65SU9t+MrJJzlOAGLNEmO7mxmXaOK47rXXNiviAZrQOTRlXHXVVVfRu3dvXnnlFVauXMn333+P3W5n2LBhXHXVVUyfPj2ka06aNIns7GyysrJYtmwZDoeD+Ph4Tj31VK677rp61dYPkWWZDz/8kGeffZbZs2cza9YsYmNjufzyy/nHP/5BQoKYUN4WHl1bSbHOClupEQq3Dwt9tePmUEMIoquRMeK5odClSJJEkk0hyaZwcq8/7st4VY3sch+by7xsLjsYUC/1sTfIZNxwO+BSOeBSWVeiH0yyGSSS7bXV02NMMlEmiSiTTLRJJsp46Pe1X6MOtkWbZCKNEopYEVkQurTXXnuN5557jvT0dE466SQSEhLIyclhwYIFLFiwgNdff50LLrgg5PNNmDBB997g0KFDw9ntjkOW8Q8aiWHVknrNyu4daEpgERM1KaWteiYIQifSw6JxU4qVv4+MJbfSxxd5Tr7IdbKhNPRQeo1PY06ukzm5TiKNEmemWjg/zcrkXhZxT62F9lT7+HKXi/m7nKwv8eJowcqR7ampqyNffvnl/Oc//+HJJ5+sW20P4Mknn6S6upqZM2e29bdQj1ReXt45/yU6Oam0GPvtFzW6n+e8K/Gcf3Ub9EhoTS6Xi/z8fFJSUrBYRHhFqE/TNNaXeFmw28WCXc6DSwGGX4RBon/MoSrqRvpFG+gfbaBPlAGjuKklCEIHUuDwM3B2QUD7P0dHMXNYZJv3x/jF25jnvh3Q7vrrv/CNPanN+xNAVTG/8jDGFT/qbvZOOhP3tXcdNRUdxLhKaIm8Kh+zcxx8vMNBblXTH0wmWGTOSzUxyVrOaYN6YrVaW6GXnZtX1Vi018XHO5x804Rq9KGwKhJn966dFHBiTzMGMYYVhAC7qnz8d2M1722vabDax/+Oj+WijLafUKdsXIX1yTsC2j2nXYgWk4D5k1cDtjn+OUuE0VuJGFeFj/H7zzB/8N+Adk1RcD70P9TkPg0er2xYifWpu3S3OW/9N/5RE3S3NeSAy8/ywtpQ+vIiN+sOeAnnMxmzAqMSTIxLNDEu0cwx3UxNXkVG/AwKgtDRbCj1csJXRag6r5cfTI7j7N6t+xlQKt6P/Y5LG9zHn9Yf54OvtWo/hOYR72sdQ5m7tnr65rrq6V42l/k6VTgl0igRZTw8qB4YYo8ySQf/XPt7s+al5kABA3v3Ij7CIqqxtzKfqlHl1ajwqFR6VCq9GhXu2q+VHvVgu0al97Dfe1QqDrZ5wrhSYLj0iVRYPDWxvbshAF999RVxcXEB4fGlS5dy7rnnYrfb2bZtG2ZzwxPTDlVEv/vuu7n33ntbs8sdjmHRXCzvPhfSvu4LrsF77hWN7yi0KTGuEtpTQz9/2yu8fJFbG0rf0sxsV5RJYkqqlfPTrZzY0yzyWiEqcPiZm+dkbq6T5UXhLX4Vbv2iDPx+YWjjqtzcXE477TSKi4s5/fTTA1bx++GHH0hMrD1XTU0Np59+Ohs3bmTy5MkMHz6c9evXs3jxYkaNGsWCBQva9dm1qIjeTjR7iBXRB45o3Y4IgtDuJOmPKlb3j4piZ6WPBbuczN/tYmWRh3Ddiqj2aaw54GXNAS/grGs3SJAeZagLptdWUq8Nqke3R5U8QRC6vHKP/pqq0ab2+RDmHz0JdILoyupfOkQQ3TT37aAhdP+A4bivmnnUhNAFoaXSIg3cPSKKu4ZHsrLIw+wcJ3NyHVR4QhtxHXCpvJ7t4nUs9Mut4LJ+Pi7qYyU5omt/tD40sfKjHQ7m5Do5oFM9sKkkICPKwJA4I4NjDQyNNzI+0UyUGJ8Kgq7NZV6e21DFnJ1OQnmePT6pfapo+geOQLNFIDnqV2o3rP4VNa1/wP6aYkBNyWir7glCs3lPOR/D0h9QcrfWa5f8fsxvPoXzHy+CHFh5DQC3E/Pbz+hu8o05vlkhdIAEi8KU3lamHAxNOnwqq4u9tVXTCz2sLPJQ3YJAltsPywo9B1c9qf0/3ZznZvFGC2N3VTGhh49xiSaGxBnFZDNBENqFpmnctbxcN4R+ai8zZ6W2fgBGi++OZjAi+YJX2dPiurd6PwShM4s1y0xMMjPxsM88qqaxq8rPxjIvm0q9bK/wkV/tZ0+Nj/0ONWzP4cKlyqtR5fWz19HUI63weymyxGGB9T+qrdcF2g8LuUcaJeRm3Du2GDgYgm/5udqaqmlU14XIa4PhlZ76ofJ6YfJDQfND2z1ai8bRHVVV6AVehVY2depU3fbx48czadIkFi9ezObNmxk5cmQb96zz8A8K/e9G7ZHaij0RBOFo0y/ayF0jjNw1IootZd66Sunbm7AyYaVH48MdDj7c4SDWXBtKvyDdyqQeogDTkYqdfr7a5eTzXCdLC8KXn+tImrKKn91uZ8GCBTz++OPMmzePX375hcTERG6++Wbuvvvudi+g1rWflrcnkwVNUZD8wctTaQYjflHxSRC6nD5RBv42NJK/DY2k0OHnm/za5UR+3u/G2/JMTwCfBtsrfGyv8PH1Edt6RyickWJhSm8r4xJNYtAjCEKbKHfrv9jFtFP4UE3pg9qtJ3LxvnrthvXLcXs9YDS1S78ADEsXYvryXd1tamIvnLc8BAZjG/dKEDo+SZIYm2hmbKKZx8ZG822+i9k5Dr7Pd4VcKXR7pZ8HV1fy0OpKJvUwc0mGlXPSrEQau05Qek+1j093Opmd42BrC1b1iTJKDI4zMiTWWPs1zsigGAP2LvR3KQjNtaLQzbMbqvk23xXyMXeNiKSXPUggtrUZDPhGjMO4dGG9ZrmkEKmyNGB3NTUDTO0TmheEJpEV3NfcgfVfNyCp9T/PKDmbMS7+Cu8p5+seavr8LeQDgStCaTY77stvDVsXbQaZST3MTOpR+3/Kp2psKvOy/GCYfHmhmwJny2486YU3G1PskZmf72F+fm0lI7tB4pjutZXWj+tuZkw3oxgTCILQJmbnOA9OrqnPJMMTx8W0TXVhWUHr3hNp366gu6jxolqtIDSVLEmkRxlIjzJwzhErG3j8Gvsc/oPBdD/51b7Dfl8bVm9otamOSNWg3KNR7vEDbdd5iYPV3OtVbD8UgpexGSTa4imjBjh9GhXegxXID69a7lGp8mhHZYhJ6BqMxtrnPYoS+n2dnTt3MmvWLFwuFz179uT444+nZ8+erdXFDkHrkYoak4BcfqDxfZOS26BHgiAcjQbFGhkUa+TeEZFsLPMxN9fB57nOJq3IXObWeG+7g/e2O4g3y0xNs3B+uo0JiSaULprPKnH5mbfLxRe5Tn4pcDfrfqMeswL9o2ufPw6IMRJjbr2/3+gmxkeSk5OZNWtWaOeOjuaxxx7jsccea0bPWpcIorcXSQJbBFRVBN1FzcgUD9sEoYtLtClcNcDOVQPsVHpUftnvZmu5j+yK2ooN2eW+Vp11v6vaz6tbanh1Sw1xZvlgKN3CST0tWA1dc9AjCEJ9py8oatKHqVC4g5TxbOoy72EjSfjGTML0zez6zS4HyuY1+Icf1y7dkrM3YH7jP7rbNFsEztsfg4joNu6VIHQ+ZkXi3DQr56ZZKXH5mXMwWL36QGhlgDRgyX43S/a7uWN5BVN6W7g0w8bxPcxH5U2iaq/KvF0uPt7hYMl+d5Mf3BkkmNzLzOhuJgbH1obOe0coYsloQWgCTdP4Ya+bZ7KqdMNSwUxKMvH34ZGc2LN9l7P1jT4+IIgOIHkDX3f9fQa1RZcEISzU1L54z7wE04IPA7aZPv0fvlETAqrYyrnbMH73me753NP/ghYT3yp9BTDIEsPjTQyPN/HnzNrXll3VfpYWuFlR5GF5oYdtTajmFC41Po2f9rn5aZ8bqEKRYHi8keMSTYxLNHNcdxPdrO00mUYQhKNWhUfln6v0n9fdMjSSPlFt9zhVTUpGbiCIrsV1C7pNEISmMykSaZEG0iL1/59rmsYBl0p+tZ/8mj/C6nsO/jm/2k9pkMIqXY0GtdXEvX6oae/eCMLRJz8/n59++omkpCQGDx4c8nGffvopn376ad2fDQYDN9xwAw8//HBIgXaXK/TiBx2JYcAwLCsWN7qfIyYBOun3eDTzeDz1vgpCW2rOz18/G9w52MwdmSayyvx8tdvNl7s97KkJfZxY4lZ5a5uD/2fvvsOjqrY2gL/T0zMhCQklIYXeCU2aoIgKUQiIgCAggiiggvBZ8Oq9qChSFBWVoqCiSBAEAemCSAu9EyDUEEp6Jn36+f6IGTLMTDJpMynv73l4SPY+ZQ0eyWbvddb+4XIe/F1EeCpIjkHBCnTxl1aLXWfKQ6U1YmuCFptvabEvSWfXrq+2yMRAuKcEzbwLfjX3lqCZtxSNPMQsvlrJmIjuRIKbJ0TFJKIbmrdzYDREVNV5ycWIbOSKyEb32wRBwL08I65k6nBZVVDVPC6zIFH9Xl7FTnyla4ym7WHcpCL0baDAU41c8URDF+clhxKR06WrBSSXs2qevZxVER0A9B0tE9EBQHpiv1MS0UXJd+H61XtWt2oWJBKoX/8IArcTJCo1XxcJJrb0wMSWHohT6bDmWh7WXMvH7Vz7XrjJ0wv47Vo+fruWj3puYjwb5oYRjd3Q0qd670xgMArYd0+D1dfy8Ge8GnlleBGyo58Mw8Pd8EyYK3xdmDxGVFoqjRFHk7U4nKzB9gQ1YjPsTw59KtgF09p6opO/83ZxKcrQpjMEuQIirabEY41MRKdqRhs1FtJjeyFONt9NSaTOg2Lll1BPnV1QoAQADHooflgAkWD57ylD07bQ9450RMj3YxTdT8Ia2cQdAJCqNuBIkhaHkwsqpp9O01XKbn3FMQjAyVQdTqbq8O2Fgoymxl5SPBQgL0hOr6tAmBdfaiOi8plzKsvq/FaQhwTT23o4NBZjQPFVOQVWRCdyKJFIBH9XCfxdJYiw8R5Irs6I27lFqqjnGHArtyBZPTnfiCxdQUXu6lZZnYiqDp1Oh5dffhkajQazZs2yK4Hcz88Ps2bNwhNPPIHg4GDk5eXh6NGj+OCDD/Dtt99CJBLh448/LvE6iYmJ0FkpHlDV1cjS+ZoAAQAASURBVKkbjEYlHKP1qoOEpBSHxENlk5SU5OwQqBYr6/NXB8ALvsDYOsCFHDF2pUjwV6oEyVr7cx1S1AJ+uKLBD1c08Jcb0dfPgH5+BrTxNKKmTIHl6IF96RLsSpHisEoMvVD6DyaCgA5eRkR4GxHubkSYmxHBLgKkD/5RZwL3bKfoVjiZTIaQkBDH3bCKYCK6EwluxU9eGZoxEZ2IiicSiVDfXYL67hL0fmAHrSytEVcz9Tifmo+TtzOQDHdcyzbiWpYe5S2inqcXsDlejc3xakhFQM96CjwV7IIBwa6o76wt3omoxnNmIroxvCWM3nUgzkw3a5ecPAi8MB0QO/DvvtxsuC6cafOFRs2YN2Bo0cFx8RDVUE2VMrzf0Rv/ifDCwUQtoq/lYdPNfGTr7BtI3csz4qvzOfjqfA7a1JFhWLgrutaVo6WPDB6y6vESX2yGDtFX87D2el6ZXnJs6C7B8HBXDA93Q1Nl9U7GJ3K0hBw9Dv+b/BmTpMHFDH2pdiCQioBh4W6Y2sYDzara/38KFxhad4b05IESDzWENXdAQEQVSK6A5oUZcJ03w6JLeuogJMf3wdC5NwBAtmMdJPFXLI4TpDKox80AxM4fL/i5SP4tiuAKAMjTG3EyVVfw91OSBkeTtciyc2xUka5m6XE1S49fruQBAOq6ivFQXTkeClCgW4AcberIWOGIiOx2IV2H7y5aL937SRdvuFmsYFeukhLRjb51i+0nIsdzl4nRTCku8d9eGoOALK0RWVoBWTojMrVGZGr/bdMV/J5Z2P9vW8H3BW2ZWmO51/fIsVwlInjJRfCSi+ElK/jdWy6GQgJUtdFqgKvz//1B1hmNRkyePBmHDh3C2LFjMWLECLvOa9GiBVq0uP+Cv7u7OyIjI9GpUyf06NEDS5cuxbRp0+DvX/xuK4GBgeWK31nE7o8Cm38s/qAGjRAUFOSQeKh0tFotkpKSEBAQALm8ahTXoNqjIp+/YAD9ARgFAcdT9dh0S4vNCRok5ds/qEvRihF9V4zouzI0cBPj6eCCSunt61S/wgy5OgE772ix8ZYGf9/ToawbC3Xxk2JgIzmeDlJwDFOFMBHdiYpLRBckUhga27+dDhHRg7zkYkT4y9HS04huUh2Cgjzh4uICnVHAzWw94lSF1dP1uJKpQ5xKX6bFQ70A05bJ/3c4ExF+MnTwk6OJtxRNvaVo4i1FA3dJjd8qhogql5dchIYeTnzRRSyGIaInxH9vMm/OVkF85QKMzdo6Jg6DHi7ffGBzi2Zt/+HQ93nKMbEQ1RJikQi96inQq54C8x/yxsar2Vh5KRNHVBIY7Rw6nUvX4Vx6QdUYEYBQTwla1ZGhdR0ZWvsU/B7sUTUmjJLzDVh3PR/RV/NwNr30lW48pCIMDHHFc43d0CNQzjEgUSmsu56DHQlaxCRp7d6J4UFuUhHGNHXDq6080NCj6k776Ts9XGIiuuDqDiGQi4FU/RhadYSu55OQHdhu0af4+UvktYyAKDcb8g0/WD1f+/TzEOqXVLfNOdykYvQMVKBnoAKAJwxGAbEqPQ4naXAjWw9DKReP8rR6HEvMR1ye2O5xlTXJ+UZsildjU3zBduruUhE6+f9bMT1Ajk7+8mrzIiAROZYgCPi/wyqr234/1qCg+IrDYwosoSJ6HSaiE1VXCklhdfWynS8IAvINgtVE9bRcLW6lZEDs7o1co/jfpHbL47J1QrnGXbWJTAx4P5BAXjSpvOD7graC48TwLuyXi+AlE0Mu4bwYlY/RaMSUKVOwdu1aDBs2DAsXLiz3NQMCAjBgwACsXLkSx48fR//+/Ys93sXF8eOhClE/GMaABhAn3SnmmEbV9/PVEnK5nP+NyGkq+vl7OKjg11yjgMPJWmy4kY+NN/ORorZ/Qu1OnhFLLqmx5JIajTwkGBzqisGhrmhbR1Yl1hitydMbsTNBg/U38rDztrrMuwR18pdhcKgbokJc0YAFUqukqrsiVQsI7p42+4xhzQEFf5gSUcWTiUVo4i1DE28Zim7yLAgCkvKNpsT0I8la7EhQI1Nbuhmpwu2Si3KXitC4SGJ6M6UMTbylCPeSQsFJGCKyw6utPJz+94W+Yy/IHkhEBwDp8X3QOiIRXRCg+GURpBeOW+3WR/SAdtjEyo+DqBZzk4oxOESBThIN5H4NsPmOAdHX8nG+FAnbAoDr2QZczzZg87/JUkDBCzet/k1Kb1NHhlY+MrTwkTqk+l6+XsC2W/mIvpaH3Xc0VpMwiiMWAY/WV2B4uBsiG7k4vGIgkbPdvXsXf/zxB3bt2oUrV64gKSkJPj4+6Nq1K6ZOnYpOnTrZdZ25p3JxJUtfphiUchFebumBiS3c4etS9Sdh9e27QZBIIDLYnnU2hDarEhWhicpC89wkSM4chjhbZdYuzkyH4rdlEKUmQqTVWJxnrN8IusjnHBRl+UnEIrT5d+xSFmq1GgkJGVAGNsC5LDFi/q20fjxFh/zSDkiKyNUL+OeeBv/cK/gzloiANnVk6BZQUDX9obpyBLhV/b8rnU2tF3AytWB3jrNpOuTry1imqhLVcxPjix51nB0GVWO/Xc9HTJLWol0uBuZ2VTplIb+4iuiCRAJByWeeqLYSiURwk4rgJgUCHxjLqNViJCj0CApyKzZhyigIyNHdT1DP0ZX+57sgFOycXJjgXlwV98LK71laodTzTeUhFsGUQF6QRF6QGF6YSO4tF8NbJjJPJH8gwdxFgiqb0EW1Q2El9OjoaAwdOhSLFy+GuILmSXx9fQEAeXl5FXK9qsrQIqLYRHQWQCAiZ5CIRegRqECPQAU+7eqNg4kabLiRj03xaqSXokR4fI4BX5zLwRfnchDuJcHgEDcMDnVFSx+p08cwar2AXXfU+ONGPrYnqJFbxm192vvKMCTUFYNCXNHIk2nOVR3/CzlTMRXRDc3bOy4OIiIUTKYEukkQ6CbBw/UUGN8c0BkFHErU4M94NbbcysfdvLItOOXqBZxJ0+FMmnmSllgENPKQoKm3FE3/TU5v+m+iuo+i5iccCIKA5HwjLhepSp+cb4Sj5uJcJEC41/0/e74YQGXRr6ECbfPLlnRgD0+ZCH0buuDpRmUsE1OBDC3aQ3BzhyjPfLtm6cn90I6cAlTyP+hku36HbM9G67E1agL1K+8BYiZTEDlKgKsYr7Z2w6utPXEuXYc1V/Ow9noekvLLNl7K0gqISdKaJUGIRQU/qwurpreuI0Mrn4LdZso6iZSrM+KiSo/z6TrTr3PpujJNArWuI8PwcFc8G+ZmsQBKVJssW7YMX3zxBUJDQ/HII4/Az88P165dw5YtW7BlyxZ8//33GDJkSKXcu76bGFNae2JsU7fqVe3X3ROG5u0hvXDC5iHGsBY2+4iqPA9vaEe9Cpclsy26ZHs32zxNPe7/AFnt23LaUybGow1c8GiDgqQpnbFgHikmSYPDSVocTtIirax79QIwCMDpNB1Op+mwOLbg33NhnhI8FKBAt3+rpod7OX+RztkyNEYcSb7/Z34yVQtt1cs9N9PEi0tcVHZZWiP+eyzTat9rrT0Q7u2c50vw8YMgd4FIq7bax7kfIioPsUhkSsZ2JEEQUMb8ozKRiphETtVb0ST0IUOGYOnSpZBIKm4McPx4QcGj4ODgCrtmVWRoGVHsv8GN9ZiITkTOJRWL0Lu+C3rXd8H8bgL239Ng/Y18bI7PL1XR0GtZBiw4m40FZ7PRzFuKqFBXDAl1RTNl5eVxFFLrBcRl6nBJpccllQ6xGXocTNQgW1e2wV/rOjIMDimo9B7GeZ9qhf+1nEhgIjoRVXGyIoOeeQ9541SqDn/eyseWeDUuZ5atUl9RRgG4kW3AjWwDdtw2rwTm5yIuSFD3lqKJUmb6OshDAnE1mzzSGwXczNbjskqPK5l6xGXqEZepQ1ymHlmlrDhfmcQiIMRDgiZKGZr9W72+qbcULZQyeNWCFwOobD7pqnR2CI4jlUHfvjtkh3aZNYtTkyC+dRXGRk0q7daS0zGQ//qt1T6j0g/qaZ8ACucn6xPVVm3qyNCmizdmdfLCP/c0iL6ahz/j1eWq5AkUjJWuZBaMHzbczDe1+yjuV09vXUeG1j4yNFfK4CK9P0YSBAG3cw33E84zCn6/nmUo10tvAa5iPBvmhuGN3cpc/ZSopomIiMCff/6Jnj17mrUfOnQIgwYNwvTp0xEZGQmFQlEh9/OSidC1rhxRoQUvglTXrb71HR8uNhHdEM5EdKre9A/1hf7gDkjPHbPreN0jA2Fs2qaSo6oeZGIROvnL0clfjtdaF4xrrmbpTS/tHU7S4EZ2Gffx/VfBDjV5+PVqQQVAPxcxHqorx0MBcnQLUKCtrwwycfX8+9UegiAgIdeAw0laU8L/RVX55/qIqhK9UUBingEJuQbczinye44et3MNSMgxIMdKVmRDdwmmt7W9o3GlE4lgDGwAya1rFl1CnbpOCIiIqPxEIhFkNXdoRVShjEYjpkyZgujoaERFRWHZsmXFJqGnpaUhLS0Nvr6+pkrnAHD69Gm0b9/e4vjFixdj//79CA8PR0RERGV8hCpD36JDsf1GVkQnoipEJhaZCjV83k2JvXc1WH8jD1tvqZFViqTuy5l6zD2djbmns9HSR4rBIa4YEupW7pettYaC+blLGTpcVOlxMaMg+fx6th7GcqY9NVdKMTjUFYNDXNHUAcnzVDmYiO5EthLRBYkEhiatHBwNEVHxRCIRIvzliPCX478dvXElU4ct8Wr8eSsfx1N0JV+glFLVRqSqtTj0wNaorhIRwr2laOYthb+rGFV13sooAHfzDLiSqce1LD3KsLuhwxmFwoVYA3Yk3G9v4iXFsWcCnBcYURWi79jLIhEdAOS/fgNjcONKuqsA2b6tEAmWf5EIcheop30MoY5/Jd2biEpDKhahbwMX9G3ggiytEZvj8xF9NQ8HErUVuuNJhkbAgUQtDiTeHydJREATbymaK2VIzjfgQoauVNUSiuMqEeGpRi4Y0dgNvespIK3BSVlEZTFw4ECr7d27d0evXr2wZ88exMbGokOH4he/bGngJkG3QPm/CZIKtFBKIakB/x8aInoAKxfa7GdFdKr2RCJoxk6H5N1xVqvaFmVU+kEzbKKDAqt+RCIRmnjL0MRbhjFN3QEAiXkGHEkuSKKOSdLiXLquXIteqWoj/rylxp+3Cv5buUkLkuGbK6Wopu/72JScb8ThJC3u5JUvmZ+oKnt6WzIOJelQlneDP+niDXcn7zQjBDQErCSiG305R0tERFTTzZ07F6tXr4aHhwcaN26M+fPnWxwTGRmJtm3bAijYqW/u3Ll4++23MXPmTNMxo0ePhkwmQ4cOHVC/fn3k5eXh2LFjOHv2LLy9vUtMcK8RvJQwBIVDkmDlBT+ZDIIvX/IjoqpJLhHh8SAXPB7kArVewJ67amy4kY9tt9RWX6i2JTZDj9iMbHx8Khtt68jwUIC8VPNcAoDEPCMuqXS4mqmv0B1uGnsVJJ8PCXVFCx8mn9cETER3IsHdeiK6MbQ5K1oSUZXXxFuGaW1lmNbWE3dzDdiWkI+dCWpcyCioKFNZ8g2CqbInEZGjGdp0hiCTQ6Qzf0lGeuk0cOm0Q2MRRCKoX/4PjKHNHHpfIrKPl1yMUU3cMaqJO1Qao6ki+YV/q5NfzNBBXYFDJoOAf7e9q7hKlr0C5Rje2A0DG7k6fMtmoppCJiuYQC3Nwl5LpRQPBSjwUEBBZd4gd0mN3FJc8PGDIbwlJNdiLfqMdfwhKH2tnEVUvQj+9aB95kUoVlvf3aiQZvRUoJjdM8lSoJsEg0JcMSikYB49W2fE8WQtYpK1OJykxfEULfLKsTqWpxew754G++5pSj6YiKqcxDyhTEnoj9ZX4OlGLhUfUCkZAxpabWchAiIioprv1q1bAICcnBwsWLDA6jHBwcGmRHRbxo8fj927d+PQoUNIT0+HWCxGUFAQJk2ahFdffRUNGjSo8NirIkOLDlYT0Y11GwDiGp6IT0Q1gotUhAHBrhgQ7Ip8vYCdt9X440Y+dtxWl2ru62y6DmednGcV4inBkFBXDA51Q2sfaY1c96jNmIjuTDYWFwzN2jk4ECKi8qnvLsH45h4Y37zg77VcnRFXs/SIU+kRl6nHlUw94lQ6XM3SQ1sNKoMTEdmkcIWhTWdITx50diTQPjsRhk69nB0GEdlBqRCjZ6ACPQMVpja9UcC1LL3pBbvz6TpcyNDhbp5zB0tNvKUYEe6GZ8NdEezBKQOi8khISMDevXsRGBiIVq1K3vnu007uaKkUw0dR9MUPPTSainvBpKoRtesGdyuJ6LpGTaFWF19BmspPq9Wa/U6VQ90rEuKDuyC7dcVqv6Z9d+S27gzUwme+Ip9BGYBuvkA3XznQQg6dUcD5DAOOpOhwJEWHoyl6pGkqco+a2kUuBhq4iVHV1gcbulexgKhak4mBeQ95V4mFcFuJ6KyITkREVPMtXrwYixcvtvv4mTNnmlVCLzRt2jRMmzatAiOrngytIoCd6yzahXrBToiGiKh8XKUiU2GGXJ0ROxLU2HAzH7tuqyu0+FVFCvKQYHBIQeXzdr6yKvFvbqocXFV2IlsTRoYW7R0bCBFRBXOXidHOV452vnKzdoNRwK0cA+L+TUyPy9T/+0uHDC4GAgB8FWIoHPDytQAgTW3kiwFEZaDv+LDTE9F1Dw+AbsAIp8ZAROUjFYvQTClDM6UMz4Tdb09TG3A+XW+qoH4+XYfLKl2l/cxu4CZB6zpStKkjR/9gF0T4cRKIqCLodDq8/PLL0Gg0mDVrll0V0cOFVOQk65DjgPiqCkVgKFpaaU+tUw/JCQkOj6e2SkpKcnYINV7q4yPQbPnHEAnmP9ANCldceTgKulr+vFfWM+gHINK94JfQCLilFuFMphinsyQ4kyXGLTV3fLHFUyKgnZcR7bwMaO9lRAtPIxRV8I+rcOcRovISAfiqhw8ae1eNZ8rYMNRqu2AjQZ2IiIiIrDM0awdBLIbIaP7vcWODEOcERERUQdxlYgwJc8OQMDdk64zYdkuN9TfyseeO2ql5QF4yEZorZehSV46oUFd05LpjrcFEdCcyhreE0S8A4tT7E+2GoHAYWnV0YlRERJVHIhYh1EuKUC8pngi6v8WpIAhI0xhNFdTjMnW48u/Xt3IMqGkp6hIREOYlRRNvKZp6F/zeTClDYy8plA5c1dP/+2LAZZWuoGr9v9XrL6t0UGlr2p86Peju3bv4448/sGvXLly5cgVJSUnw8fFB165dMXXqVHTq1MnZIVZZ+s4Pw7j2O4hVqc65f/P20Ix9A1WuFB0RVQhfFwl615egd/371dN1RgFXMs2rp5/P0CE53/6ZJIUEaK6UoXUdGVr7/Pt7HdkDlZeJqCIYjUZMnjwZhw4dwtixYzFihH0vjwUGBlZyZFVQUBA07btDcfqQqUmQK+Dy5DMI8vJxYmC1g1arRVJSEgICAiCXy0s+gcouKAj5t5+F2/Y1Zs15z05EYKvit1OvyRz9DAYD6Fnk++R8I46mFlRLP5Kiw/kMAwy1dDqkgZsYXf2l6OIvQ1d/KZp5SyDmvzmpBhKLgHquEjT0kCDIQ4KG7hI08pCiX0MFGlahHaGMoc1gaNQEkvj7u2kY/QJgaNnBiVERERERVUOu7tD3fgqyvzeZmgSRGLpe/Z0YFBFRxfKUiTEs3A3Dwt2g0hix9VY+NtzIx993NdBX0lyXu1SEZkopWvjI0FwpRUsfGZorZajvJmbieS1VdWZVaiOxGPnvfAHFDwsgvnMTxpCm0IyYBIgdUAqXiKgKEYlE8HORwC9Qgu6BCrO+PL0R17IMuKLS4fK/idJxmXpcy9Qjv4qvDnrJRGjsXZhwLkNTZUHieainFHKJ8wdeUrEIYV5ShHlJUfSf2oIgIFVt/LdyvR4Zmiq6hw+Vy7Jly/DFF18gNDQUjzzyCPz8/HDt2jVs2bIFW7Zswffff48hQ4Y4O8yqSeEK9Yy5UKxcCPH1SxAZ9A65reDuCX3HXtCMehWQVo0KXUTkGDKxCC19ZGjpI8Ow8PvtyfkGXPg3Mf1chg4X0nW4lWOAh0yEVkWSzVvXKXjhTSp2/viDqKYzGo2YMmUK1q5di2HDhmHhwoV2n+vi4lLyQTWQfvybEK9ZAsnZoxB8/KEZOQWKuvWcHVatIpfLa+3z50jG4S9Dq3CBdP82QCaH7vFnIHpsMPgn77xnMNgFCPYBhjYp+D5HZ8SJFC1ikrQ4nKzFyRQtsnRVe+6pLKQioKm3FN0CFXiorhwPBcgRVIUScIkqwkN1ZegeKEdDdwmCPKQFiefuEtR3l0BWHf5dJBJB/dqHUPz8JcQJ12EMbFhQlIDrh0RERESlphk2EYJEAumxvRA8faAdMQmCP+eeiKhmUirEGNnEHSObuCNDY8Tm+IKk9GPJWuSUISvdVSJCE28pWvhI0UIpQ/N/fw/yYBEDMidSqVQ1byaVqIpRq9VISEhAUFAQF/bI4fj8EZE1mzZtQp06ddCzZ0+z9kOHDmHQoEFwd3fH5cuXoVAobFyByDn4c42cjc8gEdlSWAk9OjoaQ4cOxdKlSyGRMFmIqi7+TCNn4zNIREQ1CX+ukTPx+SMiopqEP9fImfj8EZUN9+AmIiIiqoUGDhxokYQOAN27d0evXr2gUqkQGxvrhMiIiIiIqp+iSehDhgxhEjoRERERERERERERERHVCkxEJyIiIiIzMpkMAJg8RURERGQHo9GIKVOmIDo6GlFRUVi2bBnHUURERERERERERERERFQrSJ0dABERERFVHQkJCdi7dy8CAwPRqlUrZ4dDREREVOXNnTsXq1evhoeHBxo3boz58+dbHBMZGYm2bds6IToiIiIiIiIiIiIiIiKiysNEdCIiIiICAOh0Orz88svQaDSYNWuWXZU81Wq1AyIjuk+r1Zr9TuRofAapIri4uDg7BKpAt27dAgDk5ORgwYIFVo8JDg5mIjoRERERERERERERERHVOExEJ3IQmUzm7BCoFuPzR0QlMRqNmDx5Mg4dOoSxY8dixIgRdp2XmpoKvV5fydERmZPJZEhPT3d2GFSL8Rmk8pBKpWjYsKGzw6AKtHjxYixevNjZYRCVCecLyNn4DBIRUU3Cn2vkTHz+iIioJuHPNXImPn9EpSdSqVSCs4MgIiIiIucxGo2YMmUKVq9ejWHDhmHJkiUQi8XODouIiIiIiIiIiIiIiIiIiIiIiKowVkQnIiIiqsUKK6FHR0dj6NChWLx4MZPQiYiIiIiIiIiIiIiIiIiIiIioRMwyIiIiIqqliiahDxkyBEuXLoVEInF2WEREREREREREREREREREREREVA0wEZ2IiIioFjIajZgyZQqio6MRFRWFZcuWMQmdiIiIiIiIiIiIiIiIiIiIiIjsJnV2AERERETkeHPnzsXq1avh4eGBxo0bY/78+RbHREZGom3btk6IjoiIiIiIiIiIiIiIiIiIiIiIqjomohMRERHVQrdu3QIA5OTkYMGCBVaPCQ4OZiI6ERERERERERERERERERERERFZJVKpVIKzgyAiIiIiIiIiIiIiIiIiIiIiIiIiIiKi6kPs7ACIiIiIiIiIiIiIiIiIiIiIiIiIiIiIqHphIjoRERERERERERERERERERERERERERERlQoT0YmIiIiIiIiIiIiIiIiIiIiIiIiIiIioVJiITkRERERERERERERERERERERERERERESlwkR0IiIiIiIiIiIiIiIiIiIiIiIiIiIiIioVJqITERERERERERERERERERERERERERERUakwEZ2IiIiIiIiIiIiIiIiIiIiIiIiIiIiISoWJ6ERERERERERERERERERERERERERERERUKkxEJyIiIiIiIiIiIiIiIiIiIiIiIiIiIqJSYSI6EREREREREREREREREREREREREREREZUKE9GJiIiIiIiIiIiIiIiIiIiIiIiIiIiIqFSYiE5EREREREREREREREREREREREREREREpcJEdCIiIiIiIiIiIiIiIiIiIiIiIiIiIiIqFSaiExEREREREREREREREREREREREREREVGpMBGdiIiIiIiIiIiIiIiIiIiIiIiIiIiIiEqFiehEREREREREREREREREREREREREREREVCpMRCciIiIiIiIiIiIiIiIiIiIiIiIiIiKiUmEiOhERERERERERERERERERERERERERERGVChPRiYiIiIiIiIiIiIiIiIiIiIiIiIiIiKhUmIhORERERERERERERERERERERERERERERKXCRHQiIiIiIiIiIiIiIiIiIiIiIiIiIiIiKhUmohMRERERERERERERERERERERERERERFRqTARnYiIiIiIiIiIiIiIiIiIiIiIiIiIiIhKhYnoRERERERERERERERERERERERERERERFQqTEQnIiIiIiIiIiIiIiIiIiIiIiIiIiIiolJhIjoRERERERERERERERERERERERERERERlQoT0YmIiIiIiIiIiIiIiIiIiIiIiIiIiIioVJiITkTkBPv374dSqYRSqcT+/fvLfJ1Vq1aZrhMfH1+BERIRERGV35w5c0xjFWsiIyOhVCoRGRnp2MCIiIjI4co7hxEfH286f9WqVZUQYcljFyIiIiJnqqi1pYrEmMqvMNY5c+Y4OxQiIiIiIqIyYSI61WhFJxqUSiVGjBhR4jlFF5zi4uIcEKXjFf2M9k7AFCYJcSGOiIiIaquiY0t7F4bKMu4iIiIiqmq0Wi2io6Mxbtw4dOjQAUFBQahXrx7atm2L4cOHY8WKFcjOznZ2mERERERO9+DaZGBgIDIzM+06t2PHjmbnrlixopKjJSIiIqp5OB4jInI8JqJTrbJ9+3acOHHC2WEQERERERERERFVC7t27UKXLl3wyiuvYMOGDbhx4ways7ORn5+PW7duYceOHZg+fToiIiKwevVqZ4dLREREVKWo1Wps3LixxOOOHDmCa9euOSAiIiIiotqlpo7HuLMfEVUlUmcHQORos2fPxoYNG5wdBlGFGDVqFEaNGuXsMIiIiIismjlzJmbOnGmzf8uWLQ6MhoiIiErrhx9+wIwZM2A0GgEA/fr1Q1RUFMLDwyGVSnHr1i1s3boVGzZsQEpKCiZNmoRr167hvffec3LkRERERM7n4uICtVqN6OhojBkzpthjo6OjAQCurq7Iz8+3ekyvXr2gUqkqOsxyYUzlV51iJSIiqm4qejxGRETWsSI61Rq+vr4AgL///hsHDx50cjRERERERERERERV199//43p06fDaDTCw8MDv/32G9auXYtRo0bhoYceQqdOnTBkyBB8//332L17N+rVqwcAWLBgAVauXOnk6ImIiIicb8CAAQCAmJgY3Lp1y+ZxGo3GVESr8BwiIiIiKj+Ox4iIHIOJ6FRrvPTSS3BzcwMAfPzxx06OhoiIiIiIiIiIqGrKy8vDK6+8AkEQIBKJ8Msvv+Dxxx+3eXz79u3xxx9/mObe3nnnHdy9e9dR4RIRERFVST169EDDhg0hCALWrFlj87ht27ZBpVJBoVAgKirKcQESERER1XAcjxEROQYT0anWqFu3LiZOnAgAOHToEPbs2VPua+7YsQPjx49HmzZtEBgYiODgYPTs2ROzZs1CUlKS1XOGDx8OpVKJnj17Wu2Pi4uDUqmEUqmEj48PMjIyLI4RBAHh4eFQKpV44403yv05KoLRaMQ///yD9957D0888QTCwsLg5+dn+jN57733kJCQUOw1IiMjoVQqERkZCQC4fv063njjDbRr1w6BgYFo06YNXn31VYu3FGNjYzF58mS0a9cOAQEBaNWqFaZPn46UlBSb95o0aRKUSiXatGkDAEhMTMT777+PTp06oV69eggLC0NUVBQ2btxY4mc/cOAAJk6ciPbt26NevXoIDAxE69at0adPH7z55pvYtm0bBEEo8TobN25EVFQUGjdujICAALRv3x5vvfWWzWcJAFatWmV6XuLj4y36rf2ZvvXWW+jUqRMaNGgApVKJs2fPmp2j1WqxYsUKDBkyBM2aNYO/vz/CwsIwYMAALFmyBGq1usTPQkRERPaJjY3F/PnzMWTIELRs2RJ169ZFgwYNEBERgVdeeQXHjh2zea4jxpXHjh3D7NmzERkZiaZNm8Lf3x9BQUHo2rUrpk+fjkuXLhX7+ebMmWOKwZoHxypERERUNaxatco0HzF69Gj06dOnxHOaNWuGGTNmAChIZF+yZEmp75uYmIju3btDqVSibt26ds3LFFWesZU1Go0GX3/9Nfr06YPg4GA0aNAAvXr1wpdffmnX/EhGRgbmzJmDPn36oFGjRqZ5q7Fjx2Lnzp3FnuvIeTKg/OM+IiIisiQSiTB8+HAAKDbxafXq1QCAJ554wuYcCgDs37/fNM+yf/9+q8dcv34d77zzDrp3746GDRvC398fTZs2Rffu3fHSSy9h9erVyM7Otnruli1b8Pzzz6N169YICAhA/fr10aZNG/Tr1w/vv/8+9u3bVyNiqqg1wjZt2kCpVGLSpEkAgNOnT2PixImmWJs3b44JEybg9OnTxV6nMNY5c+YUexwRERGVXkWPxwoJgoD169djxIgRaN68Ofz9/REaGorHH38cX375JXJzc22e+2Cej9FoxMqVK/Hkk08iNDQU9erVQ9euXfHRRx8hMzPT5vlz5841tRVer+ivojlElZHTde/ePbz33nvo2LEjAgMD0ahRIzz99NP4448/ir1Obm4u1q9fj9deew09e/ZEcHAw/Pz8EB4ejgEDBmDRokXIyckp9hpEVPVInR0AkSNNnToVK1asQFZWFj7++GM8+uijZbpOZmYmXnzxRezevdusXa1W4/z58zh//jyWL1+O5cuXW1SL6tmzJ3bs2IELFy4gIyMDPj4+Zv1FJ0QEQcDBgwfx1FNPmR0TGxuLtLQ00/Wqgrlz55oNcgplZWWZ/kxWrFiBpUuX4umnny7xenv37sXo0aPNJp4SEhLwyy+/YMeOHdiyZQuaNm2KdevWYfLkydBqtabj7ty5gxUrVmDXrl3YuXOnaWtoW06fPo1nn33WbEEuPz8fe/fuxd69ezFixAh8++23EIst391577338PXXX1u03759G7dv38bp06fx3XffITExES4uLlbvbzQa8fLLL1sMem/evIlly5Zh06ZN2LJlC8LDw4v9HCXZtm0bXnrppWIHbLGxsRg1ahRu3Lhh1p6eno5Dhw7h0KFDWL58OdasWYOwsLByxUNERFTb7d+/3+q4SKvV4vr167h+/Tqio6Pxxhtv4H//+5/FcZU9rly1ahWmTJlicV+dTofLly/j8uXL+OmnnzB37lxMmDDB/g9OREREVd4vv/xi+nry5Ml2nzd+/HjMnz8farUaq1atwgcffACRSGTXuTdu3EBUVBTi4+Ph4eGBVatWoXfv3nbfu7xjqwclJydj6NChFi/wnzt3DufOncP27duxYcMGm/M9+/btw5gxY6BSqcza79y5gzt37mDjxo0YOHAgli1bZvMahSp7nozjPiIiosozYsQIfPbZZ7h69SqOHz+OTp06mfWnpKSY1htHjBhRrntt3LgREydOhEajMWtPTk5GcnIyYmNjsXbtWvj7++Oxxx4z9RsMBrz00ktYv369xTXz8vKQkJCAY8eOYc2aNYiLi6v2MRVVnjXCon755Re88cYb0Ol0prbExESsW7cOf/zxB+bNm4cXX3yxzHESERFR2VX0eEylUmHUqFE4ePCgWXtGRgaOHj2Ko0ePYunSpYiOjkbbtm2LvVZ+fj6eeeYZ/P3332bthfMxf/75J7Zs2QI/Pz97PqpNFZ3TdeTIEYwaNQqpqammNrVajf3792P//v149dVXMXv2bKvnDhs2zOLPDgDS0tJMeUnff/891q5di6ZNm5biUxKRMzERnWoVHx8fTJo0CXPnzsWJEyewdetWDBgwoFTX0Gq1iIqKwqlTpyASiRAVFYX+/fsjJCQEQEH1oG+//RZ37tzB6NGjsWPHDrRv3950fmGCjyAIOHDggMUP8AMHDlh8/2DCUNFjqkoiusFgQGBgIJ566il07twZISEhUCgUuHPnDo4ePYrly5cjJycHL730Ev755x80a9bM5rUSExPxwgsvwNvbG++//z46duwIrVaLTZs2YcmSJUhJScHrr7+OTz75BK+88grCw8MxZcoUtG7dGrm5ufjll1+wZs0aJCQk4D//+Q9WrFhh8175+fkYM2YMMjMz8dprr+GJJ56Am5sbzp49i4ULFyI+Ph7R0dEIDAzErFmzzM7dsWOHKQm9ZcuWGDduHJo1awalUons7GzExcVh37592LFjR7F/dp988gmOHDmCJ554AiNHjkSjRo2QkZGBX3/9FWvXrkViYiJeffVVbNu2zf7/IA+4ffs2XnrpJcjlcvz3v/9Ft27dIJfLcfbsWVPS2s2bN9G/f39kZmbC3d0d48aNQ5cuXRAUFISsrCzs2bMHy5Ytw5UrVzB06FD8/fff8Pb2LnNMREREtZ3BYIC7uzsef/xxPPzww2jSpAk8PT2RmpqKixcvYunSpUhISMDChQsRHh6O559/3uz8yh5XGgwGKJVKDBgwAN27d0d4eDjc3NyQmJiIM2fOYOnSpUhLS8Obb76JJk2alCpRjIiIiKqurKwsnDt3DgAQHh6O5s2b232uUqlEt27d8PfffyMtLQ1xcXHFzgEVOnfuHJ555hkkJyfD19cXa9euRURERKniLu/Y6kGjR4/GxYsXMWHCBAwYMAC+vr64efMmvvrqK5w4cQIxMTFYsGAB3nvvPYtzz58/j2effRYajQYSiQTjxo3D008/DS8vL8TGxuKbb75BbGwsNm3aBLFYjB9//NFmHI6YJ+O4j4iIqPI0adIEHTt2xIkTJ7BmzRqLxKe1a9dCr9fDz88P/fr1w+HDh8t0n+TkZEyePBkajQZ+fn4YP348unbtCl9fX2g0Gty8eRNHjhzBli1bLM5dsWKFKeG7a9euGD16NEJDQ+Hp6YmMjAxcvHgRe/fuxfnz56t9TEWVZ42wqHPnzmHdunXw8fHBG2+8gc6dO0On02Hv3r34+uuvkZubixkzZiAoKAj9+vUrc7xERERUNhU5HjMYDHjuuecQExMDAOjSpQtefvllhIeHIzU1FWvXrsWaNWtw9+5dDBw4EAcPHkSDBg1sXm/q1Kk4evQohg0bhsGDB6N+/fpITEzEsmXLsHv3bly+fBnvvvsuli1bZjonMjISHTp0MBVIBYBDhw5ZXLt+/fpmcVdUTldSUhJGjhwJAHj//ffRvXt3uLq64uTJk5g3bx4SExPx9ddfo1+/flbnkAwGA1q2bIkBAwagffv2qFevHgRBQEJCAv78809s2LAB8fHxGDVqFPbv319iAQciqhqYiE61zpQpU7Bs2TJkZGTgk08+Qf/+/e2uzAQA8+bNw6lTp+Dh4YHff/8dXbt2Nevv0qULRo4ciSeffBKXL1/GzJkzzRKI27ZtCy8vL2RlZVmt1FT41lf//v2xbds2q1vGFSYMNWnSBAEBAXbHbk18fDx8fX1LPC4vL6/Y/tGjR+Ptt9+GTCYza2/fvj0iIyMxceJE9OvXD3fv3sVnn31mNkh60LVr1xAeHo4dO3aYvdXXrVs3SKVSLFq0CIcPH8awYcPQsWNHbNiwAW5ubqbjevXqBY1Ggz/++AObNm1CamqqzbcDU1NTIZVK8fvvv5sNgCIiIhAVFYUnn3wSly5dwqJFi/Dcc8+ZDbYKJ8CCgoKwc+dOeHh4mF27R48eGDduHFQqFRQKhc3Pe+TIEbz99tuYOXOmWfsjjzwCuVyOVatWISYmBufOnTNtE1ha8fHxCAgIwM6dO9GoUSNTe8eOHU1fT5o0CZmZmWjRogX++OMPi2erd+/eiIqKQmRkJK5fv45FixZZXWwlIiKqDVJTUxEbG2vXcba0adMGFy5csLrFX9++fTFx4kQMHz4cf//9N+bOnYvnnnsOEonEdExljysfe+wxDB061GycBQDt2rXDE088gZdffhkDBgzAhQsX8OmnnzIhiYiIqIa4ePEijEYjAJgVV7BXu3btTFWczp07V2Ii+qFDhzBixAhkZWWhYcOGWL9+fZmqHZV3bPWgEydOYN26dejTp4/ZZ3v88cfxyCOP4NKlS/jhhx/wzjvvQCo1n2afNm0aNBoNRCIRfvrpJ7OXATt06IBnnnkGgwcPRkxMDP74449ii2U4Yp6M4z4iIqLKNWLECJw4cQK///47PvnkE7O1tOjoaADAkCFDLNbYSmPHjh3Izc0FUFCFvFWrVmb9Xbp0wbBhw/Dpp59CrVab9RWud3Xs2BFbtmyxGNv07t0br7zyCtLT06t9TEWVZ42wqPPnz6NBgwbYtWuXWcJXt27dMGDAAAwYMAC5ubmYPn06Tp06ZfFZiIiIqPJV1Hjsxx9/NCWhDxw4ED/++KPZzimPPfYYOnfujP/7v/+DSqXC22+/bbbz4IOOHDmCb775BqNGjTK1tWvXDv369cPgwYPxzz//YMOGDZgzZ44pt0upVEKpVJrN77Rs2bLYuCsyp+vq1ato2LAhtm/fjoYNG5pd6+GHH0aPHj2g0WiwbNkyq3NI33zzDcLDwy3aO3XqhMGDB2P06NEYMmQIrly5gt9++w1jxowp9rMRUdVQ/B5SRDWQl5cXXn/9dQAFEwN//PGH3efm5OSYfti+9dZbFknohXx8fPDRRx8BAGJiYnDt2jVTn0QiQbdu3QBYVqm8fPkykpOTIZFI8NZbbwEAYmNjzSZRBEEwvclWEdXQX331VXTv3r3EX6dOnSr2Oo0aNSp2QNagQQO89tprAIDt27dDEIRirzd37lyryePjx483fZ2WloavvvrKYpEMgGl7O71ej6NHjxZ7rxdeeMHq4EepVOKzzz4DUPBG3oMVo5KTkwEUDAIfTEJ/8DrFvezQtm1bvPPOO1b7pk6davra2tY0pfG///3PLAm9qJiYGNNg+ZtvvrH5gkOHDh1MWzCvWrWqXPEQERFVZ8uXL7drDFVYicAaX19fq4lSheRyOT788EMAQEJCgqkyaaHKHlfWr1/f6jirkLe3N959910ABWOJ8iz8ERERUdWRlpZm+rpu3bqlPr/oOUWvZc327dvxzDPPICsrC02bNsX27dvLvOVuecdWD3rppZfMktALubq6YuLEiQAKPt+lS5fM+k+ePInjx48DAIYPH26xIw0AuLi4YPHixaYkpOIW94DKnyfjuI+IiKhyPfPMM5DJZEhPT8fOnTtN7RcvXsTZs2cBAM8991y57lG4ZqVUKi0SvouSyWTw9PS0em7Xrl2LTZKuU6dOtY/pQWVdI3zQxx9/bJaEXqhdu3amdemEhIRy7X5MREREZVdR47HvvvsOQEHu2VdffWWWhF5owoQJePjhhwEAW7duRUJCgs3rRUZGmiWhFxKLxaYcK51OhyNHjpQYW3EqI6eraBJ6ocaNGyMyMhKA9SrtAKwmoRfVp08f9O/fHwCs7pxDRFUTE9GpVnr55ZdNi2Jz5syBwWCw67yDBw8iKysLADBo0KBij+3evbvp6wcXeAoTfS5evGi2IFeYQNS2bVt06NAB9evXhyAIZolFsbGxpnMqIhG9smRlZeHmzZu4ePEiYmNjERsba1rQysrKQnx8vM1zvb290bdvX6t9ISEhpsmoVq1a2aw+ULRy+M2bN4uNtbitmHv06IHQ0FAAwN69e836AgMDARQMnm7cuFHsPYrz7LPP2kxUb9q0qSnJvaTPURy5XI7Bgwfb7N+6dSuAguruJW19Xfhs37t3r9gBMxEREZWORqNBQkICLl26ZBo/FZ3osZYs5chxZW5uLuLj483Gd0UnrUpK5iIiIqLqIScnx/S1u7t7qc8v+rJ+dna2zeOio6Px/PPPIz8/HxEREdi2bZvVBayyKsvYqqjhw4fb7OvQoYPp6wfnawqrwQMotmJTSEiIKdE9JiYGGo3G6nGOnicDOO4jIiKqaHXq1EG/fv0AAGvWrDG1r169GgDQrFkzs/FFWRSuWalUqlIn7BSeu3379hJfJKzuMT2orGuERSmVSqsvH1q7R3HXISIiospTEeOxxMREU0GCgQMHFlsQ4YUXXgAAGI1G7Nu3z+Zxw4YNs9lX3PxTeZUnp8vLy8uUKG5NYdwZGRlQqVQlxpKamopr166Z4oiNjTUVZLhw4UIpPhURORP3faJayc3NDW+88QZmzpyJuLg4rFmzBiNHjizxvKJVwdu1a2f3/Qrf2i/Uq1cvADAlAxUmtRcmBhUmAvXs2RO//fYbDhw4gIEDB5odU/S48ti8ebMpnuJERkaWWJH71q1bWLRoEbZv315ignJaWhpCQkKs9oWHhxdbQdzb2xvZ2dlo3LhxsccUKrqA+iC5XI7WrVsXG2vHjh1x48YNxMXFQavVQi6XAyh4G3L16tVIT09Ht27d0L9/fzz66KN46KGH0KRJk2KvWVRJW1QrlUrk5OQU+zlKEh4eDldXV5v9hc92QkJCsYPlByUnJyMoKKjMcREREVVXb7/9NmbOnFnicXPmzMHcuXNt9ufm5mLp0qX4/fffcenSpWJfkLRWebKyx5VpaWn45ptvsGnTJly7dq3YCgisjElERFQzFE0kz83NLfX5RecvHqxsWWjJkiVYsmQJBEFA7969sWrVqmJ3m7NXecdWRRVXmd3Hx8f09YPzNRcvXgRQULmqpJf9O3XqhL/++gsajQZXr161WinUUfNkHPcRERFVrhEjRmDr1q3YsWMHVCoVPD09sXbtWgDFvwBnrwEDBkCpVEKlUuH5559Hjx498OSTT6J79+5o27ZtsVXFR44ciYMHD+L69evo0KEDnnrqKfTp0wcPPfQQgoODa1RMRZVnjbCokj5LgwYNEBgYiMTERCZTEREROVF5x2OxsbGmrzt37lzssZ06dbJ63oOKyxcqbv6pLCoqp6tx48ZWK8EXKppzlJOTYzUH6fDhw1i6dCn27t2LjIyMYuMgouqBiehUa7344ov4+uuvcefOHcybNw/PPvtssduQAAVvYZVFXl6e2fdt27aFt7c3MjMzsX//flPCUGGit7WEoUKFXzdp0gQBAQFliqcy7Nq1C2PHjrX4rLbk5+fb7CsuYRqAafGtuOOKDnqKW3T08fEpdnIIAPz9/QEUJHipVCpTNf2HH34YCxcuxHvvvYfc3Fxs2LABGzZsAFCwDfVjjz2GsWPHomvXrsVe397Pa2/lfmtKSi6vqGebiIiI7BcfH4+BAwcWW1WgKGvjp8ocV54+fRpDhgyxO9GouPEdERERVR++vr6mrx8srmCPoucUvVZRixcvBlBQjeqXX36pkCT0ihhbFVVYBcqaoonhD87XFC6eeXp6wsXFpdh7FB2D2Vp0c8Q8Gcd9REREle/JJ5+Ej48PMjIysGHDBgQHB+PevXsQi8XFVsK0l4+PD9asWYPx48fj9u3bOHDggGnux93dHT179sSIESMwaNAgi8ShUaNGIT4+HgsXLkRWVhZ+/fVX/PrrrwAKdtJ98sknMW7cOLRs2bLax/RgfGVdI7R2TEnXSUxM5At9RERETlTe8VjRuZvCit222DPnA1RM3pM9HJnTVVLcJRXxsjcOIqpabL+eQlTDKRQK/N///R+Agi1MfvnllxLPKfoDcteuXTh06JBdvyZMmGB2HbFYjG7dugG4nwB0+fJlJCcnQyKRmPoKK1xevHgRaWlpEAQBhw4dAlAx1dArSlpaGiZMmIC8vDx4eHjgnXfewa5du3D16lUkJydDpVJBpVJh48aNpnOKq6rkSMVVlLLHuHHjcPbsWcybNw/9+/c3vZGYnJyMX3/9FU888QRee+01GI3Gigi3zIp7GxG4/2w3bdrU7uf60KFDJVb2IiIiItteeeUVxMfHQyQS4fnnn8eGDRtw4cIFJCUlmbarK7o4ZW38VFnjSq1WixdeeAHp6emQyWSYMmUKtmzZgsuXLyMpKck0vjt9+nSx8REREVH106JFC9M8QtGf9fY6c+aM6es2bdpYPabw5bn09HRMmDABWq229IE+oCLGVhWpvHNOjsJxHxERkWPI5XIMGTIEABAdHY3o6GgABfMyDRs2rJB7dO3aFSdOnMCKFSswfPhw0462ubm52LFjB8aNG4d+/fpZLU707rvv4tSpU/jggw/w6KOPml4UTEhIwHfffYcePXpgzpw5NSKmQhU1Xqsu4z4iIqLariLHY9Xp539Vyun6559/TEnoISEh+Oyzz3Dw4EHEx8cjNTXVFMubb75ZKfcnosrDiuhUqz3//PP48ssvcfPmTSxYsAAjR44s9viiVZx8fX0RFhZW5nv37NkT27dvx6VLl5CcnGxKHGrXrh28vLwAAKGhoWjYsKGpSkDjxo1N245UpUT0jRs3IjMzEwDwyy+/oE+fPlaPU6lUjgvKTunp6dDr9cVWPEhJSQFQMJC0Vlnc19cXEydOxMSJEyEIAmJjY7F161Z89913SE5Oxs8//4xWrVrhlVdeqayPUW6+vr64cuUKcnJyylU9goiIiOwTFxeHmJgYAMCMGTPw3nvvWT2uuCoJhSpjXLlv3z7cvHkTAPDZZ59hzJgxZY6PiIiIqhcvLy+0adMGZ86cwbVr13D58uVitwkuSqVSmcY4fn5+aNq0qdXjPvzwQwQGBmLp0qXYsWMHxowZg5UrV0Iul5cp5oocW5VXYZGCrKwsqNXqYquiJyUlWZznaBz3EREROc6IESOwfPlyHDlyxPSS14gRIyr0HgqFAkOGDDElWd2+fRt//fUXvv/+e5w/fx4nTpzAtGnTrBboatiwIaZOnYqpU6fCYDDg9OnT2Lx5M1asWIGsrCzMnTsX7dq1w4ABA6p9TEDFrBEC9u0iVHidOnXqlDpOIiIiqjjlGY8Vnbsp/NluS1WY8ylUlXK6fvrpJwCAUqnEX3/9ZbOyfFXMLyOi4rEiOtVqMpkMb731FgDgzp07WLFiRbHHF63iVLi4VVZFE36KbkVXWK2yUI8ePSyOefB8Z7t48SKAgsGTrQELAJw6dcpBEdlPq9Xi/PnzxR5z8uRJAECTJk1KXBAViURo1aoV3nzzTezcuRMKhQIA8Mcff1RIvJWl8Nm+e/eu3VtYExERUdkVjp8AYPDgwTaPs2f8VBnjyoqMj4iIiKqfUaNGmb5evHix3ef98MMPUKvVAICRI0cWWx1q7ty5mDhxIgBg+/btGDt2LHQ6XZnirUpjlxYtWgAAjEZjifc7ceIEgILkrMaNG1d6bNZUpT87IiKimq5z586mn/kajQbu7u4YOHBgpd6zYcOGeOGFF7Bnzx5TIaLt27cjPz+/2PMkEgk6duyIWbNmYd26dab2iljvqioxVdQa4dmzZ6HX621e4+7du0hMTAQAFoMiIiJysvKMxwrnfADg+PHjxR5bOOcDVN7Pf3urslelnK5Lly4BKFjDtJWE7qhYiKhiMRGdar3hw4ebqjMtXLiw2EmO3r17w93dHQCwbNkyGAyGMt+3bdu28Pb2BgDs378fBw8eBGCZCFT4fdGEoSZNmiAgIKDM965ohX8OGo0GRqPR6jF5eXlYs2aNI8Oy26pVq2z2HTp0CNevXweAYgdk1oSEhCAkJAQATBVHq6rIyEjT199++60TIyEiIqodio4j8/LybB5X0ouSQOWMK+2Jz2g0mioXEBERUc0yatQo1K1bFwCwcuVK7Nu3r8Rzrly5gvnz5wMA3Nzc7NoZbt68eXjppZcAANu2bStzMnpFjq3K65FHHjF9ba2qZ6H4+Hj8/fffAIBu3bqZihk4Gsd9REREjjVy5EgoFAooFAoMGjQIHh4eDrmvXC5Ht27dAAB6vR5ZWVl2n9ulSxe4ubkBqNj1rqoQU0WsEapUKmzZssVmf9ExYWnXGomIiKjilXU8Vq9ePTRv3hwAsHnzZlOVcWsK51HEYjEefvjh8gdtRdFd+DQajc3jqlJOV+HLe8XN3505c6bERH8iqnqYiE61nkQiwTvvvAOgYOu0X3/91eaxSqXSVKnpzJkzmD59erFvuGdmZmLp0qVW+8RiMbp37w4A+P3335GcnAypVIqHHnrI7LjCSpaXLl3CP//8A6BqVUMHgLCwMAAFA4UNGzZY9BsMBrz++uu4d++eo0Ozy48//oj9+/dbtGdmZuL//u//ABQ8Jy+++KJZ//r164sdHN28edM0QdWoUaMKjLji9enTB507dwZQ8JJFcRNvQMFnW7t2rSNCIyIiqpEKx08AbI4/ly9fjq1bt5Z4rcoYV9oT3wcffIAzZ86UGB8RERFVP+7u7vj2228hEolgNBoxatQo/PXXXzaPP3PmDAYNGmSaJ/n0009Rv359u+41f/58UzL61q1b8cILL5Q6Gb0ix1blFRERgY4dOwIAVq9ejZ07d1oco9FoMGXKFNO8YuF8ozNw3EdERORY06dPR1JSEpKSkiq0MNDu3buLXYdTq9Wm3Z49PT3h6+tr6ouOji52/BUTE2Ma55VmvasqxvSgsq4RPug///mPqep5UefOncNXX30FoKASfP/+/cscKxEREVWM8ozHCuewVCoVZsyYAUEQLI754YcfsHfvXgDAgAEDEBQUVO6YrSlaaOrGjRs2j6tKOV2FsRw+fNiUT1VUamqqXcUtiKjqkTo7AKKqYPDgwfjss89w4cIFpKamFnvszJkzcfDgQRw9ehQ//fQTjhw5gjFjxqB9+/bw8PBAVlYW4uLicODAAWzfvh0uLi54+eWXrV6rZ8+e2LZtm+kN//bt28PT09PsmJCQEDRs2BC3b982HVfVEtEHDx6Mjz76yLSIdu7cOTzyyCPw8vLCxYsXsWzZMpw+fRoPPfQQDh8+7Oxwzfj5+cHV1RVDhw7FK6+8gscffxxubm44e/YsFi5ciJs3bwIAJk+ebHqzsdD//vc/TJs2Df3790ePHj3QuHFjeHh4ICMjAydPnsSyZctMk2QlTVBVBd999x369u2LtLQ0TJkyBb///juGDh2Kpk2bQiqVIj09HefPn8euXbtw8OBBPPXUU3j22WedHTYREVG11K5dO7Rs2RKxsbH44YcfoFKpMHz4cAQGBuLOnTv47bffsHHjRrvHTxU9ruzbty/8/f2RkpKC2bNn49atW3jqqafg6+uL69ev46effsI///xTJcd3REREVDEee+wxzJs3D2+//Tays7MxdOhQPPHEE4iKikJ4eDgkEgkSEhKwdetW/P7776bqSjNmzMCYMWNKda/58+dDEAR8//332LJlC1588UX88MMPkErtm76u6LFVeX355Zfo27cvNBoNRo4cifHjxyMyMtI0V7Zo0SLExsYCAKKiojBgwIBKj8kWjvuIiIhqhnXr1mHdunXo3bs3Hn30UbRs2RI+Pj7Iy8vDlStXsHz5ctP4Y8yYMWbjrFdeeQXvv/8+IiMj0bVrV4SFhcHFxQVpaWk4dOgQvvvuOwCAVCrF2LFjq3VMRZVnjbCo1q1b4/Lly+jduzfeeOMNdO7cGXq9Hnv37sWiRYuQk5MDkUiEBQsWQCaTlSlWIiIiqhpeeOEFrFu3DjExMVi3bh3u3LmDiRMnIjQ0FGlpaVi3bh2io6MBFBQ7nTt3bqXF0rVrV9PX7777LmbMmIHAwECIRCIAQHBwMKRSaZXK6Xruueewfft25ObmIjIyEtOmTUP79u0BAEePHsU333yDpKQkdOnSBUePHq3UWIioYjERnQiASCTCu+++i1GjRpV4rFwux/r16/H6669j/fr1uHTpEt59912bx/v7+9vsezDxx1YiUM+ePU0DleKOc5YGDRrgs88+w+uvvw61Wo0vvvgCX3zxhdkxQ4YMwdixYzFo0CDnBGmDq6srVq5ciWeffRZffvklvvzyS4tjhg0bhlmzZlk9PysrC2vWrLG5RY1EIsF///tfpy4o2iskJAS7du3CmDFjcP78eezZswd79uyxefyDyW1ERERkP5FIhCVLlmDgwIFQqVTYsGGDRRWCli1b4scffyx2oatQRY8r3d3dsWTJEowaNQpqtRo//PADfvjhB4trzZ8/37SFMhEREdU8L730EoKCgvDWW2/h1q1b2LFjB3bs2GH1WH9/f3zwwQcYOXJkme61YMECAMD333+PzZs348UXX8SKFSvsSkav6LFVebVu3Rq//fYbxo4dC5VKhaVLl1rdNXHgwIFYsmRJpcdTHI77iIiIag6dToe//vqr2J1soqKi8N///teiPSUlBT/++CN+/PFHq+e5urriyy+/RLt27ap9TEXPL88aYaE2bdpg4sSJmD59umkX7qIkEgk+/fRTPPnkk2WKk4iIiKoOiUSC1atXY9SoUTh48CBiYmJMO7wUVb9+fURHR6NBgwaVFktYWBgGDx6MDRs2WM3vOXPmDBo1alSlcroGDRqEUaNGYdWqVbh37x7efvtts36JRIJPPvkEKpWKiehE1QwT0Yn+FRkZiYiICJw8ebLEYz08PLBixQpMmjQJv/76Kw4dOoR79+4hNzcXHh4eCA4ORvv27fHYY48VO6nQpk0bKJVKqFQqALYTgXr16mVKGGrSpInZ9ipVxfPPP48mTZrgq6++wpEjR5CZmQlfX1+0bt0ao0aNwuDBg61ubVcVdOjQAfv27cOiRYuwc+dO3L17FwqFAm3btsWLL76IqKgoq+dt3rwZO3bsQExMDK5cuYKUlBSkp6fD1dUVwcHB6NGjB1588UWHLHBWlLCwMOzbtw+bNm3Cxo0bceLECaSkpECv10OpVCI8PBydO3dG//790b17d2eHS0REVK21bdsW+/fvx8KFC7Fr1y4kJibCw8MDYWFhiIqKwksvvQQXFxe7rlUZ48q+ffvi77//xsKFC7F//36kpqbC29sbzZo1w7BhwzB69GgkJCSU7kMTERFRtfPkk0/ikUcewfr167F9+3acOXMGKSkpMBqN8PX1RcuWLfHEE09g2LBh5X5pvbAy+vLly7Fp0yaMHz8ey5cvtysZvSLHVhWhd+/eOHnyJJYsWYKdO3fi+vXrUKvV8PPzQ6dOnfD888/j8ccfd1g8xeG4j4iIqPqbM2cOHnnkEezfvx8XLlxAUlISUlJSIJFIEBgYiE6dOmHEiBHo27evxbkxMTHYtWsXYmJicPPmTSQnJyMzMxNubm4IDw9Hnz598OKLLyIoKKjax/Sgsq4RPmjMmDFo1aoVFi9ejJiYGKSkpMDHxwc9evTA66+/bqr0SURERNWfUqnEn3/+ifXr1+O3337D6dOnkZ6eDnd3dzRt2hSRkZEYP348PDw8Kj2WZcuWoUOHDti4cSOuXLmCnJwcGI1Gi+OqUk7XN998g4cffhg//vgjzp8/D61Wi7p166J79+6YOHEiOnbsiDlz5jgkFiKqOCKVSiU4OwgiIkebNGkSVq9ejaCgIJw7d87Z4RARERERERERERERERFRJauoNcI2bdogISEBzz33HBYvXlyBERIREREREVUvYmcHQERERERERERERERERERERERERERERETVCxPRiYiIiIiIiIiIiIiIiIiIiIiIiIiIiKhUmIhORERERERERERERERERERERERERERERKXCRHQiIiIiIiIiIiIiIiIiIiIiIiIiIiIiKhUmohMRERERERERERERERERERERERERERFRqYhUKpXg7CCIiIiIiIiIiIiIiIiIiIiIiIiIiIiIqPpgRXQiIiIiIiIiIiIiIiIiIiIiIiIiIiIiKhUmohMRERERERERERERERERERERERERERFRqTARnYiIiIiIiIiIiIiIiIiIiIiIiIiIiIhKhYnoRERERERERERERERERERERERERERERFQqTEQncgC1Wo2bN29CrVY7OxSqhfj8ERFRTcKfa+RsfAaJiKim4M80cjY+g0REVJPw5xo5E58/IiKqSfhzjZyJzx9R2TARnchBdDqds0OgWozPHxER1ST8uUbOxmeQiIhqCv5MI2fjM0hERDUJf66RM/H5IyKimoQ/18iZ+PwRlR4T0YmIiIiIiIiIqNpbs2YNpk2bhj59+qBu3bpQKpVYtWqVxXE6nQ4bN27EK6+8gi5duqBBgwZo2LAh+vbti+XLl8NgMJTqvm3atIFSqbT6KzIysqI+HhERERERERGR05VlHiQlJQUzZ85EREQEAgICEBoain79+mH58uUOjp6IiIiIKoPU2QEQERERERERERGV1+zZs5GQkABfX18EBAQgISHB6nE3btzA2LFj4eHhgYcffhj9+/dHVlYWtm/fjhkzZmDnzp2Ijo6GSCSy+95eXl6YNGmSRXtwcHCZPw8RERERERERUVVUmnmQs2fPYsiQIVCpVHj88ccxaNAg5OTkIC4uDtu3b8f48eMdETIRERERVSImohMRERERERERUbW3aNEihIWFITg4GAsXLsQHH3xg9TgPDw8sWLAAzz33HNzd3U3ts2fPxlNPPYUdO3Zg48aNiIqKsvve3t7emDlzZnk/AhERERERERFRlWfvPEhWVhZGjhwJANi7dy9at25t1q/X6yslPiIiIiJyLCaiO5nBKOCnuDxcVunQ1leGEeFukIjtr7hFRERE5FQaNaBwcXYUJpvj8/HXbTWCPaQY39wdSoXY2SERERGRg/Tp08eu4+rXr48JEyZYtLu7u2PKlCmYMGECDh48WKpE9JroXLoOv1/PgyAAE1t6oIG7xNkhERE5jPj2dUj/2QpIpdA9NhiCb4CzQyKiaixNbcCS2FxkaY0Y0dgNHfzkzg6JiIjIIZYvX47bt29j0aJFFknoACCVMmWJSkdrELDsYg7icwzoFajA041cSrWrIREREVWOWjeqE8eehLFlhLPDMBn/Twb+uJlv+n7/PQ2WPFzHiRERERER2c/trVEQAhpC36IDDK0iYAxrAUhlTonly3PZ+N/xLNP30dfysH2AH3xdmDRFRERE9pHJCsYxEknpxg9arRarVq1CYmIiPD09ERERgU6dOlVGiA6x754Gz+5KhcZQ8P13l3IRE1UXjTxr3VQiEdVC0v3boFgxHyKjEQAg+2sD1K/PhqFNZydHRkT2Unz1PnQDRsDYuJWzQ0FSngG9NyUjMb/g75RlF3Ox8tE6eLqRq5MjIyIiKjt750HWr18PkUiEgQMH4sqVK9izZw/UajWaNGmCxx57DHI5X86q8vJzAVf3ko9zAEEQMHB7Kg4nawEA313MxbQ2HpjVydvJkREREVGtWz1y/fYDaEa9Dn23vs4OBTez9WZJ6AAQfS0f09vq0FTpnAQuIiIiotIQGfQQXz4DyeUzwB8/QpC7wNCsDQwtImBo2QHGRk0AceUnghuMAhadzzFru5Kpx6sHVPi1bx1WQyAiIiK7/PLLLwCARx99tFTnJSUlYcqUKWZtERERWL58OUJDQ+26hlqtLtU9K9Pi81mmJHQAyNMLmH9KhQVdPJwXFFU4rVZr9juRo1XFZ1B+7B8ols+HSDCa2kRaDVy+fA+ZUz+GvollFUdyLheXqrNLG1Ud0rizkJ3YD31ED2iHjIcxKMxpsay5lmdKQgcAAcC809lMRCciomrNnnkQrVaL2NhY+Pn5YdmyZZgzZw6Mxvs/E0NCQrBq1Sq0auX8F8fINrf3xiN/5hcQ/AKdHQqOJGtNSeiFvr2QgymtPODvyqJUREREzlTrEtEBQPHT5zA0bgnBv55T4ziTprPafjBRy0R0IiIiqpZEWjWk545Beu4YAEBwc4ehefv7iekNQoFKSApPVhuRqjZatG9LUGPF5VyMb86kKSIiIirejz/+iF27duHhhx/G448/bvd5o0aNQrdu3dCyZUu4u7vj6tWr+Oabb7BmzRoMHDgQhw4dgqenZ4nXSUxMhE5nfa7I0U6luAAQm7X9fScfCQkZzgmIKlVSUpKzQ6Barqo8g15xZxC2brFZEnohkU4Dz6/ew9XnpyOvvn0vGFHlk8lkCAkJcXYYVIVJTx6E5NQh6B/qC+3gcRACGjg8hlOpluO7c+k6ZOuM8JSJrZxBRERUtdk7D5KRkQGDwYD09HTMmzcPH3zwAUaMGAGdTocffvgBCxYswIgRI3Ds2DG+XFiFiTT5kK//AZqJM50ditUcK60ROJys5Ut+RERETlYrE9FF+blwWTIb+e9+CUic90eQqbWc0AaAU2lajEPV2NqGiIiIqDxEebmQnjwI6cmDAACjlw8MLTrA0DIChhYdINStXyGJ6bbGVQDwn6OZ6BagQEsfvuhHRERE1m3fvh1vvvkmgoKCsGzZslKd+84775h937ZtWyxduhQAsGbNGvz000949dVXS7xOYKDzK0sVyjmcjoJ6nffdUYvh4t8A/i5MmKoptFotkpKSEBAQwO3QySmq0jMou3gKXuuXQmQ02DxGolWjyZpFyJwxD4YGTEYnqi5EggBZzF+QHv0b+ocjoR00BoKPn8Pun6axPmd1WaVHJ3/+/CUiourH3nmQwurnBoMBL730El577TXTOf/5z39w9epVbNiwARs3bsTw4cMd9wGo1KSHdkL35DAYg8OdGkeGjXHVMSaiExEROV2tTEQHAMnVC5Bv/BnaIeOcFoPKxiDppJXqCEREREQ1gTgrA+IjeyA7sgcAYPQNME9Mr+Nfputm2hhXAYDaAEzYm47dT9eFq7Tiq7ETERFR9bZz506MHTsWdevWxebNmyssIXzcuHFYs2YNjhw5YlcielWp/qU3CsjRC1b7zmWJMEBZNeKkiiOXy6vM80e1k7OfQXHcObh++wFE+pLn5cW52fD+8l3kv/sVhMAgB0RHRBVFZDBA9vcmSA9sh67fEGgjnwM8vCv9vuk25qxiM3RMRCciohrlwXkQLy8vU1///v0tju/fvz82bNiAU6dOMRG9ihMJAuRrl0E9Y65T47A1rjqWonVwJERERPSgWl3CSLbpZ4gvn3Xa/VU2KndezNAh38aCHxEREVFVom/WDoKs7Itm4rQkyA5sh8uyT+D+xrNwe3s0FD9+DsnRvUCWyu7rqLTFj51iVXr873hmmeMkIiKimmnHjh0YPXo0fH19sXnzZoSEhFTYtX19fQEAeXl5FXZNRyhup5njXNgjohpGfDMOrp+/A5FWbf85mRlwnTsdopR7lRgZEVUWkU4L+dZouP/fSMg2rgTyK3eslq62vtPCxQwWpSIioprlwXkQd3d31K9fHwDg7W358ldhm1pt/1icnEd69ggkF085NQZbxT5Pp+qgMzLHioiIyJlqdSK6SDDCZclsIDfbKfdXaawPhAwCcC6dC3tERERU9Wle+xC5i/9E3swvoB00FoambSBIJGW+njgxAbK/N8H1m1nweC0Kru+Nh2zbGqCEynTFJUwVWnYxF9sT8sscGxEREdUsO3bswJgxY+Dj44PNmzcjLCysQq9//PhxAEBwcHCFXrey2ZqvAoCjyZyvIqKaQ3z7Blzn/x9E+blW+3WPPA19+27Wz01Pgeu8GRBlpFZmiETV3po1azBt2jT06dMHdevWhVKpxKpVq6weO2fOHCiVSpu/4uPj7b6v9rHBJRZOEOXnQrF+BdzffA6y7WsBraZUn80egiAgzUbC1EWVvsLvR0RE5EzW5kF69eoFALh8+bLF8YVt1W3epDaTr1kKCM5L+M6wMa7KNwi4kM6X/IiIiJxJ6uwAnE2cngyXHxZAPWUWIBI59N62KqIDwKlUHbrUVTgwGiIiIqIykslhbN4e2ubtAYwD1HmQXDkPSewpSC6ehPhmHERlnJiSJFyDJHoxxEm3oXlhhs3j7ElEB4Ap+1U4GCVHoFvZk+WJiIio+tu1axfGjBkDpVKJzZs3Izw8vNjjdTodbty4AZlMhtDQUFN7XFwcGjZsCDc3N7Pj4+LiMGvWLADA0KFDKzz+ylTSfJXeKEAqduwcGhFRRRMl3YbLvBkQ5WRZ7dd1fxyaMW8Aeh1cFs6ENPakxTHi5Ltwmfd/yJ/5BeClrNyAiaqp2bNnIyEhAb6+vggICEBCQkKJ5zz33HNWE9KsVVK1RRf1AvS9n4J840pI922ByGC9KjkAiLIzoVj9DWQ7foN20Fjoez0JSCpm+TRXL0Bj49asiE5ERNVRaedBXnzxRaxZswZffPEFnnjiCSiVSgBAUlISlixZArFYjIEDBzoqfConyY1LkBz/B4bOfZxy/4xi5qyOJmvR3q/sOzgTERFR+dT6RHQAkB77B9L926B/eIBD72tr2xgAOJnKClNERERUTbm4wdCmCwxtuhR8n5sNyaXTkFw8DcnFk5DcvlHqS0r3bYNmxCTAxc1qf6bWvkT3NI0Rk/Zn4PfHfSF28EuIREREVLlWrlyJmJgYAEBsbCwA4Oeff8aBAwcAAN26dcOYMWMQFxeH559/HhqNBj179sS6dessrhUcHIxRo0aZvr979y66dOmCoKAgnDt3ztT++++/49tvv0X37t0RFBQENzc3XL16Fbt27YJOp8P06dPRo0ePyvzYFa64F/xy9QIuqvRoU0fmwIiIiCqWKC0JrnNnQJyZbrVf3+lhaCa8BYjFgFwB9dTZcJ3/FiRXz1scK7l7E64L3kT+258D7p6VHTpRtbNo0SKEhYUhODgYCxcuxAcffFDiOSNHjjRVTy0PwccPmhemQ9t/OOR//AhpzF/FFkoQp6fA5YcFMG6NhnbIOOi7PFLw90A5pKltj6uS8o1IUxvg68JiCUREVH2Udh6ka9eumDJlCr755hv07NkTTz75JHQ6HbZu3YqUlBT897//RePGjZ34iai0FGu/R16HnoDU8elmtiqiA8CxFC0mOjAWIiIiMlfrEtH1TdtCdmK/Rbvi569gaNIaQj3HbftTUoUpIiIiohrB3ROGjr1g6FiwiCjKTIfk4qn7FdOT75Z4CZFBD3HyPRiDrVcrLe4Fvwf9fVeDb87n4LU2TBIgIiKqSWJiYrB69WqztsOHD+Pw4cOm78eMGYOkpCRoNBoABQuo1vTo0cMsEd2WXr16IS4uDmfPnkVMTAzy8vLg6+uLfv36YcKECXj00UfL8Ymco6Rx1bFkLRPRiajaEqnS4Dp3OsRpSVb79W27Qj3pffNqyC5uyJ8+B65zZ0ASH2dxjiT+Clw/fwf5b863+fI0UW3Vp08fZ4cAIaABNC//B7rI5yD/fTmkJw8We7w46TZcFn8Ew5ZfoX1mAgztHirzjsrpJYyrLqr06BnIRHQiIqo+yjIP8vHHH6Nly5b4/vvv8euvv0IkEqFt27b4/PPP8fTTTzvhU1B5iJNuQ/rPFuj7DnL4vYsbWx1LYbFPIiIiZ6p1ieia0VMhvXzGYstNkVYNl8UfIf/9bwCZY7ZrKW5h70qmHllaI7zk5au2QERERFTVCN51oH+oL/QP9QUAiFIT7yemx56EWJVq9TxRRgpgIxHdWuVOFwnweEMXbIpXW/R9eDILveopuE0fERFRDbJ48WIsXry4xON69eoFlUpVqms3atTI6jk9e/ZEz549S3Wtqk5Vwk4zx1K0eLG5u4OiISKqQDmZcJk3A+KkO1a79c3bQ/3ah4DUyss27p7If3MeXD+ZBsndmxbdkqsX4PLle1C/MQeQKyo4cKLa5dChQzhx4gTEYjHCwsLQp08feHh4lPu6xoZhUE/9GOJrsZCv+x7S2JPFHi+5dQ2uC2fC0KQ1NENfgrF5u1Lfs7iK6ABwMUOHnoH8O4OIiKqPss6DjBo1yq4X/ql6kG/8Efoe/Rz6Iq5REKDS2J6zupltQEq+Af6ufMmPiIjIGZya5bxmzRpMmzYNffr0Qd26daFUKrFq1Sqrx86ZMwdKpdLmr/j4ePtu6uMH9fi3rHZJ4q9A/vvysn6cUsssZmFPAHAmjVXRiYiIqOYT/AKh79UfmpffRd4Xa5E/fa7V40QZ1hPUAeuJ6Eq5GF/28EEDN8tJJ50RGP9POnJ09ldSJyIiIqoNitvBDwCOs8IUEVVHeTlwnf8mJHduWu02hLeEetonxSeReyqhfvszGOvWt9otjT0Jl6//B+g5r09UHnPmzMGsWbPw3//+F88//zxatWplsetNeRjDW0L99ufIf+szGMJalHi85Mp5uM2ZCpcFb0J843Kp7pVWUkX0DH2prkdERETkaIZ6IRZt4swMyHasc2gcWVoBxZdOAI4mc86KiIjIWZxaEX327NlISEiAr68vAgICkJCQUOI5zz33HIKDgy3avb297b6vIaIndI8OgmzPRos++bY1MLTuDEPrTnZfrywEQShxYe90qha96rESAhEREdUiIhGMoU2tdonTU2yeZu0FP6VCDB+FGEt7++DpbakWE1TXsgyYeSQTi3r6lCdiIiIiohqluB38gIJd/DI0RvgouIsfEVUTmny4fv4OJDfjrHYbghsjf8ZcwLXkan6C0hf5b38O149fhzg92aJfeuYwFEs+hmby+4CYlfiISqN169b4+uuv0bNnTwQGBiIpKQk7duzAJ598gsmTJ8Pb2xsDBgyw61pqteXueBbCWyH3rc8hPxMDt40/QXq3+IJX0nPHID13DJqInsgbNBaGwKASb5GUrSm2/0K6xr5YqVrQarVmvxM5Ep8/qgguLi7ODoGqIO2g0ZDOP2PRLt+6GrpHBgJeSofEkVHCfBVQUDwhspGrA6IhIiKiBzk1EX3RokUICwtDcHAwFi5ciA8++KDEc0aOHIlevXqV+96a5yZDfOmM1W00Fcs+Qd7sFZU6YMrRCzCU8LreyVRWTiEiIqLaR/DwhiCVQfRAFTlRhu1EdGsv+HnLC5KjegYqMKOdJxacybY45ucreejbwAVRoZyYIiIiIgJKrogOFCzs9WvIBWoiqga0Grh8+T4kV85b7TbWb4T8NxcA7p52X1LwCyxIRv/kNYgzMyz6Zcf2Qjw3A0bfQPvjFIlgbBAC3aMDHbq9PVFV8vTTT5t936hRI0ycOBHNmjVDVFQUZs+ebXciemJiInQ6O9fYfIOAF96Fz/kjqLdvExQq2zvyAYDi5AHITx1EetvuuPvoM9AX8/fHzVQZAJnN/th0HW7dSoBIZF+oVD0kJSU5OwSqxfj8UVnJZDKEhIQ4OwyqgoytOsLQvB0kl8yT0UXqfMg3/Qzt8685JA57EtGPchc/IiIip3FqInqfPn2cd3O5AppJ78P1w1cgemAySpyZDpfvP4X6jTmorNmfkqpLAcCpNA6SiIiIqBYSiyH4+EGUcs+subhE9Eyriej3x3Fvt/fEP3fVOJZiuQj5+qEMRPjLEOzh1KExERERUZVgz5zVMSaiE1F1oNfD5dsPIb1w3Gq30b9eQRJ6GQrSCIENoX7rM7h+Mg2i3CyLfsmlM5DAsmpgSWT/bEH+zC8gKH1LfS5RTdW7d2+EhoYiNjYWWVlZ8PLyKvGcwMBSvAhSqFEjZD8xGLqDO+C65VdIMtNtHioSBPieOQjlvZtQvb0Qgof1mPSJOQBsV0XPNogg86uPem7cQaEm0Gq1SEpKQkBAAORyubPDoVqGzx8RVRqRCJphr8Dtw0kWXbI9G6F7/BkIdetXehjp9uRYpeqgNwqQivmWHxERkaNVu2ybQ4cO4cSJExCLxQgLC0OfPn3g4eFRpmsZg8OhHT4Jil++suiTnjkM2V8boOs3pLwhW6XSllAOHcDNbAPS1QbUceEEFBEREdUugo8f8GAienppE9HFpq9lYhG+610HvTYmI1tnPg7L0gp4eV8G/nzSDxJOThEREVEtZ8+c1bFkFk8goirOaIBi2SeQnjpovdvHD/lvfw6hjn/Zb9EwDPlvzoPrp9MhUueV+TpFiRMT4DJ3BvLf/QLwVFbINYlqAl9fX1y/fh35+fl2JaK7uJT1hTkX4ImhyO/zFGR/bYB8y68Q5VrusFdIknwH7mdjoH90kNV+lS63xDtez5cgtA5f8KtJ5HJ5OZ5BovLh80dElcEY3gL6zr0hPfaPWbvIoIf89+XQTHq/0mOwpyJ6nl7AhQwd2vnyhRwiIiJHq3aJ6HPmzDH73tvbG59++imee+45u85Xq9Xm3/fsD9GZw5CfO2pxrDx6MfJCm8PQMKzsAduQnG3floBH7uXikXocJFV3Wq3W7HciR+LzRxWBE5fkaEYffzz4Kp44w/rWyIIgINNKwpSySCI6AIR4SvF5NyVe2me5dXpMkhYLzmbj7fYlL2YSERER1WT2VEQ/kaKFURAgrqSdBImIysVohOKHzyA7ssd6t5dPQRK6f73y3yq0OfJnfArX+W9CpLVd9bg0JHdvwnX+m8h/+3PA3bNCrklUneXm5uLSpUtwd3eHr6+DdgtQuEAX+Rx0fZ6CfPtvkO1YC5FGbfVQya2r0Nu4TJod46rYDB36NuDcKxEREVVtmqETIDmxHyKj+fhGdng3dP2HwxjStFLvb08iOlBQPIGJ6ERERI5XbRLRW7duja+//ho9e/ZEYGAgkpKSsGPHDnzyySeYPHkyvL29MWDAgBKvk5iYCJ3OPAlc+tgINL9xGbKcTLN2kV4Hl8Uf4fL49yDIKnagci1VAkBR4nH7bqShsd7WFBZVN0lJSc4OgWoxPn9UVjKZDCEhIc4Og2oZwcfPok2UlwNo8gGFq1l7tk6A0UrhTu8HEtEB4NlwN/x1R4011/It+uaezkbvego8FFDyGI2IiIioplJZ2WnmQVk6AXGZejRXyhwQERFRKQgC5L9+A9m+rda73T2hfnMBhHrBFXZLY9O2UE/9GC4LZ0Kkt68ATUkk8Vfg+vlM5L85D3Bxq5BrElVl2dnZSEpKQuPGjc3a8/PzMXXqVGRnZ2PUqFGQSh28rOnuCe0z46HrNwSyzasg+2u9RfIVcmxXTE9XlzyuupjBNUAiIiKq+oTAIOh7PwXZ35ss+uS/LYP6rQWVev8MO+arAOBYihYTWlRqKERERGRFtUlEf/rpp82+b9SoESZOnIhmzZohKioKs2fPtisRPTAw0Gp73vi34P3lfyzaXVPvodnhbcgd+WrZArdBplMDKHlLvht6dwQFsTJndafVapGUlISAgADI5Xz7khyLzx8RVUe2tkcXZaRCCAwya8u0MfnkLbdeoXP+Q0ocSdbiZrbBrN0oAC/ty8CBQXWtJrETERER1Qb2JKIDwNFkLRPRiajKkf++HPJdv1vtE1xckT9jHozB4RV+X0PrTsif+QXka7+D5M4NWH1b2hadxmo1dcnV83D58j2o35gDyPnCNFVPK1euRExMDAAgNjYWAPDzzz/jwIEDAIBu3bphzJgxSE9PR+fOnREREYGmTZsiICAAycnJ+Oeff3Dnzh20bNkSH330kdM+h+DlA+2oVyE9dxSie7fM+kR5thPR7amIflFVMS+wEBEREVU2bdRYSA/uhEhrvlOM9MJxSM4fh6F1p0q7d2kqohMREZHjVZtEdFt69+6N0NBQxMbGIisrC15exSdtu7jY2N4uoge0/YdDvm2NRZfrP39C6P4YjM3bV0DEBXKN9k0snc0w2I6Zqh25XM7/nuQ0fP6IqDox+lhPRBenp8BgkYhufYHfW2E9mdxLLsby3nXwxJYU6B84NSHHgI9PZmHeQ8pSx0xERERU3RmMArJsjK0edDxFizFN3Ss5IiIi+8k2/wL55l+s9glyBfLf+BTG8MorjWds3ArqmV+U+jyRKg2uH78GcfJdiz5p7Em4fP0/qF//CJDy5R+qfmJiYrB69WqztsOHD+Pw4cOm78eMGQMfHx9MmDABJ06cwK5du6BSqeDq6oqmTZvi5ZdfxksvvQRXV9cHL+9wgrunRZvIRkV0QRCQZkdF9EsZehgFAWKR9YIKRERERFWFoPSFrv8wyDeutOiT/7YU+S0jAHHlFHpKtzMR/Xq2AalqA/xcJJUSBxEREVlXI0o9+vr6AijYoq88tEMnwNCoqdU+xZqlgFCKKiYlUNm5qHc3z4jEPEPJBxIRERHVIMVVRH+Q7Yrotoe6Hf3leDfC+guMv17JQ47OvgktIiIiopokS2f/3NdxVpgioipEtvN3KNZ9b7VPkEihfv0jGJu3c3BU9hGUvsh/+3MY69S12i89cxiKJR8DRq4TUPWzePFiqFQqm78WL14MAPDy8sL8+fOxZ88eXL16FampqUhISMDu3bvx+uuvV4kkdMBGIrqNiuiZWgEGO4ZW+QYB8dn8/5uIiIiqB23/4RA8vS3aJfFXID3yd6XdV2VnIjpQUDyBiIiIHKvaJ6Ln5ubi0qVLcHd3NyWkl5lUBvWk9yDILSsGS65fhOT4P+W7fhGZpRgknUrlIImIiIhqF8HHz2q7KD3Fos3W5JNSXnwlqamtPdAzUG7RnqMXsP5G+V5wJCIiIqqOSrOod1Glt/lCIBGRI0n3bYVi1SKrfYJYDPXk/8HQpouDoyodwS8Q+W9/BqO3j9V+2bG9UCyfDxj59y6RM1lNRM+1nohub9VOAIjNsG8XZSIiIiKnc3WHduAYq13y378H9JUzrsmwMrbylFlfBzzG4glEREQOVy0S0bOzs3H16lWL9vz8fEydOhXZ2dmIioqCVCot972EesHQDhlntU+x9ntAry/3PQBAVYqFupOpnIAiIiIi2+7evYtvv/0WgwcPRuvWreHv74+mTZti9OjROH78uNVzsrKy8O6776J169aoW7cu2rRpg/fffx85OTkOjt46wdsXgpUtiUUZlonoZamIDgASsQifdLGs2gAAK+Ny7YiSiIiIqGaxNV/VwU9m0SaAxROIyPmkh3dDsWK+1T5BJILmpZkwdOrl4KjKRggMgvrNzyC4W9+9S3ZgO+SrFlXozq1EVDrW/v8U5eVY3bEgTV26F/yIiIiIqgvdI0/D6F/Pol2ccg+yvzdXyj0zNJb/DuroL7eajH4shTlWREREjlb+zO1yWLlyJWJiYgAAsbGxAICff/4ZBw4cAAB069YNY8aMQXp6Ojp37oyIiAg0bdoUAQEBSE5Oxj///IM7d+6gZcuW+OijjyosLl3fKMh2rYc4LcmsXZx0G9J9W6B/dFC572GtwlSwhwTpaiNy9OYDqNNc1CMiIqJiLFu2DF988QVCQ0PxyCOPwM/PD9euXcOWLVuwZcsWfP/99xgyZIjp+NzcXERGRuLcuXN49NFHMXToUJw9exaLFi3CwYMHsXXrVri4WO4Q41BSKQTvOhCp0syaxVYT0a0vwpeUiA4AbX3laO8rw+k080mp4yk6XEjXoVUdy6QrIiIioprKVkX0xxq44JSVQgnHkrXoU9/J40YiqrUkJw9CsewTiGwkZmtemAF9934Ojqp8jEFhyH9zHlw/nQ6ROs+iX/7XBkDhAu2zEwErL28TUSVz97DenpcLeJgnqZemIvpFVkQnIiKi6kQmh/aZCXBZYpmnJd/4E3Q9nwBc3Sv0ltYqovu5iNHRX469dzVm7SdTtDAYBUjE/DcTERGRozi1InpMTAxWr16N1atX48yZMwCAw4cPm9oKk9R9fHwwYcIECIKAXbt24euvv8bmzZsRGBiIDz/8ELt370adOnUqLjC5Atpnxlvv+uNHwMoEcGlZqzBVRyFGW1/LZKeTqToIrHJCRERENkRERODPP//EqVOnsGjRIvzvf//DypUrsXnzZkgkEkyfPh0azf1JmC+//BLnzp3DtGnTsH79esyaNQvr16/HtGnTcPLkSXz77bdO/DT3CT5+Fm2idPsroisV9g11xza1PhnGquhERERU29iqiN4zUAEXiWX7sRQWTyAi55BcOA6Xb2ZBZLCsQgwAmpFToO/zlIOjqhjG0ObIn/EpBLnCar98y2rINv/i4Khqhs2bNyMqKgqhoaEICAhA27ZtMX78eNy+fdt0zNmzZ/Hhhx9iyJAhCA8Ph1KpRGRkZJnvefLkSTz77LMIDg5G/fr18dhjj2HDhg0V8XHICQR3T6vtotwsi7Y0tfW/n2RWpquYiE5ERETVjb7rIzA0amLRLsrOhHzbmgq9l1EQkGFlzspHLkYnf7lFe45eQCx3nCEiInIopyaiL168GCqVyuavxYsXAwC8vLwwf/587NmzB1evXkVqaioSEhKwe/duvP7663B1da3w2PTd+sIQFG7RLs7MgGzHunJfX2WlcqdSIUaEn+UgKU1jxK0c6xNWRERERAMHDkTPnj0t2rt3745evXpBpVKZdp8RBAE///wzPDw88Oabb5od/+abb8LDwwMrV650SNwlEXz8LdpEGakWbbYSpqxtx2fNM2GucJNaHrvmWh7Uer4MSERERLWHyso2xwDg7ypGe1/LOatjKVoWTyAihxPHnYXLF+9BpLeeuKkZ8iJ0Tzzr4KgqlrFpW6infgxBan2XLsXvyyHbsdbBUVVfgiBg2rRpGD16NOLj4/HMM89g0qRJ6NatG44cOYKEhATTsVu2bMHnn3+OAwcOICAgoFz33bdvH5544gkcPnwYgwcPxrhx45CUlIRx48Zh0aJF5f1Y5ASCu5fVdlFujkVbmo2K6B2trAPGZeqhNXBMRURERNWIWAztsJetdsm2/QZRVkaF3SpLK8BoZaikVIjRxUoiOgAcT2bxBCIiIkeSOjuAKkssgfbZiXD9/G2LLvnW1dA9MhDwUpb58tYqdyrlYnTwsz6xfDpNh0ae/M9FREREpSOTFYwtJJKCEpbXrl3DvXv30LdvX7i7m1cCd3d3R9euXbF7927cvn0bDRs2dHi8RRmtVUTPygD0ekB6f1yUaeUFP0+ZCFI7t9zzkosxONQVq66Y73qj0grYHJ+PZ8PdShk5ERHZpNcDOi4CwJU/W6hqsvWCn1IuRue6chx+YBEvQyPgepYB4d6csyIixxDfuATXz2dCpFVb7dcOeA66gaMdHFXlMLTuBPWU/8Fl0X8hMlr+/az49RsICtdqW/ndkZYsWYIff/wREyZMwNy5c01zJIX0+vvVEqOiotC/f3+0atUK6enpaNasWZnuqdfrMXXqVIjFYmzZsgVt27YFALz11lvo27cvPvroIwwaNAjBwcFl/2DkcIK7h9V2UW62RVu62vZOMw+OqfQCcC1LjxY+1tcIiYiIiKoiQ+tO0LfqCOmFE2btIq0a0oM7oes/vELuY2u+qo5CjE7+1sdPR1O0GNfc+o7IREREVPG4SlQMQ9su0DdvD+ml02btInU+5Jt+hvb518p0XUEQoLJSCUEpF1mtiA4AJ1O0GBRS8ZXfiYiIqOZKSEjA3r17ERgYiFatWgEoSEQHgLCwMKvnhIWFYffu3bh27ZrTE9GFOlYqogsCRJlpEHzvVyWz9oKft7x0G/+MaeJmkYgOACvjcpmITkRUHuo8SC6fg+TiSUhiT0F86ypEgvWFg9pC8PRG7tcbnR0GkVXW5qsAQKkQWd3qGChY2GMiOhE5gvj2dbjOfwui/Fyr/dq+UdAOmwiI7HspuTowRPSEZuJ/oFg6GyIrO1AofvwMULhA3+0xJ0RXPeTn52Pu3LkICQnBp59+apGEDgDSIi+7t2jRokLuu2/fPty4cQOjRo0yJaEDgLe3N6ZPn47Jkydj9erVePtty2JIVHXZroieZdFmrSK6QgJ0tJEsdTFDx0R0IiIiqna0w16G9H8TLdqlh3ZVWCJ6ho35Kh+FGHVcJGjsJcXVLL1Z3/EUFkMhIiJyJK4SFUckKhg0fTjJoku2ZyN0jz8DoW79Ul823yDA2gt7SoUYIZ4SKOUiqB6o7Hkqzfo2o0RERETW6HQ6vPzyy9BoNJg1a5ZpoTUrq2BhzNvb2+p5Xl5eZseVRK22XoWuIgge3lBYadcl3oHe/X786fl6i2O8ZKWLra2XgKZeEsRlGcza9ydqcTElF6GelgvV5BxardbsdyJH4zNYAp0WsusXIbt0GrLLZyC9cRkio6Hk84ioSrBWYUouBlwlInS2tdVxihbPNeaLe0RUybJVcJn/ptVkTwDQ9XwC2udfr1FJ6IX03foCWjVcVsy36BMJAhTLPoEgV8DQsZcToqv69uzZA5VKhVGjRsFgMGDr1q24du0avL290adPH5sv6pfXgQMHAACPPvqoRV/fvn0BAAcPHqyUe1PlEdw9rXfk5lg0pVmpiO6rEKOljWTzWJUeQ8oVHREREZHjGUOaQt8yAtLYk2btkltXIb59HcaG5R9vF5eIDgCd68otEtGvZOqRoTGajiEiIqLKxUT0EhjDW0DXuQ9kx/aatYsMesh/Xw7NpPdLfU2VxrJyCVCwzbFIJEIHPzn+vqsx6zudqoVRECCugRPpREREVLGMRiMmT56MQ4cOYezYsRgxYkSl3SsxMRE6XeW8MOehE2BteS/j6mWo5Pd70nJdAJhPJCmMWiQkJJTqfpG+UsRlWSZYLTmdgldD+FJgVZOUlOTsEKiW4zP4L6MBbndvwvPmJXjevAz321ch1vPvTKLqyloiulJRMF9V312Chu4S3M41f7nkWDJfzCGiyiff9DPEqjSrfbrOfaB58U1AXHMTDPS9I6HR5EOx6muLPpHRCJdvP4R62scwtOnihOiqttOnTwMAJBIJevTogatXr5r6xGIxJk+ejNmzZ1f4fQt3pAsPD7foCwgIgIeHB65fv17h96VKZiMR3dpLMulWEqbquEgQ5CGBh1SEHL35WuHFDP47ioiIiKonffd+FonoACA99FfBrlXlZG1cBQA+ioL8qc7+cqy+arnr8bFkLR4Pcin3/YmIiKhkTES3g3boBEhP7IPIaD64kR3eDV3/4TCGNC3V9awt6gGAt7xgoryDn8wiET1LJ+B6lh6NvbktHxEREdlmNBoxZcoUrF27FsOGDcPChQvN+gsrnmdmZlo9v7ASeuFxJQkMDCxHtMUTy62/gOcvEeAZFGT6Pu9kBgDz8VVdTxcEBdUt1f0m1DXim/gMi51rtqbKMbtHAGRivhBYFWi1WiQlJSEgIAByufXKrESVic8gCipyxuyG/NwRSK+ch1htOclPRNWTteIJSvn9xM5O/nLczs0367+QoUOuzgh3Wc1NACUiJ8tSQbb3T6td+nYPQfPKfwBJzV/q0D0+FNCooVj3vUWfSK+Dy1fvI3/GPBibt3NCdFVXamoqAOCbb75Bu3btsGfPHjRt2hRnz57FtGnT8PXXXyM0NBTjx4+v0PuWNL/i6elp9250VHXYqoguys22aLNVEV0sEqG5jxTHU8wTz5mITkRERNWVvtPDEH5aCJHOvFiBNOYvaIdOKPdLw/ZURLfmWAoT0YmIiByl5s/OVgAhsCH0fZ6GbM9Giz75b8ugfmtBqa6nsjFIUv77tl4HP+uDpJOpOiaiExERkU2FldCjo6MxdOhQLF68GOIHJncKK3HZqrpV2G6tYpc1Li6VOIET2MBqszxbBRS5b7bOMmHKx0Va6tgauABPNVJj/Q3z5KoUtYB/UoCnGnGyqiqRy+WV+/wRlaBWPoM6LWR7/4Rs8y8QZ6Y7OxoiqgRWK6KbJaLL8MdN87GSQQBOpenQM1BR6fERUe0k37kOIq3Got3QrB3Ur34ASGvPnLnu6echUudD/ucqiz6RVgPXhTOR//bnMIY1d0J0VZPx3wJDcrkcq1atQr169QAA3bt3x48//oiePXvi66+/rvBEdKqhpDIIcheItGqzZrsT0V0KxlUtlDKLRPQb2Qbk6Y1wk/LlPiIiIqpmXN2hj+gB2ZG/zZrF6cmQXD4DQ4sO5bq8rUT0Ov8mordUSuEuFSH3gR1njqVwFz8iIiJHYSK6nbSDxkB6YIfF5JL0wnFIzh+HoXUnu69lqyJ64cJehM1EdC2GhbvZfR8iIiKqPYomoQ8ZMgRLly6FRCKxOC48PBz16tXDkSNHkJubC3d3d1Nfbm4ujhw5gkaNGqFhw4aODN86hSsENw+I8nLMmkUZKaavDUYBWVYS0ZWKsi3ajW3qZpGIDgAr43LxVCPXMl2TiKja0+shPbAd8o0rIU5PLvNlBDcPGFp0gLFBCCCqvckVgpzJulR1WSueUFg4AQC62KgwdTxZy0R0IqoceTmQ7d5gtUszZhpQC3+uaodOADT5kO9ab9EnUufBdcGbyH/nCxiD7XvBvKYrrEjevn17UxJ6oZYtWyIkJATXr1+HSqWCUqms8PvaqnqenZ1dofcjxxE8PCFKLz4R3WAUkGFlLdD33/mqFj6WL9AIAOJUerS3sUZIREREVJXpu/ezSEQHAOmhXZWWiO79b46VRCxChJ8M+xPNE89PpGhhMAqQcMdjIiKiSsdEdDsJSl/o+g+DfONKiz75b8uQ3zLC7u1kMrWWyVLA/YSp+m5i1HUVIznffDB1OpXb8hEREZElo9GIKVOmIDo6GlFRUVi2bJnVJHQAEIlEGD16NObNm4f58+dj1qxZpr758+cjJycH06dPd1DkJTPW8YfkgUR0cfr9RHRrSejA/cmn0upVT4FGHhLE5xjM2v+6o8HtHD0aenD4TES1iNEA6eE9kP/xI8RJd0p9uqBwgaFZOxhadIChZURBMpTY+s8nIqoaMkuoiN62jhwyMaB74LCjrDBFRJVEtmcjRHm5Fu36iJ4wNgx1QkRVgEgE7chXIdKoIdu31bI7Nxsu8/8P+f/5CkJgkBMCrFqaNGkCAPD29rbaX9iuVqut9pdV4U5z165dQ/v27c36kpKSkJOTg4iIiAq9JzmG4OYJFJmbAgBRnnkieqbWCKOVKas6/1ZEb+ljfX4pNkPHRHQiIiKqlgytu0Dw8IIox/xFTOmxf6AZPbVcLxFbS0T3kosgFZsXT3gwET1bJ+Byph4trbwESERERBWLmTSloO0/vGDiOzvTrF0SHwfpkb+h79bXrutYqy4F3F/YE4lE6OAnx44E84nPM2k66I2C2WCKiIiIaO7cuVi9ejU8PDzQuHFjzJ8/3+KYyMhItG3bFgAwdepUbN26FV988QXOnj2Ldu3a4cyZM9izZw8iIiIwadIkR38EmwQff+D2DbM2UUaq6WtryVJA2RPRxSIRxjR1x0cnzSfKjAKw6moe3m7vVabrEhFVK0YjJCf2Q77+B0ju3rT7NEEqg6FxKxhaRhQknoc2B6ScdiCqLoyCYLV4gneRnWZcpCK0rSPDiQeKJRxP0UIQBIhEnLMiogqkUUO2fa3VLu1ToxwcTBUjFkMzbgagybdadVCclQHXudOR/+5XEPzrWblA7dGrVy8AQFxcnEWfTqfD9evX4e7uDj8/vwq9b48ePfD5559jz549eOaZZ8z6du/ebTqGqiEPT8u2HPNE9DQb64CmiuhK68lQF1X68sVGRERE5CxSKXRdH4V89x9mzaL8XEjOxMDQuU+ZL20tEd3ngXXATv7WX+Y7lqxlIjoREZEDcEW4NFzdoR00FopfvrLokv/+PfSdHwakJQ9gVDYSppRFFvY6+MosEtHzDQIuq/RoVYeDJCIiIrrv1q1bAICcnBwsWLDA6jHBwcGmRHR3d3ds2bIFn376KTZv3oz9+/cjICAAr776Kt5++224uro6LPaSCD6WC8GijFTAaATEYpsv+HnLy54ENbKJGz45lQXDA3lYP8fl4f/aenILPyKquQQBkjOHIV+/ApL4K3adYghuDEO7hwqqnjdpXa7KNkTkXFlaAdb2mlE+sLDXua7cIhE9Od+IWzkGNPLkVCMRVRzZvq0QZ6ss2vWtOsIY3sLxAVU1Ygk0E/8DkUYD6elDlt3pKXCdO6OgMrqVf1vXFqGhoXj00UexZ88erFy5EmPGjDH1LVy4EJmZmRg2bBikZXyBUqfT4caNG5DJZAgNvV+lv3fv3ggJCcG6devw8ssvm+ZkMjMz8fnnn0Mul2PEiBHl+3DkFIKbZSL6gxXR09Q2EtH/rYhe11WMOgox0h+Y17qUwZ2RiYiIqPrS93jcIhEdAGSHdpUzEd1yxspHYTlfZc2xFC3GNnMv872JiIjIPlwdKiXdI09DtmMtxCn3zNrFKfcg+3szdP2GlHgNWwlTXrL7SU0RNrbeO5mqZSI6ERERmVm8eDEWL15cqnO8vb0xZ84czJkzp5KiqhhCHX+LNpFBD1FOJgQvH5sV0R9MmCqNem4SPN7QBdseeCnwdq4Be+9p0LeBS5mvTURUVUkunID89+WQXIu163hDSFNonxkPQ5suACsgE9UI9hROAIDO/nIsQa7FccdStExEJ6KKo9dBtjXaapfu6ecdHEwVJpVCPeV/cFk4E9LYkxbd4pS7cJ03A3kzvwS8lI6Pr4r47LPP8Pjjj+P111/Hli1b0KRJE5w9exb79u1DUFAQPvroI9OxcXFxWLhwIQBArS6YF7hy5YrZ7nFF52Du3r2LLl26ICgoCOfOnTO1S6VSfPXVV3jmmWcQGRmJIUOGwMPDA5s2bUJCQgI++ugjNGrUqLI/OlUCwd1KIvqDFdFLSEQXiURo4SPFwUStWT8rohMREVF1ZgxrAWNAA4iT7pi1S84cAXIyAQ/vMl03w8qcVZ0H5qv8XCQI85TgerbBrP1Ysvl4i4iIiCpH2TN0aiupDNpnJljtkm/8Cci3XIh7kLWFPS+5yKy6Zgc/68nmp9NYDYGIiIhqD6OPZSI6AIjSUwAAKq21up2At6J8w9wxTd2stq+MK3msR7WTSJUGacxuyFd+AcXyeZBtjYb4xmXAaCj5ZPp/9u47PIqq7eP4d2Z7egFC712KNFEBQWyPIojlVRG7qI8dUcQuKCpFFB8UbCiiiFhARbAg2EBA6SBNgmCQTnqyfef9I4IsM5u62U3C/bkuL+Wc2dkTCWH2nPv8jogidftG7OPuxzHhgVIVofsbNMV5zzM4R7+Ov1NPKUIXogYJFZyQdMJJM8UddSyEEOFiXv4dauZBXbu/RXv8bU+N/ICqMqsN1/Bni06nMaDu3Y1j4oNQkGfYfzJo1qwZ33//Pddccw3r1q3j9ddfZ+fOndx6660sWbKEtLS0Y9ceOHCA2bNnM3v2bObNmwfAwYMHj7XNnj271O971lln8fXXX9OzZ0/mzZvH22+/TZ06dXj77be55557wv51isgwLET3uMD777PQkRDPVccXTLVP0q8D7inwhwxdEEIIIYSo8hQF7xnn6Zv9Pswrfyj3bbMMnq1OTEQH6G6Qir4txxdyzksIIYQQ4SMxReXg63k2/q8+1B1VruTlYP3qIzyX3VTs640KphJPSO2s7TDRMNbEnoLgwpU1h2VRTwghhBAnDy1UIXrWYWjaOuTi3InPVmV1XkM79WJU9hUG33/hXy4OOf3UdpgqdH9RA+TnYtq6HtOWNZg2r8W0d5fhZVpMHP62p+Jv3xV/uy4EGjSVwl1RJah/bsM6923MG1aW6vpAWkM8l96Er2c/UOVnoBA1UWlPmmkcZyLNoXLAGXz9qkMyZyWECJOAH+uCDwy7PAOvledpIzYHzhHjcIwbgWn3dl236a8dOCaNwvnQC2A33nhd0zVs2JCpU6eWeF2fPn3Izs4u9X2bNGlS7PXdunXjk08+KfX9RNVnVIgOoBTkoSWlApAZMhH9389S7ZKNA6m2ZnnpmWar4CiFEEIIUVXMmTOH5cuXs27dOjZv3ozH4+HVV19l6NChhtfn5uYybtw4vvjiCw4ePEhaWhqDBw9m1KhRxMXFlem9Fy9ezKRJk9iwYQOKotC5c2dGjhxJ3759w/GlGfKdeS62z2bo2i2/LMJ3ziVlvp+maaUuRD+ttpWP0p269tWHPXLasRBCCFHJpBC9PFQVz5W3F6WInMDy9Ry8/Qcdm2wykmPwkHTioh4UpaKfWIi+KdOL269hM8lkuxBCCCFqPi25lmH70UT00AVTFXtWMqsKQ1vG8sKG4MQ4bwA+3FHIPR2NFx1FDeYqxLRt47HCc/WvP1A040T+4ymF+ZjXLMW8ZikAgcRk/O2KitL97bui1a4nhTQiotQ9O7HOfQfz6p9LdX2gVhqeS27E1+s8MMkUghA1WaiTZpJOWNhTFIXuta0s+MsV1L4h04vLp2E3y99rQoiKMa3+GXVfhq7d37A5/s6nR2FE1URMHM6RE3A8PxzT37t03ab0zdgnP4ZrxDiwSpGrEOWlxSYYdxTmwz9rg6VJRG+XbPz5aku2TwrRhRBCiBpk7NixZGRkkJqaSlpaGhkZ+s86RxUUFDBgwAA2btxI//79ueKKK9iwYQNTpkxh2bJlLFy4ELu9dAXVc+bM4fbbb6dWrVoMGTIEgHnz5jF48GBmzJjBJZeUvSi8NLS0hvhbtNedvmnasQnl4F60OvXLdL9cr4bfYMrqxPkqgB4GiegAvx6UQnQhhBCislUsKvIk5u/QHd8p3XXtituF9fOZxb4226BgyqhYqmst/UOSNwCbs7xlGKkQQgghRPUVSDFORFez/ilEdxsXTFU0ER3g2tbGKXEz/yhEK0UBsqjmPG5MW9Zinfs2jrF3E3vnQBwvjsL61RxMu7eXqgjdiJqThWXFYuzvvEDsyGuIefBqbG+Nx7zs22MbLISoDMr+DGzTnsHx+C2lKkIPJKXiun44hePfx3fWhVKEHkXz589n8ODBNGvWjLS0NDp16sQtt9zCnj17gq7Lzc3l0UcfpUOHDtSpU4eOHTvyxBNPkJ+fH6WRi+om1DHFRuEJPWobz1mtPyKp6EKICtI0rPNnGXZ5Lx4KqixpFCs+CddDkwikNTDsNm9Zi/2Vp8AnawxClFuscRKpUvBvmMERg0T0WLOC47gNe+2SjBPRZQ1QCCGEqFmmTJnChg0bSE9P5+abby722pdffpmNGzcyfPhw5s6dy+jRo5k7dy7Dhw9nzZo1pTrhByA7O5uHHnqI1NRUfvzxRyZOnMjEiRP58ccfSUlJYcSIEeTl5ZV8o3LynXmeYbt5+XdlvpdRGjoYJ6KfkmwhxiAg4beDMl8lhBBCVDZZSa4Az5W3YX5qla7d/MN8PBdcgVa3keHrjJI7jXbrda1lPAm15rCHLgZF6kIIIYQQNU5sPJrFiuINniRSskInoqsKxFkqnsTZNN5Mv/o2ftjrDmr/I8fH8gMezqwr6VQ1it+H+uc2TFvWYtq8BtMfm3Tfd5VBPXwA9eevsPz8FQCBeo3wt+uKr30X/G1PhfikSh+DqNmUQ/uwfj4T89JvUDTjSfvjafGJeC4eirf/JZKUGWWapnH//fczY8YMmjVrxuWXX05cXBz79u1j2bJlZGRk0LBhQyC8aUni5GUUnABlS5j67ZCnRiZ4qn/twLT2l6ACs5rA5PPRID+P2Lh4TOaaNU0cSGuA78zzwWG8uVRUXaaNv2La/YeuPVCnPr7TKu/4+JpES0rFOepFHM/ei3rkgK7fvH4F9hceItC4ZeWPJTYef5deBBq3qPT3EiJSQiWiKwW5x/7bKBE9xR78TJVkU6kfo7K3MPjaLVKILoQQQtQo/fr1K9V1mqbx3nvvERcXx8iRI4P6Ro4cyVtvvcXMmTMZMWJEiff67LPPyMnJ4ZFHHqFBg383qTZo0IBbb72VcePG8eWXXx5LSg8372lnY/3gFRS/P6jd8ssivIOuK9MpsaGCE1IM5qvMqkKXWhaW7Q9e21l12ENA01DldFohhBCi0tSsFYYICzRtjff0c7CsWBzUrgQCWD+Zjvvu0YavyzZI7jRKl+qcaryot/awTEIJIYQQ4iShKGgptVEO/B3cnBm6ED3BooRtMumG1jG6QnSAd7cXSCF6dRcIoO7ZWVR0vnkNpm0bUFyFYbm1pijlT0zfl4G6LwPLks8B8Dduib99V/ztuuBv0wkcsWEZo6j5lMxDWOe/j/nHBSh+X4nXazFxeC68Cu95l0vRXhXx2muvMWPGDIYNG8b48eMxmUxB/T7fv7+vx6cljR49+lj76NGjmTx5MlOnTi3VIpU4uYVORNc/V52aasGkoDsa+bdDNS9hyrRmGfZXntQtntYUjmgPoBIFvvoI56hJaLXrRXsoogxCpaF7BlwjJ7SUgZaahvOhSTieuxc1J1PXb96yFrasjcxYPn8X940PFp2yI0QNoMXGG7YrBf+eRJRlkIiealAs1TbJwt7C4HmnLdklf34TQgghRM2Tnp7Ovn37OOecc4iNDV4HiI2NpWfPnixevJg9e/YcC6cIZenSpQD0799f13fOOecwbtw4li1bVmmF6CQk4e94GuZ1y4Oa1f0ZqH9uI9C8balvFToR3XgdsEdtq64QPdejsT3HR9sQJ9IIIYQQouJk5raCPJffgvm3H3UL+5bffsCbvoVAi3ZB7W6/hvPEVTqM06WSbCotEkyk5wYvdK05XPMW9YQQQgghQgkk10Y9oRBdzToMlP6kmfK6qLGDFFsOmSdMdH2+y8n4noGwvpeoZJqGsj8D0+a1mLeswbRlLUp+bsmvK4VAYjL+dv8Ui5/SDS0+EdP2jcfS1dXdf5S7MN301w5Mf+2Arz9CU1UCzdr+W5jeqoMkVgsdJTcLy4LZWBZ/VqpUf83uwHv+FXj+cyWEKKgQked0Ohk/fjxNmzZl3LhxuiJ0APM/6cXhTEsSJzejRHSLiuGRxrEWlVOSLWzIDA5LWHWwhoUnaBq2D6fW2CL0mk49tBfHhAdwPvo/tORa0R6OKAV12wZM2zfo2gNJtfD1Oj8KI6retLoNcT30Ao7nhgclNUea4vdje3sCWKz4zjgnauMQIly02DjD9uBEdP2zg1FqZ7tkC0tOCEA47ApwyOmntkP/GUAIIYQQNVd6ejoAzZs3N+xv3rw5ixcvJj09vcRC9KP3atFCfzLR0baj11QW35nn6wrRAcy/LMITjkJ0g7BPKCpEN/LbQY8UogshhBCVSArRK0irUx9v/0FYF83V9Vm+/gj3XU8FtYVOlzJ+SOpSy0p6rjOobWu2j0JfgBizFD4JIYQQouYzKhpRsooS0bM9+uLexBDPVeVhMykMaRnDq7/nB7W7/PDxzkJubWe8+CiqDiU3C8tn72JevRQ1+3BY7qnFxBUVgrfrgq99V7T6TXRHSfo79cTfqWfRLwryMG1dd6ww3fT3rnK9rxIIYErfjCl9M8x/H81swd+6I94Lr/r3vcTJqyAP61dzsHz7CYrbVeLlmsWK99xL8Vw0BBKSKn98okyWLFlCdnY2Q4cOxe/3s3DhQtLT00lMTKRfv35BC1LhTEsSJ7dQJ/gpIU6aOa2OVVeI/nehn78L/DSIrRmFU+ruP3QbIkX1oh7ci33CgzgfmSx/31UD1i+N09C9F14JFuNiAlG8QMPmOEdOxDF+BIqzIGrjUDQN2xvPotls+Lv2jto4hAgHLTbBsF0pyDv230eMEtHtRoXoxsu0m7N89JVCdCGEEOKkkptbtKktMTHRsD8hISHoutLc6+hrjhcfH1/q+wC4XCXPNRtq1xWrPQb1hJNozSu+I/fSm0p94tXBAuOwlRjFh8uln8vqlGAcCrRiv5P/ayzPV9WFx+MJ+rcQkSTffyIc7HZ7tIcQcVKIHgbeQddh+fkrFFdwwbhp23rdtUbpUgBJIY6N6VLLyic7g+8b0GDDES+np0n6oRBCiKpp/vz5TJ8+nfXr11NYWEhaWho9evRgzJgxQQVQ6enpTJo0iRUrVrB3716Sk5Np06YNt912GxdddFEUvwJRlWgptXVtissJzgLDRPRwFqIDXN9aX4gO8O72Qoa1jQ1ZnCWqAGcBjueHo+7dXaHbaDY7/jadi4rP23cl0LgFqGWYsIyNx9+tD/5ufQBQso8UFaZvXotpyxrUg3vLNS7F58W8eQ3mzWvwnH85nqv+C2ZJ9DjpOAuxfPsJ1q/noBSWXFykmcx4zx6Id+C1aEmpERigKI9169YBYDKZ6NWrFzt27DjWp6oqd955J2PHjgXCm5YkTm5Gc1bFnf7SvbaVt7bqf+6sOuShQawjrGOLFvPqn6M9BBEGpr27cLwwEueoF+X0jypM3f0H5g0rde1abALefhdHYUQ1R6BZG5wjnscx8SEUTzmLSMJACQSwvzoG1/3P4+/QPWrjEKLCYmKN2wuK5o58Ac0wOMEoEb19iFTOLdle+taXNUAhhBBCRN/+/fvxest3Ap7Spgup65cFtal5OeT89C25LTuW6h67DpoB/cbkwkN7ycgxfk19m5297uBnr+X7nGRkZJXqPUXVceDAgWgPQZzE5PtPlJfFYqFp06Zlek1paqw++ugjPv/8c37//XcOHz6Mpmk0atSIs88+m3vuuYf69euX+v06duxIRkaGYV+vXr1YsGBBmcYPUogeFlpCMr6e/bH8GPwboORmQ8AfVKQSKhE9VMFUl1TjSai1h6UQXQghRNWjaRr3338/M2bMoFmzZlx++eXExcWxb98+li1bRkZGxrGHpFWrVjFw4EC8Xi8XXnghgwYN4tChQ8yfP59rrrmGhx9+mIcffjjKX5GoCrRkfSE6gJJ5iByP/nko0RrewvA2SRZOr2NlxcHgXc+bMr2sO+KlSy1J5quSNA37W+PLVYSumS34W56Cv31X/O26EGjeDszh++ikJaXiO/0cfKcXHUuvHN5/rCjdtHltuZLbrd9+imnnNlx3PWW4eUPUQG4XlsWfYV3wAUp+yek1mqri63MhnkHXodWqG4EBioo4fLjo58Crr75K586dWbJkCa1bt2bDhg0MHz6cV155hWbNmnHLLbeENS1JnNyMCtGLe64q7qjjS5rWjEJ0kxSi1xim3X/gePFhnCMngj0m2sMRBizzjdPQPedfLr9nYRBo3QnnI5Oxvf8y6q7tKH5/VMah+LzYX34M54MTCbTpFJUxCFFhqgktJg6lMDi0QCkoet7OCrEOaJSI3ibJeK5hS1b5ir2EEEIIUX0dncPLyTGuri4u5TzUvXJzc0lJSQnqy8vLK/V9AOrWLf9csrn/QDihEB2gQfoGEs8uXSCZdqgA0G+oPaVZQ8yq8bzV6Rl5zN0dvKb3Z6FKYloDEsIcZiUqh8fj4cCBA6SlpWG1yjqsiCz5/hORVJYaq08//ZSdO3fSo0cP0tLS0DSNjRs38tprr/HBBx/w9ddf065du1K/d0JCAnfccYeuvXHjxuX6WqQQPUy05Fq6NkULoOTnoiUkH2szSkGAoqOOjXRKtaAqRSnox1t7WI5/EEIIUfW89tprzJgxg2HDhjF+/HhMpuDEYJ/Pd+y/x48fj9PpZNasWQwYMOBY+6hRo+jVqxcvv/wy999/PzabbLw62QVCFKKrWYfJ8eh3dYZ6rqqI61rH6ArRAWZuL5BC9CrK8tUczKt+KtW1mqoSaNb2WOG5v1UHsEbuZ49Wqy6+sy7Ed9aFoGko+zMwbV6LecsaTFvWlqrIGMC0YxOOJ2/FfeeT+Nt3reRRi6jxerD88CWW+e+j5mSWeLmmKPjOOBfP4BvQ0iQNu7oIBIqKV6xWK7NmzaJevXoAnHnmmcyYMYPevXvzyiuvcMstt0RzmKKGMQpPKO65qnmCiRSbSuYJr1t1qGbMWSn7MzD9vUvX7uvaG9d9YyM/oErgcrnIyMigUaNGNeeo0LxsHM8Nx7R3l67LtON37JMfwzViXESf9UTJTPszMK/6Udeu2R14z700CiOqmQLN2+J8clrE3s/60RtYF3yga1c87qKNIQ+/SKBZ24iNR4hw0mLjDQrRi4q6jpShED3WotI03sSuvODNIVuyfLprhRBCCFGztWjRAoCdO3ca9h9tP3pdSfdau3Yt6enpukL0o6crluY+QMXmCzr1IJBcCzUrOHzHtn45Pi0AjpI3Hef6nbq2BItCXEzoEITT6/p0hega8HueytkNasj8x0nCarXWnDkrUe3I95+IhLLUWL377ruG35MzZ87k3nvvZdy4cbz77rulfu/ExEQeeeSR8g/+BFKIHiaBhBTDdiUnK6gQPccgXQpCH3UcZ1Fpk2hmS3bwpNOaw5KGIIQQompxOp2MHz+epk2bMm7cON0DEoD5uEThXbt2oSgK5513XtA1jRs3pn379qxcuZKCggIpRBeGG/4A/IcPUuirp2sPddJMRQxu6uCRlTnkeoN3B36y08kzPRKJs0iCQlWibl2H9eM3ir3G37jlv4XnbTqBI8TR2pGmKGj1GuOr1xjfOZdAIIC6Z+e/ielb16O4CkO+XM3Lxj7hQTxX3IL3oiGgyvdmjeHzYV76NdbPZ6JmHizdS3r0xTP4RgINm1Xy4ES4HU0kOvXUU48VoR/Vvn17mjZtys6dO8nOzg5rWpI4uRklooearwJQFIUetS18s8cd1L72iAePX8NqCu8pNZFmDpGG7uvWJ8IjEWUSn4Rr1CQcz96DenCvrtu8ZS32V57Cde8zYDY+iVJEnuObj1E0fYCLt/8lECd/f1VXnv+7FdxOrN/N0/UprkIcEx/C+ehkAg2bR2F0QlSMFhsPh/YFtR0rRHeFKES36edKAdolWfSF6NleNE1DUar385QQogrzeTFtWIlp51Yo60kpCgQaNMN36hkQG1854xPiJNSiRQvq1at3bH00NvbfNYuCggJWrlxJkyZNjqWiFqdXr1588sknLFmyhB49egT1LV68+Ng1lU414TvjXKwLPwxqVjxuzKt/xtf7ghJvYXTaTHHzVQA96hgHSP16yCOF6EIIIaqMstZYhdoYMXjwYO69996Qm9kiRQrRw0RLTDZsV3IzgX8nUo3SpQCSijnquEstq64QfUeujxxPoFIKrYQQQojyWLJkCdnZ2QwdOhS/38/ChQtJT08nMTGRfv360bx58MJiu3bt+OOPP1i0aFFQInpGRgabN2+mQ4cOul364uSkpRgnonuPHDJsTyzmuaq8Yi0qVzSP4e1tBUHteV6Nz3Y5ubZVFSliFihZh7FPHYMS0D93a/GJuK6/H3+7UyE+KeJjKxdVJdC4JYHGLfH+5//A70PdtR3Thl+xLpyN4nHrXqJoAWwfv4lpx2Zctz4sC0LVXcCPecUSrJ/NQD3wd6le4ut8Op7LbibQtHUlD05UllatWgFFaQRGjra7XK6wpiWJk1dA08gxOMWvpJNmute26grR3X7YlOmla+3qfWqMUSG6pqpFxRaiStOSUnGOehHHs/cabt4yr1+B7bVncd/5BKjGRYEiciw5R7CtWKxr1ywWvBf8XxRGJMJGUfAMvQfF7cLy81f67oJc7BMewPnoFLS6cnKPqF40g8/ZJRWipxgkogO0TzbzVUZwW55XY0+Bn0ZxsowrhAizgB/zL99hnfcO6uH9FbqVFhOHZ8AQvOddBrbQycRCiNJRFIXrrruOCRMmMHHiREaPHn2sb+LEieTn5zNixIig1xQWFrJnzx4cDgeNGjU61n7ppZfy1FNP8cYbb3DttdfSoEEDAP7++2/efPNNUlNTufjiiyPydfnOOE9XiA5g/mVRqQrRjWqskksoRO+QYsFuAtcJ+2xWGZx8LIQQQkRLWWusQvn222+BohqssvB4PMyaNYv9+/cTHx9P165d6d69e5m/jqNkBiNMjk89P56SkxX0a6N0KSh+x17XWhY+2KFvX3fYS9/6khIrhBCiali3bh0AJpOJXr16sWPHv395qarKnXfeydix/x5h//jjj7Ny5UpuuOEGLrzwQlq2bMmhQ4eYP38+TZs25Z133on0lyCqKC0xGU1VdYXF/iMHwSDEsLI26l3fWl+IDjBzW6EUolcVPh/2qWNQT3gGB9AUFdcdT+I/pVsUBhZGJjOBFu0JtGiPv1tv7FOeNEz7BDCvXUbM6Ntx3fM0gcYtIzxQUWGBAKbVP2Od+w6mvbtK9RJf+654Lr+FQMtTKndsotL16VOUuLx9+3Zdn9frZefOncTGxlKrVi3S0tLClpZU3c2ZM4fly5ezbt06Nm/ejMfj4dVXX2Xo0KGG1+fm5jJu3Di++OILDh48SFpaGoMHD2bUqFHExcWV6b0XL17MpEmT2LBhA4qi0LlzZ0aOHEnfvn3D8aVVujyvRkBfh15iIfppIRKmfjvkqdaF6ErmIUzpW3Tt/nZdJJ25mtBq1S0qRn/uHsNnQ8tvP8B0O+5bHpITZKKszopvUQL6FE5fn4vQklKjMCIRVqqK++YHwePCsvJ7fXdOFo7xI3A+9j+0WnWjMEAhykeLMdjw/U8hemaIQKrUEOuA7ZKNT+jYkuWTQnQhRPhoGqbVS7F+Or3U80wlUQrzsX38JpZvP8E78Dq8Zw+UU4eEMDBz5kyWL18OwObNmwF47733WLp0KQBnnHEG119/PQD33XcfCxcuZPLkyWzYsIHOnTuzfv16lixZQteuXbnjjjuC7r169WoGDhxIr169WLBgwbH2pKQkJk6cyO23307fvn259NJLAZg3bx6ZmZm88847xMdHJsAm0LgF/obNMe0JDtEwbV6DknU45KnIRxk9W5VUiG5RFbrUsrL8QHDh+W+HPAQ0DVVOnRFCCFEFlLXG6qh58+axdetWnE4nW7duZfHixTRp0oRHH320TO9/4MAB7rrrrqC2rl27Mn36dJo1K/tp2zLLHiahE9FLV4heXMFUl1rGC3frjshuPSGEEFXH4cOHAXj11VdJSEhgyZIl7Nmzh4ULF9KyZUteeeUVpk+ffuz61q1bs2jRIjp16sT8+fN56aWXeP/99zGZTAwdOrRcDzaihlJNhgUISuZhw8tLOpKvvE6tZaVTin4i/ddDHrZkeUu+gaZhWfghjqduw/7iw5h/+gr8vpJfJ0rN+tHrmLZvNOzzXH5z9S9CP0GgcUsKR7+Or2voIzTVg3txPH0n5qVfR3BkoqLUHb/jGP1fHK88VarFQX/LDjgffgnXqBelCL2GaNasGf3792fnzp3MnDkzqO+ll14iJyeHAQMGYDabj6Ul5efnM3HixKBrj6Yl3XDDDZEcftSMHTuWGTNmkJGRQVpaWrHXFhQUMGDAAKZOnUrr1q258847adWqFVOmTGHQoEG4XK5Sv++cOXO4/PLL2b59O0OGDOHqq69m69atDB48mM8//7yiX1ZEhDrBL9FW/MJcl1pWjK747VD1nrMyr1lq2O7r1ifCIxEVodVtiOuhSWixxpsHLEu/xvr+/0Az2IUhIkLJzabWWuPTBzwXXR2FEYlKoZpw3/ZYyBMl1MyDOMaPQMk+EuGBCVEBcSES0TUtZCJ6aohE9HZJIQrRs0sx1ySEECXRNEybVuEY818cU54IWxH68dScLGzv/4+YUdcVzUEabDIU4mS2fPlyZs+ezezZs1m/fj0AK1asONZ2tEgdIDY2lgULFnDHHXewfft2XnnlFbZv387dd9/N559/jsNR+tMHrrrqKj755BNatWrFBx98wOzZs2nTpg3z5s1j8ODB4f4yi+Xrdb6uTdECmA1OxzpRlsGcVUop1gF7GAQkZHs00nNlXU4IIUTVUNYaq6PmzZvH+PHj+d///se3335Lp06d+Oyzz2jatGmp33vo0KF8/vnn/PHHH+zdu5effvqJq666ijVr1jBo0CDy8vLK/PVIIXqYaAkphu26RHS3fmEjzqxgUUMv7HVIsWAx+J1ac7h6L+oJIYSoWQL/pFVbrVZmzZpF165diYuL48wzz2TGjBmoqsorr7xy7PrVq1dz/vnnk5SUxA8//MDevXtZt24dV199NQ8//DC33HJLtL4UUQUZJSKYso0L0SsrER3ghjYxhu0zt+uT0k9k+fIDbHNew7RrO+b1K7BPH0/MozcVTbQFjBcpRemZfv0B6zcfG/b5Tj0T74BrIjyiCImNx3XvWNxX3o6mGH/vK14P9jfHYXtnEnjcER6gKBNNw/LtpzieuxfTbn0S9on8TVrjHDEe5+NTilJ6RY0yadIkateuzb333stVV13F448/zqBBg3juuedo1KgRzzzzzLFr77vvPjp06MDkyZO57LLLGDNmDJdddhmTJ082TEuqqaZMmcKGDRtIT0/n5ptvLvbal19+mY0bNzJ8+HDmzp3L6NGjmTt3LsOHD2fNmjVMnTq1VO+ZnZ3NQw89RGpqKj/++CMTJ05k4sSJ/Pjjj6SkpDBixIhyTdhFWsgT/Ep4rkqwqrRL0id1/lbNjzo2rdYXxgL4u4Te/CWqpkDD5jhHTkRzGJ9gZF38GdaP3pBi9ChxLJ6H6tMXWvpOPxetdr0ojEhUGrMZ112j8bXvatitHtyLffwDkJcd2XEJUU5GieiK3wceF0fcxgWYoQqmWiWaMRssEW4uTeiBEEIUQ93xO/Zx9+OY+CCmP7dV/vsd3o/9zXHEPHYzplU/yTO2EP+YNm0a2dnZIf+ZNm1a0PWJiYk8//zzbNq0iUOHDrFp0ybGjh1rmGDep08fsrOzg9LQj3fuuefy1Vdf8ffff7Nnzx4WLFhAv379KuPLLJbv9P5oBink5l8WFfs6TdMMC9FLSkQH6BHiFL9fq/mclRBCiJqjrDVWR82cOZPs7Gx27drFF198gcVioW/fvvz444+lfu+HH36Yvn37Urt2bWJiYujUqROvv/46V111FRkZGbz77rtl/nqkED1c7A40q03XrORmBv3aaGGvpGIpm0mhvcHRfGsPyySUEEKIqiMhoShl7tRTT6VeveAF4/bt29O0aVP+/PNPsrOz8Xq93Hzzzaiqyvvvv8+pp55KTEwMTZs25bnnnmPAgAF89tlnrFixIhpfiqiCtOTaujZ7ziHDaxOtlXek3hXNY3CY9PefvaOQw65ikl4K8rB+8Z6uWd2fgX3aMzieuKWo4Ekm58tF2bsb+/Txhn2B2vVx3fYIqDX4o4+i4B0wBNeoSQQSjE9qArD8MB/Hc/eiHNoXwcGJUnMVYpv2NLZZU1D8xSdH+Rs0xXnPMzjHvI6/c0+Qo0RrpGbNmvH9999zzTXXsG7dOl5//XV27tzJrbfeypIlS4ISv8OZllSd9evXj8aNG5d4naZpvPfee8TFxTFy5MigvpEjRxIXF6dLog/ls88+Iycnh9tuu40GDRoca2/QoAG33norR44c4csvvyzbFxIFRsEJULqTZowW9nbn+znorKYpePm5mLau0zX7W7RDS9E/k4qqL9CsDc4Rz6NZ7Yb91oWzsRg8q4tKVpCH/Yf5hl2ei2voJtKTndWG676x+Ft2MOw27d2FY+JIKKj6G7iE0OKMT9tQ8vMME9ETLApWg/kkAKtJoWWifmPflixJ6xRClI/6Vzr2lx4l5pm7MBt8tqn099+7G8eUJ3GMvh3Txt9kzlsIgZZSxzBIxfTXDtQ9O0O+Lt+n4TP4EZJcikAqo0R0qP7hCUIIIWqOstRYGUlKSuKss87ik08+weFwcMcdd+D1Vqye+KabbgJg5cqVZX5tDa7GiDBFQTMo+tAnohsUopdwzDFA11r6QvS/8v3FFzwJIYQQEdSqVSugaKe+kaPtLpeL7du3s3v3brp160ZMjD5huk+foiPvN2zYUEmjFdVNwKDox16Yi82vnzCqzET0RKvK4Gb6Yr5sj8bdS7PRQkyqW35cgOJxhbyvac+fOP73BI4x/8W0YaVMzpeFqxDHlCdRXE5dl2ax4rpnDMTqk0JqIn+7LjjHvBGysAPA9Oc2Yp66vej7TFQZyt7dxIy5A8vK74u9LpDWENd/n8A5djr+7n2kAP0k0LBhQ6ZOncq2bduOJSBNnDiR2rX1fy+WJS3pZJeens6+ffvo2bMnsbHBKcmxsbH07NmTXbt2sWfPnhLvtXTpUgD69++v6zvnnHMAWLZsWRhGXbnKm4gO0L2GLeyZ1/2CYnBaja/bWVEYjQiXQOtOuIaPRTPr51gBbHPfxvK18ek6onJYlnyO6irUtfu69UFr0DTyAxKRYY/BOeJ5/E1aG3abdv+B48VHwOB7Q4iqRIuJM2xXCvLINChET7EX/0zVLkn/99O2HC/+gMwPCSFKz5Z5gLi3xuF4chjmdb+UeH2gXiOcd40mf/oi8qd/V+p/Ch+bgr9N5xLvb9q1HccLI3GMG476x6ZwfIlCiGrMd8Z5hu3mX74L+RqjNHSApFLUWNWNMdEozqRr/+1Q9ZyvEkIIUfOUpcaqOAkJCXTv3p29e/eyc2foDV6lkZqaCkBhYdnn5vRb7EW5aYnJcHh/UJuSe0IhusHCXmkW9brUsvLONv1v8LrDXs5tqH94EkIIISLtaPH49u3bdX1er5edO3cSGxtLrVq12L+/6O/Lw4cPG97raLvNpj9tRJycjBLRAep7svnTUSeorTTJnRVxQ+sYZu/QP5d9neHira0F3NruhMXIgB/L4nmlurfpz204Jo3C36oDnstvMUyIEMfRNGxvv4C6d7dht/uG+wk0aRXhQUWXllIb5yOTsc55Deu3nxheoxTkYn/xYbyXXI/nkhtqdlp8NWBe+T22tycYbqY4KpCahmfwDfh6nQ8m+RgvREWlp6cD0Lx5c8P+5s2bs3jxYtLT02nYsGGp7tWiRQtd39G2o9eUpKTJxMp0uMBt2B6DF5er+AKoTonG/Sv2FXJOWvXbMBP/q/HxlQUdTiMQxd+jyuDxeIL+XeO16ID3tkeJf+0Zw80Gttmv4lFNuM+6KAqDO8l4XMR8Y1z4n3/+Ffhq2J81cQKTBfe9z5D4wkjM+/7Sd+/YhPXFR8m952mwGG92Op7dbnzagRCVKWQiekEuR9z6jaCpJcxVtUs2M29XcJvbD3/m+WiZaLyJSohS0zTUnVswbV2H4ix7MUEgpTb+zqejpaaVfLGICiXzILFz36Hd0m9QNOOizeMFUurgufTGcs8zBVp3xPnIZEybfsP68VuYduvXhI5n2rqemLF34+t8OoHGLcv0XprJTKB5W/yd5ERAIao7X/c+aDNfQvEGz0GYl3+H54phhusURhv8AJJLuQ54Wm0rGfnB8+5bsn3keQPEW2RdRAghRHSVpcaqJEdrsCyWis0hrFq1CqBUpw+fSFaww0hLSNG1nZiInuvRL86VpliqSy3jCdc1hz2c21AmWoUQQkRfs2bN6N+/P0uWLGHmzJlcf/31x/peeuklcnJyuPLKKzGbzbRr146EhARWrlzJkiVLghIk9+zZw4wZM1AUhV69ekXjSxFVUKhC9AbuTF0heqK1ciekT0+zcWEjO19l6IsjHv8th151bbRP/vcB37T2F9TDB8r0HqY/NuEYdz++9l3xXH4LgZanVHjcNZFl0VwsK5cY9nn7Xoyvz4URHlEVYTbjGXo3gZbtsU2fgOLWf68qmob1s3dR07fg+u9jEGe801pUIp+v2A0DR3kuuR7PwGtLVYQjhCid3NxcIHTKxNHjEI9eV5p7HX3N8Y6m0ZfmPlA0UVjRYxPLa/dBM6D/OVN4eD8Z+cUXots1iDM5yPcHP4P9sreAjNTMcA6z0qkeNx1/X6Vrd9auz25PADIyojCqynfgQNmeVau1lIYkXXILTee9hYL+eztu1hSO5BeQ1fH0KAzu5FHrt8WoeTm69txm7fnTFFNj/6yJYOYr76H1zAnYsg7p+qzb1mGZ/Bh//t+daMUUyFksFpo2bVqJoxQihFAnrxXkc8SgYCq1pET0ZOOF4s1ZUoguKkbd8TvWj9/EvHVdhe6jmUz4+l6MZ9B1aMklF0GICMnLxvrlB1gWz0MpxWfJQHwS3kHX4T17YMXnmRQFf8fTcHbogWnVj9g+fRvVYIPZ8czrV8D6FeV6O2/P/rhvexTMUt4iRLUVE4evSy8svwafCqpmHkTdvoFA21N1Lwl1gl9KKQvRu9e28umfwYXoAQ3WHPLSt76EoQkhhIiustRY5eXlsX///mMp6sd77733WL16NS1atAgKYPJ6vfz5559YLBaaNWt2rH379u00bNiQmJiYoPts376d0aNHA3DFFVeU+euRJ/Uw0hKSdW1KXhYEAsd272UbHB1TmkT0tklm7CZw+YPb1xyOzgKlEEIIYWTSpEmcf/753HvvvSxYsIBWrVqxYcMGfvrpJxo1asQzzzwDFCWdP/300wwfPpwrrriCCy64gNatW3PgwAG+/PJL8vPzufvuu2nZsmzpGKLmCoRY4GjgDi5usqjgMFV+MsqU3kn0+uwgB5zBz3ZuP9zyQyZLBtbBYS4ah2XRXMN7BBKSUU84PedE5s1rMG9eg6/z6UUF6SdZundxzOmbsX441bDP37Q17mvvifCIqh5fz/74G7XA8b8nQi4EmTf+SsyTt+G6ewyB5m0jPMKTl5J1GPurozEVcyyxFhuP6/bH8HeWQjghThZNN/6C67zLovLeSmYhoD+ZoV3TBsRZSn626p6eyw/7g+eoNuebqNegIWa1+qTWWdcsRfXp59q00/rRqFGjKIyocnk8Hg4cOEBaWhpW60m04alRI/Lj44if+ZKuS0Gjyfx3SKlXH08X2RhdKXxekn9dbNilXXpDjfyzJkJpRMHIFzBPfBCTQTF64o6NtPv2A/KGPQyqnAorqhYtJs6wXSnIJdNgHbCkYqn2ScbF5luyvQzCUfYBipOe+lc61k+nY173S1jup/j9WJZ8jnnp13jPvQzPgKsl1CCanAVYv/4Iy9cfo7hKTrnXYmLxXHg13vMvB3tMideXiaLg79GPwq69MS9bhPWzGahHwr/R1bJyCahqUTG6nO4oRLXlO/M8XSE6gOWXRbgNCtGzDJ6roAyJ6HWM5zp+O+SRQnQhhBBVQmlrrDIzMznttNPo0qULrVq1on79+mRnZ7NmzRrWr19PQkIC06ZNC7r33r17Oe2002jUqBEbN2481v7pp58ydepUzjzzTBo1akRMTAw7duxg0aJFeL1eRowYUa7QUClEDyMt0aAQ3e+HwjyIS8Qb0Mj3GSWil7wgZ1EVOqVY+fVQ8DE16w6fJEfnCiGEqBaaNWvG999/z3PPPcfixYtZsmQJaWlp3HrrrTz00EPUrv1vqvWNN95IkyZNeO211/j111/59ttviY2NpVOnTtx4441ceeWVUfxKRFWjpYRKRA8u5E60qigROKKzlt3EtD7JXPbtEV3flmwfT/6Ww8QzklD/Sse8Za3umkDtehQ+/y7mXxZh/XxmiZPz5vUrMK9fgbf3f3DfOOKkT0Y25+cSP+O5omftE2ixCbjuHgNWmUQE0Oo3ofCp17C9PdFwghdAPXIAx7P34L72Hnz9Bsoxt5XMtGUttqlPF7sRxd+0Na67x6DVrhfBkQlx8jiaXp6To0/jheJTzkPdKzc3l5SU4JPy8vLySn0fgJgf50P/gaETNitRfkB/eoZJgdQ4e6merU6r69EVojv9sNNpolNq9XlusW0Ikc7X82zs9pp7IqHVaq3RX5+hcy7B7fdhmzVF16UEAsS/+Tyu4c/i79QzCoOr2cw/fW9YdOxveQqmTqdhkmfRk0uDJrgefhHHc/ei5uifj22rf0Z1xOK+5SEpOhNVihZn/Hznz88jz6tfB0y1F7+Zomm8yTCMakuWr9xjFCcn5cAerPNmYF6xGEUr/mSjct3f48a6cDaW77/Ac+FVeM+/AhxhLmwWoXncWBZ/hvXLWSj5JZ+8pVlteM+7DM9FQyDEz62wMZnxnXUhvjPOwfLDl1i+eK/EEJaysiz/DmyOovlxeWYUolryd+yBFpeg+xlm/u0H3Nfeq1vXyXIb/11W2kL0jikWbKaiEKnj/XbQDUR+/k0IIYQ4UWlrrGrVqsXIkSNZunQpP/zwA5mZmVitVho3bsydd97JXXfdRYMGDUr1nn369GH79u1s2LCB5cuXU1hYSGpqKueddx7Dhg2jf//+5fpapBA9jLTEFMN2JScLLS6RnBDHxpQmER2gSy2LrhB9vzPA3gI/9WMlEUQIIUTV0LBhQ6ZONU4pPtHZZ5/N2WefXckjEjWBlpRq2H5iInppn6vCoX8DO3efEscrv+fr+t7cWkD/BjYGf2echu4991KwWPH1HVCUAPHjgqLJ+ZxMw+uPsiz9Gqw23DfcH5avoVry+2k67w1M2fpNAJqi4PrvY1K8eyJHDO47nyTQ6hSsH04zLOBXfF7sM17E+8fvRd9ftpOsGC0SNA3Lwg+xfvwmimb82RDA228g7qF3y2YKISpRixYtANi5c6dh/9H2o9eVdK+1a9eSnp6uK0RPT08v9X0AFFchliWf4x14bamuD6dQJ/iVdoPfabWNi81XHfJWn0J0nxfz+uW65kCtNAKN5aSmmsh7/uXgdmH75E1dn+L3Yf/fEzgfnGB4PLgop4Af64IPDLs8Fw+VgqKTlFa3Ea6Rk3A8PxylQF9UZ1n6NZrNjue6++R7RFQZWoxx4ZI717gwNNVe/HyVSVVok2Rh/ZHgjX1bsuRUZFE6SuYhrJ/PxPzTApRA6DmHsL2fswDb3LexLJqLd+BQvGcPknmMyuTzYf75K6yfv4uadbjEyzWTCW+/gXgHXRdyXr3SWKx4z7sMb5//YFk0F+vC2SiFBeG7/Q/zi54LhtwpzwVCVEdmC96e/bEu/iyoWSkswLR+Of4e/YLaK5qIbjUpnJpqZeXB4Dqr3w550TQtIsFWQgghRElKU2MVGxvLo48+Wqb7NmnShOzsbF1779696d27d5nuVRoSIRFGAYNEdODYbl+jRT0oSyG68cLdWklFF0IIIURNZ7WhxeuPe23oDi5GTrRGdtLoyW4JdE41Pj758SUZmH5ZpGvXbHa8fS78t8FixXvupRRO/AD3Vf8Nmap1lHnFYqiERKPqIuaLd4nfvc2wz3vJ9ZJaGYqi4D3/CpwPTyaQVCvkZZZl3+B45i6U/XsiOLiTQGE+9v89ge2j10MWoWsWK65ho3Df9IAs3gpRyVq0aEG9evVYuXIlBQXBC+IFBQWsXLmSJk2a0LBhwxLvdfR4wiVLluj6Fi9eHHRNaVi/+Rjc+nTyypZtEJ5QmhP8juoWohD914Puco8p0kxb1hkWSPi69pEChxrMO3AonhCbPxSvB8dLj6Cmb4nwqGou06qfUfdn6Np9DZvhP/WMKIxIVBWBRs1xjpyAZjdO1bUu/gzrR2+c1J+FRRVjd6CZ9AFR3lCF6KUolmqXpM8O25Hrw+2X73tRjLxsrLOnEvPQUCw/zI9IEfrx1LxsbB+8Ssyo6zD/uAD8kuIfVoEA5uWLiXn0BuwzJpVYhK6h4Dr9HArHvYfn+uGRL0I/nj0G78BrKZg4G8+AawjUSgvbra3ffIx13oyw3U8IEVm+M88zbLcYrKdlVrDGCqCHwZxVpjvAzlx9YI8QQgghyk8S0cNISwiViF6UbJntMZ4sSizlbr2utYyLnNYe9jKgiaNU9xBCCCGEqK4CybUw5eUEtTXwBB/vmRjBRHQoSlN4q28yfb84RKEv+Fnvst1LUL36DYPe3v+BWIPkLJsd70VX4z17EJZvP8H69RzDYiilMB8K843vUcOZ1izF8fVHhn2+jj3wXHJ9hEdU/QRad8T59BvYpj6Nees6w2tMGenEjL4d122P4O8a/t3QJxv1r3TsrzyJeuDvkNcE6tTHdfcYAk1aRXBkQpy8FEXhuuuuY8KECUycOJHRo0cf65s4cSL5+fmMGDEi6DWFhYXs2bMHh8NBo0aNjrVfeumlPPXUU7zxxhtce+21x44+/Pvvv3nzzTdJTU3l4osvLv3Y8nKw/LigKKk5gkIlopdWsk2lVaKZP3KCC09WHao+KZ7m1T8Ztvu6nxXhkYhI81x+C7icWBd9qutTXE4ckx4q2szXuHSnG4gQNA3r/PcNuwr/cxWqbPg46QWatcX5wDgcE0eiePQbmawLZ6PZHXjlc5+oChQFLSYeJS87qNmfnwcGS4UpJSSiA7RPtgDO4Ptp8EeOjw4pxuuD4iTmLMDy9cdYv/4IxVVY4uWaIxbPRVfj7X8JWEp/YpGSebAoaX3FYpRiNgOpmQexvz2RwMIP8Vx2M74efUGVPLxy0zRM65Zj/XQ6poz0Ur3EfeqZ7Ox5PrW7no7dXoVOOoxLwHPlbXiuvK3Mm65NOzZhf+lRFIM5duvn7xYFvgwYEq6RCiEiJNCiPYE69VEP7g1qN61fCfk5EPdvKJVRInq8RcFqKv3nxx51rPC7vn3lQTctEqVkTgghhAgX+Vs1jLQQiehKmBLRWyaaibco5HmDP+ivPSKJ6EIIIYSo+bTk2vBX8MR7A3dm0K+TSrnBL5xaJVoY1zORe5dlH2szBfzc8bc+vQHAe+6lxd/QEYP3kuvxnnsptndfwrJSn7Cq5GahnWSF6OqendjfeN6wL5Cahuu/j4OqTyMTelpiCq6HXsD66XSsC2YbXqM4C3C8/DieAUOKirNM8tGxrJTD+4sWa5d+XWwime/UM3Hd9shJublEiHCbOXMmy5cvB2Dz5s0AvPfeeyxduhSAM844g+uvLypeu++++1i4cCGTJ09mw4YNdO7cmfXr17NkyRK6du3KHXfcEXTv1atXM3DgQHr16sWCBQuOtSclJTFx4kRuv/12+vbty6WXFv09P2/ePDIzM3nnnXeIjy/bn2/LVx/i7T8IzJErODJORC/bc1WP2lZdIfqOXB/bs720TqrixVOBAKY1y/TN8UkEWp0ShQGJiFIUPNfcheJ2Yvlpob67IA/7xAdxPvoyWr3GURhgzWDa8Cumv3bo2l3JdfB060MVKpcSURRo3QnXfc9if+kRFJ9+M5Nt7ttgc+D9z/9FYXRCnCA2Hk4oRCc/17AQvVSJ6MnGz0tbsrxSiF5DKUcOYNr4G0oJKde613lcWH5aiJJvnMB/PM1qw3veZXguGgIlnMJo+Pp6jXH/93G8Fw3BOvdtzGv1z8zHU/dnYJ86Bn/jlvi79kKjDBvNFIVAg6b4O/aAECdkVCseN6ZNq1Az0qEMSfUKGqZNqzDtMKiaNOA7pRueK26lsH5TXBn6k2eqFFvZnvj8p3THdc/T2F9+HMUgbd/20etodge+cwaHaYBCiIhQFHxnnof1s3eDm/0+zL/+gK//JcfajArRyzNfZWT+bhfXtIot072EEEIIEZpUE4SRlhCiED2nqBA9x2BRDyDJWroP4aqi0DnVwtL9wYXnaw570DQNRVJjhBBCCFGDaSm1dW313NmoWoCAUjTxlFjK56pwu65VDEv+dvPZrqLkqksOr6Kx+4juOl+HHmj1m5TuprHx+Lv2ClGInn1SFcEoe3djH/8AilOfEK+ZLbjuHhOUkiFKwWTGc+Xt+Fu0x/7mOMP/twDWBbNR07fgvvNJtETjE6BEMCXrMJb572P54UvDRbKjNEXFc8UteC8aIilhQoTJ8uXLmT07eIPNihUrWLFixbFfHy1Ej42NZcGCBYwbN4758+fz888/k5aWxt13382oUaNwOEp/8txVV11FamoqkyZN4oMPPkBRFDp37szIkSPp169fmb8ONfMQ5l8W4TvrojK/tryy3fp0w7IkogOcnmblgx36NMa3txUwrmdSeYcWEWr6ZtScTF27v2sv2eh2slBV3Dc9AG6X4fO3mpuFY/wInI9NQatdLwoDrP6sXxqnoR888z/EyJ8zcRx/h+647hqNfcoThhs6bbNfRbPZ8Z09MAqjE+JfRgEBpsJ8w2tLk4jeLsl4yXZLdvU5YUaUjpJ5COsXMzH/tBDF76+U99BMJrz9BuIddB1aUmqF7xdo3ALX8GdRd/yO9eM3Q56yd5Tprx2GG9BK9V7xSXgHXYu330Cw2sp1j6jy+TD//BXWz99FLeMmg7Lwt2iH54pb8bfvWtTgKlvaeHXh73w6rjuewP7qGBRN/1xgnzkZl82Or/d/ojA6IUR5ec/QF6IDmNcsCypENwpOSC7jfFX9WBMtEkyk5wb/nbtoj4tDTj+1HfJ5VAghhAgHKUQPJ0csmsWC4g2eFDqWiB6qEL0MO/a61LLqCtGz3Bq78/00jZffTiGEEELUXIFkfSG6mQBpnhz22Yo2BCaWcQIqXBRFYfKZSaw65GFPgZ97/v7G8DrveZeV6b6hCn+VXH2hVE2lHNiDY/wI1H+eqU/kvvZeAs3bRnhUNYe/Wx8KGzTD/spTIY/6NW9dh/rkrbjuGk2gdccIj7Aayc3GuuADLIs/Mzwy+HiB+CTcdz7572KhECIspk2bxrRp00p9fWJiIs8//zzPP2984sbx+vTpQ3Z2dsj+c889l3PPPbfU710S65cf4Ot9QUSKoDVNC0si+sAmDh5akY3rhFqa2TsKebJbAjHmqrvpxrz6Z8N2X7ezIjwSEVWqCfdtj6K4XZjX/aLvzjqMY/wDRcnoBptkRWjqtg2Ytm/UtfuTapHZ8XRqQOapCDN/1164b38M22tjUTT9Zinbuy+CzY7vzPOiMDohihgVopudeYbXliYRvUGsiQSLQu4JpyJvzgq9wVlUM3nZWL8s3bxBeWmKgu+M8/BceiNanfphv3+g5Sm4Hn4J0+bVWD9+C9OfW8P+HmpeNrZZr2D56iM8g28o+lxUHU7qCwQwr/we67y3UQ/8XWlv42/YDM/lw/B3ORNOkpA6f4++uG99GPsbzxn2296agGa14z+tX2QHJoQoN61uQ/zN2mD6c1tQu7p/T9CvjRLRk8txMvKVLWJ4fm3wc5pPg493OrnzlLgy308IIYQQelV3Bag6UhS0BH2xkPJPopJRuhSULWGqay3j4/fWHq6cCQshhBBCiKpCMyhEB2jg/rcoO1qF6FBUrPXGWcl0zd9Fn5xtuv79CfXwd+pZpnsGQp24k5tdniFWO8rh/TjGP4CarU+XB/D2vgBfv4sjPKqaR6vbEOcTr+LtdUHIa9TsIzjGDcfy7SdgUAhyUivIw/rJW8Q+eDXWrz8qcTHZ3/IUnE+/KUXoQohiqQf2YP7tp4i8V75Pw2/wo720J/gdlWxTubSZvpw0x6Px6U5neYdX+TQN8yp9Ibpmj8HfvksUBiSiymzGdddT+E7pZtitHtqLY8IDcJI8j4eLdb5xGrrzvMvQzMbz3UL4Tj8H980jDfsUTcP25vOo61YY9gsRCUaF6HaXcSJ6aQqmFEWhXbL+Z+KWLElEr/achVjmzSD2wWtKNW9QXr5ufXCOfRv37Y9WShH6MYqC/5TuOJ+ahvOeZ/DXb1opb6NmHsT+9kRiHr0J88rvweCUjCpB0zCt+wXHk7dif+2ZSitCD9Spj+u/j+N85q2ik5tOkiL0o3y9zsd1w/2GfYoWwP7aM5jWLY/wqIQQFRFo2FzXpmQeDPp5nxmmQvSrWxhvfzY62U8IIYQQ5SOF6GGmGRQLhTsR3cgv+6UQXQghhBA1m5Zcy7D9+EL0smzwqwxn1rUxtXCJYd+4Oucyd1fZjkjVEpIM29Uc43TwmkTJPIhj3AjUIwcM+z1tTsV9w4iTbtGl0tjsuG99GNeNI0IWAyl+P7ZZr2Cb+jQ4ZYJWcRVi+XxmUQH6/PdR3MX/+dZMZjwXDcH5yGRJURVClIrly/cjsvkn22BRD8r3XHVL21jD9ulbC8p8r0hRM3aiHtqra/d1Ph0sxvNwooaz2nDdNxZ/qw6G3eq+v3BMfBAKjFNvRTB113bMG3/VtWtxCbh6XxiFEYnqxHfWRbiH3mPYpwQC2N+ZGOERCfEvo0J0h7sARQt+tkqyKpjV0s1dtEvSpz7vzveT762iBbiieB43lq8/InbkEGyfzUBxVc5ciu+UbhQ+OQ3Xvc8QaNisUt7DkKLg794H57PTcd36CIFadSvlbdT9GdinjsEx+nZM61dWqYAE05a1OMbejeOlR0OeNFhRgaRauG4cQeHzM/GdcW5ETs2qqnz9L8F99R2GfYrfj/2VJzFtXhPhUZ2cOnbsSFJSkuE/AwYMCLp21qxZIa9NSkri55+NTygTNV8gNU3Xpvh9KP8EE2maZpiInlKOQvQm8WZ619XP8WzK9LLhiNRaCSGEEOFQDc6xql60RINC9H8KhYwW9hwmBZup9MUzTeJMpNhU3c6/OTsLGd09gViL7C0QQgghRM0UCFG42cD9b1F2YhmTO8MuN5tu2/XppXkmO+/WPYuZy7PpVttKk/hSPobHJqCpKsoJiT9HNzrWVEr2kaIkdIOiMID8Ri1x3TUau9UW4ZHVcIqC7+xBBJq0xv7KUyE3AVh+/R7Tnp0473karX6TCA+yCvC4qLP8G5JXfItakFvi5Zqq4uv9HzyXXI9WSYuyQoiayfRXOqYNK/F3Pr1S3yfbY1zIkViOhb1utSx0SrGwITM4uXPdES9rDnnoWrvqFXabVhsvevu79YnwSESVYnPgHDEOx/gRmHZt13Wb/tqBY9IonCNfAIdxspooYv1ylmG75/wrwO6I8GhEdeQ9/3Jwu7B98qauT/H7ojAiIf4Rm6BrUtFI9DnJtvy7OS/VXvpnKqNEdIBt2T66VcHnKBGC34f5hy+xfjYDNetwpbyFZrbgb90R78Bro3/immrC1/sCfKf3x/zjAqzfzUPduzvsb2Pa/QeOF0fhb90R9xW3EmjTKezvUVrqn1uxfjId86bfKu09AmkN8fa7GO+5l4LMgR7jvfAqFFch1s/e1fUpXi/2yY/ifGgSgZanRGF0J5eEhATuuEO/MaBx48aG11900UV07Nix1NeLmk+rpS9Eh6KQIi2lNgU+DaO9eMm28q0DDmkZw1KDgM/ZOwrplCrPWUIIIURFSSF6mIVMRNc0w0T0pDI+JCmKwgWN7Mw+4YiYXI/Gxzud3NjGOHlKCCGEEKK6C5WI3vC4RPTyFEyFk+WH+Sg+/ZHJM+qeRZ45Bjwat/+UxZcX1ipdGpaqosUnoeRkBjXX6EL03Gzs4x9A3Z9h2O1t1pb0K+6kgc0e4YGdPALN21L49BvYXxuLeaPxgpq6dzcxo2/HfctD+Hr2j/AIoyTgx/z9fJI/n4nphD+TRjRFwXf6OXgG34hWt2EEBiiEqImsX7yPs1PPSj0BJJyJ6IqiMKxdLPcuy9b1Td9WUCUL0c0GheiaxYKvU88ojEZUKTFxOEdOxPH8cEx7/tR1m9I3Y5/8KK4HxktxUAjK3t2YVuk36mp2R1FRlRCl5B04FMXtxDr//WgPRYhjtNg4w/ZkX0FwIbqt9OnFoQrRN2d5pRC9OggESN60kuQ3FmI6aByucDxNUfCdcR6eQdeiJaaU7b0s1qp3eo/Zgu+cwfjOGQxuJ/j9ZXq5aedWrJ+8henPrcVft30jMc/di69TTzxXDCPQpFUFBl02yt+7sM19G7PB840Rf8NmeC6/BX/bU8v2RqoKdtnsGIpn8I3gcmL9+iNdn+J24Zj0EM6HJ0f0e+NklJiYyCOPPFLq6wcMGMDQoUMrcUSiutEMEtEB1MP7CbQ8xTANHSCpnOuAlzR18NCKHAp8wYEMH+908nSPRCylPMFGCCGEEMakED3MjCYKFJ8XCvMNF/YSy7GoN6xtrK4QHeCNLfnc0DoGpRIXJ4UQQgghosYRi2Z3oLicQc0Nji9EL8ezVdj4fFgWf27Y9WqDC47994qDHl5Yn8fDXfTJWUa0xGQ4sRA9p4YWoufn4pj4IKa9uwy7/U1ak3vvWAJHaujXX5XEJeIaMQ7L5+9h/fxdFINjjxW3C/vUp/Hs+B3PVf8Fs/GCeU2g5GZhm/YM5lIe7+vrfhaeS2+K7JHYQohqL5CYiikvJ6jNtGMT6rYNBNp2rrT3NQpOgPIv7F3ezMHjv+WQe0LS+tydTp7tkVju+1YG5eBeTBnpunb/Kd0l5VoUiUvENfIFHM/di3rgb123ees67FOexHXf2Br9LFRe1gWzDZ8jvf0HQ2w8uFyRH5SotjyX31JUdLbo02gPRQgAtNh4w/YUbz5/Our8++syJKK3TzZett2SrQ89ECVTDuzBtHkNSn7Jp5lVWCCA/dcfqLVnZ6ku93XtjefyW2ruvIGt7Kee+Dt0x3lKN0yrl2L9dHrI+cGjzBtWYt6wEm+PfnguvxmtXuWlKiuH9mH9bAbmZYtQNOPPT8cL1K6P57Kb8J3eH9TSb0YRpaQoeK6+A8XtwvL9F/ruwgIcEx+k8JGX0Ro0jfz4hBClEghRiK78c1JrqEL05HLOK8VZVAY2sfNhevAa42FXgEV7XFzUWE7sEkIIISpCCtHDzCgRHYoKF3I8+tTG8qRLdattpWstC2sOB088bc7ysfyAhzPrSgKPEEIIIWogRUFLroWyLzgpu4Hn3yLtJGv0NuSZV/+Emq0/bndhyqnsiKkb1DZhfR796ts4Pa3k5zYt3uDEnbwaWIhdmI/jhYcw/bXDsNvfsDnOhyaimW0gheiRoZrwXnojgebtsL/+LEqB8cKt9dtPMe3chuuup9BSakd4kJVP/WMT9ldGG/75PpGv8+l4LruZQNPWERiZEKKm8Z5zCaZ3X9K1W798H1dlFqKHTEQv33NVrEXl6hYxvLGlIKjd6df4YEchd55inB4aDUZp6AC+bn0iPBJRlWlJqThHvYjj2XtR/1kQP555w0rs057BdeeTYJLp9qOUw/sxL1+ka9csFrwXXBGFEYlqT1HwXHMXituJ5aeF0R6NEGixxgEDyb7gZ6DUMhSi17KbqG1XOeQKfj7bkuUr+wBPYsqBv7HOewfzisWGG6KiyXdKNzyXDyPQol20h1I1KQr+7n1wdj0T8y/fYZ33Durh/cW+xPLbD5hX/YSvz3/wDL4hZMJuuYaTfQTL/PexfD8fxV/yn8NAUiqeS67Hd9YAMMtzYaVSFNzXDwe3C8sv3+q783KIGXsXnguvxnv+5ZIwXwk8Hg+zZs1i//79xMfH07VrV7p37x7y+g0bNpCZmYnf76dx48b069ePlJQyngYhahQtpTaaouj+rlaOHASKKUSvQCDVNa1idYXoALN3FEohuhBCCFFB8gkozLTEEIXoOVlke/QffBPLuVvv1nZx3PGzvgDnzS0FUoguhBBCiBorkFwb9cRC9CqSiG75dq5h+8etLtS1BTQY9mMWywbXKXHMRs+XNS4R3VWIY9LDIY/eDdRrjOuhFyAuUVITo8DfuSeFY17H/spTmHZtN7zGtGMTjqduw33HE/jbd43wCCuJpmFZNBfrh1NRSjhO2te+a1GSWctTIjQ4IURN5Ot1Ptqn03WJjeaNv6H+uY1AszaV8r7hTkQHuLltrK4QHeCdbQXc0T62ypzmZ1SIrikqvi5nRmE0oirTUtNwjppUVIx+wmlFAOZVP2F7awLuWx8Gteqk/keT5as5hs9Q3rMGoCWlRmFEokZQVdw3PVBUdLZySbRHI05yWqzx5rqkEwvRy/hM1S7ZwqF97qC2LVmSiF4aSuYhrF+8h/mnBSV+jo80f4t2eK64tebMmVQ21YSv9wX4Tu+P5YcvsXwxE7WY+VBFC2D5aSHmXxbh7T8I78BrQ4bHlUpBHtaFH2L59lMUT8lzkVpsAp6Lr8F77qVglXX6iFFV3MMeQvG4MK/6SdetFBZg+3Q6lkVz8Q68Fu/ZA8FijcJAa6YDBw5w1113BbV17dqV6dOn06yZ/rSH119/PejXDoeDUaNGMXz48MocpqjKLFa0xBSU7CNBzUc3IGW5jTeTlTcRHaB3XSuN4kxk5Ac/J3yd4SLT5SfFLqdYCCGEEOUls+JhVlwiutHCXnnTpS5t6jCcvJq/28m+wqo1uSKEEEIIES5asj5tuYE7C/5JTEiIUiG6+udWTDs26doD9Rpx0+V9MRs88u0p8PPi+rwS7230fKm4CsHjNri6GnK7sL/0qOH/P4BAnfo4R72IlijpKNGk1a6H87EpePsNDHmNmpuFfcKDWBZ8cOzPZLXlKsQ27Rlss6YUu3jtb9kB58Mv4Rr1ohShCyEqzubAc75xSrD1y1mV9rY5IRb2KrLBr22ShV519Qv8f+T4+Gmfp9z3DScl+wjqjt917f42nSA+KfIDElWeltYQ10OT0OKME3Atv3yLbebk6v8cFAZKTiaWHxfo2jVVxXvhVVEYkahRVBPu2x7F16VXtEciTnKhEtFTvPlBvy5LIjpA2yR9hth+Z4BMl6z9hZSfg/XDacQ8NBTL919UqSJ0f4OmOO8bi/OJqVKEXh5mC95zL6Vw4ge4/+9WtJjiT1dSfF6s335KzINDsH46HQpKnnsN4nZimf8+sQ9ejfXLWSUWoWt2B55LbqDghQ/wXnS1FKFHg8mM644n8HXqGfISNTcL26wpxIy6DvNPC6EU6faieEOHDuXzzz/njz/+YO/evfz0009cddVVrFmzhkGDBpGX9++fvSZNmjBhwgRWr17Nvn372Lx5M6+99hrJycmMHj1aV6AuTi5Gp1go/5xEFioRPaWMz1bHUxWFq1voT0jwBuCTnfqkdCGEEEKUniSih1kgVIFMdia5Hv0iRFI5F/XsZoXrW8fw0sbgCS2fBjO2FfBIF+MJMCGEEEKI6kxL0ReixwQ8JPsKcNnjsZmik64ZKg3dc97ldE2z83jXBEavztX1v7GlgDtOiaNuTOiUheI2Omq16pZvwFWFx439f09g3rrOsDtQKw3nwy+hJdeK7LiEMasN900P4G/ZHtu7L6F49YWEihbA9tEbmHb8jmvYwxAbH4WBVoyydzeOKU+i7t0d8hpPQgrO64dj6t4HqkiqrxCiZvCeeynWhR8WbTo7jmn1zyh7d6PVbxL29zQKTlAViLdU7OfbLW1iWbZf/3fF9K359K0f/QIN09pluuOfAfzd+kRhNKK6CDRshnPkCzjG3Y/i1Kf+W77/As1mx3P1HSf1M4Llm08MnxV9Z5yHVrteFEYkahyzGdedT2J7/bloj0SczEJ83k0+IRE9pYypne2TLYbtW7J99KorKZ1BnIVYvvkY61dzdM/P0RaoXR/PZTfhO70/qPL7VmE2B96Lh+I9exDWr+YUPWsUUySuuF1Yv3gPy+LP8AwYgvfcy8BmD31/r6coeX3+e8Umrx+lWSx4+w/Gc/FQSEgqxxckwspswXXP09gnjQo5zwygHjmAffoEAgtn477sFvzdz5LTjMrp4YcfDvp1p06djhWUz5kzh3fffZe7774bgN69e9O7d+9j1zocDq6++mo6d+7M2Wefzbhx47jlllswm6V06WQUqJWGKX1zUJt65CAAWSFO8EuuYCDVNS1jmGgQEvXBjkJua1/8hichhKgKlL27MWXshIDxz8mqQLNYCbTuULFTikS1I09zYRbqD5AnW39kK1TsmOOb2sby8qZ8Aiesmc3YVsADneKxRqkQSwghhBCRN2fOHJYvX866devYvHkzHo+HV199laFDh+quff755xk/fnzIe61fv54mTcJf5BQOAYNEdIAG7kyOJEZnI56SfQSzwZHgmiMWX6/zAbi3YxyL/3bx8wnFWE6/xosb8phwelLI+2shFjOU3OzqXYju82J/dTTmTb8ZdgeSa+Ec9ZJhIoaILl+fCwk0aYV9ypOoB/caXmNes4yY0bfjuudpAo1bRniE5Wf69Qfs08ejuEKnn3jad2Prf66lfpt2mE7iAjMhRCWJjcd7ziVYF8wOalY0DeuCD3Df+kjY39KoED3RqqBW8GfcxU0c1HHkcNAZfP8Ff7nYV+inXjEb8SLBvPpnw3Zft96G7UIcFWjaGucD43FMeNCwAMr69Udo9hi8l94Y+cFVBQV5WBZ/pmvWFAXPxddEfjyi5rLacN/+aLRHIU5ioZKZU04oRC9rIno7g0R0gC1ZXnrVjf5mvirB48ay5AusX76PkpcT7dEEcaXWxXfB/8E5g8BsvKlAVEBsPJ4rhuE97zIs89/H8v18FJ835OVKQR62j97A8s0neC65Hl/fAcG/LwE/5mXfYv1sBurhAyW+vaaq+PpciOeSG9BS64TjKxLhYrXhuv85bG9PxLLy+2IvVfdl4Hh1NP4mrfFccQv+jqed1JtIw+mmm25izpw5rFy58lgheijt2rXj9NNP54cffmDbtm2ccoqcNnky0lL1a1yKswAK8kImolekxgqgWYKZM9KsLD8QvF637oiXzVnekJsChRAi6vw+rB+8ivW7edEeSaloioL75pH4zroo2kMRESKF6OEWG49mMqOccKSTPysT9CcSlzsRHaBxnJn/NLKz8K/gBY8DzgBf7nZyWXP9kTJCCCGEqJnGjh1LRkYGqamppKWlkZGRUeJrhgwZQuPGjXXtiYmJlTHEsAiVjN3QnYnP2jzCoyli/uFL3bMfgPesi8Be9DymKgrP90yiz+cHOTF3c8a2Au7pEEejOONHcy3B+MQdJdd4o2O14Pdhn/YM5nXLDbsDiclFSeh16kd4YKK0Ao1bUjj6dexvjsO8dpnhNerBvTievhP3jSPw9f5PhEdYRj4f1o9ex/rNxyEv0RQF7yXXk3vBlfj/Ni7AF0KIcPBe8H9Yvv1UlyZsXv4dnktvCvtGtGyDhb2KzFcdZTUpXN8qlhc2BKdM+TWYub2AUadG8TS/gjxMm9fqmv3N2sgmOFEqgVYdcA1/FvtLD6N49cVPts9mgN2B98KrIj+4KLMs+dwwldbfrU+lnOogTnJWKcoVUWS1oVltKB53UHOS94RC9DIWS7UtJhH9pOf3Yf75a6yfv4uaeajEyzWTCV/fi/H850q0mNhKH57b5+evw5k0atQIuxShVyotMQXPtffi/c+VWD97F/PSb1C00ImQak4m9pmTCXw1B8+lRUn1pjXLsM19u9gT8Y7n7dkfz2U3odVtFK4vQ4SbPQb3nU/hPe9ybJ+8iWnr+mIvN+3ejmPSKPytO+H+v2EEWneK0EBrrtTUVAAKC0t3SkVZrxc1T6hNPeqRA2S6U3XtsWYlLCcjD2kZoytEB5i9o5BnelTdNVIhxEnM68H+2ljMq36K9khKTdE0bG+/QKBpGwKNW0R7OCICpBA93BQFLSEJJetwULOWnQkGz1CJ1oo9JN3WLlZXiA7w5tYCKUQXQgghTiJTpkyhefPmNG7cmJdeeokxY8aU+JprrrmGPn36RGB04aOlGCei13dnkRWGgqky83mxLPlc16wpCt5zBge1dUixcFkzB5/+GZy07AnAhHV5TOltfLKOlmjcruRml2vIVYH107dDflDW4hNxPfSiLOpUB7HxuO59BstXH2L9+C3DBT/F68H+5ji8O37Hfc3dVbJQRMk6jP3V0Zj+2BTyGi02Htftj+Pv3BNcoY9+FkKIcNASU/CedRHWExKFFb8fy1dz8Fx3X1jfzygRvaLpUkfd0CaGFzfm6U7ze/ef0/zManRS58zrVxhuJPR1q17PxiK6/Kd0w3X3GOz/ewLF79f12z6chmaz4+t/SRRGFyVuV8iNfZKGLoSoibSYeF0heoovP+jXZU1ET7SqNIw1sacg+O+WLVmhU59rPE3D/Ov3WD99G/XAnpIvVxR8Z5yLZ/CNaGkNIjDAf97X5QKqcXBENaTVqot72Cg8F12Nde47WH77odjr1UP7sL/xHNr7L6MUFhR77VG+zqfjufwWAk1ahWHEIhICrTrgfHgypt9XY/3kTUx/biv2etP2DcQ8e2/R7/UVw6rV6Y5VzapVqwAMA5BO5Pf7Wbu2aIN4o0ayFnCyCtQyDgNQDh8gy61fG0sO03zV4KYORq3IwekPnrCak17IU90SojZfJYQQhpyF2P/3OObNa6I9kjJTtADWT97ENWJctIciIiAK1To1n1FqpZqbZXhtRRf2+taz0SpRv59g+QEPGzNP4kkpIYQQ4iTTr1+/Uk3uVXfFJaJXdINfeZh//QE1R7/A5O98huFC1yNd4jGav/pgRyHpOcbJVlpCkmG7kmP8fFnl5WZj+fojwy4tNh7nQ5MINGwW4UGJclNVvAOuwTVqEoEE400TAJbv5+N47l6Uw/sjOLiSqVvX4Xjq1mKL0P1NW1M45o2iInQhhIgQ70VXo5lMunbLjwtQDJ49KiLbfeJ5LeFJRAdoFGfm/IZ2XfvewgBfZ0RvY4959c+G7VKILsrKf+qZuG9/HE0x/jNjmzkZ87JvIzyq6LH8uAAlL0fX7uvQg0CztlEYkRBCVC4tLl7Xluw7IRHdrn+mK0m7JP2635ZsL5qmf26r8fw+bK+NxT716VIVofu69sY5djru2x+LaBG6iC6tfhPcd4+mcMwb+DqeVuL1pSlC97fpTOFjU3CNGCdF6NWRouDv0B3nU6/hvOdpAqU4mce8fgWO0bdj/nFBBAZYfW3fvt0wwXz79u2MHj0agCuuuOJY+7p163TX+v1+Ro8ezc6dO+nTpw9164b35DdRfWipxr/36pEDZBmc4BeuQvQEq8rAJvr5qoPOAEv+dhu8QgghoiQ/B8f4EdWyCP0o8/oVmLboTycVNY8kolcCo9RKS16IQvQKLuwpisKwtrGMWqmf4H9rSz4v9wpdDCKEEEKIk9svv/zC6tWrUVWV5s2b069fP+Li4qI9rGJp8UloJrMuwbKBO7NCz1XKgT0objeBug3LlNhsWTTXsN17/uWG7S0TLQxpGcOsP4Inav0ajFuXy5t99RsatRDFvUqIjY5VneWXbw0TSDVHLM4HJ0riTDXlb9cF55g3ipLFd/xueI3pz23EPHkbrv8+hr9TlIu6AwEsX3+E9eM3UAKhj2729huIe2jVTHIXQtRsWq26+M44F8vSb4LaFa8Hyzef4LnytrC9l2EiehhPmrmlbaxh0fnbWwu4uIkjbO9Tah43pg2/6poD9RqjlaI4QYgT+XqeDR4X9rfG6/oUTcP25jg0qw1/j75RGF0E+bxYvvrQsMszcGiEByOEEBESoy9ET/L+W+CqKuU7GbldsoVFJxRBZbk1DjgD1I0pe2F7tRUIYHtzHJYVi0u81Ne+a1GScYv2ERiYqKoCTVvjenAC6tb12D55s9jggVD8TVvjueJW/B26gyKJuNWeouDvfhaFXXth/mUR1nnvoB4+EPpyvx/bOy+AxYrvzPMiONDq49NPP2Xq1KmceeaZNGrUiJiYGHbs2MGiRYvwer2MGDGCXr16Hbu+X79+nHLKKZxyyinUr1+frKwsli1bxo4dO2jQoAFTpkyJ4lcjoi2QWsewXTlygGxb5RWiAwxpGcNHO5269g92FHJ+I32RuhBCRJqSeRDHxJGoe3dHeygVZv3oDZxPTpXn6xpOCtErgVGxkL0gGzRN9wcqHEcdD2kZwzOrc8n3BSchfJTuZEz3xLAdpyyEEEKImuX5558P+nViYiLjxo1jyJAhURpRKagqWlIqypHgyeIGnkwSy1Mw5fNhn/Y05lU/AaBZLPhbdsDfrgv+9l2LUvvMxo/MavpmTDu36Nr99Zvib9815Fs+1Dmej9IL8Z4wh/bJTif3d/LSPtkS3GG2oMXEoRQGH+1cLQvRNQ3zjwsNu5wjnifQXFISqzMtpTbORyZj/fA1rIs+NbxGKcjF/uLDeC65Ae8l14Maoc8qmoZyYA+mzWswbV6Leetaw7TOY5dbrLhvuB9fnwsjMz4hhDDgGXAN5mXfopyQfGlZ/BmeAUMgVl/4VFaappFtkDCVZAvfhPA5DWw0iTOxO98f1L5kr5uduT6aJ0R2etK06TcUj74wXtLQRUX4+lyI2+3C9t7Luj5FC2Cf9gwuq71Gn7Bi/mURauYhXbu/ZQcCbTpHYURCCFH5jBLRU45LRE+xqajlWGhvd+Lc0D9+2ufmyhYxZb5ftaRp2N59Ccvy74q9zN+8HZ4rhuE/pVuEBiaqg0Dbzjgfm4Jpw0qsn7yF6a8dJb+mXmPcl9+Cv/tZUiBTE6kmfL3/g69nfyw/LsDyxUzUECeOFm0mfR7NasffXT4nnqhPnz5s376dDRs2sHz5cgoLC0lNTeW8885j2LBh9O/fP+j6u+++m1WrVvHDDz+QlZWF1WqlWbNmPPjgg9x9990kJSVF5wsRVUNMHFpMrO6kCuXwAbJqGRWih+/n81n1bDSIMfF3YfB81cK/nGS7A1JnJYSIKmV/Bo4JD6IeMd5Ap8XE4Ro2Ci25doRHVgK/D8dLj6AU5AU1m3ZuwbTqp5of1HGSk0L0SmCUiG72eYj3O8kzB08QhSNhKsGqclXLGKZvDX44c/o1Zu0o5K5TqnayqRBCCCEiq0OHDrzyyiv07t2bunXrcuDAAb755huee+457rzzThITE7noootKdS+XS1/EU9nMianYTyxEd2cSawqUeTz27784VoQOoHi9mLesxbxlLcx9G81mx9uqI942nfG07Yy/YXNQi5Kn4r7+2PCezrMH4nKHProvzQLXtrDxzh/B12jA2FXZvN1Hv4hpj0/CfEIhupZ9JCr//yvCvHMLpr27dO2eNp0pbNwaSvH1eDyeoH+Lqsd1xa1Ym7Qm/r2XUNz631NF07B9NgPlj03k3fwQWlxCpYxDzTyIZdt6LFvXYdm6HlP24VK9zl+rHrn/fRx/oxaG35PyPSjCwW6XVB1RMq1+E/zd+gQ9qwAorkIsiz/DO+i6Cr9HgU/jhFwDILyJ6KqicFObWEavztX1vb21gLGnJYbtvUrDvPpnw3YpRBcV5T33UnA7sX30hq5P8fuwT3kC1wPj8bfrEoXRVbKAH+uXHxh2eQYOlWIuIUSNpRkkoicfV4ieWs4Cpk4pxoXo07cWnByF6JqGdfZULD/MD3mJv0HTogL0Lr3k7xlhTFHwdz4dZ8fTMP/2I9a5b6Puz9BdFqiVhmfwjUXp1yYpnajxLFa8516Kt89/sCyai3XBbF0ADIASCGCfOgbX8Gejf7JjFdO7d2969+5d6uvHjh1biaMRNUEgtS6mwvSgNvXIATLjDQrRwzhfZVIVrmrp4MUNwT8DPAH49M9CbmkrdVZCiOhQd/+BfeJI1Lxsw/5AYgquBycSaNwisgMrJc/Aa7F9OE3Xbvv4TQq79AoZAiiqP/mdrQRaQophe5onV1+IHqYde8PaxuoK0QHe2pLPHe1jy5W4IIQQQoiaaeDAgUG/btKkCbfddhtt2rRh8ODBjB07ttSF6Pv378fr9VbGMEOqa4mh3gltDdxZBApyyMg4UqZ7tf75q2L7FbcL66bfsG76jVjAZ48hv0kbChq1JPWEojD+6U9v0IZAhn5R43j/l6TwgWrHHQh+Rlu4x8M3m/+m/QkTbHargxOnvPxHDpFRwvtUNY2+mWvYvrdtd7LK+LUcOBD6CFVRBdRtjv3GR2j2yTTsR/YbXmL9fRXxY/7Ln1f8l8L6zSr8luaCXOJ2bSN+11bidm3FnnWwzPfIadWZ3ZfcjB8rlPA9Kd+DorwsFgtNmzaN9jBENeG5eKiuEB3A+u0neC+4AmyOCt3fKA0dwnOC3/GubR3Dc2tz8ZzwdrN2FPBY1wQc5gjNW/l9mNcu1zUHUmoTaNYmMmMQNZp3wDUoLifWL97T9SleD/aXHsH50CQCLU+Jwugqj/m3n1AP7NG1+xu1wN/59CiMSAghIkMzOKEm3u/CHPDhU82k2Mv3TNU+2UzbJDNbs31B7SsPelh/xEPnVGu57ltdWOfNwPqNcQCEZrPjvv5+fGeeeywsQohiqSq+nmfj694H89JvsHz9Maa9uwikNcB73uV4+10Mlpr9Z0oYsDnwXjwU79mDsH42A+u3+tMdFb8P+/+ewPngBAJtT438GIU4SWipaZARXIjOkQN4GuuvTQ7zfNWQljG6QnSA2TukEF0IER3q1vU4Jj+K4tTXgAIEatfHOXIiWlqDCI+s9LznDMayaK4uzV09sAfzTwvw9b8kSiMTlU0K0SuBUSI6QJonhx0xdY/92qqCwxSehbZ2yRb61LXy8/7gVL4/8/ws/tvNeQ0lbU0IIYQQxevbty/NmjVj8+bN5ObmkpBQckpx3bp1S7wm3Fy1G8K2VUFtKb4CWibH0KhR6RM1FWcBMXt3l+m9za5CkratJWnbWsN+z1kX0aBFyxLv0wi4Oa+AaVv1acszDsQzu33w/3tL7TTI+COozebKp1GjRqUffLS5nKRsWaVrDsTEEXfuIOKstlLdxuPxcODAAdLS0rBaZZGoSmvUiIL2HVFmTsa2Wl9ECWDNzaT1zInkX3UH7j4XlinFTCnMx7J9I5ZtRYnnZoO0/dLSFJXCS67He8GV1FeLn8yW70EhRCQFmrXB17EH5o2/BbUreTlYflyA9/wrKnT/HI9BHDrhTUQHqGU3Mbipg492OoPas9wan+1yMqRlZJI9Tds2oBTok9l93fpIkqYIG89lN4PLifXbT3R9ituFY9IonA+/RKBJqyiMrhJoGpYv3zfs8koauhCihjMqRIeiVPRD1sRyJ6IrisKwtrE8uCJH1/fWlgKm9K65n0UtC2Zj/fxdwz7NYsV1//M183QRUflMZnx9B+DrOwDcLrDJ2rkAYuPxDL0HbA6s8/XPtIrXg+OlR3A+9CKBFu2iMEAhar5Aah1dmyknE5vfg9sU/MyTEuZC9FaJFnrUtvDboeDArVWHvGzP9tI6yfiUGiGEqAymtb9gf3U0itf4RGZ/w2a4Rr6AlpQa4ZGVkdWG57Kbsb/5vL7rsxlFJxHZT4KTvk5CUoheCbQE40L0Ot7gCaMkm4oSxon4Ye3i+Hl/pq79rS35UoguhBBCiFJJTU1l586dOJ3OUhWi2+2Rf8Y4lJRm2N7Qn4fdbtxnxLR1DYpmnAJaHpqiop1/ean/nzzYxcJ7Ow6Q7wsuAPt+v5c12Qpn1v23MFtJrqV7vZKfi91qqTbpT+Zfl6C6nbp23xnnYk8o/QaCo6xWa1S+/0QZ2e147xkD336Cdc5rKH6/7hLF5yV+1v+w796G+/r7Qy8Eup2Ytm/EtHktpi1rUHf9EZY/w4GUOriHjUI7pRtl+Y6S70EhRKR4Lr5WV4gOYFn4Id7+l4C5/Iti2SdGlP8j3InoADe3jdUVogO8vTW/fIXobiemjb/pklWKY9rwq2G7v1ufsr+/EKEoCp5r7kJxO7H8uEDfXZiPfeJInI++jFa/SRQGGF6mDSsx/ZWuaw+kNcDXo28URiSEEBFUUiF6ORPRAa5qGcOY1bnkeYPnjT7eWcjTPRLDnghaFZgXf4bto9cN+zSTGdc9T0sRuggPKUIXJ/BcfkvRZtJFBsnoLieOF0bifGQygcYlh9AIIcpGq2UceNXInRkU9AmVM191TctYfjuUrWufvaOQp7qXfe1KCCHKw7zsW2xvjUMJGM/X+1uegnPEuJCfQasa35nn4v9qDqY9O4Pa1ZwsLN98gveS66M0MlGZpBC9EhSXiH68xDCnSw1obKdBjIm/C4OLO77d42ZXno+m8fLbLYQQQojQCgoK2Lp1K7GxsaSmVt2dtFkxKYbtdQqPAKWfCDZtNk4110xmFL/PsK84/q690GrXK/X1qXYTd5wSx8T1ebq+Z9bksvDCWsc2LRptdFQ0DSUvBy3R+P9HVWP5caFhu6/vgAiPREScouC94P/wN2uD/dUxqNlHDC+zLP0GdfcOXPeMQUtrCF4PavpmzEcLz9O3lOvPphF/oxb423fF364L/o49KlTEKYQQlS3QphP+Vh0w/bEpqF3NOoz5p4UVOsoy2x2iEN0a/gTjnnWstE82szkr+Gf5b4e8bDjioVNqGZI9c7OJee4e1H0ZFR6XFpeAv3XHCt9HiCCKgvvGEeBxY1n+na5bzcvGMf4BnE+/UW2e5w0F/Fi/eM+wyzPgmmqzaVYIIcpLizUOcUjxFh2jXpHUzniLytUtY3hzS/CR7C4/vP9HAfd0qB4FCKVlXvo19pmTDfs0RcV1x+P4O58e2UEJIU4ex28m/Uk/j60U5mOf8GCN2UwqRFWipRoHTDV2H9YVolfGRrxLmzl4+Nds3Cdk6HyYXsjjXRMwqXLKlxCiclm+/RTbrCkh+30de+C652mwOSI4qgpSTXiuvA3Hiw/ruqwLP8R79iBISIr8uESlqnnb5auAQILx4sGJhejhXtQzqwo3tY3VtWvA9K0F+hcIIYQQ4qSTl5fHjh07dO1Op5P77ruPvLw8Bg8ejNlcdTewHXIYP2slFxoXt4Zi2rxG16bFJ1Iw7UucD7+EZ9B1+Ft2QFNL98jsPe+yMr0/wN0d4gyfCZcf8PD9Xve/4wrxQUzJzS7ze0aDsnc3ph2bdO3+Jq0INGkVhRGJaAi07oTz6TfxtT015DWmjHRiRt+OffwIYu+4mJjnh2P9/F1M2zdWqAg9ULcR3rMH4bxrNPlTPsM5djqea+7C3+VMKUIXQlR9ioJn4LWGXbYPXjF8pimtUIno4Q5PAFAUhVsM5q0A3i7jvJV1/vthKUIH8HXpBaaq++wrqjHVhHvYw/i69jbuzj6M9ZO3IjyoMNI0bDNewrTjd11XIKU2vl7nR2FQQggRWVpsnGF7su+fQvQKJKIDDAvx7DR9awEBTTPsq45Mv/2A7a0JIfvdw0bh79EvcgMSQpycVBX3TQ/g7dnfuDsvG8eEB1AO7YvwwISo2QK1QhSiuw7r2iqjED3JpjKgsb64c19hgB/3uQ1eIYQQYaJpWOe9U2wRurfn2biGP1e9itD/4e/UE3/bzrp2xVUYMthCVG+yylIZ4hLQVFV3XEIdXSF6+B+Srm8dw/h1uXhPWEd8b3sBj3SJJ8Ysew+EEEKImmjmzJksX74cgM2bNwPw3nvvsXTpUgDOOOMMrr/+ejIzM+nRowddu3aldevWpKWlcfDgQX788Uf+/vtv2rdvzzPPPBO1r6M09tuN09oT88tQiJ6bjSlDf3y8r20XsNmLUpLbdYHLAWchpu0bMG1eg2nLWtS/dqCcsNjn69YHfzHFtaEkWlXu6xjPmNW5ur5n1uRydn0biqKghdjoqORmAs3L/L6RZpQiA+A766IIj0REm5aYguuhF7B+Oh3rgtmG1yiFBZgrUFQJEEipU5R43r4r/nanoqXUqdD9hBAi2vydeuJv3ALTX8HPL4rXi33yozhHvkCgVYcy3zfbY1zAVBlHHQNc2SKGp37LJd8X/L4f7XQypkdi6QrgAwHMK5eEbUy+bn3Cdi8hdMxmXHc+iX3yY5g3/abvXvYNnsE3hEyAq7I0DesHr2L58UvDbu+FV8lmPyHESSFUInqyNx+A1Ao+U7VJstC3nk1XBLUrz893e9yc38heoftXBaZ1y7FPewZFM94g6br+fny9L4jwqIQQJy3VhPu2R1E8bsxrl+m7sw7jGD8C56P/Q0upHYUBClHzhPo83CRChegAQ1rGMPdPp679gx2F9G9Q/Z+3hBBVUCCAddYUrN/NC3mJ9+yBuK8fXn1PHFQU3FfeTszTd+q6LEs+x3v+5Wh16kdhYKKyRLUqec6cOQwfPpx+/fpRp04dkpKSmDVrVsjrc3NzefTRR+nQoQN16tShY8eOPPHEE+Tn50dw1KWgqmgJybrmNG9wgVFlLOrVcZi4tKl+F0y2R+OTnfoHJyGEEELUDMuXL2f27NnMnj2b9evXA7BixYpjbUeL1JOTkxk2bBiaprFo0SJeeeUV5s+fT926dXn66adZvHgxKSlV+2j4v62JBNCniMfm6ielQjFtXWfY7m/fRd/oiMHf+XQ8Q+7E+fSbFLzyGc57nsZz7qV4e56N+6r/4rr9UVDKd9rNbe1iqW2QkLX2sJeFf7kA0BL1z5ZQTRLRfV7My77VNWsWC94zzo3CgETUmcx4rrwd573PoDmM093KKhCfVJQKcNODFEyYReGLc3Df+jC+XudLEboQomZQFDyX3Gjc5XbheHEU6q7tZb5tttu44KcywhMA4i0qV7aI0bUX+jTm7Cgs1T3U9M2oOZlhGU+gVl38HbqH5V5ChGSx4rr3GfytO+m6FL8fy1cfRWFQFWOd9w7Wbz8x7AskpeLtOyDCIxJCiOjQYuMN248moqfaK14wMKyd8efmN7dUsbXRcjBtXoP9lSdR/H7DfvdV/8V3ziURHpUQ4qT3z2ZS3ynGnxXVQ/twTHgAqsPcvBDVgJaQjGawkbmRWx8+lVJJhehn17dR16G/95e7neSEOE1QCCHKzefD9sZzxRahewZei/uGEdW3CP0fgRbt8fXoq2tX/D6sc9+OwohEZYpqIfrYsWOZMWMGGRkZpKUVn/pSUFDAgAEDmDp1Kq1bt+bOO++kVatWTJkyhUGDBuFyuSI06tIxLESPQCI6FDcpVYBWg47qE0IIIcS/pk2bRnZ2dsh/pk2bBkBCQgITJ05kyZIl7Nixg8OHD5ORkcHixYu59957cTiq/rFOmX4TBy36xCl7bukT0UOlLfvbdy35xXGJ+Lufhee6+3Df+RTei66u0HFYsRaVEZ2MFy6fXZtLQNPQEpIM+5WcrHK/b6SY1i1HzdWP09e9L4RYsBUnB3+3PhSOfh1/oxZlfq0WE4uvay/cQ++h8Nm3KZwyD/edT+HrdzFaWoNybwwRQoiqzN+9D97+xoU4SmEBjokPou75s0z3zDZYTFOABGvl/Ry9ua3xvNXb20o3b2Ve/XNYxhGo1wjX3aPBYg3L/YQols2O67ZH0FT9fLDlxy9RDJ6XqyrLgg+wfj7TsE+zWHHd8WS1PC5YCCHKQ4uNM2xP8f2TiG4QPFBWFzay0zBWX3zw3d9udub6Knz/aFF3/I598qMoXq9hv2fwDUVzbkIIEQ1WG677nsHfuqNht7rvLxwTH4SCvAgPTIgaSFXRUvVhMkaJ6JVVY2VWFcPgBJcfPjNIShdCiHJzu7D/73Esy78LfcmQO/FcMazGrHW6rxhmPCe6/DvU3X9EYUSiskS1EH3KlCls2LCB9PR0br755mKvffnll9m4cSPDhw9n7ty5jB49mrlz5zJ8+HDWrFnD1KlTIzTq0jFKraxzQiF6YiXt1utR20rnVP2OwY2ZXn496KmU9xRCCCGEiJQcj8Yemz61Xc06VOp7mLas1bUFkmuhpTWs0NjK66Y2sTSI0S8qbs7yMfdPJ1qCcUp9dShYsfy00LDdJymJAtDqNsT5xKt4zzy/+Ousdnwde+C+8nYKR79Gwatf4LrvWbznX06gYfMaMxkjhBAlcV93X8ifmUp+LvaJD6Ic2FPq++UYJKInWhXUSvy52iHFwul19MXfW7N9/HKghHkrTTMsRNfsMRRM/ICCF+eU7p8p8ygc9x6BZm3D9WUJUSKtdj18p5+ja1c8bizffhqFEZWd5bt52D56w7BPM5lx3fM0gbadIzwqIYSIohjjQvQkb9FJL6lhWAc0qwo3tdFv5NOA6VsLKnz/aFB3/4Fj0kMobuOQMc9/rsQz+MbIDkoIIU5kc+C8/3n8TVsbdpv+2oFj0ihwlu50LyFEaIFUfXBp4xMK0WPMCnZz5c1XDWmpL0QH+KCUJ/gJIUSJCvJwvDAS8/oVht2aouK6ZRTe/1wZ4YFVLq1uI3x9Lzbss855PcKjEZUpqoXo/fr1o3HjxiVep2ka7733HnFxcYwcOTKob+TIkcTFxTFzpnEKS7QYFQvpE9Er5yFJURRuDZWKXk0npYQQQgghjsrxBNhr02/6U7L06QhGlMyDqPszdO3+dl2jVsxqNyuMPNU4Hfz5tbn4rHY0g7TOql6IrmQewrThV117oHZ9/G2kQEX8w2bHfdsjuG56kEB8EgCa2YK/bWfcl95E4WP/o2DafFwPTsQ7YEhR0WA1P4pOCCHKTVVxD3sIX/ezjLuzj+AY/wDKkQOlup1RInpSJQUnHC9kKnoJ81Zqxk7Ug3t17b7Op6PVqY+Wmla6fwxOMhQiErwDrjFst3w3DwrzIzyasjH//BW291427NMUFdcdT+DvfHqERyWEEFFmMqM59M81yb6iZ5qUMCSiA1zfOgajAND3/yig0Kd/nqvKlL934Zj4IEqh8XOf9+xBeK6+QzacCyGqhpg4nCMn4m/YzLDblL4Z++RHweOO8MCEqFk0g0L0Ru4jKNq/zznJlZSGflS7ZAtdaukDP1ce9JCeU31PoRFCVA1KTiaOccMxbd9o2K+ZLbjuGYPvrAsjPLLI8Ay+Ac1q17Wbf1+FadOqKIxIVIaoFqKXVnp6Ovv27aNnz57ExgZP6MTGxtKzZ0927drFnj2lT3yqbEaJ6HEBNzH+f3f3V+bC3uXNYki26SdpPt/l5EChv9LeVwghhBCismW7A4aJ6EpOJvhKngwybVln2O5v36WiQ6uQoa1iaBavL65Nz/UzO91p+HxZ1QvRzUu/DpooPMp71oVgcASXOIkpCr5+F1P44hwKXvyIgmlf4nzkZbyDbyDQuhOY9RPAQghx0jKZcd3xBL5OPQ271SMHiorRs4+UeKtst6Zrq6xjjo93SVOHYULoF7udHHSGnrcyGaShA/i79Qnb2ISoTIGGzfB17a1rV5wFWBZ/HoURlY555ffYpk8M2e++9WH8PfpGcERCCFF1aLH6YIEUXz5mBRIs4Smmru0wMbiZQ9ee49H4ZKczLO8RCUpuFo4JD6Dk5Rj2e888H/f1w6UIXQhRtcQl4hr5AoG0Bobd5q3rsE95EnzeCA9MiJrDKBHdqvmpe1zYZ5JB/VO4XRMiFX22pKILISpAObQPx7P3YPor3bBfsztwPTihRs9xa0mpeC80Tnq3fvQGBKrXBmthzBztAZRGenrRH8TmzZsb9jdv3pzFixeTnp5Ow4YNi72Xy2V8zFu4KTHx6DMrIc2Ty5+Ooh0eMfgqbTwKMKSZjalbg+/vDcD0zTmM6GD8ACUqh8fjCfq3EJEk338iHOx2/e5EIaKlKBHdoBBd01ByMtFS6xT7etPm1Ybt/vZdwzK+8rKoCg93SeD2n/TF5ePX5XFrfDLq4eB00ypdiB4IYPnpK12zpqj4ev8nCgMS1YLVVuKfYSGEEIDZguuep7FPGoV56zpdt3pgD/aJD+J8ZDLEJYa8TbQS0W0mhWtbxfDypuAEaG8A3v+jkBGdjE+KMa/RF6JrFkvIonwhqiLPxUMxr1mqa7d88zHe8y8HW9X6/G1a9wu218cabjAFcN1wP75e50d4VEIIUXVosfFweH9QW7K3gFS7ihLGgurb2sXxUbq+6PyNLQVc1yomrO9VWaxz30YNsVnS1/0s3MMekuACIUSVpCWl4hz1Io5n70U1OIHMvGEl9mnP4LrzSTBVixIcIaoUrZa+EB2giesw+/45ITklAvNVlzdz8NivOZw4XfZheiGPdo1HrQbPW0KIqkXd8yf2iSNRs41PdtfiEnA+OKHoNOgaznPhVViWfK7bmGzavR3zr9/jO/2cKI1MhEu1eArOzc0FIDHReOEsISEh6Lri7N+/H6+38nejJnsDGB0ynObJ4U9HUWGFJ/swGVTejo7z4xSmYUcj+GFoxrYCLo0/glnmciLuwIHSHY0tRGWQ7z9RXhaLhaZNm0Z7GEIck+PRDBPRAZSsQ8UXsWoaps1rdc2BtAaGR/9F2hXNHLy0IY+t2cHJ7nsK/PylxnPitkwlR1+Ivr/Qz8qDHpYfcLMn30+rRDP3dIgjxa5PW69Mpq3rUA/t1bX7O52GllI7omMRQgghaiSrDdfw53BMfABT+hZdt2nPnzheeAjnqBfBYTRLFaIQPQKJ6AA3tY3lf5vyOTGT/e2tBdzXIQ6TGjyfpRzca5ga4z+lOzgkcEFUH4EW7fCd0g3z78EbZNW8bCw/LcR73mVRGpme6ffV2F95CsVvfFKB++o78PW/JMKjEkKIqsUoET3Zl294+ktFdKtl4dRUC+uOBK9xbsr0svKgh9PTbGF9v7BzFWJe/p1hl69TT1x3PCHFm0KIKk1LTcM5alJRMXpOpq7fvOonbG9NwH3rw7KpRogyCrU+19h1mBWJrQBIjkAheordxH8a2flid3Dg554CPz/vc9O3ftXaOC6EqNrU9M04Jj2MUmBczxpIqY1z5Ato9ZtEeGRR4ojFM+h6bLOm6Lqsn0zH1/0sOSG7mjvpPtHXrVs3Iu9jyTtk2F7nuKNjWjVMo1Fy5f0WNALO3ZvLor3Bk1IHPSqblDoMbFTFJ6VqEI/Hw4EDB0hLS8NqNcrKF6LyyPefEKKmyfUE+LuYQvTiKAf/Rs08qGv3t4tuGvpRJlXhkS4J3PC9fiJ7pTtWX4iem8XmTA8rD3pZftDNygMedufri0QW/e3m2wG1iIngTkTzTwsN271nDYjYGIQQQogazxGD84EJOMYNNyzSNv25DceLD+N8cALYHEF9mqaR7TYqRI9MulN6p//YAAEAAElEQVTTeDPnNrCx6G93UPueAj+v/p7PvR2Di7rMq/Vp6AC+Gnxkqai5vAOv1RWiA1gWfoj37IFVYtFF/WMT9pcfQwkR6uIefCPeC6+K8KiEqJj58+czffp01q9fT2FhIWlpafTo0YMxY8YEnbabm5vLuHHj+OKLLzh48CBpaWkMHjyYUaNGERcXV+r3S0pKCtk3ZMgQpk2bVpEvR1QVhoXohaTYwzsHoygKt7aL5a6l2bq+N7cUVPlCdPNvP6K49Inu/jadcd3zdJX4u08IIUqipTXE9dAkHM/fh5KvLyqz/PIt2Oy4b7gfJDlZlNOsWbO46667ir3mrLPO4osvvij2mp9//pmBAweG7H/11VcZOnRoucYYboFQhejufxOEI1GIDnBNqxhdITrABzsKpRBdCFFqpk2rsP/vcRS3/ucJQKBuI5wPvVAlgvIiyXv2QCzffoJ6aF9Qu3poL5bv51epgA5RdtWiEP1o4nlOTo5h/9Ek9KPXFcduj8yDgRri6Jg0779fQ514O3Z75f4W/LcDLNqrP+ZuRrqH/2sd+mhmUTmsVmvEvgeFOJF8/wkhagJ/QCPXq/H3P0fxnUjNPIRxVl8RozR0AH/7LmEYXXgMamKnU4qFDZnBBR+7Vf2zruLz8p9Pd5NrLj4FdFOml+fX5vFMjwg9/xXkYV71o645kJCM/9QzIjMGIYQQ4mQRG49r5As4nrsPdd9fum7T9o3YX34C1/3PgeXfzclOv6Y7ahggKUILewA3t43VFaIDjFmdS7faVnrV/begyqgQXVNUfKeeWaljFKIy+Nueir9Fe0zpm4Pa1cyDmJd/h6/PhVEa2T/j2LUdx4ujQi6WeS68Cu/gGyI8KiHKT9M07r//fmbMmEGzZs24/PLLiYuLY9++fSxbtoyMjIxjhegFBQUMGDCAjRs30r9/f6644go2bNjAlClTWLZsGQsXLizTHGujRo245pprdO0dO3YM29dX1c2ZM4fly5ezbt06Nm/ejMfjKbbwKVwbASJFi9EXoqd480m1hb8A8bJmMTz+Ww5Z7uAzZT7f5eTZQj91YyJ7Gl5ZWH7+2rDdPfRusFbtInohhDheoGEznCNfwDHufhRnga7f8v0XaDY7nqvvkGJ0US4dO3Zk1KhRhn1ffPEFW7Zs4Zxzzin1/Xr16kXv3r0N36eq0FJqoykKihb8jNPYFflC9HMa2KltVznkCp40m7/bxQveAPEWOfFACFE8028/YJ82FsXvM+z3N2ldFByTkBTZgVUFFiuey4dhf+0ZXZf183fx9r4g5OmuouqrFoXoLVq0AGDnzp2G/Ufbj15XFWiJxsVRacclokdiYe/s+jaax5vYmRdckrVsv4fNWV7aJ0vCgBBCCCGqj1xv0STU39ZQieiHDduPMm1ZY9jub3tqhcYVToqi8HjXBK78Lngz4UGL8abLOp7cEgvRAV79PZ9LmzroWrvyT8ewLP/OMDnR1+t8MFeLjyBCCCFEtaIlJON8aBKO5+7VpYkAmH9fhX3qGFx3jTn2d3H2CQVMRyVZI7egdn5DO83iTfx5wryVX4Obf8jkx0F1qBtjQsk+grrjd93r/W06nZwT9qL6UxQ8A6/FMflRXZd1wQdFz81qdIoJ1T1/4pj4IEqhvqgGwHv2IDxX/VeKakS18tprrzFjxgyGDRvG+PHjMZmC/3z5fP8uDr/88sts3LiR4cOHM3r06GPto0ePZvLkyUydOpURI0aU+r0bN27MI488UuGvoTobO3YsGRkZpKamkpaWRkZGRshrw70RIBICBonoNs1HPVNxUQnl4zArXN8qlpc35Qe1+zR4d3sBo04tObArGpQDezBtW69r9zduSaBJqyiMSAghKibQtDXOB8bjmPAgike/edP69Udo9hi8l94Y+cGJaq9Tp0506tRJ1+7xeHjzzTcxm80MGTKk1Pfr3bt31X8etVjRElNQsoPXxZpEoRDdoipc2SKGV38Pft4q9Gl8vsvJta2kQFIIEZr5hy+xzXgRRTNIgAH8bTvjHP7cSV1s7et5Nv6vPsS0+4+gdiUvB+tXH+G57KYojUxUVLXYqtWiRQvq1avHypUrKSgIngAvKChg5cqVNGnSJOjoxGjT4hPRFP3/3jr/FKKbFIgzV/5kvaooDGtnnBDxxuZ8w3YhhBBCiKoq55/YzgKznWyTvvhayTwU+sWaZpiI7m/YDC3RuLA9Ws5raKNnneCC8QNW4zTz4zc6Fiegwd3LsvD4jYvOwsn800LDdu9ZF1X6ewshhBAnKy2lNs5RLxJIrmXYb16zDNubz0OgqCgq2ygOncgmoptUhclnJqMaTJEdcAa4+YdMfAEN09plulQsAH+3PhEYpRCVw9/5dPwNm+va1X0ZmAxOAIgE5cAe7BMfRMnPNez3nnk+7uuHSxG6qFacTifjx4+nadOmjBs3TleEDmD+Z5OWpmm89957xMXFMXLkyKBrRo4cSVxcHDNnzozIuGuSKVOmsGHDBtLT07n55puLvfb4jQBz585l9OjRzJ07l+HDh7NmzRqmTp0aoVGXnstuvAZXXymslPe7qW0sRj+FZ2wrwBuo/Dmf8giVhh7tE0CEEKIiAq064Br+LJrFOPjP9tkMLF/NifCoRE22YMECMjMzueCCC6hTp060hxN2Wmqarq2xO/KF6ABDWhqHP72yKR93BNbYhBDVk2XBbOzvvBCyCN3XpRfOByac1EXoAKgqnitvN+yyfD1HtylJVB/VohBdURSuu+468vPzmThxYlDfxIkTyc/P54YbqthRoKoJLV5fLHS0UCjJqqJEaML+mpYxxBgUvb/3RyGbMvVJlUIIIYQQVVW2+98Pbnts+uJxNSt0Ibr695+oedm6dn+7rmEZWzgdTUU/3sEQhei1vcZFIkY2Z/mYvDGvQmMribpru24HM4C/ZQe0+k0q9b2FEEKIk51Wux7OhyYRiE8y7LesWIx11itA8HPV8RKtkS0w7VvfxqNdjNM7fzng4ZnVuZhDFOX6uumPlhai2lBVvBcPNeyyzp8FBpsvKpNy5ACOCQ+ghljs8XU/C/ewh0CtFksKQhyzZMkSsrOzGTBgAH6/ny+++IKXXnqJt99+W3cKb3p6Ovv27aNnz57ExgYvDMfGxtKzZ0927drFnj17Sv3+OTk5zJgxg0mTJvH222/z++/6Ez5qun79+tG4ceMSr6uuGwHyrMaF6PUCxidLVFTTeDMXNNKnwu8rDLBgtz6VN+oCfsxL9YXomtmC98xzozAgIYQIH/8p3XDdNQbNYKMbgO3DaZiXfB7hUYma6uhz0PXXX1+m1+3cuZOpU6fy4osv8uGHH7J3797KGF6FBWoZFKK7/v18GslC9A4pFjql6DeZbM32MXF95a6xCSGqIU3DOud1bB+9HvISb+8LcN0zBqy2CA6s6vJ36I7vlG66dsXtwvp51fvcL0rHHM03nzlzJsuXLwdg8+bNALz33nssXboUgDPOOOPYQ9R9993HwoULmTx5Mhs2bKBz586sX7+eJUuW0LVrV+64447ofBHF0BKSITcrqC3tn0KhSC7qJdlUrmzuYMb24PQFvwb3Lcvi2wG1MRlFTwkhhBBCVDE5xyV37rUl06EwePFXyTp84kuOMUpDB/C37xKewYVZn3o2+taz8eM+NwAHLcYFWscnordONHN6mpWedaxszfYxZZP+BJyJ6/MY1NRB2yTjpJaKCpmG3ndApbyfEEIIIYJp9ZvgeugFHM8PRynUPwtYv5uH95zBZPuM07OSrJEvMh3RKY7fDrr5Zo9b1/fOuoNMMDrVpmlrw7QsIaoT32l9CcydjnowuBDAtPsPTBt/xd+pZ0TGoWQfwTH+AdTDBwz7fZ164rrjCTBFdTlBiHJZt24dACaTiV69erFjx45jfaqqcueddzJ27FigqBAdoHlz/WkFR9sXL15Menp6qU/o3bRpE8OHDw9qO/fcc5k2bRq1a9cu41dTsx3dCHDOOeeE3AiwePFi9uzZU6VOSM6xxGI0mjqVVIgOcGu7WL7O0Bedv7k1n8HNHJX2vuVh2rQK1WC+zt/lTIgzDl0QQojqxN/lTNy3P4Zt2ljDBFTbzMlgc+DrdX7kBydqjL/++osff/yRBg0acO65ZdvI9fHHH/Pxxx8f+7XZbOa2227jmWeeMTwtKFq01Lq6tkS/k0RvATmW2IgWogPc0CaGB5brTyR+aUMeFze2c2otq8GrhBAnI+u8GVgXzg7Z7zn/CjxD7pRwhxN4/u82zL/rk9HNP8zH2+t8Ai1PicKoREVEdeZ4+fLlzJ4d/AdxxYoVrFix4tivjxaix8bGsmDBAsaNG8f8+fP5+eefSUtL4+6772bUqFE4HFVrYgVAS0yGE4Ix6hxNRI/wQ9JdHeKYtaMQ7wmffVYf9jJ9awG3tTdObBBCCCGEqEqyPf+mAholoitZh4uSAw1OnjFtXqNr0xQVf5vO4R1kGD3dI4HzFxzC7YcDIRLRByW76HdOCj3rWEmx/ztp6PFrLPnbxe9ZvqDrvQG4Z2kWX19UCZsRPW4syxfpmjW7A99pfcP7XkIIIYQIKdC4Jc4HJ+CY8ACKy6nrN6VvJrtuLcPXRnrOCkBVFF47K4W+Xxzkr3x/UN9FR9Zi8vt0r/F1PytSwxOi8pjMeAZcg/2dF3Rd1vmzcEaiED0/B/vEB1EPGCc8+9qeiuuep8FcORtZhahshw8XFcC++uqrdO7cmSVLltC6dWs2bNjA8OHDeeWVV2jWrBm33HILubn/BAklGn/+Tkgo2iB+9LqS3H333QwaNIiWLVtisVjYsmULEydOZNGiRVx11VUsWrSoShX/RFs4NwK4XJFLBj+g2TBaHk9y5VTaOM5I0Wger7IzL3jRb9l+D2v359MuqepsHIr/YYFhe8Hp5+KN4O9TJHg8nqB/CxFJ8v0XZZ3PxHvdcOJnvqjrUjQN25vj8Cgqnq5V+1Qvu11/4oaoGmbNmkUgEGDIkCGlfn6sVasWo0eP5oILLqBx48YUFhby66+/MmbMGKZOnYqiKDz77LMl3idiz1UJyRiVdjdxH2aDJZZYvLhckTs57P8amXh7i4nfs4Pnqfwa3PFTJt9ckIjVJIGflUX+XhPRVJbvP9P+DGK/eC9kf8ElN+C88GqQ72W9ek1Qe/TD/tsPQc1KIIBjwgPk/vdJvO2r3sn2pXUyPldFdSZi2rRpTJs2rdTXJyYm8vzzz/P8889X4qjCR0tI1rUdTayMdLpUq0QL93WI54UN+mNinl6dy4AmDhrEyoSnEEIIIaq24ER0g0J0n/f/2bvv8KiKrw/g33u3p+xuOi0FQu9NWui9SBEQVOzyU1FURBCwd0CwoAiCr4ooKKiAIIhSpHcQ6YROKOnZTdm+975/RMrmziabkC1Jzud5eJSZuXfPQkhm5545A+QZAa3etcPpgOzUYcl4IaE+EBxazlGWnxYRSizrHYGZh/OQbdbDyfGQFamq0jPEBGucdFOmUsZhbucw9Po9A0KRtbn9GXYsPFmAcU3KdzOi/MA2cCZpxS9H+56AOqhcX4sQQgghxRMSG8Py/LvQfDhJ0sdlpcMQzn5454+K6EDhEcuLe4Sj79oM3Dblwz0Z+5njHW26+CgyQrzLkdQXwspF4A2u1WJlyUfAnz4CoUFz7724KR+aWZMhu3KB2e1MbATLhA/o2GBSoQlC4Q8VpVKJJUuWoHr16gCATp06YdGiRejcuTPmzp2LJ554otxf+0al9RvatWuHZcuWYfDgwdi5cyfWrl2LIUOGlPvrVlTluREgNTUVdru9/IIrxrkCB3oy2mXZ15CSkuK11x0aKccnedJ0rbn/ZGJqXd+895LIzAVoeniXpN0Wqsf50GjAi38+/pSWxj5hhBBfoK8/P4prhMh+9yP2T2lFVE4UEPLVdFwY9Sxy6zbzQ3AlUygUSEhI8HcYhEEQBCxZsgQcx+HBBx/0+LpGjRqhUaNGN38fHByMQYMGoW3btkhKSsKCBQswYcKEEk/p8dW8SivyYD2xirNk4UhIPEyZqUjJ810iOgBMS+DwyL9qOEXXhPOTRife2Z2Gp+IDY85VmdHPNeJPnnz91f55HvNEFBEcrgx4AJnNOgNX2MUfCKBs1xeNDm4HL7hu+uGsFoR+/jou3fM/GBq18VN0ZVdV51WBsyW+EhJ10uQondMMldMGvcr3FdwntQjFyosmnMt1/ceb7xDx8h4DlvSK8HlMhBBCCCGlYbTe+iDHqogOAHxOBoQiiej8pbPgzNIEaWfjVuUanzd0r6FG9xqFO2a5rTrAmOPSz+XmsC4DALSKVGJ8kxB8dixf0vfuoVwMjFMjPrT8PhLIt61jttu7Diy31yCEEEKI55yNWkOUycEVqSjOZ6XBEC9dIAf8UxH9hpaRSnzYQY8JuwwAALXThv7ZRyTjhOqxEGvE+zg6QrxEoYR9wGiofvxC0qX8fQks3kpEt5qh+WQaZBeTmd3OuESYX/oQ0NCGUlKx3Uhebtmy5c0k9BsaN26MhIQEnD9/HgaD4eZYo9HIvNeNBOgb48qC53k88sgj2LlzJ/bu3UuJ6F5SrVo1n73W9qvsOVWsRgZVbKzXXvfpGAFfXs6B2fWRH/7IVGB6UjS0ftpceDv136vBs062SeqH2PjKN5ez2WxIS0tDTEwMlEpWTVdCvIe+/gJE7CMoCNIgeOU3ki5ecKLOr18i97l3YQ/gU1pJ4NmyZQuuXLmCbt26lUtSW0xMDAYOHIjFixfjwIEDGDBgQLHjfTWvkvHSOQMAxFkKN203TqgJjdy3FchjAbzgMOHjY9LTBhddUeC+JpFoGkZpd95AP9eIP3n69Sc/dwL60/9I2kVehrzHJ0NzV3d47xNhJREbC0uvYQja8KukixecSFixEPljnoO1S/E/q0hgoJ+IXsSqiA4AMXYj9Ep2nzep5Rw+7hiGoX9mSvrWXrZgzSUzBsf7PkGeEEIIIcRTRtutagdX3SSiczkZQHw9lzbZyUPMsc5GFes4JzE0rFSJ6AAwtVUofr9kxvk81yeTJoeICbsMWNE3Ahx354t3XNpVyE9KP2w7ayRASGx8x/cnhBBCSBnwPMTwKHAZ112auaw0GKzspCmtwr/HCj9SPwh70qz46ZwZvXOOIliwSsY42nT1Q2SEeI+9+yAo13wPLt+1yq/8yF7wl85AKPL55o7ZrFDPeR2y5KPMbqF6HCyTZwf06VGEeKpevcJ/P+6qbN9ot1gsSExMBACcP3+eOfZG+41xZRURUVgUyGQy3dF9Kpvy3AjgyyOw05XseHROC+DFONRqYHSiFYuSXb+OTA5gxRUBTzf2/0Yize4NzHaxx92V+phypVJZqd8fCWz09ed/4rCHYXPaoVz9vaSPs9ugnfcWzC9/RGvmxGOLFy8GADz88MPlds/SzEd99j2lOjtdM96aCY2MQ1iIf3KZprZWYf1VO07kuCbKO0Rgwj4T/h4cBQXv37W0yox+rhF/KvbrTxShWfUts8vedwT4Lv1BX7meEe57Go7MVMj/2Snp40QBoT/MgdJmhn3QA36IjpSG/7fDV2Kizk0iui0XepV/JiLdaqhwf1324tPLewzItbEfQhJCCCGEBALjbXOVqyr2XIvLzpC0yU4wdiPL5HDWb1p+wfkAa37J5RqKvSZIzmNOEvvP6u9rViw9Wz4PvhXb/2C2O7oNAsoh0Z0QQggpT0uWLIFery/2lycVSrdv317sPZYsWeKDd1M8ISJG0sZnpsHAWAPSKjnI/PzwjOM4fNxJj8ZhctyTsZ855mTdDj6OihAvUwfB1ncks0uxppy/jzgcUM97B/LjB5jdQlR1mF/+yG2RFUIqmi5dugAAkpOl1f/tdjvOnz+P4OBgREZGIjExEdWrV8fevXtRUOB6qlpBQQH27t2L+Ph41KpV645iOnCg8N9fXFzcHd2nsvHVRoDydk1QwcF43Ko0S0+nK29jG4Uw2//vZAEEUWT2+Qp/6Qxkl85I2p31m0GsRnUBCSGVm234427n95zFDM3sl8FfPuvjqEhFlJ2djXXr1iEsLAx33313ud03IOejQSEQg4IlzXGWTIT5Kb8KAJQyDvM6h0HGCOFYth0fH8nzfVCEEL+THd7NLPAgaoJhGzzGDxFVYHIFLM+9DXtSP7dDVMsXQrlsAeDnz7mkeJSI7kVuK6LbjND78Ui89+7SIoJxzPJ1k4B3D+YyriCEEEIICQy3J6JfcVMRnc8pcvqLww5Z8hHJOCGxMaCqWKfBsOaXXG52idd1qa7Co/XZmxFf2WdEmsnJ7POY0wH59vWSZlEmhz2pz53dmxBCCPGCZs2aYcqUKcxfjRo1AgD06tXL4/slJSUx79WsWTNvvQWPiYxEdC47DUaL9Oe/P9erbhck57G4qw6Ds6WbCVNU4RhxNtJtRXdCKip773sgqqWfT+QHtoK7frl8XkRwQrXwA2aFIQAQwiJhnvIxxPCo8nk9QgJA7dq10bNnT5w/f/5mNckbPvnkExiNRgwaNAhyuRwcx+Ghhx5Cfn4+Zs2a5TJ21qxZyM/PxyOPPOLSbjKZkJycjJSUFJf248ePw263S+LZu3cv5syZA4VCgWHDhpXPm6wkfLURoLxlWUXkKKRJU1yB95OSmoYr0DFGelT82VwHtl6TnirjS6x1IgCwdxno40gIIcQPOA62B56FvdsgdrcpH5rpE6BY9xNg8+/3axLYfvrpJ9hsNowaNQoqlYo5JisrC8nJycjKynJpP3z4MHP8/PnzsX37diQmJqJ168A6NViIqCZpi7NkQs/Ib/KllpFKvNiMfWLYrMN5OJotnfcTQioxwQnl8oXMLtugB4AQ9olspBgyOaxjp7jdyAcAynU/QvXtbEC4w7wG4jVyfwdQmYk6dnJUtM3o14lShFqG99vp8PT2HEnf/50qwKjEINwVLV24IoQQQgjxt9srd2bLQ2DhFFCLrgs8RSui8+dOgmMs5jobt/JOkF7ETEQ3FRQuVivZi5A3vH2XDn9eseC6yTVpy2gTMXmPAYt7RpQ5LtnR/eANmZJ2Z+skIFRf5vsSQggh3tK8eXM0b95c0m6z2fDVV19BLpfj/vvv9/h+nTt3xrRp08ozxHIjRjIS0e12IM8IwDXpNVAS0QGgQeoJaOzSSqKrItviYr6Ap7fnYGmvcPB08gqpLIJDYe85DMp1P7o0c6II5dofYR075c7uLwhQffsRFHs3s7u1YYVJ6FHV7+x1CAlAH330Efr27Yvnn38ea9euRb169XDkyBFs27YNsbGxePfdd2+OfeGFF7Bu3Tp8+umnOHLkCFq0aIF///0XmzdvRuvWrTFu3DiXex88eBCDBw9GUlIS1q5de7N97ty5+Ouvv9ChQwfUrFkTCoUCp06dwubNm8FxHGbPno3atWv77M+gIrixEeDDDz/ErFmz8NZbb93su7ERYOLEif4L0I1sq4AceTCi7K6J55zJN9Uxn2wUjN1pNkn7wpMF6FHTT4fB221Q7N4gaRZVajjadfNDQIQQ4gccB+ujEwGbFYrdG6Xdpnyoln0JxZ+/wDbsYTi6DATklL5DXP3www8AgIcfftjtmIULF2LmzJmYMmWKy9rUQw89BIVCgVatWqFGjRowmUzYv38/jhw5Ap1Oh4ULF0Imk3n9PZSGGBEDpJxzaYuzZiHMz4noADC5ZSjWXjbjpMHh0u4QgWe352DT4Cgo/HzKICHEN+Q7/oLs2kVJu6CPhL3vCN8HVFnwPGwPPAsxRAvVim+YQxRb14IryIPl6dcABeW2Bhr//7SuxNxVRK9mM0Dn5wd7oxM16F5DmqwkAnhhZw7sAh1lQAghpOzWrFmDYcOGoXbt2oiJiUHz5s3xxBNP4MqVKzfH6PX6En/dPp4QoDBp+iaOY1ZF53JcE9HlJw4y7+VoFFiVHjwhavXMdi7PWOK1OiWPjzuyr199yYLfLprLHJdi2zpmu70rVbkihBBSsaxduxbZ2dno168foqOj/R1OuRDC2e8j1JgmafN3hanbyQ5uZ7b/FtkWALA+xYI5R6WJ6oRUZPZ+IyEqFJJ2+a6/wGVJ/816TBShXPqF23m7GBQCy+RZEKsH0LHshJSj2rVr4++//8YDDzyAw4cPY8GCBTh//jz+97//YfPmzYiJubVpKzg4GGvXrsW4ceOQnJyMuXPnIjk5GePHj8dvv/0Gjcazk9UGDhyI9u3b49ixY1iyZAkWLlyI06dPY8SIEdiwYQMef/xxb73dgLN48WKMGzcO48aNw6pVqwAA33///c222yvVv/DCC2jatCk+/fRTDB8+HG+//TaGDx+OTz/9lLkRIBBkWQQY5IyK6Pm+SUS/O16DahrpHO7PKxZcynMwrvA+2eFd4PKlJzA72vUA1OwT+wghpFLiZbCOnQpH6yT3QwyZUC/6GEHTHoZ890ZAoNO/SKGDBw/ixIkTaNOmDZo0aVLq65944gnUrFkTu3btwsKFC7F06VJYLBaMGzcOu3btQps2bbwQ9Z0RIqRrWNVtBsTI/TOnuZ1KxmFelzDIGLnmR7Lt+PSIb+Z+hBA/s1mhXMlOkrbd8yig8tNm4MqC42Af+jAsD0+A6KYAjfzANqg/mQZYTD4Ozrs8ybFavnw5xowZg5YtW6JWrVqoWbMmOnTogGnTpuHatWulfs1Dhw7h3nvvRVxcHGrUqIHevXtj5cqVZX4PtKXSi0Q31R+j7bnQK/27E47jOHzSUY+Oq9JQ9CTmEwYH5h7Lx4vN2UfLEEIIIe6IoogXX3wRixYtQu3atTFixAiEhITg+vXr2LlzJ1JSUm4enztlCrua24ULF7B8+XI0bNgw4I7aJf5ntLkuwl5ThaGuxTUhg89xrcwtO/GP5D6iUgWhbuPyD9DLRC37xB0uNxsiY4GuqAFxGoyorcGvF6RJ55P3GNCtuqrUCWicMRuyw7sk7UJ4NJxN25bqXoQQQoi/3UiEKq7SFMv58+cxb948WCwW1KhRA127dkWNGjW8EWKpiZHSY40BQJubAegSXNr8vV51kyBAzkhEz5SHYLuu4c3fv3soF22ilOhavfiTYQipKER9BOxdB0G5aZVLO+d0QvHHMtgefL5M91X++jWUG35lv6ZaA/OkDyHE1S3TvQmpKGrVqoV58+Z5NFan02H69OmYPn16iWO7dOkCg8EgaR88eDAGDx5c2jArpd27d+PHH11Pe9izZw/27Nlz8/c35l43NgLMmDEDa9aswfbt2xETE4Px48djypQpHm8E8KUsi4BsBSMR3UcV0RU8h0cbBGPGYdfXE0Tg29MFeKut74+FV2z7g9lu7zLAx5EQQkgAkMtheeZNqD99FfJj+90O49OvQf3le3D+vhS2kWPhbNkRoBPAqrQ2bdow55lFTZs2jXlK34QJEzBhwoTyD8yL3K1h1bHnAPD/6V2tIpV4oVkIPj4iLYzw4b95GBSvQeMw6eZyQkjlodiwAnyR09kBQKgeB0eX/n6IqHJy9BoGBIVC9dUH4JxOSb/8+EFoZr4E80szgBDff+YtT6XJsfr1119x/vx53HXXXYiJiYEoijh69Ci+/PJLLF26FOvXr0ejRo08et1t27ZhxIgRUKvVGD58OEJCQrB69Wo89thjuHLlCp577rlSvxdKRPcmuRxmjRYas+uu/xib0e8V0QGgtlaOKS21ePugtCrBzMO5GJagQW0tfYkQQgjx3JdffolFixZh7NixmDlzpuRIN4fj1o511qIIAEyePBkA8OCDD3ovUFJhFU1EZ1ZEv/3Dn9UM/twJyRhn/eaAvOItBok69ok7XK7B43vMaK/D5msW5FhdT8BJNwt4db8RX3Rmv4Y78p1/MT8AOrr0B/jAOtaREEIIKc7ly5exdetW1KxZE7179y7VtT///DN+/vnnm7+Xy+V48skn8e677/r9mGNWNSkACM/PAIqs0QZKRXT+wmnJ5kIAWBPZBs7b5heCCDyxJRvbhkajehDNO0jlYB8wGoq/V4MrUglRseV32Ic85PYUTncUa5ZAueYHZp+oUML84nQIiRVvky4hpOKYP38+5s+f7/H40mwE8DenICLHJiCHVRG9wHdVMR9tEIzZ/+bBUeSw48XJJkxtqYVa7rtERi47A7Kj0kRLIaYmhPrNfBYHIYQEFIUSluffheqrGVDs31LsUNmV89B8+gqciY1hu/d/cDZq5ZsYCQkA1rBosEoNJFika0T+MqWlFusuW3DK4Fql3S4Az2zPwca7oyDnaRMJIZVSfi6Uvy9hdlnv/R8goxzL8uTo2AtiUAjUc98AZ7NK+mXnT0Lz/guFpzyGR/khwvJRmhyr7777Dmq1tOr+4sWL8fzzz2PGjBn47rvvSnxNh8OBF154ATzPY+3atWjevDkA4OWXX0avXr3w7rvvYujQoYiLK93pmfQvwMsKgvTMRPRAebA3vmkIfj5vwokc10mSxQm8uNuAlX0jwNFOW0IIIR4wm82YOXMmEhISMGPGDGbCjVxe/NTDYrHg559/hlKpxH333eetUEkFZiiSPH1NJU3C4CwmwFwAaIIhSz4Gzik9ss/ZuGIu3opaPbOdM+Z4fI8ojQwz2uvx1DbpNUvOmHBvHQ261/Dw2DBRhGLbWmkzx1GVK0IIuUPNmjVDSkoKsy8pKQlr17p+/71+/To+/fRTbNmyBSkpKQgODkZiYiIeffRR3HvvvX5Phq4IlixZAkEQcP/993v85xUZGYm33noL/fr1Q1xcHEwmE/bt24e3334b8+bNA8dxeP/99z26l8ViuZPw3QvWQZoaBVQ3ZUnaQnjBe3GUQtC+v5ntq6Okp61kWAQ8ujkTv/TUQkEP+krFZrO5/JcEiNAwyNr1gHrPJpdmzm4Dt/YnmO95zONbqTf/BtUvXzH7RJkcuU+/AXtCQ8BP/+7pa5CUB9YDOEJ8xWgTIIhAtjxE2lmQDwgCwHv/eWC1IBmGJGiwosgJeNlWAUvOFuCJhoz4vES+8y9woiBpt3cZQJV9CSFVm0oN6/i34Dj5D5Q/fwUZo4DO7WTnTkAz40U4mrSFbeRYCHUaFjuekMrAoI2GltFe0xw4iegqGYcvOoehz9oMCEU2AR7OsuOzY/mY2DzUP8ERQrxKuXYpOJP0RARn3SZwtu7sh4gqP2eL9jBPng3NJ1PBmQok/bJrF6F5fzzMkz+CWK2WHyK8M6XNsXK3BjZs2DA8//zzOH/+vEevu23bNly4cAFjxoy5mYQOFBYGmDhxIp555hn8+OOPmDJlSqneDyWie5lRo0NkkbZomxEhAVARHSg8sm9OpzD0XZuBInMkbLlmxbJzZtxXN8gvsRFCCKlYNm/eDIPBgDFjxsDpdGLdunU4d+4cdDodunfvjjp16pR4jzVr1sBgMGDo0KGIjCz6E5RUdVanCLPTdcbCqogOAFxOJkRNMGQnDzH7nY1al3t8viBq3bzfPM8T0QFgVB0Nfjlnwoar0t3Dz+80YPewaAQrSp6v8mePg78uTZJ0Nm4NMcr/xyQSQkhFp9VqMW7cOEl70SoEFy9eRK9evZCdnY1evXqhf//+yMvLw9q1a/H0009j27ZtmDdvnq/CrpAEQcCSJUvAcVypTuZp1KiRy1GHwcHBGDRoENq2bYukpCQsWLAAEyZMQFRUyRU5UlNTYbfbyxR/SXRBoVCYXKtyxlsZD/HMuUhJyb6j11JnXIUizwhT9Xg4NawU+BKIIhrt2yppdipUSGzRALgivWRvhgNv70rDU/He+fOr7NLS0vwdAilC3aIrGhVJRAcA1d+rkaEIguhBIp8qJwOR29cw+0SOx4V7/gejLgZws+nJl+hrkJSVQqFAQkKCv8MgVViWtTDh2qBgVEQXBcBiAoJ8kwQ+tmGwJBEdAN46kIs+tdSIC/HBI2FRhGL7H9Jmjocjqa/3X58QQioAZ6NWML/+BWSHd0P5y/9BdqX4hCH58QOQHz8AR5sucLTu7LVNPaJcAWf7Hl65NyGeygyKBKv2ajVTBqPVf9pEKfFckxDMOSZNSJ3xTy4GxKrRKKzincpMCHGPy0qHYsOvzD7r6Kdo060XCfWbwTxtDtSzJ4NnFOfjM9Ogef85WCZ9CCG+nh8iLLvyyLECgL/++gsAXJ5VFWfHjh0AgJ49e0r6evXqBQDYuXOnR/e6HSWie1m2Wo/EIm0xdiNkysD5BnRXtBJjGwbjq1PSnSOv7jOiTy0VItRUOY0QQkjxDh8+DACQyWRISkrC2bNnb/bxPI9nnnkG7733XrH3+P777wEADz/8sNfiJBVXrk1aTemqm0R0PicDzhrxkJ34R9InBgVDiK9b7vH5ghiqY7aXpiI6AHAch4876dFxZTryi5zbfDnfifcO5WJ6e32J91Hs2sBsd3QdWKp4CCGEsOl0OkybNq3EcZ9//jmysrIwffp0l8T1N954A507d8bSpUsxderUUh+jV5Vs2bIFV65cQbdu3coloS0mJgYDBw7E4sWLceDAAQwYUPJJIdWqVbvj13UrqhpwyTURPZZxrHF8VBhiY8teWTZ42ZfQbF4FABBCdMh/6AXYWnYq1T1k1y5BnS1NSnU0b4cpnWNxcnse/rwqTThffFWBR5tHoa6W1rA8ZbPZkJaWhpiYGCiVSn+HQ24XGwtry05QHd7l0iyzmhG/5ts7urXIcch/9CVoO/RiVprzJfoaJIRUdFmWwrUqZkV0AFxBHkQfJaJ3jFGiSZgcx4ucgJxnF/HM9hys7h8J3svJEfyZo+DTpLsGnc3ughge7dXXJoSQCoXj4GzVCeYWHSDfuxnKFd+AT79W7CXyg9shP7jdayGJoToUUCI68bN0lQ5WTg6V6DqfCc8PnIroN0xrpcUfKRYkG11jtQnAszty8NegKMjp5D5CKg3lym/BMYrIOFolQajfnHEFKU9CXF2YX/0cmg8ngc9MlfTzuTnQTJ8A84vTITSoOH8fZc2xWrlyJU6dOgWz2YxTp05h06ZNiI+PxyuvvOLR6547dw4AkJhYNKu58NlWSEiIx9XVb0eJ6F6WqZQu54c5TMh32AFF4Cyuv95Gi98vm3Hd5JrglWUV8Pr+XMzrEuanyAghhFQUmZmFiwBffPEFWrRogc2bN6N+/fo4cuQIJkyYgLlz56J27dp44oknmNdfvHgR27dvR61atdCjBy12ESljKRLRuewMoCAP/MVkSZ+zQUtAVkGnwUoVxKBgydFTXG7pEtEBIDZEjrfaajFpj1HS9+WJAgyvHYS7oouZrzockO/7W9IsBoUUVmYhhBDiMxcvXgQA9O3rWmVQr9ejY8eO+Pnnn5GdnU2J6MVYvHgxgPLdEBkREQEAMJlMHo13d6xieeCiqgOXzri0xTMS0aOClWWOgz9/6mYSOgDw+UaELnwfluffhbMUyeiKY/uY7eJd3aHRaLCgmwrd16TjYp7Tpd8mAK8cMuO3fhHgqAJNqSiVZf97J97jHPowUCQRvTxYH5kIrvsgBNLfOH0NEkIqqhuJ6Dly9snCXEGez06M4zgOr7fR4r6N0tNtdqTa8OWJAjzTxLtJ8Yrt65nt9i4lb8okhJAqiefh6Ngbjru6Q779DyhXfQfeEHgJt4T4So4duKyOQD2za4ECfW66nyJyTy3n8EXnMPRblwHBtd4TDmXa8cXxfLzQLNQ/wRFCyhV/5TzkO/6UtIscD9vIsX6IqGoSY2rB/NpcqGdNguzqRUk/Zy6AZtYkWMa/DWfLjr4PsAzKmmO1cuVKrF69+ubvW7VqhW+++cbjIku5ubkACk9lZgkNDb05pjT4Ul9BSiVVqWe2c7kGn8ZREq2Sx4cd9My+pWdN2HrN6tuACCGEVDiCUPjgRalUYsmSJWjdujVCQkLQqVMnLFq0CDzPY+7cuW6v/+GHHyCKIsaMGQOepykKkTLYREnbFXeJ6DmZkJ0+UngMchHOxq3KPTZfEkOlGwTLkogOAI83DEbHGGmyuQjguZ05zOT/G2THD4DLl34AcdzVHVCqyhQPIYQQVzabDUuWLMFHH32EhQsX4sCBA8xxN47bu3H83g0GgwF79uxBTEwMGjRo4PV4K6rs7GysW7cOYWFhuPvuu8vtvjf+vgJhA4AQESNpi3TkI8hpcWnTq8o+D5czEmY5pxPquW9Cdvyg5/dhVHgTZXI4WrS/GeOi7uGQMXLNt1234ufzZs+DJiSACXUawtGkbbne03r/s3D0GFyu9ySEkKosy/pfIroimNnPFZT+we2d6B+rwQN12Unx7xw04rRBWsGv3FhMkO/dLGkWg7VwtirdCTmEEFLlyOVw9BgM06wlsN43DmKIv88uIsQ/cqwCUlSRkvZgY+AlogPAXdFKPOtmo98H/+R6d+5FCPEZ5c9fMXMOHF36Q6hV2w8RVV1iWCTMr3wGZ2JjZj9nt0E951XI3ZzqHmjKmmO1ePFiGAwGXLx4EatXr4ZCoUC3bt2wdetWX78FF5Tl5WXXFDpmO5crrUjgb4PjNRgYx6488+KuHJgd0uQvQggh5IYbu+VatmyJ6tVdK/00btwYCQkJuHDhAgwGg+RaQRDw448/gud5PPjgg74Il1RArKToNIUOIied0vLZGZCdOMS8j7NR63KPzZdEHSsR3VCme/Ech8+S9FDJpH2nDA4krUrH9uvsDYny3RuZ7Y6OvcoUCyGEEKm0tDQ8++yzePfdd/Hyyy+jd+/e6NmzJy5cuOAy7vnnn0fdunXxyiuvYOTIkXjzzTcxceJEtG/fHjKZDD/88AM0Go2f3kXg++mnn2Cz2TBq1CioVOzNVFlZWUhOTkZWVpZL+42jE4uaP38+tm/fjsTERLRu7f+5hxgRzWyPs7i+H72y7EuFnJtjxDm7HepPXwWffLTke2SmQsY60aZJGyDo1oO9lpFKPNWYnfD16j4jDFb3m+kIqUhswx5hft4pC+vwx2Hvf2+53IsQQkih7JsV0d1UGi/I92E0haa316FWsHShx+IEnt6eA3vRkp3lRL5vKzirRdJu79Q7oE6IJoSQgKZUwT5gNApm/1j4WUBNazmkajFYBVxSSxPRVYYMQAjMtZ5XWmlRVys9hdnqBJ7dkQOnl+ZehBDf4E/9C/nh3ZJ2UaGE7Z5HfR8QAUK0ME/5CI6mdzG7OUGAesH7UGxY4ePASu9OcqyAwlORu3btil9++QUajQbjxo2D3V7yJqgbr+uu6nleXp7baunFoUR0L0uRsf9SOGPZqlZ626wOeoTIpSWlzuc58dG/eX6IiBBCSEVRr149AIBOx96EdaPdYpE+kNi4cSOuXr2KHj16IDY21ntBkgrNyEgocvIyWLXSquhcTgZkJ6WJ6EKovsLvTBa1rET0sm9yrKdTYEpL9pz1SoETQ9Zn4rV9Rlhu35RoNUN+aIdkvBAWCWeDFmWOhRBCyC1jxozBb7/9hjNnzuDatWvYtm0bRo8ejUOHDmHIkCHIy7v1GT06OhobNmxA7969sXHjRsyZMwfffPMNcnNzcd9996Fp06Z+fCeB74cffgAAPPzww27HLFy4EO3atcPChQtd2h966CG0bt0aTzzxBF5//XW89NJL6Nq1K6ZNmwadToeFCxdCJmPs+PIxIaIasz3OWiQR/Q4qovPpV932cTYLNB9PBc9IMr8da34BAI42XSRt01ppUSNIGm+GRcC7h3xbfZQQbxHqN4P1kRchatgbLzwhyuSwjn4a9iEPlWNkhBBCgNsqosvdVUT3/XM1nZLHvC7StSMA+CfT7rVnfYrtfzDbHV0GeOX1CCGkUtMEw3bPY4UJ6f1HUUI6qTKyrQIuqyMk7ZzTAc4YeMU+AUAj5/BFZz0YB/fhQIYd8477fmMiIaSciCJUyxcwu+x9R0AMZxd/IT6g0sAy4X3Y7+rufsgPn0GxchEgBu6GoDvJsbqdVqtF27Ztce3aNZw/f77E101MTAQAnDt3TtKXlpaG/Px81KlTp8T7FCXdlkXK1UU+lNnO5QZmInrNYBleb6PFlL1GSd+nR/MwvI4GjcMUfoiMEEJIoOvSpTA5JDlZmlxit9tx/vx5BAcHIzJSupP9+++/B1B88g8hRhv7Q4JDHwkYM13a+MtnwWdnSMY6G7cCONZyUMXBTkQ3AoIT4MuW6PZc0xCsvGDG0WzpDlkRwNzj+dh81YIF3cLRLFwB+aFdzCpXjg69AJ72uhJCSHmYOnWqy++bN2+OBQsKFz2XLVuG7777DuPHjwcAnD9/Hvfddx+Cg4Pxxx9/oFmzZjAajVi+fDnee+89bN68GX/88UdAJEQHmoMHD+LEiRNo06YNmjRpUurrn3jiCWzatAm7du1CdnY2eJ5HbGwsxo0bh/Hjx6NmzZpeiLr03FdEd51D6ZVlnydx6deL7zcXQDNrEszT5rjdGCg/uF3SJnIcnK06SdpDFTxmtNfj4b+lDyK/OVWA++sGoW0UVd8kFZ+jx2A4ugwAf+0SwDgGuFgcByGmFqBin4JJCCHkzmT9VxE9W8GuiM4V+GdzXNfqKoxrHIz5JwokfbP+zUO/WDVaRZbfPIlLvQJZ8hFJuzOuLoT4euX2OoQQUuWE6mG7/xnY7n0SfOplwOn02kuJZXy2QEh5yrEKyFZJnyMDAJeVBjGM3edv7WNUeKZJCL5gJJ2//08uBidokBBK6XmEVDTKf3ZCdu6EpF0MDoVt0AN+iIi4UChhfeZ14LtQKLasYQ5RrVoEriAXtgfGB2QOw53kWBWVmpoKAFAoSs7rTUpKwscff4zNmzdjxIgRLn2bNm26Oaa06Cedl53j3CSiB2hFdAAY2zAYy8+ZcDDTNRHJIQITdhqwflAk+AqewEUIIaT81a5dGz179sTmzZuxePFil6TyTz75BEajEaNGjYJc7jr9yMzMxPr16xEZGYkBA6hCDnHPYHOTdBEWBVw65dLESkIHAGej1uUdls+JWr2kjRMFID8PYPR5QsFz+LpbGAb+kYlMC/vP+YTBgZ5r0vFqKy2m7N7IHOPo2LtMr08IIcRzjz32GJYtW4a9e/feTER/5plnkJKSgsOHDyMmJgYAEBISghdffBHp6emYP38+fv31V4waNcqfoQekNm3auD3W8HbTpk3DtGnTJO0TJkzAhAkTyj+wciZExjDbiyai65RlXIw1m8DnGUocxuXnQv3hSzC/+hnEmFqunbkG8KePSq4R6jWFqJOegAMAg+PV6FdLhT+vWF3aRQAv7jLg78FRkPO0hkUqAbkcQlyiv6MghBBSRHaJFdH9VwHzjTY6bLpqRbLR4dLuFIGntuVg65BoaBgnJJeFYsd6Zruj68ByuT8hhFR5cjmEWqWvSklIRZNjFZCnZifb8ZmpEOqWvoiEr7zaOhR/XDbjfJ7rhhGLE3hlnxFLe0krvRNCApjgRNCqb5ldtrvHAMHsfFDiY7wM1kcnQgzRQvn7EuYQ5YYV4AryYH1iCiAPrFTp0uRY5eXlITU19WYV9dt9//33OHjwIBITE10qmdvtdly4cAEKhQK1a98qDtStWzckJCTgl19+wVNPPYXmzZsDAIxGIz7++GMolUrcd999pX4/gZfqX4mYHSKuyNil87ncwDw2BgBkPIc5SWGQMdaf9mXYsPSsyfdBEUIIqRA++ugjREVF4fnnn8fo0aPx2muvYciQIfjggw8QGxuLd999V3LNjz/+CLvdjtGjR0OppIqFxD2jm0R0PsLzCgjOxq3KKxy/EbTsRCz+DueX9fUK/D04Cl2quf93aBeAz/ZcBXdknzSu6nEQ4ureUQyEEEJKFhFR+NDCZCr8bJ6Xl4c9e/agfv36N5PQb3ejosKRI9IKhaQKCdFBVKokzXHWW4noWgUHWRmTtvn0q56PNWZDM/MlcFlpLu3yf3YWbq4rwtGmq9t7cRyHmR300DAWsY5m2/HVSWkVUEIIIYSQ8pL932Z+i0wJMy+tOuaviugAoJFzWNCV/awv2ejAOwelJyOXieCEnJGILsoVsHfsVT6vQQghhJAqIccq4JKbRHQuK93H0ZROkJzH3M5hYK2srbtswYYr0lOGCSGBK+LwTsjTpGveQng07L3v8UNExC2Og+3e/8E6+mm3QxS7NkD9+euAzep2jL94mmOVnZ2Ndu3aoWfPnnjqqafw9ttv48UXX0S3bt3w3HPPQavVYv78+S73vnbtGtq1a4chQ4a4tMvlcnz22WcQBAGDBg3CCy+8gFdffRWdO3fG2bNn8frrryM+Pr7U74US0b3IYBNg5+XIZlRCCOSK6ADQNFyB8U3YRwm+fSDXbSIYIYSQqq127dr4+++/8cADD+Dw4cNYsGABzp8/j//973/YvHkzMznqhx9+AACX3X2EsLDmH0oekEVEeXS9EB4NMbpmeYflc6IujNnO5Rru+N6xIXL81j8S77fTQeXmJM4RGfsgF6VHgNo79gbo1BxCCPG6AwcOAADi4uIAFFY0AICsrCzm+MzMwkRjlUqahEyqEI6DGCGdi8dZbn3d6FRlXybk0q8x24XIasx2PisNmpkTwRluvb784HbmWEebzsW+dkKoHJNbsivQvH8oF9cKvHd0OSGEEEKqtizrrXkGqyo6V5Dny3AkWkUqMakFe540/0QBtl2/84fwsmMHwOdkStodrZKAEHaxLkIIIYQQlhybiCuqcAiMdO6iBQ0CUadqKjzaIIjZN2WPAVan6OOICCFlYrWg+rbVzC7b8McARsEX4n/2gffB8sTLEDn2cw754d3QzJoMmPx3chmLpzlWkZGRmDx5MtRqNbZs2YK5c+di+fLlsNlseOaZZ7B79260a9fO49ft2rUr1q9fj/bt22PlypX45ptvEB0djW+++QbPPfdcmd5LYNWbr2QM/x3Jl6bUIdzhWoGJyw3sRHQAmNIqFKsumnEp3/WBXYZFwMzDufignd4/gRFCCAlotWrVwrx58zwev3fvXi9GQyoTo026QKNT8hDDPEtEdzZuVSkSpUWtntleXhsdeY7Ds01C0KOGCk9uy8GxbLtL//1pu5jXOTr0LJfXJ4QQAiQnJ6NWrVoICgqStL/11lsAgJEjRwIAwsPDUa9ePZw5c0ZydJ/BYMDcuXMB3KqMTqouISIG/PXLLm1xlltJQ3pl2RPReTeJ6JYX3oNy6ReQn/xHek3aVahnTYJ52qeATAHZ8YOSMc64uhCjqpf4+uObhGDZWRNOGx0u7fkOEdP2GfBdDzr+mBBCCCHlL8tyq2hCjjwYNWwG1wF+TkQHgEktQvFnigWHs+ySvme252DXsGho72AeKN/2B7Pd0XVAme9JCCGEkKopxyLAxiuQqtRJ5lV8Zqp/giql11trseqiGTlW12ea5/Oc+PxYvttNgoSQwKHZtAqKfOkJUs5ateFI6uuHiIinHF0HQgwKhXr+O+Ac0s/AsuQj0EyfAMukDyHq2KfQ+4MnOVbBwcF45ZVXSnXf+Ph4GAwGt/1t2rTBL7/8Uqp7FocqonuR4b+qnekK6Y7/QK+IDhQeHTO9PbtawcITBThlkP6DJYQQQgjxlhub/G6nU/IQwj1MRG/UurxD8gtRy/5QxOWV7/yycZgCm++OwovNQm7WnqhlyUJX4ynJ2EO6RPxhowQvQggpL7/++isaNGiA0aNHY9KkSXjjjTfwwAMPICkpCWlpaZg4cSKSkpJujv/ggw8gl8vx/PPPY+jQoXj99dfx3HPPoW3btkhOTsaQIUPQvXt3/70hEhBYFdFrWbPBi4VzLL2y7Bv2WInoIsdBqB4Hywvvw5nYmHmd7MoFaGZNhnzvZubCsKNtV49eXynj8FEnPbPvt4t0/DEhhBBCyp9DEGG4rWhCjkJ6yrC/K6IDgILnsKBrGPPkuysFTkzbJ02w8Fi+EfJ/dkqahbBIOJu2Lft9CSGEEFIl5fyXY3VZHSnp47LSfR1OmYSrZXizDTvP6qN/83A538HsI4QEiDwDNH8uZ3bZ7n0S4N0cKU4ChrNtF1gmzoCo1jD7ZZfPQvP+c+Ayrvs4ssqPEtG9yGi7URFdK+njc7PLfmNRhOzAdqg/mQbVl++Bv3Kh7PcqwYAaCnydvQarjs7GR2e+RzVrYYKTQwSm7DFCFMvv6BguKx2qRR9BPftlKNYsAWx3fiQgIYQQQiqPG3Or2+mUXOkqolcC3q6IfjuljMObbXVYNzAS8SEyjE7fzRy3OKoT7tuYjUf/zsYPZwpwzugo13kiIYRUNV26dEHv3r1x9uxZLF++HPPmzcPBgwfRp08frFixAm+88YbL+D59+uCvv/7CsGHDcPr0acyfPx8rV65EXFwcPvzwQ3z77bd+eickkAgR0ZI2OQTU+G+tR68q+zIhl35V0iaGRwMKJaAJgvmlmXDG1WVeK7uYDNWij5l9zjadPY6hczUV7q/LPv540m4DzA6amxBCCCGk/OQUKZiQIw+WjOFM/k9EB4AGeoXbhKglZ0xYe8lcpvsqdm9ibybs3J8SNAghhBBSKhaHCNN/azeXVNJEdD4rrew3FwQoNqyAevbLUC2cDv7K+bLfqyRmE8b+uwS7TszAB+d+gtZhutXlFPHqnWwCJIR4nXL1D+AtJkm7s0ELOFt08ENEpCycTdrAPOUTiCHSnF2g8LRWzfvPgbt60beBVXJyfwdQmRn+O2olTcmoiJ6fCzgcgLz0fwXynX9C/dWMW78/uAPmyR9CqN+87MGyCE5o5ryKR47svdl0f/ouDGr+Mv4JrY2t161Yc8mCIQnsHSSlwZ87Ac1HU8EV5AIA5Ef3QX5oB8wvzQBC2ItjhBBCCKlajDZp8pBexUMMky5IFSVUiy1MhqoMNMEQFQpwdtcHfVyu907c6Rijwo5h0bDvkiaiO8Hh56jCD96rLpqx6mLhw8soNY920Up0iFGiQ7QKLSIUUMrKXmmVEEKqks6dO6NzZ88TcAGgdevWWLRokXcCIpWCGFmN2R5nzcQVdQR0yrInovOM6iFCdI1bvwkOhXnybARNfwH8tUuSsZwo3XAoxNSEULN2qeJ49y4t/rhsdqlOCgCX8p346N88vNaGvfBMCCGEEFJaWUUS0bNZiej5gZGIDgBPNw7Gustm7Ei1Sfpe2GVAu2glojSlSx6Xb1vHbLd37l+mGAkhhBBSdRluK0bFrIhuLgAK8oDg0FLfW7lqEZS/Lb75e/mRPTC9+SXEqOplC9YdpwPqT1+B/NRhtAPQDkeRZDyNXi1fhYMvzA1bc8mCzVct6FlTXb6vTQi5Y1xmKhSbf2P2WUc9CXD0nLsiEeo0hOnVz6H58CXwOZmSfj4nE0HvPw/zSzMhJDbyQ4SVD1VE96IbE6V0RiI6AHB5hjLdV7lmiet9bBao579XOOkqR4q1P0F+WxI6AETbc7Hp8HvoajgJAHh1vxEmh/RhYWnIjh+AZubEm0noN9vPn4Tm/RfAZWfc0f0JIYQQUjmwK6LzgFLldjfrDc5GlaMaOgCA4yCGhkmbvZiIDgC6tEuIy74oad8c1gRpKr2kPcMiYO1lC17fn4s+azMQt+QaBqzLwDsHjfgzxQKD9c7mkIQQQggpHVZFdACIsxQuwurLmojucIBjVKUSb09EBwCtHubJsyFE1ZCMZd62TddSL+5HqmV4uy17HW7OsTycNkgrdhJCCCGElEWWxXVdw6BgJKJbTIVFqQIAz3GY1yUMoQrp/CrTIuDFXYZSnW7HXzoD2eWzknZn/eYQq9W6o1gJIYQQUvXcftrMZXUEc0yZqqLbrFCsX+7SxOUZoVy+sPT3KoF8+3rITx12aUvKTcYT17e4tE3Za4TNSSf3ERJoFFt+Z5/41LYrhLpN/BARuVNijXiYX5sLoVoss58ryIVm5ouQHT/g48gqJ0pE96IbyTVpCjeJ6GVJFsozgE9NkTTz2elQffsRUIpFouLw505AueJrZp/WacG6f2fi7syDSMl3Ys7R/DK/jmz/Vqg/ngbOamH3X7sIzfvjwaVeKfNrEEIIIVXBsmXLMGHCBHTv3h3R0dHQ6/VYsmSJ2/G5ubl45ZVX0LRpU0RHR6NZs2Z4/fXXkZ9f9p/r3iSKoks1hBt0ysKHZ0JYVLHXOxq39kpc/iLqWInoBq++pnzPJmb7j9GdPLre4gR2p9nw8ZF8jN6YhYSl19FhZRqm7TXgYl5gPJQlhBBCKjMxIobZHmfJAlB40kxZcFmp4ARGRfOiiegAxPAomKd8BCG8+LkbADjalO5UgBseqh+EdlFKSbtdAF7aXboEK0IIIYQQd4omoucwKqIDAEyBs9YWFyLHjPbsZ5a/X7bgp3Nmj+8l3/4Hs93eZUCZYiOEEEJI1ZZ9eyK6in0SMpeVXur7ys4cY+YjKfb9Df78qVLfzy2rBcqVi5hdr19cgWDHrRjOGB2Ydzxw5oiEEACCAPmuDZJmkedhHTnWDwGR8iJGVoP51c/gjK/H7OesFqg/ngbZgW0+jqzyoUR0LyqxIroxu9T3lF2SVhe4QbF/i9uFn1IxF0A9/z3mQ8Qb1KIdvxz7FGNSt2PO0TxcKkPykHzL71B/8TZzN9Ht+Mw0aN5/DvylM6V+DUIIIaSqeO+997Bo0SKkpKQgJoadZHRDQUEBBg0ahHnz5qF+/fp45plnUK9ePXz++ecYMmQILBb2BjF/MjtF2BlTE91/lTvFEpKZnA1beiEq/xG1rET00s8tPX9BkZmI7pApsKF6uzLf9pTBgfknCtBhZRo+PpJHFSAIIYQQLxLDoiBy0qXAOOuNiuhlO1qUT7/GbBeia7LjiKoO88sfQWDMZ25eq4+AUKdsx2HyHIePO+khY7ydHak2LCtFghUhhBBCiDvZRU56y5aHMMdxpvI9zfhOPVA3CAPj1My+KXsMSMkv+Xmf7PBu5pH1okoNR7tudxwjIYQQQqqe2yuiX1KzE9H5zNRS37e4KrfK5QvKrdin4q9fwRsymX3V7Ea8eGWdS9usf/NwtcBZLq9NCLlzfPJR5qkLzjZdIFaP80NEpDyJ2jCYp34CZ4MWzH7OYYd67luQb13r48gqF0pE96KbFdHdJaKXoSI6fym52H7V95+Bu3651Pd1ucfiOeAz2A8RbyeHgO9OfYn/XVqP1/YbS/UairU/Qv3tbHCi+2T32/G5OdBMnwD+9JFSvQ4hhBBSVXz++ec4cuQIzp07h8cff7zYsXPmzMHRo0cxYcIErFixAm+99RZWrFiBCRMm4NChQ5g3b56Povac0cZeCNLfSETXsxelAMAZmwho9d4Iy2+YiejGnHJbMCuKP3cCfMZ1aUerjvhjZALGNgxGfIiszPe3OIF3Duaiy2/p2JlqvYNICSGEEOKWXA4xTHq08R1XRHeTiC5GVXd7jVg9DpbJsyEGhzL7HW26AHzZly2bhiswrjE7Gey1/UaXh5uEEEIIIWUhqYiuYFdE5woCKxGd4zjM6aRHpFo618q1i3h2hwFCMetLshOHoJ77BjinNHHK0a4HoA4q13gJIYQQUjXcvlZz2U0iOsdIEi2J7Jj7RHT5yX8gO7qv1PeUyDdCuXZpsUNeSlmLKNutvKoCh4jX9pUuz4oQ4j0KRjV0ALB36uvjSIjXBIXAPOlDOFqyT3vnRAHqb2ZBse4nHwdWeVAiuhcZ/kuYSlNqmf2csQyJ6BeKT0TnbBao578HlFBl3B35rg1Q7PqrVNd8cvZ7tNnyA7Zc9aCilChCuWwBVMsXuB+icbNYZy6AZtYkyA7vLlV8hBBCSFXQvXt3xMWVvBtXFEV8//33CAkJweTJk136Jk+ejJCQECxevNhbYZaZ0cZOFrpREV0opiK6s1Err8TkTyIjsZ6z2wCLdyp8sqqhA4C9Y28khMoxu6Me/95bDadGV8N3PcIxrnEwWkUqmJVIi3Pa6MCgPzLxzPYcZFmoEgQhhBBS3sRw6ck5cZYbFdHLtkzoviJ6jWKvE+ISYX7pQ4hqjWuMHAdHlwFliuV2U1uFomaQdKNcpkXA2wfoQR8hhBBC7kyW1XXdIkfu5tlWfmAlogNAlEaGTzrpmX3brlsx91g+s48/exzqT18BZ2c/g7T3GlpeIRJCCCGkijHcloieKw+CQSbd3MZlpZfuprkGyC6dKXaIcvlCQLizggXKNUvAmQuKHRPqtOCVS6tc2lZeNGPrtcA7pZqQKsdmhXz/35JmITgUzuZlPxmcBCClCpbn3il2g4Fq2ZflemJGVUKJ6F50I2EqTVF+FdFlJVREvzFG+cv/lfreXPo1qL77hNnnrNcU9p7uF5Beu7QSuV99CrujmIQhwQnVt7OhXPej2yG2viNRMHspnHWbsGO026D+7DXI3exEIoQQQkjxzp07h+vXr6N9+/YIDnZ9QBYcHIz27dvj4sWLuHLlip8iZDO4qVqpUxZmOothxVREb9zaKzH5k6gNZ7Zzudnl/2JOB+R7pR++xaBgOJu3d2mrFiTD0AQNprfX4+/B0bg8pjpW94/Eq61C0aumClqFZ5npS8+a0HZFGhYnFxRbhYsQQgghpSNEShPR462ZgCiWuSI6KxFdDNYCbqqdu8ST2AjmybMhxNQqvE6pgu2+cRBqNyhTLLcLUfCY2YG9Jrco2YR96XQKCyGEEELKTlIR3V0iuinwEtEBYHC8Bvclaph9bxzIxdIzrslU/KUz0Hz0MjgrO1nKNugBCLUblnuchBBCCKkacooUpLrEqIrOZ6WW6p7yEwdLHCNLOQf57o2luu/tuMxUKDau9GjsU9c2oY7Ztar7y3uMsAv0HIwQf5Id2QvOJN1MYm3bDZAr/BAR8Sq5HNb/TYWt7wi3Q5Rrf4Tq29mAQIXzSkPu7wAqM+N/CVNWmRJGmQY6p2uFSs5YykShgjy3VaaKUv6xDM6md8HZtK1n93Y6oP7yPXAWk6RLDAqG5enXIEbEQAzRQrn6e+YtHrjwJ07MtiBu0uuAvMiXlt0G9YL3Id+/1W0I1uGPwz7kIYDjYH55NtSfvQH5sf2ScZzTCfWC92EtyIO9z3DP3h8hhBBCABQmogNAnTp1mP116tTBpk2bcO7cOdSqVavE+1ksvtmpn5FvY7ZrOAcsFgsUITqoGf0ix8OU0ACij+L0FVETDBWj3Z6ZDofOfVJ+WSiOHwDP2EBpbZUEiyACxfzZygC0CwPahSnxXEMlnIKI00Yn9mU6sCPNjrUpNrhbXsuxinh+pwFLkvMxo20wGukL55c2m83lv4T4Gn0NkvKgVrN+ahHifWJEtKQt1GmB3mGCXlnKo0z+wzHWqkqqhu4ytm4TmN7/BlxOJsSgYCCEnTxeFoPi1Ogfq8b6FOl85cVdBmwdEg05X7b3TQghhJCqLbtIInq2IoQ5jsvP9UU4ZTKjvR47Um24UiB9uD5+pwHBCh5DEzTgrl6EZtYkZnIGANh7DIHt3v95O1xCCCGEVGJF51aX1ZFoUXDZpY3LdE3iLonseMmJ6ACgXPE1HO26Awplqe5feO234BzS02JEngdXpNK6UnTi7Qs/46HG42+2nTY68OWJfDzXtOSCDoQQ71C4KYZrbd+TEmsrK56H7YHxEEN0UK34hjlEsXUtOFM+LE+9WqafD1UR/XvxIsNtO/bSlDrozEUS0UtZEV12+SyznTWBAQDVwg9geu8bQKsv8d7KVd9Bdu4Es8/66CSIkdUAALYRT0AM0UK19Avm2MYnt8L0iQXC828Dqv8erFtMhUnlxw+w4+c4WB96AY5ew24LXgPLix9AteADKPZJK3ACgOqHz4D8XNiHPQJw9NCQEEII8URubuHDL52OneCj1WpdxpUkNTUVdjfH8ZanC+kygJF6bc3JQIpDgNriAOsdmWrE43JmNgAvVAr3o1CLHawlqezzZ2BUlu9iVdzfa5ntKQlNkZ+SUur7hQLopQZ6xQPDw3hMP6fEmQL3FVj3ZjjQe70BY2o6MDbWDo2ssD0trXQLjoSUN/oaJGWlUCiQkJDg7zBIFSVEVGO2x1kzoVcllv6Gogg+484S0QEACiXE0l7jAY7jMLO9DluvWWF2um5/O57jwLsHc/FGGy1klIxOCCGEkFLKsnpWER2mfB9EUzZ6FY8vOusx9M8sSZ8gAmO3ZiPKaEXvbyaDyzMy72Hv1BfWhyfQczpCCCGE3JGiFdEvqyIkY3hjNmCzAkpWqaYiRBGyY+wcJcl9M9Og2PQb7P3v9Wj8zesun4V811/Sl+Z4WJ57F+rPX5fkct2fvhufxA7CodDaN9tm/pOHkXWCUD1IVqrXJ4SUg/xcyP7dI2m26qPgqNOIEmsrM46DfejDQHAolD98Bo5xSrt8/1aoTQWwPP8OoA7yQ5AVC/178SKD7dYXaLpSh/pm12NiOGPpEtH5i8nMdusjE6H6YQ64IklgvDEb6v+bAcuL04tdAOJPHYZizQ/MPnuXAXC07+Ha1u9eODQhUH0zC3JRmgAfdGwvnLMnwzzhA0AUoPl4KmTnTjLvL8pksP7vFTg69pJ2yhWwjnsNCA6B4u81zOtVqxaBK8iD7YFnAb5sR0gTQgghpOyqVWMnM5U3udkCQFp1qV6taojVysBFhjM353HN7kJsbKxPYvQlGe9gtker5NCW5/u1WRGWfFjSLGjDENa5F8L4O1sUiwXQt5GIr5MtmHnUBBP7bcEpclh8RYHNOSq800KFZnwWYmJioFTS7mPiezabDWlpafQ1SAipkFgV0QEgzpIJnbL06yqcMRucVVpt3BtJ5WUVHyrHlJaheOugdKPlnGP52JlmxedJYWgURsesEkIIIcRzWUWqdhrk7IfSgVwRHQC61VDj/XY6vLpPmmgeY8pCg3nvgLdIE9UBwNG2K6xjX6bnc4QQQgi5YzlW1wTAy2r26b9cTgbEmJJPdOZSU8Bnp0vahajq4DOuS9qVq7+HvesAIIh9yg2L8uevmImLjq4D4GydBEf3wVBs/k3S/8H5n9C/xbSbv893iHhjvxFfdQv3+LUJIeVDvn8L81SD7GbtoaDNtlWCvfc9EIO1UH31ATin9LQw+fED0Hz4EswTZ5Traa6VESWie4nNKcLkuDXhSFNoJWNKWxGdv3RG0ibyPByd+oCzWaFa8rmkX/7vHig2roS9z3D2TQvyoF7wPnNyJMTUgvXB55iXiV0H4F+HBk0Wvw+1KP2GLEs+Cs30CYDghOzqRfY9lCpYxr8NZ4sO7NgAgJfB+shEiCE6KN0kyys3/AquIBfWJ6YAcvqSJoQQQopzo+K50ciuYnSjEvqNcSVRq9XlE1gJCgQbsz06VA21Wgao1XC2SoL84PabfaJCAbHXMJ/F6EtcZAyzXWHKB8rx/cqO7AFvNUvaHR16QR3kptJXGbzQUoMRdUMxbZ8Ray5Jk9luuFIg4PFdZnSPUGJaMI821VSQUwVT4idKpbJSfn8hhFRuops5RD17FhRl+JnKpUuroQOAEF2z1PfypmebhmDZORNOGqS73g5k2NF1dTomtQjFi81CoZTR3IIQQgghJcsuUhHdwcthVmigsRc5HdmU58uwyuTZJiHItQmYefhWrDFWA/769wPEWzKZ1ziatYNl3OuAjJ7LEUIIIeTO5RSZW11yk4jOZ6bB6UEiutxNNXTbyLFQrP8ZsgunXNq5glwo1/0E28ixHsUrO/kP5Ef2StpFhRK2YY8WvtbQhyHf8Sc4m+tzr945x9A7+yg2hje72fbzeTMeaWBF52oeVHsnhJQbxa4NzPacpu3BLulCKiNHx14Qg4KhnvsmOJtV0i87dxKa91+AZfIsiOFRfoiwYqAt6l5iKHJsTJpSuiOCyzMCgnQnhTsyRkV0oUYCoFTB3mc4HG4SupXL5oNPOS/tEEWov50NPjtD2iWTwzLutWKPFWjQsztm9nsduTJ28oUs5Zz7JPSgYJgnzyo+Cf0GjoNt5FhY7xvndohi1waoP3+98BgeQgghhLiVmJgIADh/njE3uK39xrhAYbRJN80BcKncaXn0JThaJ0FUB0GIqgHL028EVDXO8iSG6iAydmGXdqNjSRS7NzLbHR17l+vrAECtEDm+7xmBn3qHIzak+ErrW7Lk6PenEfFLrmPo+kxM/ycXf1+1IM8uPa2HEEIIIbcIEexE9Lp2dpXLkvBuE9Grl+l+3qLgOXzUUe+23y4A0//JQ/fV6TiUwd4ASQghhBByg9UpIs8uXasyq6QVNLmCfF+EdMemtgzFM00Kiw6E2/Ow/sh0yUnPNzgbtoDluXcAOZ0oQwghhJDyUTQR3W1F9Kw0j+4nO35Q0iZyHBxN2sA2+inmNYo/fwaXw96E53ojEcplC5hd9r4jbyYpivoI2AeMYo774PxP4ETX9/zybgPsAvt5qLs4+FOHId+9qdyfDxJSFXAZ1yFLPipptyc0gDXCN6fCk8DhbNEB5smzILopxie7dhGa958Dl3rFx5FVHJSI7iWGIpOkdFYiuigUJqN7wmwCl5oiaRYS6v13Mw7WsVMg6MKkr2O3QzX/HUmStnzrWsj3b2W+nG3kWAi1G5YY1n1DknB3m9eQoQj14E38F7MuDOZpcyDUb+7xNQBgHzAalidehsixv2zlh3cj6JVHodi4EmAcC00IIYSQwgTz6tWrY+/evSgoKHDpKygowN69exEfH49atUquJuBLRps0wThIzrlWrNTqYXnhfRQsWAfTrCVwtu3iwwh9jJdBZBz9xJfnQlNBHmSMag5CTC0ItRuU3+sU0T9Wgz3DovFisxDISyhIWuAQsfW6FTMP5+Gev7IQv+Q6uvyWjsl7DPj1vAlX8qVVTwkhhJAqTROMPIV0ITXBWsZE9Ax2InogbgbsVE2F6e2KPzrzhMGB3msz8No+I0wO2uBGCCGEELai1dBvsGqkz8q4glxvh1MuOI7D+3fp8GQCsPbIh2hWwH64XpDQEOYJ0wEVnRBGCCFVVbNmzaDX65m/Bg0aVOy1BoMBjRo1gl6vx4gRI3wUMakIJInoqgjmON6TRHSHA7KT/0iahfh6QKgezkat4GjWTtLP2axQrvquxNvLDmyVVFQHADFYC9ug+13abANGQwjVS8a2zr+IUel7XNpOGBz46mSBZCxTQR7Us19G0PQJUH/5LoImjmK+Z0KIe3I3Bdms7Xv6OBISKIT6zQtzWhn5twDAZ6ZC88FzHm+KqmooEd1LilbtZFVEBwDO6FmyEJ9yFpwo3fkmJNxKAhK1YbD+bxrzetnVi1D+NP/W6167BNWSucyxjsatYe/P3pVXVM1gGXp1boHuLd9wOxF0iTeyGsyvfg4hrq5H95fE1nUgLOPfhuimygKfcR2q7+cg+KXRUKz6Dsj3MNGfEEIIqSI4jsNDDz2E/Px8zJo1y6Vv1qxZyM/PxyOPPOKn6NwretoMAOiUxWQpM6qFVzYiawNirqHc7i/fvxWcwy5pd3Ts5fU/32AFjzfb6rB9aDQ6xig9vk4QgaPZdnx1sgBPbM1B05/T0HR5KsZuzcZXJ/NxmRLTCSGEEFzTSNdvalk8qPbEwDEqoosKBUQ9u2qVv41rEoLfB0QiUev+9BVBBOYez0fSqnRsv04n7xFCCCFEKtvCTkR3BkkroqMgz8vRlB/OZsFnO2fgrjz2SYqHg+PQqf4kXBVUPo6MEEJIoNFqtZgyZYrk1wMPPFDsdZMnT0ZubsXYpEV8x+oUUeCQ5lg5eLlkLJdZcvIff/4kOItJ0u5s0vbm/9tGPck8eVi+bS24a5fc39zhgOrn/2N22YY8CAQX2ZioCYZ96MPM8e9eWA6l4PocbsY/uUgzOd2/PgDOmA3NjAmQH9t/q81uh2reOwDjfRNCGEQRil0bpM08D2vbbn4IiAQKIa5uYW5rJLsqPm/Mgeq7T3wcVcVAieheUjRZKk3hJhHdw6qVsotnmO3O+Hquv2/WDjY3SeTKTasgO7QTsNug/vI9cDZp1XAxRAvrk68AvOdfGuObhsBWLRbdWr2BUxr3Ry87aybA/NpciDF3VmHV2bYLLBNnQFRr3I7h8oxQrfwWwS+OhvKHz8Flso8PJIQQQiqLxYsXY9y4cRg3bhxWrVoFAPj+++9vti1evPjm2BdeeAFNmzbFp59+iuHDh+Ptt9/G8OHD8emnn6J169YYN26cn96Fe0U3+QGATlm1p7KilpWInl1u95fv2cRst3foVW6vUZJGYQqsHRCJuZ31CFeV7e/7SoETv5w3Y/IeI1r8nIZJuw2S04sIIYSQquSyOkrSVt1UtkR0npWIHlWjVOtKvta5mgo7hsbghaYh4IvZW3chz4nB6zMxYWcO83QeQgghhFRdWW7WFYSiiUcAuIqSiG63QT3ndcjPSI+mB4BTmuoY0GIqjts0GPZnJjLMxSdIEUIIqdx0Oh2mTZsm+TVmzBi31/z222/4+eef8dZbb/kuUFIhsJ7ZiBwPo1a6huVJFVr58QPMdmfTW4noQlxdODr2lt5fEKD6hZ1oDgDyrWvBp0lPjhEiYmDvOZR5jb3HYAhR0lyqOpYMPHnN9Vlcrl3EmwfcF9zkMq5D8/5zkF0+J+njc3OgWP+z22sJIbfwF5PBX78saXc2awdRq/d9QCSgiDG1YH5tLpw1E5j98n/3gD912KcxVQSB+1Sogis6UUp3WxHds2Qh/lKypE3kOAhxiZJ228ixkgT1G9Rfz4Rq0ceQXWIntlvGToUYVrqqVSoZh+ntdUhRR6J7qzdwMCRBMsaZ2BjmVz4r9b3dcTZpA/OUTyCGaIsdx9ksUG74FUGTH4Dqy/fAXz5bLq9PCCGEBJrdu3fjxx9/xI8//oh///0XALBnz56bbbt37745Njg4GGvXrsW4ceOQnJyMuXPnIjk5GePHj8dvv/0Gjcb9Zi9/YSX/6CkRXdJWXhXRuewMyBgfnpwJ9SFWjyuX1/AUz3F4sF4w9g+PxiP1g3Anf+0igP87VYB2K9Pwy3kTRMaJQ4QQQkhld0EZLmkLN+cAdlup78WqiC5E1yhTXL6kkXN4+y4dNt0dhSZh0upat1uUbEKHlWn447LZR9ERQgghJNC5q4jOV9REdIcD6nlvu03aOq+OQt+WryDjv2edZ4wODP8rizb6E0II8VhmZiZeeukljB49Gn379vV3OCTA5LgpAGDSRUvaeA8qosuOSec0olIFZ72mLm224Y9DlCskY+UHt4M/e1x6Y4sJyt8WMV/TNvxxQOnm1Bi5ArYRY5ldr15ahVCHaxXzn86ZMe94vuQZFnf1IjTvPQc+7Sr7dQAo//jJ44KohFRlckY1dABwdOrj40hIoBLDImF+5TM4Exsz+1XLFwCUa+CiamfveJGkIvqdJqJfZCSiV4sF1EHSwQolLONeh6hUS18vPxeKHeuZr2HrNQzOVp08iqeofrXU6FNThUylFr1bvopF1bpCAAcnOKxN7AXT5NlACUnjpSXUaQjTq5/DyUjGL4oTBCh2b0TQ62Ohnv0yZCf/oW8GhBBCKpX58+fDYDC4/TV//nyX8TqdDtOnT8exY8eQkZGBY8eO4b333kNoqPSBWSBgJaLrlMWUsKwCWLuxuYI8wGGXDi4l+b6/wTHmSqzqEL4SoZZhTlIYjg8Pw2dNLHixiQZdq6sQJC/910G6WcDYrTkY/lcWzhkdXoiWEEIICUx2QcR5ZQSzj8vOKN3NzCbwjAdbFSER/YZWkUpsGRKN11pri93sdt0k4P5N2Ri7NRuZFqr+SQghhFR1WVb2fEAeKn0OxtltgM3q7ZDKThSh+vpDyA/tZHana8LRt8UruKZy3cx4NNuOURuykG+nZHRCCKmKbDYblixZgo8++ggLFy7EgQPszUw3vPjii5DJZJg5c6aPIiQVSY6bzW3WMGkiOpedDgjFzD9M+eDPn5Q0Oxs0BxRKlzYxqjrsvYYxb6NaJk0wVPz5C3ijdC3MWasOHJ2Kf37maN8Dzvj6kvYoex5eSlknaX9lnxETdhlgFwpj4M+dQND7z4M3FH+qIWcxQ7H6+2LHEFLlOR2Q75WeDC6qNXC0SvJDQCRghWhhfmkmRMamc9m5k5Ad3O6HoAIXJaJ7SdEqAGlKdhK2RzvRrBbwVy9Jmp0J0knKDWL1OFjHjC/53jfuVTMBtvvGeTy+KI4rrIqu4IE8eRDGNnwK+i7/h7Au/4ehsY9j2hHbzQlSeRJrxMP89lcwP/+u2x0oRcmP7oNmxovQvD0Osv1bAIEeIBJCCCGBjlVhSVflK6JLq5kCHs4vSyDfvVH6ehwHR7sed3zvOxWq4NExTMCU5kFY3T8Sl8ZUx9+DozC9nQ5DE9SopvH86+Lva1Z0+i0NMw/nwuqkTYqEEEIqP4NVwCU1+7Q63oOjjV3GZ0iroQOAGFVxEtEBQMFzmNQiFNuHRqNdlLLYsb+cN6PzqnQcyCh99XhCCCGEVB5Zbiqiq3RungUGcFV02aEdUOz6i9knhOrhnPoxgmqw53f7MmwYsykbFgetqRBCSFWTlpaGZ599Fu+++y5efvll9O7dGz179sSFCxckY5ctW4Y1a9bg448/hl6v932wJOC5O21GiIiRtHFOR7EFP2Un/wHHSFR3NmnLHG8bPAaiJlh6n+QjkP1767Rp5BqgXPcj+x6jngJ4mduYAAA8D9voJ5ldL6asQ4zVIGn/LtmE4X9mwvTPfmhmTgRXkFv8a/xHsXk1uGKqphNS1cmOH2RuKnG07QqopEV/SRUXHArb4AeZXaqfvwIcVPTuhqqdveNFBpvrootJpkaejFGhnPGNrSj+ynlwonSiJBSTiA4Ajm6DCr9JlkBUKGAd94b7Y2I8VFenwLNNQm7+3iRTw/Tfe/7yRAGG/ZmJDLMXkr55Hs42XWB+/QuYXvkMjhYdPLpMduEUNHPfQtDUhyH/e3VgV6QghBBCqjBBFJFrlz7QokR0PbOdyzXc0X2565chY5zG42zUCmJ41B3d2xsUPIdWkUqMaxKC73pE4OToajg8MgZfdgnDYw2C0FgvR3E1061OYPo/eUhalY6t1yw+i5sQQgjxB4NNQIqKnYjOlTIRnUu/zmyvSBXRb9dAr8AfAyMxo72u2BNXUs0CBq7LwNIzBT6MjhBCCCGBhJWIzgFQuTlpMGAT0UURSjcVM8WgEFheno3QhASs7BuJRC07uWrrdSse35rtlWJUhBBCAtOYMWPw22+/4cyZM7h27Rq2bduG0aNH49ChQxgyZAjy8m793Lt+/TqmTJmCkSNHYtCgQX6MmgSyHMapyADARVVjtxezhiU7fpDZ7i4RHaF62Abdz+xSLl94s7ClcvVicBazZIyjYUs4m7dzG0/RGByMOIIFK16/tIJ5TeTRHdB/Ng2clf38SpRJ52ic0wHlr197FBMhVZF81wZmu6NTHx9HQioKe69hEMKlp3TwqSmQb5eealFVVe3sHS8yMCZKGUqdpM2TipU8IxEIAIT4esVfyHGwPD6Z+Q/hdrb7noEQW6fEODwxqUUoqgexv6x2ptrQfXUGDnqrahTHQWjQHJaJM2B6/xvYk/oxJ11F8WlXoV70MYIm3QfFmh+AQF0QJIQQQqqofLsI1rMsnapqT2VFXRiz3ZONjsVR7JEeRQYAjg697ui+vsJxHBJC5bivbhA+6RSGXffE4NCIGPSqWfymy7O5Dgz9Mwv/25qNdG9sniSEEEICgMEquq2IzmWWsiJ6OruyUkVNRAcAGc/h6cYh2DUsGj1quJ872ATgmR0GTNtrgIOSrgghhJAqJ5txcp9exYELlT4HBBCwz51kxw4wixGIag3Mkz6EEFcXABATJMOqfpGoFcx+5rbusgXD/szEITo1hhBCqoSpU6eiW7duiIqKQlBQEJo3b44FCxZg9OjRSElJwXfffXdz7PPPPw+FQoGZM2f6MWIS6HIYcysAUEZLK6IDxZ/qJz92QNIm6MKKzYmy9x0BQR8haZddvQj5jr/ApV2FYvNq5rW2UU8BXHHlkIqOZ1dFf/L636hvci368Pi1v/HT8c+gFNjVdp0NW8D8+jyIvPR5qWLvZvAXTnscFyFVhsUE+cEdkmZBHwFno1Z+CIhUCEoVbCMeZ3etXARYpRuVqqKqnb3jRQbGRClbzUpEd39kzA2sRSAAcJaUiA4AwaGwPPUqRDcTH0fLjrD3GlbyfTwUouAxq4Pebf9VkxMD1mVgcbJ3q0YJterA+uQ0mGYtha3fvRA9ODqDN+ZA9cv/IXjiKCh/nAcuO92rMRJCCCHEM0Y3lRB0Ss8XdiojURvObOfy7iARXRQh371R2ixXeHTSTqCqrZXjlz4RWNQ9HNU0xX8E+vm8GW1XpOGbUwUQREosI4QQUrkYbAJSlTrYOGkSEV/KdRA+/ZqkTeQ4iFHVyxxfoEgIlWNF3wh80Vlf7Jxz/okCjPgrC9kW2sRGCCGEVCWsiugRKhkQHMIYHbgV0ZW//8Bst456GkJiY5e22BA5fusXiWg36yo7U23o+XsGHtqchdMGe7nHSgghJPA99thjAIC9e/cCAJYuXYoNGzZg9uzZiIiQJvkScgMrvwoAgqq5qYjuppgCl5kKPu2KpN3ZpG3xyeIqDWzDHmV2KVd+A9XyBeCc0mRwx13dICQ2cn9fBiGhPuyMwk+8KGB9wSoE/3dK36TLa7Aw+f8gA/s5laNVEswvfQihdgM4ug9mx/7zwlLFRkhVID+4A5xNesKAo0MvgC+52C2puhyd+sBZS7qpiTdmQ/HnL36IKPBQIrqXsBKmDKxEdA8qVvKXzkjahJiaQBB7QUsytmEL2Ac/KG3XhcPyxJRS7c7zxN3xGizoGga1m+/PNgF4fqcBL+7KgdXp3eQeMSIGtgeeRcHHy2Ed8QSEUH2J13AWM5TrlyNo0v1QfTUd3NWLXo2REEIIIcUz2NjzBZ2yak9lRa2e2X4nFdH5C6fBp0mrmzqbtweC2cdLVxQcx2FYbQ32DY/BU42CwRczBc61iZi424C+azNwJIuqeRFCCKk8DFYBIscjRSV9AMxlppbqXhwrET0sClAoyxxfIOE4DmPqBWPvPTHoWUx19K3XreixJgPHsynhihBCCKkqshjJUuEqHmIQe+2EK8j1dkilxicfhezUv5J2QRcOR5f+zGsSdXKs6BsJfTEb9dZcsqDjqnQ8uyMHKfns6p2EEEIqpxvJ5iaTCQBw5MgRAMAjjzwCvV5/81eLFi0AAJs2bYJer0fnzp39EzAJGDlW6XNABQ+oo6KZRTc5NxXRZYxq6MB/ieglcHQdAKF6rKSdz86A/MA2SbvI87COHFvifVlsI56AKJNL2uOO78D2JhmYe/knzDj/k9vrdzfogfxn3waUhetVtqEPM4tzyo8fhOzo/jLFSEhlJd+9gdnuSOrr40hIhcPL3J5qoVz7I5Br8G08AahqZ+94ESthKj9IL2nj8gyAwN7dBwCw28BfuSBpdsbXL1U8tmGPwN65383fC9owWCZ8ALhJYLpToxODsH5gFGJD3O8W+va0CXf/kYFrBT6oGhWihX3IQzB9vAyWR16EEFXyMdGc0wnFjj8R/MqjUH8yDXzyEe/HSQghhBAJ9xXRq/ZUVtSGMdu53LInorOqoQOAvWPvMt8z0GiVPGZ20GPz3VFoFakoduyBDDu6r8nA5N0GZJip0ikhhJCKz/DfvCpFLU1E57PuvCK6EF3yektFUy1Ihp/7ROD5pu4LQlzKd6Lv2gysvkhHcBJCCCFVAasieriahxiiZY7nCvK9HVKpKX9fwmy39x91M6mJpWm4Ar/0jbxZrZNFEIElZ0xo82sapu01IJNOjyGEkCrhwIHCJOC4uDgAQLt27fDQQw9Jfg0fPhwAULNmTTz00EMYPJhdzZlUHTmMTX5hKh6cUgVRJz0dmHeXiH78ILPd2aRNyUHI5LCOZCcYsji6D4ZYTZq47gkxugbsPYcy+5otfAVPn1/j9to5tfqja7XHMWqz4WYleVEfAXv/0czxyuULis9JI6QK4QxZkB2Tfp9w1qoNITbRDxGRisbZvD2cDVtI2jmLCco13/shosBStbN3vIh1dIwpWJosxAkCkO++EgJ/5QLziBchoV7pApLJYR07FQUzFsM85WOYZi2BUKdh6e5RSi0jldg6OArdi6katT/Dju5r0rEr1erVWG5SquDoORSmD7+H5Zk3PU7olx/ejaD3n4fm3fGQHdpBEzVCCCHEh4xujuTTV/FEdChVENVBkuYyJ6ILTsj3bpY0i+ogOFt2LNs9A1jLSCU2DorCrA46aBXFPzz96lQBWv2Shhn/5CLPTvNAQgghFdeN9apLqkhJH5ed5vl6h8MBLktaQV2shInoACDjObxzlw4LizkBsMAh4uG/s/HBP7kQRO+eAEgIIYQQ/8pmrFVFqHmIbk4y5kx53g6pVPhLZyD/d4+kXQwOhb3HkBKvbxulxC99IxCjKX5tziYA808UoOXPaZj+Ty5y3RSbIIQQUnEkJyffrHhetP2tt94CAIwcORIAMHz4cHz++eeSX2+++SYAoGHDhvj8888xZcoUn8VPAhNrbhX23zNAMSJG0sdlMhLRBQHyE4wE05oJEMOk62Aszjad4UxsXOI4UamGbejDHt3THduQh9jP+MwFbq95I2EkXkp8ECLHY/M1K/quzcD53MJ8MtuAURBC9ZJrZJfPMp/9EVIVyfdsBidKv984OvUBGKcvECLBcbCOeorZpdj0G7iM6z4OKLBU8ewd72FV7rSFsKtW8rnZbu/DXzrDbBdKWREdAMBxEKvHwdm4NcCY0HhDuFqGX/tEYEIz91Wj0s0ChqzPxMIT+RB99aCOl8HRvgfMby+A+eWP4Gh6l0eXyc4eg2bOa9C89jj4C6e8HCQhhBBCgOIqotMHQlHH2OhYxmOfZCcPgzdK56WOtl2KrYRVkcl4Dv9rFIJ9w2Mworam2LH5DhEzDueh9S9p+L+T+bALlGBGCCGk4rlxgl+KmpGIbrcXntznAS4rrbC4QhGVsSL67Ub9dwJgzSD3JwB+eDgPD27Ops1rhBBCSCVlcggwOaRrAhEqHtAEQ+QYj16LKUjlD4q1S5nt9j7DAY1nzw87xqhwYEQMprYMRUgx1dGBwjWVmYfz0OqXNMw7ng8L48+PEEJIxfDrr7+iQYMGGD16NCZNmoQ33ngDDzzwAJKSkpCWloaJEyciKSnJ32GSCoZVET1cXTinEiKlieisiuj8pTPgGHMuZ5O2ngdSTILh7ewDRkHUS08bLBWtHraB93k0VACHZ+s9hg8S7nFJlk02OtDr93Rsv24FNMGwu0mOV/7yf4DddmfxElIJyHdtYLY7OlSek8GJ9wmJjeFo21XSzjkdUP76tR8iChyUiO4FDkFEnl26iOJg7D4DAM7ovmql7GIys91Z2orofiTjObzVVodF3cPdHtXnEIGX9xoxbnsOzL5cgOI4OJu0gWXyLJje+Qr2Dr3Yi4RFyK5ehOaDCZAd3e+DIAkhhJCq7UbCVFF6FU1lxVBWIrr7TY7Fke/ZxGyvCh++qwXJ8HX3cKzoG4Haoe4TywAgwyJg0h4j2q9Iw8oLJt9tpCSEEELKgeG/DX6XGInogJuKUgy8m8oelbUi+u1aRirx95AodIhWuh2z7rIFfX+/VZWKEEIIIZVHtoW92SxCzQM8DzCqonOmfG+H5TEuNQXyfVsk7aJKDVuf4aW6V6iCx9RWWhy+NwbPNAlGSYcXZlkFvLLPiLYr0vB9cgFt8ieEkAqoS5cu6N27N86ePYvly5dj3rx5OHjwIPr06YMVK1bgjTfe8HeIpALKYRSk0t+siF5N0seZC4AC1xNnZMcOMO/tbFqKRHQAQsMWcBRzSrAYqoNtwOhS3dMde7+REBgFp1xeTybDrpEvY3FcH2Z/jlXEPX9mYnFyAew9BkOIkq7N8ZmpUPy9plxiJqSi4q5ehOySNAfT0bAlxIhoP0REKjLryLEQeekHYMXujW6LTlcFlL3jBe6qdrIqVgIAl+s+EZ31xSlExgAhurIF50fDamuw4e4o1Ckmueenc2b0X5eBy/m+f1AnxNeDddzrMM1aAlvveyCWUPmTs1mg/mQaZIwFO0IIIYSUH/cV0WkqW64V0RlHFgraMDgbtyrT/SqinjXV2DUsBpNbhEJRwpfX+TwnHtuSg16/Z2DbdatvAiSEEELukOG/ClMpKnbVJi7bs0R0Lv0qs72yV0S/IVojw+r+kXi0vvuKoScNDvRYk47NVy0+jIwQQggh3pbFqNgJAOH/FUwQQ0IlfazqnP6iXPsjOMamenuPIWV+9hipluGDdnocHBGDB+sFgS/hEMMrBU48t9OA2kuuY9SGTHxxPB/Hs+202Z8QQiqAzp0749tvv8XBgwdx+fJlZGZm4vTp01i6dCl69uzp0T3i4+NhMBjw66+/ejnaiqtZs2bQ6/XMX4MGDSrVvZYvX46ePXuiRo0aiI+Px+jRo3H48GHvBF5GBsb8KuzG3MpNgiifle7ye9lxaSK6KJPD2bBFqeOx3fs/twUsbUMeBjTBpb4nkzoItqGPuu0WlSpYXvgALQcPwB8DI1E9iB2TQwSe32nAq4dMsIx4gjlGuXoxYC4oj6gJqZAUuzcy2x2d2Js8CCmOWD0Ojm53M/uUyxf6OJrAQdk7XmCwshdKeH04s91tRXSHA3zKWUmzEF+/zLH5W+MwBTYPjka/WLXbMf9m2dF9dQZ2pvonoUeMqg7bQy+g4KNlsA17BGKw1u1YzumAet7bkG/53YcREkIIIVWLu0R0raKEp1pVgKjVS9q43BxAYP+ZucMZs8EzKqA6W3UCZPKyhlchaeQcXm2txd57YnBPgqbE8Ycy7RiyPhMj/8rE0Wy7DyIkhBBCyq6kiuis+QBzXPo1ZrsQXbNsgVVAShmHT5PC8HFHPdwcAAijTcTIDVmYvNuApWcKcDDDhjx76eZphBBCCAksxVZEByAGMRLRTXmSNn/gstIh3/mXpF2UK2DvP+qO7x8bIsfczmHYPSwaQ+LdPwe8Id8h4q8rVry6z4ik39LRYFkqxm7NxvfJBUjxQ8EqQgghJJBotVpMmTJF8uuBBx7w+B6zZ8/Gk08+iYyMDDz22GMYNmwYdu3ahX79+mHPnj1ejN5zdkFEnl2aY3UjEV2IjGFex2XdtoZltUB25phkjFCvCaAq+TmP5LpadeDo3E/aHlUd9p5DSn2/4ji6DYIQU0vSLgYFwzx5Npwt2gMoPKFv093RaBmhcHuvL47n4968ZrDF1ZP0cXlGKNf9VH6BE1KRCALkuzdImkWFAo62Xf0QEKkMbMMegaiUfu6VH9sP/tRh3wcUAKpWVomPuEuWUoS5SUTPzWa289cugbNLk1mc8dJJQ0WiV/H4sVc4Zh7Ow8zD7MW3bKuA4X9l4quu4RjiQQKQV2j1sN3zGGwD74Ni2x9QrF/GfCDLiSLU386GNd8I+6AHAI6S4gghhJDyZLRJF6C0Cg6yksorVQGiVjq/5AQBKMgFQvUe34c/d5LZ7qzbpKyhVXh1tHJ82yMcz2XY8OYBI7an2oodv/GqFZuupmNUogavtNIiPpQ+ahFCCAk8JVZEL1JNyh1WIroYHAoESxOvKrvHGwajgV6OR/7ORiYjMU0Qga9OuVacqhUsQ32dHA30cjTQKwr/q5MjXO3+FEFCCCGEBAZ3FdEjblTtZMyHuPzASERXrF8GzilN8HZ06Q8xjL1RsSwa6BVY3DMChzJseOdQLrZc86zwVLpZwC/nzfjlvBkAkKiVoVt1NbrVUKFrddXNhDRCCCGkKtDpdJg2bVqZrz937hxmzJiBunXrYtOmTdDpCk8+eeKJJ9CnTx+88MIL2L17N3jevz9fc9zMrW5VRK/G7OczU+H87/9lp/8F55DmVjma3lXmuKz3PQ3+winIrlwojEOtgeXp1wC5+0TwMpHLYXlyGjQzXgRnL3wOJYRFwjJxBoS4ui5DawTLsG5gJMZtz8FvF9kn8P151Y5na43CV5ffl/Qp1v8Me69hEPXsdUFCKiv+zDFmvp+jZVKVXM8m5UPUR8De/14oV38v6VP+thiWhi19H5SfUXaEFxjcJKIHhQRBVKrA2VwXXNxVROcvJTPbhYQGdxZgAOA5DtNaadEqUoEnt+Ygl7HD0eoEHt2SjY866PFYw3I62qYsVBrY+wyHvccQqL6dDcWO9exhP38FLj8XttFPUzI6IYQQUo5YR/JplfTgCWBXRAcALtcAsRSJ6LLz7ER0oU6jMkRVubSOUmJ1/0hsumrFmweMOJ7jviKXCGDZOTNWXjDjyUYhmNIqFKEK+lolhBASOG5s8LPIlEhTaBFjz3Xp57M8q4jOMRLRhegadx5gBZVUTYXNg6MwZlO2RyekXClw4kqBE5uLJGVFqfmbyeltIhXoH6um5HRCCCEkwGSVVBGdlYgeCBXRcw1QME73FTketoH3e+UlW0cpsapfJLZes+Dtg7k4lFm6k+TO5TpxLrcA35wuAAegRYQC3Wuo0L2GCu2jVdC4O5aGEEIIIViyZAkcDgdeeumlm0noANC8eXOMGDECS5cuxe7du5GUlOTHKN0nooffqIgeEc3s57JvFVOQHT/IHONs0rbsgYXoYH71c8j/3QMuPxeOlh0hRlUv+/2KIdRtAtPM7yHfvw2iWgNHh56AOog5NkjO49vu4Zj+Tx5m/cueY36rbIwxEc3QPeuoSztns0C56jtYH51Y7u+BkECm2CWthg4Ajk59fBwJqWxsA++DYvNv4PJdn7PIUs75KSL/okR0L2AlSwGAXiWDqA0Dl5nq0s7luklEv+guEb1iV0S/Xf9YDTYPluPBzdk4ZZAm9Qgi8OJuA9ItTrzcIhScPxO85XJYn3gZYogWyvXLmUOUfywDV5BXOHGT0T8vQrwi3wjF5tWQH90PLt/o72iKJYRFwdk6CfYuAwBVyUeREkLYWKfN6JT0oAkABF0Ys53PzYGzZoLH9+HPnZC0ieogCDXiyhpapcJxHHrXUqNnTRWWnzPjvUO5uFLgdDveJgBzj+djxQUTprfXY0i82r/zWEIIIeQ/t69ZXVZHShLROU8S0UURfPpVSbMQVXUT0QEgLkSOPwdFYvwOA1ZcMJfpHhkWARmpNuxIteFrADIO6FJdhSHxGtwdr0a0hpLSCSGEEH9zWxH9xuYxVkW9gjxAFP1axEj51y+SQlkA4OjQE6KXNxR2q6HGpuoq/H7ZgvcO5uK00f0mf3dEAIez7DicZcenR/OhkgHtowuT0rtXV6FFhIJOTySEEFKp2Gw2LFmyBKmpqQgNDUXr1q3Rtq3nidU7duwAAPTs2VPS16tXLyxduhQ7d+4M2ET0MNV/P9eDQiAGBYMzuZ42x91W3Vh27IDkejE49M5zq4JC4OjY+87u4SExIgb2/vd6NJbnOLzaWov6OjnG78yBlfG4anLCaOwvkogOAPKtv8PW/16I1WLvNGRCKgabFfJ9f0uaxWAtnM3b+SEgUqlogmEb+jBUS+b6O5KAQJmyXmCwSat7A4BexUPUhQFFE9HdVESXXTwjaRP0kRB14XceZACpq1Ngw91ReGZ7DtZcYh8fM/2fPKSbBXzYXuffhSSeh+2+cRBDdFD98hVziGLbOnCmfFieehVQqnwcICGVF5eZCsX6n6HYuhacjf29ItDw1y5BfvwAlCu/ha33cNj73AOE6Eq+kBDigpWIrqejeAEAopY9L3S30ZFJECC7cFrS7KzTEOAp2el2PMfhvrpBGJagwdenCzD731zkWNlzfwC4ZhLwyN/Z6FtLhQ876JEQSh+/CCGE+I9dEJHvuPVz67IqAnflnXcZ40lFdC7PAM4q/Uzm7QSmiiBIzuPrbmFoHq7A2wdz4X6W4BmnCGy5ZsWWa1a8tBvoGKPEkAQNBsdrUDOY5mmEEEKIP2QzKqLz3K2iCcyK6IIAWEyAxk+n/5oLoNi0ktllv/sBn4TAcRwGx2swKE6N3Wk2/H3Niq3XLDiYaYdQhkmT1Qlsu27FtutWvIPCP/+u1VXoVr0wOT1RK6eiAIQQQiq0tLQ0PPvssy5trVu3xtdff43atWuXeP25c+cQEhKCmJgYSV9iYuLNMf7mPhH91nNAIaIaZCbXWPmswrwrzpAF2RXX9S0AcDZuXemfcd2bGISEUDnGbM5Cutn1z/Gf0NpYGt0JD6TvcmnnBAGqn7+C5bl3fBkqIX4jO7IXnClf0u5o3wOQK/wQEals7D2GQPHXr+Azrvs7FL+jTAgvMDCSpQBAr+SZyUJcbrZ0sOAEf/mstDmh/h3HF4hCFTy+6xGOqXuNWHiygDnm61MFyDA7sbBrONT+PG6P42AfPAZicAhUiz8FJ0pXyOQHtkFtyofl+fcADfvIHEKIZ/jL56BY9yPkezcXLthXQFx+LlSrFkG57ifYuw2Evd+9Xju6i5DKyMjY5KdTUiI6AIhaPbPd3UZH5tjrl8GZpfMvoU6jsoZV6anlHJ5tEoIH6wVhztE8zD9eALPT/VPTv65YsX1lOia3DMX4JiFQyuhBKCGEEN8rurkvRR0pGcPl5wJWM6DSuL0Pl36N2S5QIjqAwiSrCc1D0SFGiU+P5mNXmhW5bopWlIYIYFeaDbvSbJi614i2UQoMiddgSIKGNrsRQgghPpTNSJYKV/HgOfeJ6ADAFeRB9FMiumLzb5IqogDgaJ0EoVYdn8bCcxySqqmQVE2F11prYbQJ2JlauPFu6zVrmaqlA4Xrh2suWW4WvKoVLEO3GoWJ6R1ilKgVLLv5d0QIIYQEujFjxqBjx45o3LgxgoODcfbsWXzxxRdYtmwZhgwZgl27diE0lD3nuCE3NxdRUVHMvhvX5ubmMvtvZ7F4t0Bcer70xBYACILj5msrwiIhS3FNROcyUmGxWKA6vId5vbl+C1i9HHsgaKYF1vXR4pFteThucC2N/mbtezEyYy+Uomu7/MA2OE78A0cAPwe02Wwu/yWkrEK3r2e2F7TtBoeb7xH09UdKSxzyMEK/nunvMPyOnlJ4gcHNjr3CRPQwSTuXa5AcycelXmFW/L3jo2MCGM9xmNleh2pBMrxzkD3hXX3JguwNmVjSK8LvCWiOnkOB4FCoFnwAzildGJOfOATNzIkwT5oJyKkyOiGlIoqQnToMxdofIT+6z9/RlBvOZoFywwooNq2Co31P2AfeByGurr/DIiTgsSqi+3seEChYc0ugdBXRZedOMtudiY3LFFNVolPyeKONDmMbhmDm4Vx8f8bktoqX2SninYO5WHbWhI876ZFUjeaHhBBCfMtY5BSPS4xEdADgstIh1oh3ex8+7SqznSqiu+oQo8JPMSqIoog0s4DTBgdOG+w4bfzvvwYHMhgVVT11IMOOAxl2vHEgF83DFRiSoMGQeDXq66mSDyGEEOJNWYyf3xG3VewUg7XM67iCPIiR1bwWl1s2KxTrf2Z33T3Gx8FI6ZQ8BsZpMDCucCPktQIntl23Yss1C7Zet+K6qWzzpSsFTiw5Y8KSMyYAgJIH4kLkSAiVISFUjvgQGeJDb/1eS2uNhBBCAsjUqVNdft+8eXMsWLAAALBs2TJ89913GD9+vE9iSU1Nhd1u99r9L6TLASgl7easVKQUFK5l1VIGoWhKPZ+bgysXziP2wA7mfS/rq8GWklLO0QaueY2A108rsS37VhrgBU00vqzRG89f/VMyXvbjfFx4aJJLnlogSksr+fRGQtyRmQvQlJFvZNVH4oIiBCjhewR9/RGPVauDBjGxCEqrOj93WCgR3QtYFdHVssLKiaKOkYjudAAFeUDIrcUp2YXTzHs74ytnRfQbOI7DxOahiFTzmLDLwEzk2ZFqw6A/MvFLnwhUC/LvUTqO9j0hBoVA/dkbzI0DsgunEPT+87A9/54foiOkAhKckB3cAeXaHyG7cMrf0XgNJwhQ7N4Ixe6NcDS7C/ZBD8DZsGXAf9AjxB8cgog8O6siOv17AQAEhUCUK8A5XBcBS5WIfv4Es11IDNxKCIGmRrAMc5LC8EyTELy8x4it19kVPADgtNGBQX9k4oG6QXj3Li0i1JX7aEhCCAlkzZo1Q4qbxeakpCSsXbvW43stX74cX375JU6dOgWFQoEOHTpg2rRpaNmyZTlFe+eKrlddVkUwx/GZqXAWk4juviJ6zbIHV4lxHIdqQTJUCyqsynm7bIsTp40OJBscOGWwI9nowKkcB66anG7uxnYk244j2Xa8dygXDfVyDP6vUnrTMDk4+pxJCCGElKssVkV09e2J6CHM67iCPK/FVBzFtnXgGetEjsatIQRgEYIawTLcVzcI99UNgiiKSDY6sPWaFX9fs2JnqhW5jHVCT9gE4GyuA2dzHQCk6zbhKh4JoTLE35asnhBamKxeK1gGOU9zKkIIIf732GOPYdmyZdi7d2+JiehardZtxfO8vLybY0pSrZqXN9LlmACYJc1NEmoiRFH481cTVwc48LdkTFywGrrL0twqZ1R1xDRvXe6hBrqf4kW8/68JX5y8lbv0QfwwPJq6FVqnaz5T6OVk1DGmwt6sna/D9IjNZkNaWhpiYmKgVEo3KhDiCdW2deAZhWWdSX0RGxfn9jr6+iNlYb/vaWDOq/4Ow68oEd0LWBXR9f/tpC+uaqV4WyI6f+kMc1xlroh+u4frByNSzePxLdmwMJ69Hcu2o9/aDKzoG4lEnX+/jJ3N2sH88mxoPp4KzpQv6eevXYLuw5egGv0cEBvrhwgJqQBsVsh3/gXlH8vAp13x+DJn3SYQNUFeDKzsOGM2ZJfPlThOfnQ/5Ef3w1m7IWyD7oOzTReAp6REQm5gJaEDt+ZWVR7HQdTqwWVnuDbnGjy+BX9OmoguRMZA1IXfaXRVTgO9Aqv6ReCX82a8ss9YbJXTpWdN+CPFjLfb6vBgvSA6HpoQQvxEq9Vi3Lhxkva4Yhaii5o9ezbee+89xMbG4rHHHkN+fj5WrFiBfv364bfffkOHDh3KM+QykySiF1MRvTg8IxFdVCgghrHvR9wLV8vQUS1DxxjXBPVzRgfWXDJj9SUzDmWWrurYKYMDpwx5mPVvHmqHyjDkv6T01pEKSkonhBBCykE246GVa0X0UPaFBexEMK9yOKBY9xOzyz74QR8HU3ocx6GBXoEGegWebBwChyDicJYdW64VVkzfl24DozZYmWRbBWRbBebcS8YBsSG3KqknhN6erC6HXsnRPIsQQohPREQUFhUwmUwljk1MTMS+fftuJlPe7ty5czfHlEStVpchUs/lOaUFH+UcEBGivvnzVVatFvPa4FP/QGbMlrQLTe/yetyB6v0OGjSOKMCEXQbYBSBTqcVHsXfj7Yu/SMaGrPoW5jZJAZ2boFQqq+zfJblzmv1bmO1i1wEefV3R1x8plVad4GjcGvITh/wdid9QIroXGG3ShCn9f4tQgpuEHt6Y7VJtSnYpWTJG0IZBDCt64EzlNTBOg1X9IjF6Yxbzz/RSvhP91mXg5z4RaBXp3x1IQr2mML/yGdSzJoFnTHRl2emo992HcB5sC5nM80mcGBQCZ6NWcLZOAmT0z5VUQg47FH/+AsWfy8EbPaveK8pkcLTvBfvA+yDE1vFygHdAFMEnH4Vy7VLI/91T4nDZhVPQzH0LQkxN2AaMhiOpH6BUlXgdIZWd0c3TJB0lot8khoYBkkR06XyEyWoGn3JB0uysE3gVsSoKjuNwb2IQ+tRS452Dufj2dAHc1erKsYp4fqcBP5414aOOejQOU/g0VkIIIYBOp8O0adPKfP25c+cwY8YM1K1bF5s2bYJOpwMAPPHEE+jTpw9eeOEF7N69Gzzv/7lL0cIJl1XsxHE+q/gjR5mJ6JHVgQB4j5VFok6OCc1DMaF5KC7nO7DmkgVrLpqxN93mdl7BciHPiTnH8jHnWD5qBctwd7waQ+I1aB+thIyqehJCCCGlJooisyJ6xG0V0RHMrizKFUgLGXmbfM9G5tzOmdgIzkatfB7PnZLzHNpGKdE2SolJLUJRYBewJ92Grdes2HLNiiPZpdvA5ymnCFzMc+JiHvvUGq2SQ0KIHLHBHMIFBZpaLKgbjsK2EBmUMpp3EUIIKR8HDhwA4FkBhaSkJOzbtw+bN2/G/fff79K3adOmm2P8LYcxtwpT8S6bvITIGMkYAJBvZZ9m6Gh6V/kEV0GNqReMOlo5HtyUjSyrgE9iB2Dc1Q2oZje6jJNduQDZzr/g7DLAT5ES4j1cxnXIko9I2p11GkGsRkVkiRdwHGyjnoL8raf8HYnfUGarFxStMAXcSpYqriL6TYIA/tJZyRghvh5QxXbUd4hRYf3AKIz4KxPXTNI/10yLgMF/ZOL7nuHoUdO/u5CE2DowvzYXmg8ngc+QPpRVmPKg2Cc9LqhEm1ZBiKoOe/9RsHcZAKhotxWpJAryoPl4GmRnj3k0XFSpYe92N+z974UYwf6wGVA4DkKD5rA0aA7+ynko1i2DfM9GcM7ij1jn065CvehjCCu/hb3PCNh7DgXcVdEhpApgnTQDADpl1ZoTFUfUSeeXnlZE5y8kgxOlf8ZCYqM7DavK06t4fNxJj/vrBuHF3QYcK+Zh6O40G7r+lo5nm4TgxeahNzexEkIICXxLliyBw+HASy+9dDMJHQCaN2+OESNGYOnSpdi9e3dAPNgrul6VpQhBAa9CsGB1aedKSETnGGseQnSNOw+QMMWFyPFskxA82yQEqSYnfr9kxupLFuxMtcJZiqz0KwVOfHmiAF+eKEC0hsfdcRr0r8EjtjSZ7YQQQkgVV+AQYWUs796eiC4GhzCv5QryvBUWm+CE8vclzC7b3Q9WiueNwQoevWqq0eu/54NZFie2X7dhyzULtly3uk0cL2+5NhFHsu04kg0ACuBqAYACAADPATWCZC4V1BNCZYgPKfxvpJqnauqEEEJcJCcno1atWggKCpK0v/XWWwCAkSNH3mw3Go1IS0uDVqtFtWrVbraPGTMGn3/+OT766CMMHDjw5rrVkSNH8Ouvv6JBgwbo2LGj999QCdwlot/OXW6A7Mp5SZvI8XA2alkusVVkHWNU2DQ4CvdtzMIpgxrvJAzHvDPfSsblLfkK/4Y3QYfGsTQnIZWKfM8mZrujUx8fR0KqEqF2A9jb94T8xEF/h+IXFSoRvVmzZkhJSWH2JSUlYe1a9m43X2MlTOn/S5ZiJQoBAHdbJWAu/Ro4c4FkjJBQv5wirFgahSnw56AojPgrC8lGh6Q/3yFi1MYsfNklDCPqBDHu4DtidA2YX/sc6lmTmZPesuIzrkP1/RwoVy2Crfdw2HsPA0J0JV5HSKDiDFke/zsRQvWw9xkOe69hQAi7mkygE2rVgfXJabCNeLywAvyWNeCs0mPGbscbc6D65f+g/H0J7N0Hw95vJMTwaB9FTEjgcFcRnRJ1bxG1ekkb5+EpE7LzJ5ntzjqUiF5e7opWYsvgKCw8WYAPDuUi38HO9nKIwJxj+fj6VAEebRCMZ5qEoEZw4B6HSAghlYXNZsOSJUuQmpqK0NBQtG7dGm3btvX4+h07dgAAevbsKenr1asXli5dip07dwZGIrq1yM8gjsNldQQamVwTy/nMYhLRrWbmSXCUiO4b1YJkGNsoBGMbhSDL4sTay4WV0rdct8LOnjYzpZsFfHO6AN+cBnRyDe66kIvG4VbU18vRUK9AfZ0cWjqBiBBCCJHIsrB/4Iarbk9Ed1cRPdcrMbkjO7gD/HXpM1VnrdpwtvR/0pk3RKhlGFZbg2G1NQCAi3kO7Eu34UKe47+K5g5cynMwC195iyAWbgi8UuDEjlSbpD9YzqGuTo7O1VToXkOFjjFKhChoHkYIIVXZr7/+innz5qFTp06IjY1FUFAQzp49iw0bNsBut2PixIku60y///47nn32Wdx///2YP3/+zfa6deti6tSpeO+999C5c2cMGTIE+fn5WLFiBQBgzpw5AXGCX7YniejaMIhyBThHyaefCHUaUpG3/ySEyvHXoCg8sSUb3wjdMeHKH6hvTnUZE23ORsM5E/BkjzfwQNeG6F5DRQnppOKzWqDYuErSLPI8HO17+D4eUqXYRjwB2enD/g7DLypUIjoAaLVajBs3TtLuydEzvsKsiK7yvCK67FIyc4wzvl45RFcxxYbIsX5gJEZtzMKBDOnk0i4AT2zNwaFMO571c9KOqI+A+ZU50Hw8FbKzx8v13lyeEaqV30K59kfYuw0qrAwdWa3kCwkJIFz6NbcnB9xOiKoB24DRcHTpDyhVPorOu8SIGNgeeBa2IQ9Bsfk3KP76FXyeodhrOIsZyvXLodjwKxwde8M28H6INRN8Ei8hgcBgYyft6igx5iZRGy5p42wWwGoGVJpir5WdOyG9n0xWZTdAeouc5/BMkxAMTdBg2l4DVl9yvxkp3yFi7vF8LDiZj3vrBOH5ZiFoqFf4MFpCCKla0tLS8Oyzz7q0tW7dGl9//TVq165d4vXnzp1DSEgIYmKklZkSExNvjgkErPWqy6pISSI6l+0+EZ1Pv85sFykR3eci1DI8XD8YD9cPhsEq4M8rFqy+aMamqxZYSlH80+jgsPGaHRuvua631Qji0eC/pPSGesV/SepyRKhpoxwhhJCqi5UoBcD156NSxUyU4gryvRmaK1GEcg27Grr97jFAACSd+cKNCuRFWRwiUgpuJaff+q8Dl/KcbosIeEOBQ8S/WXb8m2XHF8fzoeCBtlFKdK+hQvfqKrSOUkLBUzIYIYRUJV26dEFycjKOHDmC3bt3w2QyISIiAn369MHYsWOZxRDcmTRpEuLi4jB//nx88803UCgU6NixI1555RW0bNnSe2+iFDypiA6ehxgRDS7taon3czb1vMBEVaBV8vipdwRe2y/Ha5mjsPzEZ5IxsdZsfLbpddyd/jJm1m2Iqa1C0a06JaSTikux4VfwhkxJu7NZO7d5m4SUFzGmJuxJ/f0dhl9UuER0nU6HadOm+TsMtwRRRC4jYUp/I1kqKIS9AHVbNSn+4hn2vat4QlC4Wobf+kXisS3Z+OuKlTnmi+P5WHgyHyPrBGF8kxA0CfdT0k5wKMwvz4b68zchP7qv3G/P2SxQbvgVik0r4WjfE/aB90OISyz31yGkvPEp56GeNYlZQe8GZ3w92AfdD0fbroCswv2Y8kyIFvYhD8HefxTk29dD+ceyEhPzOacTih1/QrHjTzhadoRt0P0Q6jf3UcCE+I+7iuiUiH4LqyI6UFgVXYwuPhGdZ1REF2olVpoNQIGmZrAMi3tG4M8UCybvMeByvvssMbsALD1rwtKzJvSPVWNCsxB0iKG/F0IIKU9jxoxBx44d0bhxYwQHB+Ps2bP44osvsGzZMgwZMgS7du1CaGjxFZRyc3MRFRXF7LtxbW6uZ9UvLZbiT026U1km6cb+a5oIoMhBKlx2BiwFBYBMmnCsvHqReW+LPgp2L8dP3FMDGFqTx9CawSiwB2HjdRvWptiw8ZoNJunhgh65ZhJwzWTF39dc1+DCVRzqa2VoES7HgFpK3BUph4ySo0gZ2Ww2l/8SUhZqtdrjsWvWrMHXX3+Nf//9FyaTCTExMbjrrrvw9ttvo1atWjfH5ebmYsaMGVi9ejXS09MRExODYcOGYcqUKQgJCSlVfJs2bcJHH32EI0eOgOM4tGjRApMnT0a3bt1KdR8SGNxVRI+4PVmK4yAGh0hOq/NlRXTZsf3MoldCVA042nX3WRyBSi3nUE+nQD2d9BmiKIrIsgq4xEhSv5jvxNUCJwQv5qnbBWB3mg2702yY/k8eQhUcOlUrTErvXkOFhno5JYURQkgl17lzZ3Tu3Nnj8WPGjMGYMWPc9o8aNQqjRo0qj9C8wuBJIjoAISIGvAeJ6I4mlIhelIznML29Hot0fbHt2gZ0NUifDUbZ87Dx3/dxj3MihqU3QccYJaa21KJrdSXNPUjFkm+Ecu1SZpe9xxAfB0OqKvuA0f4OwS8qaYaf/+TaRLDWH/Q3JkocB1EbBi473aX/9oro/MXTkuvF4FCqfA0gWMFjSa8IPLcjBz+dMzPH2AXgx7Mm/HjWhF41VXiuaYh/duupNLBMeB/KNT+A370JYp4RMhkPwLM4OIcdnLmg+DGCAMXujVDs3ghHs3awD7ofzoYtAZoIkgDEnzkGzcdTwZnYlV+EiBhYn5gMZ+M2VedrWKmCo9dQOHrcDfn+bVCs/dHtqRi3kx/eDfnh3XDWbQrboPvgbNmpylSxIVWP0U2lKZ2yinyf8EBxJ+4UV52Uy8kEn50haRcSG5VbbIStX6waXapHY9bhPHx+LB8lFdpan2LB+hQL2kcr8UKzEPSPVYOvKj8rCSHEi6ZOnery++bNm2PBggUAgGXLluG7777D+PHjfRZPamoq7PaSjxguq+tGJYouBaYFRUjGcYKA1JPHYNdJT12JPnMSWsa9rzo5WFNSyilScqdac0DrOGByTWCvQYbNmTJsy5Yh33nn84dsq4g9GQ7syXBgwWkLwhUiekQ40CPSiTZaAXL6aErKIC3N/UkMhBRHoVAgISGhxHGiKOLFF1/EokWLULt2bYwYMQIhISG4fv06du7ciZSUlJuJ6AUFBRg0aBCOHj2Knj17YuTIkThy5Ag+//xz7Ny5E+vWrfM4+X3ZsmV46qmnEBkZifvvvx8AsHLlSgwbNgyLFi3C0KFDy/zeiX9kua2IXuQHYLAWKJKIjoI8L0Ul5a4aum3Q/ZW3+Es54TgOkWoZItUytIlSSvptThFXC4okqecX/v+FXAdy7eWbpZ5nF/FnigV/phRu+ozR8OhWXYWuNVRoGqZAQqj81jNoQgghpIKxCyLzZ2eYSrp+IUZITyOUjFFrICQ2LpfYKqNHG4Zgz/i3cHzOy2iSd0nSH+q04Pcjs/BA4/FYjbYY+mcmOsUoMbWVFl2rU6EkUjEo1ywBZ5Lm2jnrNYWzZUc/RESqpFCdvyPwiwq32mCz2bBkyRKkpqYiNDQUrVu3Rtu2gbOjjXXMMXBbRXQAoi4MKJqIfmNBShQhuyStiO6Mr1d1EjNLoOA5zO8ShhiNDHOOFX+U4aarVmy6akXTcAWeaxqC4bU1vj3CTq6A7Z7HYBlwP1JSUhAbG+t5hRbBCdmhnVCu/REyRrVSyUsd3Qf50X1w1mkER9suAF+6o5LF8Cg4mrQBQqrmN0PiXbIje6H+/A1wNvZpBkKNeJgnz4IYHu3jyAIEL4OjfQ842nWH7MQhKNb9BPmx/SVeJjt7DJo5r0GoHgd7pz6AQrowXhxRGwZno1YQw9kVHAkJBEbGSTMA6AHLbURGkhjgutGRhT/Hnl84aZHOJ4LkPN5sq8OoxCC8tt+ITVfZPyNvtzfdhgc2ZaOBTo7nmoVgVJ0gKGX0GYEQQsrbY489hmXLlmHv3r0lJqJrtVq3Fc/z8vJujvFEtWreLUBgSzYCcC2PbdCyP4PVUsvgiI2VtAdvZxcFiG7astSfR4hv1APwIAqTpnak2fF7ig3rr9iQ7WaeXVrZdg6/pirwa6oCYUoO/WoqMShWia7VFFDRPIWUwGazIS0tDTExMVAq6XsI8Z4vv/wSixYtwtixYzFz5kzIipz64XDc+vk4Z84cHD16FBMmTMBbb711s/2tt97Cp59+innz5mHixIklvqbBYMDLL7+MiIgIbN26FTVr1gQATJgwAV27dsXEiRPRs2fPEk9fIYHFXUX08CLrVP/P3n3HR1Hnfxx/zWzPZpMNKZCQQOhNikiRjthRsbfjTs/TO89ynufJWa788CxnP70Te/cUsSuCBUWsCKIgiEDoLZBAwqZt35nfHwshYWfT2DTyeT4eeYTMfHf2u2GzOzvf9/fz1ZNi/1+VqrrHsxJFLViJad2PMds1dzrh8Se3SB+OZFaTQo8UMz1SYofY/X4/qzdvJ5yaze6g6WAl9f2B9e2VkXqLEdSnyKfx2iYfr206eF6ealXId5nJd5nITzbT/cC/XWZynSa5diSEEKLNircqcprBqshaA4Lokf7DwNzuYnAt6tg+nfHd9V+233MzeTt+jtlv10O8vvohftvvt7yYPYlvioJM+3Av47pEK6RPkEC6aMOUvbuxfPK24b7ABVdK7lKIZtbu3oGLioq45ppram0bPnw4zzzzDD169GilXh1ktGwMgLtG1U6jqpUHgkLK3t0oBlURtPy+CerhkUFRFG4bmUpWkom/f1dW7zJ4P5WGuPKLffxzWTm/H+jkkn5OUg1OXtsU1URkxER8x0xAXfcj1vmvYv7x23pvZtq0pkHBdSO61U5o0lRCJ5+PnpndpGMIcSjzkoXYnrgLJWK8HnikR398f74bXO6W7VhbpChEBh1DZNAxqFvXRwPpSz5D0Y3fWw5Qd23D9uYzTbpL3WQifOwJhKZeiJbbs0nHEKI5GV2EUhVINssHxQP0FLfh9kOXgD6UaVPsBSaAiFREb1ED0iy8eVIGP5YE+e9Plby12Vfvue26sjDXfuXhzh/KuXpgMr/u78RlaePntkII0Y6kp0erhHu93nrb9urVi6VLl1YHKWvauHFjdZuGaPDE9SYqD8cG5itTjQfx7BUewgb9sZTGVi3W0jKwuxoWthetxw5M7elgak8Iazpf7w7y3uZKlu2uYqvfjCcBwfR9QZ1XNwd4dXOAFIvCyXl2zuju4IRcG0lSKl3UwWq1NvtroOi4fD4f99xzD/n5+dx9990xIXQA8/6wiq7rvPTSSyQnJzNjxoxabWbMmMHTTz/Niy++2KAg+jvvvENZWRm33HJLdQgdoGvXrvz2t7/l7rvv5v3336+ulC7ah9J4QfRDKqLryUZBdOPJi4lmfT/OMvSnXigTB1tAihnyOpkZbfC+Ftai1dS3VkaD6VsrwqzzhPlqd+CwzsXKgjo/loT4sSR2dSVVga5OE/nJ0WD6gDQLk7JtDEwzt/xK0kIIIcQh4p1bpRkUo9IzGhBEH9R2ipi2ZY6UFBz/eJDAf/8P26olMftN6Dy77kk6hat4KG8qAF/vDnLGh3sZ38XKlQOTOaGrHYeM1Yo2xvrWcyjh2HPi8PBxaH0Ht0KPhOhY2lUQffr06YwZM4aBAwfidDrZsGEDs2bNYs6cOUybNo1vvvmm3uoRfr+/Wfu4p9J4CeUkJVJ93+bklJhfvFJWit/nw7p+teHt/Tk9CDZz39ujy3uZGZWWyn/X+Hh/e7De0M5Ob4S/LyvnnhUV/LK3jd/2tdPV2bjK4U0RDAZrfW+0/P54r56JaedmHB+9ju27RSha3cHUplCCfqwL3sLy6TsERkzCd9L5RPIkmNreHfbz7zDYP5+HbfYjKLrxH2ew/zAqrvoHusUO8hpXW+c8uGwG6hm/wrHgTexff4wSqr9abmMpkQiWrz/C8vVHBAePwnvyBYR7D4qZDSoDwqK1GAXRU62KDJTUYDTJEZpWEV1PSkbvnJuQfonGGZpu5elJnfjb8DCzVlfyvwIvvkjdJ7e7vBp/X1bOI6sr+deoVM7u4ZC/DSGESIBly5YB0K1bt3rbjhs3jqVLl7Jw4cKYINmnn35a3aYtMFrFz+s2roiu7I0NnAOoxYUx2/SsrgYtRVtmVhUm5dgY3Uln+/ZScnMzqcDKWk+YAk+IdZ4w68rCrPOEKPI17fpTeUjn9U0+Xt/kI8mscEJXG6d3dzA8w0K+y4y5JVcsFEJ0aAsXLsTj8TB9+nQikQjz589n48aNpKamMnnyZHr2PHj9e+PGjezatYvjjz8ep9NZ6zhOp5PRo0fz6aefsmPHDnJz6/7s/NVXXwEwZcqUmH3HH388d999N19//bUE0duZkkAkZptZgRRL7fc1w4ro3tgiVAml65iXfmZY0Eh3phCafHrz3r+ol1lV6O6KViyfWKOaaETTWVUaYlFhgM93BVhcFMAf+1RrEk2H7ZURtldG+HL3wTGiLIfKxGwbk7JtTM6xkZfcriIDQgghjhD74hT6PHS1GQC9ARXRw0dJEL3BbHZC19+J+vTdWBZ/Ytjk/o0vkx6q5O89zq/ODny1O8hXu0tJNiuc2s3OWfkOju9qxy6hdNHK1G0bMX/zccx2XVEJnPfbVuiREB1Pu/pUefPNN9f6eciQITzxxBMAzJkzhxdeeKHeJZN3795NKGQcFk+EjXtNQOxSJAHPHrbvr2ibjZlDF1tWwiF2biig808/YFRDaofVSWD79oT390jgBv7eDX6TpTB7p5n3isz4tLpPcirDOo+v9fPUOh9DXBpDUrT93yO4Lc3X16Ii44HchjPDiRdjGXkSWUsXkL78S0yhxIeLFU3DvvQz7Es/o7znIIrGnExlfn9ZpqSdO/znXyPoOp2/nk/GonfiNvH0H86Ws65A31MClLRY19ql8dMwH30cGcsWkrnsM8y+qma5G+uqpVhXLaWqa0+Kxp5CWd+hoKhYLBby8/Mbday5c+fyzDPP8OOPP+L1euncuTMjR47ktttuixmo27JlCw8++CALFy6kuLiY1NRU+vXrxxVXXMFZZ52VuAco2iWjwFSbX9WkhemuVHRFiZn0U2cQXYtg2rw2ZnOk5wBQ5ffbmvJdZu471s1Nw1w8uaaKp9ZUsi9QdyC9yKfxm8/38b/1Xu4f46anwfLQQgghaisoKCA3N5ekpKSY7TNnzgTgvPPOq95eVlZGUVERKSkpdOly8KrO9OnT+e9//8sDDzzA1KlTSU1NBWDlypW8+eab9OvXjzFjxjT/A2qAMoPBvYg7HV1RY1ZhUksMPj9Gwih7d8ds1rJyEtZH0ToURSHLbiLLYaoVioLo6o/rPKH9wfRoOP27PUHKGlG10xvWeW+rn/e2RiegW1XonWKmr9tCP7eZ/m4zfVMt9E41YzPJtSchRGKtWLECAJPJxLhx49iwYUP1PlVVufrqq7njjjuAg6uZ1Ayn19SzZ08+/fRTNm7cWG8Qva6VUQ5sO9BGtB8lBlU70+1qzKRww4ro3irQIqAmvjiS6ecfsL7xFCaDogMAwZPOBXuS4T7R+kyqwrAMK8MyrFw/xIU/rLOkOMgXu/wsKgywvCRUbyGuxir2abyxyccbm3wA9EoxMSnbzqQcGxOzbYaVaIUQQohE22cwBgjGFdG1eoLoWqdM9Oz6i0qIGsxmAr+7Fd3pwvrJ24ZNbtn2Lp1CFfyh72VoysH/l8rwwQIELkvtULpc2xGtwfrGU4YFMsMTTkHvmt/yHRKikerLWIVCIebPn88HH3zADz/8wM6dO1EUhX79+vGLX/yCX//614arAMYzePBgtsfJIo8bN4558+Y1+jEcEQmFyy67jDlz5rBkyZJ6g+g1BwubgzngB2IDgn1zO5Pnjv667bnGJz95KU6SPcUx2zV7ElmDh0soqB55wLF9YGZA46UNAZ4u8FHsr/vKTERXWF5uYnn5wT/EXi6VERkWRmaYGZFppm+KCfUwA9jBYLB6mW6rNQFLH+blweBheCqvxP75XBwL30OtLDv84xpI2bSalE2rCXXvg+/kCwgePbZZLpSK5pPw5199NA3nm0/jqCOE7h93MuHp15HbiDdBAfQfiOf8K7B//SGOBW9hKo19z0gE585N9Hz9UcKdc/GddB6BY49v8G11XedPf/oTzz//PD169ODcc88lOTmZXbt28fXXX7N9+/ZaA3WfffYZ06dPB+CUU04hPz8fj8fD6tWrWbRokQTRhWHAxS1B9NpMZkhOgYra5wJKuSfuTdQdW1ACsStRaL0GJLp3ooky7CZuPTqFPx6VzEvrvTzyUyU7quouh7WwMMCYd4q4cYiL6wa75GKfEELU4c033+TRRx9l7Nix5OXlkZSUxIYNG1iwYAGhUIgbbrihViXz999/n2uuuYaLL76Yxx57rHp77969ufnmm7njjjsYP34806ZNo7KykrfeeguAhx9+GLUNXM+JaDrlodjzKpfDip6WjlK6p9Z2xSCIrpTuQYnEvhdJEP3I5rapjO5sY3TngwH1YETny90B3tviY942P3vjLKUdT1CDnz1hfvaEa21XFejhMtHPbaFfqjn63W2mT6qZZEvr/x0JIdqnvXv3AjBr1iyGDh3KwoUL6du3LytXruT666/nkUceoUePHlx++eWUl5cDVE8sO1RKSrSM0IF2dTnQ5sBtajqwsm9DjiPalhKDiX3pRhU7DSqiA+CthGTj51dTqBvXYH3zacyrv4/bRrc7CJ1wdsLuUzQ/uzm6es2kHBt/PyY6MfCr3QE+LwywaFeA9WXh+g/SSBvLI2wsr+LZdVUowLAMS3W19NFZNhxS5VQIIUQziFeExyiIrnfKNCzKdEBk0AgprNgUqkrwl9dBcgrWd14wbHLlroWkhau4dMDVhNTYmGFFSOe1jT5e2+gjZX8o/eweDo7LkVC6aBmmNcuNV4ayWAmefVkr9EiIhmtoxmrz5s1ceumlJCcnM3HiRE499VTKy8v58MMP+fOf/8zHH3/Mq6++2qjV01NSUrjqqqtitjdktWAjR0QQPT09HQCv11tvW7vd3qx9qdKNq61nuRzY7dHApTndeNlju68K87YNMdv17n2wJ0mlgobKtsNfjknij8PcvL4pGtpZ62n4RZmNFRobKwLM2RwAIMWqMCrTyqgsK6OzrAzPtOJq4uCX1WpN7HPQbkc/93K8p0/H/NWHWBe8hbprW+KOX4Nl63osT96J1rkrwVMvJDzuZLDGVv8XbVfCn39GImFsz96P5asP4zYJTr2I8AVXYpcPgk1jt8PUi/CddB7mpZ9h+eh1TFsKmuWuzEU7cL30EEkL38V313MNus3jjz/O888/zxVXXME999wTM+MuHD74erx9+3YuvfRSsrOzeeedd8jLy4vbVnRcZVIRvUE0VxqmQ4Loanlp3PbqJuMKWZGeEkRva5wWld8PTOby/k7e3uzjoVUV/Lwv/utjIAJ3Lq/gtU0+HhjjjqlqKoQQImrChAkUFBSwcuVKFi9ejNfrJT09nRNPPJErrriCKVOmNPhYN954I926deOxxx7j2WefxWKxMGbMGG699VaGDRvWfA+iEYzOqSA6wU9P7wwNCKKrxTsNj6FLEL3DsZoUju9q5/iudh4Yo/NNUZC5W3zM3epjt69xofSaNP1ACCrC/EP25SWbaoXTD/zbLdU6hRD10LTo65LVauXll18mOzsbgLFjx/L8888zfvx4HnnkES6//PLW7KZoY3RdZ49fY2tFhC0V4ehXZYRVJbFjgJ3sBu9FTuMgulJZgZ6AILq6YzPWN5/B/MNX9bYNTTkrWsBAtFtum8rp3R2c3t0BQGFVhLWeEFtqPj8rImypDFPeiFVr4tGB5XtDLN8b4qFVldhMMDorGkqfnG1jaLoFkyrjO0IIIQ7fPoNJfoDxZ32LFT21E4rHeKX1yKARiexax6IoBM++DN2Zgu3l/xo2uWDPElLDPs4/6o94TfEzJ+UhnTkbfczZ6CPFqjA1z87ZPZI4LseGVULpojnoOtbXnjTcFTrpPPROmS3cISEap6EZq+TkZO6//34uvvhinE5n9f477riD008/nY8++oh33323UcU+U1NTueWWWxLyOOAICaIvW7YMaHoaP5E88U6UrAffUPWUNMM2pq0FqBWemO2R/L4J6VtHYzMp/LKPk+m9k/hkZ4D//lTJF7sCjT5OeVDnk50BPtkZva2qwOgsK78fmMzp3ext42KLzU74+LMIH38WVJajBBv3OJWyUiyfvIV58SeG1c1qUot2Yn/+QbS3niN00rmEppwZ96Kq6GCCAeyP/RPzD1/HbRK44HeETvtFC3bqCGY2Ex57IuGxJ4KvCsVX/2SsWnxVWD57D8vn8+p9zagrzFrrkD4f99xzD/n5+dx9992Gy76YzQdPPR588EHKy8t56aWXYkLoh7YVHZfRuVWqtQ2897YxemoaFG6pta2uiuimjT8bbpcgettlURUu6JXE+T0dfLozwAMrK1hcFIzbfn1ZmGkf7uXCXg7uGJlKpkNWIRFCiJrGjx/P+PHjG9x++vTp1Sv5GLngggu44IILEtG1ZuGJE0hx21S09M6Y1v9Ua7taUgS6XquSlFJcaHgMLatr4joq2h2zqjAx28bEbBv3HJvKd8VB3tvq572tPrZX1n2NqTG2V0bYXhmpvj53QGeHWqOCupm+bgv93WYy7Wqjqr8IIY5cByqSDxs2rDqEfsDAgQPJz89n06ZNeDye6rZlZcarj9ZV5Tze/ZaXl9OpU6da+yoqKhp8HNG8dlZF+Kk0VCvMu3V/6NwbbligN90giK7HC6JXVXA4MWFlzy6sbz2HefGCuNVAa4r0GkDwzF8dxj2KtijHaSLHaXydxxPQDgbTa0yi2FIRZltlBK0JT8BABL7YFeCLXQH+SfTa7MRsW3XF9F4pZjnvEkII0SSlcfJVRhXRgWgxhbhB9OEJ61dHFTrpXHSnC9vTd6Nosf83J+9byUc/3s0Zg2fgsTgNjlBbeVDn1Y0+Xt3oI9WqMLWbg7PzHUyWULpIINOyzzEZFGDTnS6Cp13cCj0SouEak7HKycnhiiuuiNnvdDq55ppruOKKK/j6668bFURPtHaT8CooKCA3N5ekQyqDFxQUMHPmTADOO++8VuhZbR6DClMWFZJqLFmmpXaKaQNgWrnUcLvWvU9iOtdBKYrCibl2Tsy1s2JvkFmrK3lrs49IE6/2aTosLgqyuKiUfJeJqwcmM71PEs62skRwckqjL2TqnTIJ/PYWgudcjuXjN7Asmovi99V5G7V8H7Y3nsb6/suEJp8RnUkWp9q/OMJpEUzLvsQ69yVM2zYaNtEVhcCv/0x48ukt3LkOwuFEd9T/Ya+2TIK/vI7gmZdg+eQdrJ+8hVJ5eMsBL1y4EI/Hw/Tp04lEIsyfP5+NGzeSmprK5MmT6dmzZ3VbXdd555136NSpE5MmTWLFihV89dVX6LrO4MGDmThxIqraRl5XRasqMwhNSUX0WHqKO2abUrYvbnujiuhaZg4YHEe0LYqicEKuneO72nh7s49blpZRVEfl0TkbfXy03c/MEalc0jcJVQYGhRCiQ4pfOGF/RfRDKH4feCtrTTxXi3cZHkOTiuhiP1VRGN3ZxujONu4YmcKPJSHe2+rj3S0+NpYnLpReU5FPo8gXiCk+0cWhckqenWn5DiZk27C0hUISQohW0adPdHwlNdW4CvWB7X6/n169egGwadMmw7YHth9oV5devXqxfPlyNm7cGBNE37hxY4OPIxLLE9D4YleAz3cF+LwwwIbyw1+RsZNBUCpuEN1b0aT7UDwlWN57Ccui91Ei9fdZS8sgeNavCY8/BaTYR4fitqkMs1kZlhG7zxPQ+Hp3gEW7AnxRGGBdWdOe/2VBnblb/czd6gcg12li4v5Q+qRsG52TpBiCEEKIhjG6XmVSIMVi/Bley+hsWGgp0q133IKgonHC405CT0rGPmsmSii2GNKY8vWsXHMnZx59M8sjDZ9YWxbUmb3By+wNXlKtCqd3d3BWvoNJ2RJKF4chHMb2+tOGu4Jn/FKKqoo2rzEZq7pYLBYAwyB7XYLBIC+//DK7d+/G5XIxfPhwRoxo+goj7ebqw5tvvsmjjz7K2LFjycvLIykpiQ0bNrBgwQJCoRA33HAD48aNa+1u4gnEhqXc1toVeOJWRF+3wnC7VERPnGEZVp6a1Il/HBPmtY0+FhcFWLon2OSl6rZURPjLkjLuWl7OFf2T+e0AZ7u+wKKnZxG8+GqC036FZeG7WD5+E7U8fogNooPT1g9fw7LgTcJjTiB06kVouT1aqMeiVQUDmL/6EOsHc1DjVMYD0E1m/Ff9jcjIyS3XN9FwLjehs39NaOpFWL6Yj+XD11D37m7SoVasWAFET27GjRvHhg0bqvepqsrVV1/NHXfcAcDWrVvZt28fRx99NNdffz3PP/98rWMNGTKE2bNn07WrVFfsyAIRHZ/BzDHDJfk6OD0ldqKjUlUO4XDsgKPPi7pzS0z7SC+pht6eKIrCOT2TOD7Xzh0/lPP0mqq4kxE9QZ3rv/HwynovD451c1QnS4v2VQghROszKpwA4LYpaAZBdAB17260WkH0nTFt9CSnXNAXhhRFYViGlWEZVv4+PIVN5RFW7wuxzhOioCzMWk+Y9WUh/M2TT2e3T+P5Ai/PF3hxWxVO7eZgWnc7x+XYsZtlgFOIjmTChAlAtKjRoUKhEJs2bcLpdJKRkUHnzp3Jzs5myZIlVFVV1VrquKqqiiVLltC9e3dyc3Prvd9x48bxxhtvsHDhQkaOHFlr36efflrdRjQvf1hnSXE0eL6oMMCKklCTKkLX5egMa8w2Pdk4lKNUNjKIXlmOdd5sLJ+81aCVcHVXKsHTf0loyjSw2hp3X+KI57apnNbdwWndHQAUVkX2/234+WJXgF3e+IUO6rKjKsIrG7y8siG6autAt5mJOdFg+rguNlxtpZCXEEKINmefQRA9zRZ/hTM9vYvh9shRTQ/NiViRo8fiu/E+HA/diuKritmfU7qVJSv/yZLf/ItXK9N4Z7OPnd6GX+ApC+q8vN7Ly+uj12xO7+7g7B4OJkohAdFI5i/moRbtiNmupXcmdPxZLd8hIRqpMRmruvzvf/8DYMqUKY26/6KiIq655ppa24YPH84zzzxDjx6Nz362myD6hAkTKCgoYOXKlSxevBiv10t6ejonnngiV1xxRaN/kc2lzGBgLyYs5XShm8wxVQuUUCjmtrrVjp6dl9A+CshLNvPnoS7AhabrrPOEWVocZElxkKXFwUZXwfAEde5fWcF/fqrgwl5JXHNUMv3d7Tjg43QROuOXhE4+H/PXH2Gd/2qdQWMAJRLB8tVHWL76iPCwMQRPuxitz+Bay3iLI0RVBZZP38Gy4K16JyroNjv+6+6QD3/tgc1O6MRzCE2Zhnnp51jmvxK3wn08e/fuBWDWrFkMHTqUhQsX0rdvX1auXMn111/PI488Qo8ePbj88svZs2cPACtXrmT9+vXMmjWL0047jbKyMh588EFeeOEFLr30Uj755JOEP1TRfpTHCUxJRfRYRhXRAZQKD3pa7RJIpi3rDJdv1noNbI6uiWaWalW571g3v+idxPXfePixJPYzxQFL9wSZ9F4xVw9K5qZhLpJlIFAIITqMOiuiZxgH0ZWSYqixSp9icF1Ay+wqn/tFvRRFoVeqmV6pZsBRvT2i6WyvirDOE2adJ8S6suj3Ak+Y8lDiUoKeGlW3XBaFk3KjldJP6GprOyscCiGaTY8ePZgyZQoLFy7kxRdf5JJLLqne9+9//5uysjIuuOCC6qWOf/WrX3Hvvfdy3333Va/GC3DfffdRWVnJDTfcUOv4Xq+XHTt24HA4yMs7OJZz9tln83//9388+eST/PKXv6wutrBz506eeuop0tPTOf10WT2yubywtpK3t/r5tijQbJOeAIamWzi7hyNmu56UbHyDRlREN61aiv2x21Gq6r+Nbk8ieOqFhE4+Dxq9cqboqHKcJi7uncTFvZPQdZ2CsjCLCqMTN77aFWjy+djPnjA/e8I8/nMVZgVGZFqjwfRsGyMyrVL1VAghRLV4QfR4tDjXsCKDJIuQaFr/ofhueQj7fTNQKzwx+9U9uxj9+A0MnXE/t4/swbI9Qd7eHF0Vr7ARk9s8QZ3/rffyv/Ve0mwKp3eLhtJHpiV49qg48vi9WN953nBX8JzfyMRc0S40JmMVz/PPP8+CBQuYOHEiJ510UoPve/r06YwZM4aBAwfidDrZsGEDs2bNYs6cOUybNo1vvvkGl6txRYjaTRB9/PjxjB8/vrW7US+jClOp1kM+UCsKeoobZd/eeo+ndesNavutsN0eqIrCgDQLA9IsXNoveoGuxB9h6f5Q+pLiID/sDTboYmVQg5fWe3lpvZeTc21ce5SL8V1iq2G0G1Yb4eOmEZ50GqZlX2Kd9wqmLbGVYw5lXrEY84rFRHoPInjaxUSGjQVVBvbaO6WkGMtHr2NZNBcl4K+3ve504fvzPRJsbG9MZsJjjid87BRMPy3DMn82pu0NC6RrWvQ90Gq18vLLL5OdnQ3A2LFjef755xk/fjyPPPIIl19+eXXbSCTCrbfeyvTp0wFwu908/PDDrF69mmXLlrF48WLGjBnTDA9UtAfxKnfGnFuJuCvuKOX7YoLoqsGyhSAV0du7ozOsLDw9k6fXVnHHD+VUxBksjOjw358qeWuTj78Od3FhryRMUmFCCCGOeJ44K8GlWlX09CzDfWpJEdWXQnTdcIK6lpWToB6KjsikKuS7zOS7zJycZ6/erus6u7xadTi9wBNmrSfEOk+YkjiTKhqqIqTz5mYfb2724TApHN/VxrR8Byfn2WXCqxBHsAceeICTTjqJ6667jnnz5tGnTx9WrlzJF198QV5eHrfffnt12z/+8Y/Mnz+fhx56iJUrVzJ06FB+/PFHFi5cyPDhw7nqqqtqHfv777/njDPOYNy4ccybN696u9vt5r777uPKK69k0qRJnH322QC8/fbblJaW8txzzzV6QE803COrq1jfyIJD9TEr0C3ZRHeXmXyXiRGZVs7KdxhPaopbEb28YXfmrcT+2B31htB1i5XQCWcTPO1icLkbdmwhDCiKQj+3hX5uC1cOTCas6SzfG2JRoZ/PdwVYWhwkzqXaOoV1+LY4yLfFQe5dUYHTrDC2s5VJOTYm59gZmGZGlYmtQgjRYe0zeHNJq+OzeWTYGPSX/oOiH7ydlt6ZSN/BzdK/jk7r3gff3/6L494bUUuKYvarZaU47roO3w13M6rPUYzKsnHnqFSWFgd5Z0s0lN6YFVf2BfTqvFWaVWFimpVfmIMc392GWcaxxCEsH72BWhZbODOS25Pw2BNaoUdCNF5jMlZGPvzwQ2bMmEFeXh5PPvlko+775ptvrvXzkCFDeOKJJwCYM2cOL7zwAtdee22jjtlugujthVGFKbfBiZKe0gkaEESP5Pept41IvHS7iVO7OTi1W7SSRTCi81NpiK93B3h2XRWbK+pPpX+0I8BHOwIMS7fw+342hrbn8yLVRGTUZHwjJ2FasxzLvNmYf/qu3puZNqzG8fDf0LK7EZx6EeExJ4ClHQfzOyh1xyYs8+dg/vYTlEjDysdonbviv+52tNyezdw70WwUhcjgkUQGj0TZur5BN0lJiQ6wDBs2rPoE6YCBAweSn5/Ppk2b8Hg81W0Bpk6dGnOsU045hWXLlrF8+XIJojejwYMHs337dsN9hw6gtoayOgJTojY9tZPhdsVg5QrTxjWxtzdbohMgRbtmUhWuHJjMtHwHty4p4+0tvrhtd3ojXP2Vh0dWVzLzmFROzLXFXe5SCCFE+xdvgp/bpqLZ41VErzHAVFGG4vfGtNEliC6agaIo5DhN5DhNHNe19r69/mgF9QPh9IL9VdQbU23rAF9E5/1tft7f5seqwnE5Nn7Rx8np3ewyUU+II0yPHj347LPPuOuuu/j0009ZuHAhnTt35re//S1/+ctfyMzMrG7rdDqZN28ed999N3PnzuXLL7+kc+fOXHvttdx00004HLHVr+O58MILSU9P54EHHuCVV15BURSGDh3KjBkzmDx5cjM8UnG4Muwq+S4T+S4z3atD59HgeU6SqcEBGD3JeJKB4q1s0O3N336KUhU/tK6bTIQnTiU47RL0Tplx2wnRVGZVYWSWlZFZVmYMg6qQxrfFQT4vDLCoMMDK0vgr8tWlKqyzYGeABTsDQDmZdpWJ2bb9wXQb3ZIluiCEEB1Jqd+oInr88y09vTPBi6/COudxlEgELSWNwG9mSOXjZqR3yYuG0e+bgVq4NWa/4q3Ece+f8f/hn0SGjEZVFI7tbOPYzjbuGpXKkuIg7+yvlL7b14hQelDn3SIz7xZVkG6r4vTuds7u4WB8FwmlC6Dcg3X+q4a7ghf8Tgr+inajMRkrt9tda//HH3/MpZdeSlZWFnPnzqVLly4J6dNll13GnDlzWLJkiQTRW5tRhSm3wdIxeqpx1cpDad37HnafxOGzmhSGZ1oZnmnl6kHJzN/u55GfKllSHKz3titKQvz+mxDpFgf915eR5/KS6zTT1Wmq9ZVqVdp++EdRiAwcTmTgcNSt67F8MAfzkoUoWt0njOqubdifuRftzWcJnXweocmnQ7ylKUXboOuoBauwznsF84/fNvhmWueuBE+9kPC4k+UD3xFE796wSVF9+kTbpaamGu4/sN3v99OjRw9MJhORSMSwfc22onmlpKTEVPMC6NatWyv0prayeIEpCaLH0FPchtuVQ2eC6zrqptggutatt0wWO4JkJ5l47rhOTN/h58ZvPWypYxLlz/vCXPBJCeO6WLltRCojMuV5IIQQRyKjwgmw/7zK7ERPSo4JRil7DwbR1eKdhreXiuiipWXYTWR0MTGuS+1rDmVBjfX7Q+nfFQeZt83PHoMB7XiC2sGiEn1Tzfx5qItzezhkcFOII0hubi6PPvpog9qmpqbyr3/9i3/961/1tp0wYQIejyfu/hNOOIETTpBqbG1RF4fKxBwbk7JtDE230t1lwmVU3bwpzGZ0mz1mZdGGVkS3fPmh4XZdUQgfezzBs3+N3jn3sLspREM5LSrHd7VzfNfoKjZ7/RG+3BWIBtN3Beq89lSXPX6terUagN4pZi7qncT0PklkJ0mASAghjnRGFdGN8lU1hU4+n/Co41BK96B17Q72pObqnthP75SF99aHcTxwM6bNa2P2K8EA9of+SuDKWwmPnlK9XVUUxnS2MaazjX+NTuXboiBvb/Hx3hYfRY0IpZcENF4o8PJCgZd0m8q0fDtn5TsYJ6H0Dsv63kuGRVMi/YcSGTK6FXokRNM0JmNV00cffcQll1xCeno6c+fOJT8/P2F9Sk9PB8Drjf0bq48E0RNI13XDwJRxRfQGBtHzJYje1phUhTO6Oziju4MlRQEeWV3J+1v9GNdsPagkpPB1cRiKjZeDTDYrMeH0vGQTQ9OtDHCb21wlJq17HwK//xvBcy/H8uFrWL6YjxIM1Hkb1bMX25zHsb73EqEp0widdB66O72FeiwaSikpxvbUvzCvWd7g20R69CN42sVEjpkgsws7sAkTJgBQUFAQsy8UCrFp0yacTicZGRmYzWZGjRrF4sWLWbt2bUzV83Xr1gFtIwx9pEtNTeWWW25p7W4YKosTmEq1tq33xLYg3rnloRXRldI9qJ6SmHaRXgOapV+idZ2Qa2fxWZ154McKHv6pglAd1/W+3h3khPf3cGa+nb8PT6F3qqXlOiqEMNSUlUv27NnDgw8+yEcffcTOnTtJSkqid+/eXHTRRXGX7hMdg1FFdJsJHOboeZWW0RnTttpBdLW0ZhC90PC4eueuhtuFaGmpVpURmVZGZFqZ3sfJA2N0FhcHeW+Lj/e3+hpVMb2gLMyVX+zj7uXl/GmIi4t6JWE1yWcQIYRo71wWhXFdolWXJ+fY6JdqbtbiQLozJTaI7q2o93bqjs2YjIoIZHfDf/X/oXXrlbA+CtFUGXYTZ/dI4uwe0fDfloowX+yKVkv/vDBASZzruvXZUB7mjh/K+dfyck7Os/Prvk6O72prc2OkQgghDl9Y0yk3KPTZqZ4gOoCeloGeltEc3RLxuNz4bnoQ+3/+hvnnH2J2K5Ewtsduh6oKwlPOjNmvKgpju9gY28XG3aNS+XZ/pfT3tjY+lP7cOi/PrfOSYVeZ1t3BmfkOxnexyvlCB6EUF2JZ+K7hvsAFv4e2XgBWiBoak7E64EAIPS0tjblz59KzZ8+E9mnZsmVA07JaEkRPoIqQTsQgjWwYRG9ARXTdYkHL6Z6IrolmMrqzjdGdbWwqD/Po6kpeXu/FZ/QkaIDKsM66sjDrymKD6i6LwohMK6OyrIzOsnJMppXUNlINVs/MJvirPxI861Ksn7yNZcHbdS4ZCaD4qrDOm43lozcIjzuJ4KkXomdL2LQtUAq34rjvRtTSPQ1qHx48ktBpvyDSf5ic0Al69OjBlClTWLhwIS+++CKXXHJJ9b5///vflJWVccEFF2A2R08/Lr/8chYvXszdd9/Na6+9hs0WrWhXUFDAK6+8gsvlkopRHZzRSjMAqQ24CNXRNDSIrm762bCd1lOC6Ecqh1nhb8ekcH4vB39e7OGr3XWv6PPuFj/vb/VzaV8nfxnmootUnxKiVTVm5ZKVK1dyzjnn4PF4OOmkkzjzzDOprKykoKCADz/8UILoHZxRRfSa16v0Tp1h28Za+2tWRFf27DI8rlREF22VSVUY38XG+C427h6dyvd7Qry7JTrAua2yYRU7N1dEuO5rD/euqOBPQ5KZ3tuJ3SzXPoQQor2wqDAqy8qk7GjwfHiGtUUrJupOF5QW19qmVFXGaX2Q+csPDLcHTz5fQuiizcp3mcl3mbmkrxNN1/mpNMTn+yumf1MUxBtu3NhpRIf52/zM3+Yn12nil32S+GWfJHKTJdoghBBHinirIqfJGGDb5UjCf8Pd2B+/A/OyL2J2K7qO/YV/E6iqIHT69Lj5EZManSA6bv81m8X7Q+nvbvE1anW7vX6NZ9dV8ey6KjLtKtPyo6H0EZkWkszyPDpSWd96FiUSm6sLj5yEJoXXRDvT2IzVggULuOSSS3C73cydO5deveq+RhAKhdi8eTMWi4UePXpUby8oKCA3N5ekpNqrihQUFDBz5kwAzjvvvEY/Hvm0lkBG1aUAUm2xb656Sqd6j6fl9gKz/Be1Bz1TzNw/xs0tR7t4Zm0VT66pYm8jTpDqUxHS+awwwGeF0YrjCjAgzczoLCujsmyMzrLSw2Vq1uod9XK5CZ59GcGpF2H54gMsH85BrTFobUQJh7B8Pg/zF/OJDB9PcOpFaL0HtVCHxaHUzWtxPHATSkVZne10VSU8egqhqRehdevdQr0T7cUDDzzASSedxHXXXce8efPo06cPK1eu5IsvviAvL4/bb7+9uu25557L3Llzeffddxk/fjxTpkyhvLycuXPn4vf7efzxx3G73a33YDqIYDDIyy+/zO7du3G5XAwfPpwRI0a0dreA+Beh2spkrDbFZke3O1D8vlqblXJPrZ9NG4yD6FIR/cjXz21h7ikZvLfVz+3fl7Oh3HiVHogO9j27ropXN3q5elAy1x2VTIr83QnRKhq6ckl5eTm/+MUvAFi0aBFHHXVUrf3hcPy/edExlBlM8KsZRNcyOsfsV8tKIRQEixW1eGfMft1klupTol1QFYWRWVZGZlm5fWQKP5aEmLvVx3tb/aw3KAhxqB1VEf68uIz7f6zgD0e5+HW/JBnQFEKINu7hcakMTbfitLTe67XudMVurKeID+Ew5q8/jj2W1UZ49HEJ6pkQzUtVFIakWxmSbuUPR7kIRHS+2xPk8/3V0r/fGzQs7BbPjqoId6+o4N4fKzixq41L+zk5KdfeohNLhBBCJN6+OKtnSBC9jbNY8V/9D2zPP4jli/mGTWxvPI1SWU7wwt+DWvf/Z81CAveMTuXrogOhdC8lgYafMOzxazyztopn1lahAN1dJvq7LfR3m6u/93NbqleHFO2TunU9lsWfxGzXVZXAeVe0Qo+EOHwNzVgVFBTwy1/+kkAgwPjx43njjTdijtWtWzemT59e/XNhYSGjRo0iLy+PVatWVW9/8803efTRRxk7dix5eXkkJSWxYcMGFixYQCgU4oYbbmDcuHGNfiySck4go0E9aHpFdC2/z2H3SbSsdLuJvwxL4Q9HuXhto5dHVlc2aECrsXTg531hft4X5rl1XgAy7Gp1xfSBaRa6Ok10dZpaPqxncxA68RxCx03D/N0iLPNmY9q+sc6bKLqO+fsvMX//JZF+QwlOvYjI0GOlwnYLMq1Zjv2hW2MCjDXpVhuhSacROvl89MzsFuydaE969OjBZ599xl133cWnn37KwoUL6dy5M7/97W/5y1/+QmZmZnVbRVF45plnGDVqFP/73/94/vnnsdlsjBo1ihtuuIHx48e34iPpOIqKirjmmmtqbRs+fDjPPPNMrVmRrSFeEN3o3EqA7kozCKKX1vrZaGlnPTkFPatrs/ZNtA2KonBmvoOp3ez8r8DL3SvK61zy0BvWuf/HCp5bW8WMYS4u6+fEZpLzMyHaomeeeYYdO3bw3//+NyaEDlRXSxAdl1HxBHeNgT09PTaIDqCUFqN3zkUtLozZp2dmgyorZ4j2RVEUhmVYGZZh5W/DU1jrCfPeVh+zN3jZUlF3pfRdXo1bl5bx4MoKrh2UzOUDnLhaMeAohBAivrFd7K3dBTAIoitVFXXexPTjYtQKT8z28IiJkJScqJ4J0aJspoMBs78Oj17z/Xp3NJT++a4Aaz0NG0fVdPhoR4CPdgTITlKZ3sfJr/ok0d0ln3eFEKI9KpUgevtlMhP4zQz05BSs8181bGL98DWUynICv7kRTA17rzapChOzbUzMtvHPYTbeW13It/5U5u8INaoQqA5sqYiwpSLCh9sPbleA/P0B9QFpBwPqfVMtsgJeO2Gd84Th9vCk09G75LVwb4RIjIZmrIqKiggEogWM33zzTcNjjRs3rlYQPZ4JEyZQUFDAypUrWbx4MV6vl/T0dE488USuuOIKpkyZ0qTHIp/MEshomWMwrtqpp9QfRI/k9zvsPonW4TArXNrPya/6JvHxDj/vb65i7V4vpZqFQq+Gv2ErADfKXr9WvUxdTS6LUh1Kr/mVW+PfzVLFyWwmPOYEwscej2nVUizzX8W8Znm9NzOt+xHHuh+J5PYgdOpFhI89XlYGaGam77/E/tg/UUIhw/16cgrBE84hdMJZ4HK3aN9E+5Sbm8ujjz7aoLZms5lrrrkmJggtWsb06dMZM2YMAwcOxOl0smHDBmbNmsWcOXOYNm0a33zzDS6XQfWmGvx+f537D0epL/Z1yaoCIT/+sFwQOJTNlYq655CQmKf04P9RJIxzc0HM7UL5/fDv/9DSHgSDwVrfRdNcnG9iWq6bJ9f6mLXGT2UdSySXBDRuXlLGoz9V8H9HJzE119q6K/G0MnkOikSw2xsWjGnoyiVvvfUWiqIwbdo01q9fz8KFC/H7/fTp04cTTjgBq9Wa6Icg2hmja1Zu68HXcj09y/B2akkxkc65KAZBdC0rJ3EdFKIVKIrCgDQLA9Is/HmIizc2+XhgZUW9RSX2+jVmfl/OQ6squGpQMlcOSK41sUMIIcThGTx4MNu3bzfcN27cOObNm9fCPWoao4ro9QXRLV9+aLg9PHFqQvokRFuQalWZ2s3B1G4OAHZ5I3xeGODtzV4W7AygNaD46S6vxv0/VvDAjxVM6WrjrHwHk3Ns5CXLeKIQQrQX++JUu5YgejuhKAQv/D16cgq21540bGL56kMUbyX+q/4OVlujDm9WFUa6Nc7JS+bBcTa+3h3g7c3R1e3iTWKojw5sroiwuSLCB4d83GhKnQG3VaWv28yAA5XX0ywMcJtJt0vhjuZg+mkZ5tXLYrbrVjvBsy5thR4JkTgNyVhNmDABj8fTqON2797d8Dbjx49vlsKg8mksgYyqSwGGAxENqojeXSqit3eqonBKnoPJmQrbt+8jLy8Lm81GaUBjR1WEnYd8Hdi2yxsh1LRzpxgVIZ21nnCdFQXSbAr5LjMjMqyMyop+dUs2JSZgpChEhowmMmQ06qa1WOfPxrTsCxS97itJph2bMT31L7Q3nyF08vmEJp8G9qTD74+oxfzlB9ieuQ9FN37CRfoOxnf9XYbVW4QQ7d/NN99c6+chQ4bwxBPRmcRz5szhhRde4Nprr63zGLt37yYUZyLL4Sr0WDn0dDXZpLNjx45mub/2zmy24T5km+YpqR68dezeRkYoNnBe0imb3XEGeNuyoqKi1u7CEeG8VDj+GHh2u4U3dpkJ6/HP/7ZVaVz+VSXj0yLM6BUkx96IdZSPQPIcFE1lsVjIz89vUNuGrFwSDAb5+eefycjI4Mknn+Rf//oXmnbw/D4/P5+XX36ZQYMGJewxiPbH6JpVao3rVVq8iuh7iyDgR/WUxOyTILo4kphVhYt6J3F+TwfvbfVx348V/Lyv7kC6J6jzr+UVzPqpkt8OcHL1oGQZbBRCiARJSUnhqquuitnerVu3VuhN0xgG0YMBCAXBEjtRVPGUYPpxccx2LaMLkX5Dm6WPQrQF2UkmLuqdxEW9k9hRGeZ/6728VOBlp7f+ql468OnOAJ/ujF7z7OkyMTnHzqScaDVVCTMKIUTbtS9OmLiTvHa3K6HTfoGe5ML2woOGGSDzD19hf/Bm/H+8AxzOJt2HWVWYlGNnUo6d+8fofLU/lD73MELph2pKPmuPX2PP7iBf765dtCjTrkaD6W4L/fdXXh/gNtNJrhk1naZhjTPhIXTqBeju9BbukBDCiATREyheRfSaFaYO0FI61Xks3WRCy+2RkH6JtkVRFNLtJtLtJobGeS/UdJ0in8bKkhBLiwMsKQ7yw94Q3joqVR6OfQGdfYEQy/eGeGptFQBdHGp1KH10lo0h6RZspsMLpms9++O/9jaU3TuwfjgH81cfxq3CfYBaWoxt9iys771I8LRfEDr1Aln6O0EsH76GbXb8GVXhocfiv2Ym2NrAMqZCiBZ12WWXMWfOHJYsWVJvEL1Lly7N1o/whnKg9vtEJ7uJvDxZWsuIrXM2FKyotc1SVUFebi4oCvZNKw1vlzRsVLv6nQaDQYqKiujcubNU+E2QPOChnvCnygj3rPTy1ta6K31/tc/E98sd3HBUElf2s2M9zHPE9kaeg6KlNHTlkn379hGJRCgtLeXee+/ltttu46KLLiIUCvHcc89x//33c9FFF/Hdd981uBK7OLJouk55MPZ6grvGCn56vCB6SVHsiisHbiNBdHEEMqkKZ/dI4sx8Bx9s83PfjxWsKKn72lV5SOeBlZU8/nMVv+nv5NpByXROkmtXQghxOFJTU7nllltauxuHxSiIDtGq6EZBCfM3C1C02HHG0IRTQZVAlugYcpPN3Hx0CjOGuvhkZ4AXCqr4aLufSAOHRzdVRNi0ropn11WhAEPTLUzOsTE5x8boLBsOc8e6hiWEEG1ZvCC6TCJqf8LHnYHudGF//A6USOykfvOa5Tju/hO+G+8Fl/uw7susKkzOsTN5fyj9y10B3tniY+5WX9wq+4mk6hp/2PERFxd9TadwZYNvFwZKFIWw1c76niPZePx0+mQ6GZBmked8A5iXfoZpa+yq37orleCpF7ZCj4QQRiSInkCNqYhOcgq6qhpeVALQuvYwrIggOgZVUchOMpGdZOLkvGhQIKTprC4NsaQ4yNLiIEuKg+yoqr8aQFPt9mm8t9XPe1v9ANhMcHT6wYrpo7KsZDmaNqimd8kl8Os/Ezzr11g+eRvLp++geOs+SVOqKrC99gTq1gICv7sVzJYm3bcAdB3rm89gnfu/uE1CY04gcMXNYJa3CSE6ovT06GCY1+utt21zBtoqwuUx29x2k4To4jClZcRsU7QI9kgIklOwbVtvfLv+QzG1w9+p1WqV50KC9bPDs1OcXLc3yG3fl/NZYWwF/QN8Ebjzx2ho/YExbsZ2adyyikcCeQ6K5tbQlUsOVD+PRCL89re/5Q9/+EP1bf7617+yYcMG3n77bd59910uvFAuynZE5UEdo2GYmter9NRO6CZzzGCRWlKEVrzL8LhaVtdEdlOINkVVFE7r7mBqNzuf7gxw348VLCmue7JeVVjnvz9V8tSaSi7p6+SPg110dUogXQghOqp4QXSqKuDQILquY/nyg9hjKArh8Sc3Q++EaNtMqsLJeXZOzrNTWBXh5fVVvLjey/bKho+L6sCKkhArSkI8tKoSmwlGZ0VD6ZOzbQxNt2BSJZguhBCtZV+8fJVVQrntUWTUZPwOJ/b//B0l6I/Zb9pSgH3WbfhvehCUxLz/WlSFKV3tTOlq54Exbr4tCrKqNMRaT4i1+8Ks9YQoDyUunG7Rwryw5lEu2LOk6QfxQa/l2/h64yqmDb6RMouTzg41Wj3dbWZAmqW6mrph1rADUnZuwfrKLMN9wWmXNLnSvhAi8SRhmEBlcWZXGZ4oqSq6y41SVmp4Gy2/byK7Jo4AFlVhWIaVYRlWrhwY3bazKsJ3xUGWFAdYWhzkx5IQzVQ0nUAEvi0O8m2NQbd8l4k+KWa6Ok01vszkOk3kOE31VhbQ3ekEz7uC4Gm/wPL5+1g+fA113946b2NZ8hmKtxL/H/4JNkdCHluHokWwvfgQls/mxm0SPPEcgr+4VqqsCNGBLVu2DGj95Y7LDCp3psoFqLj0lDTD7Ur5PvTkFEyb1sTs07rkQbyBUdFhDcuw8vbJGXy208//LStnZWn8KqBrPGGmfrCXX/ZJ4rYRKaTL0oJCNLtDVy5JSUmp3nfqqafGtD/11FN5++23Wb58uQTRO6i4hRNqnlepKnqnLJRDqp8rJUWoxXEqomdmJ6yPQrRViqJwQq6d47va+GJXkPt/LOfL3XUH0v0ReHJNFc+vq2J6nyT+ONhFvksuwwshRGMEg0Fefvlldu/ejcvlYvjw4YwYMaK1u9U4dVVEP2SbumkNauHWmLaRgcPRM5pvNUIh2oMcp4kZw1K4YYiLRbsCPL+uig+2+Rs9HhqIwBe7AnyxK8A/gSyHyi96J3FJXyc9U+RcTQgh4nny50pK41QvPxyf7YwNK6sKpFhlklB7FRk8Et9ND+B48GaUqoqY/eY1yzF9/yWRERMTft8WVWFCto0J2QeLJum6TqFXY50nxBpPmLX79ofUPWEqGhlQT4r4eeOnhzhp36qE9HdceQELV9zB1CE3UYSbIl+Az3fVLg6VnRQNqPdzmxmwP6jeP83SocbK1Y0/43jgZpSq2OJ1WmY2oePOaIVeCSHikU9VCWQ0sGdSwGUxPlHSU9MgThA9IkF00QBdnSa69nBwVo9oINsX1lnnCbGjKsLOQ752VEXY5Y00ePm6hthSEWFLRfzqA+k2tTqgnlsrrB79ynGasKgKOJIInXIBoRPOxvztp1jmvYqpcEvc45pXfYfj3hvx3XC3hOcaIxzC9uw9WJZ8FrdJ8KxLCZ7164TNQhVCtF0FBQXk5uaSlJQUs33mzJkAnHfeea3Qs4OMzq060ofrxtJSOxluV8r3obvTUXZti9kX6Tmgubsl2rHjutqZlGNjzkYff/+ujL3++Beb/7fey/xtfv45MoXpvZNQ5FxCiGZz6MolTqeTnJwcCgsLSU1NjWl/YJvfHzu4IzoGT5zBQvchA3taRmfUQ4Lo0YroOw1vr2XlJKaDQrQDiqIwKcfGpJxMvi0KcP+PFXyyM/7qMQBBDZ5b5+XFAi8X9kriz0Nc9EqVy/FCCNEQRUVFXHPNNbW2DR8+nGeeeYYePXq0Uq8aR3emGG43CuVYvoithg4QnjA1oX0Soj0zqQrHd7VzfFc7Rd4Ir2zwMmejl7WecP03NlDs03hoVSUPrapkYraNS/smcXp3BzaTXNMSQoianlpTxfrypr3WNpbbqqLK2EK7pvUehO/Wh7HfNwPVUxKz3/b6U3iHjQVz818fURSlOps0pcbCjrqus7MqwrqyMGv2hdhWGUGvI0eV5K/gmg/upee+dQnt39CqbXy+/J+cMvRmtjiyYvbv8mrs8gZiVi/O2R9Q759mrq6k3s995AXUTauXYX/4bygB43GN4LmXg8Xawr0SQtRFrnwnULywVLwQhp7SCdhouE/r3ieRXRMdhMN8oGq68f6IplPk0yj0Hgyn76wKs7Uiwg97g+zyJnYma0lAoySgxa2iqQCdHWrtgLp7HLlXTGDI9mX0/uJ1kjb+ZHhb04bVOO66Dv+M+9EPXcZSxFCDAVJmzcTy8/dx2wSm/4HQSee2YK+EEK3pzTff5NFHH2Xs2LHk5eWRlJTEhg0bWLBgAaFQiBtuuIFx48a1Wv90XafM4NxKluSLT09xG25Xy/ahbF6LYnAVReslQXRRN1VRuLh3Eqfm2bnt+zKeW+eN27Y0oHHtVx5eXu/lwTFuBqRZWrCnQnQcRiuXTJgwgTlz5rBu3TqGDRtWq/26deti2ouOJW5F9EOWd9XTYwc8lNJiVIMguubOAKstZrsQHcGxnW28cZKNH/YEuX9lBfO31T3RJ6LDKxu8vLrRy7k9HNwwxCXnSUIIUYfp06czZswYBg4ciNPpZMOGDcyaNYs5c+Ywbdo0vvnmG1yuugvUtIVJmGazFaM1XcOeUgI1+xf0k/TtpzHtNIeTykEjoA08FtEwwWCw1nfRfFJVuKqvhav6prLLG+GrojBf7A7xZVGQ3b7GV+Q6UCm9k9XDBT1t/LKXnd4p7WvVP3n+iUSw2+2t3QXRwXWyyRjgkUDL7Ynvb4/guOMPqJ69tfapu7dj/nI+4eOmtVLvogH13GQzuclmju9a9+uesm8v9vv/galoc7P0pbe/iC+W38apQ25mdXJeg25T6NUo9AZYeEhAvWuSqTqcfqCKej+3mZR2OLZu+u5z7I/fgRI2zpqFBw4nPHpKC/dKCFEfCaInUJlBhalDq0vVpKekGW9XVLS8XgnrlxAHmFSFnP2VyEdk1t6n6zo7qiIsLQ6ypDjI0uIgq0pDCa2gfigd2O3T2O3T+H7voScQvSHvFk5OXsns1f8hJeyLub1px2Ycd1yLb8b96J27xuwXUUpVBb1e+TfWHcYTX3RVJXDFzYTHndTCPRNCtKYJEyZQUFDAypUrWbx4MV6vl/T0dE488USuuOIKpkxp3Q9vvohOyCAzlSpL8sUV79xSKd+HUrTDcF9Eguiigdw2lX+PTePi3kn86RsPq/fFr4CyuCjIhHeL+cNRycwY5iLJ3P4ucgnR2hq7cslvfvMb5syZw0MPPcTJJ5+M2+0GopUkH3/8cVRVZdq01ru4L1qXJ2D8wf7QCX56epeYNkoohGnjmpjtulRDF4LhmVZeOT6dVaUhHvixgne3+KjrMpqmw+ubfLy+yce07nZuHOpiSLpUbhJCiEPdfPPNtX4eMmQITzzxBABz5szhhRde4Nprr63zGLt37yYUMg4ttBRrWQVug+1lO7ezZ/v26p/TVn1Lhj920nfJwJHsKCpuvg6KZlNUVNTaXehwjjXDsbkwoyts8Sl85zGx1KOyrMxEVaTh15NLgzqPr/Xz+Fo/R6dEOKtLmCnpEeztKJMuzz/RVBaLhfz8/NbuhujguiTJWMKRQs/MJnje5difvidmn/Xt5wmPPRFsRtM22w6laCeO+25E3bPLcL/ucBIZMCzu7UMRqAxrVIR0KkIaXXdvIMNXGtMuJ+jhsxW3c8bgGSxJbXrR2p3eCDu9ET49ZAW/XKeJ/m5zdRX1AwH1ZEvb/HszL3of2/MPoujGxVXC/Yfhv+52UNtm/4XoyCSInkCGFdHrmLGnpxqHhbSu3cEms01Fy1IUhbxkM3nJZs7tGQ07VIU0ftgbYmlxkKXFAZYUB/EEmzGZbuCjtCFMGfo35q+8h6xQecx+dc8uLLf/Af+Me1G7927RvrUHiqeE1PtnYC7cYrhft1jxXzuTyLCxLdsxIUSrGz9+POPHj2/tbsRVFuf95khbViyR6gqiq9s2xLa3WGTyo2i0UVk2Pp+WxeM/V/Kv5RVUhY3/VsM6/HtVJW9u9nHHyFRO726XJTWFaITGrlwyevRorrnmGmbNmsX48eM55ZRTCIVCzJ8/nz179vCPf/yD3r3l81JH1dCK6JpBRXQAxVsZs02TILoQ1QZ3svD8cZ1Y6wnx4MoK3tjkQ6vn8tl7W/28t9XPKXl2Zgx1cUymBNKFEKI+l112GXPmzGHJkiX1BtG7dImdYNfSlE5uw+2drGbseQerHaa8PsuwneWks8nLa1hVRNE2BINBioqK6Ny5M1arvLe3lm7AxP3/Dms6K0vDfFEU4ovdIZbtDRPn41GM5eUmlpeb+LdV4bx8G9N72RjgbrvRCnn+CSGOBGd0b9vBZNE44XEnEfnwNUw7alcTV8tKsXz0BqFpv2qlntVP3bYR+/0zUMtig+MAWkoa/hvvReted3Dcsf8rC1BKitHuuxF117aYdp3CVXz8478476jrWdBpyOE/gBp2VEXYURXhk0MC6nnJJvqnmumfZqF/jQrqzlYMqFvmzcb22hNx94ePHof/6n/ISp1CtFFt99NSO2QU0D20ulRN8cJCWve+CeuTEIfDaVGZkG1jQrYNcKHpOhvKwtUV0wvKwuysirDLG2nWyukrXPlMOvoffPjjv+geKInZb60oxfvP6/jr5FtJHjSE0VlWRmRaYwbVO5qGzND0XX8XWv+hLdwzIYSon8dgpRmQIHqdnC50kwklEqm1WSnbh2pQyVTr3g/MlpbqnTiCmFWFa49ycVa+g5uXlPH+tvjLhG+rjHDJZ6X0SzXzh8HJXNAzCatJAulC1KcpK5fceeedDBw4kKeffppXXnkFRVEYMmQIDz74IGeccUYrPArRVsQ7r4qpiJ7RucHHlCC6ELH6uy08ObETNw8L8+DKCl7d4CXOnL1qH2738+F2P1NybNw41MXYLjKQJoQQ8aSnpwPg9cZWDz+U3d4Gij1ZreiKgqLXfjMwB33V/VP27MK6bkXMTSO5PTD3G4JZJnS3S1artW08BwUAY5NgbC7cDHjDGl/vDjJno5f3tvgaFEr3BHWeLvDzdIGfUZlWTu1mZ3KOjSGdLJjUtvc3Ks8/IUR7lGZTuKSPk98OcLZ2V0QiqSaC5/8Ox79vidllnTeb0HFngMvd8v2qh1qwCse/b0bxVhnu1zI645vxAHqX3EYdV0/Pwnvrf3A8eBOmzeti9ju1APNWP8BHZ9zI3OxjWesJs9YTotjXwFl0jbS9MsL2yggLagTUFWBYhoWz8h2cme8g39VCsVJdx/rak1jnz47bJDT+ZAK/mQEmiboK0VbJX2cCGQ3s1RlET+1kuF3Lb/pSG0I0J1VR6Ou20Ndt4Vd9D34ICGs6RT6NnVXRYPqOqgg7D/kqOsyTo/VJ2Uw8+v+Yv/IeBnl3xux3h73cs/CfnF90PfelD0UB+rvNjMqyMirLyugsK71SzCgd5MJtomZoCiFEaymLW7mzY7yON4mioLvSUDx7a21WN69BrfDENI/0GtBCHRNHqtxkM/87Pp0PtvmY8W0ZO6oicduuKwtz7Vce7vyhnKsHJnNpPycpMrFEiLiaunLJ9OnTmT59ejP0SLRn8Sui1z6v0tIbHkTXs7oeVp+EOJL1TDHzyPg0/jLMxcOrKnmpoKrekNPCwgALCwOM62LlL0NdTMy2dZhrWEII0VDLli0DoFu3bq3ckwZSVUhKhqqKWpuVyoMrv1q+/NDwpuEJp4K8DwiRcElmlRNz7ZyYa6dkdITZG7y8WOCloCzcoNsv3RNk6Z4gt30PqVaFidk2JufYmJxtp2eKSc7fhBBHpIVnZNI8MdiDXBZFVlQ9QkWGHkuk31BM636stV3xe7G+9z+C0+te6ailmX5cgv2Rf6AEA4b7Izn5+Gfch94ps2l3kOLGd9O/sT/8V8xrlsfsViNhTnn3Ho679AbCp0SLy5T6I6zZH0pf6wmzdl/0+x5/4v8ydWD53hDL94b4v2XlDK8RSu/eXKF0LYLt+QexfD4vbpPgyecTvOiq6GcsIUSbJUH0BNF13XBgr66wlJZtfLEs0lNCQaJ9MasKXZ0mujpNcdsEIzqF3tiAes3QemmcKm0H7LSnc9zRf+f9lfcxqmJjzP4kLcg7Pz3Apf2v4rXOY1jjCbPGE+aFgmiFlE42tTqUPirLytEZFpLMR96Jirr+JxwP3my4fDo0fYamEEK0pDKDlWZAKqLXR09Ng0OC6KZtse+ZAJoE0UWCnNrNwcRsG/f9WMEjP1XWWflzl1fj78vKuW9lBZf3c/L7gcl0Top/DilEXXRdxxvWKQlolPo1SgMaJX4t+nNAwxPQ0Jtx5aamyrSr/OXolNbuhuhAjAonWFVwHLJChd4pq8HH1LKyD7tfQhzpuiWbeWCMmxuHuvjPqgqeX+fFV8+Sgl/vDnLm7hJGZlqYMTSFE3MlkC6E6FgKCgrIzc0lKSkpZvvMmTMBOO+881qhZ02jJ7lQDg2iH7hur2mYv4oNousmE+GxJ7ZE94To0NLtJq49ysU1g5JZXBTk+YIq3t3iIxC/zkItZUGduVv9zN3qB8rIdZqYlGNjcraNidk2ud4lhDhiuGRcThwORSFwwe9Iuv2amF2WT98hdNK56Jlt4zqjefGn2J66K2bl6QMiPQfg+/PdkJx6eHfkSMJ/w93YH7sd8w9fxexWdB378w8QqCondNov6GQ3Ma6LiXGHrKJXciCgvj+YvsYTYu2+MCX15K4a44e9IX7YG+Ify8o55kAovYeDbskJipuGgtgfvwPzsi/iNgmcezmhM34pE3WFaAckiJ4g3rBOyOC1vK6K6FqPfkS69aoVDor0HYzWa2BzdFGIVmU1KeS7zHUu3eINaxQaBNS3V0ZYURKiNKBRanFx0tBbePOnf3O8Z3XMMSx6hP+tmYU7XMWTXU+ota80oFUveQxgVmBIuqVGON1WZ5i+PTCtXIL9v/FnaGo53fHNuK9RAQMhhGgN8SqiSxC9bnqKu8FtZfKjSCSnRWXmiFQu6JXEDd94+LY4WGf78qDOv1dVMmt1JRf3TuIPRyXTO9XSQr0VbZU3vD9Ivj9UXitYfkjQfJ9foyQQwd/AAeK2pE+KWYLookV5DCb4uW1qbLjVakNLSUMt31fvMbWsnER1T4gjXnaSiX+NdnPDEBezVlfy9JoqKuuauQd8tyfEBZ+UMDTdwo1DXZzWzS7V4YQQHcKbb77Jo48+ytixY8nLyyMpKYkNGzawYMECQqEQN9xwA+PGjWvtbjaYnuyCPbW3HaiIblrzA2pJUcxtIkPHoKektUT3hBCAoiiM7WJjbBcb94zWmLPRywvrqljjaViV9AN2VEV4eb2Xl9dHi2MNdJujwfQcO2O7WHFZ5Lq2EEKIjknrPYjwiIkxYWMlEsb65jMEfv+3VurZQeZP38X20kMocSrbhAcOx//HO8CeZLi/0aw2/NfOxPbcA1i+/MCwie31p1Aqywle+HvDEHa63cT4LibGHxJQ3+OLBtTX7a+gvmZ/UL2+wqD1+X5viO/3hvj7snJGZB6slJ7X1FC634v9P3/HvPp7w926ohD41fWEjz/zMHothGhJEkRPEKNBPYgO7MWlKPhu+je2OY+jFm5Dy+tJ4JzfyCwe0WElmVV6p6qGISRd19lYHmZJcZClxUnMSLuFvy1+mHP2fhfTVkXn0fXPkR6u5F/dzoz7NxXWD87ge/znKgBynSaGplvIdZrI3V/l/cBXlyQTZrXt/n2av/0U25PxZ2iG8vsSuPFecLlbtmNCCNEERpU7IbrkqYhPT+nUoHZaShp6Rpdm7o3oiAamWZg/NYOX13u5Z0UFO6rqTgkHNXihILoM8und7Vw/2MUxmdYW6q1oTr6wTok/YlytvEbV8hL/gZ/bZ6hciPbAcAW/OJP79PTOUE8QXXc4D7/yjxAdUKbDxMwRqVx3VDKP/VzFE2sqKY9zTfmAH0tC/GphKQPdZv481MVZ+Q5MbfjalBBCHK4JEyZQUFDAypUrWbx4MV6vl/T0dE488USuuOIKpkyZ0tpdbBQ9yRWzTfFGK6Sbv4ythg4Qmji1WfskhIgvzaby+4HJXDnAydLiIC8UeHl7s6/eVW2M/OwJ87MnzGM/V2FWYESmdX8w3caITCsWOacTQgjRgQTOuwLTD1+haLWvU1oWf0Lo1AvRuvdpnY7pOpb3XsL21rNxm4RHTMT/+7+BJcFjVyYzgcv/gu50Yf3wNcMm1g/moFRVEPj1DWBqWMQz02Ei02FiYvbBgLqu6+zxa6zZF2atJ7T/K/rvfYHGn+cs2xNi2Z4Qf/uunJGZFqZ2c3BUJwv93WZynab6V/erLMPxwM2YNq0x3K2bTAR+dyvhY49vdN+EEK1HgugJEq9qZ10V0QFITiFw+V+aoUdCHFkURaF3qoXeqRam93ECaXhOu4stT91P/vcfGd7m9s2vkx6qZEavX6ArDas0sGN/NXYjJgW6OGqH07s6TeQmm8hzmujvtmA3t86Fo/pmaFbkDyD4pzuxSQj9iKLpOnt8Gru8EeoppnZYbCoMTpdQoGhZcc+t6prkJxpcEV3rOUAmP4pmoyoKv+rr5KLeSby92cfDqypYva/uKlI6VC9nPL6LlTPzHWTYVTrZTKTbVdLtKp1sKjaTPG8Ph67rlAV19gWiQfCS6oB400LgIS16rOqQeY1K5t7mPDkRQjSK0QS/+EH0LNi8ts7jaVk5ch4hxGHoZDfx1+EpXHtUMk+tqWLW6op6B/1+9oS5/PN9/N+ycs7obmdavoPRWVapki6EOOKMHz+e8ePHt3Y3EkZ3xgbRqayAqgrD5ee11E5EhoxqgZ4JIeqiKAqjO9sY3dnGXaNSeX2Tl3e2+FhaHDRcIb0+YR2+LQ7ybXGQe1ZU4DQrjOtiZVKOncnZNgammesPbAkhhBDtmJ7djfCk07B8Njdmn/X1J/HfeF/Ld0rTsM5+FOvHb8RtEpo4lcBlfwbV1Dx9UBSCF12FnpyK7Y2nDJtYvpiPsm8vkb6DG3VoPSWN8IgJkJyKoihkOUxkOUxMyqkdUC/2aaz1hFi9L8yCHX6+2BWgMXPwvtsT4rs9oeqfk80K/dxm+qdFg+kD3NHvXfcH1JXSPdjvm4GpcItxv602/H/4J5Ehoxv1eIUQrU+C6AkSr2qnhKWEaD5uhwX+cDPB1zphnT/bsM31Oz7ghNJVPNDtNF7NGktIbfrLXkSHnd4IO72RmOU0AawqDEu3Mirr4FeXpGY6IT1A17HM/R+2N5+J2yRw9Dg2njyd3EQtEyRahK5Hg107qiLsPOTrwLZCb6RJFz0bq0+Kme/O7dz8dyREDWVxKgOmyBKmdWro0s2RXgOauSdCgEVVuKBXEuf3dPDpzgAPr6rgy93Bem/31e4gX8Vpl2xW6FQjmJ5uU+l04N92lXSbqdbP7SW8HtZiw+Glfo3yJrzR63p0Ms+B6uMlfq362KV+rVknrwkh2ibDiug249dGrQErpuhZOYfdJyEEpFpVbhzq4vcDnTy7tor//lTJHn/d7/07qiI89nMVj/1cRWeHyhndHZzR3cG4LtY2vYqfEEJ0WAZBdMVbgfnbhSih2M+94XEnNbjSoRCiZbhtKr8dkMxvByRTFdL4tjjIosIAiwoDrCoN1X8AA1VhnY93BPh4RwCATLvKpBwbk7JtTMqx0S1ZXgeEEEIceYJn/Rrz1wtQgv5a282rvsO0+nsig45puc5EwtievQ/LV8ZFLwGCUy8meMHvmr8gh6IQOmM6erIL2wv/Niw+aV61FPOqpY0+tP7GU/iuuwMtTohdURQ6J5nonGRiUg5cPSiZvf4I72/18/ZmH1/uDqA1ckypMqzz/d4Q3++tfZ7ksiicYNrDY1/dgbPSIHAF6EnJ+P70r7j9FUK0bfIpJkGMBvUAUq0yACBEs1IUghdeiZ6cgu21JwybHOXdwXNrn+DurW/wYNdTeKLLcVSaHQnvSlCDpXuCLN0ThNXRbd2TTYyuEUwfmGZJ3MCgpmF99TGsH70et0lo4lQqLroGvbAwMfcpEqYsqMWEywsPCZw3ZblHIY4URhXRk8wK1nYQKG1NemqnBrXTJIguWpCiKJyQa+eEXDvf7wny8KoK5m7105R3ucqwTmVlhG2VDS/f7bIopFUH1WsE120qKVaVxp6ahUJh9u0zk+bzY7HUXen9AF2PDjIeCIeX+iMHq4gHtLiTb8ThUQBzG5y/1Bb7JI5sja6IXg9NguhCJFSyReW6wS5+OyCZFwqq+M+qCgq99U9GK/JpPL22iqfXVpFuU5naLVopfVK2TT43CSFEG2FUEV2JRLB88rZh+9CEU5u7S0KIw+C0qBzf1c7xXe0A7PVH+HJXoDqYvrUR16tq2uPXeGOTjzc2+QDo6TIxOcfOpBwbE7NtpEnhOyGEEEcA3Z1O6OTzsM79X8w+62tP4Pu/x0Ftgfe8YAD7o//EvPzruE0CF1xJ6LSLm78vNYSPmwZJLmxP3IkSadjYU32UijIc993YqArjGXYTv+7n5Nf9nOzx7Q+lb/HxVRNC6TX1LN3MIyvvISNUbrg/kpJGYMb9aN16Nf1OhBCtSoLoCRK3InqcgT0hRGKFTrsY3enC9vyDKLrx32NnXwn3bHiZO3a+y9Ihp/Jkt1NYUJlEsa/5SkpvrYywtdLHa/svHjnNCsdkRkPpo7OsjMy0Nm3lhAbN0LyI4AVXQiDQ1O6LJtJ1na2VEbZUhA0rmu+silARksCZEHUxmuQnE/zqp6e462+jKER69G/+zghh4JhMKy9OSWdjWZj//lTB7I1eAk0bo2uwipBORahx4fX6WYGqBB5P1EdVoJOtdrX7QyvjH/zZRLpdJcWqoMrS1qKD03TdcLJLapzPoVp6/SshaZkSRBeiOTjMCr8fmMxl/Zy8st7Lg6sq2N7A85eSgMZL6728tN5LilXhlDw707o7OL6rHYdZ3guFEKK1GAXRAcNl6CO9BqLndG/mHgkhEinDbuLsHkmc3SO6IvGWijCf7w+lf74rQGmc/EB9NlVE2LSuimfXVaEAQ9MtTM6xMTnHxugsm5zfCSGEaLeCUy/C8tl7KJW1w8imLQWYv1tEePSU5u2ArwrHQ7diWvuj4W5dUQn8+gbCk09v3n7EER59HHqSE/t//hFTOb6plGAA+0O3EvjdrYSPPb5Rt810mLisv5PL+jspPhBK3+zl66Jgo0Lp4z1reXfV/aRGfIb7N9kzOeeoW+m3KY0zNR8n5sr1LCHaIwmiJ4gnTgW7JgVMhRBNEp58OrozGfvjd6KE4y+HZ/FVMm7J64z94R1C405hy6Tz+FLPZGlxkB/2BtleGWFvPUshN1VVWOeLXQG+2HUwHN7fba6umD46y0rvFDNKXYGZYAD7Y//E/ENdMzR/R+i0XySy66IO3rDG8r0hlhYHWVIcZGlxsMkXGIUQUUaBKZngVz89Ja3eNlp2d0hKboHeCBFfr1QzD41L45ajU3hiTSVPr62iXKqCdxiqAmnWg8HxTvur1cf7Od1uIlVC5aIDKwtqFHjCrPWEKCgLU+AJNfjzhqZjuAJF/Iro9QfRdamILkSzspkULuvv5Jd9k5iz0cuDP1awqaLhE+rKgzqvbfTx2kYfTrPCibl2pnW3c1KenWSLfKbqaPxhnQ3l0feOtWVhCjxhCqsi6E1an6jtyXOqPHtcRmt3Q4i44gXRjYQmTm3GngghWkK+y0x+PzOX9nOi6TqrSkN8URhg0a4A3+wONmkVXB1YURJiRUmIh1ZVYjPB6KxoKH1yto2h6RZMiVqJWQghhGhuSckEp/0K2yuzYnZZ33ia8DETwGxpnvsu9+C4/y+YthYY7tbNFvy//yuRkZOb5/4bKDJ4FL6bHsDx4M0oVRUJOaYSiWB7/A6oqiR8/JlNOkaWw8Rv+jv5zf5Q+tytPt7a7OPboiB1neJMLVnOnNUP49CMM1yrnLlMHXIzu6xp/LTZx5ubfSSbFU7pZuesfAcndLVjl1C6EO1Chwui3/ztPnY1Q/XjAo/xshgSmBKiZUVGTsbncmN/6m7UvbvrbKuEQlgXzaXP5+/Tc8RELj7tYrQx0Qqx/rBOoTdySDXrMDurDm4zCkk2xVpPmLWeMC8WeIFopceRWVaO3R9OPzrDQpJ5/2uJrwr7Q3/FvHaF4bF0RSHw6z+32gzNjmJnVYSlxYHq0PnKkhDhI2P8Tog2o8ywIrqcV9WnQUH0XgNaoCdCNEznJBP/OCaVPw1x8cK6Kp5eW8WWRgStROtTgDSDSuUHqpTX/PnA/lSrKoOkQhgo8UVYUxZmnSfEOk+YdZ4wBWUhdnkTfx0r3kozWkYDKqJLEF2IFmFRFX7Zx8lFvZL4aLufd7f4+HC7n/JGrLBWFdZ5Z4uPd7b4sJng+K7RSumn5NmlgMoRpjKksb4seo2xwBNirSf6frKlMnJYS2e3dZ5AhxviEu2M7kxpWDurjfDo45q5N0KIlqQqCkPTrQxNt/KHwS4CEZ3v9gSj1dIL/Xy/N9Sk9+hAhOqCV/8k+tluYraNsZkmemkKXTQde8IfjWhNuq5TGtAo9mlNmkrotqp0SVKlwIMQos0ITTkTy8dvxuR51OJCLIveJ3TC2Qm/T6WkCMe9N6Lu3m64X7fZ8V93B5GjRiT8vptC6z0I71//i/3Z+zBtWJ2QYyq6jv3FfxOoKid0xi/hMN4XshwmLu+fzOX9kwlE9P3XI0Ks3RdmjSfEWk+IzRURLtz9Nc+ufQKLbjzu921Kb84YPIN9ltoF1CrDOm9s8vHGpmgo/dT9ofTjJZQuRJvW4a7SfbozyPpy49B4oilASpyBPSFE89H6D8N7z/8wL1mIZf5sTDs219le0XXM332O+bvPCQ84mtBpF2M/aiQ9U8z0TIn/MlkZ0qqD6StLQgmrhF0a0Phou5+PtkeX2jErMCTdwhSXjxkf3k7yrg2Gt9NNZvxX/a3VZ2geaSpCGhvKwtX/v0uLg+yoar2AnNOs0NVpqv7KdZrIcZpIbsYT7uQOd7Yg2gLjILqcV9VHd7nrbRORILpog1wWlWuPcnHtUS72+iOU+LXoV0Cj1K9RGqj5c6TWz4maHHiksahUh8EPfjcd8vPBcHiyRaGxr7KKopBiUSRULkSCnDJ/b4tds4obQHWmoFvtcZd+1U1m9PSsZuyZEOJQZlXhtO4OTuvuIBDR+bwwwHtbfczb5mNfoOHnQYEIzN/mZ/42PxYVJmXbmJbv4LRudtLtpmZ8BCKR9gU01u1fIWOtJ7R/xYxwq16rEkLUwdmwFenCIyaBw9nMnRFCtCabSWF8Fxvju9j42/AUyoIaX+8O7A+mB1hX1rTPgmVBnblb/czdCuBAXV5KrtNE92RTtEK7y0y+y1T9vZNNrXtVZtEqAhGdbZVhtlRE2FIR/b61IsyWyuj3ikZMRjViM0H35OhzoPv+58WB50h3lwmXrJwkhGhJFivBcy/H/sSdsbvefZHQuJNBSdzrklK4Fcd9N6KW7jHcrztT8P35brReAxN2n4mgd83H9/dZEPBBKNiIG+rYXn8Ky+fzDHfb3nwGpbKc4EVXgXr4v2ebSeGoThaO6nRIJfuP3iL5s0fj3u7jtMGcd9T1eE11T6GrDOu8vsnH65t8uCwK47rYGOA20z/NQn+3mb6pFhwSTheiTZBoWTNKkaXDhWg9ZjPhcScRHnsippVLsM6bjWndj/XfbM1yzGuWE+nWi9DUiwmPmgwm45fKZItKP7dKP7eF47tGT450XWdjee3Q8po4KyY0lDXsZ8yKj7hm+/ukB0oN27S1GZrthS+sU1hd5T5co/p99GuHN0J5C4bbbCbISaodMu/qNNf6OdWqyEVC0SF4DCb1SEX0BjCb0Z0pKFXlcZtoPSWILtq2DLuJjEaEocJatCrQgXB66f7wekmtnyO1fm7N8HqyWYmGwA8EwmuFwk21fk5t4mdKl1Uh2SznDEKI+PrEm3StKOgZnVEKtxru1jO6gCqBVSFai82kcFKenZPy7Dykufl6d4B3t/h5f5uP4kasAhrS4JOdAT7ZGeD6b2B8FxvTuts5vbuDLknyN97adF2nyKftXx0jGjpf5wmxrizcqP9nIUTr052uBrULTzy1mXsihGhrUq0qU7s5mNrNAUBhVYQvdgX4rNDPF7sCTV4ZS9NhW2WEbZURvtwdG1pzWRS6HRJSPzrDyrB0C2YpNNBsdF2n2KdFQ+b7w+UHQudbKyIUeiNNqnbeUIEIFJSFKSgLA4GY/Rl2lQldLDx3XEYz9kIIIQ4KH3s8kQ9exbRtY63tavk+rB/OwX/qxQm5H3XzWhwP3IRSUWa4X3Nn4J9xH1puj4TcX7OwOaJfjRC47EZ0ZwrW+bMN91s/eh2lqpzAb2bEzUM1ma5jefdFbG8/F7dJ8dBJLBz3B7K2hxu1SnJFSOfD7X4+rFHYXlUgP9lE/zQLA9xm+rkPBtSleroQP7XHyAABAABJREFULUuC6M2ou5SQFaL1KQqRocfiG3os6obVWOe/iumHr1D0uj/Om7ZtxPT4HWhvPEXolAsJTTy1QSd3iqLQO9VC71QL0/tEK5h4AhrL9gSrw+nL9gSpCtd/OSE9WME1Oz/m6p0fkxGujNuu1OzkvMF/IbK9O6MDZYzKsjIy0yrVrGoo8kZYuifId8VB1pcdDJyXHGb1+sYwKZCddCBcboqpat7VaSLDLpUohADQdN1wuflUWTq+QfTUtLhBdN1qb9sXU4RoArOqkOUwkeVo+LlPSNPZF9CoakI1oUAgwK5du8jOzsZmszX4djaTQrpdxWaS93ohROsamm5hZJY17n4tPQs1ThBdy8pprm4JIRrJrCpMyrEzKcfOfcemsqQ4yHtbfby/1d+o6tiaDl/sCvDFrgAzvi1jdJaV07rbGZ5hpZ/b3KgJgqJxNF1nR1WkOnAe/R5mXVlIVv0R4gihO1PqbaNlZhPpN7QFeiOEaMtynCYu6p3ERb2T0HWdgrIwnxcGWLQrwFe7AobXy5uiIqSzel+Y1ftqF9FKsSpM6GJjUraNyTk2+qSaZbyqkbxhja01KppvqQiztUbo3Bdpu+d3e/0aP5XKCjtCiBakqgQvuBLH/X+J2WX5YA7KuFMO+y5Ma5Zjf+hWFL/PcL/WuSu+GfejZ2Yf9n21OYpC8MIr0ZNTsL32hGETy1cfoXgr8V/1D7A2fKyrTpqG9ZVZWBe8GbdJ6LgzSLrkev6mmvjrKJ0fS0K8vdnH21t8bKts/HuRpsOmigibKiLM33Zwu6pAD5eJ/m4LA9wW+qdFQ+p9UswSUK9HIKKzYf9KfGs9YTwGK9l3VMlmhT6pZgakWeibasYpq8rUIknpZvSLPkmt3QUhRA1a70H4r7sdZdc2rB/Mwfz1xyjhUJ23UfcWYfvff7C+8zyhE84meMLZ4HI36n7dNpUTcu2ckButmh7WdFbvC/Hd/mD6kuIgW2ucUHX37eH6HfO5fNcikrS6l9gptLo5dcjNrE7Og91Bvq5R3aBPqplRWVaOdivkhhU6R3TqXtTmyBDRdH72hFlaHKgO/zdmFuXhsqgwLN3CqCwbwzMsdEuOVjTv7FAxSTUJIRqkMqSjGVyTlYroDaOnuCFeeCy/b+JntgvRDln2h9dpXBEJAPz+MCaPTp7LhN0uf09CiJaXZlPId5lp7PVyi6owMtPKn4a46lxtQU/vEnefBNGFaJtMqsLYLjbGdrHxr1E6P+wN8d4WH+9t9bG5EddEdODb4iDfFh+8vpRuU+nnNu//stAvNfo9O0km0zdUWNPZUnEgZB4dyCvwRCtSehtQrCKRHCaFXqlmGjGHs03Lc8p1AtG26c7ketuEJpwKqjyXhRAHKYoSPe9yW/jdwGTCms6KkhCLCgMsKvSztDhIovNA5UGdedv8zNvmByAnSWVSjp3JOdFwuqyaE51EuMu7v6r5/pD5gYrmWyrCFHWglWsGDx7M9u3bDfeNGzeOefPmVf+8YMECZs+ezapVqygqKiIUCpGbm8vo0aO5/vrr6d27d0t1u90oLCzknXfeYcGCBaxfv56ioiLS0tIYPXo0f/zjHxkxomErpH/55ZecccYZcffPmjWL6dOnJ6rbQjRa5KiRhAcOx/zzD7W2KwE/SfNegfHTmnxs0/dfYn/snygh4zxQpFtv/Dfei57aqcn30R6ETrsY3enC9vyDKHrs+5T5h6+xP3AT/uvvBIfz8O4sHMb2zD1YvlkQt0nwjF8SPPdy2H89SVEUhmVYGZZhZeaIFJbvDfH2Fh/vbPGxvQmh9Jo0HTaWR9hYHqk+v4FoQL2ny0x/t7m6inp/t4XeqeYOV0gqGNHZUB5m7b4QazwHg+ebysO04flzbYYCdKtRjb//gWr8bjNJ5o75Gb/DjZp3dih4w837QalLksoFvZL43YDDfJEWQjQLPbsbgd/MIHjOb7B8/AaWhe+h+KrqvI1SWY71nRewzH+V0MSphE65oMkzI82qwtB0K0PTrVwxILpttzdCwcq1ZH0yh2EbvsJscBJ4qA32zpwy9Ga2OLIM968vC7O+LMzLADhgeSlZDjVahTupdiXuA19dkkztbuk9T0Dj+701Ks4XB6lswUG8TLvKqCwro7OsjMqyMizdKjMohThM8WbVplrlb6shtJROxDvbjfQa0KJ9EUIIIUTTZSep9E21xARAm3slJS3d+DMmgC5BdCHaPEVROCbTyjGZ0UG8n/aFeW+Lj7lbfaz1hOs/wCFKAhrfFAX5pqh2sYQUi0LfGq9NvVPNJDXyekgwGCRYqZAePjKKJxyoGFVQFh24K9hf6XxDeTjhYbH6pFiV6kkD1d/dZvKSTXVORhJCJJjNgW4yo0SMX391RSE8/uQW7pQQor0xqwojMq2MyLRy41AXVSGNb4uD0YrphQFWltZddKspCr0aszd4mb3BC0B/t7m6Wvq4LjZSjtCiMeVBrTpgvqUizLYDFc73VzaXgqAHpaSkcNVVV8Vs79atW62fP/74Y7777jtGjBjBCSecgMViYd26dcyePZvXX3+d1157jUmTJrVUt9uFJ598koceeogePXpw3HHHkZGRwcaNG5k3bx7z5s3j6aef5pxzzmnw8caNG8f48eNjtg8ePDiR3Rai8RSF4AW/wzzz9zG77F/MxzrwWMjLa/RhzV9+gO2Z+wyD1wCRvoPxXX8XOF2NPnZ7FJ58OrrThf3xOwwLdZrXrsBx95/w/fleSHE37U6CAeyzbsO84pu4TQIXX03olAvi7lcUheGZVoZnWvnniBR+2ButlP7OFl+jVv6rj6bDhvIwG8rDvF8joG5SoFdKNKDe26WQHjIx1hVmUKaOtQ0F1D0BjXWeELu8GjqNy0WFtOhjX+cJsXZfmI3lYVq4PsIRRYfo6jeVET6qMT9PASZnW3j7lPjjLEcqxePxyFNKiGbm9/vZvn07eXl52O1HwrDKEcZbieWzuVg+fgPVU9Kgm+iqSnjUcYSmXoTWvU/T71vXMa1ZjmX+bMyrvmvwzb5J6cP5g66nyOZu+n0bMCnQxVE7nH7g60BoPdOhtviAVSCiU1gVYUdVhJ37v7ZUhPl+T5A1nnAjT6+aTgEGppkZnWWrDp/nu0xSAUyIBFtVGmLCu8Ux2/8zzs0lfWWiX32sLz2M9ZO3Dff5rp1JZOTklu1Qgsl5lWht8hwUQjSXh1ZWkG6PVh7um2rBbWudgX3z1x9jf/Iuw32+P95BZHjs4KVon+Q9reNZ5zlQKd3PqmYILDXVgQpCBybd9E2NVhHq6za3yZWxqkIa68vC0bB5jdD55oqWrxiVsf99o3/1781MX7eFLg6pWC9EW5H0h7NRy/cZ7gsPGoH/L/e3cI9Ec5FzK9FaSvwRFm2v5IftpZSbXWz3wZaKMNsrI81ybmJSYFCahZ4pZvJdJvJdB793dZqwtOGCV2FN3z/GGGFrZZitFWG2HAibV0QoCbSdpHknm0q+y0T35OjvNy/ZjKWRp8aaDoXeg5Xbt1aG2eU1fox9Usx8d27nBh33QIB51apV9bb1+/2Gr4mff/45Z555JkcffTSfffZZg+63o3jvvffo1KlTTHj8m2++4cwzz8TpdLJu3TpsNludxzlQEf2mm27illtuac4uC3FYbI/ehmVJ7OvAvoEjifzx9kadV1k+fA3b7Efj7g8PPRb/NTPB1vHO1Uyrl2F/+G8oAb/hfi07D9+M+9HTG/ZeUM1bieOhv2Ja96Phbl1RCfxmBuGJpza2y9F+6Trf7wnxzhYfS4sDrPWEqQi13MUX84GAelr02ssAt4X+aWZ6pZib9ZynLBgNnK/1hFmzL/p97f4Aumj7GnNedSTpcBXRhRAiRlIyodMuJnTSuZgXf4J1/mzUXcbLiR2gaBqWbz/F8u2nhI8aSWjqhWhdezTqbtX1q7DOm41p87oG36a4a3/eOOosnkoaxh5PhEQnsCM67PRG2OmNwB7jNlYVsg9UVE8+tKp6tDpfY4cIA1o0aH4gZF4zcL6zKsIef8udTJmUg4+v5le/VDPHZFqP2CoPQjTVHm+ERP+FbqkwrhLllr+/BtFT0uLu03oNbMGeCCGEEKIxrh/SNqrwaHUMNkhFdCHat35uCzOGWZgxLIUtFeH9oXQfy/a0bii9ZgWhj3cEau3LTlJjwuk9XGZaYjE6DdheGQ2cr/OEKfCEWFsWPuzloZsi12mib2qNFTLcZvqlmulkb97VX4UQCeBMhnhB9AlNC2MIIURN6XYTp+XZGEKYvLzk6sBeWNPZURWpFbY+WO07QmkTQ9cRHVaWhgwrsZsU6OqsHU7PT45+75JkoiUKimpAkfdg2HxLjce/vTLSZip/WlTonmyme43fU/f9v7furuabkOkL62yrrBnAj/5bb8Bq3U0RL0A6adIk3G43mzZtapb7bc+mTZtmuH3s2LFMmDCBhQsX8vPPP3P00Ue3cM+EaB7Bcy/HvOwLlEjtz9ppP39H2doVKPkNKwxp+eRtrHP/F3d/aMwJBK64GcwdMyoZGTQC300P4njgZpSq8pj96q7tOO64Fv91d6CnZTTsoH4f9kdvw7R1veFu3WzBf9U/iIyY0OR+q4rCyCwrI7Os0WPq0UllB4LZB76va6aAeliHdWVh1pWFeZeDIX6LCr1ToteqDoTU+7vNjc4zaMCOyghrPKHo49kXvQa109vy156EOFwd89VVCCGMWKyEJ04lPP4UTCu+iYbEN6yu92bmn77D/FPDq5k3RXjosQRP+wVJfQdziaJwCdHl4X7YG2RJcZClxUG+Kw5S3gIz/4LawcFBipr97hLObVXomWI2rPbe1Wmms0PF3IarNQjR1kz9YC/ryxu/vHtTtMVKeG2RntrJcLvmzkDv1PGWgBJCCCFE4+gZ8YPoWqYE0YU4UuS7zFw32MV1g13sqIwuR/zeFh+Li4IttvJcQ+zyauzyBlhUGKi/cTunAPkuUzRovj903t9toY/bjKux5S+FEG2G7kwx3p6UTPgYWWlGCNF8zKqyPxBuZpLB/rKgxg97giwqDLBoV4CVJaHDPg+M6LCtMsK2yghf7DrMgx0Bshwq3fcH8bvXCOd3TzaRk2TC1ArjkQ6zsn9io+WwjhMMBnn55ZfZvXs3LpeL4cOHM2LEiAbffunSpXg8HsaMGXNY/ehoLJbo/5vJ1PAJqZs2beLRRx/F7/eTk5PDxIkTycmR6zui7dA75xKafAbWT9+J2Zf675sTch/BE88h+ItrQe3Yn621XgPx3fow9vtmoHr2xuxXS/eQNPPKhNyXbnfg/+OdRAYOT8jxDlAUhdxkM7nJZk7IPTjZSdejE/BqBdT3RQPqlc0wCy2kwRpPmDWeMGxJ+OHbFFWh0cVIj0Q6tPhKiO2NBNGFEOJQqkpk+Hh8R4+rrlpuXrG4xbuhm0yEjz0hWm09t2fM/hSryuQcO5NzoidXmq6z1hNmafGBcHqAjeUyS26A28yoLCujsqyMzrLSK8UsSxML0U6lWuVvtyH0FLfhdq3XgJbtiBBCCCHaJd2dga6oKIdUQ9Pc6R1y2VohOoLcZDO/H5jM7wcm11r6t7WrgB+pzAr0TjXvr3Buqa5y3jvFjKMlSr0LIVqU7jRe9SZ87PFgtbVwb4QQ4qBUq8pxXe0c1zX6Oa/UH+HL3UEWFfr5vDDApgo5/6uP3RStan6ginnNSvDdkk0kH8GTCYuKirjmmmtqbRs+fDjPPPMMPXrEriK+cOFClixZQjAYZOPGjXz00Uekp6dz1113tVSX273t27ezaNEiunTpwqBBgxp8u9dff53XX3+9+mez2czvfvc7br/99kYF2oVoTqEzL8Hy9Ucofl/Cjx0469eEzroUJCMCgJbbA9/f/ovjvhtRi3Y2y33oySn4/nwvWs/+zXJ8I4qikJdsJi/ZzIk1AuragYD6vmhAfU2NCuretrJMShuRZFb2r0hoZkCapbrKe16yCVX+ftB1nd0+jbX7aj+P1nhClAfluQQSRBdCiPgUBa3vEPx9h6Du2Izlg1cxL/4kZkmgRNNtdkKTzyB08vno6Q2vXKsqCgPTLAxMs/Drfk4A9vojfL2jiu+2l1BlcbHbr7CzKsLOqgglTVxyry1zmhVGZB4MnY/ItOK2HbkXeYToaOTvuWH0lDTD7REJogshhBCiIcxm9LQMlNLiWpv1LKmWJURHkGpVGZVlY1RW7XBkVUhj/f6liA8E1Qs8YTZVhNFkrMWQ3QR9UqODdv3clurBvB4pZiyyGp8QHUa8IHpo4qkt3BMhhKhbJ7uJM/MdnJnvAGBrRZjPdwX4vDDA57sC7PUfeeOKDZGTpNJ9fxXz/EPC5lkOtUMGs6ZPn86YMWMYOHAgTqeTDRs2MGvWLObMmcO0adP45ptvcLlqv/8tXLiQRx55pPrnnj178uyzzzJs2LAW7n37FAqFuPLKKwkEAsycObNBAfKMjAxmzpzJySefTLdu3fB6vSxdupTbbruNRx99FEVRuPPOO+s9jt/vT8RDEKJutiQ44Vyc7/8voYetvPAq/FPOhMCRv8pao7jS8N94P6n/+Rvm7RsTeuhIWgblf7yLSHY3aCOvH1lmyMqEiZkWwAI49gfUNdaVRQ5+lYdZXxbBd4TPxXOYoE+Kib6ppuiKfKkm+qWayHMandeECQbCrdLPtihNhTHpMCbdzIHY9YGAes3nUked5KB4PJ6O+ciFaEF+v5/t27eTl5eH3S7Vw9ozpaQYy8dvYFk0N+GzMTWXm9BJ5xI6/iyIc3G6KeI9/3xhncKqCDuqIhR6I/sD6mF27t+2sypCWRuetaUq0C3ZxKj9wfNRWVYGplkwy0CeEC1q5JtFrC9v/g8f2Ukqqy/o0iEv6jZaMIDz+vNQqiqqN+mKgu+OZwxX2Ghv5LxKtDZ5DgpxZCgsLOSdd95hwYIFrF+/nqKiItLS0hg9ejR//OMfG7yc9JdffskZZ5wRd/+sWbOYPn16orrdYmzP3Ivli/m1tgXO+Q2hMy9ppR6J5iDvaSIRAhGdDWVhCr0R9EZeRvIFgqzYUcJe1cWGSp21nhD7Am33WlQ8LotCP7eZvvtD533dZvq7LeQ5TZjkOpUQHZ550fvYn7u/1rZI9z74bntSqjIeYeTcSrSm5n7+abrOz/vCLCr0s7Q4yOaKCFsqwlSE2t+526GcZoXuLhPdk830SDGRn3wwbJ6XLCvWNMaVV17JnDlzuOOOO7j22msN21RWVrJu3TruvfdeFi1axCOPPML555/fwj1tXzRN48orr+T111/n0ksv5eGHHz6s4xUVFTFu3Dg8Hg9r1qwhMzOzzvZbtmwhFAod1n0K0RBqwM/AR2/FUmN8s6l0RWXrtMvYN/jYBPTsyGXye+k5578kb9+QkOP5O3Vmw/Q/EUpNT8jxWoOmQ2FAYVOVyiavwmavyiavymafQkBrvXOCThadnkna/i+d7g6NptTwS7PoZNt1THJ606wsFgv5+fmt3Y0WJxXRhRCiEfT0LIIXX01w2q+wLHwXy8dvopbvO6xjalk5BE+9kPD4U1p0KU6HWaFXqpleqfHfCipDWnUF9QPh9EO/qpppJlemXaWr01T9lVvj312dJrKTTBI6F6KDMClw58hUCaE3lNVG4PzfYXvpoepVPEInnXdEhNCFEEKIRHnyySd56KGH6NGjB8cddxwZGRls3LiRefPmMW/ePJ5++mnOOeecBh9v3LhxjB8/Pmb74MGDE9ntFhOcehGm1d+jlhQBEMntQWjKtFbulRCiLbKZFAZ1sjCok6XRt/X7YaAeJi8vGbvdjq7r7PVr0WrrZQerrq/zhNjta/0KnJ1s6v7q5tEK5/1So9+zk1QU+bwqhIgjPPo4Il9/hKlgFRBdETVwxc0SQhdCtCuqonBUJwtH1Tjn03WdfQGNLRURtlaG2bI/nH7g+46qCJE2kFNXFejqNBlWNM93mUi3yblcolx22WXMmTOHJUuWxA2iJycnc8wxx/Dyyy8zefJkrr/++urrMiKWpmlcc801vP7661xwwQX8+9//Puxjdu7cmalTp/Liiy+ybNkyTj217lVaunTpctj3KURDVf3+76T+528ooWCTj6HZk6i4/CaSh4wmOYF9O1L5/3I/lmfuxbbim8M6TqhHf6qunkmXFHdiOtaKsoNBcouKOH9gZ6xWKwARTWd7rQrqYQrKI6wvj+BPYAX1dJtSXaH8QLXyvqnR8xUh2joJogshRFM4XYTO+CWhk8/H9PP3qIXbaHTZJ5MJLa8XkQHDQK1/+azWkGxR6edW6ec2HkzUdZ2yoF4rpF4RavzAoApkOg4GznOcJmwyBU+IduEPRznZ14yrJ7gsKpOybXVOmhGxwsedgdZnEOr2zWhZ2Wi9BrZ2l4QQQog2Zfjw4bz//vsx4fFvvvmGM888kxtuuIHTTjsNm61hk4XHjx/PLbfc0hxdbRV6dje8dz6HeeW36KqJyNFjwdz4kKkQQjSGoihkOkxkOkxMyK79+usJaNXh9H2Blgulp1hU+u4Pn2fY2+b1OyFEG+dw4rvpQUyrv0epKCN89NiErogqhBCtRVEUOtlNdLKbGJ5pjdkf0nR2Vh0Mp5cFW+4czmVRq8PmuU4TVhlzbBHp6dEKuF6vt962ZrOZCRMm8NNPP7F8+XJOPPHE5u5eu6NpGldffTWvvvoq5513Ho899hiqmpggYmP+r2SVD9GihozCe+/LaMu/oXzHNtxuN2Zzw8eIdaeLyNBjMaVlIJ/gG8huJ3T9nWg//4C6bQNojXy/VhS0zl2JDBuDzXRkjedbrdZar4H9k6D/IYtIRDSdrZUR1uwLsbki3KRJeMkWhb6pFgakybUn0b4dWa8AQgjR0qw2IsPGEhk2trV70ioURcFtU3Db1FpVEIQQHccl/WQueVul5faUKuhCCCFEHNOmGVf3Hjt2LBMmTGDhwoX8/PPPHH300S3cszbEkUR49JTW7oUQQgDgtqmMyrIxKqvlVhMUQoiEMVuIDD22tXshhBAtyqIq1RXIRcewbNkyALp169ag9rt37wbAYpEx5kPVDKGfc845PPHEE5hMiQsnNvb/SoiWpHfKJDDuZIq3b8eWlyeTIVqCohAZdAyRQce0dk/aHZOq0DPFTM8UOd8RQur2CyGEEEIIIYQQQgix34EB0MYM8G3atIlHH32UBx98kFdffZXCwsLm6p4QQgghhBBCCCFEqygoKDCsol1QUMDMmTMBOO+886q3L1++3PA4n376Ke+//z6pqamMHDmyWfraXmmaxjXXXMOrr77KWWedxZNPPlnnNaqSkhIKCgooKSmptX3FihWG7R977DG+/PJLevXqxfDhwxPZdSGEEEJ0YDIdQwghhBBCCCGEEEIIYPv27SxatIguXbowaNCgBt/u9ddf5/XXX6/+2Ww287vf/Y7bb7+9wYF2v9/f6P4KcTiCwWCt70K0NHkOikSQ6nhCCCGEEC3nzTff5NFHH2Xs2LHk5eWRlJTEhg0bWLBgAaFQiBtuuIFx48ZVtz/uuOMYOHAggwYNIicnB6/Xy08//cTixYuxWCw88sgjOJ3OVnxEbc8999zD7NmzSU5Opnfv3tx3330xbU477TSGDBkCwJNPPsk999zDTTfdxC233FLd5le/+hUWi4Wjjz66+nf/3XffsXLlSlJTU+sNuAshhBBCNIYE0YUQQgghhBBCCCFEhxcKhbjyyisJBALMnDmzQYNxGRkZzJw5k5NPPplu3brh9XpZunQpt912G48++iiKonDnnXc26P53795NKBQ63IchRKMVFRW1dhdEByfPQdFUFouF/Pz81u6GEEIIIUSHMWHCBAoKCli5ciWLFy/G6/WSnp7OiSeeyBVXXMGUKVNqtf/HP/7Bl19+yddff83evXtRVZXc3Fx+/etfc9VVV9GvX79WeiRt17Zt2wCorKzk/vvvN2zTrVu36iB6PJdffjmffvop33zzDaWlpaiqSl5eHldddRXXXnstXbt2TXjfhRBCCNFxKR6PR2/tTghxpPP7/ezevZsuXbpIhRbR4uT5J4QQ4kgi72uitclzUIgjk6ZpXHnllbz++utceumlPPzww4d1vKKiIsaNG4fH42HNmjVkZmbWexupiC5aWjgcZu/evWRkZGA2S70S0fLkOSgSQc7JhRBthVwvEK1Jnn9CCCGOJPK+JlqTPP+EaBoJogshhBBCCCGEEEKIDkvTNK655hpmz57NBRdcwOOPP46qqod93Ouuu44XX3yR2bNnc+qppyagp0IIIYQQQgghhBBCCCGEEEK0LVJmRAghhBBCCCGEEEJ0SJqmcfXVV/Pqq69y3nnn8dhjjyUkhA6Qnp4OgNfrTcjxhBBCCCGEEEIIIYQQQgghhGhrEjOyJoQQQgghhBBCCCFEO1IzhH7OOefwxBNPYDKZEnb8ZcuWAdCtW7eEHVMIIYQQQgghhBBCCCGEEEKItkSC6EIIIYQQQgghhBCiQ9E0jWuuuYZXX32Vs846iyeffLLOEHpJSQkFBQWUlJTU2r5ixQrD9o899hhffvklvXr1Yvjw4YnsuhBCCCGEEEIIIYQQQgghhBBthrm1OyCEEEIIIYQQQgghREu65557mD17NsnJyfTu3Zv77rsvps1pp53GkCFDAHjyySe55557uOmmm7jllluq2/zqV7/CYrFw9NFHk5OTg9fr5bvvvmPlypWkpqbWG3AXQgghhBBCCCGEEEIIIYQQoj2TILoQQgghhBBCCCGE6FC2bdsGQGVlJffff79hm27dulUH0eO5/PLL+fTTT/nmm28oLS1FVVXy8vK46qqruPbaa+natWvC+y6EEEIIIYQQQgghhBBCCCFEW6F4PB69tTshhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQov1QW7sDQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIdoXCaILIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEaBQJogshhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYRoFAmiCyGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhGgUCaILIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEaBQJogshhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYRoFAmiCyGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhGgUCaILIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEaBQJogshhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYRoFAmiCyGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhGgUCaILIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEaBQJogshhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYRoFAmiCyGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhGgUCaILIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEaBQJogshhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYRoFAmiCyGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhGgUCaILIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEaBQJogshhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYRoFAmiCyGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhGgUCaILIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEaBQJogshhBBCCCGEEEIIIYQQQvw/e/cdHkW1vwH83ZqeLCQQWiChKr0TIBRBkSaCIAoISBFFBAFFfiIWFAWUokJAUTAg1UvPpQSkgwnSu4QWCBBC2mbTt83vj9ysLDO76dmEvJ/nuc8lZ87MnIUIJ2fe+R4iIiIiIiIiIiIiyhcG0YmIiIiIiIiIiIiIiIiIiIiIiIiIiIgoXxhEJyIiIiIiIiIiIiIiIiIiIiIiIiIiIqJ8YRCdiIiIiIiIiIiIiIiIiIiIiIiIiIiIiPKFQXQiIiIiIiIiIiIiIiIiIiIiIiIiIiIiyhcG0YmIiIiIiIiIiIiIiIiIiIiIiIiIiIgoXxhEJyIiIiIiIiIiIiIiIiIiIiIiIiIiIqJ8YRCdiIiIiIiIiIiIiIiIiIiIiIiIiIiIiPKFQXQiytWcOXOg0Wig0WgcPZQSM378eGg0GjRp0sTRQyEiIiIiIiIiIgc7evSoZX3s6NGjjh4OERERERVCkyZNoNFoMH78eEcPhYiIiKjUKo95MSIqGAbRiUqZxx9qaTQavP7667me8/g//JGRkSUwSiIiIqLy4fG52Zw5c+z21Wq16Natm6X/8OHDodfrS2ikRERERGXbk2tiVapUQXJycp7ObdWqldW5K1euLObREhEREQGCIGDfvn348MMP0bFjR9SrVw+VKlVCrVq10LZtW4wbNw6bNm1CRkaGo4dKRERE9NQxm82oVasWNBoN2rVrl2v/Dh06WNaOvv76a7t9r1+/buk7bty4ohoyEdFTi0F0olJuz549OH36tKOHQURERER2JCQk4KWXXsKZM2cAAIMGDcJvv/0GtVrt4JERERERlU2ZmZnYvn17rv1OnDiBmzdvlsCIiIiIiP514sQJdOnSBa+++ip+/fVXXL58GXFxcTAYDEhOTkZkZCT++OMPjB07Fg0bNsSSJUtgNpsdPeynWp8+faDRaNCnTx9HD6VI5LU4BhERUXkll8sRGBgIALh27RoSEhJs9k1KSsLVq1ctX//11192r/348Q4dOhRypERETz8G0YnKgNmzZzt6CERERERkQ2xsLPr27YuLFy8CAIYNG4bly5dDqVQ6eGREREREZZOzszMAYMOGDbn2zenj4uJSrGPq1KkTtFottFotOnXqVKz3IiIiotJtw4YNeOmll3DhwgUAQIsWLfD5559jy5YtOHToEP773/9i6dKlGDhwIFxdXZGUlISZM2dCp9M5eOSU4+LFi9BqtVi2bJmjh0JERESF0LFjR8uvjx8/brPfX3/9BUEQoFAoAACnT5+2u6vx49d6/B7lzccff2xZDyMisodBdKJSzNvbGwBw8OBBuxMmIiIiInKMBw8eoE+fPpYqCqNHj8aSJUsgl/NHLSIiIqKC6t27NwAgPDwcd+/etdkvKysLW7dutTqHiIiIqDgdPXoUEyZMgF6vh6urK3799VccPHgQU6ZMQbdu3dC8eXMEBQVh6NChWLFiBc6dO4fRo0c7ethERERET6XHQ+L2qpyHh4cDAF544QW4u7sjMzMTp0+fzrV/5cqVUa9evSIaLRHR04vpCKJS7K233oKrqysA4Ouvv3bwaIiIiIjocXfv3kXv3r1x48YNAMD48eOxcOFCyGQyB4+MiIiIqGzr2LEjatSoAUEQsHHjRpv9du/eDa1WCycnJ/Tv37/kBkhERETlUkZGBt566y2YTCbI5XKsX78egwYNsntO5cqVsXDhQqxatQoqlaqERkpERERUPjRr1gzu7u4A7AfRc4516tQJrVu3ttv/3r17iI6OBgB06NChKIdLRPTUYhCdqBSrXLkyxo0bByB7AnTgwIFCXS8sLAxjxoxBkyZNUKVKFdSsWRNBQUH44osvEBsbm+fr6HQ6zJ07Fx06dECNGjVQs2ZNvPjii1i9ejXMZrPN8/r06QONRoM+ffoAAG7duoWPPvoIrVu3RvXq1aHRaCzbGALAw4cP8euvv2LEiBFo2bIlqlWrhsqVK+PZZ5/FkCFDsGXLFrv3A7IrYy1fvhwvvfQS6tatCx8fH9SsWROtWrXCyy+/jIULF+LatWt5/uyPi4iIQK1ataDRaNCoUSOr66SlpWHLli2YOHEigoKCULNmTfj4+KBOnTro3bs3Fi9ejNTU1ALdl4iIiBzv9u3b6N27N6KiogAAU6dOxZw5c2z2P3nyJGbPno0+ffqgfv36qFSpEvz8/NCuXTtMnToV//zzj937jR8/HhqNBk2aNAEAJCcnY+7cuWjfvj2qV6+OmjVr4oUXXkBISAhMJpPdax07dgzjxo1D8+bNUbVqVVSpUgWNGzdG165dMW3aNOzevRuCIIjOK+1zMyIiInp6yGQyvPbaawBgN4i+fv16AMCLL74IjUZj95pRUVFYvHgxXnvtNcvaWM48aNSoUfjzzz/tnn/06FFoNBpoNBocPXpUdLwo52sAoNfrsXLlSrzyyito0KABKlWqhNq1a6N379746aefkJmZmes1iIiIqGitWbMGDx8+BACMGTMGXbp0yfO5L7/8Mtzc3ETt9+7dw8yZM9GhQwfUrFkTVapUQdOmTfHOO+/gxIkTdq/ZpEkTaDQajB8/HgBw48YNTJkyBU2bNoWvry/q1KmDwYMH4/DhwzavcefOHcscZ+3atQCAw4cPY+jQoXjmmWdQuXJlNGrUCO+++y5u3bqVp896+fJlfPjhh2jXrh38/PxQtWpVtGjRAu+9957Vc0B77t+/j6+++grdu3dH7dq14ePjA39/f7zwwgv44osvcPnyZUvfnHlYzu7Sx48ft3ymnP/lzNFs/d4VxThy5NzT3lrh4+O2NbYc8+bNE32e3MZNRERUXiiVSrRp0wYAcOnSJeh0OlGf1NRUyxykQ4cOCAwMBGA7iJ4zp8jpDwCdO3eGRqOx3MuerKwsBAQEQKPR4PXXX5fsk5SUhDlz5qBr166oVasWfH190ahRI4wcORJ79+61e32p7NWUKVPQrFkzVKlSBU2aNMF7770n2mXwypUrePfdd9GsWTPL/aZOnYq4uDib95ozZ45l/iGlKOajj1u/fj169+6NWrVqoXr16ujQoQPmzZtn+XPN6zyLiEqe0tEDICL73n//faxcuRI6nQ5ff/01unXrlu9rJCcnY/To0di/f79Ve2ZmJi5duoRLly5hxYoVWLFiBXr06GH3Wnfu3MGAAQNEi00nTpzAiRMnsHXrVqxbtw4uLi52r7N792689dZbNsPYJpMJDRs2lAwzxcTEICYmBrt378bvv/+O33//3fKG4+NiY2MxYMAAXLlyxapdp9NBp9Ph5s2bOHz4MC5duoSVK1faHe+TwsLC8OabbyIjIwP16tXDli1b4OfnZzk+ePBgq8lpjoSEBPz111/466+/8Ouvv+I///kP6tevn697ExERkWNdv34d/fr1Q0xMDADg448/xvTp0232X7t2LSZMmCBqNxgMuHbtGq5du4ZVq1Zh3rx5GDt2bJ7uP2jQINy5c8eq/eTJkzh58iQOHTqE3377TbIy+8yZM7FkyRJR+71793Dv3j2cO3cOv/zyCx4+fAhnZ2fL8dI+NyMiIqKnz+uvv44FCxbgxo0bOHXqlKVaVY64uDjLWpeth3o5oqKi0Lx5c8ljOfOgrVu3YvDgwVi6dCmUysItmxdmvgZkPxgcNmwYbt++bdWemJhoWVdasWIFNm7ciNq1axdqrERERJR3OUFtmUxWJEHg//znP5g4caLoBbO7d+/i7t272LBhA8aNG4e5c+dCLrdfX+6///0v3n77baSlpVnasrKysHfvXuzduxfffvutpfiVPV9++SUWLlxo1Xb//n2sW7cOoaGh2Lx5M9q2bSt5riAImDVrFn788UfRGtLt27dx+/ZtrF27Fh9//DE++ugjm2P4+eef8dlnnyErK8uqXavVWuZTmzdvxsWLF3P9PIVRWsZBRERE9nXs2BEHDx6E2WxGRESEKPf0999/w2g0wt3dHU2bNrWEmv/++2+YTCYoFAqr/o8H1Dt27AgAGDlyJD744ANcv34dERERljC7lJ07dyIpKQkAMHz4cNHxI0eOYMSIEdBqtVbt9+/fx/3797F9+3b069cPy5cvt3pWJ+XQoUMYPnw4UlJSLG3R0dFYs2YNwsLCsHPnTtSvXx+bNm3Cu+++C71eb3W/lStXYt++fdi7dy+qVq1q9165Kcx81GAwYOTIkdi1a5dV+5UrV3DlyhX88ccf2Lp1a6HGR0TFi0F0olKuQoUKGD9+PObNm4fTp09j165d6N27d57P1+v16N+/P86ePQuZTIb+/fujV69e8Pf3B5D9AGzp0qW4f/8+hg8fjrCwMJsP5gBg1KhRiIqKwogRIzBgwABUqFAB//zzD5YsWYJLly7h4MGDmDBhgt3w0L179/DWW29BrVbjs88+Q/v27aFWq3HhwgVUqFABACxVODt37owXXngBDRs2hLe3N1JTUxEVFYXVq1fj77//xsGDB/Hhhx/ip59+Et3no48+sgSdBg0ahJdeegnVqlWDSqXCo0ePcP78eYSFhdl86GfLxo0bMWHCBBiNRjRv3hybNm2Cj4+PVZ+csFbv3r0t1UYFQUB0dDT++9//YuvWrbhz5w6GDRuGo0eP5jp5JCIiotLhypUr6N+/Px49egQg++HcpEmT7J5jMpmg0WjQu3dvdOjQAXXq1IGrqysePnyI8+fP4+eff0ZCQgKmTZuGevXq2a2mlZGRgddffx3x8fGYMmUKnnvuOXh6euLatWv47rvvcOPGDWzbtg3dunXDiBEjrM4NCwuzhNAbNmyIUaNGoUGDBtBoNEhJSUFkZCSOHDmCsLAw0X1L89yMiIiInk716tVDq1atcPr0aWzcuFEURP/Pf/4Do9EIHx8fvPDCC4iIiLB5LbPZDLVajW7duuG5557DM888A41GA61Wixs3buDXX3/F1atX8ccff8Df3x8zZswo8LgLM18DskPzvXr1QnJyMtzc3DBq1Ci0bdsWfn5+0Ol0OHDgAJYvX24Jux88eBBeXl4FHi8RERHljU6nswSO69atW+iXwf7880+MGzcOgiDAxcUF48ePx/PPPw8nJyecPXsW33//Pe7du2cJIH355Zc2r3XlyhVs3boVPj4+mDlzJlq1agWFQoHjx49j/vz50Ol0+OSTT9C1a1e7xZFWr16NEydOIDAwEKNHj0a9evWQlpaG7du349dff0VKSgrGjRuHkydPQqVSic6fPn06li9fDgBo3bo1hg8fjoCAAHh6euKff/7Br7/+ilOnTuGbb75BhQoV8NZbb4mu8cMPP+Dzzz8HAHh4eGDUqFHo0qULfHx8kJqaikuXLiEsLAw3b960nPPpp59i4sSJmDBhAs6ePYsWLVogODjY6rpqtdr+H0gRjKOobN26FXq93lKBdcyYMRgzZoxVn9x2AyIiIipPcv7NBLJD5E8G0XOC5W3atIFCoUCbNm2gVCqRkpKCCxcuoEWLFlb9w8PDAWTntRo2bAgg+7nWp59+ivT0dKxZs8ZuEH3NmjUAgMqVK+PFF1+0Onbp0iW8+uqryMrKgkKhwKhRo/DSSy/B09MTV65cQXBwMK5cuYIdO3ZALpcjJCTE5n0ePnyIN998E15eXvj000/RqlUr6PV67NixAz/99BPi4uIwadIkfPPNN3jnnXdQp04dTJgwAY0bN0ZaWhrWrFmDjRs3Ijo6Gp988kmhikQVdj76f//3f5YQev369TFx4kQ0btwYOp0O//3vf7Fy5UqMHj26wOMjouLHIDpRGTBhwgQsX74cSUlJ+Oabb9CrV688B3S+/fZbnD17Fu7u7ti8eTPatWtndbxt27YYOnQoevbsiWvXruHjjz/G7t27bV7vzJkzWLZsGYYMGWJpa968OV555RW88sorOHbsGLZs2YLhw4fjueeek7zGnTt34Ovri71796JWrVqW9latWll+rVAocOrUKcmFvKCgILzxxhv45ptv8O2332Ljxo2YNm0a6tSpY+mTmZlpmaRMmDABX3/9teg6PXr0wLRp05CYmGjz8z5p2bJlmDFjBgRBQKdOnbBu3Tp4eHiI+gUHB1uNJ0fr1q0xYMAADB8+HK+88gquX7+OP/74Q/LBIxEREZUuly5dwq+//oqEhATIZDLMmzcvT5Wknn/+eQwaNAiurq5W7c2aNcOLL76It99+G71798bly5cxd+5cu0H0+Ph46PV6hIWFoXHjxpb25s2b4/nnn0e7du0QHx+PX375RTS/2LJlCwDAz88Pe/fuFVUt79ixI0aNGgWtVgsnJyerY6V1bkZERERPt9dffx2nT5/G5s2b8c0331gFnjZs2AAAeOWVVySDUI/z9fXFhQsXUKVKFdGxLl26YPTo0ZgwYQLWrVuH4OBgTJgwocDh7sLM1wBg/PjxSE5OxrPPPott27bB19dXNN7+/fujT58+uHXrFhYvXoyZM2cWaKxERESUd1euXIHJZAIAuwWd8sJgMOD999+3hNB37NiBNm3aWI63atUKr7zyCnr27InIyEgsWbIEgwYNQtOmTSWvd/78eTRp0gShoaFWAeVWrVqhZcuW6Nu3LwwGA3777TfMmTPH5rhOnDiBYcOGYfHixVYV2IOCguDj44M5c+YgKioKe/fuRZ8+fazOPXTokCWEPm/ePLz99ttWx5s3b45XX30Vb7/9NjZt2oQvv/wSr776qtV4L126ZAnc+/v7Y9u2bZbCWjk6duyIt99+G/fu3bO0VatWDdWqVbOsvbm6ulpCYwVR0HEUlbp161p97ePjU6jPQ0RE9LRr1aoVnJ2dkZmZaVXNPEdOW/v27QFkzxWaNWuG06dP4/jx41ZB9Pj4eERGRlr652SzvLy80L9/f6xbtw7btm3DvHnz4ObmJrrXvXv3cOjQIQDZ61pP7ro3efJkZGVlQSaTYdWqVejbt6/lWIsWLTBw4EAMGDAA4eHh2LZtm91ipTdv3kSdOnUQFhZmVTyzffv2UCqVWLx4MSIiIjB48GC0atUKW7dutXpW2alTJ2RlZWHbtm3YsWMH4uPjRUU486ow89Hz589bQvDNmzfHzp07rX5vu3TpgqCgIIwcObJAYyOikmF/Dy8iKhU8PT0tlTYvXbqEbdu25em81NRUy6LPRx99JAqh56hQoQK++uorANlv9tl7e79Hjx5WIfQcarUaS5YssWxZk3NfWz7//HOrEPqTZDJZrtUkpk+fDm9vbwiCINqeJSkpCQaDAcC/W+XYUrFiRbvHc8yePRsff/wxBEHASy+9hE2bNkmG0AFIhtAf17VrV/Tq1QtA9rY8REREVPrt3LkTCQkJAIC5c+fmKYQOwOpBmBQvLy9L1c3w8PBcg9gff/yxVagph7e3N9544w0A2XPG5ORkq+M5VdybNWsmCqE/TqPRiF56LI1zMyIiInr6DRw4ECqVComJidi7d6+l/erVq7hw4QIASK5TPcnNzU0yhJ5DJpPh66+/hkKhQFpamuWBYUEVdL4WHh5uqboVHBwsCqHnaNGiBcaOHQsAWLt2baHGSkRERHnz+HpNpUqVCnWtnTt34v79+wCAiRMnWoXQc1SsWBHff/89gOzdXX799Ve71wwODpaskh0UFGTZWeb48eN2r+Hr64sFCxZYhdBzjB8/3vLyn9R1Fi1aBCD7OeKTIfQcCoUC8+fPh5OTE1JSUrB9+3ar4z/++KMl7P/LL7+Iwt+Pq1Gjht3PUhilZRxERESUN05OTmjZsiUA4OzZs8jIyLAcy8rKwpkzZwD8G0R//NdPBtcfn+c8XmkdgKWgQGpqKrZu3So5lnXr1sFsNgOAZQ0ox5kzZ3Dq1CkAwGuvvWYVQs/h7OyMZcuWWQLsuWWv5s2bJxkef3w3lYSEBPz444+SzypzqowbjUb8/fffdu+Vm4LOR1etWmXZmfn777+XDPi//PLLkr9fRFR6MIhOVEa8/fbbqFy5MgBgzpw5lgUQe44fPw6dTgcg+x9lex6fQNmbXAwbNszmMX9/fwQFBQEAjh49aplcPUmtVmPAgAF2x/Mks9mMmJgYXL9+HVeuXMGVK1dw7do1VKtWDUD2w7vHVaxY0bLN3saNG2E0GvN1vyfvPXXqVMyfPx9A9uQyJCREVCnUnvj4eNy8edMy9itXrlgmg5cvXy7w2IiIiKjkPB7O3rNnD7Kysgp0nbS0NNy5cwdXr161zAser+KZs82zrTEMHjzY5vGcqg2CIODOnTtWx3LCV3/99Rdu375doLHncOTcjIiIiMqPihUr4oUXXgCQPYfIsX79egBAgwYNRNsn54XBYMD9+/dx7do1y1wmJibG8kLck3OZ/CjMfC3nZT4/Pz/LA1RbctbyYmJiEB0dXeDxEhERUd6kpqZafm2v4EBeHDx40PJrezvmdujQAfXr1xed86SGDRvarJYO/Dv/iIqKsjuufv36wdnZWfKYp6enpVL3k9fR6XQ4duwYgNyfR2o0Gjz77LMArJ9Hms1my4uHbdu2lQznl4TSMg4iIiLKn5wiSAaDwWqOcfr0aWRmZkKlUlnC0AAQGBgIAIiIiLCEoAHrYHpO/unxcxo0aAAAWLNmjWgMgiBg3bp1lr4587gceZ0D+vv7o2vXrgCyixbYeh7p5eWF7t2727xGTmHNRo0aWcb9pCZNmlh+ndtc0Z7CzEdzCkI0aNDA7s5Dr7/+eoHHR0TFT5l7FyIqDVxdXTFlyhR8/PHHiIyMxMaNGzF06FC755w9e9by62bNmuX5XjnVMqW0atXK7rmtWrXC4cOHkZqaiqioKMnKmXXq1IGLi0uu4xAEAX/88Qd+//13nD592uqtxSc9WTnUyckJAwcOxPr167F9+3acPn0a/fv3R1BQEAIDAyXfwpNiMpkwZswYy9uM77//PmbNmpWncyMiIvDzzz/j0KFDSEpKstkvp7IqERERlW5jx47FsWPHcPXqVRw8eBAjRozAmjVrrELktiQkJCA4OBg7duzAzZs3rRa1nmSvIrq3tze8vb1tHn98jvP4A1Igu1ro+vXrkZiYiPbt26NXr17o1q0bAgMDUa9evVw/Q2mYmxEREVH58/rrr2PXrl0ICwuDVquFh4cH/vOf/wDIrh6VVwaDASEhIdi4cSMuXLgAvV5vs29uO9TYU5j5Ws5aXnR0dL7mR48ePYKfn1++xklERET58/jucunp6YW61tWrVwEAVatWzbWiduvWrREZGYno6GikpKRI7tT7ZMjpSTnziifnHk+yFVDK7ToXLlywFNCaMGECJkyYYPc6OR5/Hnn37l1otVoA1tVKS1ppGQcRERHlT8eOHfHdd98ByA6Td+nSBQAsO8+1aNHCKqeU8+98YmIirl69ioYNG1r19/T0tApp5xgxYgQ++eQTRERE4MaNG5YX9YDsgp05Qesnq6ED/84B5XJ5rgUIWrdujT///BNZWVm4ceMGGjVqJOpTp04d0Q7Hj/Py8kJKSorVGKX65MhtrmhPQeejmZmZuHXrFoDcc20FKUZBRCWHFdGJypDRo0ejevXqAIBvv/0WBoPBbv/4+PgC3cfeAlpu2w0+ftzWQ7u8PEjLzMzE4MGD8fbbb+PYsWN2g04AJI9/++23lq1Z7t27hyVLluD1119HQEAAgoKC8O233+b6e/TgwQNLCP25557Lcwh9zpw56NmzJ7Zu3Wo3hG5r7ERERFT6VKxYEdu2bbMs2ISFhWH06NG5Vvc+d+4c2rRpg4ULF+LGjRt2Q+iA/blBbi/zPb518pM76HTu3BmLFi2Cm5sbMjMzsXXrVsv2z/Xr18e7776LEydOSF63tMzNiIiIqPzp2bMnKlSogKysLGzduhWHDh1CTEwM5HK53crjj0tKSsILL7yAadOm4dSpU3ZD6EDh1moKM18rjrU8IiIiKho5O6cAQFxcXKGulfPcKGfnXHt8fX1F5z0pr/MPWzsZ5/c6xTGHefwaj3/mklZaxkFERET506ZNG0vhqMermuf8+skXzLy9vS3h6Zw+Op3Oskteu3btoFAoRPcZMmQInJycAIiroud87e7ujgEDBojOzZnLeXh42NyFJkdRzAFzQur2+tlbp8qPgs5Hk5OTLb/ObW6cl7kzETkOK6ITlSFOTk748MMPMWXKFERFRWHNmjUYNWqUzf6PTxL27dsHNze3PN3HXtjc3tt0efX4RMaW+fPnY9++fQCy31x866230KxZM1SuXBkuLi6Wa/Tq1Qvh4eGSgS4PDw+sWbMG586dw9atW3Hs2DGcP38eRqMRly5dwqVLl7BkyRIsX74cPXv2lBxH5cqVUbt2bURERODgwYNYuHAhpk6danfshw8fxrx58wBkb3czceJEBAYGokaNGnBzc4NSmf1X79dff215I5OIiIjKBl9fX+zYsQO9e/dGVFQUQkND8c4772D58uWScxy9Xo8333wTiYmJUKlUGDduHHr37o26detCo9FYFquioqIs283lFlQvjFGjRqFfv37YvHkzDh48iIiICCQlJeHRo0dYt24d1q1bh+HDh+OHH36w+jylZW5GRERE5Y9arcYrr7yCFStWYMOGDahZsyaA7O2Rc6sgmmP69Ok4d+4cAKBPnz5444030KhRI1SqVAnOzs6W9a7GjRvj3r17xTofsydnLa9+/foICQnJ83m1atUqphERERFRjoYNG0KhUMBkMlnmFYVVFM/cSoPHn0fOmzcPnTp1ytN5rq6uxTUkIiIiKmfc3NzQvHlznDx5EqdOnYLBYIBcLsfff/8NQHqnk/bt2yMyMhJ//fUXxo4di4iICEtQukOHDpL3qVixIvr06YMtW7Zgw4YN+PTTT6FQKKDT6RAaGgoAGDBggN181tMyByQiehyD6ERlzBtvvIEffvgBUVFRmD9/PoYOHWqz7+PbAHt7e6N27dqFvv+jR4/sPuR7vArE49Uh8kMQBPz+++8Asid+oaGhNsPrOdvj2dO8eXNLsCstLQ3h4eH4448/sGnTJuh0OowePRpnz56VrGzg5OSETZs2YdCgQYiIiMCXX34JmUyGKVOm2LzfqlWrAGRXfv/zzz9tvpWXl7ETERFR6VOtWjVLGP3evXvYtGkTVCoVli5dKlo8OnLkiGUbvgULFmDEiBGS18xtB5Wi5O3tjXHjxmHcuHEQBAFXrlzBrl278Msvv+DRo0f4/fff0ahRI7zzzjsAStfcjIiIiMqn119/HStWrMCJEycswa/XX389T+fqdDrLbneDBw/G8uXLbfZ19FqNt7c3rl+/jtTUVMuW0ERERFQ6eHp6okmTJjh37hxu3LiBmzdvok6dOgW6VoUKFQDkrbJ6bGys6LzS5vHnkS4uLgWaxzx+jcc/c0krinHIZDIIgpBrBXruakNERFS0OnTogJMnTyIjIwNnzpyBWq1GSkoKZDIZAgMDRf0DAwOxatUqhIeHA7CupN6xY0eb9xk5ciS2bNmChw8fYu/evejVqxc2b95s2WFv+PDhkuflzOV0Oh0yMzPtVkUvC3PAouDl5WX5dW677HBXZaLSLfeyxERUqqhUKnz00UcAgPv372PlypU2+zZp0sTy65yJU2GdPn3a7vEzZ84AyH7bsKDVmJKSkiyTqv79+9sMOqWmpuL69ev5urabmxuef/55LF++HDNnzgSQvdATFhZm8xx3d3f85z//Qbt27QAAs2bNwvfff2+z/z///AMA6NSpk92tYc6ePZuvsRMREVHpUbNmTYSGhqJq1aoAgPXr12PKlCmi6plXr161/FpqG74cjpoXyGQyNGrUCNOmTcPevXstFdq3bdtm6VPa5mZERERU/rRp0wZ169YFAGRlZcHNzQ39+vXL07m3bt2CwWAAYH8+FhkZidTU1MIPthBy1vIePHiAO3fuOHQsREREJDZs2DAA2S/t//TTTwW+zrPPPgsAiImJwf379+32zXku5+fnBw8PjwLfszg1btzYUpyhoM8ja9WqBY1GA8A6BJYfRVFdtCjGkfPnlNtLjvldRyMiIiL7Hq9i/tdff1n+LX/22Wct/74/LqdKekxMDG7dumWZx7i6uqJFixY279O5c2f4+/sDANasWWP1/w0aNEDbtm0lz8uZA5rN5lyfC+bMAZ2cnCxrYk8jZ2dnBAQEAADOnz9vty8zVkSlG4PoRGXQa6+9hvr16wMAFi1aZHmr7kldunSxbPeyfPlyq63xCmrdunU2j925cwdHjx4FkB3CVigUBbqH0Wi0/NpeNYDVq1db9c2vLl26WH6dkJBgt6+Hhwc2bdpkmTB+8cUX+PHHHyX75ozJ3tjPnz+PU6dO5XfIREREVIoEBARg+/btqFSpEgAgJCQE06dPt+rz+PzL1tzAbDZbdlRxJH9/f8vC2eNzo9I4NyMiIqLyZ+jQoXBycoKTkxNefvlluLu75+m8vM5l7BV7KCl9+vSx/Hrp0qUOHAkRERFJeeONN1ClShUAwIoVK3D48OE8n7t9+3akpaUBAJ577jlLe05oSUpERASuXbsmOqe08fHxsRRz2r59Ox48eJDva8jlcvTo0QMAcPLkSZw8eTLf18ipKqrX6/N9blGOI6dQl72w1KVLl3DlyhW71ymKz0NERFSeBAYGWoopPR5Efzyg/jh/f39Uq1YNALB//37Lv91t2rSBSqWyeR+ZTGbZAXnv3r04cuSIJTj+xhtv2Dwvr3PAO3fu4ODBgwCyw/I5RaSeVjnPB69du2bZCVHKhg0bSmhERFQQDKITlUEKhQL/93//BwB49OiRzXC4RqPBuHHjAGQHn6dOnWo3HJScnIyff/7Z7r3DwsLwxx9/iNr1ej0mTZpkCVu99dZbefosUnx8fCzbr2zatAlZWVmiPmfOnME333xj8xpRUVE4duyY3fscOHDA8uu8VG/38PDA5s2bLWH0zz77DIsXLxb1q127NoDsBcJbt26JjsfHx+Odd97J9X5ERERU+tWvXx/bt29HxYoVAWS//PfZZ59ZjufMCwDbL/TNmjUr17f8i8KWLVvshq+ioqIsc5fH50aldW5GRERE5cvUqVMRGxuL2NjYfIW0a9eubamOuX79etEONgCwe/du/PLLL0U21oLq2rUr2rRpAyB7Xrl27Vq7/aOiovCf//ynJIZGREREAFxcXLB8+XIoFAqYzWYMGTIEW7ZssXtOfHw8PvzwQ4wcOdKyS0ufPn1QvXp1AMCPP/4oGbjRarWYPHkygOyw09ixY4v0sxS1adOmAch+8W/48OF2iwyYTCZs3LhRVA1+0qRJliJXb731lt0dYu7duydq8/X1BZA9R5Ka8+VVYcfRsWNHAMCpU6dw/Phx0XGtVosJEybkOo6cz3P79u08jZuIiKi88/LyQuPGjQEAJ06cQEREBIB/K59LCQwMBAAEBwdbXv6yFVx/3LBhw6BUKmEwGCz5KJVKhddff93mOS1btkSrVq0AZK9R7d27V9QnKysLEyZMsGS7cjJfT7M333zTsnY3ZcoUy8ubj9u+fTv++9//lvTQiCgflI4eABEVzIABA7BgwQJcvnwZ8fHxNvt9/PHHOH78OP7++2+sWrUKJ06cwIgRI9C8eXO4u7tDp9MhMjISx44dw549e+Ds7Iy3337b5vVatmyJd955B3/99RcGDBgALy8vREZGYvHixbh48SIA4OWXX0b37t0L/NnkcjkGDx6MX375BZcvX0bPnj0xYcIE1KlTBzqdDnv37sWKFSvg5uaGKlWq4MaNG6JrREdH46WXXkL9+vXRp08ftGjRAtWrV4dcLkdMTAx27txpCYPVqFEDL774Yp7GllMZfeDAgTh58iQ+/fRTyGQyvPfee5Y+Q4YMwZ49e5CWloY+ffpg8uTJaN68OQDg77//RnBwMGJjY9G2bVv8/fffBf59IiIiotKhYcOG2Lp1K/r164fk5GT8+OOPUKvVmDlzJrp3745KlSohLi4Os2fPxt27d9G3b194e3vj1q1bWLVqFQ4fPozAwEDLglhx+fzzzzF58mT06tULHTt2RN26deHu7o6kpCScOXMGy5cvtzwQHT16tOW80jw3IyIiIspNxYoV0aNHD4SFheHPP//EgAEDMHr0aNSsWRNxcXHYsWMH1q1bB39/fyQnJ9tdZysJv/zyC7p3746EhARMmDABmzdvxqBBg1C/fn0olUokJibi0qVL2LdvH44fP46+ffvi1VdfdeiYiYiIypPOnTtjyZIleP/995Geno7Ro0djyZIlePnll9G0aVNUqFABaWlpiI6OxoEDB7Br1y6kpqZaXUOlUuGHH37Aq6++anmWNH78eHTv3h1OTk44e/Ysvv/+e0RHRwMAJk6ciKZNmzri4+ZZ9+7d8d5772HJkiU4ffo02rZti1GjRqFjx47w9vZGRkYG7ty5g7///huhoaGIjY3FX3/9ZQnkA0Djxo3xySef4Msvv0RUVBSCgoIwatQoPPfcc/D29kZqaiquXr2K3bt348aNG6IAf7t27bB27VrExcVhxowZeO211+Dp6QkAUCqVqFmzZp4+S2HHMWrUKKxYsQIGgwFDhgzBtGnT0LFjR5hMJpw+fRpLly5FXFwcmjVrZrc4Rbt27XDnzh3s3r0bv/32G9q1a2epku7h4WHZpZGIiIj+1aFDB1y4cAE6nc7SllsQfcuWLYiKirK05bxUZo+vry969OiBXbt2ITY2FgDw4osv5vrv8w8//IDu3bsjKysLQ4cOxZgxY9CnTx94enri6tWrWLx4sWXXlP79+6N37965jqWsa968OUaOHImQkBCcPXsWzz33HCZNmoTGjRsjJSUFoaGhWLFiBVq1amWpPJ8TXCei0oNBdKIySiaTYcaMGRg2bJjdfmq1Glu2bMGkSZOwZcsW/PPPP5gxY4bN/rlNilauXIn+/fsjJCQEISEhouOdO3fGsmXL8vQZ7Jk5cyYiIiJw8eJFnD17VlTpoUKFCli9ejW++eYbybBTjsjISERGRto8XqNGDaxfvx5ubm55Hpunpyc2b96MV155BadOncLMmTMhk8ks1QtefvllDBs2DGvXrkVMTAymT59udb5CocA333wDrVbLIDoREdFTolmzZti8eTMGDBiAlJQUzJ8/Hy4uLvjggw/w008/YdiwYcjMzMRvv/2G3377zercoKAgfPfdd3YXwoqKTqfDxo0bsXHjRsnjCoUCn332mWhhqzTPzYiIiIhyk1PM4d69ezh06BAOHTpkdbxGjRpYu3ZtqQh0+/v7Y9++fRgxYgQuXbqEAwcOWO0c8yQPD48SHB0REREB2QWJAgIC8NFHH+HChQs4c+YMzpw5Y7O/t7c3pk+fbglFA8Dzzz+P5cuXY+LEiUhLS8P8+fMxf/580blvvfUWvvjii+L4GEVu9uzZqFixIubOnYuEhASbnwnIfn6ZE6p+3NSpU6FSqfDll18iJSUFP/74I3788UdRPz8/P1HbK6+8goULFyIqKgrLli2zel7p5+dnKaiVF4UZR4MGDTB79mxMnz4dOp0On376qdVxV1dXLF++HLt27bIbRH/vvfewfft2ZGVlYcqUKVbHhgwZUiTPY4mIiJ42HTp0wE8//WT5ulatWqhWrZrN/k8+m3NyckLr1q3zdK+RI0di165dlq/feOONXM9p3Lgx/vjjD4wcORJarRY///wzfv75Z1G/fv36WX2Op923336LmJgYhIWFITIy0qoYKJD95/jrr7+iRYsWACA5jyQix2IQnagM69OnD1q2bGl3cQsA3N3dsXLlSowfPx7r1q3DX3/9hZiYGKSlpcHd3R01a9ZE8+bN8fzzz6Nnz552r+Xv749Dhw4hODgY//3vf3H37l3I5XI8++yzGDp0KEaMGAG5XF7oz+bl5YWwsDAEBwdj69atuHXrFpRKJapXr44ePXrgnXfesaqS8KQOHTpg586dOHDgAE6ePIn79+8jLi4O6enp0Gg0aNiwIXr27ImRI0cWKOjk6emJLVu2WMLon3zyCWQyGd59910A2dv2dO7cGSEhIbh06RL0ej0qV66MDh06YNy4cWjVqhXmzJlT4N8fIiIiKn1at26NP/74A4MGDUJaWhq++uorqNVqTJw4EQcPHsSiRYtw9OhRxMfHw8vLCw0aNMDgwYMxfPhwS4Wr4hQaGoqwsDCEh4fj+vXriIuLQ2JiIlxcXFCzZk107NgRo0ePxjPPPCM6t7TPzYiIiIjsqVGjBo4cOYLvv/8eu3btQnR0NJycnFCzZk1LBVKNRuPoYVrUrl0bR44cwY4dO7B9+3acPn0acXFxMBqN0Gg0qFOnDtq0aYNevXrlabtoIiIiKnqBgYE4fPgw9u3bh7CwMERERCA2NhZarRaurq6oWrUqmjdvjhdffBF9+vSBk5OT6Bqvvvoq2rdvj59++gkHDhxAdHS01fOk0aNHo127dg74dAU3depUvPrqqwgJCcGhQ4dw+/Zt6HQ6ODs7o0qVKmjUqBG6du2Kfv36wdvbW/IaEydOxEsvvYQVK1bg4MGDuHv3LtLT0+Hh4YF69eqhU6dOeO2110Tnubu7Y+/evVi4cCEOHjyI6OhopKenF/izFHQcAPD222/jmWeeQXBwME6dOoXU1FRUrlwZzz33HCZOnIj69etbBdekNG3aFHv37sXixYsRERGBuLg4ZGVlFfjzEBERlQcdO3aETCaDIAgAsuds9jRq1Aienp6WCuotW7bMc8j5+eefh7e3NxISElC1alW88MILeTqvS5cuOHPmDH766Sfs3bsXt27dQmZmJnx8fNC6dWu88cYb6NGjR56u9bRQq9XYsGED1q1bhzVr1uDy5cswGo3w8/ND3759MXHiRKv+j7/gSUSlg0yr1QqOHgQRERERERERERERERERERERERERUWl37949NG3aFGazGVOnTsVnn33m6CE91cLDw9GrVy8AwLZt29C1a1fHDoiIrBS+bDERERERERERERERERERERERERERUTmwdu1amM1myGQyvPHGG44ezlNv8+bNAAClUonmzZs7djBEJMIgOhERERERERERERERERERERERERFRLlJTU7FixQoAQNeuXVG7dm0Hj6hsS0pKglartXl8//79+O233wAAPXv2hEajKZmBEVGeKR09ACIiIiIiIiIiIiIiIiIiIiIiIiKi0iguLg4pKSl4+PAhvvvuOzx69AgAMHXqVAePrOz7559/MHjwYLz88svo2rUrAgICoFAoEB0djV27duGPP/6AyWSCs7MzPvvsM0cPl4gkMIhOREREREREREREREREREVu48aNCA8Px7lz53DlyhXo9XoEBwdj2LBhVv0MBgN27dqF3bt348yZM7h//z5kMhkaNGiAoUOH4s0334RCoXDQpyAiIiIiovLus88+w/r1663aXn/9dXTq1MlBI3q6pKSkYM2aNVizZo3kcQ8PD6xcuRL169cv4ZERUV4wiE5ERERERERERERERERERW727NmIjo6Gt7c3fH19ER0dLdnv9u3bGDlyJNzd3dG5c2f06tULOp0Oe/bswQcffIC9e/diw4YNkMlkJfwJiIiIiIiIAHd3d3h7e0OtVsPPzw8DBw7EqFGjHD2sp0LTpk2xcuVKHDlyBFevXkViYiJ0Oh3c3NxQq1YtdO7cGcOHD4ePj4+jh0pENsi0Wq3g6EEQERERERERERERERER0dPl0KFDqF27NmrWrIlFixZh1qxZkhXRHzx4gF27dmHIkCFwc3OztKelpaFv3744e/YsQkJC0L9//xL+BEREREREREREZI/c0QMgIiIiIiIiIiIiIiIioqdP165dUbNmzVz7VatWDWPHjrUKoQOAm5sbJkyYAAA4fvx4sYyRiIiIiIiIiIgKjkF0IiIiIiIiIiIiIiIiIiqVVCoVAEChUDh4JERERERERERE9CQG0YmIiIiIiIiIiIiIiIioVFqzZg0AoFu3bg4eCRERERERERERPUnp6AEQlQeZmZl4+PAhqlSpAmdnZ0cPh8oZfv8RlV4bN25EeHg4zp07hytXrkCv1yM4OBjDhg2z6mcwGLBr1y7s3r0bZ86cwf379yGTydCgQQMMHToUb775Zr4qQjVp0gTR0dGSxzp27IidO3cW6nMRFSf+u0aOxu9BIiJ6WvDfNHI0fg8SUV6EhIRg37596Ny5M3r06JGnczIzM4t5VERiRqMR8fHx8PHxgVLJR/BUsvj9R0WBc3IiKi24XkCOxO8/ooLhTyFEJcRgMDh6CFSO8fuPqHSaPXs2oqOj4e3tDV9fX5vh8Nu3b2PkyJFwd3dH586d0atXL+h0OuzZswcffPAB9u7diw0bNkAmk+X53p6enhg/fryovWbNmgX+PEQlhf+ukaPxe5CIiJ4W/DeNHI3fg0Rkz549ezBt2jT4+flh+fLleT7v4cOH/PuFHCYmJsbRQ6ByjN9/VFAqlQr+/v6OHgYRkQXn8+RI/P4jyj8G0YmIiIgcZPHixahduzZq1qyJRYsWYdasWZL93N3dMX/+fAwZMgRubm6W9tmzZ6Nv374ICwvD9u3b0b9//zzf28vLCx9//HFhPwIREREREREREVGR27t3L0aOHInKlSsjNDQUVapUyfO5+elLVFT0ej1iY2Ph6+sLtVrt6OFQOcPvPyIiIiIiciQG0YmIiIgcpGvXrnnqV61aNYwdO1bU7ubmhgkTJmDs2LE4fvx4voLoREREREREREREpVFYWBhGjBgBb29vhIaG5rtCK7dPJ0dSq9X8HiSH4fcfERERERE5AoPoRERERGWYSqUCACgUinydp9frsXbtWjx8+BAeHh5o2bIlWrduXRxDJCIiIiIiIiIiypOcEHqFChUQGhqK2rVrO3pIRERERERERERkB4PoRU2nBWQA3L0AmSxPp2QaBSTpzaiglsNZmbdziIiIiABgzZo1AIBu3brl67zY2FhMmDDBqq1ly5ZYsWIFAgIC8nydzMzMfN23uJnMAhL1ApzkgKda7ujhUDHQ6/VW/09U0vg9SEWB1cnoaRafaYLRDPg4y6GUc52LiIiI8m7fvn0YMWIENBoNQkNDUadOHUcPyaGMZgF3Ukyo6aGAivMqIiIiogIzGY1IStBCpVLBq6KXo4dDRET01ClTQXRBEBAaGorly5fj+vXr0Ol0qF69OoKCgjB58uR8b81XpMxmqNcuhurAdsjMZhibtkPmuI8BD43d0/bdy8T4o0mIzzSjuqsCPwZp0L06H0gTERFR7kJCQrBv3z507twZPXr0yPN5w4YNQ/v27dGwYUO4ubnhxo0bCA4OxsaNG9GvXz/89ddf8PDwyNO1Hj58CIPBUNCPUKTuZMjw8VUnXE+Xw1UhYHwtA16vZnT0sKiYxMbGOnoIVM7xe5AKSqVSOXb9gkovswmQ52+XG0czCwKuaY048UiP8NgsnHikR1SKCQDQUKPEr10romEFlYNHSURERI60evVqhIeHAwCuXLkCAPj9999x7NgxAED79u0xYsQIREZG4o033kBWVhaCgoKwadMm0bVq1qyJYcOG5XpP1dbfYGraDubaz+a5aFRpc/hBJkYdSkJilhmeahkmNHLH+409WNCKiIiIKJ/u346G8Ycv0CjpJtLlaoR3eB3t3hrt6GERERE9VcpUEH3mzJkIDg5GlSpV0KdPH3h4eODSpUtYtWoVNm/ejLCwMDRs2NAhY1OeOAj1n1v//frCCahD10I/dILNczKMAt46nAitXgAA3E834d2jSTgz0BduKlbwJCIiItv27NmDadOmwc/PD8uXL8/Xuf/3f/9n9XXTpk3x888/AwA2btyIVatW4b333svTtaq5qGGuUiVf9y8uUw/ocD09OxSfbpJh4S01+jaohGc1ZWrKS7nQ6/WIjY2Fr68v1Gq1o4dD5RC/B4mouKg2rYDh1bdKdVgqwyjgTLweJx7pceJ/wfOcda0nXdEa8UG4Frt7VyrhURIREUkLDQ3FihUrcP78eaSnp8PX1xdt2rTBrFmzUKNGDRgMBuzatQu7d+/GmTNncP/+fchkMjRo0ABDhw7Fm2++CYWibL00VhqEh4dj/fr1Vm0RERGIiIiwfD1ixAjExsYiKysLALB582bJa3Xs2DFPQXT1/m2QbVsFc8XKMLbuDGObLjDXbQTIy8aztyyTgNH/C6EDgE4vYM7ZFKy/kY657bzQ08/FwSMkIiIiKjuSfv0RgUk3AQCuZj26H1uNv5u1RMO2zR07MCIioqdImUnlxMbGYtmyZfDz88OxY8fg5fXvVinBwcH45JNPEBwcjODgYIeMT3l0t7jt5GG7QfQjMVmih3WxGWYcfJCFvrW4iERERETS9u7di5EjR6Jy5coIDQ1FlSIKgo8aNQobN27EiRMn8hxEd4vYB8PLI4vk/oWh05txLNa6MrsAYFu0CS2quDtmUFSs1Go1nJ25kxA5Dr8HiaioqY/sBNw8YOgzxNFDsYjLMCHikR4nYvU48SgL5xIMMJjzfn54rB7300yo7sbQHhEROY4gCJgyZQpCQkIQEBCAgQMHwt3dHTExMTh+/Diio6NRo0YN3L59GyNHjoS7uzs6d+6MXr16QafTYc+ePfjggw+wd+9ebNiwAbJS/NJYabRs2TIsW7Ys136dOnWCVqst0nvLEx9BvXcT1Hs3wazx/jeUXr9Jqd6JJiI2CwlZ4klXVIoJr/+ZiBf9nDGvnRf8PYrmMW9ipgl/3s9CbIYJPf2cUc+LO9oQERHR0yEzIwut758Wtace2A0wiE5ERFRkykwQ/e7duzCbzQgMDLQKoQNAz5498cknnyA+Pt4xgzMZobh5WdQs08bb3Vb5fppJsv10nJ5BdCIiIpIUFhaGESNGwNvbG6GhofD39y+ya3t7ewMA0tPT83yO8sRBGPoOAxSOnVYmZJohVYvzbIJBopWIiIiodHL642cIGm8YO/Zw6DiyTAImHk/CplsZMEsXPM+z68kGBtGJiMihfvrpJ4SEhGDs2LGYN2+eqKq50WgEALi7u2P+/PkYMmQI3NzcLMdnz56Nvn37IiwsDNu3b0f//v1LcvhUROTaBKj/3Ar1n1th9qwAU6tOMLbpAtMzzRy+rvWkmzrp54c5wqIzcehBJt5v4oEpTTzgosz/yxGCIOCvWD1WXUvD9jsZyPrfLT8/pcOvnSvgldquBRk6ERERUamS+CgePoL4BT/fe/9AEAS+ZEpERFREysYedADq1KkDtVqNiIgI6HQ6q2N79uwBAHTp0sURQ4P83m3IMjNE7TKzGTKd1uZ5D9KlF5JOxemLamhERET0FMkJoVeoUAGhoaGoXbt2kV7/1KlTAICaNWvm+Ry5LgmKiyeLdBwFkSRRJQoAziXoYRYKmZ4iIiIiKkFOK+ZBcfmUQ8fw7Tkd/rhZ+BA6AERqjYW/CBERUQFlZGRg3rx58Pf3x9y5c0UhdABQKrNDyNWqVcPYsWOtQugA4ObmhgkTsne/PX78ePEPmoqdXJcE1cEdcPn2A7hNegXqjT8DGXkvzFDcbupynz9lmYBvz6Wg3dZY7LyTASGP618JmSYsuZSCtlsfoc/uePxx698QOgCYBWDG38kwFMVEkIhKhOLi3/Bc8jlqr/8BLjvXQfbgjqOHRERUamjjEiTbn0m5i5uxOsljRERElH+l6xV/OypWrIjPP/8cM2fORNu2bdG7d294eHjg0qVLOHLkCMaOHYtx48blep3MzMwiH5vz5TM2j+kfPYDJ2U3y2D2ddOD8TLweaekZUMj55t3TQq/XW/0/UUni9x8VBWdnZ0cPodzbt28fRowYAY1Gg9DQUNSpU8duf4PBgNu3b0OlUiEgIMDSHhkZiRo1asDV1bqqUWRkJL744gsAwKBBg/I1NtXR3TA1b5+vc4pakl46iK7TC7itM6GOV5mZ9hIREVE5JzOZ4PzjZ8iY8QPMteo5ZAx7ootu/ex6HoJURERExeXAgQPQarUYNmwYTCYTdu3ahZs3b8LLywtdu3bN80v+KpUKACSD7FS2yVJ1UO9aD8Wlv5Hx0QLAQ+PoIeUpiJ7jbqoJww4k4oXqTpgXqEFtT/EamCAIOPZQj1WRadgRlQEby2gWDzPMOJ9gQOtK6vwOnYhKmOLqWTgv+D/IBDPUAHDzErBjNUzV/WFq0wXGNl1grh4AsOIvEZVT6QnSQXQFBESevYS6vTqW8IiIiIieTmUqkTNhwgRUq1YNkyZNwsqVKy3t7du3x6BBgyxVK+x5+PAhDAZDkY7L/6LtKlWJNyKhk0mH96KSnACIFy3TjMCRyPuo68ZqA0+b2NhYRw+ByjF+/1FBqVQq+Pv7O3oYT6XVq1cjPDwcAHDlyhUAwO+//45jx44ByJ7jjBgxApGRkXjjjTeQlZWFoKAgbNq0SXStmjVrYtiwYZavHzx4gLZt28LPzw8XL160tG/evBlLly5Fhw4d4OfnB1dXV9y4cQP79u2DwWDA1KlT0bFj/hZdFGePAzot4KnJ5+9A0dHaqIgOZL/kxyA6ERERlSWyzHQ4L5iOjE+DIVSqWuL3f5SRSzoJgFoOtPBRI7CyGu181WhXWY2g7Y8Qk2597vVkBtGJiMhxzp07ByA7QN6xY0fcuHHDckwul+Pdd9/F7Nmzc73OmjVrAADdunUrlnFS0coYNwOq8P1QnjsOWXpans5R3L0Jl7lTkTl9AQTPCsU8QvtuF+BFvn33s3B4aywmNfbA1GbucFXKEZ9pwvrr6QiJTMNNnfQuzbYci8liEJ2otBMEqDf+BJkg/vlNcT8KivtRUG9bBXNVPxhb/y+UXrMuQ+lEVK7obQTRASDzn0sAg+hERERFokwlcubNm4f58+djxowZGDx4MLy8vHDx4kXMmDEDffv2xerVq9G7d2+716hSpUrRDkoQ4Pngls3DlVVyePn5SR5LuqgFIL3w80Dlg+f8WH32aaHX6xEbGwtfX1+o1Vy4o5LF7z+i0is8PBzr16+3aouIiEBERITl6xEjRiA2NhZZWVkAsoPkUjp27GgVRLelU6dOiIyMxIULFxAeHo709HR4e3vjhRdewNixYwv0QFVmMkEVvg+GF1/N97lFJclOEP1sgh6v1nG1eZyIiIioNJInJ8JlwXSkz1wCuHuW2H0FQZCcW3mqZOhQxQmBldUI9FWjubcazkrrAENdTyVi0q1347rBIDoRETlQfHw8ACA4OBjNmjXDgQMHUL9+fVy4cAGTJ0/GkiVLEBAQgDFjxti8RkhICPbt24fOnTujR48eJTV0KgRz03bIatoOWQY9FFfOQHnyMJRnjkGWlmL3PMW9W3CeMwWZ/7cQglfFEhqtNZNZwO0U8fypp58z/NwUWHEtDWYbdaz0ZmD+hRRsuJmOlj4q7I7OhCH39wslHXuYhclNPQp2MhGVCPn1S1DcvpZ7v5hoqEPXQB26BubK1f4NpQc0YCidiJ56gjbR5jHfe//AYBagkvPvQiIiosIqM0H0Q4cOYc6cOXj33XcxZcoUS3v79u2xYcMGNG/eHDNnzsw1iO7sXLThbllcDBRa22/QqdN0kNm450M71aXOawWMKeKxkuOp1eoi/x4kyit+/xGVPsuWLcOyZcty7depUydotdp8XbtWrVqS5wQFBSEoKChf18oL5ZHdMPQY5LCFa7tB9Pii3Q2HiIiIqKTIY+7C5fsZyPhoAaB2KpF7phoFGCXCTW8964ZPW3nZPbe+RoWjD62D6PfSTEgzmOGmkhflMImIiPLEbM5eL1Cr1Vi7di2qVs3eaaRDhw4ICQlBUFAQlixZYjOIvmfPHkybNg1+fn5Yvnx5iY2biohKDVOzQJiaBSLL+AEUV8/+L5R+FLKUZMlTFA+i4DJnMjL+bxEEjXcJDzh77qSXWOZq4aPC9OaeeKO+K6aFJ+PvOL2402PXuJeWvwroTwqP1TOYRVTKqfZKF62xR/7oAdS71kO9az3MPr7/htJrPwvI+TMbET195ClJNo+10l7H6UdZCKzCDAUREVFhlZmfJvbt2wcgO4j1JF9fX9SrVw+3bt1CampqiY5Lcf2S3eNybbxke7rRjGS9jZIFAE7ZWUAiIiIiKm0U925BHhXpsPtr7cyrzicYYLJVKoqIiIiolDA2aCbZrrh+Cc4/zQbMhQsT5VVipvQLfhqn3JcR63pK17y4oWNVdCIicgxPz+xdRZo3b24Joedo2LAh/P39cfv2bcmX+ffu3YuRI0eicuXKCA0NLfodd6lkKZUwNWmDrNEfIu2Hzcj4aAHMlatJdpXH3IXLnMmQJcaV8CAhWQ0dAGp7ZM+zmnmrsaePD4KDNPBxLtxj3i5VnfBb1wqY1NhddCzNKOAcizsQlVqyhFgoTx8p1DXk8bFQ7/kDrl9NgOvUwVCvWQz5tQsl9rMnEVFJcLITRPcxpuLCldslOBoiIqKnV5kJouv12cHsnG0Un5SQkAC5XA6VSlWSw4Ii8qLd4zIb27w8TLe/F94/WiNSC7pfHhEREZEDKI/udti97VVETzcKuJbM8BMRERGVblljp8NUs67kMeXpo1CvWQwIxf9yna15VYU8BNHra6SD6Nc5FyMiIgepV68eAMDLS3pXj5z2zMxMq/awsDAMHz4c3t7eCA0Nhb+/f7GOk0qYQglTo1bI+Ph7mH1rSHaRP4yGy5z3IUt4VKJDu2njBb46j73wJ5fJMKyeG0694otxz7ohP0XLKznLMbmJO84M9MX2nj4YEOCK7tWld9459jArX2MnopKj+nMbZGbxz25ZzdrD2LIjhHxmJuRJ8VDv2wzXbybBdfKrUK/+HoqrZxlKJ6Iyzz3NdhAdANKv2i8+SkRERHlTZoLogYGBAIClS5ciOdl6u7yVK1fi/v37aNu2LZycSmab4hzy67kF0aWD8w/S7f/QZhaAs6w0QERERGWIKvxPQO+YB1T2gugAcDaeu80QERFRKefihswP5sHs4yt5WL1/G1S71hf7MLR6G0F0dcErojOITkREjpKzy25kpHgXN4PBgFu3bsHNzQ0+Pj6W9rCwMIwYMQIVKlRAaGgoateuXWLjpZIlVKycHUavWlPyuPzRg+wwevzDEhuTrSB6bYl5lsZJjm8DNTjcrzLa+6rtXve5ak5Y9VxFXB5cBV+09rK6XpvKaqgkpnoMohOVUlkZUB0KFTULMjnShryLzPe/Rtri7cgc/ymMrTtDUOcvPyFPToR6/za4zJ0C10kD4RSyAIrLpwAjf64jorJHk6m1e7zyvX+QbGMtjIiIiPKuzATR+/fvjw4dOuDq1ato3bo1Jk2ahE8//RT9+vXD1KlT4eLigq+//rpkB5WWAvn9KLtdZNoEyfaYtNzfHj4dx8AUERERlR2y9FQozxxzyL1tBaZy8AU/IiIiKgsEjTcyPvgWgpun5HGnP5ZDeXxvsY7B1gt+FZ1zX0b0c1fAWSFuv8EgOhEROUhAQAC6deuGW7duYfXq1VbHFi1ahOTkZPTp0wdKZXYod9++fRgxYgQ0Gg1CQ0NRp04dRwybSpBQwQcZ/7cIpmr+ksflcTHZYfS4mBIZz02d+PlhRSc5NHZ2p2lSUYVdvXzwU6cKqOzyb7/KLnJMbeqOswN9sfVFH7zs7wK1Qlw+3VUpR+tK4iB7RKweBnPx78hDRPmjPL4XsvRUUbv22VYwV6iU/YWLK4yB3ZE58UukLdmGjAlfwND2OQhOzvm6lzxFC9XBULh8+yHc3n8FTiu+heL8CcDI9XYiKv2yTAIqZSXb7dM2+TqO8+U7IiKiQpMuU1QKKRQKbN26FUuXLsXWrVuxadMm6PV6VK5cGYMHD8YHH3yABg0alOyYblyGLJctkWXJidlbVsmtn8LF5FIRHQBOMYhOREREZYzy6B4YA7uX+H21rIhORERETwmhWi1kTP4aLt9+AJlBPIdxWjEPgldFmBq3Lpb7J2VJr3VVsBN+yiGXyVDHU4nLSdbB80gG0YmIyIEWLFiAHj16YNKkSdi5cyfq1auHCxcu4MiRI/Dz88NXX30FILtq+htvvIGsrCwEBQVh06ZNomvVrFkTw4YNK+mPQMVM0Hgj8+NFcJ43FYp7t0XH5fGxcPnmfWT83yIIvtWLdSy3JSqi1/GUeNPvCTKZDK/XdcUrAS4Ij9XDTSVDM28VVHJx8FxKUBUnhMdazz3TjALOxuvRtnLJ7kZNRHaYzVDv3Sx56FHb7vCWOuDkAlPbrjC17YqsrEwoLp6E8tRhKM/+BVlmep5vLUvVQXVkF1RHdkFwdYOxRRCMbbrA1KgVkM+q60REJeFRUiqeNWXa7dMkLRohUVr0rulSQqMiIiJ6OpWZIDoAODk5YcqUKZgyZYqjhwIAUFy/lGsfmdkMmU4LQWP9Y19eguinGZgiIiKiMkZx+RRkCbEQvH1L9L62KnfmuJhogN4kSFZ9IiIiIiptzPWbIHP8p3Be/DlkgvU8R2YywXnxp8iY8SPMteoV+b1tzasqqPO2sWJ9L5UoiH5TZ4RZECCXcS5GREQlLyAgAAcPHsQ333yD/fv348CBA/D19cVbb72Fjz76CJUqZVePjY2NRVZWdjXEzZulQ34dO3ZkEP0pJXhWQMb/LYLLtx9Acfem6Lg88RFc5ryPjP/7HkKVGsUyBpNZQFSKOIhe2zPvj3PVChm6VMt/IDSoihO+O58iaj/2kEF0otJEcfkU5DF3Re2GgGeQXqOOdBD9cU7OMLXuBFPrTsjSZ0Fx+XR2KP3Mcckq67bI0tOgOh4G1fEwCM6uMLboAGPrLjA1bctQOhGVGtpH8bn2UUCA9uoVoHPVEhgRERHR06tMBdFLG0XkxTz1kyUnSgTR7YelcvrcTzOhulvulQ6IiIiISgOZIEB5LAyGl0eU6H2T9PbnVnozcCXJgOY+4m2GiYiIiEojU6tOyBo+Cc6rvxcdk2VmwHnBdGR8GgyhUtE+KLMVRNfkoSI6ANT1Ei83phsF3E8zwc+dS5FEROQYNWrUwNKlS+326dSpE7RabckMiEonDw0ypi+Ey7cfQnHnuuiwPCk+O4w+fSGEarWK/PbRaSZILXHVyUcQvaDaVFZBLYfo/sdisjC1qUex35+I8kYVJt6tAwAyur2c/4upnWBq0QGmFh2QZTRAceUMlCcPQ3n6GGRpujxfRpaZDlX4n1CF/wnByRnGZu2zK6U3awc4scIwETmOLj4xT/38Yv7BvdQuqMF1KyIiogLL2xMkEjMaIL91NU9dZUnit+zyUhEdAE7FsSo6ERERlV6CXDydVB3dA5hzf+muqGQYBWTlYWp1LsFQ/IMhIiIiKkLG7v2h7ytddVWenAiXBR8BqclFek+pF/zclDI45XFnmfoSQXQAuJEsru5JREREVOq4eyFj+kKYAhpIHpZrE+AydzJk96OK/Na3ddLzpfxURC8oV6UcrSqJCzhEPNLDYBaK/f5ElDvZgztQXvxb1G7W+EDfqlPhLq5UwdS0HbLGfIS0H7cg46P5MDz3EswemvyNMSsTqr8PwiX4C7i91x/Oiz+DMnw/kJFWuPERERVAZkJCnvoFJl/HoZisYh4NERHR041B9AKSR0VCZshbSFymFU9uHjCITkRERE8BU8NWojZ53AMorp0vsTHYqtr5pDPxnFcRERFR2aMfNBaGji9KHpPHRMNl0SeAvugeliVmiudWFfJYDR0A6tkIokcyiE5ERERlhZsHMqbNh6nOs5KH5clJcJkzGfJ7t4r0tjdtBNFLoiI6AHSq6iRqSzcKOMNnlUSlgnrfFsl2w/P9AUUR/j2hVMLUqDWy3vwA6T9uRsb/LYK+e3+Yn9gBPjcyfRaUp47A+aevskPpi2ZAcf5E0Y2TiCgXZomslpR2uhs4dD+zmEdDRET0dGMQvYAUkRfz3PfJILpZEPCQQXQiIiJ6ChgCu0u2K4/uKbEx5DWIfjaeFdGJiIioDJLJkDX6QxgbtZY8rLhxCc7LvgLMeVtryo1WoiK6Jh9B9LqsiE5ERERPg5wwet3GkoflKVo4f/sBZLqkIrulrSB6gEfJBNGDqoiD6ABw7CGfVRI5XFoKlMfCRM2CSg1D177Fd1+5AqZnW0A/YjLSF/0H6Z/8CH2PQTBXrJSvy8iMBijP/QWXhdPhvPgzyJITi2nARESPSc7bPM3HmIq7N+7ALHAXGCIiooJiEL2AFNcvidoEhQKCTPxbKn8iiJ6YZYYhb3kpnE8wwMgt74iIiKiUMjduDcHDS9SuPHmoxLbblApLSbmSZECGkfMqIiIiKoOUKmRO/BKmWvWkD585BvWaxUARPDCTesmvglqW5/PdVXJUcxWvj7EiOhEREZU5Lm7I+PBbmOo3lTwsT06SDIYW1K0U8YuF3k7yfL0UWBhtKqmhlrjVsYdFt/sOERWM6vBOyPTiar3GDi8AHpqSGYRcDnP9ptAPew/pCzYi/bOl0Pd6DWafKvm6jPLUEbh+/CaUx/cWyc+wRES2qFPy/sJgg7hruJTIglZEREQFVf6C6Gmphf+BRhCguC6uiG6uVR+CV0VR+5MV0R+kSVeoquIi/uNINwq4ksTJDhEREZVSShUM7V8QNcv0WVCeOFgiQ8hrRXSTAC4iERERUdnl4orMqXNh9vGVPKzevw2qnesKfRupuVVF5/wtIdbzUonaWBGdiIiIyiQXV2R8OA/GZ5pLHpbH3C2yW92SqIhex7NkqqEDgItShtaV1KL2E4/00JsYFiVyGJMRqj+3Sh4y9BhYwoP5H7kc5joNoX99PNLnr0f6Fz9D32cozJWr5el0WZoOzsu/gfOijyFLfFTMgyWi8so1VRxEz1BI7wATmHwdhx7w5TsiIqKCKndBdNcZb0J+43KhriF7GA1ZSrKo3VSvMQRN7kH0mHTpsFTfWi6S7afjGJgiIiKi0svYubdku+ro7hK5f16D6ABwJp5bCRMREVHZJWi8kfHBtxDcPCWPO/3nl+yqcgW9viDYqIie3yC6ODB1P92E1LxuEUhERERUmji5ZL8QKFWMKim+SG5hNAuIShEH0Wt7Kork+nnVqao4nJVuFLimRuRAijPHIE+IFbUbG7aEuUZtB4zoCTIZzAENoB88DunfrkX6V79C3284zFX9cj1VeT4CrjNGQXnov6yOTkRFzjNDHER/oKkBY8XKovZA3Q0G0YmIiAqh3AXRZSYDlOF/FuoaiuuXJNtN9ZtA0PiI76m1XoSKSZeuiP5SLWfJ9lNc3CEiIqJSzOxXG6aABqJ2xY3LkD24U+z31+rzHmg6y3kVERERlXFCtVrImPINBJW4WiUAOK2YB8WlUwW6drpRgNTUqoJT4YPoAKuiExERURnm5AyhUlVRsyw5QaJz/t1LM0Hqnb3aJVgRHQCCqkhXCT32kGtqRI6i3rtZst3w4qASHkkeyGQw16wL/cAxSJ+zGulf/wZ9/5EQ3KVfpgYAWUYanH+bD+dvP4AsLqYEB0uFERoaiv79+yMgIAC+vr5o2rQpxowZg3v37on6RkVFYdKkSWjcuDEqV66MevXqoW/fvti2bVvJD5zKjSyTAO9McYHRdPcKEOo1ErU3TovGhftaZBr5UgwREVFBlLsgOgAo/z4EmAr+4EsReVGy3VyvMYQK3qJ2WXIiYP539eiBjSB6wwoq1PYQVzY4HcfFHSIiIirdDJ16Sbarju4p9ntrbVREr+4qnledjedOM0RERFT2mes1Rub4TyHIxEt7MpMJzos/hfzO9Xxf19ZOM0UVRL/OIDoRERGVYYJG4hmgNrFIrn1LJz1PqlPCQfQ2ldRwkijCfuwhK4QSOYL89jXJbILZtzpMTQMdMKJ8kMlgrhEA/YBRSJ+zCoY2Xe12V145A9dPRkG1b4tVtoJKF0EQMHnyZAwfPhx37tzBwIEDMX78eLRv3x4nTpxAdHS0Vf+DBw+iQ4cO2LRpE9q2bYv33nsPL730EgwGAw4dOuSYD1GOCIKAHTt2oG/fvmjQoAGqVq2K1q1bY/LkyYiKinL08IpVbLoRVfTiILrJowLMdcVBdAUENNHewolHnPMQEREVRMmuXpQS8hQtFFfOwNSkbYHOt/XDnuBVEWYviUUosxmyFC2E/23Z91AiiK6SA97OcrSupMatlAyrY9e0Ruj0ZnjmcxtkIiIiopJiDOwOYX0wZAbroLfyeBj0g8YAiuKbdiZliasTKGVAx6pq/HHTel4VmWxEisEMDxXnVURERFS2mVp1Qtbw9+G8epHomCwzA84LpiPj02DJyp22JOmlqz5piiqIbiNgRURERFQWmP/3nO9xshRtdvGrQq593SwlQXRnpQytK6lx/IkK6Cdi9dCbBKgVshIdD1F5p7JVDf2FgYC87KxxC54VkPXeFzCePAyn37+HPDlJsp8sKxNOa36E8u+DyBzzEYQqfiU8UsrNTz/9hJCQEIwdOxbz5s2DQmH99pLR+O+/Z9HR0Rg5ciSqVq2Kbdu2wc/Pz2ZfKh4zZ85EcHAwqlSpgj59+sDDwwOXLl3CqlWrsHnzZoSFhaFhw4aOHmaxiE/UoaEgUZzKqyJMdcRBdAAI1F3HwQft0KWaczGPjoiI6OlTdn46KWLKiP0FOk+mS4I8VrydkKleEwCAUMFH+jztv1vzxaSJg+hVXBWQy2RoVUm8rbIA4Gw8q6ITEVHptnbtWmg0Grv/69evn9U5Op0OM2bMsGzH16RJE3z66adITU3N831v3ryJBQsWoFevXnjmmWdQqVIlNGrUCG+//TYiIyMlzxk/frzdcVIBuHnA2LKTqFmenAjFxb+L9dZavbg6SgUnOVr6SM+rLiSwKjoRERE9HYzdX4a+7zDJY/LkRLgs+AhIFVd/siUxs2gqold3U8BFIqR0XcuHzERERFR2SVZEFwTIbAQq88NWED2ghIPoANCpipOoLcMk4DSfVRKVKJk2AcoTB0TtgosbDEE9HTCiwjO16YL0b1bB0PFFu/0UkRfhOnMMVLs2FGqneypaGRkZmDdvHvz9/TF37lxRCB0AlMp//91auHAhdDodFi5cKAqhP9mXil5sbCyWLVsGPz8/nDhxAgsXLsSsWbOwefNmzJ49GykpKQgODnb0MItNcpz0rjXKihVhrlUXgkr8DDEw+ToOPWBFdCIiooIotzM75amjyBo5FVCLF1PskUdekmw31f9fEF0jroYA/C+IXqseAOCBREX0qi7Zk/TWEkF0ADgVZ+Bbd0REVKo1adIE06dPlzy2Y8cOXL16Fd27d7e0paWloU+fPrh48SK6deuGQYMG4cKFC1i8eDGOHz+OXbt2wdk593/7vv76a2zZsgUNGzZE79694eHhgStXrmDjxo3YsWMHNm3ahI4dO0qe+84778DLy6tgH5hEjJ17QyWxMK46shum5h2K7b5JWdJB9BbeKsn+Z+L16CjxQI2IiIioLNIPGgtZUjxUx8NEx+Qx0XBZNAMZ0xfmaQ1M6gU/IP9BdLlMhrpeSlxMtH4BkBXRiYiIqCwTNDaKUSUnQKhYqVDXvi0xT/JxlsPLAbslB1V1As6liNqPxWShvS/X1IhKiurADsgkQtiGzr0BF1cHjKiIuHsia9zHMLZ7Dk4hCyBPjJPsJjPo4bTxJyj/PoSssR/BXKN2CQ+UnnTgwAFotVoMGzYMJpMJu3btws2bN+Hl5YWuXbuidu1//4wEQcC2bdtQsWJFdOnSBefOncOxY8cgCAKaNGmCzp07Q16GqvqXRXfv3oXZbEZgYKDoWWjPnj3xySefID4+3kGjK34ZNj6bi7c3oFTB7F8fiuvW+a92uhs4H69HYqYJFZ3FL1oQEREVl9DQUKxYsQLnz59Heno6fH190aZNG8yaNQs1atSw6hsVFYWFCxfiwIEDePToEby8vNCgQQOMHTsW/fv3d8wHQDkOossy06E4HwFTmy75Ok9x/aJku6leYwB2FqGS/p3kxKSLH+pVdcueZDeuqIJaDjz53O9kHKsMEBFR6da0aVM0bdpU1K7X6/HLL79AqVRiyJAhlvYffvgBFy9exOTJk/HFF19Y2r/44gt8//33WLp0KaZOnZrrfbt37473338fzZo1s2rfvHkzxowZgw8++AARERGS544fPx61atXK4yek3JgatoDZ2xfyhFirdsW5vwCdFvDUFMt9pYLoGrUcTbxVUMgAk2B97Fw8K6ITERHRU0QmQ9boD7Or5V0+JTqsuHEZzsu+QubEWYDc/kM0qXkVAFQoQACqnkQQ/WayEWZBgFwmrpZOREREVNrZLEaVlAAEFO7aN3XiIlZ1HFANHQBa+6jhpACynhjSsYd6THPIiIjKIX0WlAe2i5oFmQyG5wc4YEBFz9QsEOlf/wanjT9DdSjUZj/F7X/g8tk46F8eAUOfoQCraDvMuXPnAAAKhQIdO3bEjRs3LMfkcjneffddzJ49GwBw584dJCUloUWLFpg8eTJCQkKsrtW0aVOsX78e1atXL6nhlzt16tSBWq1GREQEdDodPD09Lcf27NkDAOjSJX95qbLEkJQg2e7hk73DjalOQ1EQ3ceYiroZD3E4piIGBJThF36IiKjMEAQBU6ZMQUhICAICAjBw4EC4u7sjJiYGx48fR3R0tFUQ/eDBgxg2LHuX3J49e8Lf3x9arRaXL1/GoUOHGER3FFXE/iIJogvunhCq1sz+tcS2fAAgS87e9iXTKCBR4qFeVdfsB4FOChmaeqtwKs76Qd3pOD0EQYCMD+qIiKiM2blzJxITE9GnTx9UrlwZQPZk6vfff4e7uzumTbN+fDFt2jT8+uuvWL16dZ6C6DmTrCcNHDgQc+bMwT///IOEhAR4e0v/G01FSK6AMehFqLevtmqWmUxQ/bUPhp6vFsttpSp3VnCSwVUpxzMaJS4nWVeNOcNthImIiOhpo1Qhc+KXcJnzPhR3rosPnzkG9ZrF0A9/H7CztmQriF7RuWBB9CdlmATcSzOhpnu5XpIkIiKiMsr2M0DpoFNeGc0ColLEVY9rOyiI7qyUoU0lNY49tF5D+/uRHlkmAU4KPqskKm7KEwcgT9GK2k0tOkKoXK3kB1RcXN2RNeoDGNt2hdPK7yCPfyjZTWYywmnLSihPHUbW2P+D+X870VPJyqmeHRwcjGbNmuHAgQOoX78+Lly4gMmTJ2PJkiUICAjAmDFjEBeXXen+woULuH79OoKDg9GnTx8kJydj4cKFWLVqFUaOHIk///zTkR/pqVaxYkV8/vnnmDlzJtq2bWvZVfrSpUs4cuQIxo4di3HjxuV6nczMzBIYbdEzJUrPz5Qe7sjMzIS5Vn2oJY4H6q7jz2h/9KrKiv2OpNfrrf6fqCTx+4+KgrOzc576/fTTTwgJCcHYsWMxb948KBTWxYSMxn/XCqKjozFy5EhUrVoV27Ztg5+fn82+jlCun/oozocD6amAq3veTsjKhDwqUtRsqtfE8hBP8NRAkMkhE6wf3Mn/VxH9YYa4ogEAVHP995uolY9aFESPyzTjbqoJtTzK9R8ZERGVQatXZ4eSR4wYYWm7efMmYmJi0L17d7i5uVn1d3NzQ7t27bB//37cu3dPtM1MfqhUKgAQTdZyhIWFITU1FWq1Gg0aNECXLl2gVkstO1BeGYJ6ioLoAKA8uhuGFwfZDT4VlGRFdKfsBaIWPmpREP12ignaLLOlDxEREdFTwcUVmVPnwuWrCZIP79X7t0GoUAmGl6Rf5ARsB9E1BayILuV6spFBdCIiIiqTbAXR5drCBdHvpZlgFMTttT3s72ZTnDpVdRIF0TNMAk7H6dGhipODRkVUTggCVHs3SR4y9BhYwoMpGaZGrZD+9UqoN62A6s8tkAkSfykCUNy9CZcv3oahz1DoXx4BqPg8pySZzdlrBmq1GmvXrkXVqlUBAB06dEBISAiCgoKwZMkSjBkzxtLXZDJhxowZlqJSGo0GP/zwAy5fvoxTp04hPDwc7du3d8wHKgcmTJiAatWqYdKkSVi5cqWlvX379hg0aBCUedhh4OHDhzAYyuBOw9p4yebo1AyYo6OhdPZCE4njgcnXMfteEO5WSSqOR5qUT7Gxsbl3Iiom/P6jglKpVPD398+1X0ZGBubNmwd/f3/MnTtXMtf0+L/VCxcuhE6nw++//y4KoT/Z1xHK9VMfmcEA5ZljMAb1zFN/+e1/IDOJg+Sm+o9NT+QKCF4VIHti0SmnGkJMunQQvepjQfQ2ldX4+WqaqM/pOD2D6EREVKbcvXsXhw8fRvXq1fH8889b2m/evAkAqF27tuR5tWvXxv79+3Hz5s0CB9FPnz6Nq1evomXLltBoNJJ9PvroI6uvq1SpguDgYHTv3r1A9yRAqFwNxmeaQ/nPOat2xb1bkEddgzngmSK9n8ksIFkvXpTOCUu19FFjzfV00fGz8Xo8Vz1vb6ESERERlRWCxhsZH34L16/egyxNJzrutOkXCBUrwdixh+T5UkF0F4UMLsr8P3mzF0Tvzp23iYiIqAwS3L0gKBSiZ4UybWKhrntTJ121rI6DKqIDQFAVJwApovZjD7MYRCcqZvJr56G4e1PUbqpZB6Znmpf8gEqKsyv0b0yEsW0XOK/4DvKH0ZLdZGYz1KFroDx9FJljPoK5bqMSHmj55enpCQBo3ry5JYSeo2HDhvD398etW7eg1WotfQGgd+/eomv17NkTp06dwtmzZxlEL0bz5s3D/PnzMWPGDAwePBheXl64ePEiZsyYgb59+2L16tWSfz6Pq1KlSgmNtmhFZYrnMVlyFarXqfe/oll+MFWsDEXiI6s+gbobiMmSw1ShGgIc+FJgeafX6xEbGwtfX18WkaMSx+8/KikHDhyAVqvFsGHDYDKZsGvXLty8eRNeXl7o2rWrVZ5KEARs27YNFStWRJcuXXDu3DkcO3YMgiCgSZMm6Ny5M+RyxxZiLPepZmX4/jwH0RWRFyXbrYLo+F9FhCeD6En/C6KnSQfRqzwWRG9dSfovsVPxerxS2zVPYyUiIioN1q5dC7PZjCFDhli9vafTZYdivLy8JM/LWaDK6ZdfycnJGD9+PORyOWbNmiU63qFDB7z44oto3bo1fHx88ODBA2zatAmLFi3CkCFDEBYWhhYtWhTo3gQYO/cWBdEBQHl0D/RFHETXGaQro1SwVERXSR4/m2BgEJ2IiIieSkLVmsiY8g1c5k2FzCDePtQpZCFMTdpA8KwgOiYVRK/gVLDyT3VtBKeuJzt2e0giIiKiApPLIXhVhCwxzqr5yeJU+XXTxvyotgOD6K181HBWAJlPPNY89lCPj6RPIaIiog6zVQ29eHYcLW3M9Zsi/atfod76G1S7/xDtRJ9D/uAOXGa/B8OLr0L/ymjAiev9xa1evXoAbD/by2nPzMxEQEAAFAoFTCaTZP/H+1LxOHToEObMmYN3330XU6ZMsbS3b98eGzZsQPPmzTFz5sxcg+jOzmXzvy2PdK2oTetaAW4uLpavzfUaQXHCOojeOC0a7sYM/JXghWcrlc3P/jRRq9Vl9nuQyj5+/1FxO3fuHABAoVCgY8eOuHHjhuWYXC7Hu+++i9mzZwMA7ty5g6SkJLRo0QKTJ09GSEiI1bWaNm2K9evXo3p1x1UBcmwMvhRQXDkNWXLeKhUorl8StQkqFcy16lm3aXxE/XIqoj+wURG92mNB9FruCng7if9oTseVwe1uiIio3DKbzVi7di1kMhneeOONErtvRkYG3njjDURGRuKTTz5Bp06dRH2GDx+O/v37o0aNGnB2dkbt2rXx0Ucf4dtvv4Ver8e8efNKbLxPI2PrzhCcxS/PqcL/BPRZRXovqbAU8G8QvWEFFdQSM94zceJQFhEREdHTwlyvMTLHfwpBJp4IyfSZkNsotpCkF8+tNBJrVHnhppKjuqu4chSD6ERERFSWCV7eoracZ4AFZasiuiOD6M5KGdpIFM76+1EWskzShSGIqPBkjx5Acfa4qN3soYGxXTcHjMhB1E7Qv/YOMj5bClN1f5vdZIIA9Z4/4DpzNOQSxXGoaOU8b4uMjBQdMxgMuHXrFtzc3ODj4wNnZ2e0bdsWAPDPP/+I+l+7dg0AULNmzWIccfm2b98+AJB8Turr64t69erh1q1bSE1NLemhFbssk4AKmVpRe5qbdVEGqR0VFBDQNuUmDt4v2ueZRERET4qPjwcABAcHw9PTEwcOHMC9e/ewa9cu1K1bF0uWLMGKFSsAAHFx2S/EX7hwAZs2bUJwcDCioqJw/vx5jBw5EhcuXMDIkSMd9lkABtEhM5uh/PtQ7h3NJihuiIPo5oBnAZX1QoygkViE0iYAZjNi0qXDUlXd/v2jkMlkaF1JXL3zfIIeBjMXd4iIqGw4dOgQ7t27h86dO8Pf39/qWE7F8+TkZMlzcyqhP751X15kZmZi6NChOHr0KKZOnYoPPvggX+cPHToUzs7OOHHiRL7Ooyc4OUsuisvSU6E8faxIb2UriJ4TmHJSyNCoonhedS6BL/gRERHR083UqhP0w96TPGarKENSplRF9IIvH9bTiMNT15M5DyMiIqKyS/IZYFLhgui3U8RB9ErOcnhKVVcoQZ2qOonaMk3AaRZ4ICo2qj+3QiaI8wDGbi8DavF/k087c+1nkDFrOfQvj4SgEL/onEP+6AFc50yGevX3QEZ6yQ2wnAkICEC3bt1w69YtrF692urYokWLkJycjD59+kCpzF4LGDNmDABg7ty5yMr6N9QbGRmJdevWwcPDA88//3zJfYByRq/P/vc6J+T2pISEBMjlcqhU0jsLl2WxGSZU0YufQRvcNVZfm+qIg+gAEJh8HUceZsHIfBYRERUjszn7eYxarcbatWvRsmVLuLu7o0OHDggJCYFcLseSJUus+ppMJsyYMQPDhg2DRqNBrVq18MMPP6B169Y4deoUwsPDHfZ5yn0QHQCUEQdy7SO/FwVZepqo3VSvsajNLLUIZTZDlqJFjERFdC+1DK5K6z+KVhJVBjJNwOVEPqwjIqKyIWcRasSIEaJjderUAQDcunVL8tyc9px+eZGRkYEhQ4bg4MGDeP/99/HZZ5/ld8hQKBTw8vJCejoXKgvL0LmXZLvy6O4ivY9WomonAFR47EFdSx/xvOpemgmPMqR3qiEiIiJ6WhjbPSfZLkuRfiFUqiJ6hUIEoOpJVPGMSTcjxSA9hyMiIiIq7QRNRVGbTJcImAu+ziRVEb1OSVdDN5sAs/UcLaiKdOj16ENWCCUqFhnpUB3ZJWoWFEoYuvVzwIBKCZUa+ldGIeOLn2F6Yqf6J6n3b4PrJ6OguHiyhAZX/ixYsACVKlXCpEmT8Nprr2HmzJno168fvvnmG/j5+eGrr76y9B04cCBefvllHD58GEFBQZg+fTrGjx+Pbt26ITMzEwsWLIBGo3Hch3nKBQYGAgCWLl0qKgy2cuVK3L9/H23btoWT09P3kktsqhG+EkF0s5f1PM5cqy4ElfgZYqDuBnR6AWfjmc8iIqLik1OYs3nz5qhatarVsYYNG8Lf3x+3b9+GVqu1KuLZu3dv0bV69uwJADh79mwxjti+chdENwU8K2pT3LgEWVyM3fPk18XV0AHAVL+JqE2qGgKQXRVdKoheTWKb4tYSQXQAOMUqA0REVAYkJiZi165dqFChAvr27Ss6XqdOHVStWhUnTpxAWpr1i15paWk4ceIEatWqhRo1auTpfhkZGRg6dCgOHjyIiRMnYtasWQUad3R0NGJjY7kVYBEw12kIc1Xx76PiymnIEmKL7D62KqI/Xrmzubd0NQcuIBEREdHTTnDzgCCTidplqTaC6BJzq0JVRPeSDlDdSBaHrYiIiIjKArOXrWJU0vOr3BjNAu6kiJ8d1i7BILryyG64vj8I7qO6wXneVMvaXatKajhLFCA+FsMgOlFxUB3bA1mGuDCesV03m/mD8sRcsy4yPluGrEFvQVDaruAsT4iFy/xpUK/5sVAvCZG0gIAAHDx4EEOHDsW5c+fw888/49atW3jrrbdw4MAB+Pr6WvrKZDKsWLECX3/9NZRKJUJCQrBz5060bdsWO3bswODBgx34SZ5+/fv3R4cOHXD16lW0bt0akyZNwqeffop+/fph6tSpcHFxwddff+3oYRaLxIQkKCFe41JUeOKFQqUKZv/6on7tdDcAQcChB5nFNUQiIiLUq5f9kqWXl5fk8Zz2zMxMBAQEQPG/HYKk+j/e11HKXRDd2LqTZLvyhP2q6IrrFyXbpSqiCxXyF0SvIhFEl6rcCTCITkREZcOGDRug1+sxePBgyTfpZTIZhg8fjtTUVHz33XdWx7777jukpqZi5MiRVu3p6emIjIxEdHS0VXtmZqYlhD5hwgSragtSYmNj8eDBA1G7VqvFu+++CwAYNGhQnj4n2SGTwdBZ/CamTBCgPLqnyG5jK4iucfo3cGVrXnU2nvMqIiIiesoplICrh6hZKiiVYRSQKfGMvmIxBNGvM4hOREREZZS9YlQFEZ1qglEQt5dUEF21bRWcV8yDXJcEAFBeOQOn1T8AAJwUMrStLF7bPRmnR6bUoImo4ExGqPZukjxk6DGwhAdTiimVMLw0DOlf/QpTnYZ2u6r3bYF6y28lNLDypUaNGli6dCmuXbuGuLg4XLp0Cd999x0qVaok6qtUKjFhwgSEh4cjNjYWd+/exZYtWxAUFOSAkZcvCoUCW7duxeeff46qVati06ZNWLZsGW7cuIHBgwfj0KFDaNWqlaOHWSzSEqTnZeqK4nmcqW4jUZu3MRX1Mh7i4AO+fEdERMWnU6fsHHNkZKTomMFgwK1bt+Dm5gYfHx84Ozujbdu2AIB//vlH1P/atWsA4NCimyW8r5vjGVt2hBCyALIntpdTRhyAoe8wm+dJBdFN1f0BN/HDPEGiGgIAyJLiEZPuJ2qvKhFE1zjJUc9LKXowd5qVO4mIqAxYs2YNAGDEiBE2+7z//vvYtWsXvv/+e1y4cAHNmjXD+fPnceDAAbRs2RLjx4+36n/69Gm89NJL6NixI3bu3GlpnzJlCg4ePAhfX1+4u7tjzpw5onsNHToUtWrVApA9iRswYADatm2LOnXqwMfHB/fv38eff/6JxMREdO7cGe+//35R/DaUe8YOL0D9n+WieZfq2B4Y+g0H5IV/J1Kbh4roDTRKuChkyDBZPyBjEJ2IiIjKA8HDC7I0nVWbVBA9LzvN5JetIHokg+hERERURtkuRpUI1Mr/9W7qpOdFdTwlSpEXJUGAeutvUG9fLTqkPPcXZLokCJ4V0KmKGkeeqICeaQJOx+vRsYo4pE5EBaMM/xPyR+ICOqb6TWAOaOCAEZVuQrVayJi5GKp9W6De9CtkeumwqDp0DUz1msDUrF0Jj5CodHBycsKUKVMwZcoURw+lRGXZCKK7++QtiA4Agbrr2BBXFakGM9xV5a7GKxERlYCAgAB069YNBw4cwOrVq63yVYsWLUJycjIGDx4MpTL7OcuYMWMQHh6OuXPn4o8//rAUBY2MjMS6devg4eGB559/3iGfBSiHQXR4aGBq2ArKSyetmhXRNyG/dxvmGgGiU2QJjyCPjxW1m+s3kbyFUMFHsj0zIR5ZEpWlqkkE0QGglY9KFES/nmyENssMTSEeAhIRERWn06dP48qVK2jVqhUaNZL+4R0A3NzcsHPnTsydOxehoaE4evQofH198d5772H69OlwcXHJ0/3u3r0LILvS+bx58yT7BAUFWYLoAQEBGDp0KM6cOYOdO3dCp9PBzc0NjRo1wquvvooRI0ZYtrShwhE03jA1DYTy3F9W7fK4GCiunYfp2RaFvkeS3kZFdPW/cyWlXIZm3ipEPLIOnp9NMEAQBMhksidPJyIiInpqCO5eAKx3FZKllkwQvZqbAq5KGdKfqJh5g0F0IiIiKqNsFqNKLlhFdFtB9GKtiC4IUG9eAXXoGptd5LcjYWrWDkFVnYCzKaLjR2OyGEQnKipGI9TbxC+FAICe1dBtkytgePFVGJu3h/PK76D457xkN+efv0b6V79A8PYt4QESkaOYkhIl2128vfHkni5mG7srBCZfx+9VOuP4Qz1e9HMu4hESERFlW7BgAXr06IFJkyZh586dqFevHi5cuIAjR47Az88PX331laXvwIEDERoaiu3btyMoKAjdunWDTqdDaGgoMjMz8dNPP0Gj0Tjss5S/IDoAY/vuoiA6ACgj9kM/aKyoXaoaOgCY6tkIontqIMjkkAnWD/AyExIAlbh/VTfpB3ptKqux4WaGqP10vB7dq3OiQ0REpVOrVq2g1Wrz1NfLywtz5syRrGL+pE6dOkle9/Hq6HlRo0YN/Pjjj/k6hwrO0LmXKIgOAMoju4smiJ4l3gbYQyWDUm4dLm/uIw6iP8ow436aCTXcy+WUmIiIiIqQIAgIDQ3F8uXLcf36deh0OlSvXh1BQUGYPHky/P39HTc2Dy9Rm2RFdFsv+BUiiC6XyVDXU4kLidY7/F1P5o5/REREVDYJGtu7IhfELVtBdFdAtXsj5Lf/gdm/AQydewPungW6hxVBgPqP5VDvWm+3m/z2PzA1a4eWPmrJnQaPPZSuPkxE+ac8HgZ5nLgaurlaLZhadXLAiMoWwbcGMqYvgvJgKJzWLobMZP33qixNB+fgL5Ax40dAKRHWIKKnjjwlSfqAxDxOqOADs7cv5AnWxUkDdTcAAIceZDKITkRExSYgIAAHDx7EN998g/379+PAgQPw9fXFW2+9hY8++giVKlWy9JXJZFixYgXatm2LNWvWICQkBE5OTmjbti2mTp2KoKAgB34SoFyW1Ta26gRBJf4hQxlxABDEYSb59UuS1zHZqIgOuQKCVwVRs5AovQhV1WZFdLVk+6k4vWQ7ERERUWljatYeZg+NqF156jCQkVbo62slKndKhaVa2JhXnU1gCIqIiIgKb+bMmRgxYgRu3LiBPn36YNy4cahVqxZWrVqFTp064cqVKw4bm2QQvYQqogNAPS/xS383dUaYJdbgiIiIiEq77GJU4t31ZMnSlTdzIxVEr+wiR6UVX8NpwzKoThyE08af4DpjJBQnDxfoHhaCAPX6pbmG0AFAcfsaAMBJIUPbyuJ1tZNxemQaOZ8jKjSjAeodNqqh938TkHP31jyRy2Hs/jL0Q96VPKy4eRXqjT+V8KCIyFHUOukguuApznEBgKmuuCp647RouBszcOgBX74jIqLiVaNGDSxduhTXrl1DXFwcLl26hO+++84qhJ5DqVRiwoQJCA8PR2xsLO7evYstW7Y4PIQOlNMgOlzcYGrWXtQsj3sA+a2ronZFpLgiulnjA8Gnis1bSFVEkNvYls9WEL1RRRWcJQ6dZhCdiIiIygqlEsaOPUTNMn0WlCcOFvryWonKnRXU4iluSx/pSidn4zmvIiIiosKJjY3FsmXL4OfnhxMnTmDhwoWYNWsWNm/ejNmzZyMlJQXBwcEOG5/gLhFE12cBWda78JVkED3TBESnmgp1XSIiIiobNm7ciMmTJ6Nr166oXLkyNBoN1q5da7O/TqfDjBkz0LhxY1SuXBlNmjTBp59+itTU1BIctR0KJQRPjahZrpV+BpibmxJB9CB5ApRPhM7lyUlwWfI5nJd8XrDQuyBAvXYx1GH/yVN3edQ1y687VXUSHc8yAae4rkZUaMqjuyGPjxW1m2oEwNimiwNGVLYZnh8AQ5uuksfUezdDcfJQiY6HiBzDLU0cRE9XuQBO0pXNzXUbidoUENA25Sauao2ISecaFhERUW7KZxAdgCGwu2S7MmK/dUNGGuTRt0T9TPUaAxIVD3JIBdGdddILQ7aC6Cq5DM29xVUGTsUZILBqFBEREZURxk49JdtVR3YV+tpSgSmpiuh1PJXwVInnbmfjWRGdiIiICufu3bswm80IDAyEl5d16Ltnz+x5UHy89C55JUGqIjoAyFKsq6LbDKKrba9/5YVUEB0ArieLQ1dERET09Jk9ezZCQkIQHR0NX19fu33T0tLQp08fLF26FPXr18e7776LevXqYfHixejXrx8yMzNLaNT2CRofUZusAEF0g1nAHYmX8zpmRds8R3nyMFxnvAll+J+SuzxLMpvhtPp7qPdtyfPY5NoEyJKy57BBVaR3GjwawwqhRIVi0EO943fJQ/oBowB5uY1yFJxMhqwx02D2rSF52PnXbyF7aPvvWCIq+/QmARUytaL2FFfpaugAYKojDqIDQGDydQBgVXQiIqI8KLc/vZiaBUJwcRO1K08cBMz/LvooblyBTBA/iDPXb2L3+lKLUG5pSaJrKWRAJWfbfwytKokXdxKzzIhK4Rt3REREVDaYa9SGKeAZUbvi5hXIHtwp1LW1EoGpCk7isJRcJkMzb3FV9LPxer7gR0RERIVSp04dqNVqREREQKfTWR3bs2cPAKBLF8dVspOqiA7kPYhe0c66VV4wiE5ERFS+LV68GBcuXMDNmzcxevRou31/+OEHXLx4EZMnT8aWLVvwxRdfYMuWLZg8eTLOnDmDpUuXltCo7ZMqRiWzsSuyPdGpJpgklqUaGO1XPJel6uD802w4fz8DssQ4+zcxm+G0ahFUB7ZLHhbkcptVl+W3s6uit/RRw0UhXm879pChLKLCUB3eCbnEf8OmmnVhahnkgBE9JVzckDnxSwhq8W4Ossx0OC/5AtDz7y+ip1VshgmV9cmi9kx320F0c626EFTibFag7gYA4OCD0vEyJBERUWlWboPoUDvB2Er8A5w8ORGKq+csXyuuX5Q83ZRrEL2iqE0pmOBjSLFqq+KigEJuu7JU60riwBQAnIrjdndERERUdhg69ZJsVx3dXeBrCoKAJL1EEF0tPcVt4SNeRNLqBb7gR0RERIVSsWJFfP7557h37x7atm2LqVOn4vPPP8fAgQPxxRdfYOzYsRg3bpzDxmezInpq7kF0JwUkQ0f5UceTQXQiIqLyrGvXrqhZs2au/QRBwO+//w53d3dMmzbN6ti0adPg7u6O1atXF9cw80XwEj8DlGkT816h/H9u6qTnQzWz8hZqV54Lz66Ofnin9L3NZjj9Nh+qQ6GS5wsKBTLf/RxZr0i/IKCIyg6iqxUytPOV2sFZj0wjCzwQFYg+C6rQtdKHWA290Mx+tZE1YrLkMUX0TTj9/kPJDoiISszDdDOqSATRTZ62g+hQqmD2ry9qbqe7AQgCDj/IYlErIiKiXEg/CSonjIHdoToWJmpXRuyHqVErAID8+iXRccHJGWa/2navbZaoiA4A1bKSEKf+9wFgVTf7P0RKVUQHshd3Xq3javdcIiIiotLCGNgNwvpgyAzWL9Mpj4dBP3AsoMz/tDTDJCBLIkOucZKeX7WUCKIDwJl4PQJsBKSIiIiI8mLChAmoVq0aJk2ahJUrV1ra27dvj0GDBkGZh7lOZmbxVFdSqp3hItFuTIxH1mP3jM8QB6E0ahmysgpXKU4BoLqrHPfTrYPu15Kyiu0zU97o9Xqr/ycqafwepKLg7Ozs6CFQEbl58yZiYmLQvXt3uLlZ72js5uaGdu3aYf/+/bh37x5q1KjhoFFmk6yIbjQAaTrAxm40UmwF0Sun51Ll/PH7ZqTBeeV3MJ44gKxRH0KoVDX7gNkEpxXfSj4HBQBBoUTmhM9hatUJMJsgOLtAlplh1SenIjoAdKrihEMPrOeFWSbgZJwenaqKqw4TkX2qQ6GQa+NF7Sb/+jC16OCAET19jJ16wRB5Eaoju0THVEd2wVS/CYw2CugQUdkVm6pHlycKhAKATOJFwseZ6jaC4ol8mLcxFfUzYhApq4arWiMaVpAuJEpERETlPIhuatgSZg8N5Claq3blqcPZb8jK5FDcuCI+r24jQGH/t05qEQoAquq1OP/Y11VcFHav4+emQGUXOR5lWD+sOx3PxXkiIiIqQ9w8YGzVCaqI/VbN8uQkKC7+XaDF9aQs6eoDFWwE0Zv7SC8QnY03YKD9dwyJiIiI7Jo3bx7mz5+PGTNmYPDgwfDy8sLFixcxY8YM9O3bF6tXr0bv3r3tXuPhw4cwGAxFPjZ1agY0Eu3J9+4grlq05etYnROyY+P/cpOZEB0djcKqoXbC/XTra1/T6ovk2lR4sbGxjh4ClXP8HqSCUqlU8Pf3d/QwqIjcvHkTAFC7tvQiTe3atbF//37cvHnT4UF0s41ngHJtAsz5CKLfshFE99SJg+iCQgGZyfaufsrLp6H4ZBT0r46D4bl+cPp1LlThf0r2FZQqZL4369/1OLkC5lr1obh23qqf/Pa17ErrMhmCqkgXeDj6MItBdKL8ysqE6r82qqG/MhqQFW5XKvpX1vD3Ib99DYrom6JjTqu/h9m/Qa4FCImobNElJEIO8fNDVcXcg+hSApOvI9K1Gg4+yGIQnYiIyI5yHUSHQglj265Q799m1SxLT4PiwgkIFSpBphdXZjLXa5zrpe0F0a2+drMfRJfJZGjlo8buaOtxXEgwIMskwKmQ2yMTERGRY23cuBHh4eE4d+4crly5Ar1ej+DgYAwbNkyyv06nw9y5c7Fjxw48evQIvr6+6N+/P6ZPnw53d/d83Xv//v1YsGABLly4AJlMhmbNmmHatGno0qVLUXw0EWPnXqIgOgCoju4uUBBdm2WWbLcVRK/lrkBFJzkSnzjvbAJf8CMiIqKCO3ToEObMmYN3330XU6ZMsbS3b98eGzZsQPPmzTFz5sxcg+hVqlQplvHJvKW3Hq6olMPZz8/ydcYlLQDrcFNlNzX8/CoVegyNH6XhhNZ6bSteL4emSnV4qLjlvKPo9XrExsbC19cXarV0uIyoOPF7kIgep9PpAABeXtJBbk9PT6t+9hT3ritqVw9I1eI3PHoIg0+1PF/nula8JlXZWQZlgvgFHX2j1shq/wLc1wdDrkuSvJ4sKxNOa36EasfvNvsIShV073wKw7Mtgcd+nxR+deDyZBA9RQt9TDTMFSvjWXcBLgog44ks/JH7GZj6LP8OB7jTB+Wdy77NkCeL/xs1BDyDtPrNrP7bzCt+/9mmf2sGNN9MhDwz3apdps+C04+fQjvjRwgubjbOLl+40wxJStUBEsFuSTI54OZRrMPJTUZ8gmS7q7d0hiuH2UYQvZ3uBlZX7YJD9zMxoVH+nsMSERGVJ+U7iA7A2P55URAdAJQRB2Cu21DyHFP9Jrle12YQPcv6h8pqrvaD6ADQprI4iK43AxcTDWhdiYs7REREZdns2bMRHR0Nb29v+Pr62q0KmZaWhj59+uDixYvo1q0bBg0ahAsXLmDx4sU4fvw4du3aleeFwo0bN+Ltt9+Gj48PhgwZAgDYunUr+vfvj5CQELz88stF8vkeZ3q2JczevpA/8TBNce4vyHRJEDylQ1K2JOmlg+heaukwk0wmQwsfFfbft95G+Hy8ASazAIWcL/gRERFR/u3btw8A0KlTJ9ExX19f1KtXDxcuXEBqaqrdFweL7YGvkxMEuRwys/XcSZWRZnXPZIli7BVdlEUyrmcqGgGIwxTRmUq09ODalqOp1WoGDsih+D1IREWtuHaayeGaZYSnRLv29nUkeuT9Jb7rSc4ArNex/BUZkiFyndoV9yrVgmLsZ6ixbyMqXoyweV1bIXSzUoVbr76LFE1V4Ik1yAruFeEvcY72dDiSn2kJAGjq4YQTWuvnmqfjDbgeFQ3n3B93lhvc6YPskesz0XDXBsljdwJ7IuXevUJdn99/0pL7jEDA5p9E7YpH9yH/+RtEvfJ2ua9Ez51myBa3/xsOWUpynvubK1aGsVNPGLr3h+Blvwp5cTBqpYPozt7ekH6qmE3QeMPs4wt5vPXfo4G6GwCA47F66E0C1CwWSkREJKncB9HNdRtJTiaUZ4/DlJEq6i/I5TDVlg6oW/Xz1ECQySETrKcyooroeQiit/KRfiB3Kk7PIDoREVEZt3jxYtSuXRs1a9bEokWLMGvWLJt9f/jhB1y8eBGTJ0/GF198YWn/4osv8P3332Pp0qWYOnVqrvfUarX46KOP4O3tjcOHD6N69eoAgMmTJ6Nz586YOnUqunXrBg+PIq5aIJfDGNQT6u2rrJplJhOUf+2DoefgfF0uKZ8V0QGghbdaFERPNQq4oTOigYZb6hERUekTGhqKFStW4Pz580hPT4evry/atGmDWbNmoUaNGgAAjUaT63UuXbpk6Z+bM2fOYM6cOThx4gSMRiMaNmyICRMmYMCAAYX5KE+tnIpz8fHxkscTEhIgl8uhUjloriGTQfDwguyJinuyVOuHiE/uGgPYn1flR30v6SXI6zojWnJti4iIiPBvxfPkZOmgU04l9Jx+9hTXTjM55G5Oku0+ChncHttxxh6DWUDM8URRe6BzhmR/15q14fe/a5sbfIHkiyfgvmYxFFrpOeiTBJUTUiZ8Ds2zLaGROC5Xy4Ftv4raq6QmwvN/9+2uy8AJrXVFYYMgQ6xLFQT5cl2NO31QXrjs2QhVeoqo3VCnITRdXoSmgGFofv/lws8PGUkxcDmwXXSowtXTUN04i8xuRV+ch6g8kic+gnr7aqh2rYexQw/oew6GUK1WyQ1AK55fAQA0uYfiTXUairJjjdOi4W7MQCpc8HecHkFVpOeBRERE5V25D6JDJoOxXXeod66zbjboobx4UtTd7Ff3/9m77/AqqvyP4++Z29ILCSShJqEJKk1UpIgCFsSCorj2dW2LPxu46tpWFBUQFdwFLKiLKIsFFwXBtqCCoKgoIIqUhBZKIOWm3uSWmd8fCHKZuWnckoTv63l8lHOmnEjgTuZ8z+dAdEzt17VY0ROTUY5abdeQQvTeqTYUjJvdrDkgW2sJIYQQTd1ZZ51Vp+N0XefNN98kLi6O++67z6/vvvvu49VXX2XOnDl1KkT/4IMPKCkp4cEHHzxchA7Qpk0bbrnlFiZNmsRHH310OCk9mDyDjIXoANblS/Ccd0W9UkecDSlETzWfFPuxwCOF6EIIIRoVXdcZO3Yss2fPJisri1GjRhEXF8fevXtZuXIlu3btOlxY/sADD5heY9u2bbz77ruccMIJdS5CX758OaNGjSIqKorLLruMuLg4Fi5cyI033kheXh533nln0L7G5qJfv37MmjWLmTNncvHFF5OYmHi47/XXX2f37t3069cPhyNyE1V6XCIcvfX7EWlWVV6dSq9xm+XkADvN1FenRPPnrC1Ob1CuL4QQQoimr2PHjgDk5uaa9h9qP3RcTUK+y0KrDNNmW3kJeh3vvbvEi8/4+EUv1bwQ35LW2v/rOnUwrhNPwfH2S9i++qjGe+n2KKrGTcTSrTcBZyXbZaHHxKJUVvg123floP1+37PaKTy9vtJw6ndFOsM6yM4Wh8hOHyIgVwUxn71v2uW9/GaioqOP+Rby/ReY75o78O3YjCVno6Evdv4s1K4no3WsPZBQCFE3iseD7avF2L5ajLdnPzznj8bXrXfIdx+wBtgZpi7p7FqnE2H1F35tFnROK8thWfJJfLm7WgrRhRBCiACkEB3w9jMWogfi63Jyna+rJ6bAUYXorav9H3oyYmqf0Euwq5yQZGXjUZNzP0ghuhBCCHHcyMnJYe/evQwdOpTY2Fi/vtjYWE4//XSWLl1KXl5erYVmX3/9NQBDhgwx9A0dOpRJkyaxcuXKkBSi6y0z8HbrjXXjT37tlt3bUbdtQss+oc7XClSInmQP/BKrd4CdZn4qcHNVpzosNhRCCCHC5KWXXmL27NncfPPNTJ48GYvFv2TE6/3jHcGDDz5oeo1Di9euvfbaOt3T6/Vy9913o6oqixcvpkePHgDcf//9DB06lAkTJnDJJZfQvn37hnxJzdbIkSN57bXXWLVqFX379mX48OEkJiaybt06li9fTnR0NE899VRkBxmfaGg6MhHd6TZ/rmoRFZxC9NYxKrFWhYqjit23lHqCcn0hhBCiLuqy08z69ev54IMPWLt2LevWraOwsJABAwawePHiCI+++evYsSMZGRmsXr2aiooKv/dfFRUVrF69mg4dOtR5gWVIWW3ocQko5aV+zUeHU9Ukp9R8QV4nr/k1tJQ0Y2NMHNV/+Rve08/C8fqzqAX7DIfojihc9z6D1rVHzQNSVXyZXbH++qNfs2X7JtB1UBR6p9qJsSqGBYwr9lZD75ovL4QA22fvo1SUGtp9J/Q8WJwpQstqo+r/xhPz6C2G3wfF5yVqxuNUPvEKxBl/fhZCHBvrum+xrvsWX4fOeM4fjfe0s8EamnK16PIAhegJybWe6+t4oml7v5ItLEs+ibdzKrnz5DgSgxTcIIQQQjQnUogOaO2y8bXOxLJne+3Hdj6pztfVk1Ngh39b+tGJ6LG1J6IDnNLSbihE31bmo7DKR0pU3a4hhBBCiKYrJycHgOzsbNP+7Oxsli5dSk5OTq0TcoeuZZYgdajt0DG1qaqqqtNxR9L7DSP+qEJ0AOXLj6hqnVnn6xyoNC9citE9VFWZT+a1sEBatEK+y3/CbM3+6gZ9LSL83G6337+FCDf5HhTBUFs6mcvlYvLkyWRmZjJp0iRDETqAtZbJmqqqKt577z3sdjt/+tOf6jSu5cuXs23bNq655prDRegAiYmJjBs3jttvv5158+YFTGA/XlksFhYsWMDMmTNZsGAB8+fPx+1206pVK0aPHs29995L165dIzpG3WQiXSlzHv7v4kA7zQRpYk1RFDolWllX6P/8JonoQgghwqE+O80sXryY559/HrvdTqdOnSgsrHthsTg2iqJw3XXX8cwzzzBlyhTGjx9/uG/KlCmUl5fXaSfAcNGSUrAcVYiulhx7IXpbV4Fpu57SKuC1fCf2pfKp17HPfxX75//945yYOFxjJ6LVMWRLy+wKRxWiKxVlKAf2ordqjU1V6NfKzrI91X7HrDngptKrEWOVoiwhAqoow/7Ju6Zd1ZfeGPKEYHGQnpJG1W0PE/288b2GWphP1CsTqbrnaVDl7zMhQsGyYwuWl59Ce+8VPOeMwjN4BMTGB+36bp9OostpaC93xIO19l2RtQ6d0G12FI//u/9+pVsByKvwcf+3Tl4+s/Z0dSGEEOJ4I4XoAIqC94yhWN5/rdZDffUpRE9MMbRluJ0ouoauqMTbFOJtdfshpm9LO29tMW53t+aAh3PbSSG6EEII0dyVlh6c2EpMNE/jSEhI8DuuLtc6dM6R4uPj63wdgH379uHx1C/JUmnVgZMd0ViqXX7ttm+XktdvOLrNPLX8aLuLbID/iyOrolO4N4+iGt7bd4m2k+/yfwzeUOxh245dyHxZ05Gfnx/pIYjjnHwPioay2WxkZmbWeMyyZctwOp1cc801+Hw+lixZQk5ODomJiZx11lkBF6YdadGiRTidTi655BJSU1PrNLbadk0BWLlyZZ2udbxxOByMHTuWsWPHRnoopnSzRPSyksPplgEL0R3BezjqYlKInlPmxafpWFQpuhBCCBE69dlpZuTIkQwfPpwTTzyRoqKiiC8maw7mzJnDN998A8Cvv/4KwJtvvnn42fOMM87g+uuvB+Duu+9myZIlTJs2jfXr19OzZ0/WrVvHsmXL6NOnD2PGjInMF2FCT0yBvG1+bfVJRM8tMy9ET60wFqLrqoqeZJxz9BMVg/vau/CeeQHW775EtzvwnnlB7ecdwZdl/v1u2bYJb6vWAAzKcBgK0d0afL/fw+DWjjrfS4jjjf2z+SiV5YZ2b/c+aCf0Cv+AjmO+nqfjvuha7IveMvRZ132L/f3XcF9+sywOEOJ31Rdeg+Kurv1AwLLtNyw/rULR9RqPU4sO4HjnJewfvoHnzBF4zh2F3jLjmMea7/KR5ikxtLvikoiuywWsNrTMLli2bPBrPr106+F3aO/kuBjezsXIrDpdUQghhDhuSCH677ynD8FRSyG61jIDvUXLOl9TTza+3LHpPlI9ZRywJ5IRU/cC8lNamhdk/VDg5tx2NSepCSGEEEKESnp6eoPOc592FtErPvZrs1a7yC7Yifu0s+t0Dc/OMsA/lSDJrtK+fbsazzujpJIVRf5F8NWaQkVCBicly+NxY+d2u8nPzyctLQ27vW6LFoQIJvkeFOGwdu1a4GDS9oABA9i6devhPlVVuf3223nyySdrvMabb74JcLiopy5q2jUlLS2NuLg4cnNz63w90XiYJqJrGlSWQ2x8DYXowZt475RofM6q9sGuCh+Z8fIMJoQQIjTqu9NMt27dwjm848I333zDvHnz/Nq+/fZbvv3228O/PvTMGhsby+LFi5k0aRKLFi1ixYoVpKWlcccdd/DAAw8QHd14Cn7M5gAVZ9HhIqXa5JokoqdHq9h3HTDeq0VLUOs2p6i174S7fac6HWs4N0Ahurp9E5x+8H3dwHTzYvOv91VLIboQgZSXYvt0vmmX+7K/hHkwAsB92Y2oW3/BarJzq/2juaAouEfdJMXoQgDe80fX+VgPoOzbhf2T97B+/YkhWfxoSpUL+2fzsX3+XzzDr8R9+U1gafg7onyXRprbWIjujkuuWyE64Ot0oqEQPcVbThfXXjbHHFyYd8+qYk5rZad1rISGCiGEEIfILM/v9LQ2+Dp2w5KzMeAx9UlDh4Pb8pnJcDvrXYjeLclKjFWh0uu/cnDNAdkOXgghhDgeHEovLykxvkCBmlPOA12rtLSUFi38t48rKyur83UAoqIatiBOP+tCOKoQHSDm2/+hnjm8Ttco9RoTZFpEWWod06npwM8uQ/uvZQp9M2SBX1Nht9sb/P0nRDDI96AIpYKCgymIM2bMoGfPnixbtowuXbqwfv167rnnHqZPn05WVhY33XST6fnbt29nxYoVtG3blrPPrtsCL6j9eSI+Pr7Ou6aIxsUsER1AKS9Bj42n2G1eiJ4U5ER0M1tKvFKILoQQImSCsdOMODYvvvgiL774Yp2PT0xMZOLEiUycODGEozp2ZrsiK+4qqKqE6Nhaz88xKUTPTrCiFhp339JbpDVskPWkp6ajxyagVPg/86vbNh3+716pNmKtChVHzVd+va9uSalCHI/sn7yL4qowtHtPPg2tnvUHIkhUC9V/fQT1H7eglhQZuu2L3gKfD/foW6UYXYh60tPbUf3ncVSP+gu2ZQux/W8BamlxjecouoZ9yTz0lFZ4hl3a4HvvrfTR0+00jimxhfHgAHydTjRt71ey5XAhutOt839fF/P+uSmo8neEEEIIAUDwZpOaAW+/oTX2+7qcXK/r6UnmW1+3rj74kJUeU/f//VZVoVeKzdC+5oAbvZZtbYQQQgjR9B1KJg2UQnqo3SzBNNC1DqWeHqmmJNRg0jp2R2vdwdBu+fVHlIJ9dbqG0yS5M7kOxVK9U43PVAA/FcgCPyGEEI2Dph38jLPb7cydO5c+ffoQFxdH//79mT17NqqqMn369IDnv/XWW+i6zjXXXIOqyqsfYZ6IDqCUHVzkGDgRPXjfP50SzZ/BNpcYi7CEEEKIYDl6p5nrr7+exx9/nHHjxtG3b18eeeSRyA5QNFl6gDAqpbig1nPdPp2d5T5De3a8BaVwv6FdS2lV/wE2hKLgM0lFt2zfDL//jGJTFfqlGXcH++GAm0qv+TOlEMe1Mie2z9837XJfemOYByOOpCelUHX7Y+gB3pvYl8zDPm/mwZ0uhBD1F5+E55LrqXzubar+cp/pnODRrN/875huWVDqItlbabyuyU42gWiBCtFLt/r9+os91czaaFxkJIQQQhyvZDbyCN7TzkZXAv8v0TrXtxDdfFVd+u8r8FrXIxEd4NSWxhc7TrdumpoghBBCiOalY8eOZGRksHr1aioq/F9sVFRUsHr1ajp06EDbtm1rvdaAAQOAg6lgR1u6dKnfMSGjKHgGGZPPFV3H+vWndbqEWcFUkr325IHUKAvt4ozPYT8WeOp0XyGEECLUDiWS9+rVi4yMDL++7t27k5mZybZt23A6nYZzNU1j3rx5qKrKtdde26D7Bko9Lysrq/OuKaJx0ROSTNuV8vAVondMsGD2pLa1RJ7BhBBChM6RO80kJCSwbNky8vLyWLJkCZ06dWL69Om89tprER6laIoC7Ypslqx7tJ3lXjSTusaT7K6DqepH0VPCk4gOoJkUoiuuCpT9uw//elC6w3CMR4PP8yQVXYij2T9+B6XKuDunt9cZaB27RWBE4kjaCT2pvvnvAWtE7J++h33uv6QYXYhjYXfgHTyCyqf+jWvcJLzd+wQ8VN2z45j+vJUXmievR6XUvRBdT0pBSzU+e/Ur3WJoe+yHEn5zynstIYQQAqQQ3Y+elIKvWy/zvpi4Oq3Q879ezYnoGfUsRD/FpBAd4PsD8mAjhBBCNHeKonDddddRXl7OlClT/PqmTJlCeXk5N9xwg197ZWUlmzdvZteuXX7tl156KQkJCbzyyivs3v3HJNLu3buZNWsWKSkpXHjhhaH7Yn7n7X+OadqIbcXHh1OWalLsNilEr2OxVG+TnWZ+LfZQ5ZUXykIIISKvc+fOACQmmqdYH2qvqjIWqfzvf/9j9+7dnH322bRr165e961p15T8/HzKy8vJzs6u1zVF49CQRHSrAnHW4G0vHGNVaWuyGFAS0YUQQoTSse40I0QggcKoFGdhrefmlBrT0AG6a+ZF7GFLRAd8mcZCdADLtk2H/3tghrEQHeCR70uo8EgquhCHKKXF2D5fYNonaeiNh3fAuVTf9lDgYvTP/4tjzrQ6zVkIIWqgqvh69qPqgeepfGIWvi49DIcoleXw+7uqhnAXme9M42iRXK/r+DoaU9FPqsgj/qi09Sof3PpVMW6fzC0KIYQQUoh+FG+/oabtvs4nQT23s9YTkkx/YDmUiJ4RW79C9L4BCtHXHHDX6zpCCCGEaDzmzJnDmDFjGDNmDB988AEAb7755uG2OXPmHD727rvv5qSTTmLatGlcdtllPP7441x22WVMmzaNPn36MGbMGL9rr1mzhtNOO42//vWvfu1JSUlMmTKFwsJCBg8ezH333cd9993H4MGDKSoq4rnnniM+Pj7kX7uelIKvRz9Du1qwD8umdTWe69N0St3GFzt1Te3sk2p8rvJo8EuxLPATQggReYMGDQJg8+bNhj6Px0Nubi6xsbGkphoXwL/55psAXH/99fW+b6PYNUWEhB5fWyG68bmqRZSKogSvEB2gS6LV0LZVCtGFEEKE0LHsNCNETQKFUdWlED03wE7H2W7zQvRIJ6IDqEcUovdKsZEebXwHt6vcx+S1ZSEbmxBNjW3xPNNdDrx9BqJldonAiEQg3jOGUT3mEdPgHADbsg9xvDFVitGFCBKtQ2c8A88z7VPz8xp8Xd0ZYGeaADvZBKJ1Mhaiq+icWpZraF9f5GHSWvPdJYUQQojjiRSiH8Xb90x0qzEh03dCr/pfzGI13fq49e+F6K3rmYjeOtZC6xjjb9kPUoguhBBCNFnffPMN8+bNY968eaxbd7D4+ttvvz3c9s033xw+NjY2lsWLFzNmzBg2b97M9OnT2bx5M3fccQcffvgh0dHRdb7vlVdeyfz58+ncuTP/+c9/mDdvHl27dmXBggWMHDky2F9mQJ4zh5u2W5cvqfG8EpM0dIAkex0T0VONz3sAPxXIc5UQQojIy8rKYsiQIeTm5votSgOYOnUqJSUljBgxAqvVv6i3oKCATz75hNTUVIYPN/+MhYPF7Js3b2bbtm1+7YMHDyYzM5P58+ezfv36w+0lJSU8//zz2O12/vSnPwXhKxThFrAQvTxwInpyHZ+r6qNTgrEQPd+lBXy2E0IIIY7Vsew0I0RN9AAFTcdSiN7adcD8XmFMRNdbtERLNKaGHpmIblUVHuydYHr+jF/K+blIgh6EUJyF2JZ+YNrnvvTPYR2LqBvv6UOouv0xdIt5DYfty0U4/v2sFKMLESRaWlvTdnXfLtP2ulBKik3b9UTznWwC8XXsbtp+l2OHafu0n8v5Jr+6XvcQQgghmhvj7M/xLjYe94XX4Phg9uEmPT4Rz1kXNuhyelIqlPivusuoPvjwk17PQnSAU1ra2bPD/4XohiIPLq9OdBC3SxZCCCFEeLz44ou8+OKLdT4+MTGRiRMnMnHixFqPHTRoUI2JXsOGDWPYsGF1vnco+HqegRafhFrm9Gu3/rCc6uvuhpg40/PMUjuh7onoPVPMd5r5sUAmyoQQQjQOzz33HOeeey533XUXixcvpnPnzqxfv57ly5fTrl07JkyYYDhn3rx5eDwerrzySux28886gD179nDaaafRrl07fv7558PtVquVf/7zn4waNYoRI0Zw2WWXERcXx8KFC9m1axcTJkygQ4cOIfl6RYjZo9BtdhSP/6K7PxLRTQrR6/hcVR9dksxfRW4t8XJKgJ0AhRBCiGNxLDvNCFEjuwM9JhalssKvWSkJkMR5hByTQvSMGJUop3khuhbGRHQUBS2zK+q6b/2a1R2bQfOBenBu87ouMczbWsm3+/2fL3063LOymM9GtMSiyrylOH7ZFv/H8PMXgPfUwWjtO0VgRKIufKcOpkodT9SMx1F8xr+rbcuXgOaj+qb7D/99KIRoGD09UCF6wxPRo8oDFKInGBfZ1UTr0Mn0Pdr5O1ZwZq9BLK/2X5Cn6XDb8mK+vqQVCSEIdhBCCCGaAvkENOG5+Fqq/nIf3l5n4Bl8IZWPzwpYBFUbPcm4si7D7URVIM1k27ra9DWZlPPqsL5Q0juFEEII0QRZrXgHnGtoVtzVWFd/EfA0Z4DUzLoWTCU5VDomGF8Ur5VEdCGEEI1EVlYWX3zxBVdffTVr167l5ZdfJjc3l1tuuYVly5aRlmYsRnnrrbcAuP766xt83zPPPJNPPvmE008/nQULFvD666/TqlUrXn/9de68884GX1dEmKKYpqIfTkQ3ebZKCkEheqcE811pNpeYp4IKIYQQx6qhO80IURd6ojEVXSkuqPU8s0L0rHgrSuF+4z1iYiE6tmEDbCAtq6uhTamuQtn7R0KpqihMG5CEzeSRcU2Bh9c3VRg7hDhOKEUHsH2x0NCuKwrukTdEYESiPnynDKLqrifQreY/v9q+/hTHKxPBpFBdCFF3emIL9KgYQ3tDE9HdPp34SmMhuqao6AlJ9buY1YaW2cXYnL+LJd+Np7trj6FvZ7mPv68uqd99hBBCiGZE3qyZsVjxDh6Bd/CIY76UnmRM0chwO0lzHNy6rr4CpUP9UODh9DRHva8nhBBCCBFp3kHnY//kXUO7bcUSvGdfZHqOWWonQFI9kgb6pNrJKXX5tf1W4qXCoxFrNosmhBBChFnbtm2ZOXNmnY9fvXp1nY7r0KFDjbumnHLKKcyfP7/O9xVNgx6XCEX+KZuHEtGdEU9El11phBBChE59dprZvHkzU6dOBaCq6uDutFu2bGHMmDGHj6nPznaiedOSUlD37vRrU0sKazzH7dPZVeEztHdMsKIW5hvv0SKMaei/85kUogNYtm3C2ybz8K9PSLJx90nxPLu+zHDsE2tKGdE+mtaxkhgsjj+2j+aieIw/43hPOxutbXYERiTqy9erP1V3TSDqX4+a/l7avvkfaBrVtz0EFim5EaJBFAUtvS2W7f47FykNTETf7/KR7jYWgldGJzRoBwNf91OwbNlgaI8qzufb9U9wzgn3sjqxs1/ff7ZWcn67KC7OjK73/YQQQoimTipsQkxPMqYh2HQfJ9hcJkfXrleKDbP69c/zqhp0PSGEEEKISNPaZuPLOsHQbsnZiLJ7u+k5gQrR61Mw1SvVuMBP02F9kRRCCSGEEKL5MU1ELyvBo+mUeXRDX7Kj/gEKtUmPVomzGq8riehCCCFCqT47zeTn5zNv3jzmzZvHggULANi/f//htnnz5kXqyxCNkNkcoOIsqvGcHeVeNOOjFx0TAiSip4a/EF3LNC9EV7dvMrTd2zOe7HhjcVeZR+eB1c5gD02IRk8pzMf25UeGdl1RJQ29ifH17EfV3U+h28yDAm2rlxH14gTwys+zQjSUlt7O0Kbm54FmPgdYk30ujTSTQvSq+OQGjc097FK0FPPnsBhXGUvXP80FhT8Z+u5Z5WRfpXHRoRBCCNHcSSF6iGnJxpdQAN30hm3JEmdT6Zli3AZq+d5qeZgRQgghRJPlOXO4abttxcem7U53oEL0uhdM9Uk131rzxwIpRBdCCCFE86PHmReiB1zgV4+dZupKURQ6m6Sib5VCdCGEECF2aKeZTZs2ceDAATZs2MCUKVNo2bKl33GDBg3C6XTW+I8Qh5gWorsqoDpweFROqflzT6cYHcUkTT1QAVQo6UkpaMnGHZ8t24yF6NFWhan9k0yvs2hHFUt2NiyYS4imyr7wLRSf8c+5t98Q9NYdIjAicSx8J59G1din0e3mO9Nbv/+KqJmPg8cd5pEJ0Tzo6W0NbYrHjVJ8wOTomu2r9JkWomsJDStEJyEJ18P/Qgvwd3eUz81/NzzPn/d+6ddeVK1x59fF6LrJykMhhBCiGZNC9BDzJrQwbe+kNawQHeAyk21cNB0WbJOXOUIIIYRomrynDzFNFrGu+sw0USRQwVRSPRLRe7Qw32lmbYG8NBZCCCFE82OWiE5lGcWV5ovw6rPTTH10TjAWoueUevGZRYMKIYQQQjRiZoXoAIrTWFB+SG6peahUV92JYlKwpKe0atjgjpGWZUxFV3dsAZMC28Gto7iyo3HuEuD+b0so99Q/1VSIpkg5sBfriiWGdl1VcY/8c/gHJILCd2JfqsZNQrdHmfZb16wg9u5ROF6djGXdt+CVoBsh6sosER1A3ber3tfaV+kj3e00XivA81pd6CmtqHz4X/g6nWTab9U1Xt00iwd3fABHPMd9vrua136raPB9hRBCiKZICtFDrCDavBC9g9fZ4Gtelh2DWdbn/NzKBl9TCCGEECKiYuPx9j3T0KyWFGNZv9rQHrAQvR7JnbE2lRMSjYVQy/dWSyGUEEIIIZod00R0XafcaR6W0CJUhegmz19uDXaWy05/QgghhGha9MSGFKKbJ6Jnus3P0VuEPxEdwJdpLERXPG7U3TtMj3/qtETTnQrzKnw8/VNp0McnRGNkX/gmis/4c423/7mmqb+i6fB1643r3snoDvNidKWiDNuKj4l+/u/E3jkSx8tPY/lxJbirwzxSIZoWLcDfjcq+vHpfq6ikgjjN+GfOnmxes1VncQm4HngOb+8BAQ+ZsO09XtjyBqr+x9zlo9+XsqVEFqYIIYQ4fkgheojtsZtv85LhLm7wNdvEWuifbkwMXVPgIUe2MhZCCCFEE+UddL5pu23Fx4Y2p9tYKJ5gU7CaRZzXoG8r4zNVvkvj633yglgIIYQQzYuekGTa7ip2mraHLBE90WbavkXeaQkhhBCiidGTzAub1BoK0XNMCtFbx6hEOw+YHq81okR0AHX7JtP21CgLE0412YEHeOnXCtmBUDR7Sn4e1q8/MbTrqor7kusjMCIRbNoJPXH9bQp6VEyNxymVFdhWfUb0Cw8fLEp/cQKWH5ZDdVWYRipE06GlmReiNyQR3VVk/vxlb3GMhegAdgdVdz6OZ/CFAQ/5vz2fM++Xf+LwHXzmcfl0bl1ejEeCr4QQQhwnmmQh+qJFixg5ciRZWVmkpaXRo0cPbrrpJvLy6r8qLtR2KPFoJvnlLV0NL0QHuCLb/Aec+dskFV0IIYQQTZOvWx+0FGPKk2XdNyil/s9OZonoiQ0olrok03zb4PdyXfW+lhBCCCFEo2aSiA7gLnGatoeqEL2TSSI6wGZJiRJCCCFEE6MlBUhEL6lfInpWghWlMN/0eN3kXVk4mCWiA1i2mReiA1zTKYYBJkFamg53r3LilUIs0YzZP3wTRTO+s/YOGo7eqnUERiRCQetyMq77pqBHx9bpeKXKhe3bpUT/6x/E3jESx/TxWFd/AVVS0yEEADFxaInGcE+1AYnovqIi844Az2v1ZrFSfeO9uEfeEPCQUQXfs2T9MyR6KgD4qcDD5LVlwbm/EEII0cg1qUJ0Xde55557uO6669ixYwejRo1izJgxnHHGGaxevZpdu+q/Ki7U9lRDvt040Zd0jIXoF3eIwmbyuzc/14Wuy4scIYQQQjRBqop3oDEVXfH5sK763K/NaVKInmyv/6Pt4AwHLaOM5y3c4aLKK89UQgghhGg+9HjzQnRvaYlpe1KICtE7JlhNIhtgqySiCyGEEKKJ0ZNSTduVAInobp/Orgqfob1jghW1cL/x+qoaMHU95BKS0FKNRfDqtt8CnqIoCtP6J2H2im5doYdXNlYEc4RCNBrK3p2G99cAusWK++LrIjAiEUpapxNxPTgNX9vsep2nuKuwff8lUTMfJ/aOkUS98MjB75vK8hCNVIimQU9rZ2hrSCK6UmpeiK4nBvFZSlFwX3ojVTeMRVfM35sNLtnIF2sn0Lr64Himri8zXYgohBBCNDdNqhD9pZdeYvbs2dx888388MMPPPvss4wfP56XX36ZDRs2cOqpp0Z6iAZ7K33stScZ2mPKAqzGq6MWURaGtokytG8p8bKuUBKkhBBCCNE0eQYZC9EBrMuX+P3a6TYpRG9AsZRVVbg0y5iKXurW+SxPtsoUQgghRPOhB0hE18vMC9FDlYgebVVoF2cxtG+WQnQhhBBCNDXRMegO41yd4jSfA9xe5sUsFLxjgER0PbklWMx3kwkHzSQVXd2ZAx53wHM6J9oY1yPetO+pH0vZVS7PfKL5sX84B0U3SUMfPAI9NT0CIxKhpnXojGvCLCofnIZ72KUBd8gIRPG4sf74NVEvP0XsnZcSNfVBrF9/AhWSnCyOP1p6W0ObcmAfeOtX92QrMw8D1YJZiP4775BLqLrjcXSbzbS/R8UuVvw4nq4Ve/Dp8Ow6+bMthBCi+Wsyhegul4vJkyeTmZnJpEmTsFiME1ZWa+RexgQSqBDdVsO2fHU1OttYNAUHU9GFEEIIIZoivWUG3m69De2W3dtRjkiGKjZJRE9ymGVr1u6K7BjT9vm5sj2mEEIIIZqPQInoqkkhukWBBFvDnq3qokui8R3eVkmHEkIIIUQTpJsUHwZKRM8tM3/eyYq3+r33OnztlFbHNrhj5MsyFqIrPi9q3rYazxvbI57OJs97FV6d+74tkZ2dRbOi7N6O9dulhnbdasN90TURGJEIG9WCdkIv3NfdTeXU96h8+F+4z70crUXLel1G8Xqwrv2GqFmTiL1zJFHP3o/1q8VQ5gzNuIVoZLR0YyK6omso+/fU+RoeTSeuwmnapycmN3RoNfL1HYTr/ufQY+JM+ztUF7L8p8fpV7KFd3Iq2SbvvYQQQjRzTaYQfdmyZTidTkaMGIHP52PhwoVMnTqV119/ndzc3EgPL6C9lRp7HUmGdqWkCDRjAVV9nN8+ilircVLw/W2V+MwiFYQQQogQmjt3LklJSTX+c/HFF/udU1paykMPPcRJJ51Eq1atOPnkk3n00UcpL6//VoRLly7lggsuoG3btrRr144LL7yQr776KuDxW7du5c9//jPZ2dmkp6czYMAAXnvtNZkIaQS8/c8xbVd3bAFA13XTQvRks31/66BvSxuZ8cZFjp/mVVFikrwuhBBCCNEU6XEJpu3WCmMhepJdRVFCV4jeyaQwab9Lw2nyjCeEEEII0ZjpiWaF6AWmx+aU+kzbO8ZbUIuMiehaStqxDe4YaSaF6ADq9k01nuewKEztn2Ta98muKhbtkF0IRfNh/+ANFJM5Bc/ZF6G3iOxiEhFGqorW5WTc19xB5XPvUPmPmbiHX4lWz0R8xefD+vN3RL0+hdi7LiPqmXuxfrHwYG2JEM2UWSI6gLovr87XyK/0keZ2Gtp9qhVizHdqCQatSw9cD/8TLTnVtD/FW85n657m/AM/8ux6SUUXQgjRvDW+CPEA1q5dC4DFYmHAgAFs3br1cJ+qqtx+++08+eSTtV6nqiq8Lzf2lHvYazeusFN8XqoL96PHJzX42iowvK2N+dv9t8DbW6nxxa5yBqaZbwMjws/tdvv9W4hwku8/EQxRUcYtZo928skn88ADD5j2LVy4kI0bNzJ06NDDbRUVFYwYMYKff/6ZIUOGcPnll7N+/Xr+9a9/sXLlSpYsWVKn+wK888473HbbbaSmpnLVVVcBsGDBAkaOHMns2bO55JJL/I7/7bffOPfcc6mqqmLkyJFkZGTw2Wefce+99/Lbb78xZcqUOt1XhIavY3fTdnXHFnx9BuDy6ZjVhyc7GlaIrigKl2fHGLbGq/bBoh0uru0c26DrCiGEEEI0KjY7elQMSpX/ri+OylLDoQ19rqqrLonm76y2lnrp29Ie0nsLIYQQQgSTlpTC0fEGqtO8YDA3QBJmttWFUmXc7TjSRay+TPNCdMu2TXjPrvncgekOrukcw9wtxh0HH1jt5KzWDhIaGCohRGOh7srF9t0XhnbdZscz4uoIjEg0CqqK1rE77o7dcV/5V9QdW7B+/xXW779Ezd9d58somob1lzVYf1mD/sY0fF174Dt1MN5TBqEHKHoVoikyS0QHUPftwnwJn1G+SyPNbQxacMUmgRra5w2tbTauR2cS/ex9qHt2GPpjNDfvb5jK7d5StvW4kqyEJlOmJ4QQQtRLk/mEKyg4mB4wY8YMevbsybJly+jSpQvr16/nnnvuYfr06WRlZXHTTTfVeJ19+/bh8XjCMWQA9lRGs9eeZNq3f9NGqtLMV/fV1cAYlfkYi/Te/KWIDlJ02ujk5xsTLYQIF/n+Ew1ls9nIzMys9bgePXrQo0cPQ7vb7WbWrFlYrdbDReIAL7zwAj///DP33HMP48ePP9w+fvx4pk2bxsyZMxk3blyt93U6ndx///2kpKTw1Vdf0aZNGwDuuecezjzzTMaNG8eQIUOIj/9jxfu4ceMoLS3lvffe45xzDqZvP/zww1xyySXMmjWLK664gtNOO63We4vQ0DPaodsdKO5qv3bLzi14gOJq89T6pGMomLoiO9pQiA4wP1cK0YUQQgjRfOjxiYZC9FiTQvQWIS5EN0tEB9js9EghuhBCCCGaFD2phaFNqSgFjxts/s81OSaF6G1iLMSWHDC9dqQT0YmNR2vVGnX/Hr9mdVvNieiHTOibwCc7qyg8atebvZUaE34sZUq/pGCNVIiIsH8w27TdM+QSKRQWBykKWmYX3JldcF9+M+quXKzff4n1+69Q9+6s+2V0Detva7H+thb7W/9E63Qi3lMH4+07GD1FkvdF06a3ao2uKIbdJeqTiL630ke2SSG6NyE5LEVxekorKh/+F9HTHsKyZYOh34rGK7/N4v3ZFWTdeQuEcBdCIYQQIlKaTCG6ph18SWG325k7dy4ZGRkA9O/fn9mzZzNw4ECmT59eayF6enr9tj86FmUejUpfMXscxkR0gNZRNjztzFf31dWoNjpP5BRTdFRB1pdFNv7ZuhUOizzANAZut5v8/HzS0tKw22VCVYSXfP+JSFu8eDFFRUWMGDGCVq0OvhDTdZ0333yTuLg47rvvPr/j77vvPl599VXmzJlTp0L0Dz74gJKSEh588MHDRegAbdq04ZZbbmHSpEl89NFHh4vgt27dyqpVqxg0aNDhInQ4+Izx8MMPc+GFF/LGG29IIXokqRa0ttlYcjf6N+88uCNOcbVJHDrHltzZNcnGyS1s/Fzkv2Bx+d5q9lX6SI85OttKCCGEEKLp0eMS4cBev7a4KrNE9NC+T+oSoBB9a4CUUCGEEEKIxkpPMi82VUqK0FP95yTNEtGzEiwohfvNr90Iigt9WV2Nhei7t4G7GuyOGs9tEWXhqdMS+euKYkPfqxsruLJjjCxCFE2WumML1h+WG9p1uwPPiKtMzhDHPUVBa98Rd/uOuEfdhLJ7++9J6V9hycut+2V0HcuWDVi2bMDxnxn4Onb/vSj9TPSWGSH8AoQIEZsdPSUNpWCfX7Oav6vOl8h3+TjD7TS064nGBYMhE5eA6/7niHrxCaw/rjQ9ZNSa/1D4WjmOv9wNqsw7CiGEaF6aTCF6QkICAL169TpchH5I9+7dyczMJDc3F6fTSVJSUsDrREUZ08NDZWfVwUKmvXbzQnRHZRmWYxxPFHBZVjWv/lbh117i0fm6AEZ0CN/XK2pnt9vD+j0oxJHk+09Eypw5cwC4/vrrD7fl5OSwd+9ehg4dSmysf9p0bGwsp59+OkuXLiUvL4+2bWvePeTrr78GYMiQIYa+oUOHMmnSJFauXHm4EL2m48844wxiY2NZudL8BYEIH61DJ2MhekE+lJfidJtPciUd43a+o7OjDYXomg7/3ebi9hPjjunaQgghhBCNgR6faGhLdBsL0Y9lp5m6SItWibcplHn8gxU2O6UQXQghhBBNi56UYtquOAv9CtGrfTp5FT7DcR0TrKiF5ruZ6pFORAe0zK6w+gu/NsXnQ92Vg9axe63nX9kxmnlbK/lqr//Ohzpw98pivry4FTZVQrVE02P/779N2z3DLg1v4aNosvQ2mXjaZOIZeQPK3p1Yf1h+sCh9x5Z6XceS8yuWnF9xvP0ivqyufxSlp9U8tyZEY6Klt0M9qhBdqU8ieoWPdJNEdFtymP8+tjuouuNxHHNewPblItNDUlYsxOtyUnXbw7Uu6hNCCCGaktDOKgVR586dAUhMNE6YHdleVVUVtjHVZm/lwRdKex1Jpv2KsyAo97kiO9q0fX6uKyjXF0IIIRpq586dfPXVV7Rp04Zhw4Ydbs/JyQEgOzvb9LxD7YeOq8mhYzp27GjoO9R25HVqurfFYqFDhw7s3LkTr1eKYCLJ16Gzabtl59aAiejHWjB1WXYMZtNe83Mrj+m6QgghhBCNhR5nfK/Wwl1maDuWnWbqQlEUOpukoksiuhBCCCGaGj3JvMBJcRb5/Xp7mRdNNx7XMcEaMBFdawSJ6FpWV9N2y7ZNdTpfURSePyMJh0no5y/FXl7+tfxYhidERKi5v2Fdu8rQrjuicA//UwRGJJo6PaM9nouuxfXELCqemUv16NvwZZ1Q7+tYtm3C8e4rxN5/LdGP3oxt4ZtYNv6Euml9rf8oW38JwVcmRN1o6caFE6qzEKrqNj9X6izDoRvfKdlamC8YDCmLleo/j+PABdcFPMT6w3Kin70fKozv5IQQQoimqskkog8aNAiAzZs3G/o8Hg+5ubnExsaSmmq+BV4k7Kk8WCSVb0tEQ0HF/w2T4iwMyn1Oa2WnfZyFneX+SQof73JR5tGItzWZ9QZCCCGamblz56JpGldddRUWyx+zDaWlB1MXAy0wO7QTyqHjanLomEPnHCk+Pt5wndruHR8fj6ZplJeX17jLiggtrb15Ibq6YwvFHc0nwI61YKpNrIX+6XZW7nP7tf9Y4CGnxEtHk2IpIYQQQoimRE9IMrQl+Kqwax7cqu1wW6gL0QE6JVr5scB/N5qcUi9eTccqqZhCCCGEaCL0RPMCJ9VZwJGzdrkBFtxlJVhRTBLR9ehYiIn8Dn2+zC6m7WodC9EBOiZaua9nAk/+aHzX+8y6Mq7qFENKlEmluhCNlH1BgDT0c0aByc9cQtSHntYGz4ir8Iy4CuXAXqxrVhxMSq9nobhl51YsO7fW/b7xiVRM/7C+wxUiKPT0dqbtav5utADBVUfyFAWovYrUDhWKQvSVNzGnNJZrvn4ZC8bViJZN64h++i6q7n0GvUXLCAxSCCGECK4mU6GclZXFkCFDyM3NZc6cOX59U6dOpaSkhBEjRmC1Np4CoUOJ6D7Vwn6bsThODVIhuqIoXG6Sil7lg492NJ6EeCGEEMcXTdOYO3cuiqJw7bXXRno4oonR2mahK8ZHVXXnVpwBEtGT7cdesDQ6O8a0/T1JRRdCCCFEM2CWiA6Q4vFPoky2h/6VYZdEm6HNo2EIWhBCCCGEaMy0JPNC9KPDqHICFKJ3TLCimiSiN4Y0dACiY9EyjMVh6va6F6ID3HVSHCckGedwS906z6yVNFDRdKhbf8G6frWhXY+KwT18dARGJJozvWUGnvNH43p0BhVT36X6mjvxdemBrsjibdG8mCWiA6j7dtXpfL2kyLRdi1Qh+u/6XnU5fzrpHlyq8R0YgCVvG9ET/g9lz44wj0wIIYQIviZTiA7w3HPP0bJlS+666y6uvPJKHnnkES6++GKefvpp2rVrx4QJEyI9RD97K/6YONvjSDb0BysRHeDyAEVT86VoSgghRIR8+eWX5OXlceaZZ5KZmenXdyi9vKSkxPTcmlLOj1ZTenpZWZnhOrXdu6ysDEVRiIuLfOLQcc0RhZbR3tCs7tiC021eiJ4UhOTOizOjMdtMZn6uC1032T9ZCCGEEKIJ0ePNC9FTPf7FP+FIRO8cYLeZzSUe03YhhBBCiEYpNh7dZiwuUo4qiMotNV9slxVvRSkySURPSQvO+ILAl2ncnVDdvQOqXXW+ht2i8OwZSaZ9r/1WwVZ5BhRNhP2/AdLQz7scAiz8FSIY9Bat8Jw7CtfD/6Ry2nyqrr8Hb7fepoE+QjQ1WoBEdGVfXp3Ot5QWm7brES5Ebx9nJbH/mZzf40GKreY1XWrRfmKevBO1nrseCCGEEI1Nk3oqzcrK4osvvuDqq69m7dq1vPzyy+Tm5nLLLbewbNky0tIaz0sZ+CMRHWCfPcnQH8xC9O7JNronGyfwvtxTzX6XJEkJIYQIv0M7mFx//fWGvo4dOwKQm5treu6h9kPH1eTQMTk5OYa+Q21HXqeme/t8Pnbs2EGHDh0a1S4rxyutQydDm7p3J+UVxkkumwqx1mNPAUl2qAxrE2Vo31rqZV2hTIgJIYQQomkLlIjemArRt5SYp4UKIYQQQjRKioKeaExFP3oOMLfM+IzTNtZCND6UYuN8od6ikSSiA1qWsRBd0TXUHVvrdZ2B6Q5GtDe+d/Pq8NgPxpARIRobddN6rL/8YGjXY2Jxn3dFBEYkjld6UgreoSOp+vtUKv/5PlU3/g3vSaeiq02q/EeIw/SUVuhW48K+uiSiezSdmIpAhejGwNBwG9czntXJXRnc+zF2OcwL45WKUqInj8Py06owj04IIYQInib3JNq2bVtmzpzJpk2bOHDgABs2bGDKlCm0bNky0kMzOLIQfY8jydCvOAshiMmao01S0X06fLCt7okEQgghRDAUFRWxZMkSkpOTufDCCw39HTt2JCMjg9WrV1NRUeHXV1FRwerVq+nQoQNt25pvxXakAQMGALBs2TJD39KlS/2Oqe34b775hoqKCr/jReRoHTob2hRNI2GfcYu6ZIeKEqTtKEd3jDZtf1d2mhFCCCFEExcoET3lqEL0FmEoRM+Ot2L29CaF6EIIIYRoavSk2gvRc0qNzzhZ8RaU4gMounH3P60xJaKbFKIDWLZvqve1Hu+bgFmWxOKdVazcV13v6wkRTvYF5mno7vOvhNj4MI9GiIP0hGS8Z11I1X1TqPjXAqpuegBvz37oFglbEk2IakFr1cbYXIdE9P0ujXS307Qv0onocDAV/drOMfwa25ZBvcfzS4zx6wRQ3NVE/fMRrF8tDvMIhRBCiOCQp88Q8k9EN660U3xeKC+B+KSg3O+y7GjGrzEmBszPdXFr97ig3EMIIYSoi7fffhu3282NN96Iw+Ew9CuKwnXXXcczzzzDlClTGD9+/OG+KVOmUF5ezrhx4/zOqaysJC8vj+joaNq1+2OLtksvvZTHHnuMV155hWuvvZY2bQ7+AL97925mzZpFSkqKXzF8586d6d+/PytWrODzzz/nnHPOAcDtdvPUU08B5inuIvzMCtEB0vbnQKz/IoUke/CKpc5rF0WcVaHc679g8L+5Lib0TcSiBqfgXQghhBAi3AIVokciET3KqtAh3sL2Mv+d/KQQXQghhBBNjWkheskfhehVXp28cuPuxR0TrCiFe8yvmdKIEtHbd0JXVEPBvLqt/oXonRJt/OWEWF7ZWGHoe+T7EpZe2BI1SGETQgSTZeNPWDf+ZGjXY+PxnDsqAiMSwkRcIt4zh+M9czhUlB1cMOSqW2ihWRq1EOGkp7eFPdv92tR9uw6Ge9bwbLCv0keau8TQ7rE6IMoY5hkJY3vE89aWSvKiUjir9z9YsOF5BpYYn6MUTSPq9Sm483LxjLja9BlTCCGEaKykED1EfJpOvuuPFzJ77Emmx6nFhWhBKkRvH2fljDQ73+S7/dq/O+Bme5mXzHj57RZCCBEeb731FlBzQffdd9/NkiVLmDZtGuvXr6dnz56sW7eOZcuW0adPH8aMGeN3/Jo1a7jooosYMGAAixf/sRo8KSmJKVOmcNtttzF48GAuvfRSABYsWEBRURH//ve/iY/3TyN57rnnOO+887jmmmu49NJLSU9P57PPPmPjxo3ccsstnH766cH6XyGOga99J9P2dgXbIHawX1swi6VirCojOkTxTo7/C9p9Lo2v97kZ3Nq4uEIIIYQQoinQ4xpPITpA5wSrFKILIYQQosnTTNI2lVIn+LxgsbK93IvZ/sgdE6yohfnm12xEiehExaC1bo9l93a/ZksDCtEBHugVz9s5lZS6/f+v/FTgYX6ui9EdG0fRmBCH6Tr2/wZIQx/+J4iODfOAhKiD2Hh8J/aN9CiEqDMtvZ2hTaksh7ISSEgKeF6gQnR3fHKNBezh1CHeyjWdY3hjcyXFtjjO7/F33to4g5EFP5geb//sfWxLP8R7xjA8549Ga5cd5hELIYQQ9ReeWaXj0P4qDd8R70/2OIyJ6OCfiBAMl2dHm7bPz63bSlchhBDiWK1Zs4Zff/2VU045hRNPPDHgcbGxsSxevJgxY8awefNmpk+fzubNm7njjjv48MMPiY42/0wzc+WVVzJ//nw6d+7Mf/7zH+bNm0fXrl1ZsGABI0eONBzfrVs3li5dyvDhw/nss8946aWXUBSFZ599lmeeeaYhX7YIhbgE00m3jsXbDG1JQS6WCjTh9V5uZVDvI4QQQggRVrFx6CaTcClHFKIrQII9PBN1nZOMoQkFVRrF1ZrJ0UIIIYQQjZNpIrquo5QUA5Bbar7QLivBilK03/yajSgRHUDL6mpoU/btApcx2bw2KVEW7usRb9r3xJpSXF6zsn0hIsfy6xosm9cb2vX4RDzDLo3AiIQQovnR0tuatqv7dtV43j6XeSG6lmBeoxUp43rEY/39dVuVxc7oE+/m5YwhAY9XfF5sX39CzCN/IWrKfVh+/v5gOrwQQohmadGiRYwcOZKsrCzS0tLo0aMHN910E3l5eYePmThxIklJSQH/2bFjRwS/AklED5l9lf5pTvsCJKIrxcEtRB+ZGc0D35Zw9Dua93IqubdHHEojWfEnhBCi+TrllFNwOp11OjYxMZGJEycyceLEWo8dNGhQjdcdNmwYw4YNq+MooXPnzrzxxht1Pl5EhtahkyEZqmvpTlRdQ1P+KD5PCnKx1OAMB6lRKgVV/kVQC3e4eLZfElFWeaYSQgghRBNksUJMPFSU+jW3PKIQPcmhoIbp/VHnBPOtv7/f7+bcdlFhGYMQQgghxLHSk1JN25WSQvQWLckJUIgeKBFdV9SA14wULbMrfP2pX5ui66g7tqCd0Kve17u1exyzfqtgZ7n/fGpehY+Xfi1nbIBCdSHCrqY09AuugmhJ8BdCiGAwS0QHUPfloXU5OeB5+yo10t1OQ7sluQWNKebgyFR0AE1R+b8uf2GvI5nx29+v8Vzrhu+xbvgeX9tsPMNH4+03FKzm79SEEEI0LbquM3bsWGbPnk1WVhajRo0iLi6OvXv3snLlSnbt2kXbtv6Lta666irat29vuFZiovmOuOEiheghsqfC/8VJuBLRU6IsDGnj4LO8ar/2TSVeNhR7ObmFPIwIIYQQounwte+M9ceVfm0xmpuulXvYGPvHA3dykBPRrarCpVnRzNron+pU6tb5fHcVF3Woe2K/EEIIIURjoscnohxViJ56RCF6sj18GyiaJaIDXLuskEf7JHD7iXFYVFkAKIQQQojGTU9qYdquOIsA80R0BciKt6IUGhPR9eQUsDauKVxf9gmm7ZZtmxpUiO6wKIw/JYG/fFVs6Ht+fRnXdo6hZbSl3tcVItgsP3+HZesvhnYtIRnP0EsiMCIhhGie9AYmoudXeGjlLjW0W5NTcAdlZMEzrkc8c7dU/hEsqig8mXkZ+x1JzNjybxSt5tJ5S14ullmT0N6bhWfYZXjOvgjiEkI/cCGEECHz0ksvMXv2bG6++WYmT56MxeL/c7DXa3yfcPXVVzNo0KBwDbHOwjezdJzZe1Qier4tEQ3jxJlSXBD0e1+Rbb7yen5OZdDvJYQQQggRSlqHzqbtPcv9txUKdiE6wOgAz1TvyTOVEEIIIZowPc6YipFyZCF6CJ6rAumaaF5g5dbg0R9KufjTAnaWmyeICiGEEEI0FnpSimm74jwYRpVb6jP0tYm1EGVVUMwS0VukBXeAQaC164huMRaGq9s2Nfial2ZFc2pLY4BWmUdn0toykzOECLMa0tA9I64Gh4SVCCFEsOgJyejRsYZ2NT+vxvMqnU6sZtnnieZhoZHUId7K1Z2Nc4+vZAzh8ZHP4u17JnoddilUnYU45s8iduxo7G++gJK/OxTDFUIIEWIul4vJkyeTmZnJpEmTDEXoANZGtki9Jk1npE3M0YXoPtXCflsC6Z4Sv3a1pCjo9x7ePooYq0Ll4WV0B72/zcVjfRPCtr2yEEIIIcSx0jp0Mm3vXb6Dt9MGHP51UgiSO/u2tNEhzsKOo7YI/jSvihK3RmIY00KFEEIIIYJFTzAWoqdGqBC9ZbSFgel2vt5nnlG1cp+bAR/s55l+SfypYzSKvNM6bqhbf8Hx7iuoOzZDLYlgwaJHx+I7oSfegefjO6kvqJLCKoQQom4CFaKrzoNhVDkmiejZCVbQdVSTQnQtpVVwBxgMdgdamywsO7f6NVu2N7wQXVEUnjw1kfOWGEO7Zm+q4NZusXRNkp2eReRY1n6DZdtvhnYtsQWeIRdHYERCCNGMKQpaelssRy1yU2pJRPcVG3dXgYN/VzdG43rE858jU9F/N6k4jSv+/A8yR+dj+2w+tuUfo7iraryW4q7C/r8F2JZ+iPeMoVRfc6ckpAshRBOybNkynE4n11xzDT6fjyVLlpCTk0NiYiJnnXUW2dnZpuetWrWKNWvWoKoq2dnZnHXWWcTFxYV59EZSiB4ieyqNEyT5jiRDIXooEtHjbCoXtI9ifq7Lrz2vwse3+W76pzuCfk8hhBBCiFDQW7RCj01AqfDfVq9X2Xa/X4eiYEpRFK7IjuHZ9f4JTNU++GiHi2s6G5MZhBBCCCEaO7NE9FRPGeg6KAotwliIDjBrcAuu+LyQDUUe0/4yj86YFcUs2eliWv8kUqKkOLhZ0zRsn7yLff4sFJ8xPTaUFHc16uovsK3+Ai0pFe+Ac/AMPB+9dYewjkMIIUTTo8clolsshs8uxVlElVdnd4XxM61jggUqy1GqXIY+PaXxJaIDaFldDYXoav5uqCiD2PgGXfP0NAcjM6P5YLv//wefDv/4oZR3hpkX+QsRcrqO/b+vm3Z5LrwG7DLfLoQQwaaltzMUoqv5eQcXqKvm76vUkkLTdr2RFqJn/p6KPmez/+7LXh2eX1/GCwPa4L7ubtyX3ojti4XYPv9vrQGniq5hW/U5lu2bcf3tmUb7LCmEEMLf2rVrAbBYLAwYMICtW//4eVtVVW6//XaefPJJw3kTJ070+3ViYiKTJk3iqquuCul4ayMxjiFydCI6QFGM8UHn0LZ8wXZ5tvlWYO/lVpq2CyGEEEI0SoqCzyQVvVf5joPFUr8LVXLnFR0DPVMZJwmFEEIIIZoCPd5YiB6teYjRqgFICnMhekaMhaUXtuTuk+KoKe980Y4qzvhgP5/tqjkNSjRh5SVEvfAwjndeCnsR+tFUZwH2xfOIffAGop8Yg3XphweL7IQQQggzqoqekGxoVpyFbC/3opuckp1gRS3cb3o5vTEmogO+rK6m7Zbtm4/puo+dkoDN5BH0011VfLWn+piuLURDWdZ8bVh4AaC1aInnrAsjMCIhhGj+tLS2hjbF40EpMn9m8mg6UeVO077GWogOB1PRrSYvweZuqWRH2e876cQl4LnoWiqfe5uqmx/A1zar1uuqe3YQPeH/UPNygzxiIYQQoVBQcDDAesaMGSQkJLBs2TLy8vJYsmQJnTp1Yvr06bz22muHjz/ppJOYPn06a9euZd++faxbt45nnnkGRVG4/fbbWbJkSaS+FEAK0UNmn0khekWs+UuoI4uogmVI6yiSHcYnlw+2u3D7gn8/IYQQQohQ0Tp0NrSleMtpW/1HAkCSPTSPtV2TbJzcwrgF8PK91abPe0IIIYQQjZ1ZIjr8nopO6Bb41cRhUXj81EQ+Gp5K+7jAief7XRqj/1fIuFVOKjzG3QhF06Vu/YWYR2/BuvabSA/FwJKzkag5U4m9+zIcMx7Hsm41+LyRHpYQQohGRk9KNbQpJYXklJh/ZmTHW1GK8k37tEaaYqllmheiq9s3mbbXVVaClVu7mW8j/sj3JWghmEcVokaahn3Bv0273BddK2noQggRInq6sRAdQN2XZ9q+36WR5i4xv1YjLkTPjLdyVacYQ7tXh6lH7dKMzY530HBcT76O62/P4D2xb43XVosLiH7qTtTf1gVzyEIIIUJA0w7OcdjtdubOnUufPn2Ii4ujf//+zJ49G1VVmT59+uHjL7roIq699loyMzOJioqiQ4cO3HrrrbzxxhsApunp4SSF6CGyx6QwqSrBuH2c4vNCufmD0bGwWxRGZhoTPIurdZbtkeQoIYQQQjQdZoXoAL3Ktx/+b7MFeMFyhclOM5oOC7ZJKroQQgghmh6zRHSAVE85EJlC9EMGpDv4+pJWXNPZOBl3pNc3VTDow/38cMAdppGJkNE0bEveJvrpu1ADJJw1ForHg+27L4h+/gFixl2J/Z2XUXZvj/SwhBBCNBJ6kskcoLOQ3FLzQvSOiVaUJpaIrrXNQrcaAxss246tEB3gvp7xpu/3fi7y8PZW2e1ZhJflh+VYTNJktZQ0vGdeEIERCSHE8UELWIi+y7Q9v9JHuttp2me2W01jcm9P81T0t7ZUsrPc5PlRUfCdfBpV9z9L5YTX8Aw8D91iNb22UllB9LN/w/LD8iCPWgghRDAlJCQA0KtXLzIyMvz6unfvTmZmJtu2bcPpdNZ4ncGDB5OVlcWvv/5KaWlpqIZbK/NPJXFMKjwapW7j6nzN5CUUgOosQotPCvo4rsiO4d+bjC9n5ue6OL+dsaBKCCGEEKIx8rXvZNreu3w7H6WeAoS2YOqyrGge+6HUsI3ye7mVjDnRPK1JCCGEEKKxClyIHrlE9CMl2FVmDEzm/HZR3LPSSWG1efJ5bpmP8xYfYFyPeO7vFY9NDd3CRBEi5SVEvTIR67pvAx6iKwre04dAVM2LE46Zz4vl5+9RnQV1Olx1FmJfMg/7knn4srvhGXg+3n5DIDY+tOMUQojjgK7rLFq0iFdeeYUtW7ZQWlpKmzZtGDhwIPfccw+ZmZmRHqIpPcmYuqmUFLGt1LhwTgEy46yohU0rER2bHa1dtqHwXA1CIXqSQ+X+ngk8+J0xvOvJH0sZmRVNjFXy1UQYaD7sC2abdrkvvg5MFmMIIYQIDi3NvBBdCZCIvrfSRyuP8dnB44gBR1RQxxZsh1LR39ziX9Pl1eH5dWVMGxC4kF5r35HqWx7EfdlfiJr6EJZdOYZjFI+HqOmPUX3dPXiHXhL08QshhDh2nTsfDGRMTDSfsznUXlVVe+h0SkoKubm5uFyuwwXu4SaF6CGw1yQNHcDSwrgtH4DiLIB22UEfR780O21jLeRV+I9nyc4qyj0acTZ5YSOEEEKIxk/PaIdud6C4q/3ae5XtOPzfifbQPde0jbPSP93Oyn3+E4c/FnjIKfHSMVEeqYUQQgjRdOhx5i81Uw4Voofwuao+LuoQzWkt7dy1ysmnu8xftPp0mLKujK/2VPPuOSkkRbiIXtSdumUDUTOfqDEFXUtMpvqvj+Lr3ic8g9J8WH5Zg3XFJ1h/XIHi8dTpNEvuRiy5G9H/Mx1vn4F4B56P76RTIEAymRBCiJo98sgjzJgxg/T0dEaMGEF8fDwbNmzgjTfe4P333+fTTz+le/fukR6mgZZokoiuaZQVFAP+4VCtYyxEWRXTRHQ9KhpiGm/wgZbZ1ViIXrAPypxwjKFbN50Qy6yN5eSW+c9r7qnUmL6hnPt7RWYyXRxfrKu/xLJnu6Fda5mBd+D54R+QEEIcT2Li0BKTUUuK/ZoDJqK7NLq7jYXo3kaehn7IvT3jmbe1Eu9RSVhvbankxhNi6Zlir/F8PSUN10MvEPXCI1h/W2voV3SdqDlTcZcU4r70RlAkxEEIIRqTQYMGAbB582ZDn8fjITc3l9jYWFJTzWuOD6moqOC3334jNjaWlBTzoOxwkNmZENhTaZ7UFJUSqBC9MCTjUBWFUVnG5PNKr87HO2tfKSGEEEII0SioFjSTRXu9yrcDkGBTsIY4AfOKbPMExvnbZGtgIYQQQjQtjT0R/UhpMRbeHtqCF/onEWu2X/Hvvjvg5umfIrflpKgHTcO25G2in76rxiJ0b/c+uJ54NXxF6ACqBd/Jp1F9+z+oeOG/VP15HL6OdS90VLwebN99QfTzDxAz7krs77yMsnt76MYrhBDNUH5+Pi+++CLt2rVj9erVPP/88zz++OO8//77PPnkk5SVlTFjxoxID9OUHmBXZE+RcQ6wXZwFwDQRXWuR1qiLhHxZXU3bLduNE+f1ZbcojO9r/qz6ws/l5AcIAhMiaHxe7B/MNu1yX3I9WGWhoRBChJqe1s7QpuYHTkRPczsN7Uqicaeaxigz3sqfOhnnH706jFhSwOd5dajriomj6m/P4Dn1rICH2D+cg+P1KeDzHsNohRBCBFtWVhZDhgwhNzeXOXPm+PVNnTqVkpISRowYgdVqpaysjK1btxqu4XK5uPvuuykrK2PkyJFYI/gzS+OZWWpG9gV4ERLfKryF6ACXdzQvmnovV4qmhBBCCNF0aO07G9o6VBeS7CkPS/LlJZnRmG0m816OC13XjR1CCCGEEI1UoET0lu6DhdzJjsZV+KQoCjd0jWXFJa04rWXgJKglErrQ+JWXEDXtIRzvvISimQd56IpC9aU3UnXflIAFfWERG4/37Itx/WMmFRPfwD3iarSkmpNnjqQ6C7EvmUfsQ38m+vExWJd+CBVlIRywEEI0Dzt37kTTNPr162fYmvr88w8mERcUFERiaLXSkwN8bpnMAbaJPViIbpqIntIqqOMKNi1AIbp6VEp6Q13UIYoz0ozPfBVeXRYeipCzfrvMNHVXS2uDt/85ERiREEIcf7T0toY25cA+8Bp3Lct3+Ug3SUS3JDeNQnSAv/WMx2LyKq7cq3Pl/wp57bfy2i9is1N9+6O4h10a+JDlS4j65z+gWt6fCSFEY/Lcc8/RsmVL7rrrLq688koeeeQRLr74Yp5++mnatWvHhAkTACgqKuLUU09l6NChjBkzhvHjx3P77bfTt29f5s+fT/fu3Q8fGylSiB4CewMUordIS0U3STEIZSH6SclWTkgyrnRYuruagipJDhBCCCGakrlz55KUlFTjPxdffHGt11mxYkWN15g7d24Yvpr68XXoZNreq3wHSfbQP9ImO1SGtYkytG8t9bKu0PjySwghhBCi0YqJQ1eNz08pvyeit2hEiehHyk6wsuSCVB7tk4BZOHpehY/9LnnX1VipWzYQ8+jNWNd9G/AYLbEFVQ88j2fkDaBawji6mumtO+AefSuVU9/B9bdn8Jw+BN1mq/P5ltyNRM2ZSuxdl+GY8TiWdaslhUwIIQLo2LEjdrudb7/9ltJS/6LjTz75BIDBgwdHYmi10hPNC9GTXMWGtraxFvB5UYqNRfV6SlrQxxZMWutMdJuxUNwSpEJ0RVF48lTzhZNvbqnk12J5DydCpMY09BvAImnoQoima9GiRYwcOZKsrCzS0tLo0aMHN910E3l55knjkaSlGxPRFV1D2b/H0H6gvJoUj7FQO6IL2+spM97KjV1jTfs0He79poSHvyvBp9USiqVacF97F9WX3xLwEOvaVUQ/cy+UG4v3hRBCREZWVhZffPEFV199NWvXruXll18mNzeXW265hWXLlpGWdvAdQXJyMjfffDO6rvP5558zffp0Fi1aRHp6Ok888QRLly6lRYvILsSSn5hCYE+F+aRXRrwDPT4JpdT/pZMawkJ0RVG4PDuGJ3/0f2Hn0+HD7S5uOiEuZPcWQgghRHCdfPLJPPDAA6Z9CxcuZOPGjQwdOrTO1xswYAADBw40vU9jY5aIDtCrfDs/OvqEZQxXZEfz8S5jUsB7uS56pQZO5xRCCCGEaFQUBT0+EaXE//1U6u+F6IlhWOTXUFZV4d6e8SQ7VMZ94zT0/1Tg4bx2jaeAWQCahu2Td7G/90rAFHQAb/c+VP/1EfTGvH22asF38mn4Tj6N6ooyrN99ge3rT7Fs/aVOpyteD7bvvsD23RdoSSl4LroWz5BLwGRhiBBCHK9atGjBY489xiOPPMJpp53GBRdcQHx8PBs2bGD58uXcfPPN3HrrrbVep6oq/EmPanQcZnsUZ7idhrY0h447fw9xuvGz0Z3YIiLjrw9H22xs237za1O2/Ra0cZ8YD5d2sLNgh9uvXdPh4dXFzDsrISj3CTa32+33b9G0OFZ+impS5OhNa0t57wHQyP9cyvefCIaoKGMYj2jadF1n7NixzJ49m6ysLEaNGkVcXBx79+5l5cqV7Nq1i7ZtjQnkkWSWiA6g7svD17qDX1t1sRMVY4G2npAckrGFyoRTE9lc4mX53mrT/hm/lLOtzMusM5OJNdu++RBFwXPRNehJLXC8PsX0PYxl6y/EPHknrvumNPoFkEIIcbxo27YtM2fOrPGYhIQEpkyZEqYRNYwUooeAWSJ6ikPFYVEOrrw7qhA9lInoAJdnRxsK0QHmbK7kz11isaiNa8tlIYQQQpjr0aMHPXr0MLS73W5mzZqF1WrlqquuqvP1Bg4cyIMPPhjMIYaM1i4bXVUNL016le1gW5hSO89vH0WcVaHc6/9S6/3cSp7omyDPVEIIIYRg0aJFvPbaa6xbt47KykrS0tI49dRTefzxxxvVxJ4enwSGQvRyEu1Kk3im6ZdmvgjwpwI357WTifNGo7yEqFcm1piCrisq7kv/jOeiaxpVCnqtYuPxnn0x3rMvRtm7E9vXn2Jd+SmqSbKtGdVZiOPNF7CsX03VrQ9CnHnyqxAiuOr6OV1aWsqkSZNYuHAh+/fvJy0tjZEjR/LAAw8QFyfhPqH2f//3f7Ru3Zq77rqL119//XD7GWecweWXX47VWvvU5r59+/B4wpycrflIRkE5qhgqvdppONRRWUTBxt8wW351QLdQvGtXaMYYJHpKBi2PKkS3FBewd+MGvEH6TLuxpcLinVG4df9n0y/2enhv/W76JQde4BZp+fn5kR6CqCfF56Xbh3NM+3b1H45zt7FAvbGS7z/RUDabjczMzEgPQwTZSy+9xOzZs7n55puZPHkyFov/z91eb+PbrcssER1A3beLoyuxlJIi02Mb9SJ3E9FWhfnnpDD2Gydzt1SaHrNkZxUjPi7g7WEppMfU/P7EO2g4ekIyUdPHo7iNC6nUvTuJfuL/qPrbM2jtsoPyNQghhBBSiB4CZoXo6TEHC6T0pBTYudWvT3HWbYKioTLjrZzW0s53B/xXQK8r9PDqbxXc1l1enAohhBBN2eLFiykqKmLEiBG0atUq0sMJDbsDLaM9lt3b/Zp7lu/gS0d4iqVirCojOkTxTo7Lr32fS+PrfW4Gt3aEZRxCCCGEaHyaWsKUblIglOIpIzlMC/yOVZdEKzFWhcqjFgj+VCDpf42FumUDUTMfRy06EPAYLbEF1WMexdetdxhHFnx6RnvcV9yCe9RfsPzyI9avP8G6ZgWKp/bvR+u6b4l59Baqbv8HWueTwjBaIY5P9fmcrqioYMSIEfz8888MGTKEyy+/nPXr1/Ovf/2LlStXsmTJEkkLDbHJkyfz7LPP8tBDDzF69GgSExP5+eefeeihh7jwwguZM2cOF1xwQY3XSE9PD9No/ekJxl2RW7uLDcf16tCKjC2bTK+R1PkE4tqZF2A1Fo6T+sAPXxjaM0v2Ud0tOJ9n7YBbKyqYvtFYPDV+azSvDIhnQJotKPcKFrfbTX5+PmlpadjtsntiUyR9LBoAAQAASURBVOJYvgRHiTE4ztu6A/HnXkp8E9jBRr7/hBBHc7lcTJ48mczMTCZNmmQoQgfqtMAv3PRWrdEVBUX3f+ej7svz+7VX07GVGZ+zoOkVogPYLQrTBySRHW9lgknQKMDaQg/DPjrAO8NSOLFFzc9Bvp79cP39eaKf/ztKufF6qrOA6KfvxHX3U2gn9ArGlyCEEOI41/ieKpqBvZXGVfitf1+RpielGPoUZxHoOiihK6K6slO0oRAd4Ik1pQxvH0X7OPlWEEIIIZqqOXMOprVcf/319TovNzeXmTNnUlVVRevWrTnzzDNp3bp1KIYYFO52nYg+qhD9hMo9pKrhS7i6IjvGUIgO8F5upRSiCyGEEMexJpcwFW8sRE9tQoXoVlWhZ4qNb/L933X9WOBB13WUEL5jE7XQNGyfvIv9vVdMt4A+xHviKVTf9nCTnBwOSLXgO/lUfCefSnVFGdbvvsT29SdYtv5S82lF+4l++i7cV9yK5/zR0AQKnYRoaurzOf3CCy/w888/c8899zB+/PjD7ePHj2fatGnMnDmTcePGhWvox50vv/ySiRMncvvttzN27NjD7WeccQZvv/02vXr14pFHHqm1ED1SiwXMdkXOcDsNx3VsEYO91DzB05bRDmsjX+ygBlg8FfvhGyj9hkBUTFDuc18fO/Ny8yms9n+mKKzWGf1FKU+emshfu8c2umc/u90uC1aaEo+bmI/fNu+67C9ExQTn+zlc5PtPCHHIsmXLcDqdXHPNNfh8PpYsWUJOTg6JiYmcddZZZGc30iRsmx09NR3lwF6/ZjXff8eY/S6NNHeJ6SX0xOSQDS+UFEXh3p7xZMVbGPN1MdXGDFTyKnycv+QAs89uwdA2Nf99r3XsTuUj04l+9j7UAuOOGUplBdHP3kfVbY/gO3VwsL4MIYQQxyl5qx1kmq6zzyQRPSP290L05FRDn+L1QIX5irZgubpTLFnxxhWOFV6dcauc6EetJhRCCCFE07Bz506++uor2rRpw7Bhw+p17nvvvcdDDz3EE088wV//+ld69OjBQw89hM9n8majESjL6Ghos6LRpTR82xWf1dpBapTxEXrhdheFVY3z/5sQQgghQqspJkyZJaKnespItjWuIp6a9E41Jj8dqNLYXSHPZBFTXkLUtIdwvPNSwCJ0XVGpvuwvVP3tmeZVhH602Hi8Z1+E69EZVEyag/vCa9BM3gsfomgajndeImraQ1BuPpEuhGiY+nxO67rOm2++SVxcHPfdd5/fMffddx9xcXGHwwBEaHz++ecADBo0yNCXlpZG586dyc3Npby8PNxDqxOzOcD0aqffr+OsCol2BbVwv/F8RTG9RmOjte6A1jLD0K4WHcD+YfD+jCTaVf7eO960z6fDg9+V8NcVxbi8MscpGs66fAlqkfHPo699R3ynGP8uEkKIpmLt2rUAWCwWBgwYwPXXX8/jjz/OuHHj6Nu3L4888khkB1gDLd24q6ByVCL6vkof6SYL/qBpJqIf6bLsGBael0pKgMCIMo/O6M8Lmb2potZr6RntcT0yA1974xwrgOLxEDVjPNalHxzLkIUQQghJRA+2gioNs/cdGb8nomuJxkR0ALW4EM1kEjBYoq0K0/onc8mnBYa+/+2u5p0cF3/q1LRWdAshhBAC5s6di6ZpXHXVVaaTqWZSU1MZP3485513Hu3bt6eyspLvvvuOxx9/nJkzZ6IoCk899VSdrlVVZdweN1T2pbSnlUl7hwNbqao6MWzjuLidnde3+H/dpR6dO1YU8vrA+EaRwqSUFhM7fxa2zetRPOFJjNcdUbhPPIWKUbdAVHTI7uN2u/3+LUS4yfegCAZJJ2temmLClG6SiG5Fo40Svme7Y9U7xQ4YJ9x+LPDQVnb+Czt1ywaiZj6OWnQg4DFaYguqxzyKr1vvMI4s8vSM9rivuAX3qL9gWfsNjtnPo5aYp+Ba131LzKM3U3X7Y2gB0maFEPVTn8/pnJwc9u7dy9ChQ4mNjfW7TmxsLKeffjpLly4lLy+Ptm2NxTHi2B36OaugwDiXBVBYWIiqqthsxgVpjYFZ0VOG2+m3K3LbOAuKoqAUGlMp9cQUsDbOr82PquK+9EaiXnna0GX79D28A85FaxucZ+A/d41lwTYXq/LNfwZ/J8fFxmIvbw1tIbs/i/pzV2Nf+JZ516U3yk41Qogm7dDz1IwZM+jZsyfLli2jS5curF+/nnvuuYfp06eTlZXFTTfdVON1wjkPeIglNcNQzKY6C6l2FqH/vvPKrhJ3wER0lz0aIjDuYOqZCIvPSeDar0rZWmZc7O/T4Z5VTjYXVfFIrxjUmuYmo+OoGvcM8TMfx755vaFb0XWi5kyj8sA+Ki+54fBzayTJPIyIJPn+E8FwPM4Dyk/kQbYnQOpS65hDiejmheiKsxDahXZicnBrB9d1juHNLZWGvge/czK0jYOW0XUrYBNCCCFE5Gmaxty5c1EUhWuvvbbO53Xr1o1u3bod/nVsbCwjRoygb9++DBgwgJdffpl77rmHli1b1nqtffv24QlTofMG4uhh0p6St5Fdu/qEZQwAg2JUXsf4g8PHeR5m/LCXS9IjnMKpa3R+4xmi8nLCe9/yEqKXL8GXu4mt1/0N3RLaHzXy840TtkKEk3wPioay2WxkZmZGehgiiI5OmNq6devhPlVVuf3223nyyScjNDpzWlyCaXs7vXGmi5rpk2o3bf+pwM3FmaFbFCeOomnYPn4H+/xZAVPQAbwnnkL1bQ83+VSyY6Ja8PUZiKtjdxwvPYn11x/NDys6QPTTd+G+4lY854+WAighjlF9Pqdzcg7+HB1oEVl2djZLly4lJydHCtFDpF+/fsyaNYuZM2dy8cUXk5j4x+K5119/nd27d9OvXz8cDkcERxmYnmScA3ToXpK9FRTb4gBo8/sOyopZInqKWQRD4+Ttfw6+5Yux/LbOr13x+XC8MQ3XQy8EpYjJpiq8PSyFv64oZslO84Ky9UUezlp4gH+f1YLBrRvn94ZonGxffoTqNC588XXogq/3gAiMSAghgkf7/Wd0u93O3Llzycg4uJtJ//79mT17NgMHDmT69Om1FqKHcx7wkFR7LO1M2g+s/xFXRgcANu61crJJIXp1VBy79u4L8QjDwwK81B3u3+jgx1LzWq6Zv1Xx24FyHu/iJqqWci/lsr/S4cPXSN64xrQ/5uO3ce3Zxc4R14HaOGrHZB5GRJJ8/4mGOl7nAaUQPcj2VpoXHqUfKkQPkIiumPyQGwoTTk3k87wq9rn8J4aKq3X+vrqE1846jieDhBBCiCbmyy+/JC8vj8GDBwflQTYtLY0LLriAOXPm8MMPPzB8+PBaz0lPTz/m+9bVeqrZ7kgls9r/uald6V60dmavpEKjHXBuQSmf7Ta+eHt+u4MLTkgiOz5yL2hsm9YRF+4i9CPE5eXQ9bvPqBh9W0iu73a7yc/PJy0tDbvdvABNiFCS70EhxNGaYsKUzxpjsqwOWrqdEUm6aogMu06CTaHU47814Zr91U3ma4i0Y033UcpLiP/3s9g3fB/wGF1RqbzoGlzD/3RwElN+b8ARg+vOCUQveZuYj95C0Y3bayqahuOdl1B+/ZGyP/8NPcDikaZOEqZEMNSWMFWfz+nS0lIAv+LnIyUkHPyzeOg4EXwjR47ktddeY9WqVfTt25fhw4eTmJjIunXrWL58OdHR0XXexS8SNJNCdDiYin6oEL3t74XoapGxqEFLSQvd4IJNUai6fiwxj96E4vOfG7VsXo915Wd4B54XlFsl2FXeGtKCZ9eVMfGnMkw2pqaoWuPSzwp4om8C/3diXKPYsVA0ctVV2D6aa9rlvuzGRpEGK4QQx+LQs2uvXr0OF6Ef0r17dzIzM8nNzcXpdJKUlBTwOuGcBzzEVnYSfGpsb614cf8+H+h2VpJuloie1IJ2YZwzDLV2wAcddO79roL3tlebHrOs0Erx5ijmDIqnZXTNi9l9d03A9e5LRH+x0LQ/Zd1K4jUvpbc+CPbIpfnKPIyIJPn+E6JhpBA9yPZVmif/ZMQc/LAPnIhuvh1rsCU5VKackcR1y4z3e3+bi8uzXQxvL6lRQgghRFMwZ84cAK6//vqgXTMl5eCzSmWlcQcVM+HcUqhC97E2PtNQiJ6Yvx2X3RbW1fnTB9no/8F+Cqr8n/0qvXDntxV8MqIlNjUykxWOb5dG5L5Hil66ALr3xtf3zJDdw263H5dbWonGQ74HhRCHNMWEqeoKD2ZlTrEl+9i1a1dYxhAMXWMcfF/i/wz4U4GbnTt3Sd1IPTQk3Sd211Yy//sK9rLigMd44hLZPvIWyjO7wu49xzLE5qnnmcQltiLzg1exlZtvJ27/+Tvix9/G9stupaJdpzAPMHwkYUo0VF0SpoL1OS3Cw2KxsGDBAmbOnMmCBQuYP38+brebVq1aMXr0aO699166du0a6WEGFCiMqnV1Mb/GHkzRbxtrgcpylMoK4/lNKBEdQG+Tief8K7Ev/o+hz/72i3h7nQFBWkylKgr390qgZ4qdW5YXUeo2lqNrOjzyfSlrCz38c0ASMVbZVUQEZvtiIWqJcb7cl90NX89+ERiREEIEV+fOnYHAiywPtde2mD8S78CVduY7FDkK81F/H0+B20Wa22k4xpKc0uze20cBr5wVRed1ZTz9U5npMT8Verngf6W8OyyFbsm2Gq/nu2Es1alpON6bZdpv/3k1ydMewjVuIsSZf/+Ei8zDiEiS7z8h6kcK0YNsT4BE9Na/JxzoCS3QFcWQdBOuRHSAizpEc3GHKBbuMD5Q3vuNk/7pDhLt8nJGCCGEaMyKiopYsmQJycnJXHjhhUG77g8//ABA+/btg3bNYHFWaxyIa8/Igh/82i2eapS9u9DbZIZtLK2iLfxrQBJXLTVOVqwp8DBlXRkP9Y5AaqGrAusPX4X/viaiXp1MZbts9DTZrlwIIUTz1hQTpnKKjYVPAB3sepNKjepXWMH3Jf7vt8p8Ct7k1hHdoaapaFC6j6YR/fn7xHzwbxTNPJADwN2tN2V/uZ/khGSSgzTeZqldO0p79iX+tcnYf1treoi9rJjOb06hcuSNuM4ZBWrzeW8rCVMiHOrzOX3o2JIS88Uhh5LQDx0nQsPhcDB27FjGjh0b6aHUW6AwqvQjiqTaxllRi/aZn9+UEtF/577kOqzfLkUt9F9UpJY5ccx/leo/jwvq/c5rF8UXF7bimmWF/Ob0mh4zP9fFb04vbw1pQWa8TIULE9UubB8ZF1CApKELIZqPQYMGAbB582ZDn8fjITc3l9jYWFJTU8M9tFrpKa3QbTaUowIb1H1/hCfkV/pI8xif2/UAO9Q0dcrvi/Iy463c8XUxbpNXMrvKfZy3+ABzhrTgrNY1FM8qCp4Lr0FPbIHj9Smm73csOb8S8+QduP42BT01/Kn4Qgghmh756TvI9poUottVSHH8PkFgtaLHJ6GU+qcFqc7CcAzvsCn9kvhqbz4lRyUG7KnUePyHUp7vnxTW8QghhBCift5++23cbjc33ngjDofD9JjCwkIKCwtJSUk5nHQOsHbtWnr16mU4/sUXX2TFihV07NiRPn36hGroDVZcrbElLtO0z7JjC94wFqIDDG8fzY1dY/j3JmN6/LPryhja2sHpaea/N6FiXf0Fitu4NZ8vqytaRogWF+g61h+Wo3jcfs2Kq4Ko6Y/henQm2MP7/0EIIYQIp6aYMFUaY14a3NJX0aRSXvqm67DR+P/11zKF7i2bztcRaXVO96koI+rlp7Cu+zbgIbqi4r70z3guugZHGHcsatKiMnA/8Bz6ornYF8xG0Y0TwIqmEfvf13BsWodn+Gh8J54S1h2hQk0SpkQo1edzumPHjgDk5uaaHnuo/dBxQhwtUOFTxpGF6LEWlP37TY/TmlgiOgCOaKqvvZPoFx4xdFm/XIRn0HC0jt2CesuOiVY+v7Al/7ei2DR0C2BDkYezF+3n9cEtOLuNfMYIf7b/LUAtcxrafZ1OwnfSqeEfkBBN0KJFi3jttddYt24dlZWVpKWlceqpp/L444/Ttq15OM327dsZMGAAFRUV3HjjjUydOjXMoz6+ZGVlMWTIEJYtW8acOXP8dleeOnUqJSUljB49Gqu1EZaNqRa0lm2w7Nnu37wv7/B/F5ZVkew1zs/pCc17OfzojjG0jbVwzbJCiquNO8SUenQu/6yQ5/sncX2X2Bqv5R00HD2hBVHTH0NxG5+p1L27iJ5wB1V/ewYtQEq9EEIIcUgjfKJo2swK0dNjLChHrJzWk1rAUYXoSpgL0dNiLDx1WiJ3fO009L2+qYLLsqMZmC4FQ0IIIURj9dZbbwH4vTg62iuvvMLkyZN54IEHePDBBw+3X3fdddhsNnr37k3r1q2prKzk+++/Z/369SQmJvLKK69gsTS+oganW2NtgEJ0dedW6H9OeAcEPHlqIiv2utla6p/ApOlw6/JiVlzSioQw7jRjW/GxaXv1zQ+gtQ3dSyLf8iVEvfaMod2yMwfHW/+k+i/3hezeQgghRKQ1xYSp/dZ40/aE6tIwj+TY9Ek132r4xwI3l2fHhHk0zVx1FdHP/x3L1l8CHqIltqB6zKP4uvUO48CaCdWC55Lr0bqcjOPFCaglxp2XAKy//ID1lx/QklPx9j8Xz8Dz0Ft3CPNghWha6vM5nZaWRkZGBqtXr6aiooLY2D8KNyoqKli9ejUdOnQIWFwlhJ7YwrQ9vdp5+L/bxVlQNuabHtcUE9EBfL0H4O11Bta13/i1K7qO442puMa/GPQFVPE2lTfObsHUn8uZsKYUYxkWFFfrjPq8kMdOSeCuk+L85mrFccxVgX3x26ZdkoYuRO10XWfs2LHMnj2brKwsRo0aRVxcHHv37mXlypXs2rXL9FlJ0zTGjBkTgREf35577jnOPfdc7rrrLhYvXkznzp1Zv349y5cvp127dkyYMCHSQwxIT28LRxei5+8CXQdFQQvwc3Og57HmpH+6g/+NaMXo/xWQU2qsUfPqcNdKJ9tKvTx6SgJqDZ9tvp6n4/r780Q//3eUcuN7QdVZQPTTd+K6+ym0E3oF88sQQgjRzDSffTwbib0Vxg/5jBj/lyt6knHiUXEWhGxMgVzTKYazWpsXm9+9shiX1+y1jRBCCCEibc2aNfz666+ccsopnHjiifU+/6abbqJNmzasWrWKV155hf/85z9UVVUxZswYVq1axSmnnBKCUR+74mqdPEcLCqxxhj51x5YIjAhibSqzBidjNXmHs6Pcx99Xm2/nHQrKnh2mhUG+rBNCWoQO4D3zAjwDzzfts321GOvXn4b0/kIIIUQkHUqYys3NZc6cOX59hxKmRowY0agSpg5oNlyqsYg7zlUWgdE0XNtYCy2jjK83fyrwmBwtGsznJerFCTUWoXtPPAXXhFelCP0Y+br1xjXhVbzda96hSi0uwL74P8Q+eAPRT9yO9YuFUNG0/vwKES71+ZxWFIXrrruO8vJypkyZ4nfslClTKC8v54Ybbgjn8EVTY7WhxyUYmjPcB8OpFA7OGaqFzSgRHUBRqL72LnSb3dBl2bEZ27KFIbqtwrge8bx3TgqJdvMCK02Hx34oZchHB5izuYJyj3HnEXF8sX3+X5QKY6Gdr2tPfLU8gwkh4KWXXmL27NncfPPN/PDDDzz77LOMHz+el19+mQ0bNnDqqea7CsyYMYPvv/+ehx9+OMwjPr5lZWXxxRdfcPXVV7N27VpefvllcnNzueWWW1i2bBlpaY13EZyW3s7QplRWoJQ58Wo6tqPCPw85HgrR4fcdYka05Iw04/PXIVN/LucvX9Ze+6V17E7lozPQUtNN+5XKCqKfvQ/L918d05iFEEI0b41nBqyZ2GOSiG4sRDduzac4iw6v3AsXRVGY1j+J/h/sp/KoB4+cUh/PrC3lsb7m21UKIYQQInJOOeUUnE5nrcc9+OCDfknoh9xzzz3cc889wR9YiBVXa6AorI3PZFjxBr8+y46tYX+WOqR3qp0Heycw4UfjBMZ/tlZyXrsoLsmMDvk4AqWhe84cHvJ7A1Rffw/q9s1Y8oxbmDveeB4ts3PIC+KFEEKISGlqCVNFbp0DtgTaV/vv0BftMk+TbKwURaF3qo3P8qr92tcVevBpOhZV0gyPma7jePOfWH9aad6tqLgv/TOei64JetLp8UpPbEHVfVOwLZqLfcFsFL3mgjlLzq9Ycn5Fn/svvH0G4R10Pr4TT5HfDyGOUJ/P6bvvvpslS5Ywbdo01q9fT8+ePVm3bh3Lli2jT58+kuQpaqUlpWA5Kk2ytdsJQFq0isOioBQaE9F1exTEGovYmwq9ZQbui6/D8f5rhj77+6/i7Xum6fxoMAxrG8WXF7XimmWF/FrsNT3mpwIPPxU4efi7Eq7IjuGGrjH0TAlcuCWaqcpy7B+/Y9pVLWnoQtTK5XIxefJkMjMzmTRpkunOumaL8Ddv3sxTTz3F2LFjOfnkk8MxVHGEtm3bMnPmzEgPo960dPNdiJR9u9jfJoGWbvMgqOOlEB2gRZSFD85L5c6vi3k312V6zAfbXeyu8PKfoSm0jA78nkBPb4fr0RlEPXc/lp05hn7F4yFqxniqr7sb79CRwfoShBBCNCNSiB5ELq+O022crsuI8U9mMi1E93qgohTiwlv4nRlv5eE+CTz8nfEh7Z8byrkkM5peqfIiRghRB5oPdcdW1H15kR5J0OkWC1pWV/SWGZEeihDHteLqgwUY6+I6GArRlYpSlKL9EdvC+J6T4/jf7iq+yXcb+u5eWcypLe20jg1hIYjXi3WlMXVct9nxnj4kdPc9kiOKqjvGEzP+NpQq/xdeiruaqOmPUfnYyxAdE57xCCGEEGF0KGHq6aefZunSpYdTpW655Rbuv/9+WrZsGekh+imu1iiwxRsK0R2VJVRFaEwN1TvVbihEr/TqbCrx0j3ZmPou6sf20VxsX5inmGqJLage86ikoIeCasFzyfVoXU7G8eIE1ABbjh9J8XiwrV6GbfUytKRUvAPOxTPwPPTWHcIwYCEat/p8TsfGxrJ48WImTZrEokWLWLFiBWlpadxxxx088MADREeHfqG5aNr0xBTI2+bXll7tBKDN7++GzBLR9ZRWTb4I1jP8SmwrP0Pdt8uvXamswP7OS1TfFroU3KyEg6mgd3ztZMF280IsgDKPzuubKnh9UwW9U238uUssl2VHE2+TTcSPB7ZP56NUlhvavd37oJ3QK/wDEqKJWbZsGU6nk2uuuQafz8eSJUvIyckhMTGRs846i+xsYxCNz+djzJgxZGdnc99997F69eoIjFw0RWaJ6ADqvjzyW5xAesBC9ORQDqvRcVgUXj4zmawEK5PXmu+U9v0BD8M+OsC756TQNSnwuzI9KQXXgy8Q9a9/YP31R0O/outEzZmGe98u3BddBwlJwfoyhBBCNANSiB5E+0zS0AFaH5WIriWlmh6nOgvRwlyIDvDXbrH8N7eSNUdtW+zT4a6VTpZd1BKrJEgJIWriqiTqX49i/WVNpEcSUu5LbsB92Y2RHoYQxy2n+2Ah+k9x5oUU6o6t+CJUiG5RFV4alMygD/dT6vFfmOh064xZUcyC81JQQzShaPn5O9QS4zaE3r5nQmx8SO5pRs9oT/Vf7idq5uOGPnXvLhz/fpbqMY82+YlVIYQQwkxTSpgqrtYotMUZ2tVy4w4vjV2fAAEKPxa4pRD9GFlXfIxj/qumfXpcAq6HXkAPMDEsgsPXrTeVT72O/eN3sa78FNVZWPtJgOoswL74P9gX/wdfp5OovvI2tC6SPCiOb/X5nE5MTGTixIlMnDgxxKMSzZGebAyjynA7QddpG3dwvlApMiaiaxF6pxVUNjvV199N9DN/M3at+hzvmReEdAFbrE3l9bOS6b3Bxvg1pWi1bPVzZEr65dnR/LlrrIRzNWOKsxD7p++Z9rkvlXkfIepi7dq1AFgsFgYMGMDWrVsP96mqyu23386TTz7pd87zzz/PunXr+N///ofdLn/HirrTAySiq/t2sTfTR/rvO84YzjuOEtEPURSFB3snkBVv5c6VxXhMNlbbUe7jnMUHePPsFAa3dgS+WEwcVeMm4XhlIrbvvjA9xP7Z+9i+WIR3wHm4z78CPaN9kL4SIYQQTZks7w6iPQEK0TOOSr/Uk8wffJTiuk0kBJtFVfjXwGTMFvuvL/IwfYNxZbgQQhzJ8eYLzb4IHcD+4RtYv/lfpIchxHHL+Xsi+tq4TNN+dceWMI7GqEO8lSlnJJn2fbW3mpm/hO6ZyrbiY9N276DzQ3bPQLynn4172KWmfbbVy7At/SC8AxJCCCGEQbFbp8BmXKymlJmnSTVmvVPNi83XHhW4IOrH8vN3OP79rGmfbnfgGjtRitDDJT4J9+hbqXz+HVz3TsZz+tnotrovsrBs3UD003djW/gmaCaz0UIIIYJKTzQWosdq1cT7XLSNtYLmQyk6YDwvpVU4hhdyvhP74gmwO5/jjangDe0zmqIo3HVyPO+fk0Kr6LpNg5d7dWZvruSsRQcYvHA///6tglK3fGY2N/Z3XkJxVRjavSefKgv2hKijgoICAGbMmEFCQgLLli0jLy+PJUuW0KlTJ6ZPn85rr712+Piff/6ZZ555hrvuuotevXpFaNSiqdITktGjYw3tav5u8is1WpkkouuKih4f/vDPxuJPnWJYcF4qSXbzMKhSt86ozwp4a4vx89CPzU71mEdxnzMq4CGKx43ty0XE/v16oqY+hPrbWtBrWQUohBCiWZNC9CDaG6AQPT3m6EJ080R0pSQyhegA3ZNtjO1hnpY5cW0pW0tk8k4IYc7y/ZfYVn4a6WGEjWPOVJRCY2KNECK0vJp+OGl8c0wGFapxtb5lZ2QL0QFGZ0czKst8m+4n1pSyoSj4z1RKaTGWtasM7VpKGr5ufYJ+v7pw/2kMvuxupn32/8xAzf0tzCMSQgghxJGc1ZppITqVZeDzhn9Ax6BVtIW2R4VAwMFEdNEw6rZNRP3rHyg+47tOXVGpGvMPtE4nRmBkxzmLFV+P06m+/TEqXvgvVTeMxdfR/Jn7aIqu4Xj/NaKeewCl1LiTkhBCiODRk4yF6HAwFb1trAXFWYhisjCoWSSi/8591e3oUTGGdnXvTmyfvBuWMZzdJoofR6UxrX8SPVPqvoBrXaGHsd846fbOPh741klxtRSkNweWjT9hW/W5aZ+koQtRd9rvn192u525c+fSp08f4uLi6N+/P7Nnz0ZVVaZPnw6A2+1mzJgxZGdn88ADD0Ry2KKpUhQ0k1R0Zd8u9rp8pJsUomvxiaAa3xEdTwamO/j8wpZkxZv/f/DqcMfXTiasKUGrqXBcVXFfcwfVo2+t9Z7WtauImXgP0eNvw/rNUvA2rXeLQgghgkMK0YNob4V5IXprQyG6+UuoSCWiH3Jvj3i6JloN7dU+uGuls+aHECHEcUkpLiDq389HehhhpVRW4Jg1SVLEhAizkiNSiDRF5ec4Y/qiumOroS3cFEXhuTOSTIuh3Brc+lURVd7gPlNZV31uWiTkHXg+qBF63LfZqfq/x9BjTZJWfV6iZjwG5aURGJgQQgghAIqrNQrNEtF1HSqa3s54ZqnoG4o8uH3yLqu+lP17iHr+7yjVVab91Tfcg6/PgDCPShjExuMdcgmuf7xIxcQ3cI+4Ci3AO+cjWTd8T/Sjt6D+ti4MgxRCiONToL+PM6qdtI2zoBTuN+3Xm1Ehup6cinvUX0z77B/OQSnYF5ZxxNlU/tw1lq8ubsWXF7Xkxq4xxFnNE0KPVuHVeXljBX3fz2fO5gqZI23KvB4cc6aZdnlOH4LWsXt4xyNEE5aQkABAr169yMjI8Ovr3r07mZmZbNu2DafTyfPPP8+vv/7KjBkzcDiMwUJC1IVmshObmp/H/goP6W6n8YTEFqEfVBPQOdHG/y5sSb9W9oDHPLe+nJu/Kg4YuAqAouAZcTVVt/wd3VJ7gb9l+2aiXppAzH1XY/v4HTDZiUQIIUTzJYXoQbTXZf4BnXF0IXqAh59IJqIDOCwK/xqYhNkrmFX5bt7YVBn2MQkhGjFNw/HqZJSK46+Q0LrxJ2yfzY/0MIQ4rhydPrQ2roPhGLUwH8qNCQjhluRQeXFQsukz1a9OL+PXBHGMuo51+RLTLs+g84N3nwbQU9OpuvUh0z61IJ+oWRNlUY8QQggRIcWBEtEBpRE8T9VX71TjxJpbg1+LZYe/eilzEv3s/agBErPdF1+H9+yLwzwoURu9dQfco2+j8vl3cN07Gc/pZ6PbAie/qs4CoieNxbbwTXkeF0KIENCTzOcAM9zFtIu1HHx/ZXZeSqtQDivsPENH4mvfydCuuKtxzP1X2MfTK9XO1P7J/PandP45IMl0IaOZwmqNu1Y6OeejA/wkO+40SbZP30Pds8PQrkfF4L7q9giMSIimq3PnzgAkJiaa9h9qr6qqYv369WiaxrBhw0hKSjr8z0UXXQTAv//9b5KSkrj66qvDM3jRJGlpJonoHg/eA/tJM0lED/QcdjxKibLwwXmpXJ5tvoszwH+3uej2zj4GfrifJ9aUsGpfNV7NuPjOO/B8XP94EW+vM+p0b7VoP463XyT2niuwz5spu80LIcRxwhh/LRpsb4XxxX2SXSH66NX1VitafBJqmdOvWS0uCOHo6ua0Vg5u7RbLyxuNK9P+8UMJ57aLoo1JwqcQ4vhjW/oB1g3fm/ZVX/1/+DqdFOYRhYbt03exrf7C0G5/bxa+E/uitcuOwKiEOP4UV/u/+Fgbl2l6nGVnDr7ufcIwopoNynBw10lxvLDBmCj60q8VnNs2iiFtoo75Puq2TVh2bze0e7v1Rm+ZYTwhzHy9zsB94TXYP5pr6LOu/Qbbx2/jGSEvmoUQQohw0nW95kL0shKaWt5jnwCFRD8WeOhlUqQuTFRXET31IdT8PNNuz8DzcV9mnmwqGgmLFV+P0/H1OJ3qijJsn/8X+4dvoJgUmyu6huP917BsWk/1bQ+hJyRHYMBCCNE86YkBEtHdNSeia80oER0Ai5XqG8YSM+H/DF3WH1di+WkVvt79wz6sOJvK9V1iub5LLOsK3czZXMm7OZWUeWp+Al5T4GHIogPc0CWGf5ySQIsomSttCpSCfdg/mGPa5x51E3pyaphHJETTNmjQIAA2b95s6PN4POTm5hIbG0tqaipnn302KSnGz8T8/Hw+++wzunTpwumnn06PHj1CPm7RdOkmiegAMQW7zQvRJRHdT5RVYdaZyWTFW5myrizgcRuKPGwo8vD8+nIS7Apnt3ZwTtsohrWJIv334FUtswtVYyei7NmB/ZP3sK76FMVTcwCEUlWJ/ZN3sX02H2//c6j+0xiITwrmlyiEEKIRkUL0IDLbsqR1jPmLCD05BY4qRFeckU1EP+TRUxJYsquKXeX+X0+ZR+feb5zMG9oCRanb1nVCiOZJ2bMD+zsvmfZ5Tjsbz7mXQzP5e6L6z/di2fqrIalG8XpwvPQkrvEvgU0KG462aNEiXnvtNdatW0dlZSVpaWmceuqpPP7447Rt+8fq9R9++IHnnnuO1atXU15eTtu2bRk1ahTjxo0jOjrwCu0jzZ07l//7P+OExpHOPPNMFi5cePjXEydOZPLkyQGPX7duHR06GBO3ReQ43bUnogOoO7Y0ikJ0gIf6JLBsTzU/FxlfxNy+opiVI1uRcoyTVrYVH5u2ewcNP6brBpP7shuxbN2A5bd1hj77/FfxdTwR7YSeERiZEEIIcXwq8+h4dSgMWIjuDO+AgqBXivnPZAdTK2PDO5imyOcjatbTWHJ+Ne32nnwa1Tf+rdn8nH9ciI3HM/IGfN17EzXziYABKNYN36M+ejNVYx5FO6FXeMcohBDNlJ5kXoje1uMkxaGaJkLqitIsC2K1TifiGXwhtq8+MvQ53vonld37gOPYgxoaqmeKnefOsPN43wQWbHPxxuYKfjgQuKBKB2ZvruTDHS7+0SeR67vEYFHl+agxc8ydjuKuMrT72nfCM/SSCIxIiKYtKyuLIUOGsGzZMubMmcP1119/uG/q1KmUlJQwevRorFYrt9xyi+k1VqxYwWeffcaAAQOYOnVquIYumigt3ZiIDtBmfw5xWrWhXU+QQvSjKYrCw30SyIq3cPcqJ55aNkYrdet8uL2KD7cf/Pw8uYWNc9oeLEw/taUda+sOVP/lb7gvvwnb0g+wLf0Apazm3RUVTcP29adYtmzA9bcp6K1aB+vLE0II0YhIIXoQ7TEpRE8PVIielAo7c/zaGkshepxNZVr/JEZ9ZhzPJ7uq+DyvmnPbRe7FkBAiwrweol56CsVj3IZSS06l+oaxzWtyOiaOqlsfJHrSWBTdPxXFkpeL/f3XcP9pTIQG1/jous7YsWOZPXs2WVlZjBo1iri4OPbu3cvKlSvZtWvX4UL0hQsX8pe//AWLxcLFF19Mq1atWL16NVOmTGHFihV8+OGHOByOWu958skn88ADD5j2LVy4kI0bNzJ06FDT/quuuor27dsb2gNtKygip7ja/83Ihth2eFGx4t+u7thS/4trGmruRpTqKnxde4I1OI/IDovCq4OTGbxwP1VHPSbuc2ncs8rJnLOPYYGfuxrrt/8zNOvRsXj7ntmwa4aCxUrVmH8Q/Y+bUUuK/boUTSPqxSdwPTHruE6qUIr2o2791XRirDZaajpax+6yKEoIIUSdHXquqikRvalJcqhkx1vILfN/6PqxwPhzqziKrhP79gysP6007fZldqHqjvFBe0YW4aV16UHlhFeJevlprD9/Z3qM6iwketI43JfdiOfCa0BVwzxKIYRoZhxRlNtiiPNU+jVn+0pQFAXVJBFdT2zRbH+urx59C9Y1y1HKS/3a1YJ92Be9hfvymyM0sj/E2VSu6xLLdV1i+bnIw1M/lvLJrsDvaIqrdcZ+42TOlgqe7ZfEKS2b5+9dU2dZuwrrj1+b9lXfMBYs8nwrREM899xznHvuudx1110sXryYzp07s379epYvX067du2YMGFCpIcompFAhei9Czaath/P80y1ubpzLG3jrFy3rJASd933Qvy5yMPPv6elJ9oVzm4dxbC2Doa1SSD90htxj7ga68rPsH/yLuq+XTVeS83fTfST/0fVvc+gdeh8rF+SEEKIRkZ+wgoSXdfZZ1KInhEbqBDdmIigOAtB1xtFAefQNlH8qWM0b+e4DH3/+KGEIW0cWGWVvxDHJfsHb2DZYdxyDaD65r9DXEKYRxR62gm98Jw/GvvH7xj6bJ+8i69nP3zdekdgZI3PSy+9xOzZs7n55puZPHkyFov/56DX6wXA5XIxbtw4FEXh008/pVevXsDBz9P777+fWbNmMXPmTMaOHVvrPXv06GG6dZ/b7WbWrFlYrVauuuoq03Ovvvrqw1sJisbt6EL0Koud32Jac1Jlnl+7umNr/S5cXkrUzMex/rIGAC2jPa6/PYOemn5M4z2ka5KNCacmct+3xoKuRTuqeGtLJdd1aVhKp3XN1yiVFYZ27+lDIpomZUZPSqF6zD+Imnwvin7U4gFnIY4XJ1B1/7OgHn/bGltXfobjtWdQfN4GX8OX2YWqcZPkJasQQog6qbUQvbzpFaID9GlpJ7fM/z3Wb04vlV6NGKsU1gaStnIJ0cuXmPZpLTOoGjcJomLCPCoRVPFJVI2bhO3jt7HPfxVFM8afKbqG4/3XsGxaT/VtD6EnJEdgoEII0XzscyTR6ahC9Laeg89YSpFJInpKq7CMKyLiEqm+8q9EvfaMocu25G08/c9Bb914dqY8uYWNt4el8OmuKh5Y7WR7mXHu95CfCjwM++gA13WJ4R+nJBAXxnGKWlRX4Xjzn6ZdnsEXonU6McwDEqL5yMrK4osvvuDpp59m6dKlLFu2jLS0NG655Rbuv/9+WrZsGekhiuYkOhYtsQVqSZFfc/8S81oFmSOp2ZkZDv53YUvu/7aEL/YYE+VrU+LW+WC7iw+2H3z/1uP3tPRh3c/l1EEX4Ph5NfZP3jHdIfkQtaSY6KfvpuquJ/Cd2LfBX4sQQojGR2ZhgqSoWsNtsoVJRsBEdJNCdK8HKsqCPbQGe/q0RFKjjN8ivzm9vLWl0uQMIURzp27+GdtH/zHtc58zCt9JzfeHBfeom/C162hoV3QdxysTG9Xf35HicrmYPHkymZmZTJo0yVCEDmD9PUXvu+++o6CggBEjRhwuQofftwd7+GEAXn/9dXS97iuyj7Z48WKKioo477zzaNWqGU/mHCecJg9aa+ONk1Tq3p3gruPLE00j6uWnDhehHzrf/sEbDR6nmZtPiOWcNubp/n9fXUJuacMKkK0rzAuGPGcOb9D1Qs3XrTfuUTeZ9lk3/oT9v/8O84giT920Hserk46pCB3Asn0zUTMeh2O8jhBCiOPDoeeq5pSIDtArxWZo8+nwc6EnAqNpGhyrPqP1lx+Y9ulxCQcXaMokbvOgqnhGXI3rwWloyakBD7Nu+J7oR29G/W1t+MYmhBDNjKbr5FmTDO1p7oO7xJklomst0kI9rIjyDjwfX6eTDO2Kz4v9g9nhH1AdnNcuim9HpvFQ73iiashN0IE5myvp+34+/95Sha/hr7NFENkXvYVasM/QrsclUD36lgiMSIjmpW3btsycOZNNmzZx4MABNmzYwJQpU+pUhD5o0CCcTidTp04Nw0hFc6CntzO0JfnM65X0JHmHUZvOiTYWnJfKhivSeKF/EiPaRxFnbVgI6foiD8+tL2f4kgI6vpPP9c4TePXyp8n7+0w8/YaiB9hxTamqJOq5v2P9dumxfClCCCEaGSlED5I9lSZV6EDrAIXomkkhOoDqLAjamI5ViygLj/QxTzZ++qdSyjzmX7MQoplyVRD1ytOGJFsAX+tM3KNvjcCgwshmp/q2h9GtxuIGtWg/jrfM0zWOJ8uWLcPpdDJixAh8Ph8LFy5k6tSpvP766+Tm5vodm59/MPmnQwdjIXFSUhJJSUns2rWL7du3N3g8c+bMAeD6668PeMyqVauYNm0a//znP/noo48oLy9v8P1EaB2diA6wNi7T0KboGuquXEO7GdtHc7GuX21ot65ZcXCXmiBRFIXpA5NJcRgfvSu8OrcuL8Kj1e9+SsE+LL/+aGjXWndAy+7W4LGGmmfEVXh79jPtsy96C8s64+9Hc6WUFhM18wnTRMqGsGxah/3914NyLSGEEM3boecqj2qlxBJt6D+WQnQlP4+o6Y8R/dSd2D54AzzuBl+rvvqk2k3bfyyQQnQzlvWriXtzmmmfbnfgGjvRdLJXNG1alx5UTngVb4/TAx6jOguJnjQO+7yZKPvyAh4nhBDC3H6Xxh57kqG9RWUxuCpRTAJNmnUiOoCqUn3DWNNiJOuar6GR7sgTZVW4v1cCqy9NY0T7mncfdLp1Hvyhgit/jOK+78p5Y1MFawvcuKUyPeyUvTuxLXnbtK/6yr9CXGKYRySEEOJYaOlt636s7O5VZ23jrNzQNZa5Q1PIvTqDheenctdJcXRLsjboeiVunQXbXfzf104yv02kX5vbeOb6lylt09n0eMXnJerFCdg+fe9YvgwhhBCNSMM+QYTB3grzrdkyYsxr/c0S0QEUZxG0zQ7auI7VtZ1jePGXcjaV+Kcr7ndp/GtDOQ/1Ni9UF0I0P46501EP7DW06xYr1X99GOzmab/NidYuG/cVt+CYN9PQZ1v1Ob5e/fGefnYERtY4rF27FgCLxcKAAQPYunXr4T5VVbn99tt58sknAUhJOfg5uGPHDsN1SkpKcDqdAGzdupWsrKx6j2Xnzp189dVXtGnThmHDhgU8buLEiX6/TkxMZNKkSVx11VX1vqcILbNC9M3JmabHqju3oHWsuRjbUkMCt1JZjlKwD71lRr3HGUhajIV/DUzi6qVFhr4fDnh4dl0ZD9bjucr69acoJsXynkHDQWlYckFYqCpVtz5IzD9uRS00bkUd9fJTVE6YhZ7SvJPA0Hw4XpwQ9EWo9sX/wdflJHy9+gf1ukIIIZqX4uo/niEKbPEk+lx+/UpDC4FclcQ8cTtKeSkAls0/ozoLqf7zuAaPtT56pNhQFTh6fd9PBeErhm8q1G2biJr+mOmCOF1Rqbr9MbROJ0ZgZCIs4pOoGjsR28dvY5//qun3gaJr2D95F/sn7+LrfBKegecffN8RHRuBAQshRNOyu8LHXoexCCrKXUnlvp2m5zT79yCA1r4jnqEjsX/+X792xevB9s1SPOdcFqGR1a5DvJW5Q1P4X14V93/rJLfMfE4YYIdL5c2cat7MObhjo12F7sk2eqXY6JVqp1eKjW7JNhyWRvz+rinTdRxzppnuPujrdBLegedHYFBCCCGOhZZW90J02dWtYewWhTMzHJyZ4eCJUxPZVe5l6e5qPsurYvmeasq99V9Yt67Qw7rCGJ7O+jsLqqYxpPDn/2fvvMOjqrY+/J4zNb2SUBIg9N6kd+kiIjYseG00Efv9VOyoYLkWLIBYUFQsYANRqvQmRXoNnYSSkN6mn/P9EUHCnEkmIZm0/T6Pz73sdcoKTObss/dv/ZbmcabvZvD1ltO83fxOVOlffZ2qqkTqTAzMymNIfZk24Qakirz/KRAIBAIhRC8tzuV5EqJrO6J7FqJXHEd0AL0s8WqnEG7/M9Ut9tHeHO5rEkDtgEJ60gkEgiqBbvs6DOuXaMbsN9+PUk+7krUq4hh0K7rdf6HXcCI2ffUersatUMOLbj1XFUlJyX+GzZgxg7Zt27Jq1SqaNGnCnj17ePzxx5k+fTpxcXGMHj2aLl26EBwczB9//MHu3btp27btpeu8/vrrl/5/ZmbJRDDffvstiqJw5513otO5P6datWrF9OnT6dmzJzVr1iQpKYlly5bx+uuv89BDDxESEsLQoUNLdG9B2ZBhd1/kOB2uXaSgO3UE962Gf5EyUjF9/Kpmh4eLyKeP4ipFITrA0Lp+3NfEnznx7i0D396dTf86JjpHeVHUoyia38mqLOPsPrA0Ui1bAkOwTpyM39RH3DaFpNwszDMmY3nuQ9DoQFFVMC74WvM5UhqYP32DvFc+LdVCCoFAIBBULS4v8Es1BNHQmlwgXlJHdP2mFZdE6JfG1i3GdttYCAgq0TWLQ6BBpmmInoMZBecXO1OFI/rlSMlnMb83Cclm1Yzb7n0CV3tR1FblkWUc19+Fq3ErzDNfRU73vCatO7IP3ZF9qN9+hPOaXjh7DcHVvD3IYk1YIBAItEjMdXFOwxEdQHfsoOa4UtUd0f/BMeBmNyE6gH79kgotRL/IgBgzm2+KZvq+HN7ZnY3FC7dzuwK7Uh3sSnXAP2uChsvF6RFG4oJ1+EJWJUkSTUL01PSwd10V0G9Zpbnmpv7jyo+GK79AIBAIKjbeOqKrOr1P1p+qA7GBeu5rque+pgHYXSqbk+z8ecbKikQrhzIK24F1J1dv5vqW/8fnhz5lVPJGzWPGHluEOSedsU3H4pT/lTGeRMf2PRbe2GMh2k9mQIyZgXXM9K1tIlSjC7VAIBAIyhchRC8lzhZbiB6pOS5luAu+y5tBMfmVb+vO2QqMW1wqr+/MYnpP0d5GIKjKSBmpmL98RzPmatIGx9A7fJxROSPL2MZMQvfCA0h5OQVCUm42ps/fxPp/b1fLBU3lHxc1o9HIt99+S61a+SLI7t27M2fOHHr27Mn06dMZPXo0gYGBTJkyhUcffZRBgwZx4403EhUVxdatW9m1axdNmjQhPj4euQR/j4qi8O233yJJEnfffbfmMTfccEOBP9erV49x48bRtGlTRowYwZQpU4QQvYKRoeGIrgsKRomMRk4p6Kwtnz7qduwlXM58oUVmeqH30506iuuaXiXKtTCmdg5hw3k7R7MKLtQoKoxbl876G6MIMhT+udcd3o2cct5t3NW2m8dix4qG0rA59jsfwjT3Q7eY7thBjPNmYR/1SDlkVvbo9m7D8NvXmjFn687YR47z6jpSWjLmj15GchYU10m52ZhnvILl+Q/BYLzqfAUCgUBQ9bhciJ5icN+gK6kjuu7kYfdruZzoTh/NF636gPaRRjch+pFMJ5l2hRBj9XtHcyMrA793nkbO0p4L22+8B+e1N2jGBFUTpUkb8l77HPOnb6Dfs6XQYyW7DcPmPzFs/hMlPApnj0E4eg5BLUabdIFAIKgOJOQ4PQrRZQ9C9OrgiA6g1ozB1aQ1uviCjpi6U0eQTx2pFIY3Jp3Ef9sGMbKhH89vzeS3U9rFfYXhUC66hDr4CnfDirKmV00j9zUNYFg9v6rlzJ6Xg/G7GZohx8BbUOo29HFCAoFAICgNlJqxXh2nhoRV7I7BlRSjTqJPbRN9apt4rVMIp3OcrEy0seKMlbVnbeR64ZbukPXc1/xBzptC+W/CH5rH/CdpA1H2LEa2fIxcvdktnmRR+PZIHt8eyUMnQecoIwNjzAyoY6K1cEsXCASCCoHYgSklzua6C9H1EtTw0/4rVkO0xdsVUYguSRKvdgzWjH17JI99acJZSiCosqgqptn/c3O1A1DN/ljHPVstHbDUiChs9zyhGdPv/xvDn+6uLtWB4OD8Z0W7du0uidAv0qJFC+rXr8+JEyfIyMgA4J577uHHH3+kU6dOLF68mNmzZ6PX61m4cCFxcflO15GR2oVbhbFmzRoSExPp3bs39evXL9a5ffr0IS4ujgMHDpCV5f65F5Qf6RpC9DCTjFLXfYNKTjgOinaRoPHn2egO7y7yfvKpI8VP0gsCDDKf9QlDr7EecjLbxaQtRQu/9OsWa447elWu1rKOATfh6NRXM2Zc/jO6bWt8mo8vkFKTMc96DUl1X5hTwqOwPvg8St1GXv3natcd210TNe+jO3EI4w8fl/WPIxAIBIJKSlpRQvQSOqLLCce0x08VUiRYynSI1O6ositFrF1hs+L3/rPISYmaYUev67DfdL+PkxJUCIJCsT7xBraR41C9LAaX05IxLppLwDN34zflYfRrfgdLbhknKhAIBJWDxFwX5z05oh+v3o7oAI5e2uYfeg8dWSsqsYF6vu4XwS+DImgUXLl839aftzN6bTrN553nha2ZHMmsGnNl469fImemuY0roZFinisQCASVGDWqNqoXImM1JNwH2QjqBuq5v1kA3/WP4PhdtVg4OIKHWwbSLLTw+ZAqyTzT8C7+r+Eoj8cMTt/Dn7unUsNe+NqkS4XNSXZe/TuL3r9doPm88zy8IZ2FJy1k2j13wxYIBAJB2SKE6KXEtgt2t7Ga/jpkTxMivQElKNRtWK6AQnSAdpFGbm/o5zauAi9vL9kGpUAgqPjoV/3m0RHL9p9HUWvU0oxVB5zd+uPo2l8zZpz/CXLiCR9nVP40bpwvCA4JCdGMXxy3Wv91iRk4cCC///47iYmJnDt3jsWLF9OtWzcOHjyILMu0bdu22Hl8/XW+0/A999xT7HMBIiLyHaUtFkuJzheUDRkaCwehRhmXhlOSZLchnUtwG9ft2oTxj++9up98umyE6JDv1Plse89FfgtPFvLZy8tBv22t27ASHIarbbfSStE3SBK20U+hRGs7KJo//x/SeW2hVKXE6cQ88xXt4i6dHuvElyFQ+/vT4yX73YijSz/NmPHPX9FvWVWiVAUCgUBQtbm8wC/VEOgWl6x54HBf5yoUxeXxHajQbjWlTPtI7W4gu1KL+fNUNf7pCqTz4MJqb9kR233/Fc5h1RlZxnH9XVhenoWzY29UvXZRhxa6I/swf/kOAY/ejGnWFHT7t3ssDBYIBILqQGKOi3OmUM2YfN59vUo1moq9HlCZcXbug2pyd7k0bPqz+HPQCkC/OmY2jYjiox6hXB9jpJap8oif0mwK0/fn0OmXZK5fcoEfj+Vh9cLVtCIinzqCYcWvmjHbqIfBz9/HGQkEAoGg1DAYUSNrFnmYEKL7HpNOok9tM1M6h/DXTdHsuS2a97qFcl2sGX8tRy7g/dihjGo+EbukbXbYKfs463a+Qpwl2es8zlsU5h7J497VaTT47hxDF19g2p5s9qY5UDWMoQQCgUBQNggheimQmOPk0BVtfwE61dDe/LqIGhbhNialV0whOsALHYIxa8wFVp6xsfJM8VvPCQSCio107jSmH2Zqxpwde+PsMdjHGVU8bPc8jhJew21ccjgwfTIVnFXDScRbevXqBUB8fLxbzOFwcPz4cQICAop0Of/rr784ffo0AwYM8Chq90RaWhqLFy8mLCyMYcOGFetcgNzcXA4dOkRAQMAlQbqg/FFV1YMjuuSxZa/uCkdz6cI5zJ++4fU95bQLkJ1RrDyLw+OtA+kWrT1XfGxjuma3HQD9ltVIGptyzu4DQV+53JcA8AvA+vArqAb3vwvJmod5+stgt5VDYqWPcf4n6I7u14zZ73gQpVHL4l9UkrDd/38otbRbU5q+eBvp3OniX1cgEAgEVZrLC/y0HNEBzcKpwpCSz2rOUaDsOs1o0SrcgEFjtXNHSuUTNZUaqorpq/fR79qkGc6rVY+scc9XzrmkoNRR6jfB+sir5H7wE7b/PIYrrqnX50p2G4bNf+L3v//D/793Yvzp86pVWCoQCARekpjr4pwHR3Qt1Iio6lUMZvbH2flat2EpNwvdTu35SkXHqJP4T5MAZvcK4rdOVvbfHMYvgyJ46ZpghtczUzew4neV3Xjezth16TSff47ntmZwOKMS7W0oCqavpiGp7uvHzladcHXqUw5JCQQCgaA0UWpqGxpdjhCilz91A/U80CyA7wdEcOKuWiwYHMEjrQIZWtfMkNh//8vs2I9X+j9Pnt69OBGgsSWJLbsm0zHneLFzcKmwKcnOK39n0WthMi3nn+cR4ZYuEAgEPkHsMJQCq85qi2P61TEVep4aEgEUbFssZaSUVlqlTmygngktApm2N8ct9uK2TPrWMqGTq9FimUBQlXE6MX8yFUlD/KeERmC9XzilARAQhG3ss/i99aRbSHf6KMZfvsQ+clw5JFY+xMXF0a9fP1atWsXXX39dwJF82rRpZGZmMnLkSPT/CByysrIIDi7oCn3u3DkeffRR9Ho9zz33XIGYw+HgxIkTGAwG4uLiNHP44YcfsNvt3H///ZhM2s/h7OxskpKSaNSoUYFxi8XCY489RnZ2NqNGjbqUp6D8yXWqODTWBsJMMkq9Ru4B/hE8dR+Y/weHHfOMyUi52W7HqXoDzl5DMKxe5BbTnT6Kq2XHq8rdEzpZYlavMHotTCbLUbAaP8Ou8tCGdH4ZFOHWXcewfrHm9Zy9hpRJnr5AqdsQ271PYP78LbeYLuEYpm8+wDb66XLIrPTQbV+HcdmPmjFnx944Bt5S8ov7+WN9+BX8Xpng9tyWrBbM01/G8tLHoOE2JhAIBILqyeUFfh6F6NmZqGGFF5BejpxwzHPs7Mn8wjJj4etkpYFJJ9EyzMCu1ILCmR0plUhIU8oYfvsGw9rfNWOuyFocu/1RapnduyAKqjmBITgG3IRjwE3IicfRb1iGftNy5Mx0r06X05IxLpqLcdFcXI1a4eg1BGfnvuDv3oVBIBAIqhqJuS6ydX7kyCYClaKL65XwaB9kVbFw9LoOw/olbuOG9Utwde7r+4RKmQiTTL8QM/3q/LsWk2Z1sTvVwa5UB7tS7exKcXAqp+J1EEm3qczcn8vM/bl0izZyf9MAhtfzw+zB1bQioF+3GN2xA27jqt6A7T+Pib0sgUAgqAIoNWNh77ZCj1GDw3yUjcAbTDqJvrXN9K3taW+qH/SKQXn3GeQs97WGcFsmG3e9Rk5IDSwuyHWoOJSi3c3TDIGsCG/NrNoDuGAM4WyewjdH8vjmSB56CTpHGRkYY2ZgjJmWYXokMU8QCASCUkMorEqBVWc8CdELF3tobehJmanIJw55fW8lqg4EaG8algWPtwni6/g8Uq9wJT2Q7uT7Y3nc3TjAZ7kIBIKyw/jb1+hOHNaM2cY8U61ahRaFq0UH7INv0xQYGhZ/j7NtV5Smbcohs/Lh3XffZdCgQTz66KP88ccfNG7cmD179rBu3TpiY2N57bXXLh37ySefMH/+fLp27UqNGjVITExkyZIl5OXl8dFHH9GuXbsC1z579iydO3cmNjaWvXv3at5/7ty5AAVE8FeSlpZGp06d6NChA02aNCE6Oprk5GTWrl3LmTNnaNGiRYE8BeVPhoYbOkCoUUYNq4EaGOzm2imfPnrp/xu/n+n5O+2uiSgNmmkK0eVTZSdEB6gXpOftbqGMX+e+wLLmrI2PD+QyseW/Qg3pzEl0xw66HeuKa4YS06DM8vQFzl7X4Yjfi2Gdu9DesG4xriatcfa6rhwyu3qkpERNkT2AEl0H6+inr3pDTIlpgO2+/2L+9HW3mC7xBKavp2EbM0lsvAkEAoEA8FaInlGsa+oSTniMSYqCfOYESlyzYl2zpLSPdBeiJ+S4SLG6iNRq9VeF0a9bgumXLzRjalAImY9OwSncoARFoMQ0wH7HBOy3jUW3dxuGDUvR7dyE5GUXON3RfeiO7kOd+2F+h72eQ3C1aA9y9fp9FAgE1QOLUyXFqoAkcc4USmNLUpHnqBFRPsisYqE0aY0SXQc56UyBcd3ebUhpF1A1upBWdsLNOq6to+PaK8Tp+9Od5DmLFlWVBkcyHXwdn0d8pnuXby02J9nZnGTnUV06Zl3x1pQCDTI9axp5ok0QTUMNJUnXO7IyMM3/RDPkuP4uVC8cdAUCgUBQ8VGjhSN6VUSp3wTLC9Pxe/dpt3khgM5pJyT1DMVSplige9YRnjm1iG9q9uT9mKEcDqgNgPMft/SLjum1/WX61zEzIMZM39omQowabRYFAoFA4DVCiH6VuBSVNWetbuPNQvXUCSh8MV1rIiQ5HPhPftDr+6uShKPfjdhHPQy6sv/nDDHKTGofxFN/ZbrFpu7I4qb6fgRo9UAWCASVBvnofgy/zdWM2QfchKt1Zx9nVPGx3zoG3f7t6BILii8kVcX86VTypnwBftWjUCcuLo7Vq1fz+uuvs3LlSlatWkV0dDRjx47l6aefpkaNfzcROnfuzMaNG1m6dCkZGRmEh4czcOBAHnvsMdq2bVvse//9998cOHCAa665hpYtW3o8LiwsjDFjxvD333+zYsUKMjIy8PPzo0mTJowfP56xY8fi5yccASsS6XbtzZhQkwyShKteY/T7/y4Q0506CqqKfssqjCsXaJ7v6NIPZ78bwWFHlWUkpaAIRz51pFTyL4yRDfxYlmDllxMWt9gr2zPpU8tEq/D8zRotpygAR+/KKdC+Ett/HkM+cRidhqOq6ev3Ueo3RYmtZIJ7uw3z9MlIlly3kGowYn34lVJzhXT2GITj8B5Nx1PDhmW4mrTB2ef6UrmXQCAQCCovqqoWEKKnehKi57iv+xRGYY7okF/g5zshupEvD+e5je9McTAwpvoIX3W7t2D68m3NmGo0YXniDZToOpCQ4OPMBJUWnR5Xu2642nWDnCz0W1ZhWL8UnZemKpLDjmHznxg2/4kSXgNnj8HYO/Ut25wFAoHAx5zJ/Vfge97onRBdiah+juhIEo5eQzH99FnBYVVBv3E5jhtGlVNiviXcrKNXLd/NTwfHmpnYMpDNSXbmxOey8KQFmxem7FYXWF3FE8tn2F38cMzCT8ctTGgZyNPtgggqg/1j04+fanbBVGrUxj7srlK/n0AgEAjKB6VmbNHHhAohemVEja6D5YXpmN99Bt3J+FK7rll1MPbcasaeW80f4e2YFjuUNaEtChg2XemW3iXayMB/hOnCLV0gEAiKjxCiXyU7Ux1kaIij+tUput2wUowWx56QVBXjygUoTdvg7NLvqq/nDfc1DeCTA7kczSpYMX8uT2HG/hyebhfskzwEAkEZYM3D/MlUJNXdEU2pVRf7yPHlkFQlwGjCNv55/F6Z4OYIJqckYZr7Ibaxz5ZTcr4nJiaGmTNnFnlcnz596NOnj9fXrVevHhkZGR7j11xzTaHxiwQHB/P229qCDEHFJN2DI3qYKX/zQqnXGK4Qoku5Wej2/43pC+1/a6VWXWz3/1/+goPRhFK7PrrE4wWO0flAiC5JEu91C2Vrsp3E3II7P3YFxq1NY9UNUZhxod+03O181WD02RywzDGasD78Cv4vj0OyFhSPSXYb5ukvkzd5FkiVR0BmmvsRusvc+S/H9p/HUOo2KtX72e5+BPnEIc17mr75ACWuaanfUyAQCASVizynyuUG2BcM2ms4UnYxhehXzKPc4h6eh2VB+0ij5viOFDsDYwrvXlhVkE8cwjz9ZbdCSwBVkrFOfBmlYQuwuptrCAReERiMs/8InP1HICeeQL9hKfpNK5Az07w6XU67gHHRXMIXzcUY0wjXyLHQtksZJy0QCARlz5nL1nbOGUO9Oqc6OqJDfkG98efZbnsRhvWLcQy7S3R1KyMkSaJ7TRPda5p4q4vCD0fz+Co+l0MZ3rmkFxenCh/ty+Gn43m81imEW+L8Sk3UJXvorgj5624Yi96rFwgEAkHlQPGiw4UaLITolRU1OAzLs+9j/uhl9Pu2lfr1r0/bxfVpu/g7sD7TYofyU40uOOWCckmnChvP29l43s7kf9zSB8SYGVAn3y09WLilCwQCQZGIb8qrZOUZ7Q2b/nWK3thSQyNKLQ/9trWldq2iMMgSkztqb1R+sDeHpDwvyucFAkGFxPTdTOTks27jqk6H9cEXwFQ9Nu1LglK3EfZbRmvGDBuWofPh97RAUNXI8CBED/3npV+p21gzbv7wBSSb+1xNNZrznaj9/C+NKfXcryGdTwCbu1N5aRNqkpnZKwytLZgDGU5e+TsT3Z4tyJnpbnFnx94QoO1kWhlRa8ZgHfO0Zkw+n4Dpi3dA9U274qtFv2GZpjs5gKPnYJy9h5b+Tf8R86saXTgkhx3z9JchL6f07ysQCMqURYsWMWLECOLi4oiOjqZNmzaMHj2axMREt2NPnjzJo48+SqtWrYiKiqJx48YMGzaMBQsWeH2/1q1bExoaqvnf9deLzgqVnSsL/FI8OKJTHCG6NU/zPfJyfFHgd5HmoXr8dO4zq50pDo2jqx5S0hnM7z2LZNdes7Td9ySudt19nFXFJdOu8OHebLr9mkSzH85x87IU3tqVxdqzNnId2u8hgoIoMXHY75hA3rT5WJ58E0envqh6g9fnByYeJeS9ZzD+9Dm4ykYEJxAIBL4ioYAQPcyrc9Tq6IgOqOE1cLXu5DYuJ51BPrK3HDKqfoSZZCa0DGTziCiWDo3kjoZ+mMvI/+FcnsKYtekMW5rCgfRSmJe7nJi+mqYZcnbsjUsUuAkEAkGVIj0wErtc+HumGiKE6JUasz/WJ17H0X1gmd3impyTzD04kyNbnuDJ038Q7HTvqHiRs3kKX8fncc/qNBp8d45hSy7wwd5s9qc5UCvJPqVAIBD4GuGIfpWsOmNzGzProHt00VXWrqZtUHV6pFJYYC/Keaq0ub6umW7RRjYn2QuM5zpV3tyVxbTu3i2wCQSCioNux0aPgjn7Tfej1G/i44wqH44ht6HfvRndod1uMfOX75LXqCVqKXTDEAiqGxn2wh3RXfW0HZ61ROiQL75RYuIKjCl1G8HGZQXPV1XkhOMojVoWN+Vi07uWiUdaBfLhPneR8McHcnku6Xf8NM5z9rquzHPzNa5OfbEPvAXjip/dYoatqzE3aA6N2pdDZt4jJx7H9NV7mjFXTBy2e54oM2cvNboO1jHP4PfRS+55JZ3BPPt/+YUYwllMIKjwqKrKE088wZw5c4iLi+OWW24hMDCQc+fOsXHjRhISEoiJ+dcNaPXq1Ywald/CfsiQIdSvX5+MjAz279/PmjVrGDFihNf3Dg4OZsKECW7jdevWveqfS1C+pF0hRE83BKAgIVNwA0XK8V6ILp85WfQxp4+B4gK57Dub6GWJNhEGtiQXXLPamWJHVdWq3VY3KwO/d59GznIvYASw33gvzr7DfJxUxeR8notZB3L44lAuWY5/P//nLTZWnbUB2egkaB1uoGu0ka5RJrpEG6nlX3m68/gcnR5X26642nbFlpOFfssqDOuXojtxyKvTjYvmoovfi3XCi2LtRCAQVFoScy4ToptCvTpHqaaO6ACOXteh37PFbdywbgm2Jm3KIaPqiSRJdI020TXaxJtdFOYdy+Orw7kcKAOX9I3n7fRamMz4FgE80y6YkBK6i+rX/OHW3RJANZmx3fXw1aYpEAgEggrEyWwnt69IY545mlZ57sYcFxFC9CqA3oBt3HO4WndG2r4ea0Yafn5+yLJ38wXJakE+shepCKF4rC2N/x3/jhdO/cIXta7lw5jBnDbX8Hi8U4UN5+1sOG/n5e1Z1PHXMSDGxKAYM4NizRjkKrzWKBAIBMWg0gvR33//fSZPngzAihUr6NTJvXq+rMiwKWy/YHcb7x5twk/vxYMmMATb3Y9g+vr9Ih+ERSGdPwN2m8/ajEmSxJROIfT//YJb7Kv4PMa3CKRZqPfONwKBoHyRMtMwffG2ZszVqBWOoXf4OKNKiqzDOvZZ/F8YjWTJLRCScrMwzX4L63//J8R/AkExudK58yIXhehqzRhUo9mj6+PlOPoMw9ljkNu44kHMLp866hMhOsDzHYJZfdbG3rSCrkBR9kwiD211O16JjMbVvGILskuK/Y4H0R0/gO7YQbdYwI+f4n/P0xAbWw6ZeYElD/P0l5Hs7gWrqtkvXwRexh1GXB17Yx98G8ZlP7rF9NvXYVjxM45Bt5ZpDgKB4OqZNWsWc+bMYcyYMbz11lvodAXFj07nv6KAhIQE7r33XmrVqsWCBQuIveI78vJjvSEkJIRnn3225MkLKizptoLrT4okk6YPINJZsBhOKoYjupxQtDmCZLcinU9ErV3P6+teDe00hOhJFoWzeQp1AqqokNhmwW/as8hJZzTDjt5Dsd90n29zqoAcyXTw0b4cfjiah4d610u4VNiV6mBXqoNZB/Lf8esG6v4VpkcZaR6mRxbv+O4EBuPsPwJn/xHIiSfQb1yGfuNy5My0Qk/THd6N34tjsI3P33gWCASCykZiAUf0UK/OUcM8i16qOq723VEDgpFyswqM67euxnb3I2D293CmoKwINcmMbxHIuOYBbLtgZ2mClXN5xesSY3Gq/H7KgtPD1rdLhZn7c/npuIXXOoUwsoFf8YpF7TaMv32jHRpxH2o1Lu4QCASCqsb2C3bu/DOVC1aFI/41PQrRVaMZzFp2ToJKhyTh7D4Qa4deJCQkEBsbi9ns/Z6adO40xmU/ot+wDMnhrue7nGCXlccTl/Bw4jJ+iurCtJih/B3coMh7nMlz8VV8Hl/F59EgSMeUziFcF2uu2uYXAoFA4AWVWoh+4MAB3njjDQICAsjNzS36hFJm7TkbLo2X6H51vBeDO/vdiKtdd+RjB5Cc3rUi0+3bhmHDlY6dCvK50yj1Gnt976vlmhpGbonz4+cTlgLjigovb8tk3kDhXCMQVApUFdMXbyNnZ7iHzH5Yxz8Hukr9uPApamRNbP95DPOnr7vF9Hu3YVi5AMeAm8ohM4Gg8pLhQYgeavznhV7WocQ2QHfsQKHXcdVtlL+J5SGmhe7UEXzVHN6kk/isTxh9f0vG+u++JaOSNmBQXW7HO3sOAS9dACodegPWiZPxf3Gs22ak5HJS/5dPyGndHoqx+OQTVBXTl+8gn0vQDNseeAq1lm/chO0jx6M7dgDd0f1uMeMPH+Nq0NxnRRYCgaD4WCwW3nrrLerXr8+bb77pJkIH0Ov/naO/9957ZGVl8c0337iJ0K88VlC90eo0k2IIcheiF8cR3csufbrTR3H6SIjeoYYRDrqvFe5MsVMnoApuTLqcmGe+iu64exEfgLNNF2z3PlkpiqLznAp/X3CwJdnO1mQbaTaFaD8dXaOMdI020TbCgFFX/J9j+wU77+/J5o/TVq7GDuR0jovTORbmH8tfDw02SnSpYaRLdL4w/ZoaBvz1VXSOXkKUmDjstz+I/dYx6PZtR79+KfqdGz2uhcvZGfi98zT2G+7OL54Qa1ICgaAScbkQ/byx6M7BSkiYzwymKiQGI47uAzCu+KXAsGSzot+6FmfvqtcJsLIgSRKdo0x0jirZ5/NwhoOn/8pk7Tl3o4aLJFsUxq9LZ87hXP7XNZTW4d4ZnBnW/I6ckeI27qpTXxgvCAQCQRVi4UkL49elXdovO+JXy+OxakhYpVjzEJQ9aq262O77L7abR2NYtRDDn79q6mAuR4/CHcmbuSN5M+tCmvFe7FD+iGiPKhW9vnM828VdK9PoW9vE651DaBEmDFsFAkH1pdKu4jocDiZMmEDr1q1p0KAB8+fP93kOq89ou272q1M8QYwaXgNXeB/vjw8MdhOiQ74DlS+F6AAvXhPMolMWNwehZYk21p610ad2NV5AEwgqCfo1v6PftVkzZhv1CGpUbR9nVPlxdh+IY9dmDFtXu8WMP3yMs0UHnzkBCgRVAS1HdKMM/pd1oFHqNS5UiK76BeQ7UXva3AsIQqlRC/nCuQLD8umjJUu6hDQLNfBqxxCe3vKP+EtVue/cWs1jHT2H+DAz36NGRGMd/zx+7z3jFjNlpqJ/9UEIDC6HzDwjuZweRej2/iNwdunnu2T0eqwPvYz/y2PdXG0llwvzjFfIe+0zCAzxXU6CssXlxLD4B/S7/wKLjwq1DUZcTdpgv+l+8BNOdaXJqlWryMjIYNSoUbhcLhYvXsyxY8cICQmhb9++NGjwrzOLqqosWLCA8PBw+vTpw65du9iwYQOqqtK6dWt69+7tdfvSi9jtdr799lvOnz9PUFAQHTp0oGPHjqX9YwrKAa15VaohCCwF50DFcUTXJRzz6jj51FHo2t/r614NHSK1N312ptgZVq+KCdFVFdNX73t8r3fFNcU68WWooAUpSXku/kq2syXZxl9JdvakOjTcMx38cTp/Hdasg/aRRrpGGekSbaRLlOlSp6QrUVWVFYk23t+bzaakwl2wSkqWXWXFGRsrzuSLrPQStI0wXMqta5SRaP8q6sJfXHR6XG274mrbFVtOFoY1izD+8iWSS7v017hoLrrDe7BOeBE1vPq6BQsEgspFYs5ljuim0CKPV8OjyzCbyoGz13VuQnQAw/rFQoheiWkaamDB4AgWnrTy/NZMzuS5m2xcZHOSnT6/JTOmWQDPtQ8m1MPcDgCbFcPv32qG7CPHV9g5r0AgEAi8R1VVPtqXw0vbC5oUxfvX9HxOSHhZpyWobASH4hhxL46hd6DftALj0vnI504XeVrvzEP0zjzEsYBavFPnOr6J7oVVZyzyvDVnbfRcmMz9TQN4rn0QEWaxFiQQCKoflfZt7J133uHQoUOsXbuWDz74wOf3V1WVlWfdq7hr+8s0Dy3bv1YlRrsViHzmRJneV4v6QXrGtwjko305brEXt2WyZngN0Z5WIKjASOcTMX03QzPm7NATZy+x0FsiJAnbvU+gi9/r5swhOeyYP5mK5cUZoBcVsQKBN6RrOHeGmeQCLc5c9RpT2G+UdcwzqNF1Cr2PUreRuxA98Ti4nD514RvbPIAViVZWnLHRK/MQLfPOuB3jbNEBtYZn94eqgqttF+w33I1x0Vy3mC4jFTJSyyGr4uOKa4b9zod8fl81Igrr+Bcwv/s0klpQ0SWnJWOeNRXrk29WXWf96oSqYvpkKoYt7kVwZY3uxGF0h3djef6j6u3kV8rs2rULAJ1OR48ePTh69N/CKFmWeeihh5gyZQoAp06dIj09nfbt2/P4448zZ86cAtdq06YN33//PXXqFP4cvJykpCQmTpxYYKxDhw7Mnj2buLi4kv1QggqBlhA9xRDkNua1I7qqIid4tx4lnzri3TVLgYbBeoINElmOgs+/HSnedSOsTBj+/BXD2t81Y0pU7fxnvbliFAspqsrhDCdbku1sTrKxJdnOyWzPoiQtrK58sdLmJDvszR9rFqqnS5SRLv+4pscE6PjlhIUP92ZzIMP7/kbNQvWcynZh0WqB6SVOFf5OcfB3ioOZ+/MLw+oH/evo3iXKSNNQvVgvDQzGMWwUlkat8Pv4NUwarqYAuvg9+L80Buv453G17uzjJAUCgaB4qKpKYu6/z51zxtCiz4mIKsOMKgdKvca46jVGd8VcURe/F+l8AmpN945PgsqBJEmMiPNjQIyJd3dnM31/Dg7txpcoKnx6MJdfT1h4qGUgdzXy1yzmM6z+DTkzzW3c1aA5rrZdS/tHEAgEAoGPcSgqT23OYE58nluscEd0IUQXeMBowtl3GM7eQ9Ht2YJh6Xz0B3cWeVrD3HN8HP8F7yT8xI8NBvFiaD/OGQo3dlJUmH0olx+P5/FMu2DGNgsoUVc/gUAgqKxUSsXBrl27ePfdd3nmmWdo1qxZueRwNMtJQo77Rsm1dcwFRFFlgRoagRrg7v4oJ3jXCrm0+W+bIEKN7j/znjTHpTa1AoGgAuJyYv50KpLdvbuDEhKG9f7/Ey2srobAYGxjJ2mGdCfjMS74yscJCQSVlwybuxAk1FhwGqvUbeTxfPvg23B17F3kfVwanWUkh92rCvnSRJIkpvcMo6GUx5cHZ2ke822t3uR42rmpYthvug9ns3blnUaJUQOC8l1IDUU7JpQFrtadcAy/RzOm37sVg4bIX1D5MCz/qVxE6BfRnYzH9I3vC8SrMikp+YK8GTNmEBwczKpVq0hMTGTx4sU0atSI6dOnM3v2bAAuXLgAwJ49e/jpp5+YMWMGJ0+eZPfu3dx7773s2bOHe++91+t7jxo1ioULF3LkyBHOnj3LunXruP3229mxYwfDhw8nOzu79H9ggc/wWoienQlq0WJcKT0FKTeryOMAdKePeHXN0kCWJNpGuJcp7kyxo/ooB18gnU/EOP8TzZgaFILl//6HGhzm46wK4lJUfjtp4Y4/U2nw3Tm6LUjm8U0ZzDtmKbYI3ROHMpx8FZ/HQxsy6PBzEjFzz/Lg+nSvROiyBCPq+7FqWA3+uimaU6NqsXJYDaZ0CuaGemai/K5++fxktosfjll4fFMG3RYk0+C7c9zxZyq/nbTgUqrO57EkOOs35fCYF7G17+HxGCk7E793nsb40+f5RcICgUBQQUm1KVgve7Sl6wOwSoUbkSgRwhEd8GiIY1i/1MeZCMqCQIPMyx1D2DQiin5FdNK+YFV45e8sWs4/zz2rUll1xopycf5us2D4/TvN8+w33y/2swQCgaCSk2lXGLkiVVOEDkU4opfz2oegEiDLuNp1wzppGnmvfIqj2wBUL0yaAixZ3Lf/J05veYxDWd/wdGQqtfwLPy/LrvL81ky6L0hmaYKlSq1FCgQCQWFUOkd0m83GhAkTaN26NY899lixz7da3QWXJWHZSW2Bda8acqndozBMdephiN9bYExKOO6Te1+JGXiypR8v7XSfEL72dyaDa0r46av3y7/dbi/wvwKBL/H0+fP7/Vt0xw5qnpP9nydwGM1QDt8pVYpGraDfjfitWugWMvz+HXnNO+Bs2KIcEis+ZrO5vFMQVGO0BFNhV7RoVWLiUP0DkPJyC4y7GrXKb8vqBUo9bTG7fOqox440ZUW0WWL12c+obXN3BszU+fGwvQ0RvybzTrcQhsT6+TQ3n6PTY5vwIvJLYzUdjyo61nHPlrt7vX3EPchH96Hf/7dbzPjrHJTGrXC16FAOmQlKA/nofozztItWfIlh3WJcTdvg7DmkvFOpEihK/rPPaDTy7bffUqtW/vdI9+7dmTNnDj179mT69OmMHj360rEul4vnnnuOUaNGARAaGsoHH3zA/v372b59O5s3b6Zbt25F3nvSpILFlG3atOGTT/KFrvPmzeOrr77i4YcfLrWfVeBbtOZVmSYNIbrDDnYrmAqfZ8iJ2qYISmgE8hWdS6TsTKT0C6jhvnH+7BBpZP35gu/BGXaVk9ku4oIr3ZKoO4qCefZbSHb3jo2q0YzliTdRo2PKIbF8rE6Vecfy+GhfDkezfCse1mio5IZJB3c18ueRVkE0uOzzYNRJXFPDyDU1jDxMvrvtyWzXJQf3Lcl2DhXDZV2LDLvK0gQrSxOsNArW80irQG5v6I+5mq6fusz+ZI9/ATYswfj9TCQPYnPjornoDu/BOuFF1PAaPs5SIBAIiibxSvMqSeKcKZQ46wWP5whH9Hwc3fpj/OFjJGfB7jX6Dcuw3/IAyO7O2ILKR+MQAz8PimDRKSvPbc0kMddzUaJThd9OWfntlJV6gTrubRrAxOO/EZid4Xasq1ErXK06lWHmAoFAIChrTuc4uX1FKgcLed++qU0t1J0BSJZct5giHNEFxUCp3wTbgy9gv20chhU/Y1jzu+bn6nIkp4NGO5by+o6lvNKmC0ta38iDqfVJtnoWmR/NcnLHn2n0q21iaucQmocVXqQqEAgElZ1Kt+vy+uuvc+zYMdasWYNOV/yFh/Pnz+NwXH0b3iUnTEDB+0uoNHQlk5Bw1ZcvEjU4kiuX23UZKZyNP4TLL6DsE7iCAX7wqdlMorWgKOxMnsI7W89zX6xwq4H89uYCQXlx+efP/8wJmvz+reZxFzr0ITG0Fj75MqsGSJ0G0XTPVvxSzhUcVxX8Pn2DQ2NfQjFVbJG3wWCgfv365Z2GoBqTrqEkCb1CiI7RhP26OzD9PPvSkBIRjXXiS6D3bsqr1HV3RAeQTx+FHoO8T7gUMCz5gdqHt2rG3ou9HovORGKuizv+TOPG+mbe6hJKTY12tVUFNTQC60Mv4/fu05piq4qKfcS9uNp1L+80QNZhe/AF5BfHImcULG6QVAXTx69hefUz1LDIckpQUGKyMzDPmIzkKh1H2avF9NU0lHpNUGJ9W7xTFQkOzu+C1q5du0si9Iu0aNGC+vXrc/z4cTIyMi4dCzB06FC3aw0ZMoTt27ezc+dOr4Tonrj//vuZN28eW7ZsEUL0SoyWED3Pz73rHoCUlYFaowghuofufM7uAzEu/sH9+NNHcflIiN4+Ursbyc4Ue5UQohtW/IzuCpOKi1gfegmlYXMfZ5RPhk3hy8O5zDqQQ5Ll6jr4mHQQF6TnaKYTZymZR4UYJcY0C2B8i0Ci/IqeP0uSRFywnrhgPXc1zl9zTbcpbEm2sSXJzl/Jdnak2LGV8FF8NMvJY5syeH1nFg+2COT+pgHu7zrVAUnCMfBmXA1bYJ75CvKFc5qH6eL34P/SGKzjn8fVurOPkxQIBILC0RLVnjcWLkQXjuj/EBiCs30PDNvWFBiWM1LQ7d2Oq22X8slLUOpIksTw+n4MiDHx3u4cPtyXXWQR4akcF+9tSeKhLd9rxoUbukAgEFRudlywc8fKVJI9rCHIErzeOYQHWwSiLItBd+Kw2zFqqBCiC4qPGhGF/Y4J2G+8B8PaxRiW/4ScWrSmy7BnC8P3bOG6uo34sdkNPGhvR14h8stVZ230XJjMA00DmNQ+iAhz1d3PFQgE1ZtKteuydetWPvroIyZNmkSLFiVzkK1Z03O7Fm+xuVR2bHZ3Y2wXYaB1A9+IN8xNW8F299brdSUnzthYn+RwJS9JNsZtzHEb/+qMiQfaRlEnoPo+TO12O0lJSURHR2M0am+ECgRlhdvnz2Yl7NPJSKr7y5wrqg7SfU8QW8GF0ZUN6/jnMb/5uJurlynjAk03LSLnnifLKTOBoHKQqSGYCjW6by44brgbpWYs+p0bUUMjsA8bBQHuDp+eUMMiUYJCka9w1pFPHSl2zleDfGh3ftt5DdaGNOfNusMLjC08aWX1mSQmdwzhvqb+yFV040Vp1hbLC9OR/vwV5+kTmMwmZC/a5pUHakAwro69cHbtX96pXEINDsM68SX83ngcSSn4OyVnpWP++DUsz7wLukr1ili9URTMn0xFTnMXNaiShKtZuzLdiNUdO4BkK9g9R7LbMM94mbyXPwE//zK7d3WgceP84qiQkBDN+MVxq9VKXFwcOp0Ol8ulefzlx14NERERAOTlabfHFVQO0jTmVVZ/D0L0nMwiu3poOaKrOh3Orv21heinjvqsSKt9pLbL0I4UBzdX8noZ6Xyix/mivf8IXO19Xwh3NtfFxwdymHM4l2xHyVTjkWaZLlFGukYZ6RJtpG2EEZNOIs+p8PcFB3/940q+9YKdLHvx7lHHX8eElgHc2zSAIMPVzSHDTDJDYv0udSayuVR2p9ovCdP/SrKTqvG7VhhJFoVX/s7ivT3Z3Nc0gAktAqldDddSlQbNyHvlU8xfvI1++zrNY6TsTPzeeRr7oFtwDLgZNbqOj7MUCAQCbbSE6OeMoYWeIxzR/8XZ+zo3ITqAYf1iIUSvgvjrZV64Jpg7G/kzaUsGK84Ubjzx8JnlRDrc96DzGrdBEV3+BAKBoNKy8KSFB9elY3Fpv+P76yVm9wnjurr5799KzVhtIbpwRBdcDX4BOIbchmPgTei3rcWwdL7m5+xKDKePctfpadwWWoPvGg7hCb/eZOm190VcKnx2KJf5x/OY1C6YMc0DMMhVcz9XIBBUXyqNysDpdDJhwgRatmzJE088UeLrmM1XL67cctaGRcPlpn+MX6lc3xvkuKaa4+bkRJytO/okhyu5rbGJz+JtbLtQ0HE+x6kyZHkWs/uG07uWqVxyqygYjUaffUYEgiu5+Pkz/TATXfIZt7gqy9gefAFzSKjvk6vqNGmF/eb7Mf34mVvIvHE56jW9cF3TqxwSEwgqPg5FJUtDyBKm5RIoSbg698XVuW/JbiZJKHUbIe/fXmBYd+oIqKpPnHWkzDTMH7/qJhQGSDKGMKrFRFwa7YizHCpPbs5g3rE8pnUPpUUVbe+m1GuMddSjJCQkEBsbK+ZVxURp0gb7beMwzZvlFtMd3o3x59nYR44vh8wEJcGwaC76vds0Y47h/8F+8wNlen/d1jX4zZjsNi6fS8D0xdvYHnpJOJJdBb165c8N4+Pj3WIOh4Pjx48TEBBAZGQker2ezp07s3nzZg4dOuTmen74cP6ied26da8qp+3bt5fKdQTlS4aGONYZqF3wIGVnFnk9LUd0pWYsSkwcqsGI5LAXiOlOHeHq+xR6R91AHREm2U0QvCPF7uGMSoKiYJ79lmaXGKVGLewjx/k0ncMZDj7cl8P8Y3k4immA3iRET5d/ROddo4w0DNYjaTw7/PUyvWqZ6PXPuqJLUTmU4eSvy1zJT+doW5I3C9XzaKtAbm3gj1FXNs8lk06ic5SJzlEmHgFUVeVYlpO/kv8Vpx/J9K5bZLZD5aN9Ocw6kMPIhv482iqQpqFVc27vkYAgrA+/guHPXzF+P9OtqP8ixuU/Y1z+M64mbXD0GoKzU19RCCcQCMqVRI1nUdFCdOGIfhFXq44oYZHI6QU7uel2bITsDAgKLZe8BGVLwxA98wdGsCLRxicHc1h1xsaVK8HBzjyeTPhD8/zhAcMJWJXGo60C6RJdvfegBQKBoDIRn+HghW2ZLE/0XIhU00/mhwERtLus450SHaN5rBocVuo5CqohOj3Orv1xdumHfHgPxqXz0e3ahKQWboZgyLjAvX9/wyjjT/xQ91pejhjEKb8amsdm2lWe3ZrJF4dzmdophEGxYp9TIBDks2jRImbPns3u3bvJy8sjOjqaTp068corrxATo/38O3nyJD169CA3N5f777+fadOm+TjrglQaIXpOTg7Hjh0DoEYN7S/sgQMHAjB37lyGDRtWZrmsOqPtIta/ju9ecJU69TXHdQnH8W5bo/SRJIkpnUIYvDjFLXbBqjBiWQovdQjmsdaBmptKAoGg7NHt2oxh9W+aMfuN95Zb6+7qgGPoHeh3b0EXv8ctZv7yHfIatkANjSiHzASCik2mh96smkL0UkCp1xiuEKJLeTlIKeeLdAS9+pu7MM2agpyR6hZSJZmscS/QMCWa8+c9i6e2JNvpvTCZx1oH8n9tg/HTizmXoCCO625Hd2Qv+h0b3WLGP77H1aS1z5xqBSVHt/9vjL/O0Yw5W3TAPuLeMs/B1bkv9vhbMK742S1m2LoapUlrHANvLvM8qipxcXH069ePVatW8fXXX3PPPfdcik2bNo3MzExGjhyJXp+/rDN69Gg2b97Mm2++yfz58zGZ8tcn4uPj+e677wgKCmLAgAGXruFwODhx4gQGg4G4uLhL4/Hx8cTExODvX1DIFx8fz+TJkwG49dZby+rHFviAdI25lVJSIbrTiXz2lPv1YhuCTo8S0wDdiUMFYr7sNCNJEu0jDfx5hbvinlQHLkVFV0ldhwwrfkYXv1czZhv9NJh9I8T9K8nGB3tzWJLgfbeFeoE6RtT3o0u0kS5RxhK3ItbJEi3DDbQMNzC6Wf7Y2VwXW5Jt/JVk50C6gzCTzF2N/RkUY/Z5xyBJkmgUYqBRiIG7GwcAkGp1seUfYfqCkxZOeRDOX8ShwLdH8vj2SB7XxZp5vHU1E1dJEo6BN+Nq1ALzjFeQL5zzeKgufg+6+D2o33yIs2NvnL2G5HeGqaDdkwQCQdVFyxE9w9+zKEo1GFCFuPpfZB3OnkMwLppbYFhyOTFsXolj0C3llJigrJEkiUGxZgbFmjmZ7WRufB7fHMklyZL/7vJo4lLCnblu560Kbcma0OZw2sofp638X5sgnm0fVGnn+QKBQFAdyLApvLkri88P5uIsRNvbMkzPvAERxAQWlLQpDdy1DKrBgFJLGGcIShFJQmnWFmuztkjnEzAu/RH9hqVuhhtXordbuPvoYu46tpTforvwZu3r2B7cUPPYI5lORv6ZyoA6JqZ0DqFZdTMhEAgEl1BVlSeeeII5c+YQFxfHLbfcQmBgIOfOnWPjxo0kJCRoCtEVRWHChAnlkLFnKo0Q3WQy8Z///EcztmnTJo4dO8Z1111HZGRkmbtzrTzrXpUXbJDoWMOocXQZ4R+IEhGNnJpUYFirJbIv6RJt4sb6ZhaedN+EUlSY/HcW2y7YmdkrjBCj2AwQCHyJlJ2B6Yv/acZcDZvjuGGUjzOqZsg6rOOexf+F0UjWvAIhKTsT0xdvY33iDeEcKhBcQbqHlvahZTSPUOo10hyXTx3FVcZCdOOvc9Af2KEZs998P7U6deJ3VWXukTxe3JZJhl17lc6pwrt7cvj1hIVp3UPpU1tU0wsuQ5KwjpmE/8vjNAU95k/fIO+VT8u+8EJQYqT0FEyzpiCpGmLS0EhsE14Ejc4JZYH9jgfRHT+A7thBt5jx+5m4GjQXhY5XwbvvvsugQYN49NFH+eOPP2jcuDF79uxh3bp1xMbG8tprr1069pZbbmHRokUsXLiQnj170q9fP7Kysli0aBFWq5VZs2YRGhp66fizZ8/SuXNnYmNj2bv3X0Hrzz//zMyZM+nevTuxsbH4+/tz9OhRVqxYgcPh4Mknn6RHjx6+/GsQlDJacysp2IMQPadwIbp8/rSmU7ES0yD/f+s1dheip5yH3GwICPI25auifaTRTYie41Q5kuWslBs80vlEjD99rhmz9x+Bq3n7Mr2/oqosS7Dywd4c/kr23lm+TbiBx1sHMry+H/oyEgbVDtBxU5w/N8VVTEfsCLOOoXX9GFrXjxevCea3kxbe35vDnrSiewQsSbCyJMFK1ygj9zTxp1u0ifpBumph9KHENSPvlU8xf/E2+u3rCj1WslsxbFqOYdNylIhonD0H4+gxGDW6jo+yFQgEpU1J3MDKk8Rc93mRLTjc4/FqeLRYC74CRy93ITqAfv0SIUSvJtQP0vPCNcE80z6IZQlWft6TxOPrl2ge+0r9gp+Jd/ZkszvVzmd9wgktIxMTgUAgEJQMp6Ly5eFcXt+ZRbqtcHfpgXVMfHFtOEEG9+9yV+tOuOo2RHf62L/X7nmdz9aZBNUPtWYstvuexHbLAxhW/Ybhz1+Rs9ILPUdWFUac38yI85vZENKUd2OH8ntEB1TJ/TP95xkbqxckM7pZAM+2Dy4zIzaBQFBxmTVrFnPmzGHMmDG89dZb6HQF93idTm1L6hkzZrBt2zZeffVVnnvuOV+kWiSVRoju5+fHRx99pBmbMGECx44d48knn6RTp05lmkdSnot9GhsEvWuZMPi4wlqJiXMXop85AaparotX73UL5UB6iseWs3+ctnLtb8l83S+CVuGVb9NPIKiUqCqBcz9EznSfFKtGM9Zxz4Ou0jwSKi1qjVrY7n4E8+dvucX0u/9Cv/o3nP1uLIfMBIKKS4aHBamyehF31WusOa47fRRXx15lck8A3Z4tGH/7RjPmbNMFx7D8YiFJkvhPkwCGxJp5fmsm849bPF7zeLaLG5elckdDP97oEioWLwT/EhCEdeJk/KY8jOQs+G4j5WZjnjEZy/MfgcGHhbYC73A5Mc98VXOhU5VlrBNf8m0bUr0B68TJ+L84Fik3q0BIcjkxz5xM3iufQWCw73KqQsTFxbF69Wpef/11Vq5cyapVq4iOjmbs2LE8/fTTBbrFSZLE7Nmz6dy5M3PnzmXOnDmYTCY6d+7Mk08+Sc+ePb26Z69evYiPj2fPnj1s3ryZvLw8IiIiGDhwIGPGjKFfv35l9eMKfIDFqWLVMGHWe3DiLMoRXU7QNkNQYvOF6K56jdBa9dGdPlrmgumLtI/UXnfaccFe+YToioJ59ltIdneDDKVGLewjx5XZre0ulfnH8/hobw6HPaz3aXFtbROPtQ6kTy1TtRBNe4telri5gT83xfmx9pyN9/fmsEbD+ORK/kq2XyoAiPKT6RplpEu0ia5RRtpEGHy+Nu0zAoKwPvwKhj9/xfj9TM0CmCuRU5MwLvwa48KvcTVpg6PXEJyd+oJfxSxUEAgEBSmpG1h5k6jV7SI00uPxSkRUGWZTOVGjY3A1aePWVVR3+ijyqSP5nQwF1QKDLDGsnh83b1+J0ZXnFl8e1pqNoU3dxlecsXHtomS+7R9Bi7BKNt8XCASCKsqqM1ae25rJoYyi3+VGNwvgrS4hnovYZRnL8x9h/ON7pLRkXA2a47x2eClnLBBoEBSK48Z7cFx3O/pNKzAu+1GzU+SV9Mw8TM/Mw8T71eSDmOv4umYvLLqCHe9cKnx6MJf5x/J4tn0wDzQLqLprPAKBoAAWi4W33nqL+vXr8+abb7qJ0IFLnZEvJz4+nqlTp/LEE0/QunVrX6TqFUJ1WExWedgU6F/H906TSkwD2P1XgTEpLxcp7QJqOS5gRZh1rLi+BhPWp3tsz3s828XA3y8wrXsodzQSGwACQVkTvnsjpl2bNGO2uyai1qx4C/dVFWfPITh3bdZ08jJ9/zGuFh1Qa8aWQ2YCQcXEkyN6WYmq1eg6qCYzkq3gHEY+daRM7gcgpSZj/mSqZkwJj8I6/jm3tvI1/HR82iecOxpZeXJzBiezNTY7/+GHYxY2Jtn55tpw2kUKYbEgHyWuKbZRD2P+appbTHfiMMbvZ2K/53HfJyYoFONPs9025C9iv20cSpM2Ps4I1IhorOOfx++9Z9xickoS5k9fx/r4627fYwLviImJYebMmV4dq9frmThxIhMnTizy2Hr16pGRkeE23rNnT69F64LKh6d5lV9QIKpOh+QqOJ8o0hG9CCG6J6GQfMp3QvQOHuY+O1Md3FXJdEyGFT+ji9+rGbONfhrMpb++lmVX+Co+l4/353A2T/vzcyWyBCPq+/Foq0Ax9ywCSZLoW9tM39pmdqXY+XBfDgtOWlAKN4cDINmi8NspK7+dyn9v8dNJXFPDQNcoE12ijXSqYaxaTqCShGPgzbiatsW48Ct0Ozd5JUgH0MXvQRe/B/WbD3F27I2z1xBczdqJuYlAUIEpqRtYeWJ3qSRZ3J+VhvAIj+eoEdFlmVKlxdH7Os33Xv36JdiFEL16kZOJYflPmqFX4zw75J/4Zw96Rs8wRsT5lVV2AoFAICiCI5kOXtiWxTIPmqHLCTfJvNIxmLsb+xddyG72x37L6FLKUiAoJkYTzr7DcPYeim7vVgxL53vsdn05TSznmXHkS1458SPTYofybuz1OOWCks0Mu8ozWzL54lAuUzuHMCBGdLwWVBMsuRjWL0G3dxuYzDg79cHZsXe1MFNdtWoVGRkZjBo1CpfLxeLFizl27BghISH07duXBg0auJ3jcrmYMGECDRo04KmnnmLLli3lkLk2Vf9frJRZfUZ7ktSvjklzvCxRYuI0x+XE47jK2Ukh1CTzbf9wPtibw2s7sjQ3UCwulQfXp7M12c4bXUIw6URFl0BQFsgXzhGz/AfNmLNdN5x9h/k4o2qOJGG970n8j+xDzkwrGLJbMc+aiuWF6aBR1SYQVEfS7dqClzITVcg6lNiG6I7uLzh8uoyE6E4H5hmTkXKy3EKqTo/14ckQGOLx9H51zGwaEcXbu7L5cF8OLg+ilYQcF4MXX+C9bqGMahxQSskLKjvOa4fjiN+LYfOfbjHjygUoTVrj7Nq/HDITaKHbsRHj4u81Y872PXBcd7uPM/oXV9su2G+4W7uF+u6/MCz+/lJnB4FAUH54LPAz61ADQ5CufD8pyhE90V2IrvoHoIbnr0kpMQ1QJRlJLXjfsizwu5Ka/jpq+8tuIuqdKXaf5VAaSOcTMf70uWbMPuCmUhf2J+W5+ORgDp8fyiXL7oUqGjDr4O7GATzcKpD6QeJ9tri0izTyRd9wXsxyMmN/DnOP5Gp2MPCExaWy4bydDefzP9sS0DxMT9coE/3rmBgSa0ZXBdy0lLoNsT7yKmRnYPhrFfr1S9GdivfqXMluxbBpOYZNy1EionH2HIyjx2DU6DplnLWgItC6dWsSEhI0Yz169OCPP/4oMHb48GHeeecd1q5dS0ZGBlFRUVx//fVMmjSJsDAfdiCqhpTUDay8OZvnQuuJGVDDsyN6eRpKVWScnfqgfvOBm0mEYdMK7CPHg9H3+7GC8sG4eB6S1b0bpLNtVz4b3ZOvDufxwb5sHBqvOblOlfvWpPFEaiAvdAiuEvMggUAgqCxk2BT+tzuLTw/k4ixiSUEvwfgWgTzVNqhqFVMLqj6yjKttV1xtuyKfOpIvSN+yys3o40oinTlMPTGfPhkHua3l4+Tq3cXmhzOd3LoilUExJqZ0CqFJZevqKBB4iZSajGHFzxjW/I5kyb00rt+2FiUyGsfAW3H0ub5KdzjctWsXADqdjh49enD06NFLMVmWeeihh5gyZUqBc9577z12797Nn3/+idFYsYxgKt5qTQn4+OOP+fjjj8v8PoqqajqiNwrWU68cNliUGPeqBwA58QSutl19nI1GHpLEE22C6BBpZPTaNFKs2hueXxzOZVeqnTnXhlM3sEp8JAWCioPLSdCXb6PTat0dFIrtgadAtMf2PUGh2MY8g9+77s6huhOHMC6Yg33oHWWfh8lcLaoIqxrF3TwtjPnz5zNr1iwOHTqEwWCga9euPPvss7Rr166Usr16MjwJpoxltyDlqtfYXYiedgGyMyAotFTvZZz3CbpjBzRj9jsmoDRsUeQ1/PUyL3cM4ZYG/jy+KZ3tFxyax9lcMHFDBjtSHLzROQSjKAIUSBK2+55Ed+qIZgtB0xdv46rbCLV2vXJITnA50oVzmD97QzOmRNbEOnZSuc/p7Dfdh3xkH/pDu9xixp9m42rUEqVZO5/nJRAI/qWwAj81KASuFKKXwBFdiWnw7/eRyYxaKxbpimdMmRX4eaBdpJGzpwsKmfamObC71MoxH1JcmD9/E0nrvb5GLey3jS21Wx3LdPLRvmy+P5aHzUsRdKhRYmzzQMa3CCDS7C4WFBSPuGA973QL5Zl2QXx6MJfPDuaQ4WUxwOWowIF0JwfSnXxxOJd2EQY+6R1G06qyeRkUimPgzTgG3ox8+hj6jcvQb1qBnJXu1elyahLGhV9jXPg1riZtcPQcjLNzX/ATRbtVmeDgYCZMmOA2Xrdu3QJ/3rZtGyNGjMBisTB06FDi4uLYu3cvn3zyCStXrmT58uWEh4f7Ku1qR0ncwCoCibnaD87wGmGanWcAFOGIro3ZH2eXfhjWLS4wLOVmo9+5CWeXa8spMYEvkbLSMfz5i2bMftN9xAbqeeGaYAbGmLhndZpmRwKAaXtz2J3qYHbf8DLrsCkQCASCfJyKylfxuUzdkU2ah729yxkSa2ZKp2AahVSR91RBtUWp1xjb+Oex3zYWw4pfMKxZhJSXW+g5g9L3smr3VIa1/j8uGLUNyZYn2lh1JpkxzQOY1C5YFGsIqgzyyfj84o2tqz0Wb8gpSZi+n4FxwRwcfYfhGHhLlSzmTklJAWDGjBm0bduWVatW0aRJE/bs2cPjjz/O9OnTiYuLY/To/E4ge/fu5X//+x+PPvpohdL0XESoz4rBnlSHppj62nJwQwdQatfVXMDScqQqT/rUNrFueBT3rU5j6wVtx6kdKQ76/JbM533C6V9HtBcRCEoLwx/fY/AgcLQ98BRqiNg0KS9cbbpg7z8C48oFbjHjormajqKljWoy4+zSD9s9j4OhYlXKCQrH283TwnjnnXeYMmUKsbGx3H///eTk5PDLL78wePBgFi5cSNeu5V/UBoU4d5rKTjSk1G2kOa47fRRXy46ldh/dtrUYPbSXdXTqi2PgzcW6XqtwA8uG1uCLw7m8+ncW2Q5twcrsQ7nsSbXz1bUR1A4QYqFqj9kfy8Ov4D/5QSR7QZGeZLNinv4ylpc/BpNoZVxuOOz5nRPyctxCqt6A9eFXICCoHBK7Ap0e24QXkV8a6971RVUwz3wVy6ufoYZ6bk0vEAjKljQPBgFhJhlVqwNLYY7oudnIacluw67YhgX/XK+xW7GTfPYU2G0+c7PsEGlk8RVCdJsLDmY4aBtR8d+DDCt+QXdkn2bMNvppMF+9I8zOVCcfH05l0SmrppurFjEBOia2DOQ/TfwJNIiNsNKmhp+O5zsE81jrQL6Jz2P2oVyOZjlLfL1dqflrr5M7hjCueQByFTIlUOo2xF73Iey3jctvi71hKbqdm5Bc3v196eL3oIvfgzr3Q5wde+PsOSS/y4AsPtdVjZCQEJ599tkij3vsscfIzc3lu+++Y+jQoZfGP/zwQ1566SVee+01pk2bVpapVmtK4gZWEUjM0d48jwk0oAaHIaWnuMWq4iZ6aeHoNcRNiA6gX79ECNGrCYbFP7i54kN+RzglrtmlP3eJNrF2eBT3rk5jS7L2HvSqszb6/pbMt/0jaBUuxI4CgUBQFhxMdzB6bRoH0ot+D2seqmdq5xD6CV2QoIqhhkdhv/1B7MPvwbDuDwzLf0JOSfJ4/DXZx9mx91X6tHia437aRapOFWYdyGXesTyeax/M/U0D0ItOL4LKiKKg2/MXhiXzNQ2tPCFZcjEumYdh+U84O1+L47rbUeo1Lrs8fYyi5O/ZGI1Gvv32W2rVqgVA9+7dmTNnDj179mT69OmMHj0au93OhAkTaNCgAc884256WhEQQvRioOWGDtC/nITo6A0o0bHozp4sMFzRhOgAtQN0/H5dJC9uy+STg9qVX+k2lVuXpzKpfRBPtQ2qUhsiAkF5IP/jrK2Fo8/1uDr08G1CAjfstz+I/sAO5HOny+X+ks2av6Bvt2Gb8GK55CAoGd5unnri2LFjvPnmmzRq1IiVK1cSEpIvPBo9ejQDBw7kscceY/PmzcgVYOPdkxA9pAwd0T29vMinSk+ILiUlYp79P+37R8dgG12yjhU6Od+R8vq6foxbl8aG89obMNsu5AtRvrw2nJ41RUvj6o5apz62+57E/OnrbjHdmZOYvnofWwVw3K6uGL+fie7EYc2YbdTDKHFNfZyRZ9TQCGwTXsT81n+R1ILf33JmGqZZU7A+9bboyCIQlBMZHhzRw00yBLkL0QtzRJcTT2iOKzFxBf9ctxFs/rPgdRUF+cyJAgKSsqRDpLbYZGdKxReiS+cTMf70uWbMPuCmfLFsCVFVlVVn7by718TfmYW7319OizA9j7UO4uY4Pwxi46vMCTTITGgZyISWgZzNdbEl2cbmJDtbku3sTXOgFMMs3eqCSVsyWZpgZUbPMOpUtaJUvR5X++642neHnEwMm1ei37AU3cl4r06X7DYMm1Zg2LQCJSIaZ49BOHoORo2OKePEBRWJEydOcODAATp06FBAhA7w8MMP8/777zNv3jymTJlCQIBw0C8LiusG5gmr1V3AWpaczNS+X6TeiSskHFlDiG4JDEXxcZ6VhtjGmKLqoEs+U2BYt28b9nMJKGE1yimxwrHb7QX+V1AypMw0Av5coBnLvv4uXFf83oTK8GPfQF7ckctXR7X38k/luBj4ezLTugQyol7VXAsVnz9BaWA2C2GwoPisOmPlvtVpZHkwR7pIuEnmufZB3CeEtIKqjp8/jsG34RhwE/rt6zEsnY/u+EHNQ2tln2fv/le5p+Mz/Ixnw7l0m8pTf2Uy+1Aur4tCDkFlwm5Dv2kFxqXzr0oXJblcGDb/iWHznzibt8cxZCSuNl0qvZFEcHAwAO3atbskQr9IixYtqF+/PsePHycjI4NZs2Zx4MABli9fjslUMd9pxO5vMVh5xn1ByCBTruIdJTbOXYh+9jQ4naCvWP+8Rp3EW11D6Rxl5NGNGeQ63SeiKvDGzmy2J9v5pHcY4aKlr0BQMmxWzJ9M1W75GVUb210TyyEpgRsmM9bxz+H32kSPLWd8geGvlbjadcPZbUC55SDwLd9++y1Op5P//ve/l0ToAG3atOGWW27hu+++Y/PmzfToUf4FK1qCqWCjhK4MF6mUOvW1u86cOlI6N7DbME9/GcniXpynGoz57sZX2RK+doCOBYMjmbw9i+n73V2UAS5YFW5cmsKrnUJ4qEUAkhAZV2ucPQbhOLIXw+pFbjHDxmW4mrTG2XdYOWRWvdH/tVKzewqAo9sAnNcO921CXuBq3h77LaMx/fSZW0x/cCfGX+dgv3VMOWQmEAg8d5rRdkSXsjNBVTULkXQJxzSvpVzhiF5YgZ+vhOjtIrSF6DtS7NzXtAKLCBUX5s/fRLK7i2mUGrWxjxxXoss6FJVfT1j4YG82+9OdgHdrbz1qGnm8dRAD6pjEvLGcqB2g46Y4f26Ky3fBz3Eo/H3BfkmYvi3ZTo7GeuuVrDlro/uCJN7rFsotDa7eUb9CEhiCY+DNOAbejJxwHP2Gpeg3rUDOSvfqdDk1CeNv32D87RtcTVpjH34PrtadyjhpQVljt9v59ttvOX/+PEFBQXTo0IGOHQsWmycl5bvV1atXz+18WZaJiYlhz549bN++nT59+vgk7+pGcdzACuP8+fM4HI4yz/cih5MNQME5h4yKI/UsuUY/QjXOOZ1rQ01I8EV6lRJ7yy7UTv6lwJikqliX/kxSz+vLKSvvuPhdIigZdZbPQ3K4z4HTm3XgJEbw8HvzcE2IRcdbx4w4VPf5qsUFD27KYcOpdCbWd6CvolNa8fkTlBSDwUD9+vXLOw1BJeOrw7k8uTkDVyGvonoJxjYP4Jl2wYSaKrdgUCAoFjo9zi7X4uzcF92hXZg+fhU5031dwpSTwQ9/vcqCEc/zYHpDUj2s4QIcynBy8/JUBseamdIpmMYhotuLoIKSlYFh5QIMKxcgZ2eU6qX1B3eiP7gTpXY97INvw9l9oM+6r5Y2jRvn759crtm5nIvjVquVPXv2oCgKAwZo67q+/PJLvvzyS4YOHcp3331XNgkXQcVSKldgsh0KW5LcK4i7RhnLtf2sEtMAtqwuMCY5HUjJZ1Bruy+WVgRuaeBPy3AD96xKIz5TuzXPijM2+iy6wDfXhtMusmK7UwkEFRHj/E+Qz7kvxqmSjHX886XSultQOihxzbDfeC+mX74o1zxMX0/D1aQ1aoR22ydBxcKbzdPC2LBhAwD9+vVzi/Xv35/vvvuOjRs3VgwhusbLdlgZuqEDYDSh1KqH7oouM7pSEqKb5n6I7rS2eMt2zxModRtqxoqLXpaY0jmEDpEGHvFQBOhS4fmtmey4YOfDHqEElOO8VlD+2O56GPn4YXSn3F0jTXM/QIlrWqXanVV0pLOnMH3xtmZMqV0P231PVliXesf1d6I7shf97r/cYsZFc3E1boWrbddyyEwgqN54FqJLqFqO6IoCeTkQEOQW89SN70pHdFe9RprH6U4doehmzaVDuFlH/SAdJ7MLFhnuTPGdOK0kGFb8gu7IPs2YbfRTYPIr1vVyHQrfHMljxv4cEnK8K4SWgGH1zDzWOoiONcT6XEUj0CDTp7aZPrXzXbCcisr+dAdb/hGmbzhvI8mi/XufaVcZvTadJQlW3ukaWqXFAEpsA+x3PoT9tnHo9m3FsH4pup2bkFzefQvp4vfi985T2Affll8AohebvJWVpKQkJk4saM7RoUMHZs+eTVxc/vMrIiICgFOnTrmdrygKiYmJABw9elQI0cuI4riBhYaGerxOzZo1yzJNNzKOZQEF5xa1/HXE1Y3FWL8JxO8uEHNF1iSmQems/1RV5CG3oK5Z4NZtK/rAVox3jK+Q78N2u52kpCSio6MxGsXcqSTIGamE7VjrNq5KEowcR2yd2ELPfzgWusc5GL0hh3Me5kFzzxg45fRnVo9AIqrQHEh8/gQCgS9RVJVXtmfxwT5tI6SLDI4x8VqnEJqEivcoQTVGknA1b4/lhRn4vfM0clKi+yFWCyN+nEzv+57hFXMnPj2QS2FeA8sSrKxMtDKuRQBPtxVFHoKKg3TuNMZlP6LfsAzJ4V2nHlWWcXbqi2PISKSMVIxL56M7vLvI8+SzpzB/+Q7KT5+jRtW+2tS9Qg2LxNm2G85u/cFw9XPuXr16ARAf774373A4OH78OAEBAURGRnLttddeWre6nKSkJJYvX06TJk3o0qULbdq0ueq8SooQonvJhnM2zS/5/uXc7kKJaaA5rks4jrOCCtEBmoUaWHlDDR7ZkMGCkxbNYxJyXAz64wJvdw3lnib+wm1JIPAS3d6tGP/8VTPmGH43SqOWPs5IUBSOYXchJxzHsG1NueUg5eVi+uxNrE+/W+nb11QHvNk8LYxjx44RGBhIdLR74UHDhg0vHeMNZd3qONXqLpIJMZT9ffUxDdyE6NL5BKyZGWAq+fzPtPlPDGv/0IxZuw8ip/O1UMo/29DaMnEDgxm9IZvj2dobMD+fsLA/zc4XvYJoEFSxO9KINrNli33ss4ROfRj5Csd+yeHA9NFLZDw/HfUqHfsrOz75DNqshH70EpLN/ftANZrIHPscLuRS/74oTWz3/pfQqRPRpSa7xUyfTCXn3idRi7FIo/oH4YxtALqqsYwhWh0LygMtIbpJB346CTUoVPMcKTsTVUuInuAuRFcia7p3dQkMQQmPQk4r+F1Qap1mvKRDpJGT2QXXnw6kO7A4VfwqoBWidD4R40+fa8bsA27C1by919dKsbr49GAunx3MId1WtFs2gFGGOxv580irQBoJZ6VKg16WaBthpG2EkXEtwOJUefXvTD4+4N6J6SI/Hbew6byNmb3C6Fu7ij+b9Hpc7brjatcdcjIxbF6JfsNSdCfdN3q0MC77Ed2RfVgfegm1Rq2iTxBUKEaNGkW3bt1o0aIFAQEBHD16lBkzZjBv3jyGDx/Opk2bCAoKolGjRtSvX58dO3awbNkyBg8efOkaM2fOJC0tDYDMzMzy+lGqPMVxAysMX8+3z1ncPxOxgXrMZjNqvxtQV/xcQFDt7D9CvBMURc06uNp0ditw1iWfxf/0EZSm5be5XhRGo1H8+5YQ44qfkJzuBaPOzn0xNGyGNzPT7jFm1gz35741aWzWMJkDWJ/kYMjyLJ5tF8SIOD/89VVnT0R8/gQCQVmT51R4cF06v53yPB9rGqLn9S4h5a6nEggqEmpUbfJemI7fe5PQnTjkFpdcTiJmT+XtOx/igZtu4oVtWSxN8Px75lRh5v5cfjhq4fkOQdzbJAB9GXYUFwg8oqrIh3djXDIf/a5N3p9m9sfRdxiOQbcUMMy0dOiBfOIQhiXz0W9bk2+YUwhydgaUsut6Yei3r0P56TMcA27C0W84aHSb9Za4uDj69evHqlWr+Prrr7nnnnsuxaZNm0ZmZiYjR45Er9czduxYzWusX7+e5cuX06NHD6ZNm1biXEqDqrGD6wNWnXFvAQbQr075Wvtf6TR1ETnxOHS51sfZFI8gg8yXfcPofMDIS9syNYX+dgUe25TBlmQ773QLqVILAQJBmZCTienztzRDjnqNsQ+/RzMmKGd0emwPvYRz73XIp+LB5Z07XUmRsjMwrlzgNq4/uBPD8p9wDBlZpvcXXB3ebp4WRlZWFjVq1NCMXTw3KyvLq3zKutVxSq4ZKPj8N6t2Esq4dXGNoAhirhiTVJXUHX+RF1MyxyrzhTM0nfuhZswSVYfDvYaXWUvmQGB2S3g53si6NO1XgEOZLgYtSefVpjZ6hRf+QlcREG1my46MYffS4MeZbuO6C+fQzZrKiVserJDOY76mzD6Dqkrd375Ef9bdhRHg1HV3k+6SPbairkikDB9D46/eQlYKzm3k3GyCZ75S7OvZQiM5fvsjWGv4xtmgrBCtjgXlhZYQPcwoI0najugAUk4m6pWzIkVBTjzhdqwSqz1HUuo1dheiJxwHxQWybwrg2kcY+OVEQSG6S4W9aXY6R1Wwtp2KC/PnbyLZ3dcilRq18x2ZveBktpMZ+3KYeyQPS2E9si8j2CgxumkA41sEUtO/YhcnCorGTy/xRpdQhsSaeWh9BmfytNcazuYpjFiWyvjmAUzuGFIhizNKncAQHANvxjHwZuSE4+g3LEW/aQVylnuL7MvRHT+I/0tjsY55Btc1vXyUrKA0mDRpUoE/t2nThk8++QSAefPm8dVXX/Hwww8jSRLvvvsud9xxB3feeSfXX389cXFx7Nu3j1WrVtGiRQsOHDiALEwcyoziuIFVFFRVJVGj20hMYP6zVK1VF8sLH2H8eTaSzYqjxyCc1w73dZqVEkevIZqdtgzr/sBWgYXogpIhpSZjWPO727gqSdhH3Fesa0X761g4OJLnt2Xy2UHtoryEHBcPbchg0tZMbm/oz31NAmgZLoowBQKBoDCSLS7u/DOVvwvpMnd7Qz8+7BGGSVcN3i0FguISHIpl0nuYp09Gv3er5iGm72fSIj2FH25/kNXn7Dy3NZODGZ67uqXZFP67OZPZB3N5vUtI1TcaEFQcnE7029ZiWDrPa6MHACU8CsegW3D0uR78A7WPiWuG7aGXsKeMw7DiFwxrfkey5pVW5leNnJmG6efZGBfNxdHrOhyDb0WNvlJd4h3vvvsugwYN4tFHH+WPP/6gcePG7Nmzh3Xr1hEbG8trr71WytmXHUKI7iUrz7hXGUX5ybQq5xdSNbImqsns5pSntSFYEZEkiYdaBtI+0sD9q9M476FN2ndH89iT5uCba8OJCxYfW4FAE1XF/OW7yBmpbiFFbyTngacx6MXvT4VFlnG17YKrbRef3E6y5GLYtMJt3PjjZ7hadkSJ1e64ISh/vN089RVl3eo4Z1saUFA4UzPYj9jYqDK9r95yDayY5zZex56DNbbwFrCeCP55JrLT3YVHMftjefgVYkr4clIcfqiv8sF+C//ba0FLjpTjknjygJknWvrxf6380FXAynnRZtYHxMaSl5GE/4qf3UKhh3bQICsZR6uO5ZBYxaCsP4Om9UsI2rtZM2bpPZTAobehvSxTAYmNJc+SQeAP7oUNJcGUkUKTn2aQ8fwMTYdmgUBQOJpC9H/atqoeXDukbHd3Tyk1SXPR15NZglKvEezcWPAadivS+URUH3Xza19D+/t6Z4qjwgnRDSt+QXdkn2bMOuZpMPkVev7uVDsf7s3h15MWFO/059T0k5jYMoh7mwYQbBTiyqpGn9pmNo6I4qm/MvjxuHZnSoBPDuay+qyNT3uH0S6y+syzldgG2O98CPtt49Dt24ph/VJ0OzchubQ3eaW8HPw+fBH74NvyC0P0QrBWmbn//vuZN28eW7ZsubSW0r9/f5YsWcLbb7/NunXrWL58Oc2bN2fu3LmsXbuWAwcOVCgRdFWjOG5gFYVMu0qOhtNSTMC/RV1Ko5ZYn3nPl2lVCVztuqMGBiPlFDTM0G9cgat5B5w9B3s4U1AZMS6aq+2G3rV/id4bjDqJt7uG0i7CwJObM7B58P/Jsqt8djCXzw7m0qmGgXubBnBTfT8CDGJeLBAIBJdzKMPBbStSSdAowLvIs+2DeLptEJIwshEIPGP2x/r465i+eBvDxmWahxiXzkfKTOPaMc+w/sYo5hzO5fWd2aRprO9e5ECGkxHLUhkSa2ZqpxAahlScdyZBFcOSi2HN7xhW/IKc6r1pl6teExzX3Y6zUx/w8p1ejayZv2534z3/3PNn5LQLJc281JHsNowrF2BYtRBX+x7YrxuJ0rh1sQzd4uLiWL16Na+//jorV65k1apVREdHM3bsWJ5++mmPBpMVEfGt4wUns50cz3afTPWtbUIu7wmULKPExKE7drDgcKJ7i+SKTLdoE2uHRzF6bRobzmu3SduX5qDPomRm9QpjaN3CN90EguqIfuMy9NvXacbODLgVv5qxXrUtFFQPbP95DN3hPW4TQ8npwDRrCpbJs8BQfTaeqwJam6eeCA4O9uh4np2dfekYbyjLNp+qqpJhd9/Ii/DTl3170YbNNYdNZ05CCe4tJSViPLhTM2Yb/TTGeo2Kfc2S8mxHPzrVtDJmbZrm3y/AtP0W/kpx8XTbIPrWNlXIRUPRZrZsUe6YgOvkYU0hXMDGpVg79iyHrCoWZfEZlE8dwW+etmjbVa8Jrv88htlYsQSTRTLkNhzHD2LYurpULqdLTSbk6/ewPjYVhBOlQFAs0jWe+6EXheieHNE1hOhygvaakydHdFe9xprjulNHcfpIiN42woDEleWNsCNFew2qvJDOJ2L86XPNmH3ATSjN2mnGVFVl3Tkb7+/NYfVZ7a6OWjQO1nFHdB5j29ciOECstVVlQk0yn/UJZ0hsHk9uziDTw3tAfKaTAb9fYFL7YB5vHVi9Wjrr9bjadcfVrjvkZGJYtwTjL18gObS/J4zLfkR3ZB/Wh15CrVHLx8kKSouIiAgA8vIKFlh17NiRefPci9M//vhjANq3b1/2yVVjKpsbWGKuthjrciG6oIQYjDi6DcR4RaG8pCqYPn8TFAVn7+vKKTlBaSJdOId+3WK3cVWSsY+496quPapxAC3CDNy9Ms1jh5iLbLvgYNuFDJ7bksnIhv7c2zSA1sIlXSAQCFhz1so9q9PI8vAuaZTho55h3N7Q38eZCQSVFL0e29hJqKHhGP/4XvMQw+Y/kbIzsT78CmOaB3JrA3/e2pXFZwdz0aiDvcTSBCsrz1gZ1zyQR1qJroeC0kNKTcKw/Odiu5M723XDMWQkrmbtSt5x2z8Qx9A7cAy6Ff22NRiWzEd3ynsX9rJGUlX0Ozag37EBV4Pm2G64G6VDD6/Pj4mJYebMkpl69erVi4yMjBKdW9qIXVsv0HJDB+hfp2IIX5Q67o5T0oVzYPPscFMRifbXsWBwJI+39uzvl2VXuWtlGq/+nYnTW1sngaAaIF04h+mbDzVj9ladSLmmr28TElR8/APzX240Jnq6xOMYf55dDkkJrgZPm6daNGzYkJycHJKS3CtUjx07dumY8ibXqWq+SF907ixTAoJQNMQE8ukjJbqcYf1SzXH7gJtwde5bomteDQNizKwZHlXoRsrmJDs3LU/l2kUXWHjSgqKKuVe1Qq/H+tDLmsJE3e7NSFnp5ZBUFScvB/P0l5Ec7u5fqn8A1ocnQ2UToQNIErYHnkKpWbJuElrod23GsOSHUrueQFBdSLcW4ojuSYieoyVEP6Z5rMtDVyWlrnbBXUnnVSUhyCDTRMMFaHmilRe3ZfL7KQsp1sJFKWWOzYp51hQku7uQXKlRO995WYPjWU6GLknhxmWpXovQu0QZ+a5/OGuHhjA82oVRtMuuNtzSwJ/NI6K5trbnOYVThSk7srhu8QWOZ3lu/VylCQzBMfQOLC99XOgcRnf8IP4vjUX393ofJicoTbZv3w5A3bp1izz29OnT/PXXXzRr1oyWLVuWdWrVmotuYHfddRe7du3ik08+4fjx44wdO/aSM1hFIjFX+7syJlAIPkoDx7U3oGoUIUuqinn2W+jX/F4OWQlKG+Nv32h2I3H2GIhaCusJ7SONrBlegx41vTPfyXKofH4ol14Lk+m/KJmv43PJcXh2IBUIBIKqzIITudy6PNWjCD3MJPHr4EghQhcIioskYR85HtuohzU1GwD6fdvwe/NxpMw0Qk0yb3QJZfNNUQyOKXyvyKHAjP05NJt3nt4Lk3nt70w2J9mEzk5QIuQThzF9/Br+/3dnvlu/FyJ01WDA0WcYuW98hfWJN3A1b19yEfrl6PU4uw3A8sonWCZNw9F7KK5GLXE1bFHm/ynRdbxKUXf8IH5f/O/qf9ZKiHBE94KVZ7Q3cfoVsmDvSxSNjT5JVZETT6J4cPOsqOhlickdQ+hYw8hD69PJcmg/BN/bk8P2Cw5m9wmjhp9YzBNUcxQX5k9f13zYq4HBZN/zOGR5X40mqD64mrfHMWQkxiXuDk+GpfNxte2aPyEUVAqKs3nao0cPtm7dyqpVq7jzzjsLxFauXHnpmPIm3UN7sTCjb2oplXqNkS+cKzAmJx4HlxN0xZhGKy70G9yF6KregP2m+64yy5JTP0jPsusjeWJTBvOOeS5g3JXq4N7VaTQO0fNY60BGNvAXYqVqghpeA0f/ERgXfFVgXHK50G9agWPIyHLKrAqiqpg/fws5+axm2DpmEmpUbR8nVYr4+WN58g383nsW+XxCqVzS+NPnuBq2RGnWtlSuJxBUB9Lt7nOr8ItC9MBiOKInnnAbUw0GVA8LsWpENGpAEFJudsHrnPKdEB2gfaSBw5kFxS3pNpWP9uXw0T9/bhiso2u0iS5RRrpGGWkcovdNZxiXE/PHr6E7cUgzbB3zNJgKOparqsqcw3k8vy2TvMJskC5jSKyZx1sH0jU6f03TatU23xBUbWoH6Ph5UASfHczl5e2ZeKrB2HbBQa+FyUztHMK9TfwrZJekskap25C8yZ9g+uo9DJv/1DxGysvB78MXsQ+6Ffvt40EvXFMrGvHx8cTExODv7+82PnnyZABuvfXWS+M5OTkEBAQU+MxnZmYyfvx4XC4XL730kk/yru5cjRuYr0nM0f4irRMgtmBLA7VOfew33Y/Jg3GK+ct3sLpcOPvf6OPMBKWFlHRGe+1UlrEPv6fU7lPDT8fCwZF8eySPTw/msD/du4K7v1Mc/J2SwfNbM7mtgT8TWwbSUKPIVSAQCKoqU3fkeHRfbhCkY/7ACBqFiPcggaCkOAbdihoSjumT1zUL83Qn4/Gb8jCW/3sbNboOjUMMzBsYycozVp7fmsmhjMLnNHvSHOxJc/DunhxCjBL9apsZEGNiQB0z0cItXeAJRUG35y8MS+ajP7TL69PUoBAc/Ufg6D8CNTis7PKTJFzN2/tWz6Sq6A78nf93sner7+5biRBvSUXgUFTWn3MXorcJN1QYAbQSo+04JZ85UemE6BcZVs+P5qEG/rM6lQMeFgLWnbPR57dkvuwbTpfoilEUIBCUB4bFP6CL36sZs97/FGpIhBCiCzxiv2U0un3b0V3haiipKqZP3yBv6hfg77lThcC3FHfzNDMzk6SkJIKDg6lZs+al8VGjRvHRRx/x7rvvMnToUEJC8oVHe/bs4eeff6Zp06Z069at7H+gIvAkRA/xhSM64KrbCP32dQXGJIcD+dxpj/MvLXT7tiOnp7iNO9v3AA+iL1/hr5eZ1SuMayKNPLc1s9BWbkcynTy8IYM3dmTzcKtA7mniT4BBNFiq6jh6DnETogPo1y3GMfi20qleF2BY9hN6D06a9iEjcV3Ty8cZlT5qdAx5r3+JfPoYUnaG9ye6XJi+fAc5M63AsKQomD9+Fcurn6GGhJdusgJBKfH+++9fmqOtWLGCTp06lVsuVqeqKVa+1GnGZEY1mtzcuLUc0a98dwBQatf3XKgnSbjqNUZ/YEfB65w+Cqrqs2dJ+0gjPxRSfAdwLMvFsaw8vj2S/w4dbpLp/I8ovWu0kXYRRsz6Us5XVTF98wH6nRs1w/aBN6M0a1dgLCnPxSMb01meWLQDukGG2xr482jrQJqFio1hQT6yJDG+RSDX1jYxbl06u1LdO7JAfpeqxzdlsOS0hQ97hFXPDUo/f2zjn8fVvD2mbz5Actg1DzMu/wndkX1YJ76MqtFdS1B+/Pzzz8ycOZPu3bsTGxuLv78/R48eZcWKFTgcDp588skCxfh//PEHr732Gr169aJWrVpcuHCBJUuWkJKSwvPPP8/QoUPL8acRVEQSc7WF6LEB1fA7s4xw3HA3ktOJcaH7+gSA+etp2BQXjoE3+zgzwVWjqph+/BRJcV8HdvYc4rHYtaToZYl7mwZwTxN/dqQ4mHM4l59PWLwq7Mx2qHxxOJdvjuTySKtA/tsmSKyNCgSCak23aCNz+4UTYRZzHoHganF26YcaFIr5gxc0DSjl5LP4TXkY65NvosQ1BaB/HTN9bjTx5eFcXt+ZRbqt6PlMpl3l15MWfj2Zv0baJtzAoJh8YXrHGkb0stjzq/bYbeg3Lse4bD7yOe+NpZRasdgHj8TZY1Dl7O7sDZKEq2VHXC07IieewLDsR/SbViA5tddVqyNCiF4E25LtZGu4cvevU3F+aVyehOgJx32cSenSMETPn8NqFOrSeTZP4folKUzpHML45gHV0plHUL2RTx3B+MuXmjFHr+twdewFwuFMUBgGI7bxz+M3ebzbBElOS8b0zQfYxj9fTskJrqS4m6e///47EydO5M477+Tjjz++NN6oUSMmTZrElClT6NmzJ8OHDycnJ4dffvkFgA8++ABZo+Wtr8nw2ObPd47oWsinjhZLiK5f7+7oA+DsdV2J8iptJEliXItA2kQYuH9NGufyCm8zeybPxbNbM3l7dzbjWwQwrnmgz/5NBL5HrVELZ4sO7uLBMyeRTxxGadCsnDKrOshH9mGcP0sz5mrcCvtt43ycURmi019aJC0ONvOLmN/6L5Ja8PtJzkjF9PFrWJ9+B2Sx4SGoWBw4cIA33niDgIAAcnNzyzsdMjTc0KHgvEoNDEFKSy4Qd3NEt9uQzie6XUerW1+BeN1GcMWzRMrOREq/gBoeVei5pcWQWDMvbMvEUfhUpwBpNoWlCVaWJuS/VwcbJR5qEch/2wZhKKWNGcOiuRhWL9KMKdEx2G8bW2Dst5MWHt+UQZqHos2LBOol7msawISWgdQRQjiBB5qEGlgxrAb/25XNu3uy8dSheVmije4Lknm/Ryg31PPTPqgqI0k4+1yPEtcM88zJHjfidCcO4f/SWKxjnqkShYRVhV69ehEfH8+ePXvYvHkzeXl5REREMHDgQMaMGUO/fv0KHN+iRQtatmzJ6tWrSU1NJTg4mI4dOzJx4kR69+5dTj+FoCKjJUQP1EuEGMV+VakhSdhvvh9VljH9qr0fYpr7IbhcOIbc5uPkBFeDftVv6LetdRtXdTrsw/9TZveVJIlrahi5poaRqZ1D+Om4hS8P57I3rWgRiUPJ79w9/5iFqZ1DGF7PLPanBQJBtWNkAz8+6hmGSXTPFQhKDVeLDlie+wDzu8+4GfMAyFnp+L35ONZHXsPVqiOQX2Q3tnkgtzbw582dWXx+KBeXd40TgX/d0t/Zk02oUeLa2mYGxpgYEGMmqoKY8wp8g5SVjmHlAvQrFyIXw0zK2awdjutG4mrTFSqAvsRXKDFx2EY/jf2W0RhWLsCwciFSblZ5p1XuCCF6Eaw6o+0s1K+O2ceZFEJwKEpwGHJWeoFhObFyC9HhX5fOLlEmJm3JQGvf1KnCpC2ZbE2280GPUIJE9bmgumC3YZo1VbM9j1KjFrZRj5RDUoLKiBLbAPttYzF9797u1rBpBc6OfXBd07McMhNcSXE3Twvj//7v/6hbty4ff/wxX3zxBQaDgW7duvHcc8/Rrl27svshioEnR3SfCdHrNtIcl08dgR6DvLtIThb6HRvcrx0Wiat1x6tJr9TpGm1i683RfHEolxn7c0i2FC5uSrMpvLEzm4/25nBf0wAmtgqkVnV0SKwGOHtd5yZEBzCsW4xNCNGvjqwMzDNfQXK5CxfUoBCsD70EevHa7mreHvstozH99JlbTH9wJ8ZfvsR+65hyyEwg0MbhcDBhwgRat25NgwYNmD9/fnmn5HleZbxMiB4UAkUI0eWzp9yKQsBzt75LcY/zqqO4fCRErxek54UOwbz2d1ahXWAKI8uu8uaubJYkWPm0dxhNr9JhXL9+CaafZ2vG1KAQLE++CSa/f+6tMGlLJt8dLbzjWZSfzIMtAnmgaQCholhQ4AUGWeL5DsEMjDHx4Lp0jmdrO/um2hT+syqNUY39eaNzCMHG6vf5Uuo2JG/yJ5jmvIdh85+ax0h5Ofh9+CL2/iNwXHe7cEevAPTs2ZOePb1f12rdujXz5s0rw4wEVY3EHPfvzZhAnRCmlgGOEfeCTofpp88146bvZ4DiwjH0Dh9nJigJ8olDmL6brhlz9h7qs2dosFHmgWYB3N/Un12p+S7pPx23kFvES0Nirot7V6fRt7aJ/3UJoYnoPiQQCKoJz7QLYlK7IDHXEQjKAKVeYywvzsDv7aeQk9zNQCSrBfN7z2AbMwln94GXxsNMMm91DeWBZgG8tD2LZQnFN6vMuMItvW2EgYExZgbWyXdL1wm39CqJdO40xqU/ot+4FMnhnbO3Kss4u/TDMfi2EplPVSXU0Ajst4zGPuwu9BuWYVz2I3LSmfJOq9wQO9pFsPKs+5dzgF6iS5SxHLLxjBITh3zgSiH6iXLKpnSRJIkHmgXQNsLAvavTPLY5/OWEhQ3nbTzZJoj7mgSUfqtkgaCCYfzxU3RnT7qNq5KMddxz4Ofv+6QElRbHoFvR7f5LU2homvcxeUKIXiEo7ubpqFGjGDVqlMf4yJEjGTlyZGmkViZkeBBMhfpI8KCGRaIEhbpV/cqnj3p9DcPmPzXbMTl7DK6Q7r1BBpnHWgcxvnkg3x3N44O92ZzS2FC9nBynyvT9OXx6MIeb4vwYXs+PfnXM+Im5WJXBeU0vVL8AJEtBR1/9lpXY7ppYdVuslTWKC/MnU5HTLriFVEnC+uCLPnMJrgw4rr8T3ZG96Hf/5RYzLpqLq3FrXG27lENmAoE777zzDocOHWLt2rV88MEH5Z0O4F2BnxoY4haXcq4Qoicc07yOEtuw0Pt77jRzBFf77oWeW5o81jqI6+ua+f2Ulb+S7WxJtnnVtvZKdqc66PNbMpM7hjCueQByCTZfdXu2YPribc2YajRheeIN1JoxAGw8b+PB9ekkFDEve6BpAK91CiZAmDQISkDnKBPrbozixW2ZfHnYc8HDt0fyWH/Oxse9wuhRsxrOA83+2MY/j6t5e0zffIDksGseZly5AOPKBbiatcXRcwjOTn3ALNbqBIKqiNaeVYzoRlJmOG64G2QdpvmfaMZN82bli9GHeV4TFVQAcrMxT5+suW6qBgRhv/Fen6ckSRLtI420jzQypXMIvxy3MCc+l50phQty1py10WNhMg+1COSpdkEEirm4QCCoohhk+LBHGHc2Eu81AkFZotaoRd4L0/F7bxK6E4fc4pIrf2/JlpmG47rbC8SahhqYNyCChBwnfybaWJ5oZd05W5EFdlrsTnWwO9XBO7vz3dL71TEzMMZM/zom4ZZe2VFV5MO7MS6Zh37XZu9PM/vj6DsMx6BbUCOiyzDBSojJD2f/ETivvQHdzk0Y1i0u74zKBfEmVAipVhe7NF4ue9YyYaxgLWa0nKfkrHSkK1zSKzPX1DCydngN+tX2vMGRbMl3h7rm5yTmHM7F4amfrEBQydHt245x+c+aMcewu1CatPZxRoJKjyxjGzMJ1T/ALSTl5ZRDQgIBZGi1QsF3juhIkqZoSnfqCKjezTH065dojjt6XXdVqZU1Zn1+IeDft0TzWe8wWoQVXb9qV2DeMQujVqXR8Ptz3L0ylR+O5nksKBBUIkxmnF3dOy5Iebno/15fDglVDQy/zUW/b5tmzH7jvZdaKwr+QZaxjnsWxcPilvmTqUipST5OSiBwZ9euXbz77rs888wzNGtWcbpGeBai/7u+pQZpCNGvLMjzYHqgxMQVen+lViyqwd3UQVeMAr/SolGIgcfbBPHDgAiO3VmLLTdF8WGPUO5q5E+DIO83Uayu/A59Ny9P5YwH0wRPyCcOY57+MpLi/u+iSjLWiS+jNGyBzaXy0rZMhi1JKVSEHuUnM39ABO91DxUidMFVEWiQmdY9jHkDIojy8/xZOp3jYtiSFF7elomtOD2fqwqShLPP9VhenoVSK7bQQ3WHdmP+/C0CHr0Z02dvoDu4EzR+9wUCQeXEqaicyxNCdF/juP5ObHdO9Bg3/fgZhoVf+zAjQbFQFMyfvoGccl4zbB33HGpYpI+TKkiQQebepgGsviGKNTfU4J4m/hQmDXAo8MG+HDr/ksQvx/NQvVw7FggEgspCqFHi18GRQoQuEPiK4FAsz07D2caz+Y7ph48xfj9Tc40hNlDP/c0C+H5ABMfvqsXCwRFMbBlI05CS+RVn2FV+OWFhwvp0mvxwnr6/JTNlRxZbk224hC6v8uB0ot+8Er/J4/F/43GvRehKRDS2Ox8i9/0fsd/5kBChF4asw3VNL6xPvFHemZQLYmeiEFaftaH1ddm/ECF0eeFpw6+quKJfJMKs48eBETzdLqjQ487kuXh8Uwadfkni+6N54sEnqFrkZGH67E3NkKteE+wjfO8UIagaqBFR2O55olSutWjRIkaMGEFcXBzR0dG0adOG0aNHk5hYsIXU9u3bufPOO2nQoAFRUVF06NCBqVOnYrFYinW/1q1bExoaqvnf9ddfr3mOzWbjrbfeokOHDkRHR9OsWTMee+wxLlxwd6YVlA/eCKbKGqVeI7cxKS8HycNGyeXIp47ki9avwNWk9SV3y4qOXpa4raE/G2+M4ocB4V53Bcpzqvx+2sqD69Np+P05blyawmcHc4ot0hJUHDwVT3gqthAUjm7/dowL5mjGnC074rjxP75NqLIQGIJ14mRUnftiqZSbhXnGZNBwUxMIfIXNZmPChAm0bt2axx57rLzTKUC6hwK/0Msd0YNC3eJSbja4nJf+rOWIrgSFooaEF56ATq/pmi5rzJV8iSxJNA01cE+TAGb2CmPHrTWJv6Mm3/QL5+GWgXSsYaAoXfeasza6L0jip+OeHaQvR0o+i/m9SUg27Ra5tnufwNWuO/vSHPRblMyH+3I01ycvckM9M5tHRDEo1uzV/QUCbxgca2bTiCiG1fX8uVLJF1z1W5TM/rTq+fxVYhuQN/kTHJe1w/aEZLNi2LAMvzefwP+puzD++iVS8lkfZCkQCMqS83kutOpxYgJFQ+qyxjHkNmx3P+oxbvrlC4y/fOm1mYTAdxiWzEO/a5NmzH79XbjadfNxRoXTLtLIhz3CWDc8iu7Rha+Nns1TeGBtOjcuS+VQRvWcHwkEgqpHnQCJFcNq0LM6dsQSCMoTkx/Wx6bi6DnY4yHGpfMxffp6ofsiJp1En9pmpnYOYcvN0ey+NZp3u4UwJNaMfwm7W+/6xyl90B8pNPrhHOPWpbEnVbtjnKACYMnFsGQe/k/dhXnWa+hOxnt1mqt+E6wPvkje/77FMWQk+LmbWgoElyNWQgph1Rmb5nj/OhVvY0fLER1ATjyOq0UHH2dTtuhkiefaB9Mx0si4dWlk2D0vIp3MdjFhfTrT9mTzbPsgbqzvV6J2yQJBhUFVMX01DTkjxT1kMGJ98HnQG8ohMUFVwdltAI6dmzBsWVWi81VV5YknnmDOnDnExcVxyy23EBgYyLlz59i4cSMJCQnExOQLcH/77TceeOABdDodw4cPJyoqii1btvD222+zfv16Fi5ciMnk/aJGcHAwEyZMcBuvW7eu25iiKNx1112sXLmSTp06MXz4cI4dO8bXX3/N2rVr+fPPP4mMLF/XFYG2EN0og58PO9NoOaIDyKeO4qpRq9Bz9euXao47eg296rx8jSRJDIn1Y3CMmU1JdqbtyeZPD3PlK3GpsPacjbXnbDz1VyYdIg0Mq+fH9XXNNA0Vz6zKgtKgOa7a9dGdPVlgXHdgB1LKedTImuWTWCVESruA6eMpSBqb4UpYJNYHXwBZuOd5QmnYHPudD2Ga+6FbTHfsIMZ5s7CPeqQcMhMI4PXXX+fYsWOsWbMGna74v8dWq7YwuTRIztHeCAjAgdWaP+eS/PzRklXYUlNQg0MB8E847hZ31q6P1Vb0vEBXpz5+xw8WGJNTzmNLvYAaULjhgC8JlmBgtMTAaBNgwuJU2XrBwYs78ojP0i6qy7SrjFmbzu8ncnmzUwChRm31upSdQejbTyF76GCYd/1dZHcZwCc703lzTx4e6gcACNRLvN4xgNvqG5FwYLUWX+hit9sL/K9AcDmBwGfd/ZlfS8fzf+eR46GN8/50J9cuSubZNv6Mb2Yu1tpr1fgMyljveRJTw5YE/jATyVH0zyKnnMe44CuMC77C0aQ11m4DsXXoBWY/H+Rb9TCbK95+jaD6kOih4F44ovsGx8CbUWUZ89fva8aNC78CxYX9ltEg9gYrBPKh3Rh/+kwz5mrWFvstD/g4I+9pGW7gj+si+em4hRe3ZXLe4nmyvu6cjZ4LknmwRSDPtA8iSHQtEggElZgv+0YQZhZzG4GgXNDr87vah0Rg/OM7zUMMm/9EysrA+sir4Fd014J6QXpGNwtkdLNAbC6VzUk2ViTaWJFoJT7TWeT5V5JuU5l/zMKPxyz8p4k/L3QIJspPfGdUBKTUJAzLf8aw5nckq3cmKgDOdt2xXzcSpWlb8R4lKBZCiO4BVVVZfdZ9A7BeoI4GwRXvC1OJqY8qSW5ihqrmiH45g2LNrB0excQN6Ww4X/gCf3ymk/vXpNMqPIfn2wcxJNaMJL4sBZUQ/aYVGLau1ozZb38QtXY9H2ckqIrY7n0C3ZG9yGnFdwafNWsWc+bMYcyYMbz11ltuAhynM//lxWKx8OSTTyJJEsuWLaNdu3ZA/vP36aef5rPPPmPmzJk88YT3Du0hISE8++yzXh373XffsXLlSm699VY+++yzS8+EL774gieffJIpU6bw/vvve31vQdmQoaG8CTPJPn2Gu+q6O6ID6E4fwdWxl+cTHXYMm1a4DasmM87OfUorPZ8jSRI9aproUdPE7lQ77+/JYeEpC8VpPrMjxcGOFAev/p1F4xA9N9bzY1yLALEoUdGRJJy9hqCbN6vgsKqi37AMh+jI4h1OJ+aPX0XOznALqbKM9aGX4R+xp8AzjgE3IR/eg2HbGreYcfnPuJq0xtWpr8/zElRvtm7dykcffcSkSZNo0aJFia5x/vx5HI6ycc07nWIA3AvAci+cJSEt//9HOhS0PE2Sjx7GWqM2+twsIjUE1BkhkZxJSCgyh4jAcNxLRCFtx1/k1G9W5PlX4nfuFOF7NqOz5ZHatie59ZoU+xre0gCY3RJmnjLw/VnPhXQLTtvZdN7KS43tdAkrOJeVHDYaz30XXfIZzXMPN+/Bh+EDWP/HBQ7kFD4vah/sYnITO7X1uVzRdKpEJCUlXf1FBFWW7gb4tp3E5HgjO7O0P5t2BV7Zlcei49lMbmKnlrl47rNV4jNYryXmB56n1tqFhMTvRlK86wZliN+LIX4v/t/NIL1lJ85dezPOClScU9ExGAzUr1+/vNMQVGM8CdHrCCG6z3D2H4FV1mGe865m3Lhobr4Y/bZxQkRRzkiZaZg/fhVJcV/zVULCsE54CTQ6oFUkJCm/e+TgWDP/25XNrAM5eKjVw6nC9P05/HQ8jxevCebWBv6YfGiwIhAIBKWFEKELBOWMJGEfOQ41NALjd9M1TY70+7fj98bjWP/7ZtGdKy/DpJPoW9tM338c009mO1l5xsryRBvrz9nI8zTR0UAFvo7P49cTFv6vbRAPtggUc59yQj5xGMPS+ei3rtace2uhGow4ew7GPvg21Fpaq/gCQdFU7Le5cuRAupNzee6/jP3rVFABs8kPtUYtt3aecqK7U1VVol6QnkVDIll91saUHVnsSCl8w3ZfmoM7V6ZxTaSBFzoE07e2qWL+ewoEGkgp5zF984FmzNmqE47+I3ybkKDqEhCEbcwk/P7332KdZrFYeOutt6hfvz5vvvmmpgukXp8/9di6dSspKSmMGDHikggd8hdyn3/+eT777DO++OILHn/88TL5nv76668BeOmllwpc//777+fDDz/kxx9/5I033sDPT7iRlSfpNveX2zCTb91j1OgYVJMZyVawQFE+dbTQ83S7NiHlZrmNOztfC+aiq9ErA20jjHx5bTjHMp18diiHRSetnMnzTmxxkSOZTt7Zk81nh3J4rVMIdzf2F91rKjDOHoMw/vip26KFYf0SHMP/A7JwdyoK48+fo4vfqxmzjxyP0qS1jzOqpEgSttFPoUs4hnzeXfxq/vx/5MU2Qq0ZUw7JCaojTqeTCRMm0LJly2IVUl5JzZpl111COZ8DFHQtN8jQpF7MpfmwMVm7sLlWoD/O2FgMB3dqxv2atSY2NrbIHPTOTrDkW/frW7OwenF+gWudjCf42/eQ/3FyCd/7F5lP/g9nGX+PTqsPN5938NiWHM5qrBsCJNtlHt5vZkwTM8+39cdPL4HLRdCsVzGd0TaMWBrelhE1xuFMKHyp1ijDpDb+jG9qRidf/ZzJbreTlJREdHQ0RqOWH75AkE8s8HtDlU8OWwt169+RpWPUbn+mXvOPW38Rc/sq9xmMjcXZoQtp2RmYtq7BvHkF+oRjXp2qc9iI3LWBsBMHyHzqXZQiOnAJBIKKQWKO9jpIbKAQbPkS57U3YNXpMH3xtqYwx/jH9+ByYb9jghCjlxeKC9OsKcgZqW4hVZKxTXgJNTSiHBIrGcFGmSmdQ7i7iT9Pbc5gfSGGaectChM3ZPDitizubOTPfU39aRwiukQKBAKBQCAoHo5Bt6CGhGP69HUkp7s2TncqHr/XHsby1P9Qo0u2N1L/Mrd0q/Mft/QzVlYk2jjipVt6tkPl5e1ZfHk4l9c6hTCsbgXVWVY1FAXd7r8wLp2H7tBu708LCsXRf0S+3kwYZQmukmonRD+V7aRuoK7IL7lVZ7TbIferYyqLtEoFJSYO2U2IfgIUpUqLQiRJol8dM9fWNrH4tJWpO7M4kF74A/DvFAc3LU+la5SRJqHF+zXQSxKNQ/T0rmWieZi+WoqlpDMnMc2bhXzysNfVU4JSwGZDsrt/N6kBwdjGPFOlf88FvsfV8hrsg2/DuOxHr89ZtWoVGRkZjBo1CpfLxeLFizl27BghISH07duXBg0aXDr2ottZvXruYpfQ0FBCQ0NJSEjg5MmTxMXFeXV/u93Ot99+y/nz5wkKCqJDhw507NjR7Tir1cr27dtp3LgxdesWrOaUJIlrr72WL7/8kp07d9K9e3evf35B6ZNuc3/GhBp9/F0nyyixjdAd3Vdw+PSRQk8zrFuiOe7ofV2ppVZRaBii580uobzRWWVXqoPfT1n447SVQxnet2/LtKs8ujGD74/m8X73UJqGis2YiogaEo6rXTf0OzYWGJdTzqM7vBtX8/bllFnlQLdjA8bFP2jGnB164hgy0scZVXL8ArA+/Ap+r05AshcU10rWPMzTX8by0kwwVtx3eEHVIScnh2PH8oWGNWrU0Dxm4MCBAMydO5dhw4ZpHmM2m8smQSDL6d56M8wkFyi81IVr526yW9CbzRiStK23dQ2aepd7g2aokoykFpzjmc6eguL87IqC33fTL4nQIb9DR9BPn2J59TPvr1NCBtY3s6lWAE//lcH84xaPx30eb2VdkpNZPUNp9stMTHu2aB63PTCO21s8ilMufH2qZZieT3uH0zK89OdJRqOxTD9/gqrDk+39/p+9+46Pos7/OP6a2dmWDklIgAQIEKr0Jh1RUMSup6ee7QAVsXKnAj8Lnihy6qEndj0Ry1nPiqBIV6SJgEoJhBYgBAJs6vaZ3x+BSNhNJcmmfJ6PB4875zs7+012sjv7nff382V06whuXXGs1PHXPK/B3avz+T7TxuxBMcRWoHpegzsHbYkw9s+4xv4Zde8OtB++xfzTIpS8nHIfaso5RswLD1P40By5AShEPRCsIroCNA+TIHpt8w27EFQV6xuzgofRF35UFEa//k4Jo4eA5fO30bZsCNrmueKWejum1CnGzJcXxPHZbif/ty4naJG7k465dV78PZ8Xf89ncKKFmzuEc3FrOzZNzkchhBBCVIxvwDkYkdHYnn8IxRU43qseOYj98Ttx/e0p9JTKr0B5KpumcE5LG+e0tPFkf9iT5+P7/S4WHXCz4qAbp7/saul78vzcsOQYQxMtPDkghm41MKYpAI8b7cdvsXz7MWpm+auWnqQ3T8ZzwTX4Bo2S+2ii2jS6IPpV3x2l0GcwtLmFYc2tDGtuJSki8New+KA7YJtJgaHN6+4fn57UFk4LhShuF0r2IYxmLULUq9qjKApjW9sZ08rG57udzNyYV+6MrNWHPaw+XPos9fLE2VSGJlqLz6W2UeVPcqjvlMMHCZtxJ0phfqi7Ik5w3TIZo0lcqLshGiDPVeMx/b4eNedYhfbfuHEjACaTicGDB7Nz5x8Vo1VV5Y477mDGjBkAxMYWVTfZu3dvwHFycnJwOBwA7Ny5s8JB9KysLCZNmlRiW+/evXnzzTdLHGP37t3oul4iGH+qk9vT09MliB5ijiBl9mJquSI6gL91kCD6sSOQ54DImID9lWNHMP26LmC7npCEntpwqx0rikKvOAu94iw83CeanTlevt7rYv4+J+uOlL1qzUk/ZXkY8sVh7useyeRukXIjpg7yDh0TEEQH0FZ8U29vGtYG5fBBbK/PDNqmx7fANf5BuRFeBXpyW9w33ovtjVkBbaaMdKzvPI973AMh6JlobKxWKzfccEPQtlWrVpGens6YMWOIi4sLmAhZW4JN8Gty2gQ/IyI66GNPBieDrbpnKCp6izYV64TVht68FaaDe0psLm+C3+m0dcsx7U0L2G7auwPl0P5aWQ0hxqry2vCmXJBcyOSfHDg8wW+8pOX4+P7F1xm2Z37Q9nRbMy7pfj8FWukBXAW4+6wIpvWOkuVsRZ1wVlMzSy9uxhMbcnnht3xKu+345V4Xaw4fZs6QJoxKakAh80rSW6fiaZ2K55rbMG1eg3nlQkybfkLxl76alJq1H/tzU3E+OBusjfd3J0R9kBEkiJ5gV+UzO0R8Qy4A1YT1tZkBkx8BLIs+Bd2P5y93S2GfWmTavAbLF/OCtvm6D8B70fW13KPqpSgKV7QNY1Syjac35vHS7/n4ys5l8eMhDz8e8tDE6uDa9mHc1CFcCnMIIYQQokL8XXrjnPY8tmcfDJrjUPMc2Gfei+uux/F361dtz9smUmN85wjGdy6qlr4qy82CDBfvpBXgKmPB7JWHPAz/8jA3pobxf72jiLfLpN3qoOQex7z4c8yLP69Q4YOTfJ164h1zNf7uZ8t3IlHtGl0QHeBAoZ8P0p18kF5UtahtpKk4SDy0uZVws8JPWYFB9P7NLETXdhXOStCTggfq1P278TeCIPpJ6okv/Je0sfNReiGzNuaxt5TlEc9Utkvnsz1OPttTdC61DDOVO8mhXtP92F57UkLodYh38Pn4+40IdTdEQ2Wx4r7t/7A9O6VCu2dnZwPw4osv0qNHD5YsWUKHDh3YvHkz9957L3PmzCElJYVx48YxYMAAoqKimD9/Pps2baJHjx7Fx3nyySeL/39OTsUumq+//noGDhxIly5dCA8PZ+fOnbz44ot8+OGHXHLJJaxatYrIyEgAcnNzAYiODh60iYqKKrGfCB1HsMBUCILoeqv2Qbeb9u7Ef1Zg1X3tx++C3uzyDh3TqIKm7aPN3NvdzL3dI8ks9PPNPifz97pYkeku82aMV4d/bszjs91OZg+KYUhi3Z0I2hj5u5+NHtUENfd4ie3auuW4b7gHwiJC1LM6zOPGNmc6SmFBQJNhNuO6czqER9Z+vxoI39AxeNN+xbzim4A284pv8Hfohm9ow1uNQtQtdrudF154IWjbxIkTSU9PZ/LkyfTrV30D/5UVNIh+2nWVEVlKED3/RBA9Iz2gzUhoWamQpN66fWAQ/eBe8LgrVnnF58Py6RulNmvrluG9+C8V7s+ZuqJtGGcnWLnzh+MsCVLU4qbM5fxjzydBH3vEHMnY7g9y2BL89w6QHGHilaFNGCzXQ6KOsZoU/tEvmvOTbdy+8jgZpYy9Zjl1/rToKH/tGM7j/aIIN9fdsfUap5nx9x6Cv/cQyHVgXv092sqFmPbtDLq7KX0rtpf+gevuf4CpgY0xC9GA7M8PLIaUFCHBilDyDRoFJhPWV2YEXdHXsvhzFN2P+8b7JHhRC5Sjh7G9+kTQNr1pM1y3TWswr0OkWeUf/aK5PjWMB1bnsDwz8PvB6Y67DV76vYCXfi9gYIKFmzuGc0lrO3YpziGEEEKIMuitU3E+/CL2Zx5APRRYBVtxu7DNnoJ7/JSi6+NqZtMURra0MbKljbvOimD6+lz+t7v0lSN1A+amFfK/3U7u7xHJbV0isMjk3SpRDu7FsvBjtFXfongrVgjOUFV8A0biPf9P6Ckda7iHojGTEUxgV56fXXmFzE0rWrYiOcKEO8jY+cgWdfumjz8peMVYdf8u/L0H13JvQk9TFa5LDeeqtmG8t6OQpzflcrCMJdGqQ2mTHM6OU2nqUnDn+rG6K/ZBAGAzKbQMN6HWkdCaef5/Me34rfwdRa3Q4xJw/+WuUHdDNHB6q/Z4Lq5YRRL9xMC+xWLhvffeo3nz5gAMGjSIuXPnMmTIEObMmcO4ceOIiIhgxowZ3H333YwePZpLL72UZs2asXbtWjZu3EiHDh1IS0tDreAg9JQpJcPy3bt359VXXwXgww8/5O233+bOO++s6I8t6gCvbpDnDUwrx1hq/zNRb50adLu6L0gQ3TAwr1wQsK+hqPgGj66J7tULzcNMjOsUwbhOETjcOov2u/hkVyHf7i/9hsyOHB8XLcjmL6lhPN4vOiSTEEQQmoZv0KiiJa1PoXg9aGuW4jvn4hB1rO6yvv9i0Mq9AO7r70Zv06GWe9TwuG+4B3X3dkxBQrLWt2ej/bQ4BL0qnWEPx33XY6HuhmhkjldgpRkjIiroY5W8HND9qAf2BLTpycGLIpRGb9Uefvq+5PF1HXX/bvS25S8Xq62Yj5p1oPT2tbUbRAdoEW7i09GxvLGtgIfX5RRXALrg6EZe3R48NF+oWri029/ZGZYY0GYzQa84C2OSbdzcMZyoOlwUQ4jBiVZ+vLQZU9bk8P7OwCWhT/rP9gKWZ7p4dVhT+sZbarGHdVRUDN7RV+EdfRXq3h1Y33w66PWitnEV1nnP4755cqOa1CxEfXIgSEX0pHC59RpqvgEjMVQV28uPB12Bwrz0K/D7cd/y9wYTgq6TfF5sL05HyQ8s+GKYtKKJ+aWsylSfdYwx8/n5sXyxx8WTv+SSVs7q3Sf9lOXhpywPD1oc/Ll9GDd3DKeTVEkXQgghRCmM+OYU/t8L2GdPxbRra0C74vdje/UJ3DnH8I65psb60SpC4z8jmnJrZzdT1+bwS3bpmbhcr8HD63N5a3sBj/eL5sJWNhQZ7yifYWDathHzgg/RNq2u+MPs4XiHj8U7+kqM2IQa7KAQRWQ0JIjSKric27JuL4NpJCRhaGYUX8k39WBLJzcmFpPCLZ3CubZ9GG9tL+Bfm/M44qrZQPpJf0xyALADjkofI86mMjTRWlxlvW2UKSQfxOru7Vg+e6vWn1cEZ9jCcE18RKqOilrhG3lJhfY7WUm8Z8+exSH0k7p06UKbNm3YtWsXDoeDmJgYbrzxRpo3b87zzz/PN998g9/vp1evXnzxxRc899xzpKWlERcXd0Z9v+WWW/jwww9Zs2ZNcRD9ZD9Lq7Z+shL6yf1EaOQECUtBiCqiJ6VgmEwBN67UvTsC9lV3/IqatT9gu79bP4ym8TXWx/okxqryp3Zh/KldGN9luPjbakep198A7+4oZGGGi5n9o7mqrb0WeypK4xs6JiCIDmBe+Y0E0U+j/fQ95qVfBm3zDhqFb8RFtdyjBspixXXnY4Q9eiuKq2QITvF60H5fH6KOBWdERlN+XTQhqleFVprRzBj2cBRnyRUclLwclKwDKF5PwDH8pazOV5pSJ/jt3VF+EN3twvL522XuYtq3E+XQfozEpEr160wpisKEzhEMb27lthXH6L95If/a+Q4agb93PwrXdrmLtVFFq+7E21QGNLMwIMHC2c2s9Ig1S0UgUa9EWVReGtqEC5Jt3LvKwbEg7zcA6bl+zp9/hL/1iOT+HpGYVTnPoeh90fW3p7A/Pgn1SGZAu3nZV+hN4/FeemMIeieEKEueV8fhCSyikBQuFdHrAn+/EbgUE7aXpgcPo6/4BnQd97j7QZXXrCZYPnwVU/qWoG2eP09Eb9ellntUexRF4bIUO5e2sfFTloe5aQV8sccZtBDe6Rweg1e2FPDKlgKuamvn8X7RNA+Tc1QIUX2ee+45pk+fDsCiRYtCuoKfEOIMRcXgnPIvbHOmo21eE3QX6wcvoxzPxvPniTU6CfPsBCuLL4rng52F/OPnXA45S8/l7crzc/2SYwxvbuXJ/tF0bSqT74Ly+dDWLcO84KNSC14Fo8cm4B19Jd7hY8EeXoMdFKIkCaJXUFOrSo/YOv7Gp2noLVph2leyCpyasTtEHapbbJrCxK4R3NghjNe3FvDZHic7KzgL/VSFPoPAocWak+3S+WyPk8/2FFVZbxlmYmhzC8Nb2BiaaCEpohb+jN0ubK8+EXSwTm8aj79Tz5rvgyhmxCXiHXgeRovWoe6KaCwqOBCfmloUKomODl7F5OR2l8tVvG3UqFGMGhW4HNRtt92Gqqr06NGjsr0tITY2FoDCwj9CaW3atEFVVXbtCj5R6+T2du3andFzizNzvJTwQkiqYpst6C3aBFTaNQUJoptXBFZDB/AOHVMjXavvRifbWJ3YjJm/5PHSlnz0Ui6ysl06E1Yc5787C5nZx47UqgotPSkFf9vOARUWTOlbUQ7swWjZJjQdq2OUg3uxvvVM0DZ/izZS2bKaGYlJuMY/gH3O9FB3RYgSXn75ZV5++eWQ9sHjD77STNMg11VGRHRgED0/p9QiB5WtiO5v3T7odtO+nZQ3QmP+7lPUnGPlPoe2rvarop/Uwerhx30vY9mxrNR9/tFjArEDhvBis6LgeagKDghR3S5pY2dAMwt3/Xic70pZ+chvwD835rFov4tXhzahVd2u+1JrjOimOP/+NGEzJhWtQnEa6//+g9EkHt8w+V4pRF0SrBo6QEsJotcZ/r5Dcd35D2xzHkXxB15tmn9YCLof94QpEkavZqZ1y7F890nQNm+/EXhHXVHLPQoNRVEYlGhlUKKVWQN0PthZyNztBWyv4P3pT3Y5WbjPxYM9I7m9a4RM5BNCnLEtW7Ywc+ZMwsPDKSgoKP8BQoi6z2rHdc8TWN96puj6NgjLtx+j5Bwruu7Vai77qCoK16WGc0kbO89tzueF3/PKnIi3PNPN0C8Pc3OHcKb1jiTOJtfkABTmY172NeZFn6IeO1Lhh/lTOuK94Gp8/YaDSSLBovY1urPu8hQbn+52kp5bgSnHpzinhRVTPfhypye1DQyiZ2WA1wNmWfYUINyscm/3SO7tHlmlxzvcOquy3KzILPq35Xjlw+xn4kChnw/SnXyQXhRMbxdlKq6WPiTRSry9+j+YLR+9ipq5L2C7oai4Jk1Hb9+12p9TCFH/DB06FIC0tMDZmF6vl127dhEeHl5ulfPVq1ezb98+Ro8eXWqovaLWry+qgNqqVavibXa7nT59+rBu3Tr27dtXos0wDJYuXUp4eDi9evU6o+cWZ6a0IHqMJTQRZL11+4AgunIoA9xOsJ6o0u0qRFu7NOCxRngU/l6DaqOb9VK4WWXGiWrn965ysPFo6Uu2LTnoZkSWm3HJGg+2NJDcSuh4h40JutSfeeWCoqoKjZ3bie2FR1HcroAmw2rDdddjf7x3iGrj7zcCz6grsSz6NNRdEaJOcVRipRkjMhqOHCyxTcnLwZRRShC9khXRiYhGb9oM9djhEpuDrTRTQn4ulm/er9BTaGtDE0RX9+7ANudR1MMHS90nZ+wN3H/1dbXYKyFqV0KYiQ/Pi+XttEKmrc2h0Bd8pukv2V6GfXmYh3uGMUou6oGiSXXO+2Zif+o+FE9gkN/61tMY0U3x9xgQgt4JIYLZX8rqbkkREp6oS/y9B+O6+3FsLzwSsKI0gHnVIvD7cd82TcIa1UTJ2o/tzX8GbdMTkoqq0DfCiZhNrCoTu0Zwe5dw1hz2MHd7AZ/vceIqJ7KQ7zN4eH0u7+4o5J9nxzC8hbV2OiyEaHC8Xi8TJ06kW7dutG3blo8+Clz1VAhRT2ka7vEPYsTEYvn6vaC7mFcvRslz4LrrHzVeJTvCrPJQnyhu6BDG9PW5xYVXg9EN+M/2Aj7ZXcgDPSK5tXNEo10tUsk+hPm7TzEvnx+w+m9ZfD0H4RlzDXrH7o3yOlvUHY3uG/W03tFM6x3N/nwfKw95isLEB90cKCz7W95lKfUjJKAnpQRsU/x+1MwM9FZS2bU6xFhVLmxl58JWRefEEaefHw79EUyv7CSHM5We6yc9t5C3thd9CHVpopFchSrpMRaFs5sVBdpPrcZl+nUtlu8/C/oY7yV/kRC6EKJYSkoKI0eOZMmSJcybN48bb/xj2ejZs2eTk5PD1VdfjaYVvUfl5uYSFRVV4hiZmZncfffdaJrGtGnTSrR5vV52796N2WwmJeWPz7u0tDSSkpIICwsrsX9aWlrx0nJXXXVVibabbrqJdevW8Y9//IPXX3+9+D3vrbfeYs+ePdx8883Y7fXjs7+hOu4OHlgISUV0QG/VHvi2xDbFMFAzdhV/FmprlwcNnXoHnScTAiugZ5yF7y+K57WtBTyxIZeCUkIrTj/M2WPho0PHGdvaxUWt7QxNtDbaQYlQ8Q0YifHeHBSvp8R2bdV3eK6aAFqj+6r5B8PAOvdfmA7uCdrsvuXvsrJNDfL8+XZMe7Zj2vFbqLsiRJ1R+kozgZ+dRmTgRFAlz4EaJIhuWG0Y8c0r3R+9dWpgED1jF+j+UitRWua/j1JYsUpdpn07UQ7tx0hMqnTfqsQw0JZ8ifX9OUHDTSd5h12I6U9/rZ0+CRFCiqJwc8dwhjW3ctuKY6w7EvzvwuWH//u5kK9irLwc5ydFAuno7brguuNRbM8/hGKUfO9WdB3bi4/inPocekqnEPVQCHGq/aVURE+Wiuh1jr/nQFz3zMD274dQvEHC6GuWgK7jvv2hxj2eUR087qIK9M7Aa3fDbMF152M1Hnyq6xRF4ewEK2cnWHlqgM6H6YW8vb2ALY6yC59tz/Fx6bfZXJFi5/F+0bL6ghCi0p555hm2bdvG8uXLef7550PdHSFEdVMUPH+aUBRGf+8FFCPwPqv2+8/YZ96L62+zMKKb1niXWkdqvHVOUyYccjN1bQ6byihGlusxeGhdLm9tL2BGv2guSLY1mlUk1d3bMC/4CG3dMhQ9+Fj+6QyzBd+Q8/Gc/yeM5q3Kf4AQtaDRfptOitC4tr3Gte3DMAyD3Xl+lh8sChKvPOQm2/XHH/YVKXYuqifrhJZWiUrdv0uC6DUk3m7i8pQwLk8pCkBWdpJDddty3FflKu0fnqiy3jLMxNDmFkbHeLjujVlB9/WndMJzyY1B24QQjdezzz7L6NGjufvuu5k/fz6pqals3ryZFStWkJyczOOPP16876uvvspHH33E2WefTXx8PPv372fBggUUFhbywgsv0LNnzxLHPnjwIP379yc5OZlff/21ePunn37KSy+9xKBBg0hOTiYsLIydO3eyaNEivF4vkydPZvDgwSWOdd111/HZZ5/xySefsHfvXgYPHsyuXbv46quvaN26NQ899FCN/p5E+SpTubM2+FunBt2u7t1ZHEQ3r1wQdB/fUFk+vaI0VeGOrhFc3NrG31fn8G1GYLD/pMMug7e2F03GizIrjE62MbaVjfOSbESaQ3OeNCphEfj6DsP80/clNqs5xzFtXoO/9+BSHtjwacu+LqqoFoT3nEvwDTyvlnvUyGhmnPc/g+XztzFt/QU8pb+PhIoRXrXVuYSoqlKD6EFWmgkaRM/PCRpE15NSQK38Z67euj388mPJ5/C4isLjQSbqKMcOY170v6DH8g67EPOKbwK2a+tqqSq6swDrf57BHGRVnFN5LrwWz5/GS0Ua0ai0jdJYcGE8szfnMWtjHqXMM2W1w8Tob3P43/kWujWtueWh6wt/r0G4b7oP29xnA9oUtwvbv6bifPhFjGYtQtA7IcSppCJ6/eLvPgDXvTOxPTctYFI9gHndMhTdj+uOR0CTz6Oqsr77QsDK3Se5b7xX7lWfJsaqcluXCG7tHM66Ix7mbi/ks91OnP5SLpyA/+128m2Giwd6RjKxS+OtGCqEqJyNGzfy7LPPMm3aNDp1komtQjRk3lFXoEc3xfbqE0GLZpj27sD++J04//7PWivkMSjRytKL43l/ZyGP/5xLlrP0sHV6rp9rFx/jnBZWnugfTZcmDffaXE3bjPWTNzFt31Thx+iRMXjPuxzvyEshKqbmOidEFTTaIPqpFEWhbZRG2yiNWzqFoxsGW4/72J3nI96mMiCh/ixxVXoQfXct96TxCjbJ4aeDBew/fIwmTZtgruAAlgHsyPGyPNNd5WB5VR0o9PPBzkIu2/JvtJyjgX2zWHHdNk0qQwghAqSkpLB06VKefPJJFi9ezJIlS0hISGDChAk88MADxMfHF+/bv39/fvzxRxYuXIjD4aBp06aMGjWKe+65hx49elT4OYcOHUpaWhqbN2/mp59+orCwkNjYWEaNGsX48eMZOXJkwGNUVeX9999n9uzZfPjhh7z00ks0adKEG264gYceeoi4uLhq+X2IqistMBUTJDBVG4oqogcy7d2BD1AOZWBK2xzQ7m+dil5KiF2ULjlC44Nzm/LlXhcPrnZwqIwBCYBcr8Enu5x8ssuJRYURLaxc1NrOmGQb8Xa5AVxTfMMuDAiiQ9GkjMYaRFf3pGF9999B2/xtOuC+blIt96iRstrwXHNbqHshRJ1RekX0IEH0iCBBdJcTxRW4fKqeVLUQSWkT/Ex7d+ILEkS3fP520LCQr9dg3Nfcjvbjtyj+kkEwbW3NB9HVvTuwzXkU9fDBUvcxwqNw3TYNf4+za7QvQtRVmqpwf88oRiXZuHXFcdJygo9xHnEZjF1whA/Pi2VgPRqLrym+cy7Gc/wIli/mBbSpucexP/MAhQ/NkRuOQoRYRkHge5rNBLEhKqIgyuc/qy+uyU9hmz0NJcikZe3nldjmTMc16VFZ3bAK1N3bMC//Omibd8gF+IZdWMs9qj8URaF/Myv9m1l5tE8Uj6zPKS4eFkyBz+DR9bm8t6OQf54dzYgW9aOgnhAiNNxuNxMnTqRbt27cc889oe6OEKIW+PuPwBUZXbTiWpCVatQjB7HPuBPX356qtVXXVEXhL6nhXNrGzuzNebz4ez7uMuq6Lj3oZsgXh/lrx3Cm9ook1taw7vdqiz/H+s7zQSvXB6O3aI3n/D/hGzQKLDJ2JuomSZEGoSoKXZua6VoPK7AYTeMxwsIDlitW9wdWrhI17+QkhxYWKxkmH8nJNmy2yg8GHHH6+eFQUcX+FZlu0nNrvsr6X7J+4Koja4O2PdH5LxzaF8Uwr5NBCVZiZGBVCHGKpKQkXnrppXL3Gz58OMOHD6/wcVu3bo3D4QjYPmTIEIYMGVKZLgJgtVqZMmUKU6ZMqfRjRc0rPTAVogovYRHo8S1Qj5QMGqn7dgBgXrkw6MOkGnrVKYrCpW3sjGhh5R8/5/KfbQVU5Ku4R4fv9rv5br8bBTg7wcLYVjYuam2nTaR8/alO/k490eMSUbMPldhu2vQTSs6xWlnWr04pyCtafjpIhQkjLKJo+WkZHBJChEClguhBKqKXRk8OXgyh3MeVttLMvh0w8NwS25SDe9FWBK46YygKnqvGQUQU/i590H4tOX5h2rezqMJ6TVT1MQy0JV9gff/FoO/5J/nbn4XrjkcwYptVfx+EqGd6xllYfkkzpq/P4dWtgTdAoWgJ5iu+Pcrb5zRldLKEqTyX34Jy7EjQlbfUrP3Yn5uK88HZYJXflRChsr8g8D5NUrjWaJaPr6/8XXrj/NtT2P81BcUdJIz+y4/YXnhEvsNXgfnbT4Ju9ye1xX3jvbXbmXosIczEq8OacnNHN3//ycHvZRQrS8vxcdm3R7m0jY1Huss1gRAiuCeffJL09HSWLVuGyVT5IKfLVfdWnBQNn8fjKfG/ogpSOuP629NEvfAQppxjAc1qngP7zHvJve0hvF371lq3zMADXa1c01rjHxsLmZ9R+musG/DGtgI+Ti/k793s3Jxqw6zW/PetGj3/DIOwL97GtuCDivWlYw+co67A27Vf0eqkugHyvlwvVCUfWt9JEqOhURT0limYdvxWYrNURK/f4u0mLk8J4/KUMAD25/tYecjD8oMuVmZ6OFBYvcH01s4j/HvH3KBtC5r2YHrMObClgFe2FKAq0DPWzLDmVoY1tzKgmYVwswTThRBCnBlHKYGp6BBVRAfQW7cPDKLv3wUeN9oP3wbsb2hmvKeFqUTlRVtUnh0YwzXt7Nz7o4MtjoqvFGMAP2V5+CnLw0PrckkKN9EhWiM1WqNjjJnUaI0O0RrN7KrcKK4KVcU75AKsn88tsVnx+9FWLcI75prQ9CsUDAPbG7NQj2QGbXZNmIoR37yWOyWEEEWOe4JP5Qo2qTxYRfTS+KsYRDeaNsMIj0QpyCuxXd27I2Bf66dvohiB14W+waOLVwX09R8REEQH0NbVQFX0wnys/3kG87plZe7mufBaPFeOk5XkhDiFXVOYdXYMFyTbmPTDcQ4WBv5tO/0G1y0+ystDm/CndmEh6GUdoii4b/4bSs4xtM1rAppN6VuxvfQPXHf/A0zyXiNEKBwIFkSPaFhV+hoqvVNPnH//J/ZnHwy68o+2aTW2fz+M6+7HJYxeQcqxI2hrlwZsN2x2XHc9JhOnqmBggpXllzTjzW0FPLEhl1xv6SU6vtjj4rsMF7ckaTzYwkB+20KIk9auXcsLL7zAlClT6NKlS5WOcejQIbze0ifiC1GTsrKyQt2Fes6M5Yb7aff+c9iOBf4uFbeLqDmPsveimzjefWCt9kwFpreGi2NU/rXLQlpB6RmAHK/BwxsKeWNrPveleBjctOyVtKtLtZ9/up9W898hbNOPZe5mqCaOd+nL4bNH40xsVbTxwIHq7Usj5TdgS55KWoGKpwZPo1i7xqQByTX3BHWUjFA2QHpS28Ag+tEsKMyHsIgQ9UpUp6QIjWvba1zbPgzDMNiV62dFppvlmW62Obx4/BVbuuMkrwEZ+UWDpqqhM3fby0T5A2dQZWsRTOg4AU4JaukGbMj2siHby3O/5mNWoW+8heEngul94y1YTBLsEkIIUTnHg1z5R1kUTLUwy7k0/lbt0davKLFN8Xoxf/8ZqiM7YH9fr8FQiTCXKFv/ZlZWXtqMhXvy+HjbcX5wmMl2V+6aZ3+Bn/0FfpYcdJfYHm1RTgTUzXSI1ugQUxRQbxOpoYXwnKsPfEPODwiiA2grFuC94OoS140NmXnhR2gbfgja5rnwz/h7D67lHgkhxB9qrCJ6UtWC6CgK/tapaFs2lNhs2rsDDKP4s0NN3xpw7QVFk/08l99S/N++3kMw5j6L4i8ZBtPWVm8QXd2Thu3F6aiHD5a6jxEeheu2afh7nF1tzytEQ3NOSxurLkvglmXHWHradTmAz4BbVxzH4dGZ0LmRj2VrGq5Jj2KfeS+mPWmBzRtXYX37Ody3/K3RXHcLUVfohhE8iB4uQfT6Qu/QHef9z2B/+n4UV2FAu/brWmzP/R+ue5+QMHoFmJd8EXA9DuA95xKMxMYXwKgumqpwW5cILk+x8+j6XP67M/BcPcnph5f2Wvgk6zg3dPBwQ4dwWR1SiEbO5/MxceJEunbtyn333Vfl4yQmJlZjr4SoGI/HQ1ZWFgkJCVgsllB3p35LTqbg//6Nac6jmHdvC2hWdD9tvvwP8ZqCc/RVtT6+kJwMF3cx+HC3myc3FZZ573evU+XeLTbOaW5meq8wOkbXzLVOjZx/HhdRr83E8mtgsYGTdHs4rqFjcI28FL1JPHHV88yN3hGXzrJML0syPSzP9HKslMI91Sk1SmPSgBp/mjpHvn00QP7ktpiDbFcP7EFPPavW+yNqlqIotIvWaBetcUun8Cof54jTzw+H3IQt+C9Dc7YH3ee2juM5ZG1S5nG8+h+VR5/amIfdpDAwwVJcMb17rFkCXUIIIcoVrCJ6kxBWQwfQW6cG3W758p2g233DxtRkdxolk6pwbgsLHfweWrRsxuY8lfl7XXy9z8mevKqvEJPjMVh3xMu6IyWrephVaBelFVdO7xBTFFRvH60RKSvAAGDEN8fXpXdgmPDgHtRd29DbdQ5Rz2qPmvYrlo9eDdrm79ANz5Xja7lHQghRUrAgukmBKHPgd/OKBtH1JnEQEVXlPumt2sNpnx1Kfi7KsSMYsc3AMLB8/FrQx3pHXooRd8pN0Igo/F36BFRFN+3biXJoP0ZiUpX7eZK2+Aus789B8ZVeAczf/ixcdzxS1H8hRJlirCofnBfLuKXZfB1kCWYDuH91DsfcOg/0iGzcqxfZwnBNfgr743cGrNAFYF7+NXpsM7yX3hiCzgnReB126niDzPVrKUH0ekVv3xXnA89gf+Z+lMKCgHbt9/XYZk/Fde+TUtG7LB435qVfBmw2FBXveZeHoEMNTzO7iZeHNuHmDmH8fXUOvx4r/XvJYZfBs5vzeXZzPiNbWLmpYzgXtrJhlnuzQjQ6+fn5pKenAxAfHx90n1GjRgHw7rvvctFFFwXdx2aTz0AROhaLRc7B6mCz4Z46G+XFx9A2rQ66S/j/3sScn4Pn2jtArf17oH/taueq1Cie3ZTHy1vyy6xWvTTTy4pDOYzrFM7UXlFBC65Uh2o7//Ic2J+bhil9S6m7eC69Ec+YP4M9DJl6cWb8usGGbC+LDrj4fr+LX7K91Hz0XIAE0RskvWVK0O3q/l0SRBelirebuFI9gH39f4O2v5U4nC/i+1X6uE6/wZKD7uLKo1EWhZRIjdoY7tBUaB+lFYfgkyLkLU80HA63zg+H3KzIdPPrMS9OX81dOiWHq7xzrsy3FLXLEWS2c019iayo0oLoijPwRpXeJA7/WX1rukuNmklVGJhgZWCClcf7RbHluI+v9zn5eq+rzJsxleHVYZvDxzaHL6CtZZiJ1BOV009WU+8Yo5FgVxtdUMY3dExAEB3AvHIB7oYeRM91YHvpMRQ9cERMj4zBNfER0OQaVAgRWsGC6E2swT+vjAqu5lLlaugnH1/KdZW6byf+2GaYfluPtvWXwP7ZwvAEqXLu6z8iIIgOoK0786ro2tIvsc2bXeY+nrHX4rlinLznC1EJVpPCq4MimLTsMJ9nBf/bmflLHsdcOjMHRKM2smvsUxnRTXH+/Z+EzZiEkpcT0G79339Q8nLwXHMbmOV2pRC1YX+QauggFdHrI71dF5wPPFtUGb0gL6Bd27IB27+m4LrvSbCFhaCHdZ/20/co+bkB2/19hpScQCrO2IAEK8sujuet7QU8viGXnHKqOZ68P9vMrnJ9+zBu7BBOSpR8ZxGisbBardxwww1B21atWkV6ejpjxowhLi6OVq1a1XLvhBC1zmrHdfcMrG89g/mHhUF3sXz3CUrOMdwTpoRkfCHKovJYv2hu7hjOw+ty+Hqfq9R9/Qa8trWAj9ILmdorir92Cq+TE++U7EPYn7kfNTMjaLthMuEe9yC+waNruWcNS7bLz+IDbr7f72LxATfHSlklVtQs+abRAOnJwW8Gqhm7arknol7xuLG++gSKPzBopcc3p9/f/sbsYyZWZLpZechNtqtqb9q5HoNNR6snHFYR6494+SDdCUC7KFNxKH1IopV4uwwKi/qjwKuz+rCH5QeLwuebjtberL0Cr1wuiNp3PMg055gQB9GNmFj0qCaoucfL3dc35AJQ5XOmtiiKQtemZro2NfNgzyj25vmYv8/F13udrD7sQa+BN8wDhX4OFPpZdmKy3UlRZoXWkRpaLZ2uEZpCarSZ1GiNjjFF1dtbhptqNajj6zsM453nAqqHaWsW475uUsNdwlr3Y3tlBurx7IAmQ1FwT3wIo2nwSjNCCFGbSguiB1PhiujJ7c6oT3qr9kG3q3t34O9xdqnV0D1jroGomIDtvt5DMOY+i+IvGQrT1i49oyC6knsc6wcvl9puREThunUa/h5nV/k5hGjMTKrCtPYekptG8MLW4DcXX91agMOjM2dIkzp5Q7G2GIlJOO+bif2p+1A87oB2y6JPMe38Ddcdj2I0axGCHgrRuOzPDx5ET46QsaD6SE/pVBRG/+ffUQoCA9Xato3Yn30Q5+RZYJcwegmGgfm7T4I2ec6/qpY70ziYVIXxnSO4LMXO9PW5vLujsNzHHHbqzP41n9m/5jOihZWbOxRVSbeYGu+1lRCNgd1u54UXXgjaNnHiRNLT05k8eTL9+lW+GKEQop7SNNzjH8RoEoflq3eD7mJeswQlz4Hr7sfBHl7LHSySEqXx7rmxrMh0M3WNg9+PB+bYTnJ4DB5ck8N/thXwRP9ozkuqOxX01X3p2J59ANVxNGi7YbXhuvMx/N0H1HLP6j/dMPgl28t3+4uqnm+Qqud1giTLGqLwSPQmcQGBCNOB3SHqkKgPLB+/junAnoDthqLiunUabZpFcUszuKVTOLphsPW4jxWZRYHYHw+5yfXW/bf09Fw/6bmFvLW9aFCmS5M/qqUPSrCGPOAoxKncfoN1RzxFkz8y3aw77KEGi54LUecEDUxZQvw+rSjordqj/rau3F29Qy6ohQ6J0rSO1LijawR3dI0g2+VnYYaLDUe8pOV42ZHjI8tZc7Ogc71GtVVkr6iVhzwl/jtMU2gf9UcwvUO0mQ4xGm0jNWxaDdxgsljxDRiJeelXJTYrhQVoP6/EN/C86n/OOsA+/79ov68P2ua5/Bb8XWVVBCFE3VCp66rwSAxFQTHK/vJRWhGEitKbJ2OYLSjekp9hpr07MNYtw7R3R+BjImPwXvCn4AeMiMLfpU9AVXTTvnSUQ/sxEpOq1E/zl++iuJxB2/ztz8J1xyMYsc2qdGwhRBFFgf/rGU58uIVH1geG/wA+THeS4zF4a0RT7DVxPVtP6O264Jr0KLbnHkIxAt/bTbu3E/boBFzjHsTfd1gIeihE45FREDwIIRXR6y+9TQecU/6F/Z9/C7r6hCntV+zP3I/z7/8MWSCnLjJt2YBpf+D9Z3/rDuip3ULQo8YjzmZizpAm3NQhnPtXO9hYwSJgyw66WXbQTZytqEr6TR3DaStV0oUQQojGQ1HwXDUeI7oplvdeCDoOrG3ZgH3mvbgmP4URExuCThYZ1tzKikua8e6OQh7fkFtmwdTtOT6uWnSUUS2tPNE/mg4x5lrsaSDT1l+wPf9Q0JXVoaggjHPyLPS2nWq5Z/XXUZefJQfcLDpR9fyoVD2vc+RbRQOlJ6UEBNHVjN1gGEWj+0KcwvT7eiylVCzwjr0WvUPJwSL1lKqjE7tG4NMNNh/1siLTzfJMN6uzPDj9dT8xu+W4jy3HfbyypQBVgZ6xZoafCKYPSLAQVlulTEWD4/Eb/JLtKXWJ1rLszfezItPN6iw3rso/XIgGwTAMHJWo3Fmb9NbtoZwgur9D9yqHnUT1i7OZ+EtqOH9J/WObw62zI8dHWo6XNIePtBwfO3J87M7zUQ8uYcpV6DPYfMzL5tMC8aoCrSNMdIjW6BBjPhFS1+gYYz7jvy/v0AsDgugA2opvGmQQPTL9d8Lmvxe0zdet3xlV3xVCiOoWvCJ6KWNDqgnCIyE/eBj0JD3pzILomDT05HaYdm0t+fR7tmMppZCC99IbwVZ6BUpf/xEBQXQAbd2yKr0vK0cyMS/5ImibZ+y1eK4YB5oMrQpRXe7uFkmMVeXeVY6gKxotzHBx5XfZ/Pe8WKJDPUk5hPw9B+G+eTK2t54J2q4UFmB/4RE8o67Ec81tIVlKW4jGoLSK6C3D5dqgPtNbtcc5ZTa2pyaj5jkC2k07f8f+9N9x/u2fRdfMAvN3nwbd7j3/KrkfXUv6NbOw5OJ4Fu3J4/XfjrPsqFahokbZLp3nf8vn+d/yGdnCymP9ounWNLSBLSGEEELUHu+oK9BjmmJ75QkUX+CENtPeHdhn3Inz70+H9L63SVW4qWM4l6XYeXZTHi9vycdbRv540QE3Sz8/zLhO4UzpFRWSfIFp3bJSf68AenzzkP9e64OTVc8X7Xfx/QEXPx8586rn7aM0zkuyMirJRrsojZr6xtJY62jIiEgDpSe1hV9LhqSUglwUx1GMJnEh6pWok/Jzsb7+VNAmf+sOeC6/udxDaKpC73gLveMt3Ns9Erff4OcTlZxXZLpZd8RT5oVAXaAbsCHby4ZsL7N/zcesQr94S3HF9L7xFlmiTpTL4zd4Z0cBz2zKI7Owjp/0QtRh+T4j6GB5TGmBqVqkt04tdx/vsDG10BNxJmKsKv2aWejXrGQow+032J3nKw6nn6ygvsPhI78BLEuhG7A7z8/uPD/f7neXaIuzqaRGa3SM1kiNMReF1aM1kiNMqBW4cai37YS/ZZuAFXZMW39BOZKJEd+8On+UkFKPH6H1F28ErRKhN43Hddv/gdp4w1FCiLrnuCfwu0lZK4IZkTEoZQTRDZMJvUWrM+6X3rp9YBD92JHg+8Yl4j3n4jKP5+s9BGPusyj+ksEwbe3SKgXRLf97C8UfWO3U1284nqtvq/TxhBDlu7FDODEWlfHLjxHkrYtVWR4uXpDNp6Njibc33qrDvhEX4dLMWN/+F4rHHXQfy6JPMe34Fdek6RjNWtRyD4Vo+IIVIImzqY161YaGQk9qi3Pqc9hn3Yeaczyg3ZS+tSiMfv8zjT6MrmTtx7Tpp4DtenQTfP1H1H6HGjFVURje3EJbnwdbXDz/2+9n7vYCdudVrNrRkoNuln15mPGdwpnWK0pWkBaiEXj55Zd5+eWXQ90NIUSI+fuNwBURXWrlbvVIJmEzJtWJyt3RFpV/9Ivm5o7hPLQuh2/2uUrd12fAq1sL+GhXIVN7RvHXTuFoau18VzMv+l+pleYB/K3a4/rbrJBWmq/Ljrn8LD7gZtEBF0sOuMusgl8RdpPC0OYWRiXZGJVko02kRKVrkvx2G6jSKlOp+3fhr0wQ3efDvOBDTFs3oLhLfxOvTobVjv+svkWz5U1yilZYFV8rJed4QPV8AMNswXX7/4FW+dnvVpPCoEQrgxKtTOkFBV6dNYeLgumbjnpx1VKp0UOF/goPspzOqxfd3FqV5eGpjXmEaQpnN/sjmN4j1oypli5URN3n0w0+SC9k1sY8MkqphlOT4m1q0Wy9Gjolk8Jl0FGUbtYvuRyp4BeACLNC+xPh1g7R5lIHtINV7QRoUgeq3vnLCaIbVhu+fsNrqTeiullNCp1izHQ6bbk2wzA4WKiz40QF9R05Prbn+NiR420wE4+yXTrZLg8/ZXlKbLeZoH10UTC9Z6yZC5JtwZezUxR8Q8dg+qDk4LViGGg/fIu3ApMb6wWfj8jXZ2IuzA9oMkwmXJOmQ2RMrXdLCNEw/HbUQ3WvJqkbkOsJ/A5eViUYIzIaMss4ZvNWVRorOJ2/dSoVPYrnir+W/5wRUfi79Amoim7al45yaH+lKsyo+9LRfloUsN1QVdxXjqvwcYQQlXdJGzsfWWK5fvExCoJMBt18zMuYb7L53/mxtIpovGPHviHno7fpgO3F6agH9wbdx7QnjbBHJuAa9wB++Z4qRLU6ECSInhTeeCfINDRGyzY4pzyHfdZkVMfRgHbT7u3YZ03G+cAzEBEdgh7WDeZFnwUN2HhHXiYrcoRQvF3lnm5h3HVWBCszPbydVsBXe53lFgzTDXhtawGf7XYyvW8U17YPq1BxCiGEEELUb/7OvXBO+ze2Zx8Ieu2r5OVgf+peXHc+hr/7gBD0sKS2URrvnxvL8oMupq7NYcvxwEIiJx13GzywJof/bC/gif7RnNvSVnMdMwwsn76J5at3S93F16U3rrsfB3t4zfWjHvLrBu/tLOSdtAJ+zvYGXSmxMtpFmYqD54MSrDJhvBY13pHaBk5PLi2Ivht/t/4VPIiO7cVH0Tb8WI09qxjt9/Wou7bhnvSoLN1WETXwWnmuuR2jRetqOVa4WWVkSxsja/JDvRQZ+T5WnqjMviLTzcEqhsUKfQZLDrpZcrCoylCURWFwgrU4mN65iSYDMo2Qbhj8b7eTmb/kkp5bewH0KIvCkEQrw0+cf51iNBQ5/0SIfLLLyY7c0r/glaWZ/WQFZnPR/8ZopEZrHCsl2F4XKrEYzVpiWG2lTvryDRgJtrBa7pWoaYqi0DLcRMtwEyNOKyaY69HZkVNUQf1kUP1odacIS6EbRTe/g1Viqy4uP/x2zMtvx7z8b7eTR9bn0iFaY2wrGxe1ttMrzlx8DeQbNArLx68FVKI1/7AA76U3Nogq4ZaPX8OcviVom+fq29Hbd63lHgkhGpJblh2v8nVVZZUZRC8nTKMnt6uWPuit2ldoP39yO3wDz6vQvr7+IwKC6ADaumWVqopu+TT4yhe+oRdiND/zavBCiLKNaGHjywviuGpRNsfdgX+LO3N9XDD/CG+NaMqABGsIelg36EkpFE5/Bevbz2H+8dug+yjOAuxzHsUz6go819wuwUAhqkmw7+ESRG9YjBatcU59HvtT9wYt5mTau+NEGP3ZxjkhvTAf88pvAjYbmhlfOSsZidqhKgrDW1gZ3sJKtsvPf3cUMjetoNx7WUdcOpN+cPD29kL+eXY0PePk2kEIIYRo6PRW7XA+/CL2Z+5HzcwIaFfcLmzPTcM97kF8g0eHoIeBhrewseISK++kFTJjQ26Z92a3OXxc+d1Rzk+yMqN/NKnRZ15kpQRnIdb3XsC8ckGpu3gHjMQ9YYqMy5ymIhMKymMzwdBEa3H4PCVK4tChIr/5Bkpv3gpDUVGMkm+06v5dFT6GefHnIQmhFz//umX4l/WRAYsKqO7XyndWP7znXlZtxwul5AiN61I1rksNxzAMduX6i0PpKzLdVQ6K5XoMFmS4WJBRFESMs6lcnmLn3m6RtJQB5wbPMAy+3udi5oZctjhqPigSpikMTPijIn/3plKRXzQMh506h50efjxUsgKzuZRcVF0IoqOq6MntMe38LWizd+gFtdwhEWpRFpU+8Rb6xIdu4KDAWxSGPxmIT8vxssPhY2euD08NZOLTcnyk/ZrP7F/zaRGmcmErOxe1tjE4sQnWHmcHXJeq2VmYtm3E36V39XemFpl+Xoll4UdB23x9hxWt6CSEEPVE0/IqopdBT0qplj7oSW2Djl2dzvOnCRWezOTrPQRj7rMBk6K0tUsrHERX0zajbfwpYLthtuC57KYKHUMIceb6xFtYcGE8V3ybHbSwxMFCnTELsrmvWwQP9ozCYmqk4yRWO+5bp+Lv3BPrvOdQPO6gu1kW/Q/Tjt9wTZqO0axF0H2EEBXj9BlBlweX+wINj5GYdCKMfh/qscMB7aZ96difmozrwWcxopqEoIehY165AMXlDNjuO3skRnTTEPRIlCXOZuKubpHceVYEPxwqqpL+5R5nmeOGa494GPn1Ef7aMZyHekfVjbF5IYQQQtQYIy6Rwv97AfvsqZjStwa0K34/tteexJ1zDO+Ya+pEUVlNVbilUziXp9h5ZlMer27NL3MVmG/3u1l84DATOofzYM8zv75Rjh7GvOhTzMu+RnEWlLqfZ/RVeK69o0EU7Kou6Tk+Hl6fwzf7ghf/K0+7KBPntSwKng9OlKrndYUE0RsqixUjsSXKaTOV1IzdFXq4cmAPlg9fqYmeVYr1/Rfxd+5VqeWTG5vqfq2M8Ejc4x9skB+AiqLQLlqjXbTGLZ3C0Q2Drcd9xaH0Hw+5yfVWbY2PbJfO61sLmJdWwLhO4dzXLZJ4uww8NzSGYbD4gJsZG3LZeNRbY89jUaFfsz+C533iLI33hqpolEr7glhW5c7a5G8dPIiuJyShp3YLQY9EYxduVukZZwmoUOTXDfbm+4uD6WkngurbHV4cnjNc1+yEg4U6b2wr4I1tBURbFKY2HcrfCZwgaf7yHfydeoBaP6+PlMMHsb3xVNA2vVkLXOMeqBODbkIIUVFlBtFrqSI6Vht681aYDu4pdRd/h+6VW/I1Igp/lz4BVdFN+9JRDmVgJCaX/XjDwPrha0GbvKOvxGgaX/G+CCHOWKcYc1EY/bvsoNU7dQOe3ZzPov1uXhvehE4x1VzRqh7xDR2DntIJ24vTUQ/uDbqPaU8aYY9MwDXuAfz9htd4n5w+g6Ouml1BUAMSI+Q2l6hdBwqCFyZJiqif33dF2YyEljinnaiMnp0V0G7avwvbzPtwTfkXWBvJKom6H/Oi/wVt8o6WSfp1maIoDG1uZWhzK0cH+Hn59wL+/VteqYF03YA3thXw2W4nj/aN4i+pYbI6tBBCCNGQRcbgfPBf2F58DG3T6qC7WD98BeV4dp0KVsdYVWb0j+aWjuE8tC6nuKBoMD4DXt5SwIfpTqb1iuTmjuFolSwCqe7dgXnBh2hrlwYURDmd+5rb60xwvy7I8eg8symPV7aUPWngdCernp93oup5W6l6XifJq9KA6UltA5bMUA/uAd1fdgDE58X26hMoXk/p+9QSxePC9toTOP/vBTDJ6Rqgml8rQ1VxjXsAo0lctRyvrlMVha5NzXRtamZi1wh8usGmo97iYPrqLA9Of+VCWm4/vPR7AXO3F3J7l3DuOiuyzgQnxZlZmenmiQ25rD5csb+3bk3N/L1HZKWXZDWr0D5aI0yT80aI0zWx1I2/C711atDt3qFj5EukqFNMqkLbKI22URoXnJK7MwyDo26d7Y6TVdSLgurbc3xk5PupakQ9x2PwkN6ZG8xRJHhzS7RpW3/B8vk8PFfcUvUfKFQ8bmxzHkUpDKxmYJjNuO58DMIiQtAxIYSoGgUYkmgttb38iuhtq60veuv2ZQbR3VffWunrK1//cwKC6ADa2mV4L7mhzMeaNv4UdMKhERaBZ+x1leqHEKJ6tI7UWHBhPFd+d5RfjwUvCrD5mJfhXx5mep9obusS3mgDUnpSCoXTX8E67znMP3wbdB/FWYB9zqN4zr0M78V/qdZx4IMFftYcdvNTloc1hz38dsxLJYdWKy01SmPdlQk1+yRCnGZ/QfCgQXK43MNqqIz45n9URj+SGdBuOrgH+8x7cd03MwS9q32mjT8F/T34O/YoddxU1D2xNhMP9YniutQwpqxx8N3+4KuqABx169z9o4N5aQU8c3ZMQDEMIYQQQjQgVjuuu2dgnfss5pULgu5i+e4TlJxjuCdMAXPduS5oF63x3/NiWXrAxbS1OWx1BJ9EDHDMrfP31Tm8ua2AJ/tHc05LW9kH13VMm9dgXvgR2tZfyu2LYTLhHvcgvsGjK/tjNEh+3eCdHYXM2JAbdIWxYFIiTYw6ETwfIlXP6wUZFWnA/C1T0NYtL7FN8XpQDh8sswKU5bO5mPbuCH7Mtp2L7ljWBN3AtHtbwGZT+lbMX76L9/Kba+iJ66/qfK30uEQe92ZfAAEAAElEQVR8Iy7G36V3NfWu/tFUhT7xFvrEW7iveyRuv8H6I57iYPr6I54Kz8gq9Bn8a3M+b2wtYNJZEUzsEkFUHQlQispZd9jDjA25LM8sfRDuVJ1iNKb2iuLi1rZGe+NTNC5mtaiKf3l0o2iGcVUpQGJY3Xgf9Xfrh2HSUPx/fHk1LFb5IinqDUVRiLOZiEs0Mfi0IGKhTyc910+aw0taTlFQfbvDy3aHr0J/wz5VY27z4Ty476uANvMX88hM7kxsv7Or60epFdb35pR6ze3+yz1yk1UIUe880T+ahLDSJ8yWFUQ3wiKqtSq43qo9/PR90DZfr8HoqWdV+pi+3oMx5poCqtFo68oJout+LB8Hr4buueg6CI+sdF+EENWjmd3E12Pi+Mvio6w8FLxAgNsPU9fmsDDDxUtDm9CykoUBGgyrHfeEqfg79cQ67zkUT/DxLMvizzEv+RL/WX3xDb0AX6/BYCl9ktLp/LrBVoePNYeLinmsPuwhI79mq58LUVeUdq5LRfSGzYhLPBFGvxf18MGAdjVzH9HPPoD5mnuAclbhqefM334SdLtHqqHXS22jND48L5YFGS6mrMlhXxmf5+uPeDnnqyPc3DGMh3tH0dQm73tCCCFEg6RpuMc9gBETi+Wrd4PuYl6zBCXPgevux8EeXssdLNs5LW2svNTK22kFPLEhj2Pu0oNeWx0+Lv/uKBck25jRL4r20aettudxo61ahOXbj0tdge50htWG687HKrfSZwO2ItPN1DUOfj9e+sSAkzpEa/y1UzijWtpoFy2x5vpGXrEGTE8OXqFKzdiFv5Qgupq2GfP8/wZt85z/JzzXTaq2/gVjfXs25iVfBGy3fDkPf/f+6O261Ojz1yehfq0aA6tJYXCilcGJVqb2ggKvzprDfwTTNx71opcTyMr1Gsz8pWhZkXu7RTK+Uzjh5roRpBRl23TUw5Mbcvm2jCoQp0qJNDG1VxRXptgxVXLpHiHqs1WXV6zymGEYHHGdVoE5x8d2h6/USlKnGpJoIbaODGwbTZvh+dMELB+9iqLrGCYN9w33VmsoS4hQCdNUujVV6da05ECLw63z3X4X8/c5+X6/m4IyUulPJ1/MtVmraOU+WmK7gkH4KzP4085/0q9zEmNb2enSREOpwxO3tB+/w7wsMFQP4Dr7PHzDx9Zyj0RNOu7W2ZXrQ1UgJVIjRlY2ErVsRr9I8ssfi60ys6rQN95Ci3LCmUZE6UF0Paltta4AU9pkHkNR8Fw1vmoHjYjC36VPQFV00750lEMZpRZn0FZ9j+nAnsA+xsThPe+KqvVFCFFtoi0qn58fx/O/5fPkhtxSJ0kuz3Qz6PMsnh0Yw1Vtw2q3k3WIb+gY9JRO2F6cXuqNUsXQ0X5di/brWoywCHwDRuIdegF6284B7/UFXp2fs72syXKz5rCHtYc95HpruNy5EHVUaeNYlV0ZU9Q/RmyzojD6rMmohzIC2rWsA6S+8zSu6++EngPrVHXI6qLu24m2bWPAdj0uEX/vQbXfIVEtFEXhwlZ2zmlhY/aveTz/ax7uUobsDeCt7YV8ttvJ0OZWesZa6Blnpmesuc6M3wshhBCiGpwYnzViYrG8+28UI3AMQNuyAfuT9+D62yyMmNgQdLJ0mqowrlMEV6aE8c9Nuby2paDMglsLM1wsPuDi1s4R3N3JjKkwD/vX72Ff/jVq7vEKP6+/U4+iIlalZDYbk925Ph5el8PX+1zl7htjUZjaK4q/dgrHLHmrektxOBwyWthAKYf2E/7gXwK2ey67Cc/ltwQ+wFlA2EPjULMPBTT5W7bBOf3VSlVFqRK3k7CHJ6Bm7Q9o0hOSKHz8dbDaa7YPNcDlcpGRkUFycjI2WznLeVREXXitBA63zqosN5/vcfLJLme5oXSAZnaVv3WP5OaO4VhNtfPhWe3nXwO3zeFl5i+5fLGn/IshKLrB8EDPSK5tHyYXREJUUYFXZ2eurziYfjKonp5blMQ6u5mVV4c1IbGMyp2hoBzaj3poH3rrDtW6nLkom3yuhZ7TZ7DsoIv5+1ws2OfiaJBKAgNydrB04+NYjMC7Vj9FpXJOz4fwqRopkSYuam1nbCsb/ZtZ6tRqIur+3dgfm4jiCbwmcMa3oODhl7BFx9R+x8QZ0Q2DjHw/aTm+oqr/Di/bT1T/P305wAS7Smq0RscYM6nRGh1O/GsZbqrTEyiEOFNq+hbC/nFH0DbPuZfhufHe6nuy/FzC77oMRS/59+cdcj7uCVOrfFhtxQJsb84K2O6+clzwquheD2FTbkDNzgpoct38N3znXFzlvtRlcl0lQq2q5+Cmox5uW3GcbWUssQxwZYqdZwbG0KQxTy5zO7HOew7zD99W+CF681Z4h16Ab+AoMm1NeWR9Dp/tdlZ4pcjalBqlse7Kik2QF6K6TPrhOO/tKCyxzaxC1o0t6tR3WlFzFMdR7E/dh5q5r9R9DHs4vl6D8PUbjv+sfg3mnp31jVmYVy4I2O6+9g68F1wdgh6Jk6rz2n53ro8pa3P4NqNi98lOSgo30TPWTM84y4n/NRMn4fQG66uvvuLNN99k06ZNFBYWkpCQQL9+/XjsscdISkrC6/XyzTffsGDBAjZs2MCBAwdQFIWOHTty3XXXcfPNN2MyyfkhhAhOxqzqFtO6ZdheeQLF5w3arsc3x3X3DPRW7Wq5ZxW3M8fL/63LLff6ppknhycy/sf1B1dg8Qdfle90hqri6zcC75ir0VM6VUd367Vcj84zm4oKtnrKGUsyKTCuUzhTe0U17vG7BkKC6A2Z7if8tgsDlt/09R2G665/BOxe2uCBYdJwTn+laLnkWqCmb8U+Y1LATUgA7zmX4L55cq30ozpV90WS9fWnMP+wMGB7bb9W4g/bHV6e+iWPz/Y4K7R/UriJ+3tEcl1qzYeX5SK9Ynbl+nhqYy4fpzupyAdjwolJBTfV4qQCIRobv26gKMhNPFGCfK7VLT7dYM1hD1/vdfL1PleJJcrv2r+Q2TvfCfq455LG8Pf2JSfNNrOrjEm2cVFrO8OaW0P7+eoqJOyxiUGrR+pWO9tumUqzXv3lHKzDnD6jaJKTw1scOk/L8bEzx4ur/IU4yhSuKbQ/JZjeIcZMSqSpwuesWYW2UebydxQiRJSsA4Q/cH3QNtfNk/Gdc0m1Pp/11Scxr/qu+L/1yBicj72GEdus6gfNzyX87stR/CX/4P2t2uF8/M2A3c3ffYL1vTkB2/XEZAqffAtMDXNRSbmuEqF2Juegy2fwjw05vPR7QZn7NQ9TeWlIE85p2bjPcW3lAqzzngu4V1AWXVFZGtuNN5oN5cvYPrhNda+yrwTRRShc9m02yw6W/FtqE2li41WJIeqRCAUl5xi2pyZjOrin3H0Nmx1fj4FFofTu/etlwS0AJfc4YZOvRvGWDCAZVhsFsz+G8MgQ9UxAzVzbL8xwMmVNDnvyqj6QkhRuokesuURAPd4u4eP6zDAM7rvvPubOnUtKSgrnnnsuERERZGZm8uOPP/L6668zcOBA0tLS6N+/PxEREQwbNozU1FRyc3NZuHAhmZmZnH/++XzwwQdS7EEIEZSMWdU9pq2/YHv+IRRn6eMwvh5n4x1zDf5OPat1Vc3qtOSAi2lrc4IWN+iVt5uvNj9NojenQscybGF4R1yEd9QVGHGN+/vgYaef7/e7+P6Am8UHXOR4yk9dndfSyhP9o+kYI/fLGgoJojdw9kdvxbQnrcQ2PTGZwlklAyGm9Suwv/BI0GO4r74N79hra6yPwZg/fxvrZ28FbXPeNxN/z4G12p8zVZ0XSXXttRIlbT7q4clf8lhYwSoBSeEmRiVZGdbcytDm1hqpDCAX6WXLyPfx9KY83ttRiL8Cn4hNrSr3dotgfOdwwjSZkSeEELVNPtfqLsMw+PWYl6/3ufh6r5Mtx7x8+PvzXJm9Luj+V3W9l8/j+wVtizQrjEqycVErG+cl2Yiy1OJnrmFgffUJzD99H7Q5d/wU0hPbyTlYR2S7/KSdWE1je46XHY6iwPm+fH+FJheGggSmRJ1XmE/ExIuCNz38Inr7rtX7fB43ls/ewvT7zxjxzfFcemO1TLC3Pfsg2uY1AdsLZr2DkZj8xwZnAeH3X4eSF3iDwTlpOv7+I864L3WVXFeJUKuOc3D5QTeTfjjO/oKyA1K3dg5net+oRj2WoxzYg/XDVzBtXhN0Se2yHNfC+LDZQOYlDmNtZLtybyg3s6sMaGahV5ylRieYxljg+tSIGju+EMH0/TSLnbklQwtDEi18PSY+RD0SoaLkHsc262+Y9u+q8GMMixV/9wH4+o/A1/1ssIfVYA+rl/mLeVj/95+A7Z7zLsdzwz0h6JE4VU1d27t8Bs//lsfszXlnPLH/pJZhJnrEnQinx1roGWemmYTT642XX36ZqVOnMn78eGbNmhVQ1dzn86FpGgcPHuSbb77h2muvJTw8vLi9oKCAiy66iF9++YW5c+dy2WWX1fJPIISoD2TMqm5S96Vje/YBVMfRMvfzt+6Ad8zV+PqNAK3uFfjw6QZvbS/gyV9yOe4uGh8599hvfPL7bCL95We9PDHx6OdfiW/ERRDWOMck/LrB+iMeFh1w8/1+FxuPBq+WH0xqtMYT/aIZnSx/2w2NBNEbuGCVsw1FpeC1BcXLwCmOo4T93y0o+bkBj/d37IFzyr9AreUvf34f9ifuxpS+JaBJj25C4Yy3ICqmdvt0BqrrIqlOvlYiqPVHPDyxIZelByteZQigSxONYc2LgumDEqzEVMPSI3KRHtyhQj/Pbs7j7e0F5S4HAxBlVph0VgQTu0TUbhhOCCFECfK5Vn/szvXx/Y5srvrPvSTnHwpozzHZ6d9nBulhZVcJsKgwvLmVi1rbGdPKVuM3prQlX2B7e3bQNs+5l5F79e1yDtYyv26wL99/oqq5tzh4npbj45i7AhdydYwE0UWdZxiEjxuF4g+sCpP/yjf1JiyjrViA7c1ZAdvdV47De8kNxf9t+d9bWL54O2A/f5sOOKe/Wmer91QHua4SoVZd56DDrfPAGgcfpZe9UmGHaI1H+0QxppWtUa+8pRw7jLZqEeYfFqJmZlT68dvszZmXOIx3E4dw0NoUgE4xGmc3szAgwcrZzSy0iTRJdUtRrZ577jmmT58OwKJFi+jXL/ik5ppmGAbN3zkYEMa8pp2dV4c1DUmfRIjlObD/8++Y9u2s9EMNswV/t374+g7H12tQ3Q6x+LyETb4GNedYQFPARE8REjV9bb8nz8e0tTl8s69ihbgqq0WYSo8TofSesUWV0xPC5J53XeN0OuncuTMxMTGsX78erYrhwk8++YTx48czYcIEnn766WrupRCiIZAxq7pLyT6E/Zn7KzSeoDeNxzvqSrx1NLDtcOs8tTGXvGXf8frWV7EYZc+6+zmiDbOTL+ST+AE0j7IyOsnGeS2L8l3h5oafITri9LP4gJtF+10sOegqDvFXVLRFYUrPKMZ3DsesyphRQ1T3pp2IaqUntw3Yphg66oE96Ckdi6r9vfnPoMFmwx6O69apoQk2mzRct00j7OHxKO6SX2jVnOPY3noa190zGvTNwACGgfWNWXXvtRJB9Y238Nn5cfxwyM0TG3L5KctTocdtOe5jy3Efr2wpQFWgZ6yZ4SeC6QMSLI26alN1Oery8/yv+by+tQBnBUqgh2sKt3cJ586zImlSDRMDhBBCiMYiJUpjQp9E1PgZ6P+4A9Vb8noo2u/kgy3/Zmiv6bhMllKP49Fh0QE3iw64uXcVDGhmYWxrGxe1spMSVb1fadXd27C+Nydomz+lI55r7wB//Qs+1xcFXp2duSeqmxeHzb2k5/pwV1PVLSFEBSgKRmQ0ymmVbfT45vUmhA7g6z0YY64JxV/yDURbt6w4iK7kHse88MOgj/dcfWvjGncSoh6Lsaq8NqwpY5ILuW+VA0cpy/+m5fi4fskxOkRr3HVWBFe3C6vRat11ldG0Gd6Lrsc79jrU9C2Yf1iIafUS1DKW1z5VJ2cmT+7+kBl7PuZw+95oI8Zg6z+kuPBNXdStWzcyMoLfJB88eDDz588vsS0zM5PnnnuOZcuWkZGRQXh4OO3atePmm2/mT3/6U0DlT1GztmzZwsyZMwkPD6egoGLnaU056taDVgRODpfbrY1WZAzOh+Zgmf8+puXfYHJkV/ihiteDtuFHtA0/Ymhm/F374Os3HF+vwRARVYOdrjxtzdKgIXRfj7MlhN5ItInUeP/cWH485ObTXU5+Oerh92PeChV6qoiDhToHC10sOGXF6eYnw+mx5uKAeqKE00NqyZIlOBwOrr/+evx+P9988w3p6elER0czYsQI2rYNzKYEYzabAeSaSggh6iEjLpHCh+Zg/9fUoMVlT6UeO4L1w1ewfDEP7/CxeEdfiRFXdnGq2hRjVXn2+HdYt7xU5n5fx/ZidtKFLI/pXDxenJHv581tBby5rQCLCoMTrZyXZGNUSyup0VqDmJzv1w02ZHtZdMDFov0uNmZ7q7QSsUmBv3YMZ2qvSJra5LO/IZORkQZOb5kSdLt6YDd6Ske0JV8EXaYYwH3DPSH9ADASknBfdye2t54JaNM2/Ii24ht8w8eGoGehoS35Au3XtUHbQv1aidINSbTyzZg4lh50M2NDLhuyK74ciW7AhmwvG7K9zP41H7MK/eItxRXT+8ZbsDTCm2VVoRsGvx/38cVuJ69sySffV/7lkdUE4zqFc1+3SOJlSUAhhBCiyvRW7fHccA+2/wRWt+mVv5fZO+cxseP4Ch3LAFYf9rD6sIeH1+XSpYnG2FZ2Lmpto3tT85kN7BTkYZszHcUXeL1mhEXgmjQdzBaowLJ8onSGYXDEpZOW42OHw8f2HG9xdfOM/NpPmytAqwgTHaI1UmM0OkSb0Q3Y7vijX/sLJAUvGh8jIQlOD6K36RCi3lRRRBT+rn0Dxr1M+9JRDmVgJCZj/vKdgAIIAL6uffB37VtbPRVCVJPLU8I4O8HKnT8cZ/GB0lcpTMvxcdePDp78JZeJXSK4uWN441z9TlHQ23fl56YduCvyalJ3rOGmQys47/ivmCpwa1E1dBJ3rIcd6zHeC8c3YCTeIRegt+tSJyfyREVFMXHixIDtrVq1KvHfe/bs4dxzz+XYsWOce+65XHDBBeTl5TF//nxuv/12VqxYwUsvlX2TWlQfr9fLxIkT6datG23btuWjjz4KaX/2l/KdJSlCxo8bNasNzxV/xXXBnzm6ZgWt9qdh/eVH1KNZFT6E4vOibVqNtmk1hsmEv0vvokrpfYZAZEzN9b0iDAPzok+DNnlHX1XLnRGhNjjRyuDEoslnHr/BVoeXTUe9bMz2svGoh9+Pe6utmEBmoU5moYuFp4TTE+0qPeJOhNNjzfSMs9Bcwum1ZuPGjUBRgHzw4MHs3PnHahCqqnLHHXcwY8aMco/z7rvvAjBy5Mga6acQQogaFhGN88F/Yfn0TcxLvkDxll2YU3EVYvn2Y8yLPsXXbwTeMVejp3Sqpc6WQtexfPQqlgXBi5QALGpyFve1v5Ft4S3LPJRHh6UH3Sw96Ob/gNYRJkYl2TgvycrQxPpVLT3bdUrV8wPuM16VeGQLK0/0j6ZzE3M19VDUZRJEb+CCVUQHUDN2oWTuw/rBy0Hbvf1G4Bs0qia7ViG+4WPxbfwJ7ZcfA9qs772Av1NPjISy3/AbgrJeK1+/4XXitRKlUxSFkS1tnNPCyjf7XDzxSy5bjgcucV4erw6rsjysyvLw1MY87CaFgQl/BNN7xJoxyfIlQFHAKT3Xx4pMD8szXazM9FT4Asmswo0dwvlb90hahMvglRBCCFEdfMMuxJu2GfMP3wa0TchciqlTNx62DSTLWbkBjaLVZPJ4elMeiXaVLk3MpEZrdDgRKO4QrdHMrpYfUDcMbK8/hZp9KGiz69ZpGPHNK9W3xs6nG+zN85N2Imi+/UTwPC3HW2qV0ppkM0H7E+fEyX+pMWbaR2nYtbLPj3yvzs4c3x8/R46XHQ4fO3N91Vb5S4i6xjtsDKbtm0ps81xwdYh6U3W+fiOCFmDQ1i7DN/A8zEu+DPo4z58m1HTXhBA1pHmYiU9GxfLmtgIeXpdb5mp4mYU6j6zP5ZlNefy1Uzi3d4loVFU2/brBnN/zmbEhF6+u8kvCQD5KGEgL9zGuz/qRmzKX08mZWaFjKYUFmJd+hXnpV+jNk/EOuQDfoNEYTeNr+KeouOjoaKZOnVrufi+88AJHjx5l5syZJYLrjzzyCEOGDOH9999nypQpAQF2UTOeeeYZtm3bxvLly3n++edD3R0ySpmkmiTjyAJAVSlMakfBwBH4/3IX6u7taOuWo61bjnrkYIUPo/j9aL+uQ/t1Hcbb/8LfqSe+fsPx9xmKEd20Bn+A4NQdv2HavT1gu79FG/xd+9R6f0TdYTEp9Ii10CPWwo0n5i17dYOtx71sPHoyoO7ht2oMpx9y6hzKcPGthNNDIju7aNWHF198kR49erBkyRI6dOjA5s2buffee5kzZw4pKSmMGzeu1GPMnTuXRYsWMWzYMEaPHl1bXRdCCFHdrDY8103Cc9H1mJd8gfn7z1DzHGU+RNF1zGuWYF6zBH/HHnguuBp/z4Gg1nJQ2+fF+sYszD99X+ouS1sPZlzH2zjoqfw1xd58P29sK+CNbQVYTTA44US19CQr7aPqVrV0v27wy1Ev3+138f1+F79User5qTpEa5yXZOXi1nbObmapUz+vqFkSRG/gjOimGBFRKPm5Jbare3dge/UJFE9gZRg9Jhb3zZPrRtUSRcH917+jTvs94ANLcbuwvfYkzmnPg6kBn8o+X5mvlauuvFaiXIqiMLa1nTGtbHyzz8XXe52syHRzsLBq6RWn32DJQTdLDhadG1EWhcEJ1uJgeucmGmojOjcy8n2syHSzItPNyir8XlUFrm0fxv09ImkT2YDfU0S9dvDgQT7//HMWLVrEjh07yMrKokmTJgwYMIB77rmHvn0rVrVx5cqVXHzxxaW2v/jii1x//fXV1W0hhCi6rr/xPtQ9aZj27w5ovuXHV7n6kZ6ssbRk/onrpF15lbtDdcipc8j5x7XRSVEW5UTwuCiEnBqt0TFGo02khnZiEp95wYdBJ78CeMZei7/XoEr1pTHJ9+rFlcNPBs135PhID1FIO86mFr3GJ4LmJ1/zVhGmKl8bR5hVesZZ6BlnKbHdpxvsy/ez3eHliEvHqODoXJQUfhD1gG/w+bhQMC//GgDPRdejt+8a4l5Vnq/3YIy5JhR/yc8Ubd0y1Mx9KP7ASeLefiNCX5FHCHFGFEVhfOcIhrewctuK4+WuUJjrNXju13xe+j2fa9uHcddZEbSPbtgf2HvzfNy+8jg/ZQVWLTtobcrTrS7m6eSLuNW8lydcPxGzYSlKYUGFjq1mZmD9+HUsn7yJv3PPGg1NGrYwPDdPrtZj7tmzByAgGBUTE8PAgQP5+OOPOXbsmATRa8HGjRt59tlnmTZtGp061Y3PZqmILipMUdDbdsLTthOeq29F3bezKJS+dhlq1v6KH0bX0bZsQNuyAWPec+gduhcVqOozBCOqku+vClW6n2r+rrRq6FfK/UkRwKwqdI+10D32jzEUr26wzeFjY7anKJx+1MNvx7y4ajCcbjOBQuXOT7OpKDjVM9ZCjxOB9k4xGuYzKAJmGAb7C/xFwfwTVeN/PeYlNwRFGsrTPsrEyssSytxH14sG+ywWC++99x7NmxcV7hg0aBBz585lyJAhzJkzp9Qg+sKFC7n//vtJTk7mtddeq94fQAghRGhExeC97Ca8F/4ZbdUiLN9+jHpwb7kPM23fhH37JvTEZDznX4Vv8PlgtdV8f52F2OY8ivbbulJ3KTz/amL6nsf65Hh2FJr4fr+b7w+4WHPYg17Jj3C3n+Jc17S10CbSxKiWNs5LsjG0uYUwrfarpZ+sev79fheLq6HqeZimMLS5lVEtiwL3krdqvOSVb+gUBX9SW7RtG0ts1rb+UupD3OOnQERUDXes4oyoJrjHPYD9uWkBbaadv2Oe/1+8l9wQgp7VDssXbwetNAAnX6voWu6ROFOqonBRazsXtbZjGAa7cv3FAeoVmW6OVvFDPtdjsCDDxYITAy1xNpWhiVYGxau00xWSKpqMqScOO/2sPOX3truSYbWTFODKtnYe7BlJagO/ySjqv9dee43nnnuOlJQUzjnnHOLi4khPT2f+/PnMnz+fN954gyuuuKLCxxs8eDBDhgwJ2N6tW7fq7LYQQhSx2nDd+Rhh029DcTlLNCkeN2EvPsqAR19lQL9oHusbxVaHj/l7nXy9z8Wmo2WHh8qS6zFYf8TL+iMlj2FWoW2kxqWuNB7/LviND3/HHniuLL2CT2NhGAaHnDppjqJq4GmnBM8PFFbTXcNKUJWipQ07RGt0iDlRBf/Ev6a22guAaKpC2yiNtlEytCIaIEXBN+R8fEPOD3VPzkxEFP6ufQOqopv2pWPalx6wu6GqeK6S930hGorUaDPfjo1n7vYC/v1bPhmlBEhP8ujwdloh89IKuai1jXu6RdI33lLmY+obwzB4f2chU9bkkOctfazQaoJH+sQwsUtLVGUwBZ670H75EW3lQky/rUcxyh+/VIyi8GRNMiKjKxxE93g8vPfeexw6dIjIyEh69+4ddEJ/586dWbx4Md99912JiugOh4PVq1eTkJBAx44dq+1nEMG53W4mTpxIt27duOeee0LdnWL7S6mI3lIqoouyKAp661Q8rVPxXDkOdf9utHXLMK1bgengnoofxjAwbd+EafsmrO/+u0pd0eOb4+s1CF+/4ejtzyq3+qRyNAvt5xUB243wKFmtWVSYWVXo1tRMt6ZmTt7R9+oG2x0+Nh71lAhoV1c4veg4lbsv6vQTMIZoM0HXJkWh9J7lhNMNwyCjwM/GbC+bjnrYeNTLxmxvle/71raK/O6joooyJD179iwOoZ/UpUsX2rRpw65du3A4HMTExJRo/+6777jpppto1qwZX331FYmJidXVdSGEEHWBxYpvxEX4hl2IafMazAs/KjObeJJ6KAPb27MxPn0T77mX4T33shqb0K7kHsf27IOY9qSVuo/7+jspHHYRZGSgKn+s/vK3HpE43DpLD7pYtN/N4gOuSq/yDLAnz8/r2wp4/US19CGJVs5rWVQtvV0NVUvXDYNfsr0s2u9i0X4XG6qh6nlqtMZ5La2MTrIxMMGKrZyVh0XjUG/ullZXBdDGSE9KgdOC6KXxjLoCf7d+NduhKvD3GoR3+EXFlbhOZfl8Lv5u/RpktSp1x2+Yv3ovaFtdfa1E5SiKQrtojXbRGrd0Ckc3DLYe97H8RLh61SE3uWXcFCpLtkvnsz1OPtsDYKflVgfDWriKK6bXt8Fxh1vnx0Nulp+oeL7VEVi5rrLGtrIxrVcUXZtKAF3UD7179+brr78OCI+vWrWKSy+9lMmTJzN27FisVmuFjjdkyJAKLUsthBDVxWjeCvdfH8D20mMBbWpmBta3nsE98WEURaFLEzNdmpi5v2cU+/J9xSvKrMqqfMWBYLw6HD9ylDvXP4spSJDmuDWapwbcQ2KaqzjwnGiv/coEtcmrG+zOPREyz/Gx3VFU3XxHjq/K16Rnwm5SikLmMVpxZfMO0WbaRWkyqCWEqDBfvxEBQfRS9x02FiMxuYZ7JISoTWZVYULnCG7uGM7nu50892sevx8ve0zJAL7a6+KrvS4GJVgYe2Ip4e6x5jOqiFkdvLrB5qNeVh/28PMRD8crGWxyeHR+KadCfLemZl4b1oTOTU4ZL7NY8Q0YiW/ASJRjR9B+WoR55QLUzIyq/BghkZWVxaRJk0ps6927N2+++SYpKSnF2+6++24WLlzItGnTWLx4MV27diUvL4/58+djt9t59913sdvttd39RufJJ58kPT2dZcuWYTJVfhzb5XKVu49PN9iR6+dAoV7h75g/Hw48boxFwez3VFt4UtRfHo+nxP+WKr4FXHgdXHgdpoN7sfzyA9YNP6AFWUGuuqlHMrF89ymW7z7FH90UT6/BeHoPwZt6FqiBf2thCz9B0QM/a5xDL8BlABX4WxO1o8LnXx3SPgzah5m4KtkE2Irflzcd87H5mJ/Nx338ftyHM4Tvry4//Jzt5edTrp+sKnRpotG9iYnOMRoHC3U2H/Ox+biPY+6GVRTsdKmpqQBERwcvlHdy++mfw99++y033ngjsbGxfPXVV7Rp06ZG+ymEECKEVBV/z4H4ew5E3ZNWFEhfuzRgxcrTKfm5WL6Yh/mb/+IbNBrP+X/CaNmm2rqlZB3A/sz9qIcPBm03TBruW6fiO/vcUq9xY6wql6eEcXlKGLpRND7z/YnK4muPVK1a+uIDbhYfcDP1ZLX0JBujWtoYcobV0o+eVvX8TCfG2U0Kw5pbGJVkk6rnNeSrr77izTffZNOmTRQWFpKQkEC/fv147LHHSEpKAuCjjz7iiy++4Pfffyc7OxvDMEhOTuacc87hrrvuokWLFiH9GRSHw1EvroanT59eXAF0yJAhJSqAGoZR6QqgjYm29Ctsc58tdz+9RWsKH3sNLBULr9U6VyFhj0xAzToQ0KQ3T6bwsddrZ5mOKnC5XGRkZJCcnIzNVsE+OgsJe3g86pHAD0G9eSsK//F63X2tRLXx6QabjnqLq36vzvLg9FfP23a7KFNxKH1IopV4e90Kphd4dVYf9rDioJsVh9xsOuqtltCZqsCoJBtTekbSK65hVbUSjdsVV1zBkiVLWLp0Kb169Spz35UrV3LxxRfz4IMPShBd1DtVuq4SdY7lneexfP9Z0DbXjffiO/eyUh971OVnYYaLr/e6WHrQVeWb/aqhs3DTU4x0/B7Q5kfhgh5TWdqka4ntkWaFdpEqLTU3PRKj6Bxno2O0RkrUmS3TW9tyPTo7TlY1z/Gy3VEUNt+V68MXghGCZnb1lKrmZjrEFIXOk8JNqLLMtxDiTBXkEX7X5Sj+coKnFiuF/3wPo0lcLXUs9OS6SoRaKM5BwzBYfMDN87/msfJQ5YJadpNCn3gzZzezMiDBQr94CzHWmp2o6HDrrDviYXWWm9WHPWw44q22scHTqQrc2y2CKT2jsJgqcA1mGKi7tmJeuRBtzWKUwoIa6VeZXYiMpmDOF+Xu99RTTzFw4EC6dOlCeHg4O3fu5MUXX+TDDz8kOTmZVatWERkZWbz/8ePHufXWW1m0aFHxNrvdzj333MM999wjQfQatnbtWi644AKmTJnCAw88ULx94sSJ/Pe//2XRokX061d2kZ49e/bg9f4RGvQZsKdQYWu+yrZ8la35KmkFKm79zL9vpIbrvN9LwrjizFmPHiJm2wZitv5M2KF9tfrc3vBIcjr2wtGpD3ltOoJqQvW46frvB9BchSX2NRSV3++aiTeqZipVCnGqk+/f2057/3ZVw/u3KCk1SmPdlQll7rN792569epF27Zt2bCh5Mo3Xq+X9u3b4/P52Lt3L5pWFFA7GUJv0qQJ8+fPp127djX2MwghGg4Zs2pYlKOHMX//P8xLv0JxVnzswNfjbLwXXI2/cy84g3tF6p40bM8+iJp7PGi7YQvDdc8M/F16A1U7/467dZYecLHoQFG19MNVqJZ+KtvJauknguntossOfp9a9fz7Ay5+PnLmVc/bR2mcl2RlVJKNwVL1vMYYhsF9993H3LlzSUlJ4dxzzyUiIoLMzEx+/PFHXn/9dQYOHAjANddcw65du+jZsycJCQkYhsGvv/7KypUriYqKYuHChXTu3DlkP0u9mZ5Q3RVAGxM9uW25+xgmE67b/q9uB5ttYbhunYb9ibsCZt+rmRlYPnwFz433hqZvNcD6/pygIXTDZMJ1+0N1+7US1UZTFfrEW+gTb+G+7pG4/Qbrj3iKg+nrj3jwVvH6JT3XT3puIW9tLxpE7NJEKw6mD060Em2p3Yqfbr/BuhM/28oz/NlO1/WUn21QCH42IWqD2VxUqawyVaJ27drFSy+9hMvlokWLFgwbNizksySFEI2D588TMaVvxbR7W0Cb9b056Cmd0NsGX/Eo1mbi+tRwrk8Np8Crs/hA0XXRthPVuyu6FN4je/4XNIQO8FibKwNC6AB5XoONx/xsRGP+4UKg6DpKUyAlqig83fFk5e4YM6nRWsiuOwzD4GChzo4cL2mOotD5yeB5ZmHtLwmsKpASaSI12nyiwvwfwfOaDnAJIRq58Ej8XfuUWxXdO+rKRhVCF6KxUhSF805Ub9pwxMPzv+Xx5R5XhW7OOf0GPxzy8MOJALsCdG6iFQfTBzSz0DrCVOVllA3DYG++nzWHi4Lna7I8bHX4zvjGYUW0jjDxyrAmDEyoxJizoqC364K7XRfc101C++VHtJULMf22HiXIikOhNGXKlBL/3b17d1599VUAPvzwQ95++23uvPNOoGis5M9//jPh4eEsWLCAbt26kZOTw0cffcSMGTNYsmQJCxYsqFKVblE+n8/HxIkT6dq1K/fdd1+Vj5MfFsfaIz5+PV5UVXeLo+Yq6raJtpKcHF8zBxf1isfjISsri4SEBCyWKhTBSU6Gnv0oBFxHMrFu+AHLLz9iDjJ2Ut3MBXnEbVhB3IYV6OFReHoOxLBYA0LoAJ4+Q0ns2qPG+yQq54zPvzosBTjnlP/26wY78vxsPnayerqP30JcOb2xSElJYeTIkSxZsoR58+Zx4403FrfNnj2bnJwcrr766uIQ+qJFi7jxxhuJiYnhq6++khC6EEI0UkZsMzzX3I7nkhsxr5iP+btPULOzyn2ctmk12qbV+Fu1x3vB1fgGjAStclFX02/rsb3wMIrLGbRdj26C62//RG+dWqnjnq6JVeWKtmFc0faPaulFoXA366pQLd3lp6ja+gE3U8gh5WS19CQbQxKt2DWFYyeqni864GLJATfZrjOvej70RNXzUVL1vNa88sorzJ07l/HjxzNr1qyA8Saf748CO2+//XbQyRHz5s3j7rvv5qmnnuLtt9+u8T6Xpt5URC9LZSqANkrOAiJuH1vmLu6rJuC9+Ppa6tCZsfzvLSxfBP+j8fY/BzRz0LZQ8ut+CgsKCAsPxxRkabvTKV432rrlQdvcV43He/FfqruLop4q8OqsOfxHMH1jNVYN7xVrpl20Rm3MaTtUqLP2cPVVe28f9UfwfEhzC3E2uTEkGraMjAz69u1LkyZN+P3338u9GXqyIvrpNE3j1ltv5fHHH6/wDdWKLHUsRHVqyDdVGhv1aBYxMyahFuYHtPlj4vB2qtpNTa/fINdrkHfi38n/n+81ikM8ZsPP1YdXowaJ9Sxs2p2Lu92PoVRPODrBrtA+0kTzsNoJW3t12JPvZ2eun4Kyi//WiDAN2keZSI00kRpton1U0b+UCBPWilTWbCSkiosQtUtbsQDbm7NKbTfCIih45r8QHlnqPg2RVJcSoVZXzsH0HB9zfs/j/Z2FuM8wwJRoV+kbbyHcXLnrngJvUfGJQ2dYMasqbkgN48kB0USaq+d6VTl2BO2nRWg/r0Q5cqhajlkaIyIK58yq32BbvXo1F1xwARdffDHvvPMOABdccAGbNm1i48aNJCSUrAo6depUXn75ZV577TWuvvrqM+q7CM7hcNCmTZsK7fvuu+9y0UUXBW3r92kWO3Jr5wvRhE7hPD0wplaeS9RtNfW5phzNQlu/Am3dckw7fqu241ZV4cMvorcPnLwvQquuXFeFil83SMvxsfGol9+PeSnwVf6a6lChzqajHg7WYAGHCE2he6yZ9tEadW2YLN6mMq13dLn77d69m9GjR3PkyBHOP/98UlNT2bx5MytWrCA5OZnvv/+ehIQE0tLSGDp0KG63myuvvJL27dsHHKtVq1Zcf339yKgIIWpXY/9ca/D8PrT1KzAv+ChowarS6E3iiqqjVzTFpPvR1i0vdaVMPSEJ5/1PY8Q3L7G9us+/426dJQdcLNrvYvEBN0fOMDBuM0HbKI2tx8+8eEG7qD8C7oMSigLuovY4nU46d+5MTEwM69evL57MV1m5ubm0atWKbt26sXLlymruZcU1iKkLVakA2qjYw9HjEkqdTeTv0A3v2D/XcqeqznPJDZg2rwn6YWReuzQEPSqfGaiOSyN/6ll4x15bDUcSDUW4WWVkSxsjWxadYQ63zqosd3Ewfcvxqg226wb8nO3l52xv+TvXAUnhJoY2tzK8uZWhza20DJfPA9F4eL1ebrvtNtxuN9OnT6/Q9VBcXBzTp0/n/PPPp1WrVhQWFrJ27Voee+wxXnrpJRRF4YknnqjQ8x86dKjEUsdC1JasrPJnyou67/jFt9DuwxcCtpsc2ZhWL67SMW1AVWOEGdam3NTpjmoLoQNkOQ2ynCFIhNewOItOG7tBa7tOSphBG7tOmzCDZhYjcIXEXDicG5Ju1klms7nC4RohRPXw9RmCMffZUm86eC66vtGF0IUQf2gXrTF7UBOm9Izita35vLGtgBxP1W7lHXLqfL2vfkzYjrOp/HtwDBe2slfrcY2m8XjHXod37HXVetyaEBsbC0BhYVHF37y8PFavXk2PHj0CQugAQ4cO5eWXX2bz5s0SRK8hVquVG264IWjbqlWrSE9PZ8yYMcTFxdGqVata7l1wo5MlGCNqlhGbgPf8P+E9/08ox45g2rQa9fBBqGTsRDmejbbpJ5TCgir3xd+2s4TQRZ1kUhU6NzHTucmZF6w77PSzMdvLxqMeNh71sinby4HCys9WjDQXhc57xlroGWumZ5yZdlEaahVXz6krUlJSWLp0KU8++SSLFy9myZIlJCQkMGHCBB544AHi44tWCcnKysLtdgPw6aefBj3W4MGDJYguhBCNkUnDN2Akvv7noKb9imXhh5h+WYVilH19qx7PRl21qFq64E/phHPyUxAVUy3HK0sTq8qVbcO48pRq6d/td/H9fjfrs6tWLb2qWTCbCYY1t3Jey6LweUpUg4gO11tLlizB4XBw/fXX4/f7+eabb0hPTyc6OpoRI0bQtm3bCh3nu+++A6Bz58412d1y1fuzKSMjg2XLlpGYmEjXruV/8W2sVTstzdtgCRJE121h5Nz0N3SPF6g/ITLPLX+nyYxJKB53qLtSa3SrnZyb/17vXitRu2zAyGYKI5vZoIeNIy6d5QecLN6Xxy95FvYU1PtFMACItSoMSTAX/2sToZ6y7LEXl0v+RqqbzDSum3Rd54477mDVqlXcdNNN/PnPFZtY1rlz5xIXoeHh4YwdO5a+ffsyePBgXn31Ve69997iAcOyJCYmVrn/QlSFVERvYJKTKczJImzhR6HuCbpqYtkV93NJRBw7c3V25vrJDEFFyrpEUyAl0kT7KJX2kUWVzVOjTbSPNBFlqZ0K70IIUS3CI/F37YO2eU1Akx4Th/e8y0PQKSFEXZMQZuLhPtHc2z2SeWmFfJxeyOZj1bP6YE0wKZASqVHZQuZmVWFAgoX7e0TSzN64izmsX78eoDjQfHKi/dGjR4Pun52dDRSFpUXNsNvtvPBC4GRlgIkTJ5Kens7kyZPp169fLfcsuNu7hHNuSzkfRO0xmsbjOydwpcuKcvu8mH7fgLZ+OdrPP6AUVG7WuHf0VVV+biHqi2Z2E6OTTSUmGh1x+tl41MvG7BPh9KNe9hf8EU6POjV0HmemZ6yZtg0gdF6apKQkXnrppTL3GTp0KA6Ho3Y6JIQQon5SFPSO3XF17I5yKAPLwo/RfliI4vXU6NP6uvXHded0sIXV6PMEoyoKPeMs9Iyz8EBPOObys+Sgu7haevYZVksPpm3kH1XPBydK1fO6ZOPGjUBR8e3Bgwezc+fO4jZVVbnjjjuYMWNGwOM+++wztm3bhtPpZNu2bSxevJjWrVszbdq02up6UPU6iF6VCqCNtWpnYnQ8zYNszxh1NcecXsjIqPU+nan8c6+i1YL3Qt2NWpMx6pp6+1qJ0BpggQHtAbwccimsz1FZn2NinUPlsKd+BIgiTAZ9ov30jdHpG+2nXdgplTYdsN8Rws41AlK1s27SdZ1Jkybx8ccfc/XVVzN79uwzPmZCQgIXXngh8+bNY/369YwZM6bcx8gkBREqFotFzr8GQr/6Vvx7tmPatimk/fD++XYuP38gp0YRcz06O3N8pOX42JHjZbvDx3aHl115PvxGwxmoiTIrpEZrpEZrdIwxkxqt0SFaIyVKw6w2nJ9TCNG4+fqNCBpE91x+M1jlmkII8YdIs8qkrhFM6hpBvlfn5yMefsrysOawh3WHPeT7QpNMjzQr9I23cHaChbObWegTbyGisin0RigtLY2kpCTCwsICtk+fPh2Aq64qClY2bdqU1NRUduzYwbx587jxxhuL93c4HMyZMwcoClaJ+q1FmEqPE2HBbk3NhGuV+1tSFOgcoxHfyCdziHpIM+PvMQB/jwG4b5qMadtGtHXLMf28EjXPUeZD9Zg4fP2G104/hahj4u0mRiUVhbhOynb5ycj3E21RaRNparChcyGEEKI2GInJuG+ejPvKv2Je8iXm7z9DzT1e7c/jHXw+7r/eD1rdiMw2tZm4qm0YV52olr4x28uiAy6+3+9i/RFvJddAKmIzwdBEK+edCJ+3larnddbJggcvvvgiPXr0YMmSJXTo0IHNmzdz7733MmfOHFJSUhg3blyJx3322Wd8+eWXxf/dq1cv/vOf/4Q811Vvz7SqVgBtrFU71QuuxPhpYYkliN19hhI+9hrC6+uXoqS/4D6YjnXT6lD3pMa5ew8h/KJ6/FqJkDq1cmyyxcLJWjGGYbA7X+eHLG/xv2PuulHiyW6Cs+PNDD5R8bxbExMmCUEJUezkddAHH3zAVVddxcsvv4yqVs/N59OXpRZCiBpn0nBNfAT7o7eiOoJXHqxpvn7Dg1b1irKo9I630Dv+j+r7LpeL3Xsz8DdpwV6nyo4cH9tPBNXTHD5yvXXjeiqYlmEmUmNOBM6jNVKjzXSI0Ui0n7q6jBBCNEy+s0fiX/AhpoN7irf523XBN/SC0HVKCFHnRZhVhrewMbxFUejIrxv8ftzL6hPB9DWHPSWqYVanpHATA5oVBc8HNLPQtYlZxseq4NNPP+Wll15i0KBBJCcnExYWxs6dO1m0aBFer5fJkyczePDg4v2ffPJJrr32Wu6++24+/fRTunfvjsPhYMGCBWRnZ3PJJZcwYsSI0P1AotJODZ33jLXQM9ZMQpgEyIVA0/Cf1Rf/WX3hxnswpf2Kad1ytPUrUHOOBezuueKWOhPYEaIuiLOZiLPJ54kQQghRrSJj8F56I94x16D99D3mhR+XGM89E56x1+L5061QR++HqYpSfE/ywZ5RxdXSv9vvYvF+N0fdpVdLTzml6vkQqXpeb+h60WtqsVh47733aN68qMz0oEGDmDt3LkOGDGHOnDkBQfR58+YBRUUTNm/ezIwZMxg+fDjvvPMOw4eHbvKw4nA46u5d8lKcrAD63//+l6uvvppXXnml2sJXDZm6fTPW/72J4jiGr9cgPFeNB80c6m6dGa8Hy0evoW1chVKQH+relMrAQNd1VFVFoeJv9kZEJL7eQxrGayVCxuVykZGRQXJycpmVY3XDYOtxH8sz3SzPdPPrUQ9Of+18RGhKURXO4S2sDGtupU+cBYtJLoyECObUEPoVV1zB66+/XqFVYSrq4osvZuXKlSxatKjOLHMsxKkq+rkm6h8l+xDW915ATd+K4vOV/4BqYERE4uszDM+V4yp8M7Wsc9AwDLKceokK6jtyiv4V+Kp/Ob3SNLOZ6BBTVNW8Q4yZDtEa7aM1IqViphCikVMOZWD5Yh6m3dvxt+uC+7pJEB4Z6m6FjFxXiVBrKOfg/nwfaw57isPp+wv8GJWsWaWgBATPkyIk7FcdfvjhB9588002b97MkSNHKCwsJDY2lj59+jB+/HhGjhwZ8JgNGzbw73//m9WrV5OdnY3NZqNDhw78+c9/Zty4cdU6DiNqxutb8mkdqdEzzkwzqVouaklD+VxD96Pu/L2oUvr2zeD34RtxMd7zLq+zoR3RgM4/IYQQAvlcE6fQdUy/rsO89EvU3dtQvN7KHyK2Gd4L/4xv4HkV2r8unn8nq6V/t9/F8kw3uR6d5mGmoqrnLW20i5YxpPro4Ycf5oUXXmDgwIEsWLAgoL13797s2rWLPXv2EBMTU+pxcnNz6devHyaTiU2bNmE2hyZjWu/OwpqsANrQ6R2745z6fKi7Ub3MFjzX34nn+jtD3ZMy1cUPKSFOpyoKXZua6drUzB1dI0LdHVHPffXVV7z55pts2rSJwsJCEhIS6NevH4899hhJSUnF+61fv55nn32WNWvWkJ+fT1JSEldeeSWTJ0/GbrdX6LkOHjzI559/zqJFi9ixYwdZWVk0adKEAQMGcM8999C3b9+Ax8ycOZNZs2aVesxNmzbRunXryv/gNezkZLwPPviAyy67jNdee63Mm59Hjx7l6NGjxMbGFlc6B9i4cSM9e/YM2P/ll19m5cqVtGvXjt69e9fEjyCEEKUy4hJx3fNEqLtxRhRFITHMRGKYiWHNraHujhBCiNMYicm4b/u/UHdDCNHAJEVoJEVoXNk2LNRdEUEMGTKEIUOGVOoxvXv3Zu7cuTXTIVErJnSR8W0hqkw1oXfojqdD91D3RAghhBBCNHaqir/HAPw9BoS6JyF1arX0Kb1C3RtRXVJTUwGIjo4O2n5yu8vlKvM4UVFR9O3bl/nz57Nr1y46duxYvR2toHoVRD+9Auirr74qlSeEEEKIOsQwDO677z7mzp1LSkoKV155JREREWRmZvLjjz+SkZFRHET/8ssv+etf/4rJZOKSSy6hWbNmrFmzhqeffpqVK1fyxRdfYLWWH+J77bXXeO6550hJSeGcc84hLi6O9PR05s+fz/z583njjTe44oorgj722muvpVWrVgHbS7vQC7VZs2bx3//+l4iICNq3b8/TTz8dsM/YsWPp3r3oJsFrr73GrFmzePDBB5k6dWrxPjfccANms5levXrRokULCgsLWbduHZs3byY6OrrcgLsQQgghhBBCCCGEEEIIIYQQQgghhBCi8oYOHQpAWlpaQJvX62XXrl2Eh4cTFxdX7rEOHToEELJq6FCPguiVrQAqhBBCiNr3yiuvMHfuXMaPH8+sWbMCPqt9Ph8ATqeTyZMnoygK3377bXF1bsMweOCBB3j99dd56aWXuO+++8p9zt69e/P1118HVLdatWoVl156KZMnT2bs2LFBQ+3XXXdd8cVdfbBv3z4A8vPzeeaZZ4Lu06pVq+IgemnGjRvH4sWLWbVqFceOHUNVVZKTk5k4cSJ33nknLVu2rPa+CyGEEEIIIYQQQgghhBBCCCGEEEII0dilpKQwcuRIlixZwrx587jxxhuL22bPnk1OTg5XX301mqaRl5fHoUOHiquon+qdd97h559/pl27drRt27Y2f4QSFIfDYYTs2Sth5syZzJo1i4iICG6//fagIfRTK4AKUZe4XC4yMjJITk7GZrOFujuikZHzT9QWp9NJ586diYmJYf369Wha6fPdli9fzqWXXspll10WsNSxw+GgTZs2JCcns3nzZhRFqXKfrrjiCpYsWcLSpUvp1euPNYpOXld89dVX9SqILoSQzzURenIOCiGEaCjkM02EmpyDQgghGhL5XBOhJOefEEKIhkQ+10QoyfknatPu3bsZPXo0R44c4fzzzyc1NZXNmzezYsUKkpOT+f7770lISGDv3r307NmTXr16kZqaSosWLXA4HGzYsIFNmzYRFRXFJ598Qv/+/UP2s9SbiujVVQFUCCGEEDVjyZIlOBwOrr/+evx+P9988w3p6elER0czYsSIEjPvsrKyAGjdunXAcWJiYoiJiSEjI4M9e/aQkpJS5T6dXHamtFVUVq1axc8//4yqqrRt25YRI0YQERFR5ecTQgghhBBCCCGEEEIIIYQQQgghhBBCiLKkpKSwdOlSnnzySRYvXsySJUtISEhgwoQJPPDAA8THxwMQFxfH/fffzw8//MCyZcs4duwYFouFVq1acccddzBp0iRatmwZ0p+l3gTRX375ZV5++eVQd0OIKjsZhhQiFOT8E7Vh48aNQFHoe/DgwezcubO4TVVV7rjjDmbMmAFAbGwsAHv37g04Tk5ODg6HA4CdO3dWOYiekZHBsmXLSExMpGvXrkH3mTlzZon/jo6O5qmnnuLaa6+t0nMKIWqHfK6JUJNzUAghREMhn2ki1OQcFEII0ZDI55oIJTn/hBBCNCTyuSZCSc4/UZuSkpJ46aWXytwnPDycadOm1VKPqkYNdQeEaAxsNhtt2rSRJTtESMj5J2pLdnY2AC+++CJRUVEsWbKE/fv3880339C+fXvmzJnDm2++CcCAAQOIiopi/vz5bNq0qcRxnnzyyeL/n5OTU6W+eL1ebrvtNtxuN9OnTw+oiH7WWWcxZ84cNm7cyKFDh9i0aRP//Oc/URSFO+64g2+++aZKzyuEqHnyuSZCTc5BIYQQDYV8polQk3NQCCFEQyKfayKU5PwTQgjRkMjnmgglOf+EqBrF4XAYoe6EEEIIIeq/e+65h7fffhu73c6GDRto3rx5cduWLVsYMmQIrVu35pdffgFg3rx53H333VitVi699FKaNWvG2rVr2bhxI23atCEtLY3//Oc/XHHFFZXqh67r3HbbbXz88cfcdNNNPP/88xV+7PLly7nsssvo3Lkzq1atqtTzCiGEEEIIIYQQQgghhBBCCCGEEEIIIURjIhXRhRBCCFEtoqKiAOjZs2eJEDpAly5daNOmDbt378bhcABw44038vHHH9OvXz+++eYb3nzzTTRN44svviAlJQWAuLi4SvVB13UmTZrExx9/zNVXX83s2bMr9fjhw4eTkpLCli1byM3NrdRjhRBCCCGEEEIIIYQQQgghhBBCCCGEEKIx0ULdASGEEEI0DKmpqQBER0cHbT+53eVyFW8bNWoUo0aNCtj3tttuQ1VVevToUeHn13WdO+64gw8++ICrrrqKl19+GVWt/Jy72NhYdu3ahdPpLA7XCyGEEEIIIYQQQgghhBBCCCGEEEIIIYQoSSqiCyGEEKJaDB06FIC0tLSANq/Xy65duwgPDy+3yvnq1avZt28f5513Xqmh9tOdGkK/4oorePXVVzGZTJX+GQoKCti2bRvh4eHExsZW+vFCCCGEEEIIIYQQQgghhBBCCCGEEEII0VhIEF0IIYQQ1SIlJYWRI0eya9cu5s2bV6Jt9uzZ5OTkMHbsWDStaEGW3NzcgGNkZmZy9913o2ka06ZNK9Hm9XpJS0tj9+7dJbbrus6kSZP44IMPuOyyy3jttdfKDKHn5eWxc+fOgO1Op5N77rmHvLw8LrvssuJ+CiGEEEIIIYQQQgghhBBCCCGEEEIIIYQIpDgcDiPUnRBCCCFEw7B7925Gjx7NkSNHOP/880lNTWXz5s2sWLGC5ORkvv/+exISEgB4+umn+eijjzj77LOJj49n//79LFiwgMLCQl544QWuu+66Esfeu3cvPXr0IDk5mV9//bV4+8yZM5k1axYRERHcfvvtQUPoY8eOpXv37sXH6dmzJ71796ZDhw4kJCRw+PBhli9fzoEDB+jSpQtff/01TZs2rcHflBBCCCGEEEIIIYQQQgghhBBCCCGEEELUb1LqUwghhBDVJiUlhaVLl/Lkk0+yePFilixZQkJCAhMmTOCBBx4gPj6+eN/+/fvz448/snDhQhwOB02bNmXUqFHcc8899OjRo8LPuW/fPgDy8/N55plngu7TqlWr4iB6kyZNGD9+PD///DOLFi3C4XBgt9vp0KEDt912GxMmTMBut5/Bb0EIIYQQQgghhBBCCCGEEEIIIYQQQgghGj6piC6EEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBCiUtRQd0AIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCFE/SJBdCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBCVIkF0IYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEJUiQXQhhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQlSJBdCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBCVIkF0IYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEJUiQXQhhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQlSJBdCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBCVIkF0IYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEJUiQXQhhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQlSJBdCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBCVIkF0IYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEJUiQXQhhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQlSJBdCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBCVIkF0IYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEJUiQXQhhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQlSJBdCGEEEIIIf6fvfuOjqp4+wD+3ZqEtIUEQkkgBVBBIPQWOgLSuxRBEFABQUEB66v8QJoUpUuNIFKV3iV0QicJ0kMoocW0Tc/294+YNcveTXaTTQLh+znHY5iZO3cuu8eMM899hoiIiIiIiIiIiIiIiIiIiIiIbMJAdCIiIiIiIiIiIiIiIiIiIiIiIiIiIiKyCQPRiYiIiIiIiIiIiIiIiIiIiIiIiIiIiMgmDEQnIiIiIiIiIiIiIiIiIiIiIiIiIiIiIpswEJ2IiIiIiIiIiIiIiIiIiIiIiIiIiIiIbMJAdCIiIiIiIiIiIiIiIiIiIiIiIiIiIiKyCQPRiYiIiIiIiIiIiIiIiIiIiIiIiIiIiMgmDEQnIiIiIiIiIiIiIiIiIiIiIiIiIiIiIpswEJ2IiIiIiIiIiIiIiIiIiIiIiIiIiIiIbMJAdCIqkAcPHkChUEChUGDDhg2Fco/Ro0dDoVCgVq1ahdI/ERERUVHr0qULFAoFunTpUtxDISIiInqpFMVa1Msg++9g5syZxT0UIiIiIiIiIqJC9TKuB508edI45pMnTxb3cApFSdvvfBU+M6LCwkB0oldYzl+g3LQiIiKikijnfCfnP2XKlEGVKlVQq1YtdOzYEZMnT8a2bduQkZFR3EMmIiIislp6ejrWrVuHd955BzVr1kT58uVRtmxZ+Pv7o2XLlvjggw+wYsUKREZGFvdQX0qcSxIREVFRmDBhgnGecejQIZuuvXfvnvHaHj16FNIIiYiIiGxnaV1FoVCgfPnyqFGjBvr27YtVq1YhNTW1uIdbYs2cOZPB1URU6BiITkRERERErxy9Xo+kpCRER0fj3LlzWLFiBUaOHInXX38d33//PYOIiIiI6IV38eJFNGnSBOPHj8fBgwfx+PFjZGZmQqPRICEhAREREdiyZQsmT56MBg0aIDMzs7iHnKtatWpBoVBg9OjRxT2UPHEuWfIyXhERERWngQMHGn/etGmTTddu3LhRsB8qPBs2bDAGcz148KC4h0NERPRSyszMxJMnT/DXX3/h888/R9OmTXH16tXiHhYREeWTtLgHQEREREREVBRGjBiBESNGGP+cnp6OpKQkXL9+HadPn8bhw4eRlJSEn376CQcOHMCmTZvg6+tbfAMmIiIisuDu3bvo3bs3kpOTAQAdO3ZEjx49UK1aNTg4OCAxMRHXrl3DyZMncezYsVciMLqwcS5JREREhaVRo0aoWrUqIiMjsX//fiQnJ8PNzc2qa7ds2QIAcHFxQbdu3QpzmERERET59vy6Snx8PCIjI7FkyRJERkYiOjoa/fr1w4ULF+Dq6lqMIyUiovxgIDoREREREb0SPD09UaNGDbPydu3aYdy4cbh//z7GjRuHkydP4ubNmxgwYAAOHTpk9cYfERERUVGZNm2aMQh94cKFGDp0qFmbVq1aYcyYMUhOTsbvv/8OiURS1MMsUTiXJCIiosI0YMAATJ8+HRkZGdixY4fg/O55oaGhuH//PgCge/fucHZ2LuRREhEREeWP0LpKixYtMHjwYPTt2xcnTpzAs2fPEBwcjHHjxhXTKImIKL/ExT0AIiIiIiKiF4Gvry927NiB9u3bAwBu3ryJ2bNnF/OoiIiIiEzpdDocPHgQAFC3bt08g5Tc3Nzw0UcfQSaTFcXwXlmcSxIREVFBvPPOOxCJRACATZs2WXVNznYDBw4slHERERERFSa5XI4vvvjC+Odjx44V32CIiCjfGIhORLnS6XRYtWoV2rVrBx8fH1SuXBktW7bEokWLoFKprOrjwoULmD59Orp06YLq1aujbNmy8PHxQePGjTFx4kTcvHnTpjElJSVh1qxZaNq0KSpVqoTKlSvjrbfeQnBwMHQ6XZ7XP3r0CN988w2aNWuGypUro3z58qhduzY++ugjnDt3zqaxEBERUckikUiwbNkylCpVCgAQHByMhIQEwbYpKSlYuHAh3n77bVStWhVly5ZFtWrV0KdPH/z+++9WzUssUSqV+O233/DBBx+gcePGqFSpEsqWLYvq1aujd+/eCA4OhlqtFrx2586dUCgUUCgUiIiIEGzTvn17Y5ulS5cKtvnmm2+gUCjg7e0NrVZrUvfs2TOsWrUKQ4cORb169VCxYkWUK1cOb7zxBgYOHIg///wTer3e4vOdPHnSeP+TJ0/CYDBgw4YN6N69O6pXr44yZcpg0KBBZtddu3YNn3/+ORo3bgwfHx9UqFABdevWxccff2zxWYmIiEqauLg4ZGRkAAD8/Pzs0mdiYiJmzpyJ1q1bo0qVKvDy8kLNmjXx3nvv4dChQ7leW6tWLSgUCowePTrXdjNnzjT+/s+pS5cuUCgUiI6OBgBs3LjR2C77ny5duuTa9/HjxzFo0CC8/vrrKFeuHGrWrIkxY8YgKioq74e3I2vnkmlpafjzzz8xbtw4BAUFoXLlyvD09ERAQAA6d+6MRYsWITU1tcDj+b//+z/j3+GIESOg0WhM6vOzRjZ69GgoFAqcPn0aAHD69Gmzz6tWrVrF8rxEREQvMx8fH7Ro0QJAVqbzhw8f5tpepVJhx44dxmuDgoJM6kNDQzF27FjUrVsXFStWRKVKldCoUSNMmjQJ9+7ds9jvhg0bjL/THzx4ALVajeXLl6NDhw4ICAhA6dKljcFiQm0XL16M1q1bo3LlyvD19UWXLl2ML1FmS0lJwc8//4wWLVoY9x579uyJ48ePW/V39ddff2H48OGoWbMmvLy8UKVKFbRq1Qo//PAD4uPjLV73/HoUkLWO1rNnT1StWhVeXl4IDAzE5MmTERMTY/H6sWPHGsvq1KljNhfK7puIiIisU6dOHePPjx8/tvq6gqwHGQwG/PnnnxgwYABef/11lC1bFn5+fujQoQN+/vlnpKWl5dlHRkYG5s2bh+bNm6NixYrw8/NDx44d8euvv+a6R/Y8vV6PrVu3YtCgQahRowbKlSuHKlWqoF27dpg7dy6SkpKs7iu/YmJiMG3aNOM8ztPTE1WrVkWTJk3w7rvvYu3atYiLi7O534LsdwLAgwcPjHOsDRs2ACjY526vz4yIzEmLewBE9OJKTU1Fv379EBoaalIeERGBiIgIbNu2DQsXLsy1jw0bNpgsyGTTaDS4desWbt26hV9//RWzZ8/GyJEj8xzTnTt30LdvXzx48MCk/MKFC7hw4QKOHTuGtWvXGrNGPG/r1q0YN24cMjMzTcofPnyIhw8fYtOmTfjggw8wa9YsiMV8V4eIiOhVVLZsWfTt2xfr1q1DWloaQkJC0LdvX5M2p0+fxrBhwxAbG2tSHhsbiyNHjuDIkSMIDg7G77//Dk9PT5vH0KJFC2MwVk7//PMPQkJCEBISgjVr1mDr1q3w8vIyadO8eXOIRCIYDAacOnUKtWvXNqlPSUlBWFiY8c+nTp3CmDFjzO6VvWnWuHFjSKX//a+jTqdDjRo1BBdknj59iqdPn2L//v1Yv3491q9fDxcXl1yfVaVSoU+fPggJCbHYxmAwYOrUqVi4cKHZfe/du4d79+5hw4YN+PLLLzF58uRc70dERPSyc3BwMP5869atAvd34sQJDB06FEql0qT88ePHePz4MXbu3Inu3btjxYoVcHR0LPD97O1///sf5s+fb1L2+PFj/P7779i9ezf++OMPNGrUqMjGY81csn///sZA7pzi4+Nx5swZnDlzBqtWrcLWrVtRvXp1m8eg0+kwfvx44wbdyJEjMWfOHJO1rqJcIyvs5yUiIiopBg4ciBMnTsBgMGDz5s2YNGmSxbb79+83BiXlzKauUqnwySefCGZVv337Nm7fvo3g4GDMnz8fQ4YMyXU8iYmJGDp0KMLDw/Mce0pKCkaMGIGLFy+alJ8+fRqnT5/GDz/8gLFjxyI6Ohr9+/fHjRs3TNodO3YMx48fxy+//IL+/fsL3kOlUuGjjz7C9u3bzcrDw8MRHh6OX375BevWrUPr1q1zHa9er8eHH36IzZs3m5Tfv38fK1aswK5du7B3714EBATk+exERERUMBKJxPhzzv2o3BRkPUipVGLw4MFmaxWJiYk4f/48zp8/j19++QWbNm0y22PLFhMTg+7du5uszaWnp+PcuXM4d+4cdu3aJRgr9bzHjx9j8ODBJvt2AKBWq3Hp0iVcunQJK1euxMaNG1GvXr08+8uPs2fP4p133jELeI+Li0NcXBxu3ryJPXv2wGAw4P3337ep74LsdwopyOdur8+MiIQxEJ2ILPrggw+MQeiBgYEYO3YsqlWrhtjYWGzcuBF//vknJkyYkGsfOp0OCoUCnTt3RrNmzRAQEIBSpUrh2bNnxgWh+Ph4TJo0CdWqVUOrVq0s9pWRkYEBAwYgLi4OEyZMQJs2beDm5oZbt27hxx9/RGRkJHbs2IG2bdsKHkv9119/4YMPPoDBYICTkxNGjx6N9u3bw8HBAVeuXMFPP/2ER48eGTdW//e//xXsL5CIiIheWm3btsW6desAZGWQyhk8dOHCBfTq1QtqtRplypTBqFGjUKdOHVSsWBHx8fHYu3cvfv31V5w/fx6DBw/Gnj17IJPJbLq/Xq9HgwYN0LFjR9SuXRvlypWDWq3GgwcPsGXLFvz111+IiIjA+++/j71795pc6+npiddffx03btzAyZMnzYLMz549a5Lh/MyZM9Dr9SYBRklJSbh69SoAmGXUMhgMAICWLVvirbfeQo0aNeDh4YHU1FTcv38f69atw/nz53H06FF8/vnnWL58ea7P+t133+HatWvo2LEjBg0ahCpVqiAhIQH//POPsc2UKVOwYsUKAECDBg0wZMgQ+Pn5wc3NDTdv3sSqVatw8eJFzJgxA6VLl8aoUaOs/asmIiJ66SgUClSuXBkPHz7EtWvXMG/ePEyYMCFfwcJ///03+vXrB5VKBYlEguHDh6Nbt25wc3PD9evXsWTJEly/fh27du2CWCxGcHCw3Z9nyZIlSE9PR58+ffD06VN07twZ33zzjUmb7Azjz1u3bh3OnTuHJk2a4P3330e1atWQlpaGnTt3YtWqVUhJScEHH3yACxcu2DwfK4jc5pLAfy/2de7cGYGBgahQoQIMBgOio6OxZ88ebN++HQ8ePMDgwYNx8uRJm14AUKlUJnPEyZMn46uvvjJpU5A1sm+//Rbjxo3D2LFjceXKFdStWxdLliwx6V8ulxfZ8xIREZUk3bt3x6RJk5CamppnIPrGjRuNPw8cOND487Bhw7B//34AWXOSvn37wtfXF46OjggPD8eyZctw+/ZtjB8/HmXLlkWnTp0s3mPs2LG4fv06+vfvj969e6N8+fJ4+vSp4CmAn376KcLCwjBy5Eh07drVeFLfzJkz8fTpU3z77bdo06YNxowZg/v372PChAlo164dnJ2dcfbsWcycORPJycn47LPP0KZNG5QtW1ZwPNlB6K+//jo+/vhj1KxZE8nJydi7dy/WrFmD5ORk9O/fH4cPHzbJrvq8GTNm4Ny5cybrUYmJifj999+xdetWPHv2DB9//LHx7xIA6tWrhzNnzmDfvn2YPn06AODPP/9E+fLlTfquUqWKxfsSERGRuZs3bxp/rly5cp7tC7IepNPpMHDgQGMsVKNGjfDhhx8iICAAcXFx2Lp1KzZv3ownT56ge/fuOH36NCpVqmTSh1arxTvvvGMMaG7VqhVGjhwJHx8fPHr0CKtXr8aRI0eQmJiY63MkJibi7bffxsOHDyGTyTBo0CBjRnKVSoVTp05h2bJliImJQd++fXH8+HH4+PhY9XdqLbVajffffx9JSUlwcXHBsGHD0KpVK5QtWxZarRbR0dG4ePGi2V6ktQqy3/m8gnzu9vrMiMgyBqITkaCDBw9i3759AIDWrVtj69atJr+o33rrLbz++uuYMWNGrv20b98effv2NdswrFOnDjp27IgPP/wQnTt3xrVr1zBr1qxcA9Hj4uKgVqtx8OBBvPnmm8bywMBAtG/fHo0bN0ZcXBxWrlxpFoiu0WjwySefGDfYdu3ahYYNGxrr69evj969e6NTp064ffs2Fi9ejL59+1p8u5GIiIhKtpwbVZGRkcafNRoNRo4cCbVajaCgIGzcuBGurq4m17Zr1w4dO3bEwIEDce7cOWzcuFHwJbnc7Nq1SzDjUuPGjdG/f3/89ttv+Pjjj3H69GkcP37cbA4VFBSEGzduCAaZnzp1CkDWfO7YsWNQKpW4evWqyTNnX5fdV04SiQQXL16Ev7+/2fiCgoLw7rvvYsaMGZgzZ45x0zS37FHXrl3DhAkT8N133wnWHzt2zBiEPnv2bHz44Ycm9YGBgejXrx8+/PBDbNu2Df/73//Qr18/KBQKi/ckIiJ62X300UfG4OJp06Zh7dq1ePvtt9G4cWPUq1cPfn5+Fk+Ly+nTTz+FSqWCSCTCr7/+iq5duxrr6tatiz59+qBXr14IDQ3Fjh07sG/fPnTu3Nmuz+Lr6wvgv4xX7u7uqFGjhlXXnjt3DoMHD8aiRYtM5jtBQUHw9PTEzJkzcf/+fRw6dAhdunSx67hzY2kumW3JkiWC86MGDRqgV69eGDJkCHr37o07d+5gy5YtVs8lk5OTMWjQIJw6dQoikQizZs0ymzsVdI2sYsWKqFixonGtr1SpUnl+XoX1vERERCWNs7MzunXrho0bNyIyMhIXL15EgwYNzNrFxcXhyJEjALLWirJ/z65btw779++HRCIxm9sBWYHUAwYMQN++fXH69GlMnjwZ7du3t5h59Nq1a1iwYAGGDx9uLAsMDBRse+nSJaxfv97knoGBgahXrx5atmwJvV6P7t27IyUlBXv37jV5rrp16yIgIAD9+/dHSkoKtmzZYpaN8vDhw9i2bZvxmXfs2AEnJydjfatWrdC2bVsMGjQIarUa48ePx/HjxwXHCmTNI6dMmYIvv/zSpLxNmzaQy+XYsGEDQkNDcfXqVdSqVQtA1udTo0YNXLlyxdg+ICCAgedEREQFtHjxYuPPvXr1yrN9QdaDgoODjUHo3bt3R3BwsEkf7du3R8OGDfH5559DqVRiypQp+O2330z6WLt2rTGD+cCBA7Fs2TJjXWBgILp27Ypx48Zh/fr1uT7HlClT8PDhQ1SoUAG7du1CtWrVTOqbNWuG/v37o0OHDvjnn38wbdo0436ZvYSGhuLJkycAgJUrV+Ltt982qc9eu5k+fbpZxnRrFHS/M6eCfO72+syIyLKCnalJRCXW6tWrAWRtAi5cuFAwa9Tnn3+e50ZTzo0pIe7u7saN09DQUCQkJOTa35dffmkShJ7Nw8MD7777LoCsbF7PT4D27t2Lx48fAwDGjRtnssGWrUyZMvjpp58AZL2Vt2rVqlzHQkRERCVX6dKljT/nfPv9zz//xIMHDyCTybBixQqzIPRsHTt2RPfu3QEAGzZssPn+eR37++677xo3wfbs2WNWnx08npSUhIiICJO6nIHo2cf4ZZc938bFxQV169Y1qROJRIJB6DlNmTIFHh4eMBgMxpcbLfH398fXX39tsX7BggUAgA4dOpgFUmWTSCSYO3cuHBwckJKSgp07d+Z6TyIiopfd6NGjMWzYMOOfHz16hJUrV2LkyJGoV68eAgICMGTIEGzfvt3kJJScLl++jIsXLwIA3nnnHbNAJQBwdHTEsmXLjMFJ9t7sKigvLy/MmzdPMBv86NGjjetZzx+1XNgszSWz5TXXa926tXHjz9qMU7GxsejWrRtOnTplnKsKzZ2KY42sMJ6XiIiopMqZ3XzTpk2CbbZt22ac42W3NxgMxt/fw4cPF5zbAYCTkxPmzZsHAHj48CFOnjxpcSxBQUEmQei56dWrl+A933zzTTRp0gRAVgD96NGjBYPrO3ToYMzwmR0cltPKlSsBAGKxGMuWLTMJQs/WqVMnDBo0CAAQHh6Os2fPWhxv7dq18cUXXwjWffLJJ8afi3oeSURE9KpISEhAaGgo+vXrZ3zZrGnTplYFohdkPSh7TuHm5oaFCxcK9jFy5Ei0bNkSALBv3z5ER0eb1GfHU5UuXRpz5swRHOPMmTPh6elp8RkePnyIP/74w9j2+SD0bL6+vpg8eTIAYPv27UhPT7fYZ37kPJ24efPmFtuJRKJ8JYAq6H5nTgX53O3xmRFR7hiITkRmdDqdMfioRYsWFo++EYvFJgti1khLS8ODBw9w48YNXL9+HdevXzcJcr969arFa0UiEfr372+xPjtIymAw4MGDByZ1R48eNf6cW1alZs2aoXr16mbXEBER0avFxcXF+HNqaqrx5+yg6kaNGqFixYq59tGsWTMAWUFelgLArGEwGBATE4PIyEjj/On69evG+//9999m1wQFBRmzoObcUExJSUF4eDiArHleixYtzNoA/wWiN27c2GJWrGx6vR5Pnz7FnTt3jGO7detWruPLqXfv3hbvkZycbBxLjx49cu1HoVDgjTfeAACcP38+17ZEREQvO5FIhJ9++gk7d+5Ex44dzRIIJCQkYPfu3Rg+fDiaNWtm/P2fk7VrJb6+vmjdujWArKAglUpln4ewg+7du8PR0VGwzs3NDVWrVgUA3L9/vwhHZXkuaUlcXBzu3r1rMtfL3vi6du1antc/fPgQnTp1Qnh4OEqVKoXff/8d/fr1E2z7IqyRFfR5iYiISrIWLVoYA7L//PNPaDQaszabN28GkPXSYM+ePQEAN2/eRFRUFIC811Bef/11lClTBkDuayi57ck9r3fv3hbrciaYyq1dzZo1AZjP3bRarXF9KCgoKNcECTlf1sxtDtOvXz+LJwhVr17dOJ8r6nkkERFRSTV79mwoFArjP/7+/nj77bdx+PBhyOVyDBkyBFu3bs1zTwrI/3rQs2fPcPPmTWMfuQVWZ88p9Ho9Tpw4YbEPSwmrXFxccg2qP3jwIHQ6HWQyWZ6nD2bvN2o0GpOTWeyhfPnyxp/zk1jLFvnZ78zJXp97fj8zIspd3v/1JqJXzr1794xv0WVnybQkr3oAiI+Px5IlS7Br1y7cvXsXBoPBYtvcMqJ7eHjAw8PDYn3OSeLzm3w3btwAAFSoUAHe3t65jrdBgwa4ffs2oqOjkZKSYnESQkRERCVXzrlEzrlA9gLP6dOnrX7zX6PRIDExEWXLlrVpDAcPHsSaNWtw5swZpKSkWGwnNH/y8PDAG2+8gevXr+PUqVMYN24cAODs2bPQarXw9PTEG2+8gaCgIMydOxehoaHQ6/UQi8VISkoyvhyYnVn9eQaDAVu2bMH69etx6dIlZGRk2DS+nLIzHQiJiIiATqcDAIwdO9bsWGZLcmZwICIiKslatWqFVq1aITU1FRcuXMDly5cRFhaG06dPG38H3759G127dsWhQ4eML20B/62ViMXiPNd3GjRogL/++gsqlQqRkZHGIKHi9tprr+Vanz1fsyYY3J4szSVzOnv2LH755RccO3ZMMGt6tvj4+Fzvdfv2bXTq1AlPnjyBQqHA5s2b0bhxY4vti2uNzF7PS0REVNKJRCK88847mDt3LhISEnDw4EGTTOO3bt0yrk917tzZON/JGZTUrVs3q++X2xpKbms2z8sO/BHi7u5uU7vn527379837lsKneaSU506dSCTyaDRaHD9+nWL7ayZR6amphb5PJKIiOhVVLVqVYwePdrkxf7c5Hc9KOfcIK85Rc4TXHJel/PngsRTZc/dNBoNypUrl2s/Odl7/6tJkybw9/dHVFQUvvzyS2zZsgVdunRBs2bNUK9ePYuB37YoyH5nTvb43O0RA0dEwhiITkRmcm4G5XXsSF4TorCwMPTu3TvPCUO23IKYhI7Zyynn8SvZAUvZsp/JmmNUvLy8TK5jIDoREdGrJ2cATOnSpY0/x8XF5as/W47KMxgMGD9+PNavX29Ve0vzp6CgIFy/fh2hoaHQ6XSQSCTG7FHZx+s1atQIcrkcSUlJiIiIQGBgIM6cOQO9Xm/s43mZmZkYMmQIDh8+XKDxZcstoL8o/r6JiIhKAhcXF7Rp0wZt2rQBkJU1ct++ffjyyy/x+PFjpKSk4Msvv8SOHTuM12Svlbi6uua5qfT8WsmLwtq1oufXiQqbpblktpkzZ2L27NlW9ZXXXGr79u3Gn3/88cdcg9CB4lkjs+fzEhERvQoGDhyIuXPnAgA2bdpkEoi+adMmk3bZCmMNxdokDEDu87Kc+3elSpXKs52lPT4g7zmMTCZDmTJlEBMTk+u8Na95ZHa29KKeRxIREZVUI0aMwIgRIwBkrVs9e/YM+/fvx2+//Ybr16+jS5cuOHToEKpVq5ZnX/ldD7JlTmFpLcxe8VQvyv6XTCbDpk2bMGzYMFy/fh1XrlwxBsk7ODigUaNG6NevHwYMGAC5XG5T3/ba78xWFJ+7LS8FEJEpBqITUa4sHUtnDbVajWHDhiEhIQEymQwffPABOnfujKpVq0KhUMDBwQFAViaDwMBAAMg1W7o9FOR5iIiI6NURHh5u/Dnnolf24kWrVq0wc+ZMq/vLPlbOGuvXrzcuytSqVQujR49GgwYNUKFCBZQqVQoSiQQA8OGHH2Lz5s0W509BQUFYsWIFkpOTER4ejnr16hkD0Vu0aAEga/Ovfv36CA0NxcmTJxEYGGhs4+Ligrp165r1O3fuXGMQevPmzTFq1CjUqVMH5cqVg5OTk3Gh5+2330ZoaGie87ucm5HPy7lYNHv2bOO485LbpiYREdGrQCqVonv37ggICECbNm2gVqtx4sQJJCYmmgVGc63E/izNJQHg+PHjxqBsX19fjBs3Dk2aNIG3tzecnZ2NR1D/8MMP+PHHH/O8V7t27XDu3Dmkpqbiiy++wBtvvIE333wzz+uK6nO39/MSERG9CgICAtC4cWOcO3cOhw4dMs7hDAYDtm7dCiArOKpt27bGa3Kuoaxbty7XzOM55RZsntuaTXHh3JWIiOjl5OnpiRo1ahj/XLt2bXTo0AGdOnXCwIEDkZiYiJEjRyIkJMS4D1aY7DGnKEgf2XM3Nzc3HDhwwOrrbNlvtFb16tVx6tQpHD58GPv27cOZM2dw584dqFQqnDx5EidPnsTChQuxZcsW+Pv7W92vvfY77YlzSaLCw0B0IjKTc9EpNjY217a5Hfty4sQJ3L9/HwAwb948DB06VLBdUWTSyt5kzet5ACAmJsbsOiIiInq1hISEGH9u2rSp8WcPDw88efIEKpXKZMHMntatWwcA8Pf3x6FDhyy+4a9UKnPtJygoCCKRCAaDASdPnkS1atWMQVE5M503b94coaGhOHXqFMaNG2cMRG/cuLExMCibwWAwLho1bdoUu3fvtrgpmdf4rOHh4WH82cnJqdD+zomIiEqqmjVrGl860+v1uHfvnnGtI/vfycnJyMzMzDUrem5rJdlzgewTVSx5lU4ssTSXBIBff/0VQNb6219//WUxE5O1c6kGDRrgs88+Q79+/RAfH48ePXpg165dqFmzpmD7ol4js/fzEhERvSoGDhyIc+fOQa1W488//8SIESNw4sQJPHr0CADQr18/kyCtnGsobm5uJWoNJec8JK85jEajMZ7SzD0+IiKiF1/Hjh3x/vvvY9WqVQgPD8eGDRssxhYVlC1zCktrIvaKp8qeu6WmpiIgIMCYyLO4iMVidOzYER07dgSQ9WxHjx7F2rVrERoaisjISAwfPhzHjx+3uk977XcWlL0+MyLK3Yv3GjMRFTs/Pz/jBODy5cu5ts2t/saNG8afe/XqZbFd9rEuhemNN94AADx9+hSPHz/Ote2lS5cAAD4+Pvk+cpiIiIheXrGxsfjjjz8AZGUFb9OmjbGuVq1aALKyXBZWMNXNmzcBZGUUt7QoYzAYTDJtCilTpoxxDnTy5EmcPXsWWq0W5cqVw+uvv25sl51lPDQ0FImJibh69SoA02D1bImJicbFt549e1oMQk9NTcWdO3dyHZ813nzzTWN2gtDQ0AL3R0RE9CqqUKGC8eecWX+y5wl6vT7PtZnstRIHBwez7JouLi4A8t40un37dq71JSUjUW5zSeC/uV6LFi1yPQ7YlvWyZs2aYcuWLXB2djYGo1+/fl2wrb3WyKz9vArjeYmIiF4FPXv2NL4ouGnTJpN/A1mB6jnVrl3b+HNJW0Px9fU1nn538eLFXNtGRERAo9EAQKEF45eUeSsREdGLYsqUKXB2dgYAzJkzB2q1ulDuk70mAuQ9p8heEwFM5xQ5fy5IPFX2fqNer8f58+dz7ac4lC1bFv3798e+ffvQrl07AFl7o1FRUVb3Ya/9zoKy12dGRLljIDoRmZFKpcbAo5MnTyI6OlqwnV6vx8aNGy32k/MYQEuBWnq93pgZqTDl3PT77bffLLY7e/Ysbt26ZXYNERERvRp0Oh1Gjx6NjIwMAMCwYcNMMh106dIFAJCRkYG1a9cWyhi0Wi2A3LOG7t27F8+ePcuzr+wg87Nnz+LYsWMAsjKg59SoUSM4ODggOTkZy5YtM2YzFQpEzx5bXuNbt26dSdv88vT0ROPGjQEAO3fuxJMnTwrcJxER0avEYDAgLCwMQFbATOXKlY111q6VPHjwAEePHgWQld37+QxNvr6+ALI2oywdoRsbG5tnxqTsQKvC2mwsCnnNJQHr5nrh4eF5bog+r3nz5sZg9Li4OHTv3t0kSUQ2e62RWft5FdbzEhERlXQKhQKdO3cGAFy4cAFXr17F7t27AWQFnT9/+knt2rXh7e0NAFi/fj1SU1OLdsCFKOe+5alTp4ynMQvJuedYWPt8OU8SepnnrkRERC+KsmXLYtiwYQCAR48e5RqHVBAVKlQwJmravXs3kpKSLLbNnlOIxWK0bNnSpI/XXnvN2IelOVdaWhp27Nhhsf+3337b+HLb0qVLbXqOoiQSiUyePz4+3upr7bnfWRD2+syIKHcMRCciQe+//z6ArInBJ598IhhItGDBAovZlYCs41Wy/f7774Jtpk6dWuhvtwFZQWOVKlUCACxcuNC4CZuTUqnEp59+CiBrMjVy5MhCHxcRERG9OO7fv4+ePXvir7/+AgC8/vrrmDx5skmbAQMGwMfHBwAwbdo0HDlyJNc+r169iv3799s0juw51IEDB5CYmGhWf+/ePUyaNMmqvrI36VJTU7F+/XqTsmxOTk6oV68eAGD58uUAsrJ31q1b16w/T09PuLu7AwC2bdsGlUpl1uby5cuYMWOGVeOzRvazpqenY8iQIbkucul0OmzevDnP7J5EREQvs9TUVLRt2xb79u0zSQIgZMaMGcZMRU2bNjUe+wsA9erVQ/369QEAGzduxKFDh8yuV6lUGDt2rHFd6IMPPjBrk/2S27Nnz0yydObsY8yYMcjMzMx1rF5eXgCy5jovI2vmksB/c72zZ88KZpGKi4vDRx99lK8xNG/eHJs3b0apUqWMwejZ2aey2WuNLPvzun//vsUXEIDCfV4iIqKSLmfW8w8//NAYNPN8NnQgK0jqs88+AwA8efIEI0aMyDXoJzMzEytWrMhzjvaiGDVqFICstZ+xY8cKrkkdOnTI+KJdnTp10KRJk0IZS/Y8CHh5565EREQvmvHjxxtf9po/f75dkh0JyZ5TKJVKfPbZZ4JrGmvXrjUmd+rcubNxXzBbdjxVQkICvvjiC8H7fP3114iNjbU4jqpVq6J3794AgP3792POnDm5jjsmJgbr1q3LtU1+nDlzBnfv3rVYr9frjcklnk9ykRd77ncWlD0+MyLKnbS4B0BEL6a3334bnTp1woEDBxASEoIOHTpg7NixCAgIQHx8PDZu3Iht27ahbt26Fo/ObdeuHcqWLYvY2FhMnz4dDx8+RNeuXeHh4YGoqCj8+uuvOH78OJo0aYKzZ88W6vPIZDL8/PPP6NevH9LS0tClSxeMHj0a7dq1g4ODA65cuYKffvrJmP193LhxJscYEhER0csvLi7O5CW6jIwMKJVK3LhxA6dOncLhw4eNwVyvv/46Nm3aBDc3N5M+5HI5fv31V3Tu3BmZmZno168funfvju7du8PX1xcikQixsbEIDw/HgQMHcOnSJXz88cd4++23rR7nwIED8e233+Lp06d466238Mknn6BGjRrIzMzEiRMnsGzZMqjVatSpUyfPF/qCgoIgEolgMBiQnJwM4L8s6Tm1aNECoaGhxjaNGzeGVGr+v4tisRj9+/fHypUrce3aNXTq1Mk4R0xOTsahQ4ewevVqODs7o3z58oiMjLT6uS1p164dPv74YyxevBiXLl1Co0aNMHz4cDRv3hweHh7IyMjAgwcPcP78eezevRsxMTE4c+aMMcCKiIioJLp8+TIGDRqE8uXLo3PnzmjYsCGqVKkCV1dXpKam4tq1a9iyZYvxaF8HBwf88MMPZv38/PPPaNeuHVQqFQYNGoQRI0agS5cucHNzw40bN7Bo0SLj/Klnz57GrJw5vfPOO5g9ezaSkpLw6aef4t69e3jrrbcgkUjw999/Y/ny5bh58yYaNmyICxcuWHymxo0b4+TJk7h8+TIWLFiA9u3bG49ldnR0RMWKFe3xV5dv9phLAllzvQMHDhjXpz799FMEBgYCAM6fP48lS5YgJiYGjRo1ytfRzEFBQdi8eTPeeecdxMbGolu3btizZ48x85O91sgaN26MDRs2IDY2Fl999RXeeecd4/NKpVLjxmRhPy8REVFJ1rZtW3h5eSEmJsY4D5HJZOjXr59g+2HDhuHYsWPYuXMnDh48aFxDadiwIRQKBdLS0nD37l2EhoZiz549SEpKwqBBg4rykfLtrbfeQt++fbFt2zacPn0abdq0wccff4waNWogOTkZ+/btw6pVq6DX6yGXy7Fw4cJCG0vt2rXh6OiIzMxM/PDDD5DJZPDx8YFYnJUDsEKFCnByciq0+xMREZVEXl5eGDJkCFauXIkHDx5gy5YthTJPGTZsGLZt24bQ0FBs27YNjx8/xgcffAA/Pz/Ex8dj27ZtxkQLCoUCs2fPNutjxIgR2LBhAyIiIvDbb7/h8ePHGDFiBLy9vfH48WOsWbMGR44cyTWeCgDmzZuHK1euICoqCjNmzMChQ4cwePBg1KhRA46OjsZ1p6NHjyIkJAQ1a9bE0KFD7fr3cfz4cfz4449o0qQJOnTogDfffBOenp5Qq9W4f/8+1q9fj5MnTwIAunbtavJCXl7sud9ZUPb6zIjIMgaiE5FFK1euRL9+/XD27FlcvnwZI0aMMKmvXbs2FixYgNatWwte7+zsjOXLl2Pw4MHIzMzE2rVrsXbtWpM2QUFB+PHHH9G0adPCegyj9u3bY8WKFRg3bhzS0tIwd+5czJ0716zdqFGj8P333xf6eIiIiKhorV69GqtXr861jbu7O4YNG4YvvvjC4oZRvXr1sH//frz33nt4+PAhduzYketRba6urjaN86OPPjIuKkVGRmLcuHEm9U5OTli+fDkOHjyY58JM6dKlUaNGDVy7dg1A1kJe9erVzdoFBQWZZFt4Pmt6Tt988w3Onj2Lq1ev4sqVK2YZMkuXLo1169ZhxowZdglEB4Dp06ejTJkymDVrFuLj4y3O44CslwVyHpFMRERU0kilUmNA0rNnz7BmzRqsWbPGYvtKlSph6dKlgqedvPnmm9iyZQvee+89KJVK/PLLL/jll1/M2nXv3t14csrzPDw8sHjxYgwfPhwqlQpz5swxmVdIpVLMnj0bcXFxuQaiv//++1i9ejUSExMxdepUTJ061VjXvHlz7N271+K1RcFec8kePXpg8ODB2LBhA54+fYopU6aY1EskEsyYMQNKpTLfgdktWrTApk2bMGDAAGMw+u7du43B6PZYI+vduzfmz5+P+/fvY9myZVi2bJmxzsfHB1evXi2y5yUiIiqpJBIJ+vfvj0WLFhnL2rdvD09PT8H2IpEIq1evRvny5bFy5Uo8evQI06ZNs9i/s7MzJBKJ3cddWJYsWQKdToft27fj+vXrGDNmjFkbNzc3rFu3DnXq1Cm0cbi6uuLDDz/Ezz//jPDwcPTq1cukfvfu3YKJIIiIiCh3n3zyCX799Veo1WrMnz8fAwYMML7oZS8SiQQbN27E4MGDcfr0aYSGhiI0NNSsXcWKFbFp0ybBpEdSqRSbN29G9+7dcefOHRw9ehRHjx41adO2bVt8/PHHxqznQhQKBQ4ePIgRI0bgxIkTuHjxIi5evGixva37jdbS6/U4c+YMzpw5Y7FN8+bNTeak1rDnfmdB2eszIyLL7PtfayIqUVxdXbFnzx7MmTMH9erVg4uLC1xdXVGrVi189913OHToEEqXLp1rH+3atcPRo0fRv39/VKhQATKZDJ6enmjevDl+/vln7Nq1C6VKlSqiJwL69euHixcvGrMkuLq6wsHBAT4+PnjnnXdw8OBB/Pjjj3afzBIREdGLRSwWw83NDd7e3mjUqBFGjRqFVatW4ebNm5g6dWqeWYvq1q2LixcvYtGiRXj77bdRqVIlODg4wMHBARUqVECLFi0wadIkHDt2zCzYJi8ymQxbtmzB7NmzUbduXZQqVQpOTk7w9/fH+++/j+PHj6Nnz55W95dz46t58+aCbRo1agQHBwfjn3MLRHd3d8fBgwfx9ddfG7MyuLi44LXXXsO4ceNw6tQpi/cpiIkTJ+LSpUv47LPPUL9+fZQpUwZSqRQuLi6oWrUqevTogQULFuDGjRvG4/6IiIhKIkdHR9y8eROHDh3C119/jY4dO8Lf398YSOTq6oqAgAB0794dS5YswYULF9CqVSuL/bVq1QqXL1/G5MmTERgYCDc3N8jlclSsWBHdu3fHli1bsG7dulxf9OrWrRv++usv9OzZE+XKlYNMJkOFChXQu3dvHDx40HjscW4qVqyIkJAQDBkyBP7+/i/0i2UFnUsuWbIEv/zyC5o2bWq2NnXo0CGMHj26wGNs2bIlNm3ahFKlSuGff/5B9+7dcfv2bWN9QdfIXFxccOjQIXz00Ud47bXXcl3fK4rnJSIiKqkGDhxo8ucBAwbk2j77JcAzZ85g9OjRqFWrFhQKBSQSCdzc3PDGG2+gf//+xlNrXqbM3Q4ODli7di22bduGnj17olKlSpDL5XBzc0Pt2rXx+eef48qVKxYTaNnT999/j4ULF6Jp06YoXbr0SxXQT0RE9KLy9vY2zn0iIyPx559/Fsp9FAoF9uzZg9WrV6Njx47w8vKCTCaDQqFAo0aNMHXqVJw/f17whLhsFSpUwIkTJ/DNN9+gRo0acHJygru7Oxo2bIh58+Zh27ZtkMlkeY6lbNmy2LVrF/744w8MGDAA/v7+cHFxgVQqRZkyZVCvXj2MGjUKW7duzTUpVn6NHz8e69evx8iRI9GoUSP4+PjA0dERDg4O8Pb2RteuXREcHIw9e/ZAoVDY1Le99zsLyl6fGREJEymVSkNxD4KIiIiIiIiIiIiIiIiIiIiIiIiIiIiIXh5M+UtERERERERERERERERERERERERERERENmEgOhERERERERERERERERERERERERERERHZhIHoRERERERERERERERERERERERERERERGQTBqITERERERERERERERERERERERERERERkU0YiE5ERERERERERERERERERERERERERERENmEgOhERERERERERERERERERERERERERERHZhIHoRERERERERERERERERERERERERERERGQTBqITERERERERERERERERERERERERERERkU0YiE5ERERERERERERERERERERERERERERENmEgOhERERERERERERERERERERERERERERHZhIHoREUgMzMT9+/fR2ZmZnEPhV5B/P4REVFJwt9rVNz4HSQiopKCv9OouPE7SEREJQl/r1Fx4vePiIhKEv5eo+LE7x9R/jAQnaiIaDSa4h4CvcL4/SMiopKEv9eouPE7SEREJQV/p1Fx43eQiIhKEv5eo+LE7x8REZUk/L1GxYnfPyLbMRCdiIiIiIiIiOgFtXv3bvTs2RN+fn7w8vJC7dq1MWLECDx69MjYZsuWLRg8eDACAwPh7e2NSpUqoUmTJvjyyy/x5MmTYhw9ERERERERERGVNNasV2W7f/8+xo8fjzfffBPlypVDtWrV0LVrV+zYsaPoB05EREREhUJa3AMgIiIiIiIiIiJTBoMBEyZMQHBwMPz8/NCnTx+4uLjg6dOnOH36NKKjo+Ht7Q0A+OOPPxAVFYWGDRvCy8sLBoMBV69exfLly/H777/jwIEDeOONN4r5iYiIiIiIiIiI6GVmy3oVABw9ehSDBw8GAHTq1Am+vr5QKpW4du0ajh07hp49exbTkxARERGRPTEQnYiIiIiIiIjoBbN8+XIEBwdj5MiRmD17NiQSiUm9Vqs1/vzrr7/C0dHRrI9169Zh/PjxmDVrFn799ddCHzMREREREREREZVctqxXRUdH47333kOFChWwY8cO+Pj4WGxLRERERC83BqIXM7XOgEV/p+KWUoPaHjKMfN0FjlJRcQ+LiIiI6JVxNkaFdbfTodEbMKBqKbSrZB7IZyYtBbKjuyC+fwd6v9eg6dgPkHJqTURE9pGRkYHZs2fD19cXs2bNMtvUAwBpjt87QkHoANCzZ0+MHz8eUVFRhTZWKrlCY1TYGJkOgwH4+E0XvKaQFfeQiIiIiF5K/9y+g+gdf0KkyoBT01Z4o32b4h4SERGRzWxdr5o/fz6Sk5Oxfv16syD059sSWStZrcfCq6m4k6xB6wqOGFStFBwkjLEiIiIqbq/czE6+YRHU73wESF+MzbMBf8Uj5IkKALAlKgOhMWpsaOdRzKMiIiIiKvmUKj3+72IS1t1ON5ZtjcrAlEBXfBHoCpHIwsKVXg/HJd9Deu1S1p8vHIMk6gYyx/2vCEZNRESvgpCQECiVSgwePBg6nQ779u3D3bt34e7ujtatW8Pf39+qfg4dOgQAeOONNwpzuGQvahUgdyjuUQAADj/KxIC/4qEzZP15Y2Q6QnuVQzX3F2M9jYiIiCg38t+XQN1nBOBgRbKBwqTXI33nRvjsXAN/gy6rLPIYTiiTUK9vz2IdGhERka1sWa8yGAzYsWMHypQpg1atWiEsLAynTp2CwWBArVq10LJlS4jF4mJ8GrKW5Pwx6Bq1Lu5hAAB0egPe3heLa4lZ2fR33s/E9UQNfmyqKN6BERER0asXiC4L/QvihFhkjvk/QFK8j39bqTEGoWfb+zATVxM0qFWGG3tEREREhWXn/QxMPqtETIberG52WAoytQZ838BNMBhdEnbmvyD0f0kvnoAo7hkMnuULbcxERPTqCAsLAwBIJBI0b94ckZGRxjqxWIwxY8Zg+vTpZtdt374dN2/eREZGBm7evIkjR46gSpUq+Oqrr4pq6FQA8o3LoH7v0+IeBgBg5Y1UYxA6AGgNwIKIVCxtUbr4BkVERERkJdmZQ5BcvQDV2P+D3tu6lzjtTZSUAIcVM+Hy9wWzuvLH/gAYiE5ERC8ZW9arHjx4gMTERNStWxeffvopgoODTfqqXbs2Nm7ciEqVKhXV8CmfHNctQKZIBF3DVsU9FJx6pjIGoWdbeTMNH9RwZvIEIiKiYvZKvmIovXgCDqvmAHrzwKOidP25CVK2089UguVEREREVDBP03V490g83juaIBiEnu3nv1Mx5VwS9AaDWZ3s5H7Ba8SP7tltnERE9GqLi4sDACxZsgRubm4ICQnBo0ePsG/fPlStWhWLFy/G6tWrza7bvn07Zs+ejYULF+LQoUOoXbs2duzYAV9f3yJ+AsoP6aXjEMU+Le5hABBeswqN4XoVERERvTwkT+7D6fuPID26CxBY3ynUe/99EU7fjoBUIAgdAKqmPIIyTV2kYyIiIiooW9arYmNjAQARERHYtm0blixZgvv37yM8PBzvvfceIiIi8N577xXbs5BtHNfMeSHWrCzFWG2OzCjikRAREdHzXslAdCArG4LDup+KfPEppyS1cPDTpVguPhERERHZk8FgwK+30tB4ewz2PMy06poVN9Iw4YzSJBhdpIyHJCxUsL0oWWmPoRIREUH/74vzcrkcGzZsQL169eDi4oJmzZohODgYYrEYixcvNrtu3bp1UCqVuH//Pnbt2gWZTIZWrVrh+PHjRf0IlA8ivR6y/ZuLexgAgESV+ZrVvRQdlALlRERERC8qkUYNx+D5cFz8HZCWUvg31Goh3/ILnH78HOKkRIvNxDDg/qOYwh8PERGRHdmyXpXdVqfT4auvvsLgwYOhUChQpUoV/Pzzz2jQoAEuXryI0FDh/RZ6sYjS0+C49H+AVlOs41BaiLHadDddMLEUERERFZ1XNhAdAGRHd0G+eXmxBaNbmiRdYCA6ERERkd3cTdKi24E4fHJGiWS1bfO+X2+nY/TJRGj1WddJzxyGyMKpOqLkhAKPlYiICADc3NwAAIGBgahQoYJJXY0aNeDr64t79+5BqVQKXq9QKNCyZUts27YNTk5OGD16NDSa4t0oIuvITuyFSBlfrGNQ6wxI0wrPmcLj+T0iIiKil4/04gmU+nYkxHf+LrR7iGKfwmnGOMj3brSq/TMGohMR0UvGlvWq7LYA0LlzZ7O+OnXqBAC4cuVKIY6Y7EkSdQPybauKdQyWEiQ8StPh1DPGWRERERWnVzoQHQDk+zdDtnNdsdzbUkb0+yk6xGXqing0RERERCWLRm/ATxEpaL4zJs8FqMbl5JCIhOs2383AyOOJ0Oj0kJ48YLEPZkQnIiJ7qVatGgDA3d1dsD67PDMz91M+3Nzc0KBBAzx58gRRUVH2HSQVCpFGA9nBbcU6BkuJEwAgPJ6bekRERPRyEsfHwGnGeMh2/wbo7bsHJz13FKW+HQnJ3RtWX5P0jIHoRET0crFlvcrPzw8SicRie2vXtujFIt+/GZLws8V2/9zWrDZGphfhSIiIiOh5r3wgOgA4bF9bLEcfK1WWM3JeZFZ0IiIionwLi1Oj3e5YfH8pGbm931fGQYwVLUvjQGdPBLcpA5mF2fGO+xmYtuUcJE/uW+xLlGz5yGUiIiJbtGjRAgBw+/ZtszqNRoOoqCg4OzvD09Mzz76ePXsGAJDJZPYdJBUaWcgOIC2l2O5vKbsUAIQxIzoRERG9xER6PRy2rYLjj5PscwqNKhMOa+bCcelUiDLSbLpUHfdPwe9PRERUhGxZr3J0dESjRo0AADdv3jRrf+vWLQBA5cqVC3HEVBgcV8yAKKF45jHKXE493nU/A2kay2taREREVLheuUB0w79vXT7PYdMySEN2FulYcntb72IsN/aIiIiIbJWu1eO7C0lotycWEQm5z6f6+zvhfO9y6B9QCiKRCN2qOGFDWw84CE8X8Vr44Vz7YyA6ERHZi5+fH9q2bYuoqCisW2d6ituCBQuQlJSELl26QCqVIiUlBXfu3BHsZ/369bh06RICAgLg7+9fFEMnOxBlZkD21/Ziu39iboHocUycQERERC++jI++hcFVOFsrAEivX4bTNyMgCT+X73uIH0XB6fuPIDu+x2Ibg1SGr/wHCF+fEJvvexMRERUHW9arAGDEiBEAgFmzZkGlUhnb3r59G7///jtcXV3Rvn37onsAsgtRajIcl/8A6LRFfu+kXNas0rQG7H7ADPtERETFRVrcAyhqqqET4bjo/yAymE9QHNb9BDg4Qdu8Q5GMJSmXQPRLzIhOREREZJPoVC16HYxHZHLui1/ezhLMb6pABx9Hs7oOPo7Y0t4DA48kIF37X2YFJ50KA/4JzbVfURID0YmIyH7mzZuHDh06YPz48di7dy+qVauGiIgInDhxAj4+Ppg2bRoAICEhAY0aNULdunVRrVo1VKxYEUqlEpcvX0Z4eDjc3NywbNmyYn4aspX84DZoOvYFHEsV+b1zyy4VlaJDkloPd/krl9uCiIiIXiL6NxsgfdpqOPzyA6Q3rgi2Eaco4TR/CtSd+kPdbxQgtfIEIYMB0mO74bBhMUQay3t5+vI+iP/gG8w54YLPH+5GGa1pxvTSafFQqvRQOHBeRURELw9r16sAoE+fPti9ezd27tyJoKAgtG3bFsnJydi9ezcyMzOxfPlyKBSK4nsYyjfJrXDId66HuvfwIr1vbsk+AWDT3XQMqFr0a2lERET0Cgai6+oHQTViEhxXzTarExkMcFg5Cwa5A3QNWxX6WHI76vhSrBp6gwFikajQx0FERERUEnx4IjHXIHQRgFFvOOPb+m5wlVne5GtV0RF/dPBA/8PxSNFkBWL1jLsId11GrvcXpTAQnYiI7MfPzw9Hjx7FjBkzcOTIEYSEhMDLywujRo3C5MmTUbZsWQCAp6cnJk2ahFOnTuHYsWNISEiAXC5H5cqVMWbMGIwdOxaVKlUq5qchW4nSkiE7theaTv2K/N65ZUQHgPB4DVpWcCii0RARERHlj6G0JzInz4Vsz++Qb18LkV54jiM/sAWykJ2A2MIReWYd6yFS5Z5tUxPUCaoh4xGnlQOIwSOHMmaB6N6qBNxQatDUi/MqIiJ6eVi7XgUAIpEIq1evRqNGjfDbb78hODgYDg4OaNSoESZOnIigoKBifBKyljawGWQn95uVy3atg+71OtDVqFdkY8ktxgoAjj9R4XGaDpWcrZzXERERkd28coHoAKBt8TZUqkw4rP/ZrE5k0MNx2TRkyh2hq9O4UMeR29t6yRoD7iRp8ZrCygwMRERERK+wZLUeoTGWs1C95i7FoiAFGpWzbnOvqZcDdnT0RO9DcUhSGzD86fE8rxElJwF6nfUbl0RERHnw9vbG0qVLc23j7OyMr776qohGREVJtn8zNO16ADJ5kd43r+xS4XFqBqITEdFLaffu3Vi9ejXCw8ORnp4OLy8vNGzYEFOnToW3t7ex3cWLFzFv3jycO3cOqamp8Pb2Rp8+fTBx4kQ4OTnZdM/Lly9j5syZOHfuHLRaLWrUqIGxY8eiV69e9n48EiKWQNN9CHSvB8Jx+XSI42MEm4nUKrvczuDoBNV7E6Ft9hYAIClBAwB47FAGtdOiTdpWUiVgV6KWgehERPTSsWa9KptUKsXYsWMxduzYQh4VFRbVwLGQ3LgCcdwzk3KRwQCH5dORMW0VDO5limQsea1ZGQBsuZuOCbVdi2Q8RERE9J9X9rw3TfteUPX/ULBOpNPCcdG3kFg4rs9eknI56hgALsRaDqYiIiIiov/EZughNLOSiYEvAl1xokc5q4PQs9UvK8fuTp4I1MejrfJanu1FBj2QmmLTPYiIiIgsESvjID19qMjvm1dG9LB4TRGNhIiIyD4MBgM+/fRTDBkyBA8ePECfPn0wevRoNG3aFOfOnUN09H8Bwrt27UKnTp0QEhKCdu3aYdSoUShTpgx+/PFH9OrVCyqV9QHLJ06cQMeOHXH27Fn06tULw4cPR0xMDIYPH45FixYVxqOSBfrqtZA+bRW0DVoW2j10vtWRPnWlMQgd+C9Y6pGDeXBWRbUSNxNyz6xOREREVOycXZA55jsYJOZJmMRJCXBYMROwcPKMPWVoDcjU5d1uU2Q6DIbcY7FKClFCLOTbVsFh9RxIzh8r7uEQEdEr7pXMiJ5N02UgRKoMyHeuM6sTadRwXPAlMibPg75qTbvf22Aw5HlszKVYNd6t5mz3exMRERGVNPEq4dWneU0VGFo9//Op2h5y7Cp1wer24uQE6N0U+b4fERERUU7yvb9D26ITICm6Jby81qvC4pk4gYiIXi7Lly9HcHAwRo4cidmzZ0PyXBCNVqsFAGRkZGDixIkQiUQ4ePAgAgMDAWTt50yePBkrV67E0qVLMWHChDzvqdVq8cknn0AsFmPv3r2oXbs2AGDy5Mlo164dpk2bhh49eqBy5cr2fViyzNkVmR9PhTRkFxw2LoZIY7+X69Sd+kPdbxQgNT3lOHte9VggEF1m0CEmJgGAh93GQURERFQY9AFvQN3/QzhsNM+EL/37AmT7NkLTdXChjiGvbOjZbiVpcSVOg3pli/aEwSKXlgKnmZ9A/M8TAIDsxD6o4j6CpvOAYh4YERG9ql7ZjOjZ1L2GQ92hr2CdSJUJp3lTIH5wx+73TdcaoM3jJbyLscwwRURERGSN+EzhBShvZ/MMDTbR61H+ovWZSEXJyoLdj4iIiF5ZOm9/szLxP08gPX+8SMeRmMfG3t1kHZKs3PwjIiIqbhkZGZg9ezZ8fX0xa9YssyB0AJBKs174On/+POLi4tClSxdjEDoAiEQifP311wCANWvWWJVh8cSJE7h37x769u1rDEIHAHd3d0ycOBFqtRobN24s4NORzUQiaNv1QMb/LYe+YpUCd2dwdUfGxFlQDxxjFoQO5J4RHQDSYmIKPAYiIiKioqDp2A/aOk0E6+R/rIb49tVCvX9eiRNy2ng3vRBH8mKQ791oDELPJtu3CdBbkTaeiIioELzSGdEBACIR1IPGQqTKgOz4XvPq9FQ4zv8S6bPWAU6l7HZbpTrvhcpriRqkafRwlr3y7wsQERER5SrewgJUGYeCzaMkN65AHGe+KfhYXhqV1Ilm5aIk8zIiIiIia6g79oX0xhWzctme36Bt3AYQF836kDUbexHxGrSo4FAEoyEiIiqYkJAQKJVKDB48GDqdDvv27cPdu3fh7u6O1q1bw9//vxfBYv4NCq5SxTxAWaFQQKFQIDo6Gvfv34efn1+u9z116hQAoG3btmZ17dq1AwCcPn06389FBaOvHID0qSsgPbkfkod38xWwoy9XEZpWXYFcTsbLLSM6AJRKjkNCpg5lHAuYSIGIiIiosIlEyBz1BUp9OxLixDjTKr0ejsumIX3aKsDFrVBub21GdAD4IyoDPzR0h1wiKpSxFLvMdMiO7jIrFqcoIYp9CoOXdzEMioiIXnUMRAcAkQiqYRMBtQqy0L/MqsXKOMhCdkLTZaDdbmnNpp7eAITFa9C8PDf2iIiISqLNmzcjNDQUYWFhuH79OtRqNZYsWYLBg02Pr9NoNNi3bx/279+Py5cv4/HjxxCJRHjttdcwaNAgDBs2TDCjlyW1atVCdHS0YF3z5s2xd6/5y3kvugQLGdE9HAsWsCU9uV+w/Ceft/Hj3d/NykUpDEQnIiKi/NHXaQJ9BR+In5rO0ySP7kESfha6us2KZBxKVd7JE8Li1QxEJyKil0JYWBgAQCKRoHnz5oiMjDTWicVijBkzBtOnTwcAeHh4AAAePHhg1k9SUhKUSiUAIDIyMs9A9Lt37wIAAgICzOq8vLzg4uKCqKgom5+H7EjuAG27ntAW4i2yk1JZyojurUrADaUWzcszEJ2IiIheAq4KZI7+PzjN/BQig+m+nDjhHziumo3MT6YDIvsHgFuKsarsIsHDVNOXChNUehx6lImuVZzsPo4XgezUQYjSUwXrxE8eQsdAdCIiKgZMtZ1NLIFq5BfQ1gsSrJZePGHX21l7hPHFWLVd70tEREQvjunTpyM4OBjR0dHw8vKy2O7evXt47733sGfPHlStWhUjR45Ev3798OTJE3z22WcYNGiQVcdC5+Tm5oYpU6aY/TNo0KCCPlaxiC+MQPS0FME5oNq1NH4t31LwEmZEJyIionwTS6DuLDwXk+9eD9g438uvRCvWrMLjNUUwEiIiooKLi8vK1rhkyRK4ubkhJCQEjx49wr59+1C1alUsXrwYq1evBgA0btwYbm5u2Lt3L8LDw036mTFjhvHnpKSkPO+bnJwMIGv9RYirq6uxDZVc2XuBuQWi31RyXkVEREQvD/1rtaHuPVywTnrlNGSH/yiU+2a/4Pe8D95wFizfGJleKOModno9ZIe2WawWP31YhIMhIiL6DzOi5ySVInPM/8Hph3GQ3LtlUiWJugFRQiwMZcra5VbWHhvDQHQiIqKSa9GiRfD390flypWxYMECTJ06VbCdi4sL5s6di4EDB8LZ+b8FlenTp6Nr1644ePAgdu7ciZ49e1p9b3d3d3z55ZcFfYQXRrxAJgQniQilpPkPRJeeC4FIYz4X0zTvgIQMF2SKZHA0mG4WipIZiE5ERET5p23WHvrtayFO+MekXHL3BiQ3w6B7o26hj8GaU/zC4hgwRURELwe9Puv3mlwux4YNG1ChQgUAQLNmzRAcHIygoCAsXrwYI0aMgIuLC6ZPn47x48ejQ4cO6NGjB8qVK4fz588jLCwM1atXx+3btyEWM8cTWSfp33lVirQUkiWOcNNlmtRXUiXgZGJh5mQnIiIisj9N10GQ3LgC6fXLZnXyTcuhq/Ym9H6v2/Weltar3vZxwsobaXjwXFb0Q48yEZ+pg4djEZ88o1ZBeuYwJHf+ht63OjRtugFSmd26l4SFQhzz2GK9+In56U5ERERFgatlz5PJoWnxtmCV9PIpu90mycLbes9jIDoREVHJ1bp1a1SuXDnPdhUrVsTIkSNNgtABwNnZGWPHjgUAnD59ulDG+LIQyoheoGzoAGQnDwhXtOoMD0cJ/pGbZzVjIDoREREViFQGTecBglWy3b8V+u0NBgMSrQhEj0zWItnKJAtERETFKTsjeWBgoDEIPVuNGjXg6+uLe/fuQalUAgCGDh2KrVu3omHDhti3bx9Wr14NqVSKnTt3ws/PDwDg6elp9X0tZT1PSUmxmC2dSo6cSamEsqJXUiXiBjOiExER0ctGLIHqw6+hdyttViXSaeG49H+AWmXXW1pK9lnaQYR3qpYyK9fogT/vZdh1DHkyGOCweg4c186F7NQBOPy2EI5LpgJ6+62hyQ9uybWegehERFRcGIguQFcvSLBccumk3e5hTXYpAHiarsfjNF3eDYmIiOiVJJNlvUUvkdj2Rr9arcaGDRswb948rFixAhcvXiyM4RUZoYCp0g75n+qKH92DJOqGWbkuoAYMFavAx0WCGLm7Wb0oWZnvexIREREBgKZlZ+hdFWbl0muXIL5rPj+xpzStAVrrcicgIoFBU0RE9OKrVq0agKyT4YRkl2dm/pep+q233sKePXvw6NEjPH36FPv27UPTpk1x48YNiMVi1KlTJ8/7BgQEAADu3r1rVhcTE4PU1FT4+/vb/Dz0clGq/ptYPRYMRE/ATSUzohMREdHLx6DwgOqjr2EQiczqxP88gfTkfrvez1KMlbtcjIEB5oHoALAxMt2uY8iL5NolyM4eMSmTXj4FaehfdulffO8WJDfDc2/z9CFgsHJxj4iIyI6kxT2AF5GhtCd0ATUguXvdpFxyMwxITQJchBcsbWHpbT0hF2PVqOTsVOB7EhERUcnz229ZmTHbtm1r03UxMTHGbOrZ6tWrh9WrVxszfFkj50ZtcYrLMN+0Ky3L//hKHdsjWJ7epD1UmZmo6CRCrEwgc1lS/Avzd1JSqdVqk38TFTV+B8keHB0di3sIZGcGgwG7d+/GihUrcOfOHSQnJ6NSpUoICgrCp59+Cl9fX+s7c3CEpmM/OGxbaVYl37MBmZ9Mt9/An2NNNvRsYXFqBJV3KLSxEBER2UOLFi0AALdv3zar02g0iIqKgrOzc55Zzs+ePYuHDx+iQ4cOFoPac2revDnmz5+PkJAQ9OnTx6TuyJEjxjZUsplmRPcwq/dWJSAuQ4e4TB08HW1LMkFERERU3HQ1G0DTdTDkAqf4yQ9uhbZNd0Bsn/yoQjFWbjIRJGIR/NykaFJOjrP/mK7ZX47T4JZSg9cUMruMIS+yA8LZyuXbVkLbsBUgL9g6muzg1jzbiNJTIUpKgEFhPvckIiIqTAxEt0Bbv4VZILpIr4c0LBTaoE4F7j/JxkD0Hr4MRCciIiJTwcHBOHz4MFq2bIkOHTpYfd3gwYPRtGlT1KhRA87OzoiMjMSSJUuwefNmdO/eHWfOnIGrq6tVfT179gwaTfFnw4zNcAJgmnXBUZeB6Ogk2zvTafHm6UNmxXqpHFEVAqCPjoabXiaYER1JSkQ/fAgIZIAg+4qJiSnuIdArjt9Byi+ZTGZbUDK9FL755hssWbIE5cuXR5cuXeDq6oq///4bv/76K/744w8cPHgQNWrUsLo/TbsekO/9HaKMNJNy6eVTED+6B7239S8O2kKptj5jUnh88c8BiYiI8uLn54e2bdsiJCQE69atw9ChQ411CxYsQFJSEvr37w+pNGu7LDk5GW5upi+eP336FOPHj4dUKsVXX31lUqfRaHDv3j3IZDKTF/tbtWoFX19fbNu2DR9++CFq164NAEhKSsL8+fMhl8sxYMCAwnpsekHkDJgSyojuaNDAQ5OKG4latKjAQHQiIiJ6+ah7DYMk4jwkD0xf/BTHPIYkLBS6evZ5+VJozco9x8nIA6uWMgtEB4BNken4rkHBk43mRfzoHqRXzwvXJcRCdnAbNN0G57t/UcI/kJ4/at1Ynj6EjoHoRERUxBiIboG2fgs4bPnFrFx68aRdAtGFjo1xlYkgFQOJKtMJ1MVYZtojIiIiUwcOHMCkSZPg4+ODFStW2HTtF198YfLn2rVr45dfsuY9mzdvxq+//oqPP/7Yqr7Kly9v070Lg05vQLI2wazcu7QLfHycbe5PHnYGsvQUs3J1gxaoVO01AMDraRmCGdElWjUql/OEwVH4GEAqOLVajZiYGHh5eUEulxf3cOgVxO8gET0vJiYGy5Ytg4+PD06dOmWSJXXJkiX4+uuvsWTJEixZssT6Tku5QNO+l2BGKdne36H68Gt7DN2MTRnRGYhOREQviXnz5qFDhw4YP3489u7di2rVqiEiIgInTpyAj48Ppk2bZmz7yy+/YMuWLWjSpAnKli2LR48eYf/+/UhPT8eiRYsQGBho0veTJ0/QqFEj+Pj44OrVq8ZyqVSKhQsXok+fPujSpQt69+4NFxcX7Nq1C9HR0Zg2bRqqVKlSVH8FVEySTDKimweiA4C3Kh43ld5oUYEnzRAREdFLSCKFuusgOC353qxKfnALMuwUiJ4ksGalkP8XiN7D1wmTzymh0pm22XI3A9/Uc4NEXLgJpGSHtuVaL9+zAdpWnWFwK52//v/aDpFOl3dDAKInD4E36ubrPkRERPnFQHQLDOW9ofP2g+TRPZNyyd8XAFUG4FCwDOVCb+spHMR43V2Kw49VJuVhcRpo9AbICnliRERERC+HQ4cO4b333kO5cuWwe/duuwWDDx8+HJs3b8a5c+esDkR3dHS0y70LIj5TB6HcneWcZfkan+PZI4LlhtZdjf35KQy4LJQRHYCjKgMGhfDmItmPXC5/Ib5/9Orid5CIsj18+BB6vR5NmjQxCUIHgE6dOuHrr79GXFyczf1qOvSB7OBWiNSm60TSs0eg7jUchnIVCzRuIUKJEwDAx0WC6FTTza7IJC1SNHq4yuxzxDIREVFh8fPzw9GjRzFjxgwcOXIEISEh8PLywqhRozB58mSULVvW2LZRo0Y4ffo0Dhw4AKVSiTJlyuCtt97CJ598gjp16th035YtW+LAgQOYOXMmtm/fDo1Ggxo1amDq1Kno3bu3vR+TXjAZWoNJIJRQRnQA8FYl4KZSW0SjIiIiIrI/Xf0g6D29II4zPUVUcjMc4nu3oPd7rcD3yHnSTDaF/L8YKoWDGJ19nLD9foZJm8fpOpx8pkLrioW3li9KToT0jPlJyyZtMtMh3x4M1XsTbL9BZjpkR3ebFRtEYogM5n8v4qcPbL8HERFRAXGnKBe6+i3MykQaNSQRwsep2CJJYJLkLhejflnzjHoZOgOuJzLLFBERvTx2796Nnj17ws/PD15eXqhduzZGjBiBR48eWbzm/v37qFSpEhQKBSZMsP1/wi9fvox+/fqhcuXKqFixItq3b4/t27cX5DFeSAcPHsSQIUPg4eGB3bt3w9fX1259e3hkHdOWnp5utz6LQnymcMCUh6PtU12RMh6S8FCzcn3ZCtC99t+Gs7ezBP/IzTOiA1kLTkRERPTqCAgIgFwux9mzZ5GcnGxSd+DAAQBAq1atbO7X4FYamlZdzcpFej3k+zblb7B5ENrUA4A2Fc0zdBoARDArOhERvSS8vb2xdOlS3Lp1C7Gxsfj777/x448/mgShA1m/s3fs2IE7d+4gNjYWt27dwpo1aywGoVepUgVKpdIkG3pO9evXx7Zt2/Dw4UM8ffoUR44cYRD6K+L5edVjB+Hsl5VUCbjBPUAiIiJ6mUmk0LzVR7BKdnCrXW4hlDxB4WC6DziwqvBpxRsjC3ffUxqyCyJN3vM56bHdED2xPUhcduogROmpZuXahq2gV3iYlYvzcQ8iIqKCYkb0XGjrt4B85zqzcumlk9A1tH0DMSfhY2NEaCAQiA4Al2I1qOPBY9+JiOjFZjAYMGHCBAQHB8PPzw99+vSBi4sLnj59itOnTyM6Ohre3t5m1+n1eowePTrf9z1x4gT69OkDR0dHk6OOhw8fjkePHmHcuHEFeawXxsGDBzF06FCULl0au3fvhr+/v137v3jxIgCgcuXKdu23sMVbyNzp4WB7ILr0zGGI9Ob9aYI6AeL/+vN2luAfmXBGdAaiExERvVrKlCmD7777Dt988w0aNWqEzp07w9XVFX///TdOnDiBkSNH4oMPPsizn8zMTLMyddueKH1kB0R602zk0pP7kfz2OzC4m282FURsmlqwvJmnGOtum5dffJaO+gqhs2noZaBWq03+TVTU+B0ke+ApRfSiej5Y6lEuGdG3KbUwGAwQiXgyMhEREb2cNC07Q749GKJM06Bv6fmjUPf/EIYyZS1caR3hjOim+4BtKzmgnJMY/2SYtt39IBNzC+tUP7UKsiM7rGoq0uvhsPkXZE6YYX3/eh1kh7YJVmk69oUoNQliZbxJufjpQ+v7JyIishMGoudCX7kq9J7lIY57ZlIuDQ+FSqsBpLJ8952kNt+ks5QRHQAuxKrx/uvO+b4fERFRUVi+fDmCg4MxcuRIzJ49GxKJxKReqxU+ZnbJkiW4cOEC/ve//+Grr76y6Z5arRaffPIJxGIx9u7di9q1awMAJk+ejHbt2mHatGno0aPHSxdc/bzDhw9j6NChUCgU2L17NwICAnJtr9FocO/ePchkMvj5+RnLb9++DW9vb5QqZZoV4Pbt2/j+++8BAH379rX7+AuT3TKiGwyQndxvXiwSQRvU0aSsrJMYiY7MiE5ERERZxo4di4oVK2L8+PFYs2aNsbxp06bo27cvpNK8l+CePXsGjUD2JEOtJvAIP21SJtJqoP3zVzxp36/gg8/hYZwMgPl6l5/2H4jhBD1Mg6NCHyWjs3OcXcdARS8mJibvRkSFiN9Byi+ZTGbXk+KI7On5YKkEqQsyxDI46U3ne5VUCUhQ6RGbqUc5J9O1VCIiIqKXRikXaFp1gfy5DOginQ6yv7ZD3T/vJA2WZGoNyNSZlz+fEV0qFqGffyksuWaaPTxda8Du+xkYVM3+MVfSs0cgFtgX1Pm/AfHDSIi0pnM/adgZSG5cge6Nulb1LwkLhTjmsXn/VWtCX7Um9BUqA9cvm9SJE2KBjHTASThDPBERvXh2796N1atXIzw8HOnp6fDy8kLDhg0xdepUwWSfAHD//n00b94caWlpGD58OBYsWFDEozbFQPTciERZWdGfnyilp2VNDGo1ynfXgm/rOYhR2kGMqm5SRCabBupdimVWGCIierFlZGRg9uzZ8PX1xaxZs8yC0AEIBuDcvn0bP/zwAyZMmIBatWrZfN8TJ07g3r17GDx4sDEIHQDc3d0xceJEjBkzBhs3bsSUKVNs7ruwrVu3DqGhoQCA69evAwDWr1+PU6dOAcgKXBo6dChu376Nd999FyqVCkFBQdi2zfzN98qVK2Pw4MHGPz958gSNGjWCj4+PyfHQf/zxB5YuXYpmzZrBx8cHpUqVQmRkJA4fPgyNRoOJEyeiefPmhfnYdpdgISN6GUfbNu/EUTcEj6vT1agHg2d507YiEcQK4SOVRclKm+5LREREL7/Zs2dj7ty5+Oqrr9C/f3+4u7vj6tWr+Oqrr9C1a1esW7cOnTt3zrWP8uXLC5aL+gyHIeIMRAbTpAblrpyAtP8oGJxd7fYchmepAFQmZTIxUNvfG9VuJeFWkumu312VA3x8vOx2fypaarUaMTEx8PLyglz+6p7EKEpNhlPITogy0qCq3wLaqjWLe0ivDH4HiagkS3p+H1AkwiOHMqiWYfryjbcqAQBwI1HLQHQiIiJ6qWne6g3ZoT8gMpjOg2RHd0Hd/V3AMX+B0ULxVYB5RnQAGFDVPBAdADbdLYRAdIMBsgNbBKvU/T+AJCwUcoF6+calyPj+F5OTmC2RH9gqWK7ulJWcwlBBOBGb+OlD6P1fz7N/IiIqXgaDARMmTEBwcDD8/PzQp08fuLi44OnTpzh9+jSio6MFA9H1ej1Gjx5dDCO2jIHoeRAKRAcA6aWT+Q5E1+gNSNOaZ0TPniQ1KCszC0S/naSFUqU3e6OPiIjoRRESEgKlUonBgwdDp9Nh3759uHv3Ltzd3dG6dWv4+/ubXaPT6TB69Gj4+/tj0qRJOHfunM33zQ7abtu2rVldu3btAACnT582q3sRhIaGYuPGjSZlZ8+exdmzZ41/Hjp0KGJiYqBSZQUE/fHHH4J9NW/e3CQQ3ZIWLVrg9u3biIiIQGhoKNLT0+Hh4YG33noLI0eOFPx7fNFZzIhu47xJdsI8GzoAaFsIB405KxTQQwQxTOd1oqQEm+5LREREL7djx45h5syZGDNmDCZMmGAsb9q0KTZt2oTAwEB88803eQaiOzo6CldUqQptw9aQnT9qUixSZcL1xB6oew0v8DNkS9amm5Up5GI4OTmhrmcGbiVlmNRFJuugkcgL52hjKjJyudzy96+EEz+MhNOczyBKSQIAOIXsgKrPCGi6Dynmkb1aXuXvIBGVXEqV+T7gY4FA9Er/BqLfVGrQqqJDkYyNiIiIqDAYylaAtkFLyC4cMykXpadCduogNO175atfi4HoDiKzslplZKhZWopriaYxVyefqhCdqoWPi/3C5CR/X4Tk8X2zcl3lqtC9Hghd5aqQndwPUVqK6XUP7kAa+he0zTvk2r/43i1IboWbles9y0NXLyjr54pVhK9lIDoR0Uth+fLlCA4OxsiRIzF79myzhJ9arVbwuiVLluDChQv43//+h6+++qoohponBqLnQV+tJvRupc2OUpFcPgUM/RQQ256dwCwLwr/c5VmTpAZl5dh0N8Os/nKcGm0rcUGeiIheTGFhYQAAiUSC5s2bIzIy0lgnFosxZswYTJ8+3eSa+fPnIzw8HH/99Ve+s5/dvXsXABAQEGBW5+XlBRcXF0RFReWr78K2bNkyLFu2LM92LVq0gFKptKnvKlWqCF4TFBSEoKAgm/p60VkKRC9jSyC6KhPSs0fMig2lXKCtL/z3VdHNAXEyV5TTJJuUiwSO4CMiIqKS6/DhwwCy5mzP8/LyQrVq1RAREYHU1FS4uLjk6x6aroPMAtEBQHb4T6jffiffGaWeJ7SxV/rfOVWgp/l6lQHA1XgNmpVn0BS9fERPHsBxzufGIPRsDn+sBuSO0PybXYyIiCg/hOZVjxzKmJV5qxIAgwE3lZqiGBYRERFRodJ06mcWiA4AskPboGnbw6os4M9TWjgZWSgjOgAMrFoK31ww3bszANhyNwOf1bHfyYIygaSmAKDp1B8QiQBnV6h7DIXD70vM2si3rYS2YStAbnlNzWL/HfoAkqxwP72ljOgCJ0ATEdGLJSMjA7Nnz4avry9mzZplFoQOAFKpeXj37du38cMPP2DChAmoVatWUQzVKkxXlBexBLq6zc2LkxIhjryery7zmiQ1KCsciHcxVp2v+xERERWFuLg4AFlv3rm5uSEkJASPHj3Cvn37ULVqVSxevBirV682tr969SrmzJmD8ePHIzAwMN/3TU7OWkhwc3MTrHd1dTW2oZIpXmBu5SIVwVFqngnBEunFExBlmmcA1TZpZ3ERyNtZghi5+fdOq2QgOhER0atErc5ar8meDz8vPj4eYrEYMpks3/fQV6kGbZ0mZuWitBTIju3Jd7/PSxSYV2WvVwV6CI8/LJ5BU/TyEf3zBE6zP4M4RSlY77BxCaRHdxftoIiIqEQR2gt8LBCI7qJXwV2bjptK4SxnRERERC8TfdWa0AXUMCsXxzyGJCw0X31ayohe2kJCqn7+pSAR2CLcGJkOg8H81Jr8ED+6B+nV82bleoUHtI3bGP+sadcT+nIVza9PiLUYaA4AooR/IBVISmFwLAVNy/9OXTSU9oRBIEEFA9GJiF58ISEhUCqV6NKlC3Q6HXbt2oUFCxZgzZo1FpNt6nQ6jB49Gv7+/pg0aVIRjzh3DES3gra+eUYrAJBeOpmv/pRq4YmN4t9JUs0yMjgKJFpnIDoREb3I9PqsRQC5XI4NGzagXr16cHFxQbNmzRAcHAyxWIzFixcDyArWyZ4cTZkypTiHTSVAQqbOrKy0o23TXOnJ/YLlmpZvW7zGx0WCWJm7WbkhiYHoREREr5ImTbICxJcuXYqkJNPMymvWrMHjx4/RqFEjODgULGu4uutgwXLZ/s2Axj5rRkKB6KX/Pea4VhkZxAKbeGHxXK+il4so4R84zfkMYqXwyyPZHH6dD+mZw0U0KiIiKmmszYgOZGVFv5GosVtgFBEREVFxUnfqL1guP7glX/0lqizEWFnIiO5VSoJ2lczX4SKTtbgUZ5+ECrJD2wTLNe17AdIcyRykMqj6fyjYVr5nA0RJCcL9/7UdIp35/qemdVfAyfm/ApFIMCu6+OnDXEZPREQvgrCwMACARCJB8+bNMXToUEydOhUTJ05EgwYN8M0335hdM3/+fISHh2Pp0qWQy4WTXRcXBqJbQVejLgw5f5H/S3rpJJCPRaEkC2/ruf87SZKJRQj0MP+iXIzlIhQREb24sjOSBwYGokKFCiZ1NWrUgK+vL+7duwelUon58+fj+vXrWLJkSYEDcrLvaynreUpKisVs6VQyJAgETHlYyIIgRBT7FNIbV8zKdd5+0Pu+ZvE6SxnRJSkMRCciInqV9OzZE82aNcONGzfQoEEDjB8/Ht9++y26d++OiRMnwsnJCT/88EOB76OvXgu61+qYlYuV8ZCeOljg/gHhgCn3f+dVzjIxqrubHwMZbqcNPKKiIEpOzApCj32ad1uDAQ4rZ0JyMX/JSIiI6NUmlBE9vpSHYFtvVQKUagNiMoT3D4mIiIheJrr6QdB7epmVS26GQ3zvls39Cc2rgP+SfQoZEGCeJRzIyopeUKLkREjPHDIrN8gdoGnTzaxc16AldFXfNO8nMwPyHb+a3yAzHTKBU9oMIjE0b/U2K9dXrGLe9z+PAS1P3CEiepFln7K7ZMkSuLm5ISQkBI8ePcK+fftQtWpVLF68GKtXrza2v3r1KubMmYPx48cjMDCwmEZtGQPRrSGTCx5/LI59CnH0XZu7szhJkv+XVqpBWfNA9ASVHvdSzN94IyIiehFUq1YNAODubp4hOmd5ZmYmIiIioNfr0b59eygUCuM/3bpl/c/52rVroVAoMGjQoDzvGxAQAAC4e9f8d3JMTAxSU1Ph7++fr2eil0N8pkAgug0Z0WUnDwiWa1t0BkQCaT//5e0swT8CGdEdMlIBLQOyiIiIXhUSiQTbt2/Hd999hwoVKmDbtm1YtmwZIiMj0b9/fxw7dgz169e3y73U3YSzosv3bgR0Bdtc0ukNSBY4xa90juxSdTxkZvW3k7RI1TBoil4CaSlw/PFziJ9GW32JSK+H49KpkEScK8SBERFRSZQkMK9KdvUUbFtJlZUJ86aS60lERERUAkik0LzVV7BKdnCrzd0JJU4ATGOsnvd2ZSe4CdT/EZUOla5gCUClR3ZCpDGft2mDOgEuAvvkIhFUA0cL93VsN0RPHpiUyU4egCg91bz/hq1g8CxvVq6vaJ4RXaTTZQWjExHRC0uvz/r9JpfLsWHDBtSrVw8uLi5o1qwZgoODIRaLsXjxYgCAWq3G6NGj4e/vjylTphTnsC2yORB98+bN+PTTT9G6dWuUK1cOCoUCGzZssNg+OTkZX331Fd58802UK1cOtWrVwrfffovUVPNfmnk5cuQIOnfuDG9vb/j4+KBr1644fvy4zf3kh7Z+C8Fy6SXbM+IILT4B/2WYAoQD0QHgYiyPOyYiohdTixZZvytv375tVqfRaBAVFQVnZ2d4enqiTZs2GDJkiNk/HTp0AABUr14dQ4YMQZs2bfK8b/PmzQEAISEhZnVHjhwxaUMlU3xBMqLr9ZCeMg9EN0gk0DR7K9dLKzlL8I9ARnQAECUrrbs/ERERlQgODg6YMGECTpw4gSdPniAuLg7Xr1/HihUr8Nprlk9YsZXuzYbQValuVi6OfQLp+WMF6tvSCX6lc8yrhE7wMwC4msCgKXrBZaTDad5kSB4KJxXR+b0GdY+hgnUinRaOC7+F+GZYIQ6QiIhKGqGAqXQ34UB0738D0W8kMmslERERlQyaVp1hcDTPSi49fxSihH9s6stSsk93ueW9QCepCL18ncz7UhtwMDrTpvubUKsgO7JDuKqjcPA9AOir1oSmsfm+t0ivh8Pm5Tka6iA7/IdgH5pO/YT7rmAeiA4A4icPLY6HiIiKn5tbVqxJYGAgKlSoYFJXo0YN+Pr64t69e1AqlZg/fz6uX7+OJUuWwMHBoTiGmyebA9GnT5+O4OBgREdHw8vL/CiVnNLS0tClSxcsXboU1atXx5gxY1CtWjUsWrQI3bt3R2am9b/cN2/ejD59+uD27dsYOHAgBgwYgJs3b6Jnz57YuXOnrY9hM13tRjDIzLM+5edoVstv6+UMRDe/F8BAdCIienH5+fmhbdu2iIqKwrp160zqFixYgKSkJHTp0gVSqRSjRo3CokWLzP4ZN24cgKzA8UWLFmHUqFHGPjQaDW7fvo179+6Z9N2qVSv4+vpi27ZtiIiIMJYnJSVh/vz5kMvlGDBgQCE+ORUnjd4g+JJfGSszoktuXIY4PsasXBfYDHBT5Hqts0yM9FLCbUQpSqvuT0RERGQTkchiVnTZng2APv+ZyRNVwokTch5zHOgpvF4VFsdAdHqBqTLh9NOXkNy9IVit8/ZHxuc/Qt37fai7vSvYRqRRw2nBlxBb6IOIiOh5SQIBUwZXdxgkUrNyZkQnIiKiEsfJGZpWXcyKRTodZH9tt6kroRgrN5kIErHljOgAMKCqeSA8AGyMTLfp/jlJzx6BWGAPUBvYFIbyPrleq+73AQxS87U1aVgoJNcvAwAkYaEQx5hnMtdVrQl9QA3BfvUVqwiWi58+ECynl4TBAMnV85BvWAzZoT8gSowr7hERkZ1Vq1YNAODuLnCaRo7yzMxMREREQK/Xo3379lAoFMZ/unXrBgBYu3YtFAoFBg0aVDSDF2C+2pGHRYsWwd/fH5UrV8aCBQswdepUi21//vlnXL16FZ9++im+//57Y/n333+Pn376CUuXLsXEiRPzvKdSqcTkyZPh4eGB48ePo1KlSgCATz/9FC1btsTEiRPRtm1buLq62vo41nMsBV3NhpCGnTEpljyKgijmMQxelazuytLbejkD0Ss5S1DeSYxnGaZtGYhOREQvsnnz5qFDhw4YP3489u7di2rVqiEiIgInTpyAj48Ppk2blu++nzx5gkaNGsHHxwdXr141lkulUixcuBB9+vRBly5d0Lt3b7i4uGDXrl2Ijo7GtGnTUKWK8P+A08sv0cK8ytqM6NILJwTLNS3ftup6g3tpwXJRUoJV1xMRERHZSle/BfQVKkP81DSrkeTRPUjCQqGrl7/TgCwlTsiZEb1WGRlEyMqCnlNYPNer6AWlUcNx0f9BcjNcsFpf3geZk+cCLlnZZ9R9RgCZGZALZB8TZWbAae4kZHz5E/SVqxbqsImI6OUnNLdyd5DCUNoTorhnJuXexkB0ZkQnIiKikkPzVu+sAFqD6bxIdnQ31N2HAAIZ04UoBRJSuVuxD9iknBy+rhLcT9GZlB9+lIm4TB08HSVW3d/IYIDswBbBKk2n/nlfXrYCNO17QS7Qh3zTMmR8/wvkB7YKXqu2kA09q9+KMEikEOlM55LiJwxEf2mpVXBcMQPSC8eNRfJNy6Bt2g6ajv2hrxxQjIMjIntp0aIFAOD27dtmdRqNBlFRUXB2doanpyfatGkDDw8Ps3YxMTE4dOgQqlevjsaNG6N27dqFPm5LbM6I3rp1a1SuLHysR04GgwHr16+Hi4sLJk2aZFI3adIkuLi4mGVLtWTHjh1ISkrCBx98YAxCB4BKlSph1KhRiI+Px549e2x7kHzQ1m8hWC69ZFtWdKGjjh0kgKP0v7f1RCIR6pc1P+74aoIGmVrhDFVERETFzc/PD0ePHsWgQYMQFhaGX375BVFRURg1ahRCQkLyPE0lv1q2bIkDBw6gcePG2L59O9asWYNy5cphzZo1xizrVDLFZ1oIRLdy8Uj0j3lWAb2rArpajay6XqqwEIierLTqeiIiIiKbicVQdxXOaiHf/RtgyN+6kaUX/HImTnCRiVHd3TyvRXg8s3fSC0inhePy6ZBePS9Yrff0QsbkeTC4l/mvUCSCetBYaFp2FrxGlJ4KxzmfQ8TNXCIiyoNQwJTCQQxDmbJm5dkZ0W8oNTDkcy5HREREJd/mzZvx6aefonXr1ihXrhwUCgU2bNgg2HbmzJkmGVOf/+fBg8L//1pD2QrQNmhpVi5KT4Xs1EGr+xE6aSbnepUlIpEIAwLMg921BuD3O7ZnRZf8fRGSx/fNynWVq0L3eqBVfai7D4HB2c287wd3IN+4BJJb5i/S6z3LQ1cvyHKnUqlg8tTnk1jQSyItBU5zJ5sEoQOASKeF7NRBlPp2BBznfA7J1fP5XgcmoheDn58f2rZti6ioKLM46gULFiApKQldunSBVCrFqFGjsGjRIrN/suOhmjdvjkWLFmHUqFHF8SgA8pER3Vp3797F06dP0a5dOzg7O5vUOTs7o3Hjxjhy5AgePXoEb2/vXPs6deoUAKBt27Zmde3atcOsWbNw+vRpDBw40H4PIEBbtykMYjFEzx1zLL10CprOA6zuRygLgtAkqWFZOfY+zDQp0+iBiAQ1GpVzsPp+RERERcnb2xtLly7N17UtWrSAUqkUrKtSpYrFOgCoX78+tm3blq/70ssr3lJGdEfr3rcUpSSZlRnKewMCxyQLcSpTRrBcp2RGdCIiIio82ibtof9zLcTxMSblkqgbkNy4Al2Nejb3aTkjuukxx3U8ZbiVZJph6XaSFmkaPZxlNue8ICocej0cVs2G9KLwCUh6hQcyJs+HwaOceaVYDNXwzwBVJmTnQsyrU5RwmvMZMr5eBEPZCvYeORERlQBqnQHpAkml3OVi6EuXxfPpE7IzoierDXiarkdFZxuzcxIREdErYfr06YiOjoaHhwe8vLwQHR2d5zUDBw4UTDbq7u5eGEM0o+nUD7ILx8zKZYe2QdO2OyDOe94jHGMlEmhpbkDVUpgVlmJWvvx6Kj6q4QK5xLp+AEB2MJds6CIr+3F2hbrnUDhsWGxWJT9kfjobAGg69Mlz31JfsYpZBnTx04dZgcrWjo2KnSghFo7zpkDyKCrXdtJrFyG9dhE6bz9oOvaHtmk7QGae7JaIXnzz5s1Dhw4dMH78eOzduxfVqlVDREQETpw4AR8fH0ybNq24h2i1Qtsdunv3LgDA399fsD67PLudNX0FBJgfLZFdZk0/BeaqgO61OmbFksi/IVLGW92NUiWQBUEgEF0oIzoAXIxllikiIiIiwHJG9DJWHMkHAKLUZLMyg4v1i29unsKB6OkJDEQnIiKiQiSVWkyKINv9W766tCYjOgAEepivV+kNWaf4Eb0QDAY4rFsA2ZnDwtWu7lmZ0AWyhRmJJVB98BW0dZsLVyfGwWn2ZxAlxNpjxEREVMIInYwMZAVMCWVEV+jS4aLNAADcVHJORURERMIWLVqEiIgI3L17F++//75V1wwaNAhffvml2T8KhaJwB/svfdWa0FWtaVYujnkMSVioVX0ohTKiW7kP6OsqRcsK5ok+n6Tr8ce9DKv6AADxo3uQXr1gVq5XeEDbuI3V/QCApm0P6MtVtKqtwcnZ4qltJuOoYP6ygSgzg+sWLxHRkwdwmv5xnkHoOUke3YPj6tko9dmArDVhgX1vInqx+fn54ejRoxg0aBDCwsLwyy+/ICoqCqNGjUJISAi8vLyKe4hWK7SM6MnJWf9xs/QWnZubm0k7a/rKviYnV1dXq/sBgMzMzLwb5aZ2E7jcuGJWbDh3DJmtuljVRaJKa1bmKjMfWw0XA8SirM28nM4/y8D7AYX20VEhUKvVJv8mKkr8/pE9ODo6FvcQiAQlWAhEtzojeqpARnRX6wPRKyickSxxhJvOdB6nSkiAk9W9EBEREdlO07IzZDvXQZycaFIuvX4Z4rvXoQ+oYVN/Qpt6AFDa4flAdJlgu7B4DZp48QQ/KmYGA+SblkF2dLdwdSlnZEyaC0Ml37z7kkqROeb/4PjT15Beu2hWLY59Aqc5nyH9q4WAm6Jg4yYiohLF0kkzCgexYCA6AFRSJeKW1Ak3lFq0zeVdKSIiInp1tW7duriHkC/qjv3gFHnNrFx+YCsy6gXleb1wRnTr865+XNMFJ56qzMoX/Z2CAQFOEFmRMVx2SPhUbk373oBUeK3MIqkMqv4fwmnxd3k21bTqAjg559lOKBAdyMqKrhM6DY5eKOLIa3Ca/yVEafkLJBcnJcBh2yrId/0GTYtO0HTsl3sCBiJ6oXh7e2Pp0qX5urZFixZQKpX2HVA+vXLRzM+ePYNGk/9sArJyvnhToFx/9gii/Wtb1Ud8uiOeT0bvoFMJHpsT4OSIO+mmbc/HZCI6WmnliOlFEhMTk3cjokLC7x/ll0wmg6+vb3EPg0hQvIWAKQ9rMiGoMiFSmy882ZIR3dtFgn9k7maB6IakRAtXEBEREdmJ3AGajn3hsHWledWeDcj85AebukvMJWAqp9oeMogAPH/eX1hcyX35WXz3OqSXTkKUVESn3ogl0Pm9Bm3LLoD0lVu+zaLVQHp8HyT3bwF6ndWXiVKSIA0/K1hncHBExmdzoK9SzfpxyB2Q+ck0OM2dDMntq2bV4qcP4fTj58j4YgHg7Gp9v0REVKIJnYwMZAVM6UsLB6J7qxJwy7kibiYyIzoRERHZz5kzZ3Dp0iWIxWL4+/ujdevWcHFxKdIx6OoHQe/pBXGcabyC5FY4xPduQe/3msVrM7UGZAosC1ibER0A3vJ2wBsKKW4oTZOGXk/U4shjFdp7556QTZScCOmZQ2blBrkDNG26WT2OnHQNWkJX7U1I7vxtsY1BJIbmrd5W9aevWEWwXPzkAXRvNsjXGKloSK6cgePSqYJ71gCgL1MWusBmkJ4+CJEq9+S7InUm5Ed2QBayE7p6QVC//Q701YSiHImI7K/QdjKys5cnJZlnmQRyz3Juqa/k5GSUKVPGpC4lJcXqfgCgfPnyVrWzyMcHGt/qkN2/bVLsev8WKpdRwGDFhkP6+QQ8v13n5eYEHx/zt9AaP03Fnbumv2yeqMRw9KyEsk7WT6yoeKnVasTExMDLywtyufkR1kSFid8/IirJ4oVWnwCUsSIjusjC8WQGF+vmlQDg7SzBP3I3VM00XTyTpjAQnYiIiAqfpm0PyPf+DlF6mkm59PJpiB9FQe/tb3VfQgFTLlIRZGLTrFAuMjGquUtxO8l08y48vmQGTUkun4bjwm8hMggH6hcW2Yl90J05jIzP5gBOpYr03sUuIz0r8DvS8masrQwyOTInzIRe4DjwPDk4IWPCTDjNngjJc2vCACB5GAmneVOQMWnuq/dZERGRoPxlRI8HANxUlsw5FRERERWPmTNnmvzZ3d0ds2bNwsCBA4tuEBIpNG/1hcPGJWZVsoNbofroG4uXWpxX2ZARXSQS4eM3XTD2lNKsbuHfqXkGokuP7IRIIOGpNqgTYMOe4nODgmrgGJT63xiLTbQNW8HgaV2Mm76Cj2C5+OnDfA2Piob0+F44BM+DSC/8PddV8kXm53NgKFMOqr4jITu6C7LDf0KsjM+1X5HBAOmlk5BeOgldQA2oO/WHrn4QIHlFE14QUZEotP/CBAQEAACioqIE67PLs9vl1deVK1dw9+5ds0D0u3fvWt0PADg65j6BsIa+QSvguU0HkV4H55tXoG3eIfdrDQYkacw39jycZIJja1xeh9/umr/1dDVFhM6lC/4sVLTkcrldvoNE+cHvHxGVREIZ0d3k5gFTQkSpwi9MGlytz4hezkmM63Lz9o5pwn0TERER2VUpF2ja9YJ8929mVbI9v+e6kfe8RIF5laXsUoEeMrNA9FtJWqRp9HCWlaDECaoMOK6ZU+RB6Nkkd/6G409fIfOz2YDcoVjGUORUmXD66Uv7BqFLJMj8eCp0b9TNfyelXJAx6Uc4zfwUkkf3zKold6+/ep8VERFZpLRwgp9CLoahlOWM6ABwS6mFwWCASJT32hYRERGRJW+++SYWL16MoKAglC9fHjExMTh48CBmzJiBMWPGwN3dHZ07d86zn8zM3DMwW0vVuC1k29dCnJluUi49dxQpPd6zeGpMTIpWsNxZrLNpbN0qijHNSYRnGabxWieeqnD+SSpql7EQPqdRo9SR7YJVKa27QV+Qv59K/pA0aAWHi8cFq9Pa9oDW6v7FcCpdFpLEWJNSw6N7dvsMi5JarTb5d4ljMMBp30Y47lpnsYmmak0kj/kehlKuQGYmIJEhs30foHV3OFw4DqfD2yB9fD/PW0nuXofTku+h8yyPjHY9kdmsI+DoZMeHKXlK/PePisSrGJ9XqIHoFSpUwLlz55CWlgZnZ2djXVpaGs6dO4cqVarA29s7z76aN2+Obdu2ISQkBA0bNjSpO3LkiLFNUdHWD4LDNvNjj6WXT+UZiJ6iMUAvcCKfu4WNvQZlhbMXX4pVo3Nl/mIgIiKiV1tipvnGXhkrj+OzGIhuQ/YCsUiEVGcFEGda7pqRhEy9HhCXoEAsIiIieiGpO/SF7OBWs+NbpWdDoO79PgzlKlrVj1CGKUuB6HU85dgSlWFSpjcAfydo0Nir5AThyo7vhSileF8wlN4Mg+Oi/0PmJ9MBqaxYx1LoNGo4Lvo/SG6G261Lg0iMzI++hS6wacE7c3FH5qS5cJoxHuKYx2bVr9RnRUREubKUudNdLoLBrQwMYrFZ1sNK/waiJ2sMeJymg7cLsxUSERFR/nXr1s3kz1WqVMEHH3yA1157DT179sT06dOtCkR/9uwZNALZwPNDV6c5yp07bFIm0uug2bUBT9r2EbzmTrIYgHkwny4lAdHRwqcmW9LPS4pF981jsOZdjsf014QDTstcOQlPgbWhpGp18EBtAKKjbRrD8+SNO+KNK6ch1pkG3Kd6B+Ce1Nmm/uWly8LtuUB00eP7iC7gGItTTExM3o1eNno9vA9uhPOlYxabKF+ri/s9R8KQoAQSlOYNvF8Dhn0F13s3UO7sIbhFXcvztpK4Z3DZvByOO9chvl5LxDZoC41b6Xw/xqugRH7/qEjIZDL4+voW9zCKXKGtYohEIgwZMgRz5szBjz/+iO+//95Y9+OPPyI1NRUTJ040uSY9PR2PHj2Ck5MTfHz+OzakV69e+O6777BixQq8++67qFSpEgDg8ePHWLlyJTw8PNC1a9fCehQzhopVoK9YBeInD0zKJRHnAFUm4GD5jYakXBafhLymkMJNJkLyc1nUL8byaD4iIiIioYzoHlYHoicLlhtcrM+IDgAagfZSgw5IT83/kXxERERE1nJTQNO6K+SH/jApFhn0kO/bCNWwz6zqRihzp8LCelWgh3CQbVh8CQpE12og27epuEcBAJBGnIPjsmnIHPN/JfcIXZ0WjsunQ3r1vF27VY2cDF2j1nbrz6DwQMaU+XD6YTzE8eabUa/EZ0VERHlKUgtkpMK/L/mJJTAoPCBKMA0Sys6IDgA3lVoGohMR0Qtt9+7dWL16NcLDw5Geng4vLy80bNgQU6dONSajnDlzJmbPnm2xj/DwcFSpUqWohkz/atWqFfz8/HD9+nUkJyfDzS33fazy5cvb7d7iHu/CcP6I2clzZcNOQfLOh4JZmm88VgNIMSv3r+AJnwrCiT0t+dhLjzWPEpH2XJL1v+KkmN7UEz7OEtMKgwGKNcLZytFtkElcW775+CCj80A4717/323FYmjf+dDm/mW+1YGo66ZlacmoXEYBg7NrwcdahNRqNWJiYuDl5QW53LbP+YWmUcN19Ww4XDltsUlGy87QDhwLb7HEYhujypWhbtURiY/vw+mvP+Fw/ihE2tzjCaWZ6fA6cwDlzv0FVcNWyGjfBzoff1ufpEQrsd8/okJm8yrGunXrEBoaCgC4fj3rF9j69etx6tQpAEDTpk0xdOhQAMAnn3yCffv24aeffkJERATq1KmD8PBwhISEoF69ehg9erRJ35cuXUK3bt3QvHlz7N2711iuUCjw448/4sMPP0SrVq3Qq1cvAMD27duRkJCAtWvXwtW1aH9pauu3gPy5QHSRWgXJ3xegq9/C4nW5HccnRCwSoa6nHMefmma1uhynhk5vgETMo/mIiIjo1RUvkBHdw9HKQHQL2S1tyYgOAAa3MsL9JyXY3BcRERFRfmg6vQPZkZ0QPZc9SXryANQ93oOhtGeefQhl7ixt4QW/2h4yiAA8H2IVFl9yEidITx+CODHOrNwgkwHyQjxWU5UpuGEkvXgCDqvmQDXqi5J36o5eD4dVsyG9eEKw2iCV5Zr4Q7BLL2+oewy1Tyb058fj4YWMKfOygtGTEszqS/RnRUREVslrL9BQuizwXCB6pRyB6DeUGrT3fvWO8SYiohefwWDAhAkTEBwcDD8/P/Tp0wcuLi54+vQpTp8+jejoaGMgeraBAweicuXKZn25u9uWFIjsx8PDA1FRUcjIyMgzEN3R0Y5zkkpVoG3QErILx0yKxempcL1wFJq3eptdkm4QnleVc3GEo6NtAaKOjsCw1zRYci3VpFxnAFZHajCrsbNJueTqBUifiwsDAF3lqpDUbgSJyD7xWoY+70Pl5ATpuaOAgyPUHftBWruRzQF9Ih8/wXKnxH+g9yhb8IEWA7lcbt/vYHFKS4HTwm8guR1hsYmq9/vQdR8CR1u/WwGvQxvwFXTvfAjZX9shC9kFUZpwQrZsIp0WjmePwPHsEWhr1oemU3/oajUC7PS9LglK1PePqAjYHIgeGhqKjRs3mpSdPXsWZ8+eNf45OxDd2dkZe/fuxaxZs7B7926cPHkSXl5e+PjjjzFlyhQ4OZm/zWbJO++8Aw8PD8ybNw+///47RCIR6tSpg0mTJqF169a2PkaBaesHQb77N7Ny6aVTuQei55YFwYKGZc0D0VM0BtxO0uKN0jzmlYiIiF5dCQIbe2WszIgOSxnRXW1b/JSVFj62LDk+Aa6VfG3qi4iIiCg/DB7loG3eAbIT+0zKRVoNZAe2QD1wTJ59JApmRBeeV7nKxKjqLsWdJNPA9/A44WOMXzp6HeR7fxesyvz4f4US3JxN/OgenGZ+Inh6j+zMIcDBEar3JpScTSGDAQ7rFkB25rBwtYsb0r9aCMMLNq82eHkjc/K8V+uzIiIiqwm94FdKKoJckvU7wVCmLHDXtP75jOhEREQvouXLlyM4OBgjR47E7NmzIZGYZuzVas1/hw0aNAgtWliOoaGilZaWhps3b8LZ2RkeHh5Ffn9Np35mgegAIDv8BzTtegDPZYEWmlcBltesLBHfioA07AymKpMQeC8D+udCt2S3AVFEKeTsVnLnbwvP0N++/68vEkHTZRA0XQYVqBt9ReETBsRPHkBftWaB+qZ/GQyQ3AyD5OoFiFKUNl0qufM3xE8fCncrEkM1bCK0rbsWbHgKD6j7joS622DITh6A7OBWiP95kud10muXIL12CbpKvtB0GQRts7e4nlWS6HWQRJyD5EYYROmpebd/jsHFHbo3G0BXox6/F5QrmwPRly1bhmXLllnd3t3dHTNnzsTMmTPzbNuiRQsolUqL9e3bt0f79u2tvndh0vu+Bn2ZchAn/GNSLg07A5VWC0iF/2qTLEyS3HOZJNUvKxxsfiFWzUB0IiIiemWpdAakaMxf8vNwtOKoMgCiVPOM6AaRCLDxeDqnMsILdUn/xOPlOuiOiIiIXmbqLoMgPXnA7Hhj2dFdUHcbDLhYftkuQ2tAps683FJGdAAI9JCZBaLfTNIiXatHKenLnQVaeuE4xDGPzcp1PgHQ1WlSqPfWe/shY9JcOM2aAFFGmlm97OguGBwcoR4w+uVf+DcYIN+0DLKju4WrSzkjY9LcFy4IPdsr9VkREZFNhDKiK+T//S7QlzbPSOmpTYWjTo1MiRw3E0vOKTNERFRyZGRkYPbs2fD19cWsWbPMgtABQGohToaKVkpKCmJiYlC1alWT8oyMDHzyySdISUnB4MGDi+Xz0letCV3VmpBEXjMpF8c8hiQsFLp6QSbllk6aKe1g/f9nS08dgMOq2RAZDJADGG6pYd7xutArPKBt3Mbqexclg6VAdAvBz2QDrRbScyGQHdgCycNIu3ZtkMmROeb/zL77BeLgBE37XtC07Q7J5TOQH9hs8cWKnCSP70OyYgY0YaFQffAlILPt1AF6wagyIT11APKDWwXXum2ybyN0PgHQdOoPbZO2gJTxqmSOs8D8Eomgrd8C8sN/mBanpUByKwy6mg0EL7N8HJ/lSVKDssL/Yb8Uq8bQ6s6CdUREREQlnVA2dADwcLQu8EkocyFKuZplW8iLu2cZwfLU+Hib+iEiIiIqCEN5b2gbtYLs3FGTcpEqE7LD26HpNczitZayS+UWiF7HQ4atURkmZXoD8HfC/7N33+FRVOsfwL8zszW9h5JAQvPSu4UuIIqIonLxKooN9IKIgIKK6AVBqghKseIPg6ggShNEkKAUEQWEUEUShISatqlbZmfm9wcG2MzZZDfZlvB+nsfnXs7Mzr5xI5mcec/3iLg5Tu964YFGUaD9bgXzkDhwqE8aiuWkZjC/OBvGOS+Bs1lUx3WbV0ExBFX4mdYEurXLoNu8inlM0RtgHj8bclIzH1flnhvlsyKEEOIe1r3V9amdSpS6ER0A6lvzkB5UB3+a7FAUBRwtZCKEEBJAUlNTYTKZMHToUEiShE2bNiE9PR3h4eHo1asXGjVqxHzdL7/8gv3794PneTRq1Ai9evVCSEiIj6uvHVJSUrBnzx4AwLFjxwAAy5cvx65duwAAt912G4YNG4a8vDx07twZHTp0QLNmzRAfH4/Lly/j559/xrlz59CiRQtMmzbNb1+H7a5/w7joqGpcu3uLuhG9CmGfDhQFunUp4BR1sFVViH0fCNgGTCU0AkpwKLiSIodx/vwZP1VUC5QUQfvTd9Bu/QZ8fo7HL68Eh8I8dgbkZq09fm0AAC9A6tQd5k7dwacfg/b7VdDs26EKMilP+9t2cIX5sLwwHQiiv69rGs6UC+2Pa6BNXQ+uhL1DfFUImekQPp4J+euPId5xP8Tb73U74I/UbtSIXg1Sx25AuUZ0ABD273LaiF6VRPRYo4CGIQLOFDtGU+3LriXbHRNCCCGEVEGuxUkjegUNU9fjihiJ6CFhbtcRHc9ORLfl57t9LUIIIYSQ6hDvGapqRAcA3dZvrmwbbAxivi7faXBCBYnoMezghIM5NbsRXUjbC+Fsumpcjq8Pe+eePqtDbtoKlrFvwTD/FXCiOhVVv3YZYDBC7P+Qz2ryJO2mr6Bb+xnzmKLVwvLCW5CbtvJxVVXj0melN0C8+z++L44QQohfmGzqRqdwfeWN6An/NKIX2xVklkhoEEKPcQkhhASOgwcPAgAEQUDXrl1x6tS1VGCe5zFq1ChMnz5d9bqZM2c6/Dk8PByzZs3Cww8/7NV6a6M9e/bgyy+/dBj79ddf8euvv17987BhwxAZGYnhw4dj//792Lp1K0wmE4xGI5o1a4Znn30WI0aMgNFo9HX5V0kdukGOiQefc8lhnGMkd7PCPsO0HATexQV75hLwl12IOneBojNAvH2gR67lFRwHuW5DCKcck6+pEd19XPYFaLeshnbHJnAWc+UvqAI5Khbml+b6bCdAuXELWEdPgS37ArQ/rIZ2x0ZwVnWoQhnNiYMwzngBlhdnQ4mM8UmNpHr4rNPQ/vA1NL9sBWf33i5bvCkH+q8/hm79cog97obYbzCUuHpeez9Sc9TsfXL9TGrWGkqoeltjzf5dgMx+gMeafAKAiEoaplip6MdNdhSLFa9SIoQQQgiprZw1oke5nIjOaERn3NtVpm5MOGwcI0W9gBrRCSGEEOJbcoMmsLe9VTXOlRRB+9MGp69zvs2x8/uqNlHs9KeDud6b5PY6RYFu/efMQ7YBj7i9c051SS07wvLcVCiM7c4BQP/V+9CkrvNpTZ6g2bYW+pUfMI8pggDL6KmQWnb0cVXVI7XsCMvoCj6rlR/UyM+KEEJI1bBCqa4PpJIjnSeilzmRb/d8YYQQQkg15ORcSQNevHgxwsLCkJqaiqysLGzatAlNmjTBokWLsHTp0qvnt2rVCosWLcLBgwdx8eJFHDp0CHPmzAHHcRg1ahQ2bdrkry+lxnr//fdhMpmc/vP+++8DAMLCwjB37lykpqbi1KlTyMnJQWZmJrZt24YxY8b4tQkdACBoICfdpBpmBUjlV7LArzJckcmt0ipiu+cRoAqBVr4k12ugGuOyLwI2qx+qqXn49OPQL56KoAlDodvyjdea0KX6STC/vthnTejXU2Lrwvbo8yiZ/zWsQ56BHOG8yVzITIdx+nPMRSIkQCgKhKP7YHh7IoJee/LK4gkvNqFfj7NaoNv6LYImPgrDov+BP6Xe6YLcWKgRvToEDeztu6qGeVMO+IzjzJcUMB7s8RwQqq14tR6rEV1WgD9yavDDPUIIIYSQasizSsxxlxPRWY3oVZhACtYJyNExFicWUSM6IYQQQnzPNvBR5rh28yqnD52cJqLrnc9Xhel4NAlTp3QezK25O/jxf6apUqOAKwlF9q79/FARILXvAuuzr0Hh2Pe4+pQF0Oze4uOqqk6zazMMKQuYxxSOh/XZyZDadfFtUR4itatdnxUhhJCqYz0LjNBdu6+qKBG9zAkTPf8jhBASWOR/whh1Oh1WrFiBDh06ICQkBF26dMGyZcvA8zwWLVp09fyBAwfi0UcfRVJSEgwGAxo2bIhnnnkGn312ZXcsVno6uXEooRGqMa64QBX6yb6vcqcRXf0sEAAUrQ7FGiMKBYPqH1FvhGIIuvqPXK8hrA88BfHex1x+X3+R6zIa0RUZ/KVzfqimhpBlCAd2wfjW8wh6cyS0v20Hp1QeCqtotQ7fJ678I0dEQ+x5D8yvLYQSFeeDL64CwaEQBzyC0nlfwjLiFShBwczT+JxLCJo+Gnz6MR8XSCpkF6HZvQXGN4bDOOclaA7/5tLLFK3Ove9bLTuM5nqcIkPz+88ImvYcjNNGQ9i3E5DZfRykdqM93arJ3rEbtDvUKzU1+3fB1qSlapyVghCm5cBz7jeiA8C+bBu616252x0TQgghhFSVs0T0aJcT0QtVY0qI+4noAFBgCEe96x4WAoCxxFSlaxFCCCGEVIfctBWkf7WFcOKQwzhvyoVm9w+w336v6jUmxnwVUPmDvXYxWpwqdEzr/NNkh9muwKhxcYvkAKL7jp2GLvZ/CNBUPunuLfZbegNWKwxLZ6uOcYoC/cezoOj0kDr39EN1rhN+/wn6T+Y4PW59egLst9zuw4o8r7Z8VoQQQqpOkhUUiurkzut3RlYiopmvvT4R/biJEtEJIYQElrCwK0E+7dq1Q926dR2OtWjRAklJScjIyIDJZEJERITT6/Ts2RPJyck4duwYCgsLr16X3FiUsEjVGCfLQGkRcN2zOtac1fUL/CrDFZqY45YX3sLXQS0xYoc6VOq2eB2+v5u9cDDQyfUaMsf582cgJzbycTUBTpag2fE9dJu+An8py+WXSfWSIN71b9hv6wvoakG/nkYLe7e7IDdsBsO8ieDzc1SncMWFMM4aD8tz/4PU7jY/FEmu+mfnU+2Wb8Gb1J+VM1Lj5rD1fwhSh26A4Ea7sGiD5tdt0G5eBSHrdKWnC6eOwLjwCOS4erD1fwj2Xvf4fJdR4j+UiF5NUouOUAzqbWs0+3cAinqiiXmT5EJqZ+soLbSM0/Zl19yUKUIIIYSQ6sh1ktzpUiO6aGNup1aVRHQAKA2OUI2FmtkpC4QQQog7NmzYgEGDBiE5ORnx8fFo06YNnn76aWRlXZkcF0UR69atw3//+1/cfPPNqF+/PhISEtCnTx8sXboUkkTJEzci2z3sVHTdxi8BSd3U5DwRveL7qrbR6uZsSQGO5NW8BE/+9J/QHP5dNa6EhkPsOcAPFTmy9+gP66NjmMc4RYbh/WkQDu31cVWuEw79CsP705wmSlkfewH27v19XJV31PTPihBCSPWwAqmAcgv8NFrI4ermq/q2a41QlIhOCCEk0DRt2hQAEB7ODvQpG7dYLJVeKzr6yqIss1n9nIbcGJRQ9vdR+cZxEysR3cWdkQGAKzIxx5WwCAxKNiIhWN0gueeSrcb2YjlrROcunPVxJQHOXArDO6/A8H9vu9yEbm/RAebxs2F+61PYew6oHU3o15ETG8H8+mJmqj4AcDYLDO++Bs2O731cGQEALvsCdJ8vRPC4f0O/6iOXmtAVjoO9Y3eUvrYQ5teXQOrcy70mdADQ6mDv3h/m6Z/C/NIc2Ft2cull/OXzMHw2H4a5E4DSYvfek9RYlIheXTo97G1uhfa37Q7D/KVz4M+dhpzguKLMZGWkILiwbYxBw6FNlBb7cxwnnvZl26AoCrhKEtUJIYQQQmobViI6B9furVhp6IDzia/KiCERqrEYawGskgK9QPdphBBC3KcoCsaNG4dly5YhOTkZDz74IEJCQnDhwgXs3r0bmZmZSEhIwOnTp/H4448jJCQEPXr0QP/+/VFYWIjNmzfjxRdfxJYtW/DVV1/RvMENRmrVCVJSMwh/n3QY57MvQLN3O+xd7nAYN9nU81UAEFnJg7120Y47+GllOx6/uAPGtaXge3eDzNgtMFDpvlvBHLf1Gwzo1SEU/iDe8QBgs0C/6iPVMU6yw7DwdVhenA2peXuv1SAc3Q/h8G/MRZ1OyTI0v2wB52RhjHXIsxD73u+hCgNDIHxWhBBC/MPZfVV4ufkqJTIWKHBM4Lw+Ef1Pkx2yolS6ozIhhBDiK927dwcAnDx5UnVMFEVkZGQgODgYMTExFV6npKQEJ06cQHBw8NWGdHLjUcIimONcUQGuv5tiJ6J7oBE9NBxansOoliGY9Js6WOq9w0VI6V3zvj+VmHgoWi040bG3jD9/xk8VBR6uMB+GeS+r5k1ZFEGA/ZbeEO8aArlhUx9U519KdDxKJy+Ecf4kCKeOqo5zsgzD0tmwFuRBvOcRgH5X8To+/Rh036+EsG+n04CP8hSdHmL3/hDvHAwlPsEzhXAcpNY3Q2p9M/iz6dD+sAqaPdvAMUJvrqc5dgDGmS/A8uIcpzuDkdqDGtE9QOrYTdWIDgDC/l2qRnRWEkL5ySdnOsbqVI3ol8wyskokJIbQR0kIIYSQG0seMwWBg4av/JderoidVq6EVK0RHYwUqxDZir/zipEUG1q1axJCCLmhffDBB1i2bBmGDx+O2bNnQxAc03ns9isTfCEhIXj77bfx8MMPIzg4+Orx6dOn45577sEPP/yAdevWYdCgQb4sn/gbx8E28FEYF76hOqTb8DnsHbsDesPVMVa6FM8BodqK76vaXJeIHmMrxOZDM9Gu5CxwEsDuL2F5fBzsve+r+tfhI9z5MxD271SNK4YgiH0G+b6gCogDHgFnMUO3frnqGCfaYFgwCeYJb3t+EYCiQPf1x9Bt/MKjl7XdNwzigIc9es1AUelnNf9VmCfOq1ELNgghhFTOaSJ6uQV+SlQsUK75JeG6RvRSu4KzxRKSQun5HyGEkMCQnJyM3r17IzU1FSkpKRg2bNjVY/Pnz0dBQQGGDBkCjUaDoqIiXLp0CU2aNHG4htlsxgsvvICioiIMHToUGg39nLtRKaERzPHrG8ctdgUWxpp29xLRnTwP/Of9hzULwuyDhSgot5hwwxkLMgrtaBRWw75HeQFynQYQMtMdhy9QIzoAcJfOwfj2BPCXz1d4nhIUDLHXvRDvuB9KVJyPqgsQIeEwT5wHw/vToPljN/MU/eqPwZlyYBs6GuDVuwqQapIlCAd+gW7zSgh/HXH9ZeGREPs+ALH3vUBVex5ceZ8GjWEd8Spsg0dA++MaaFPXgasg9Vw4mw7jtOdgnjAXSp1Er9VF/M/1n87EKXvbW6Fo1FsRaw7tUY0xV+vpXVsh1DlWxxzfn03b8xFCCCHkxpPHSESPcnHyiStxkohexV/KtBHqRnQAyL6cxxwnhBBCKmI2mzF79mwkJSVh1qxZqiZ0AFcf1NWrVw/Dhw93aEIHgODgYDz33HMAgN272RPGpHaTOnRjbqXKnz8Dw8LXAfHaFsPO0qUqS+AM1/FoHCYgQizB92mzrjShX0e/8kPAGvjbbOs2fgFOUaeXin0GAcGBt6jQ9sBTV5LaGTiLGcZ5L4M/85dH31O79jPPN6Hf+W/Y7n/So9cMNBV+VlaLVz4rQggh/sVa4AcAETrH+yo5MlZ1TrytAFr5WqLcCRM9/yOEEBJY5s2bh9jYWIwZMwYPPfQQJk+ejHvvvRczZsxAYmIipk2bBgDIy8tD586d0adPH4wcORJTpkzBqFGj0KlTJ6xevRotWrS4ei65MbnSiM6arwLcTEQvNKnGFEMQoL3SfxWi5fH0v4LV5wBYfNR5Y2Ugk+sx5gMvZAKya2nKtRV/+k8Yp4+usAldjqkD69DRKHnna9geevbGa0IvozfA8vxUiD0HOD1F9+Ma6JdMA2xWHxZWy1nN0P64BkGvDINx4esuN6FL9ZNgefpllM5bCfHex7zahH49JTIGtn+PQMn8VbA+OgZybF2n5/I5FxE0fTT49OM+qY34BzWie4IxmLmNKn/xnGqsOononZw0ov+ebWOOE0IIIYTUZrmMB3vRehdXXTtNRA+rUi1GJ9tHmrJzqnQ9QgghN7bU1FSYTCYMGDAAkiRh/fr1mD9/Pj799FNkZGS4fB2t9sqieVYjO7kB8Dxs9wxlHtIc/h2G96cB/2ydmc/aaUbnWnDCrWESvjs8B+2L1clKnKUUQtpvbhTte1z2BWh+2aoaV7Q6iHeyG4j9juNge+Q5pw+DuNJiGOZOAOehbZe1m76Cfu0yj1yrjNhrIGwPj6r9W/j6+LMihBDif04bpliJ6OXwUFDXln/1zyfyK97mnBBCCPG15ORkbN++HY888ggOHjyIDz/8EBkZGRgxYgRSU1MRHx8PAIiMjMTw4cOhKAq2bt2KRYsWYcOGDahTpw7efPNNbNu2DVFRUX7+aog/KaHsRsnrG8ed31e5PpdwfWP7tfeOcPjzM81DwGrbWvFXCXJYkewBTmEEU3CiDVzuJT9UExiEI/tgnDUWfGE+87gcHgXLqP+hdM7nEPsNBoxBPq4wAAkaWJ98Cbb7Hnd6ivb3n2CY9zJQQRo2qRxnyoVu9ScIHvcQ9MvfBX9J3W/KYm/ZEeaX5sD81v/B3qP/1QU2PmcIgnjHAyid8znMo6dCjohhnsYVFcA4axyEQ3t9XCDxlRq2h0jgkuskAocdH6xxJYWA3Q78k1LmdNsYFxvRk0IFROt5VdPVfmpEJ4QQQsgNKJeViG5wMRG92NlWfFVbIRwey54wLc2lRHRCCCHuO3jwIIArDeRdu3bFqVOnrh7jeR6jRo3C9OnTK73O559/DgDo3bu3V+okgc9+ax/IG78Az2hy1ezfCf3Hs2B9ZhIzuTPSlZ1mbFa8+fMsNCw85fQUzf6dkDr3dKtuX9J+vxIcIxFK7DkASngAPxTnOFifGA/YrNDu+VF1mC8ywTj7RZhfew9KXL0qv41m2zroV35QnUpVxNv6wvr42NrfhF7GR58VIYSQwGCyqndZAdTPAhVGIjoAJFjzcNZw5dhxSkQnhBASgBISErBkyZIKzwkLC8PcuXN9VBGpiZztUMxdFyTlfKcZNxLRWY3oYY7vXSdIwJDGQfj8r1KHcYsEfHy8BK+2r1qIlb/I9Royx/nzZyBVkFhcW2l+2Qr9J7PASexFBXJ8AswT5kK5Af/dVIrjYHvgScgRUdCnLGDuKKk5cRDGGS/AMm4mlOgbNEG+ivis09BuXgXNnh/B2V373U8RNLDf2gfiXf+G3KCJlyt0Ey9A6twT5uSbYHx7IvgLZ1WncDYLDAtehfXpibB3u8sPRRJvokR0D1HCIpjj1zc5uZqC4AzHcegUq1WNH8y1QZTZE1uEEEIIIbVVHisR3dVGdCeJ6KhiInp4DDsR3ZbPXllPCCGEVCQn58qOGosXL0ZYWBhSU1ORlZWFTZs2oUmTJli0aBGWLl1a4TWWLVuGrVu3okePHujXr58vyiaBSKOB+fk3nS620+75EfrP5iOfkZxQ6XyVXYRh4RtomHm44hIO7QFcnEj3Nc6UC+2OjapxRRAg9n/IDxW5iRdgHf4K7B26sQ+bcmCcPR5c3uUqXV6zewsMKfOdHle0Wrf+kaPjYRv0OKwjXgH4G2ynBi9/VoQQQgJHdRLRAaC+9VqowQkTJaITQgghpJbSaKAEh6qGuesSq6vbY3XleibVWPlEdAB4vlUI8/UfHy9BqZ1dR6CS6zppRGc0hdZ22u9XwvDhW06b0KXkf6F08iJqQq+Evfd9sIyeCkWr7lkEACEzHUETh0L/yWzwWa7v6HpDUhQIR/bB8PYEBL32JLQ7v3epCV0JCoFtwCMofftLWJ95NfCa0K+jxNRB6eSFkJq0ZB7nZBmGj2dBu/ELgLG4gdRclIjuIUpYJHOcK8yHEnGlManAyU1SuItbHQNAx1gdfsiyOoxZJOBonoh2MX7aYoEQQgghxMdK7TJK7epfTKJdXeBXXMgcV4Kr1ojORThJyyygRnRCCCHuk/9JZ9bpdFixYgXq1r0yEd6lSxcsW7YM3bp1w6JFi/D0008zX79582ZMmDABiYmJ+Oijj3xWNwlMSr2GME94G8ZZ48AxtknV/rQB4xtKGJ30iENCdYWJ6JIdhg+mQ5NW+TaaXGkJhOMHIbXuXKX6vUm7ZTU4UT3Rb7+tL5SYOn6oqAo0GlhGvQHDgtegOfK76jCfcxHGOS/CPOk9p/OXLMLvP0P/8Synxy1Pv3xly1fiOi99VoQQQgKLs+TO8s8CZSeN6AnXNaKfNNkhKwr4G2UXEUIIIYTcUJTQCHAlRQ5j1yeYu7rTjPM3UNiJ6IxG9JsitLgz0YAfMi0O43lWGV/8VYrhzdmN6oFIrpMAheNU6dWsHRNrLVmGbuUH0G1e5fQUe5tbYBk9BdAbfVdXDSZ16gHzhHkwLpjEnGPm7CK0O7+Hduf3sLfuDLH/Q5BadLxxdkSsjF2E5tdUaDevgpCZ7vLL5Ni6EPsNhtijP2AI8mKBHhYSDvPEeTAsmQrNwT3MU/SrPgKXnwvbI88BPGVp1wb0KXqI80Z009X/74ltYzrHspvN92XbXL4GIYQQQkhNl2dh31e5nIherE5EV4KCAU3V1mk620JQKDZV6XqEEEJubGFhVxZGtWvX7moTepkWLVogKSkJp0+fhslkUr12y5YtePzxxxEXF4cNGzagTp0a0kxLvEpu2BTmF2dD0RuYx/97ZhP+9/c3DmNO56tkGfqlc6H5/WeX31+zf4fL5/pMSRG029aphhWOg23AI34oqBq0OljGTIPUrA3zMH8hE4Y5LwFOFmOWJxzaC8P708Ap7Htu66NjqAm9qjz8WRFCCAk8rFAqHQ8YBccGDCWy8kZ0s6TgTBE7vZEQQgghpKZj7eB3/Y7GThPRXe2xsprBiepeKlYjOgCMcZKKvvhoMSS5BqX26vRQYtQJ3zdMI7pdhP6jGRU2oYvd7oTlhbeoCd1N8k1tYH7tPciRMRWepzn8O4xzXoLx9eHQ7PohYHfL9ImSImi/W4GgFx+G4eOZLjehS41bwDx6CkrnfA6x34M1qwm9jN4Ay5hpEHvc7fQU3dZvoH9/GsD4u5rUPNSI7iFKWARznCu4NmFUYHOyWs+NbWPaO0k931xuVR4hhBBCSG2W62SBX1Q1EtGdNZO7RKNBkV69hWBQcT4U2lKKEEKIm5o2bQoACA9n/2wqG7dYHOcCfvjhBzz22GOIjo7Ghg0bkJSU5NU6Sc0iN2kJy7iZULTsuaXXz6zBS2c3XP0zc75KUaBf/i60u39gXiNHE4JcjfqhnXBgNyAH1jbG2h/XgLOUqsaljt2h1GNvYRzQ9AaYx8+ElHwT87CQmQ7jvJcBs/prdjjv+B8wLHwdnGRnHrcOeQbiHQ9Uu9wbmoc+K0IIIYHJxHgWGKHnwZVPAtTpoYSod+arf10jOgAcN93ATRuEEEIIqdVYDeGOiehOGtH1riUsX9/U7vi+7DnXLvE6dIzRqsZPF0n47mzN6smS6zVQjfEXzvqhEh8zl8LwzivQ7vnR6Sm2AY/AOvyVKoeT3ejkhEYwv74Esgvzp0JmOgwfz0TQiw9D+90KoNwOCLUZd/k8dJ+/h+Bx/4b+64/Bm3IqfY3CcbB36oHSyYtgfmMJpM69AF7wfrHeJGhgfWoCbPcNc3qK9rftMMx7GWAk7ZOahRrRPcRpIvr1N0lOVuuFu5GIHqHn0SJC/cNw2zkrsorZD4gIIYQQQmqbaieiMyafqtWIDqA0KEJdj60QeU4mygghhBBnunfvDgA4efKk6pgoisjIyEBwcDBiYq4lj/zwww8YNmwYIiMjsWHDBjRq1Mhn9ZKaQ2reHpbn34QisB+0zMr4Cv89txUAEFm+EV1RoFv5AbSp6hRxACgQjLi77Sv4Nraz6hhfkAc+/Vj1ivckqxm6LauZh2z3DPVxMR5kDIb5pbmQEtj//QsZx2Gc/ypgZT885U8dhWH+q8y0MACw3fsYxJqWFh+oqvlZEUIICVysZ4HOUjvlKHUqekK5RvQTJnr2RwghhJDaid2IXgD8E/BU3R4rrtDEfl9n/V0chzGt1aFTALDwSFGNCp6S66ob0bniQsDJv5PagCvIg3HmWGiO7mceVzgO1qHPwzbkGaD8IlHiFiU6DqWvLYR4W18oLvy75E050H/9MYLH/Ru6z98Dd/m8D6r0D/7UURgW/Q9BEx+Fbuu34FyY21N0Btj6DELp7OWwPP8m5KatfFCpD3EcbA88BcuwcU6/XzTH/4Bx5gvgTLk+Lo54Ei3v8RCnieiF+Vf/v9PVejr3fsANbhyEN/c7pngqAFacKsXL7dTpCYQQQgghtY2zRPTo6iSiO0lAcJUYGgHkZzqMxdkKkFksIdpQw1crE0II8ank5GT07t0bqampSElJwbBh19Ii5s+fj4KCAgwZMgSaf1Jbtm7dimHDhiEiIgIbNmxA48aN/VU6qQGktrfCMnIyDIvfBKeo76kW/bUMJYIeEbp7Hca161Kg+34l85p2rR4DW03AgdBkrIvphBEXtqvO0ezbAVuATKJrf/qOeT9ob90ZspOU6hojJAyWiW/DOOMF8BczVYeFPw/BsPANWF6Y7jDOn/kLxnkvO304Yus3GLYHnvJKyTcsdz4rJzsZEEIICTysZ4HOGtGVyFjgrOPW7OUT0U/kUyI6IYQQQmonVp8VJ9mvpOIGhzLvq0K1HDS8q4noJvb7Mhrgy9zTwIDkUAGniySH8X3ZIvZcsqFLHb1L7+1vztKq+fNnIDvpb/M4ux2aX7eBz0wHZKny868j2CXULy5CcEgoBI1rz1g1f+wBn81ucFY0WlifmQT7Lbe7VQepQEgYrP+dDNv9T0D7w2pod24GZ6u46ZqzWqDb+i20P66F1Kk7bHcNgdykpY8K9iJZgnBgN3Tfr4Jw6ojrLwuPgnjHAxBvvxdg7JZV29j73AclPBKGD6aBE9W/5wpn02Gc9hzML82BwlhMQwIfNaJ7iiEIis6g+kv1+hV2BR5IRAeAh5sE4a0DhZDKLbb7/K9STGgbCp5WbhFCCCGklsutbiJ6MSMRPbh6v+Bx4eoEhTixEIdLJLSLYbyAEEIIqcC8efPQr18/jBkzBhs3bkTTpk2RlpaGHTt2IDExEdOmTQNwJTX90UcfhdVqRbdu3bB6tTrluUGDBhg6tAanPBOPkzr3gnW4FYaPZzKPf3LiI+z9Kxpo2g8AoP1+JfRr/o95rqLVIn/0W/jlj7oAgNTIligQjAiXzA7nafbvgu0/I/2fOCTaoHXSUG+751EfF+MdSngUzBPnwTjjefA5l1THNYd/g+H9abA8/QoAQLhwFoZ5E8E52f5U7DkAtkee8/9nVwu5/Fk99z/AyU4GhBAS6FauXIk9e/bg4MGDOHbsGGw2GxYvXuz0/rSwsBCzZs3C+vXrcfnyZcTHx2PQoEF4+eWXERIS4uPq3cdMRNezf4YqjET0ulYTBFmC9M8W7McpEZ0QQgghtZTTwM+iAijBoTDZ1Ank7vRXOW1ED3MeTCXwHJ5rGYKXflU/R3z1twJsvjsWRk3gz484bUS/cBbyv9p6v4BCE4wLJkGoxg6JRg+VohiCYHlhOqQWHTx0RXI9JT4BtmFjYXvgKWi3r4d267fgC/IqfA2nyND8/jM0v/8MqUkr2PoPgdShK8DXsGA3qxnaHd9Du2U1eDdS3qWEZIh3DYH91j43XPiE1KkHzC+9DeO7k8CVlqiO8zkXETR9NMzjZ0Fu3MIPFZLqoNlrD1LCIsDlXHQYc0hEZ9wkAUCEi8mdZeoGCbgjwYDNmY5N75nFEn4+b8Xt9Q1uXY8QQgghpKZxmojuSvK43Q7OrP7FprqJ6NrIKHU9YjHOFdnguekSQgghN4rk5GRs374dM2bMwLZt25Camor4+HiMGDECEydORGzslaaVS5cuwWq1AgC++eYb5rW6du1KjehExd7tTlisFhhS5quOCVBw69ezYa0XCi7vMvRfvc+8hiIIsDw3FcZ2nZB86iJOF0mw8Vpsim6Hhy/vcTiXzz4PPjMDcgP/JvZrdm8Bn5+jGpeatoJ8Uxs/VOQdSnQczBPfgXHGGPCMLU01+3ciRNBA16kvwr54B7yTh7PibX1hfWI8NaF7kSuflf7jWbA+Mwng3ZtHJoSQQDB9+nRkZmYiOjoa8fHxyMxU7wJRpqSkBAMGDMDhw4fRu3dvDB48GGlpaVi4cCF2796NTZs2wWAI7GdgrOROZw1TcqS6EV0DGfFiAc7rr8wz/VUgQpIVCC4mfxJCCCGE1BTOksm5IhOUOgnMsM9IN/qruCJ1M3lF71vmkaZBmPlHkepZ5KFcEeN+ycf73SPBBfg8iewkTZg/f8br781lX4Bx7gTwl7K8/l6VkcOjYHlxNuSGTf1dSu0XEgZx4KMQ7xoCzZ5t0P6wCkLW6UpfJpw6AuPCI5Dj6kHsNxhij/6APrCfq3OmXGi3fgvt9vXgSopcfp29ZSeI/YdAatX5hp5rlf/VFuZJC2GYN5E5T88VF8I4azwso6dAanurHyokVUUz1x6khKlTMB0b0dU3ScEaDtoqTB4NaxbEHE85Wer2tQghhBBCapo8RiI6zwHhusrvq1hp6ACgVHPLK2OU+l6QhwJTdj7jbEIIIaRyCQkJWLJkCf78809kZ2fjyJEjmDt37tUmdADo3r07TCZThf9s3LjRj18FCWT2PvdhV++nmMd4WYJh4RvQpyxgHlc4HtZnX4PUvgsAoF30tfSWtTGdma/R7N9RvYKrS7JDt/EL5iHbwEdr3QMAJb4+zBPnOV1wafhtO5p/NAUCo/kZAOwdusE6/JWal0ZUA1X2WWn3/Ah9ynxAYQedEEJIIFu4cCHS0tKQnp6Op55i33eUeffdd3H48GGMHTsW3377LaZMmYJvv/0WY8eOxYEDB7BkyRIfVV01sqKgUFT/XR3hpBGdlYgOAAnWawmCFgn4u0jyTIGEEEIIIQGkokZ0gL3AL8KF54Dlr+Pq+5YJ0vAY0TyYeeyrdDM+Oq4Ouwo4IWGQGT1s/AXvNqLzZ/6CcdpzgdGEHp8A8+uLqQnd17Q62Hv0h3n6pzC/NAf2lp1cehl/+Tz0n7+H4HFDoFv9CTgn85X+xGdmQP/xLASNfwi671a41ISuCBqI3e5E6bSlsEx8G1Lrm2vdHHRVyImNrvz36WTRDGezwLBgEjQ7v/dxZaQ6KBHdg1jbxnCFpqv/v4CZglC1v1z6JRhQx8jjotnxmt+dNSPXIrmWBkoIIYQQv/Pn9sTbtm3DvHnzkJaWBo7j0LZtW0yYMAE9e/b0xJfmVXmM+6ooPQ/ehV/cuOJC5nj1E9GjmeOlebkAkqp17argTx6G8NcRyPH1IXXsTr/UEkIIIYQptf39SE034Y0z36qOcXbR6eusT02A/ZbeV//cPkaLNX+bAQCbo9rCwmlhUBxfL+zfBdz/pEfq5grzIRzYDf7CWddfY8plbpMqNWgMqc0tHqkr0Cj1k2Ce8DaMs8aytzt18hnbW3WGZdQbgIamj32lss9Ku30DFL0Rtv+MpHt7NwlpeyGcPAyINt+8od4Ie+vOkJu28s37ERLgevXq5dJ5iqJg+fLlCAkJwYQJExyOTZgwAZ988glSUlIwfvx4L1TpGUWiApmxZijcSXKns0b0+lbHreyPm0Q0DqefyYQQQgipXZw9lyvrs2KFfUa4k4h+Xb/W1ffUGQB95TvsPN8qBGtOm/FngV11bNJvBWgZpUW3OnqXa/EHpV4DoNAxLMudeTR3CccOwPDuZHAW/weoSo2awzxuJsDo4yM+wnGQWt8MqfXN4M+mQ/vDKmj2bAMnqf+bcnhZSRF0Gz6H9vuVsN/aB2L/IZATGvmoaAZFgXBkH7SbV0Fz5HfXXxYcCvH2eyH2vR9KZIwXC6y5lOh4lE5eCOP8SRBOHVUd52QZhk9mw2rKg3jPIzQfWgPQrIUHOU1EVxSA49g3SU5SECqj4Tk83CQI8w8XO4yLMrAy3YxRLd1rRCOEEEKIf/hre+KVK1fi2WefRUxMDB5++GEAwJo1azBo0CAsW7YM9913n0e+Pm/JZSSiR7k6+eSlRHTWokQAEE2+T0TXbvgc+tWfXKvhtr6w/neyz+sghBBCSOAzWWW8l/QAQiQLxmdtcuk11kfHwN6jv8NYn/oGvLHvyoK/Eo0BW6NaY2DuAYdzhMx0cJfPQ4mrV62aufycK+lKuZeqdZ0y4j21Lw39enLDpjC/OAfGOS+Cs1oqPV9q1gaWMdMAra7Sc4lnVfZZ6TavAvRG2B7wzIKOWk+WoV/2DrQ/f+fzt9at+wzWB56CeN8wn783ITVVeno6Lly4gD59+iA42DGBMjg4GLfccgu2bduGrKwsJCQk+KnKirFSOwHnyZ1yZOWJ6ABwwmTHPQ2rVxshhBBCSKBxnoh+5TlePjMR3Y1GdEYiuhLmWihVsJbH532i0GdDtmrHG0kBntieh58GxiIhJHDb7uS6DSCcOOQwxudcAqxmQG/06Htp9qZC/+GMSpuMvU0JDoX9lt6w/ue/Hv8aSdXJDRrDOuJV2AaPgPbHNdCmrgNXWlzhazi7CO2uzdDu2gx7q84Q7xoCqVUnn83hcnYR+l+2wLhtLYSsDJdfJ8fWg3jnYIjd7wIMQV6ssJYICYd54jwY3p8GzR+7mafoV38MriAXtkeeo507A1zg/kSsgVg3SZxoAyxmwBiEAps6BsFZCoIrHm0arGpEB4DlJ0swskUwuFr8AI0QQgipLRYuXIhGjRqhQYMGmD9/PqZOner03Ou3J54yZcrV8SlTpmDBggVYsmSJS6lQJpMJEydORHR0NH7++WfUr18fADB27Fj06NED48ePR+/evREaGlrtr89bchmTT9EG1+6rnCWiI6R6ieisRYkAAFMee9xLOFMudOs+cxjT7vkR4p3/hpx8k09rIYQQQkjgy7fKAMdhYuNHECxZ8OyF1ArPt/57BMQ7HlCNt4jUoFm4Bif/SYpaG9NJ1YgOAJr9OyH2f6haNetXLPRYE7ocnwB75x4euVYgk5u0hGXsDBjeeRmc6DzpXkq+CebxM11KByPeUdlnpVv3GRSDEeLd//FDdTWIokD3+Xt+aUIvo//2U0Cro8+KEBelp6cDABo1YqfdNWrUCNu2bUN6enrgNqIzAqkA58mdisuN6M5/dhNCCCGE1FROE9GLTLDYFVgk9TG3EtGL1MFUzprfWZqGa/FRz0j850f1c74ci4zHtudhU/9YGDWB2Zsl12OvZOQvZEJOauax99Fu+Qa6LxaBUxhbAwGQGjaD5cVZUMKjXL6mxWJBZmYmEhMTXQ5hI4FPiYyB7d8jYBs4FNqdm6H94Wvw2RcqfZ3myO/QHPkdUkIjiP2HwH5rH0Cj9U6RxYUwbv0WLX9cA62TcDsWqUlL2O4aAqljN2qWdpfeAMvzU6H/bD60P29knqLb+i04Ux6sz06i8JQARo3oHqSEs5uPuMJ8KMYg5gRUeBUT0QGgcbgG3erosOui45aix0127MsW0TmO/sMjhBBCAp0/tideu3YtCgoK8Oqrr15tQgeA+vXrY8SIEZg1axa+++67q0npgSiPMfvkaiI6a+IJABQvNaLrSgpglRToBd9MRAmHfmU2rAjH/6BGdEIIIYSoXJ2v4jiMbvYkgmUrHr3ETh+xDXwU4j1Dmcc4jsP9yUbMPlgEAPguugMkcBDg+BBKs696jejc+TMQ9u2o8uvLs93zyA3zcEBq0QGW0W/C8N5kcJL6flpKaATzS3MBYzDj1cSXKvus9Cs/gKI3wN5nkO+LqwkUBbpVH0K3ba2/K6HPihA3FBZeCQ4ID2fPz4SFhTmcVxGLpfIdQLwhu4jdMB7MSeyaOB5BxmDw5hKH4frlGtGP5dn89jUR19lsNof/JcSX6PuPeAI1exKf0+qgGIPBlbsX4opMzhf4VTcR3Y1GdAC4K9GIV9uHYuYfRapjf+SIGL/HhCXdIgIyKFSu66wR/axnGtEVBbqvP4Ju45dOT7G37AjL89MAIyVDk+sYgiDe8QDEPvdB2L8Lus2rIJw6WunLhKwMCB/Pgvz1xxD7PgDx9oFANXc8L8NdOgftltXQ7vgenM21370UjofUsRts/R+C3KSlR+q4YQkaWJ98CUpEjCpwr4z295+uLFR6YToQFOLjAokrqBHdg5w1H3FFJijx9VHA3Damejcjw5oFqxrRASDl/hhxIAABAABJREFUZAk1ohNCCCG1iCe3J961axcAoHfv3qpjffr0waxZs7B79+6AbURXFMUriejOkhdcrsvJosR4WwHOl0hIDvPNrbcmbS9znM90fdswQgghhNw4rt/mWOF4PH3Ts6jD29D3wu8O59n6PQjbg09XeK1BSdca0XN1odgR0Ry3m445nMOnHwVnyoUSEV2lenUbv3SasOQuKbEx7F3u8Mi1agqp3W2w/Pd1GJa8CU659tnLdRJhmfi2xx7ekOpz9lmVMaQsgEVvgL3bXX6oLrBp1y+HbtNX/i7jKvqsCPG9ixcvQqxgBxBvSc8RAOhV49b8bGQy/i4HgOCQcBjLNV+VT0T/q8CO02czEaBhm6ScS5c8s3MPIVVB33+kqrRaLZKSkvxdBrkBKaHh7jWi612/IfJEIzoATGgbikO5IjadVTenfnmqFO2jtXimReA1Rcr1GjDH+fNnqn9xux36T+dCu/sHp6eIt/aBdcQr3kuuJjUfL0Dq3BPmzj3B/3XkSkP6/p2Vzv3yplzoV38M3frlEHv0h9hvMJT4+hW+xum13HjfMorOUO33JQwcB9sDT0KOiII+5V3mfKjmxEEYZ7wAy4uzoUTG+KFIUhFqRPcgJSyCOc4V5EGSFRSK6r+wqpOIDgADGxoRpjOh0OZ47W9PmzHjlnCEaqt3fUIIIYQEBk9uT1x2rcaNG6uOlY2VnVMZf6QxlYgKrIzt+MIF2aV6BFMuc9ys0QHV+no46LV6aEWrw2isWIj0fDPq6nww0SLZEXRkH7u6zPRakZ5F6T7E3+h7kHgCJUyRQGIqN6ck8QLe6joO3eUfoU1dB2g0sN39MOy97wMqSXdqHqlF8wgNjpvsAIC1MZ1UjeicokD4Yzfst9/rdq1czkVo9mx1+3XlKToDpBYdYH183A35MEy6uRcsIWHQfrEYSl42pFadIA0d7dYWycQ3pJt7wWqzwPDxLOZx/SdzoOgNkDr38m1hAUy7eRX0337q7zJU6LMipHJliecFBeyd7MqS0MvOq0idOnU8V5gbtDYLgBLVeNOEeCRGsh/JCrF1gezzDmPlE9FFhYMUUQ/JYTfGLi41lc1mw6VLlxAfHw+djsLCiG/R9x8hpKZSQiOAy473QlyhCSZGIBXgRiK6zQrOYma8n/uhVDzH4YPukej7XTZOFthVxyf9VoCWUVp0raNekOhPSmQsFL0BnNXx2SB/4Wz1LmwphWHRFGgO/+b0FNtdQ2B76L8ATz1rxDVy01awNG3lVjI5Z7NA9+MaaLetcy+ZXJbcSmK/+rKIaI8nsRM1e+/7oIRFwvDBNPYu8JnpME5/DuaX5kKpy15wQ/yDGtE9SAl1koheaGI2oQNAhL56P3SNGg4PNQrCxyccJ7ZK7ArWnDZjWDPaSpcQQgipDTy5PXFFD+5CQ0Ndvg7gn4Sp8xYOgFE1zpsLkZmZp35BOQ0uXVC9WtIZkHnhYrVr0xtDVY3o8bYC7MvMRkMbo3vew4LPnESMpZR5jD9/Bpln/gb42vHQktJ9iL/R9yCpKkqYIoGG9WAvxKiH2HcYxPuGuX29+5ONOP7PdsXrYjrh3VMpqnM0+3ZWqRFd+/1KcJL6nsrWZxBsj73g3sUCcMtkX5JadEDJ5MXIzMxEYmIiLZAJYPZud8FitcCQskB1jFNkGN6fBotWD6ndbb4vLsBotm+A/sslzGOKIMAy+k1I7bt4t4bU9TCkzFeN02dFSOXKwhEyMtg7upWNs4IVyvPXz7USmT1HFhdqgMHAfiTLxcSrxupb88ApMhTu2jPEjFIereLo53VNoNPp6N6K+A19/xFCahpWQnnFiegu7o7MSEMHnAeMViZMx2NFnyj02ZCt6v+yK8Dj2/Pw08BYJIQEUBsez0Ou0wDCmZMOw1x1EtELTTC+8wqE0yecnmL9z0iI/R+q+nuQG5oSXx+2x16A7f4nod2+AdofvwXvJGSuDKfI0OzbAc2+HZCatITtriGQOnZTPxO3lEK7czO0P6wGX24xcEWkhEYQ+w+B/dY+N2SoiT9InXrAPGEejAsmgSstVh3ncy4haPpomMfPgty4hR8qJCwB9BOw5nOaiF6YX/3VehV4rJm6ER0Alp8soUZ0QgghhHiVPxKmcnPtANTpWI3iI5GYWPkkeygYDeGh4UhMTKx2bUJkNFCY4zAWayuE2RCBxMSgal+/MkH7nCeE8pIdSToeUt3qf53+ROk+xN/oe5AQUtuw5qwiqxGcMCjJiBn/NKJnGaLxe2gjdC5ybCgTjh8ASoqA4FCXr8sV5EH780bVuCIIEO/+zw3fWE5qN3ufQbBaLdCv/EB1jJMkGBa9Acv42ZBadPBDdYFBs3sL9J+9wzymcBysz74GqUNXr9dh73MfrFYzfVaEVEHjxo1Rt25d7N27FyUlJQgOvvZ8q6SkBHv37kXDhg0r3QnQn6rSMKVExarGdIqEWLEIl3XXAilOmETcywhmIIQQQgipyVh9VlyRCSZL9XqsuEIT+/0Yje+uahquxYc9IvHwNnUoVo5FxrDtedjUPxYGTeDMUcn11I3o/MUsQLIDgnstg9zl8zC+PRH8pSzmcUUQYB3+Cuxd7qhyvYRcFRIGceBQiHf9G5q9qdB+vwpCFnvR8vWEU0dhXPQ/yLH1IN45GGKP/uBKS6Dd+i2029czm5qdsbXoAGnAI5BadqS5Zz+Qb2oD82vvwfD2RPD5OarjXHEhjLPGwfLcFAp9CBDUiO5BSmg4FI4DpziufuOKTChwMvkUrqv+X1RtonVoF63FwVzHpIXfs0UczxfRPJJW4xBCCCE1nSe3J74+PT0qKsrhWFFRkcvXAfyTMFWssLfhqhNqcKkeobRIPRgW4ZGvRRsZDZQLEogXC3DRyvnk35X+2P4Kjxsvn4M9uZnX6/AFSvch/kbfg4SQ2kCUFRTb1bv4ReirPl/VLEKLlpEaHM2/slXx2phOqkZ0TpKgOfSrWw+mtD+sBifaVOP22/pCifH94khCfE28+z/gLGbo1n2mOsaJIgwLJsE8cZ5rWxDXMsK+HdB/Mks1L1/G+tQE2G/p7bN6xLv/A85qhm4tfVaEuIPjODz22GOYM2cO5s6diylTplw9NnfuXBQXF2P8+PH+K9AFJpv67yGBA0IqaEaSI9WN6ACQYM0r14hur36BhBBCCCEBRglV7wTNiSJKitVhnIAbjegeTkQv07+BEa+0C8Wsg+pnjQdyRIzfY8LibhHgAqRpVa7XUDXGSXZw2Reh1HF9gSd/5i8Y5k0EX5DPPK4YjFd2IWvducq1EsKk1cHe7S7Yu94J4cg+aDevgubI75W+jM8+D/3n70H37VLAagUnufb7lCJoYL35dpxu3QWxHW+j54B+Jic0gvn1JTC+PQE8YzcHzmaF4d3XYH1yAuw9+vuhQnK96sdxk2sEDRCibtriCvOrvW1MZR5rxk7YXP4X++aMEEIIITWLJ7cnLjsnPT1ddaxszJXr+Euuk51mog0uTj4VF6rGFMY9XJWER6qG4myFyCry/sNCLi8bwln1Z3o93oWV4oQQQgi5cTjbwS+ymjv4PZB8bZ5qbQz7AZRm/07XL1hSBO22taphheNgG/CIu+URUmPZ7n8CtruGMI9xVguM8yaCP/OXj6vyLyFtLwxL3gQns/8+sz46BvYed/u4KsA2iD4rQsqkpKRg5MiRGDlyJNauXQsAWL58+dWxlJSUq+e+8MILaNWqFRYsWIAHHngAU6dOxQMPPIAFCxagQ4cOGDlypJ++Ctew7q3CdXyFjUisRHQAqG913H7+RL7IPI8QQgghpCZzllBuLzAxx10NT+CK2MFe1UlELzOxXSj6O9mh+YtTpfjkROD0acl1GzDHWQ2dzvCZGTDOHOu0CV0OjYD5lQXUhE68i+Mgte4My4S5KJ3+KcRud0FxIdWfKy1xqQldCQ6FbeCjKH1nJYqfeBGWuMDdietGo0THofS1hZCatGIe52QZhqWzod3wOeAkpIL4BjWie5gcqm4+4gpNKGCkIACur9arzIPJQTAK6huur06ZYZXoPzJCCCGkpiu/PfH13N2euGvXK9uRp6amqo5t27bN4ZxAlOtkO75oFxf4sSaflBB14kJVKGHqe0G9YkdBASOF3cOEw79Veg41ohNCCCHkevnOGtGrGZwwKMl49f//GVwPx4Lqqc4R0n4DbFaXrqfdthacpVQ1LnXsDoWR7ERIrcVxsP1nJMTbB7IPl5bAOPclcOf+9m1dfsKfOAjDe687faBo/fcIiHc84OOq/nH1s7qXfbjss3Lj4T8hNdWePXvw5Zdf4ssvv8ShQ4cAAL/++uvVsT179lw9Nzg4GBs3bsTIkSNx8uRJLFq0CCdPnsTo0aOxbt06GI1GZ28TEFihVBGV7IzsrBE9wZrn8Oe/Cu0QZXreRwghhJDahfVcDQDkQhNzPLy6iegeaETnOQ4f9ohE03B2E+yrewuw+6Jrc17exkpEBwD+gou/i1pKYVj0P3BmdnO9HFcP5tcXQU6+qaolEuI2ObERrCNeQem8r2C7ZyiU4NCqXyu2HqyPvYCS+atgGzwcSkS0ByslHhMSBvPL82Bv77yHRb/6E+iWvwvIkg8LI9ejRnQPY23jwhXkO02YcvUmqTIReh73JalX3OVZZWw6a/bIexBCCCHEf8q2Jy4uLsbcuXMdjpVtT/z44487jJeWluLkyZPIzMx0GL///vsRFhaGjz76COfOnbs6fu7cOXz88ceIjo7GPffc470vpprynDSiR7mSiC7ZwZUWq4a92YgOAGJ+PhQvr8DVpO2t9Bw+87RXayCEEEJIzeKtHfwah2vQJkp79c/rGKnonM0CwYVtVGE1Q7dlNfOQ7Z6hVa6RkBqL42AdNg7ibX3Zh4sKYJzzIrhL55jHaws+/RiM818FJ9qYx20DH4Xo778jOA7WYWMhdunHPlxUAOPs8bX+swokGzZswKBBg5CcnIz4+Hi0adMGTz/9NLKyshzOS09Px6hRo9ChQwfUqVMHzZs3x6BBg7Bp0ya33q9169aIiIhg/jNgwABPfmkB7f3334fJZHL6z/vvv+9wfnh4OGbOnIkjR44gOzsbR44cwfTp0xEaWvXmAl8pYDWiV3JfJUe61oguykB6ofd33COEEEII8SUllP18jmM0oodqOWh4FxPRnTSye6IRHQDCdDxW9I5CqFZdj10Bntieh6xi/9+7KfH1ofDq+1H+/FmXXq//bAH4i5nMY1LDZjBPXgQlnpKjiX8okTGw/XsESuavgvXRMZBj1WEozkhNWsH8/JsonbMcYt/7AX1gL3omAHR6WJ6fCrGn8z4W3ba1MCx50+UAHOJZle9RQNzCaj7ii/K99mDvesOaBeOrdHXT+fKTpbj/ui2RCSGEEBI4UlJSriY/HTt2DMCV7Yl37doFALjtttswbNgwAFe2J960aRMWLFiAtLQ0tG3bFocOHUJqaipze+L9+/dj4MCB6Nq1KzZu3Hh1PCIiAnPnzsWzzz6Lnj174v777wcArFmzBnl5efi///u/gH64l2tVr2LVcEAYY7KnPK6EnUzubKLLXUo4uxE9zGxCvlVGlEHwyPuo2O0Qju6v9DQ++zxgKQUMdG9ICCGEeMOGDRuwdOlSHDp0CKWlpYiPj0fnzp0xdepUl3au8bV8K3uhXHUT0QHg/mQj0vJEAMDamE549ew61TmafTshdehW4XW0P29k7mhjb92Z0pbIjYvnYR3xCjibFZr9O9WHTbkwzhkP86SFUKLj/FCgd/FnT8H49kRwFnYAi63fg7A9+LSPq3KC52EdPhGczQLNvh3qw7X8swoUiqJg3LhxWLZsGZKTk/Hggw8iJCQEFy5cwO7du5GZmXn15/S+ffswcOBAiKKI/v37495770V2djY2bNiARx55BK+88gpeeeUVl987LCxMNV8DAA0aNPDY10cCh4lxb1XpzshBIVD0BnBWi8Nw/XKN6ADw7WkzJrXXqsYJIYQQQmoqZ43hmuICQO845k7QJysRXdFqAYPnmk2bRWjxYY9IPLJNfd+WbZExbHseNvWPhUHjWvO8V2i0UOLqgyvXTO5KIrpm12Zof9nCPGZv2QmW598EjPS8kQQAvRHiHQ9A7HMfhAO7oft+FYRTR1SnKRwPqVN32O4aArlJSz8USqpN0MD65ItQIqOhW/sZ8xTN7z/DWGSCecx0oBpp+cR91IjuYaxEdBQXosgiMs8Pr2RLPnfcFq9DkzANTpVLRNh+3oozRXY0DKWPmxBCCAk0ZdsTX+/XX3/Fr7/+evXPZY3oZdsTz5o1Cxs2bMDOnTsRHx+P0aNH4+WXX3Zre+KHHnoI0dHRmDdvHr744gtwHIe2bdtiwoQJ6NWrl0e+Nm/JY+w0E2XgwXEu3FcVFzKHlZCw6pZ15TpOEtFjxUJklkhea0TnTx11ui2e6txzf0Nu3MIrdRBCCCE3Knca3AJJvpMd/CptmHLB/clGTN1/5d5rf2gyzuqj0cCa63CO5uAvsNrtgMbJnJVdhHbTV8xDtnserXaNhNRoggaWka/D8O5r0BxW7y7A51yCcc6LME96F0p4lB8K9A7u/BkY5rzE3OkKAMQed8P2yGjAld8PfaXss1rwGjSHf1Mdrq2fVSD54IMPsGzZMgwfPhyzZ8+GIDj+bm63X3umMnv2bJjNZqxYscIhtfzll19G165d8e6772LcuHHQ68t1xTgRHh6OV1991TNfCAl4rFCqSgOpOA5KZKyqOah8IjoAfHqiBONah8Loz2YmQgghhBAPYvZYAdCXqBvR3Qn6ZIUaKKERHv9d8e4GRrzcLhSzD6qDsA7kiJi414T3urKfHfqKXK+BKtWcP38WUBSn/z6482eg/2wB85jUuDks42cCGlogSQIML0Dq1APmTj3AnzoK7Q+roTnyGxSdEfbOPSD2GwwlzvXUdBKgOA62+5+EHB4Ffcq74BT17+HCiUMwzngBlpfmQImM8UORNybqTPYwVvMRpygQCwoBOP4Q1nBAsAcniziOw2PNgvC/fY4NVgqAFadKMam9ZxqsCCGEEOI577//vmoL4oqUbU88c+bMSs/t3r07TCaT0+N9+/ZF377s7dwDWa5F/ctEtIuTT6yJJwBAiGcS0WUnjejxtgJkFUtoG+2Rt1HRpO11+Vw+M4Ma0QkhhBAPc6fBLZA428HPE4noSaEatI/R4o8cEeA4rI3phDHnfnA4hyspgvDnIUgtOzKvodm9BXx+jmpcatoK8k1tql0jITWeVgfL89NgnPcyhD8PqQ7zFzNhmD0eUsfufiiucrzdjrqFhQgKC4PG2YKU6ykKNLs2g2ck2wGAeEtvWJ98MbCa0MtotLA8/yaM77wM4YSTz2rOSzC/ugDw0EJpcoXZbMbs2bORlJSEWbNmqX5GA3D4/vv777/BcRzuuOMOh3MaNGiAFi1aYO/evSgpKXG5EZ3cOBRFgYmxyM+VBX5yVKyqOaiZlK86L8ci4+uMUgxrFlz1QgkhhBBCAoizRHRDaQFQbp1uhBtBn8xEdCfvVV0vtwvFoVwRmzMtqmMpJ0vxWNNgdI7TeeW9XSHXbQhgt8MYZy4BV5AHJYLx4NJmhWHxFHA29dejBAXDMvINakInAU9u0hLWJi1hrWDBBanZ7L3vgxIWBcMHb4IT1QHRQlYGjNOeg/mlOVDqNfRDhTceakT3MGcpmCjMB+C4tWaE3sXkTjf8p3EQpu0vhL3c7n8rTpbi5bahEHj6y5UQQgghNVseoxE9yuBiI3oxuxFdCfVMI7qz5IY4WyGySiSPvAeLwGhEV7Q6cKJNNc5nnfZaHYQQQsiNyN0Gt0DiPBHdM/NH9ycZrzSiA1jHaEQHAGH/TnYjuixBt/EL5nVt9wylBwiElNEbYB43E8Y5L0LIOK46LJz7G8K5v31flwt0ADy1ibe9fVdYn5kE8N7Zhcoj9AaYx86Ece6LENIZn1VWBozzJ8E8aQEgBObPjZooNTUVJpMJQ4cOhSRJ2LRpE9LT0xEeHo5evXqhUaNGDuc3b94cf/31F7Zu3eqQiJ6ZmYljx46hVatWiIpyPbneZrNhxYoVuHjxIkJDQ9GhQwd06tTJY18fCRwldkX1bA5wbWdkJTJWNRZvzmOmVC4+UozHmgZ5/PkiIYQQQohf6PRQ9AZwVsem5xCz+nmeOzv4+bIRnec4fNgjEn2/y8ZfBeowilkHC/FNP/8l8sr1GjDH+fNnIDEa0fVfLILg5Fmi5emXocTW9Wh9hHgV/d5Uq0mdusM8cR6M8ycxd0/kcy8haPrzMI+fCblJSz9UeGOpfrwRceCs+UhTrE4ucGXyyV3xQQLuTDSoxs+VSth+3urx9yOEEEII8bVcRsNUdRPRFU8lzgWHQeHVtcSJBcgs9k4jOpeXDSEzXTUutb4ZMmNbdz4rwyt1EEIIITeqsga3AQMGQJIkrF+/HvPnz8enn36KjIzA/rnLSu0EgHA3HuxVZFCy8er/3xV+E3I0IapzNPt3AbK6Ds3vP4O/dE41LiU2htT2Vo/UR0itYQyC+cXZkBIb+7sSv7C37ATLqDeAAF3048AYBPOLcyA1YH9Wwqkj0OzY5OOiareDBw8CAARBQNeuXTFs2DBMnToV48ePR6dOnTB58mSH8ydPnoz4+Hg8/vjjeOyxxzB16lSMHj0a3bp1Q1JSEpYtW+bW+1+6dAnPPfccpk2bhokTJ6Jv377o3bs3Tp+mReK1jbP7qggX5qyUKHUjumC3oWeo+rnenwV2bDtHz/sIIYQQUnuwGsTDLIWqMXd28GM3onsmlIolXMdjRe8ohGjUfWDbzlnx22X/3b9dSURX48+fUY1p9qZCu30D83xbn0GQOvXwaG2EEFJdcrM2ML+2EDLj92oA4EoKYZw9HsLBX3xc2Y2nBszM1izOEtF1RSZVvIs7q/XcMaxZMDaeZW35UoK+CeomdUIIIYSQmkJRFOQyEtGjXU1EL1FPXAGAEuKhySeehxIaAa4gz2E4zlaIH72UiC4c/o05bm97KzRWC/hytQhZGcxELUIIIYRUTfkGt1OnTl09xvM8Ro0ahenTp1d6HYtFPZfjbblm9ZaVYVoOos0K9RH3xWmADtEaHMi1Q+IFrI/piKcu/uxwDm/Kgf3PNNiT/3VtUFEQsX4585oldw6BzUrNV55gs9kc/pfUcBodrGOmI/ztCdBcyvJ3NT4jNmmJgmcnA7IC+OHv0SoRtLA+/xbC336J+Vlpv/sSxTf3ARg7bBA1g6HiZx45OTkAgMWLF6Nt27ZITU1Fs2bNkJaWhrFjx2LRokVITk7G008/DQBo1qwZtm7diieeeAIbNlxrwIiKisLQoUORnJzscm1Dhw7FbbfdhhYtWiA4OBinTp3C4sWLsXLlStx777345ZdfEBoaWoWvmgSiAhsjDh2uPQuUGYnoAPB8PTN+Pqn+Hl98tJie9xFCCCGk1lBCI4Cciw5jUTb18zxXFvgBAOwiuNIS9vt4UbMILUa1CsGcg0WqYzP/KMKaO/VefX9nnCWicxfOOv750jnoP32bea7UoAls/xnp8doIIcQT5IRkmCcvhuHtiRDO/606ztmsMLw7GdYnX4K9x92+L9AFGzZswNKlS3Ho0CGUlpYiPj4enTt3xtSpU5GQkAAAWLVqFdatW4ejR48iJycHiqIgMTERt99+O55//nnUq1fPr18DNaJ7mLNEdGOJSd2I7sZqPXf0qa9HvSAe50sdm7Q2nbUg2ywh1kgT2IQQQggJbMLxP6D7+iNw2Rch3dQW1ifGAyFhKBTZ2xxH6127v/F6IjoAJTwSKNf8HW8rQFaJejs+T9Ck7WWOS21uBn/hLHB0n8M4V1QAriAPCmO7PVJ1nCkX2m1rodmbykxvrYzC85ATG8PevT/E7ncBhqDKX0QIISQguNvg5szFixchip5o/3bdxQI9AMf7qBBeQmZmpsfeo0eYBgdydQCAdTGdVI3oAGDdsRnnNcFX/xz2VxpiGFsAWyLjkB6XBHiwPnIlrZfUHtqHnkfTz+ZAX5Dr71K8rqRuQ5wa9Azky9n+LqVKtA+NQdPPZqs+KyHnAoq3rEF+q1v8VFnNodVqkZSUVOE58j+7buh0OqxYsQJ1617ZRr5Lly5YtmwZunXrhkWLFl39Ob1//34MHToULVq0wE8//YRmzZrh8uXL+Oijj/DKK6/g119/dTkV/ZVXXnH4c5s2bfDhhx8CAFauXInPPvsMo0ePduMrJoHMZPNsIjoA9DEWol5QtOp53/bzVhzLF9EiUut+oYQQQgghAYbVZxXLakR3MeyTKzS5/D6eNqpFCD44VozCcosUt5+3Ys8lK26L90MzujEYckQMeFOOw7BDIrpog2HJVHCWUtXLFb0Bluf+B+j800hPCCGuUKLjYH7tPRgXTILw1xHVcU6WYVg6B1ZTLsSBjwZMaJ+iKBg3bhyWLVuG5ORkPPjggwgJCcGFCxewe/duZGZmXm1E/+abb5CRkYHOnTsjPj4eiqLg8OHD+OCDD/DFF19g8+bNaN68ud++FmpE9zBniejBZnXTk6e2OS5Pw3N4pGkw3j7kuMrOrgBfpZfi+VaUsEEIIYSQwMXlXobhvdfBlRYDAPjffwJnNcPy4mzkMdLQASDK1UT0YvXElaI3eHTyRAlV3w/GioXIKvZCIrrdDuHoftWwlJAMJSoOcgI7qY3POg2JGtE9gj/9J7RbVkOzdzs4qeqLDThZhnDmLwhn/oLu26UQewyA2Pd+KLF1PVgtIYQQb3C3wc2ZOnXqeL3W8iwnCgA4/vyKCdIiMZHdDFUVj0VJWHDaBAD4MbIVigQDQiXH1OKYU4chDHvhyuSvoiD8i3eY1xLveQSJDdnbCRP32Ww2XLp0CfHx8dDpdP4uh3hMIkpeWQDu83ehPf4HONk7OzP5k6LVwdquCywPP4f6wTV5rjsR1v+MhP5D9a4ZCb/9iJA7HwB47zxDuJGEhV1ZeN6uXburP6PLtGjRAklJScjIyIDJZEJwcDCeeuop8DyPzz//HEFBVxYIJyUlYcaMGThz5gzWrl2LX3/9FbfeemuVa3ryySexcuVK7N27lxrRaxGT1Ukjuq7yh9vOGtG1BTl4pnlrTNmvns9acrQYi7qxn0kSQgghhNQkSqh61+JYUZ0qHqF3rWmQKzI5eZ8Id8qqkgg9j+dahmDmH+xU9PV3+S8VXd2Ifi0RXbfqIwh/n2S+1vrEi1DqJHq1PkII8YiQMJgnzoPh/TehObCbeYr+m6XgTLmwPfo8wPs/zPmDDz7AsmXLMHz4cMyePRtCuR0S7fZrz28+++wz5s6AKSkpGDNmDGbNmoXPPvvM6zU7Q43onmYIgqLVgiuXYBXGaER3dbVeVTzaNEjViA4Ay0+WYnTLEHABsqqDEEIIIaQ87bY1V5vQywiHfwOKTMi1slOio11tRGckoish6gmu6lDC1Q8B420FuGiWYZUU6AXP3Yfxp46CM6u3F5TaXEnOkxMasV+XlQGpVSeP1XHDkewQDuyGbstqCCcPe/zyXGkJdJtXQfvDakgdu8F252DITVsHzMpsQgghjtxpcIuIiHB6HdYEorcViup7oyijxqO1NDYAt8SVYu9lG6yCDt9HtcWQbMcdXYTL5xCUexFyQjL4EwehzTiuuo4cFQuu1wAYNJT86Wk6nc4v33/Ei+olwjbxbdjsdkDy7U4L7rBYrDiXlYX6CQkwGNx4GK/RAoIGtSKL7dbekNenXNnN6jqa838j+MQfkDp09VNhtUfTpk0BAOHh7N/9y8YtFgvOnTuHM2fOYODAgVeb0K/XvXt3bNy4EWlpadVqRI+OvrIwvLRUnTZIai5nieiuhFLJkexGdD4vG090CcacQ0UoLbdF4Kr0UrzRMQxxtAsyIYQQQmo4VoN4sGyFUbLCLFz7zc/lRHRnuyMzGt694b8tQrDkaDEKyqWi77hgxe6LVnSt4/vfZuV6DYFjBxzGeFMOYC6BcPwgdFtWM18n9rgb9i53+KJEQgjxDJ0eltFToU95F9qfNrBP2bYWfEEeLM++5tfdHsxmM2bPno2kpCTMmjVL1YQOABrNtfZuZ3P4gwYNwpgxY5CRkeG1Wl1BcRqexnFQwqJUwzGMbWPCXUhBqKqkUA161lX/h3KywI69l21ee19CCCGEkGqR7NDs+kE1zCkK+OyLyHWSiB7twjbHgJNEdE83ojN2yAmXzNBLNlwo9WwaoSZtL3P8aiN6/SQonPrfDZ/p319CaqySImi/X4mgiUNhXPQ/rzShX49TZGj27UDQW2NgnPIsNLu3APbAbSQihJAblTsNboEmn5Hc6Y3ghEFJxqv/f21MZ+Y5wv6dAADdhhXM42L/h640nxJCXKfRAHpjAP9jgKzTA3qDe68TalG+Ds/DNuBh5iHdhs8BRWEeI67r3r07AODkSXW6nyiKyMjIQHBwMGJiYiD+EzCUk5OjOvf6cb2+eg8p9+3bBwBo0KBBta5DAovJxv7vNcKVOavQcCiM+xwuPwcReh5Dm6oXRthk4JMT6nACQgghhJCaxllSeazo+EzPpfsqVJCIznh+5w3hOh6jW4Ywj838Q/2c0heUuuzfPYQjv8PwySzmMaleEqyPPu/NsgghxDsEDaxPjId10BNOT9Hs24Gglx6Gdv1yoJi9gMnbUlNTYTKZMGDAAEiShPXr12P+/Pn49NNP3Woq37JlCwCgefPm3irVJdSI7gVKWIRqLM7GSER38SapqoY1YyeGppyklA1CCCGEBCbh8G/gC/KYx7i8bORa2I3cLieiM36JUELCXC/QBc4msuLEQmQWe7YRXWA0oisGI6Smra78QaeHEl9fdQ6fRY3o7uAuZkG3/F0Ej/s39F+9Dz7nks9rEP4+CcNHMxA0/iFo16UAhSaf10AIIYTNnQa3QKIoCjO5M9LFbY7dcV+SEWVX/T66LaycuolUs38n+NMnoDnyu+qYEhoOsecAj9dFCCGBwH7bHZCj41XjQsZxCMf/8ENFtUtycjJ69+6NjIwMpKSkOBybP38+CgoKMGDAAGg0GjRv3hxhYWHYu3cvUlNTHc7NysrCsmXLwHEcuna9llQviiJOnjyJ06dPO5x/8uRJZuL5yZMnMWXKFADA4MGDPfRVkkBQ4CQR3aVFfhwHhZGKzuVlAwBGtggB6w5t6fESmO20YIUQQgghNZvTRnRbkcOfXU9EN7n1Pt7wbIsQ5hzbros27Lxg9VkdZeR6DZnjho9ngSspUo0rWh2sz71xZTE4IYTURBwH8f4nYHliPDO4DwD4gjzov1mK4HFDoEtZAO5Slk9LPHjwIABAEAR07doVw4YNw9SpUzF+/Hh06tQJkydPZr5uzZo1mDlzJt544w0MGTIEzz77LBo2bIhJkyb5sHo1r0eHrFixAs8991yF5/To0QPr16+v8JydO3di4MCBTo8vXrwYQ4cOrVKNnsZqPooT1avavJEwdb0BDYyI1JuQb3WchFr7txmzbglHmJffnxBCCCHEXdqdm50e4/OzkWtgP9SLcjkRndGI7uGt+FiLEgEgzlaIrBLPNaJzedkQMtNV41LLTg5poXJCMviLmQ7n8Of+BmQJ4Gn7ZqcUBcKxA9BuWQ3h0K/gXEwiVDgOUrsukOPqufV2QvoxCKeOVnoeX5AH/befQrdhOey33QHxjgchN2js1nsRQgjxrLIGt9TUVKSkpGDYsGFXj5U1uA0ZMsRhC8VAUGJXIDJurbwxX1UvWMCt8TrsuWRDkSYIqZEt0T/vkMM5wpm/oF/+HvP1tn6D6cEXIaT20mgg9n8I+s/VfwdqN3wOqUUHPxRVu8ybNw/9+vXDmDFjsHHjRjRt2hRpaWnYsWMHEhMTMW3aNABXks7ffPNNjB07FoMHD8add96JZs2a4dKlS/juu+9QXFyM0aNHo0mTJlevff78edx8881ITEzE4cPXds365ptvsGTJEnTp0gWJiYkICgrCqVOnsHXrVoiiiPHjxzs0tJOaz8TYaYYDEObi7shKVCyQfd5hjM+/0ojeKEyD/g0M2HTWcYedXKuMVemlePym4KoVTQghhBASAJw9V1MlorvaiO4kyMfTzwMrEqbj8XyrULy5X90rNvOPQnSrEwOO83wYhDPOGtE5K3sHR+ujYyAnNPJmSYQQ4hP22++FEhYJw/vTwIk25jmczQrdtrXQpq6D1L4rbP0fgty0FeDlv6fLdt5bvHgx2rZti9TUVDRr1gxpaWkYO3YsFi1ahOTkZDz99NMOr1uzZo1Dr3X79u3x6aefIikpyav1VsbrT8Bat26Nl19+mXls/fr1OH78OPr06ePy9bp27Ypu3box3ydQsFbRxdnUNxfhXm4EN2g4DGkUhA+PO27NV2pX8O1pM56giSlCCCGEBJJCE4Q/djs9zOVlIy+S3YjuUiK6LAGsVf0eT0SPYo7HiwXIKrZ77H2Ew78xx+1tbnH4s5TQCJp9OxzGONEG7vJ5KHUSPVZPrWGzQrPnxysN6FmnKz//H4ohCGLPARD73g/FzSb0Mnz6cWi3fgPNb9vBSRUvWuBEEdodm6DdsQnirX1gffJFwMDeEYkQQoj3udrgFkhYzVIAEOmlHfzuTzJiz6UrE71rYjqrGtGBKwuzylMMQRD7DPJKTYQQEijEngOgXb8cfGG+w7jm2AHw6cchN/bv1ro1XXJyMrZv344ZM2Zg27ZtSE1NRXx8PEaMGIGJEyciNvZaEvUTTzyBhg0b4oMPPsBvv/2GLVu2IDg4GG3atMETTzyBIUOGuPSe3bt3x8mTJ5GWloY9e/agtLQU0dHRuOOOOzB8+HD07t3bW18u8RPWTjNhOg68iw+u5ahYlI8LKEtEB4DnWoaoGtEBYMnRYgxrFuTTRiZCCCFkw4YNWLp0KQ4dOoTS0lLEx8ejc+fOmDp1KhISEpiv+fvvv9G1a1eUlJTgySefxPz5831cNQlUzpLKY8Ryiegu7uLHFTFCqQQNEBTidm3VMaJ5MBYdKUZeuTm4Xy7ZsOOCFT3rGXxWixIeBcUYDM5cUum54q19YKedCQkhtYjUsTvME9+Gcf4kcKXFTs/jFAWaA7ugObALUuPmsN31EKSO3QDBOy3Wsnzl54NOp8OKFStQt25dAECXLl2wbNkydOvWDYsWLVI1opft+GcymZCWlobp06ejZ8+eWL58OXr27OmVWl3h9Ub0Nm3aoE2bNqpxm82Gjz/+GBqNBg8//LDL1+vWrRteffVVT5bocaxE9GDZiiDJglLh2o2EqzdJ1fFYs2BVIzoApJwsoUZ0QgghXuPKBNSqVauwbt06HD16FDk5OVAUBYmJibj99tvx/PPPo1491xs5W7dujczMTOaxrl27YuPGjR75uoh3afdsrbD5lsvPRi6jYUovAMEaF+6rSouZqdZKiG8S0WM9nIiuSdvLHJfa3OzwZzmRnVjAZ2ZAokb0q7j8HGhT10G7fT1zktIZOa4exDsehNj9LsBYvftruXFzWBtPhm3Is9dqKVYvaC1P++s28BcyYRk/E0pEdLVqIIQQUjXuNLgFinwbe7ePCC81ot+bZMTLewugANgQ0wHSSQ4CKt9xROwzCAgO9UpNhBASMHR6iHcOhv7rj9WHvlsBywvT/VBU7ZKQkIAlS5a4dO7tt9+O22+/3aVzGzZsCJPJpBrv1q0bM1SJ1F4FjDkrd3aaUSLV94ucpRQwlwDGYHSJ16FdtBYHc0WHc/4ssGPbOSv6JviukYkQQsiNS1EUjBs3DsuWLUNycjIefPBBhISE4MKFC9i9ezcyMzOZjeiyLGPkyJF+qJjUBK4morsa9skVmdTvERru9WTb8kK1PMa0CsEUZip6EXrU1ftuMSHHQa7XAEL68QpPk+Prw/rEeJ//uyKEEG+Tm7VB6euLYfhoJoTTJyo9X0g/DuPiKZBj6kC8czDE7ncDRs+GwoWFXQlMbNeu3dUm9DItWrRAUlISMjIyYDKZEBERoXp9REQEevTogdWrV6Nz584YOXIkDh06BK1W69E6XeW3PYE3btyIvLw8DBgwAHFxcf4qwyuc3STF2Qrxt/G6RnQvJ6IDQKsoLTrGaLE/x3Fi6kCOiCN5IlpF+ecbjxBCSO3kzgTUN998g4yMDHTu3Bnx8fFQFAWHDx/GBx98gC+++AKbN29G8+auJ36FhYUxJ7EaNGjgsa+PeJGiQLPj+wpP4fOzkWdRP9SL0vMuTdQ4bS72dCJ6uHpRIgDE2wqw31ON6HY7hKP7VcNSQjKUKMd7a2db5wlZGZA6+29FbKDgT5+A9ofV0Pz2EzjJ9cR6e/P2EPsNhtTuVoAvn1lWPUpULGyDh8M28NEr6ew/rIZw/u8KXyOcOQnjm6NgfnE2lPpJHq2HEEKIa9xpcAsEzhLRvTVfVSdIQNc6Ouy6aEO2Lhy/hDdD94I/K3yNotVBvHOwV+ohhJBAI/a+D7qNX4ArdQyW0RzYBT7rNOSEZD9VRghxhYmxyM+dBX5KFHvhIpeXDaV+MDiOw3MtQzBiR77qnMVHi6kRnRBCiE988MEHWLZsGYYPH47Zs2dDEBznxu129hz74sWL8fvvv+PNN9/EpEmTfFEqqUGUUHZgVKztWiJ6qJaDhnc1Ed3EeI+IqpRWbcObB2PR0WLklHu++etlG346b8Xt9X13DyfXbVhhI7qi0cIy6n/VDl0ihJBApdRrCPP/3odwbD+036+CxskO9Nfjcy5Cv2IRdGv+D2LXu5z2BTu8j04P+12V76jXtGlTAEB4OPvnYNm4xaLeHe16YWFh6NSpEzZu3IiMjAzcdNNNlb63N/itEb0sIn7YsGFuvS4jIwNLliyBxWJBvXr10KNHD7cSU32BlYgOAHFiIf42XmsMcnW1XnUNaxaM/Tkm1XjKyRLMuTXCJzUQQgi5MbgzAfXZZ5/BYFD/cp2SkoIxY8Zg1qxZ+Oyzz1x+7/Dw8IDfNYU4x//9J4SsjArP4fLYiehRLj7Uc5Ys7WyCq6oquhfMKvZMIzp/6ihz+zypzS3qeuLqQtHpwdmsjtfIOu2RWmokyQ7hwC7oflgN4a8jLr9M0Whhv60vxH4PQm7QxIsF/kNvgL3XPbD3HADh6H5ot6yG5tCvTk/ncy8haPpzsIyZDql5e+/XRwghpEbLd9KIHumlRHQAuD/ZiF0XbQCANTGdK21EF3sOgBIe5bV6CCEkoASFQOxzP3QbPlcd0m78AtZnX/NDUYQQV7EW+bnzHFBmJKIDAJ+XDemfBeeDko34374CnC91fK/t5604mieiJYVPEUII8SKz2YzZs2cjKSkJs2bNUj0DBACNRt2CdPLkSbz11lsYN24cWrdu7YtSSU2jN0LR6sCJNofhmOsS0d25r3KaiO4HIVoeL7QKwev72Knover5LhVdrldxeJvtPyMhJzXzSS2EEOI3HAepZSdILTuBz8qAdvPX0Oz5EZxdrPhlpSXQbf3GpbdQQsNdakTv3r07gCv3SuWJooiMjAwEBwcjJiam0mtdvHgRAPyWhg74qRH97Nmz+Pnnn1G/fn307dvXrdd+/fXX+Prrr6/+WaPR4JlnnsG0adOYN7rlVbZCwBO0xmCw1qzF2RxvLAyKDRaL66mLVXV3PQ6vCIC5XN/TZ3+W4PFGWjQO82yCI1Gz2WwO/0uIL9H3H/EEVsN4ee5OQDm75qBBgzBmzBhkZFTclExqF83OzZWew+VnI6/8DQ2AaINr9zLOEtGVEA9PPmm0UIJCwJUWOwzH2QqQVSJBUZRqTypp0tjNyKxGdPAC5PpJEE47NnrxmTfgf2MlRdD+vBHaH9eAz73k8svk8EiIt98He5/7nC408CqOg9SqE6RWncBdOAvt1m+h3bkZnE39uw1XWgLD3AmwDn8Z9i53+L5WQgghNYbJ5iQR3YuN6AMbGjHh1wLICrAuphPeSVc3W5ZRBAFi/4e8VgshhAQiW7/B0P7wtWohsebXbbDd/ySUuMAK5SGEXFPAuLeK0Lk+/+M0ET0/++r/1/Icnmkegin71Y1MS44VY3E3P8xZEEIIuWGkpqbCZDJh6NChkCQJmzZtQnp6OsLDw9GrVy80aqTenVWSJIwcORKNGjXChAkTsHfvXj9UTgIex0EJjQCXd9lhOFa8lojuznwVV6h+HuivRHQAeOpfwXjvSDGyy6Wi/5Ztw7ZzVp/tbCPXbej0mL1DN4h97/dJHYQQEijkhEawDn8ZtsHDof1xDbSp68GVsMMNvSE5ORm9e/dGamoqUlJSHAK958+fj4KCAgwZMgQajQZFRUW4ePHi1RT16y1fvhz79+9H48aNmfdjvuKXRvQVK1ZAlmU8/PDDLjWPA0BMTAymTJmCO++8Ew0aNEBpaSl+++03TJ06FUuWLAHHcXjrrbcqvc7FixchihWvYKguY4kFrHamOJvjzU7BpXMo9s3CNvSN1mHDZceP2yoDo3fm4oPWVri4gw2ppkuXXG94IsTT6PuPVJVWq0VSUlKl51VlAoply5YtAIDmzZu7VafNZsOKFStw8eJFhIaGokOHDujUqZNb1yB+YrNCu+fHSk/jRBFKcQGAEIfx6ABLRAcAJTxS3YguFqLErsBkUxCpr97Nl5Cm3iZKMQRBatqKeb6c0EjViM5dPgdYLYC+9m/dzF3MgnbLamh3bQZndX1hqtSwKcR+g2G/5XZAq/Niha5T6jaAbdhYiP0fgnHeRPAXMlXncJIdhg/fgjX3EsR7hgI+StMghBBSs7BSOwEg0o2GKXfFGQV0q6PHjgtWnDHG4kBIEjoU/808137bHVBi6nitFkIICUhhERB73QPdFseEJU6Wodv0FaxPjPdTYYSQyrAW+bnTMOW0ET0v2+HPT9wUjDmHilBqVxzGv04vxRsdwhAfROFThBBCvOPgwYMAAEEQ0LVrV5w6derqMZ7nMWrUKEyfPt3hNe+88w4OHTqEH3/8ETpdYMyxk8CkhEYAqkb0a8/1XF7gJ9mZTYRKWEQ1qqueYC2PF1qHYPLvrFT0QvSp75tUdDkhmT0eEw/L8JfpWRIh5IalRETDNng4bAOHQrPrB+h++Br8pXM+ee958+ahX79+GDNmDDZu3IimTZsiLS0NO3bsQGJiIqZNmwYAyMvLw80334z27dujadOmqFevHkwmEw4cOIBDhw4hLCwM77//vk9qdsbnjeiyLGPFihXgOA6PPvqoy69r3ry5Q0NacHAwBgwYgE6dOqFr16748MMPMXbsWMTGsidqytSp4/0HWHxoEHM87rqbpFAth6QGiV6vpcwLIXZ8t7kASrnxPwoFpFpj8WTT2t+A5E82mw2XLl1CfHw8/YJFfI6+/4ivVGUCCgDWrFmDEydOwGw248SJE9i2bRsaNmyISZMmufX+ly5dwnPPPecw1qFDByxduhTJyexfrElg0BzYpWradia4MAcIKdeIbnC1Ed1ZInqYS693hxIaCZRrEC5blHi22I5IfdX/PubysiFkpqvGpZYdAQ17qyU5Qb0QhFMU8Of/hpz8ryrXEvAUBdr1y6FbuwyczG62U72E4yF17AZbv8GQm7UO2Ik3JbYuSicvhvHd1yCcPMw8R7/6E/DZF2F9fCwg+GUNMiGEkACW76QR3ZuJ6ADwQLIROy5cSfpdF9OJ2YiucBxsAx72ah2EEBKoxLsegnbbOnCS426qmp3fwzbocSgR0X6qjBDijMWuwKLexA8ROjca0cMioAgCOMnxQny5RvQIPY+hTYPw8fESh3GbDCz9swST2nt+nosQQggBgJycHADA4sWL0bZtW6SmpqJZs2ZIS0vD2LFjsWjRIiQnJ+Ppp58GABw+fBhz5szBmDFj0K5dOz9WTmoCJUwdGhVjuy4R3cX7KuehVBFVqstTnvpXMBYeKcYls+N83P4cEVuzrOiX6P2eLSWuHuwtOkBz7MC1MUGAZeQbQHCo19+fEEICnt4Ie59BsN8+EMIfv0D3/UoIfx3x6lsmJydj+/btmDFjBrZt24bU1FTEx8djxIgRmDhx4tVe6JiYGEyYMAG7du3CTz/9hLy8POh0OjRo0ACjRo3Cc889h/r163u11sr4vBvhp59+QlZWFnr27OlSumpl4uPjcffddyMlJQX79u1D//79KzzfYPBBw3VMPHM41nbdaj0975ta/tGpLvBsCzs+OFaiOvbWwVLckxyCxBBqTvE2nU7n08+dkOvR9x/xNncnoMqsWbMG69evv/rn9u3b49NPP3XrPmHo0KG47bbb0KJFCwQHB+PUqVNYvHgxVq5ciXvvvRe//PILQkPpF+hApdnxvcvn1rPk4Y+QJIexqGo3onsnEb28uH/uBbOKJbStRt+AcFidhg4A9ja3OH2NnMhejMFnnq69jeh2EfpP34Z29w8una4YgyH2HACx7/1QYut6uTgPCQmDecLb0H8yC9q925mnaH/+Dlx+Niyj/gcY2QtmCSGE3JhYqZ1aHgjWeHcR1j0NDXhxDyApwJrYzpj692rVOVKnHlDqOd8umBBCajMlOg72rv2g3bHJYZyzi9BuXgXbf0b6qTJCiDOs+yrAzQV+vAAlIgZcruPOplx+turUkS1C8MnxElX41NLjJRjXOhRGL9/PEUIIuTHJ/4S96HQ6rFixAnXrXplH79KlC5YtW4Zu3bph0aJFePrpp2Gz2TBy5Eg0atQIL7/8sj/LJjUEq1E8Trz2XM/V+yqu0OTk+p5/FuiOIA2Psa1D8epv6meVMw8W4o4E36SiW598CUhZAOHEQShRsbA8NRFyk5Zef19CCKlReAFSx+4wd+wOPv0YtN+vgibtV7d2XndHQkIClixZUuE5wcHBbod5+prPO49TUlIAAMOGDfPYNaOjr3TylJaWeuya1aLRQAkOU233cv1NUrgbKQieMrlDGDadteBssWOaQrFdwfhfTFh1R7RPbmwIIYTUTu5MQF2v7N7AZDIhLS0N06dPR8+ePbF8+XL07NnTpfd+5ZVXHP7cpk0bfPjhhwCAlStX4rPPPsPo0aOr9fUR7+ByL0E4tl81rugNzBv5+tY81Vi0q5NPRerJHUWrA/SeX6Qjh6kb0WPFQvCKjKwSRkSWGzRpe5njUpubndfDSEQHAD4ro1q1BKzSYhgWvuGQ6uCMHFcPYr/BELvdVTMbtXV6WP/7OpToOtBt+pJ5iiZtL4wzX4Bl3EwokTE+LpAQQkigyreWb126ki7l7bmhGIOAHnX12H7eimNB9bE9ogVuNx27elzRaGG713PzhoQQUhPZBjwCzc7N4BTH5lZt6jrY7hkKeGFnL0JI1TlrRA/XuXdfpUTGAuUb0fPUjeiNwjS4u4EBG886zp3lWmWsSi/F4zcFu/W+hBBCiCvCwq7cg7Zr1+7qM8AyLVq0QFJSEjIyMmAymfDBBx/g2LFj2LJlC/R6vT/KJTUMqxE9TLJAJ4uw8VrXE9GLTC5f39eeuCkY7x4uwsVyqeh/5Ij4IcuCuxKNXq9BiasHy0tzvP4+hBBSW8iNW8A6egqskh0oLXbtRTdo/61Pu6Hz8vKwadMmREZG4p577vHYdfft2wcAaNCggceuWV1KWIRqLO76RHQ3J588IUTL490uEcxjW89ZsSrD7NuCCCGE1CquTECdPn0aJpOJ+fqIiAj06NEDq1evhtFoxMiRIyGKYrVqevLJJwEAe/eyG3eJ/2l2/QBOUTdBiX3uZ56fwGpEdzkRXb0dn7cSEBRGI7oABVFicfUa0e12CEfVjftSQjKUqDjn9YRHQWZMstXGRnQu9zKMbz1faRO6vUUHmMfOQOns5RDveKBmNqGX4XnYHnoWlmFjoXDs/x6EM3/BOO058FmnfVwcIYSQQMVqmIp0J7WzGu5P/ufBGsfh6X89g9SIlpDBoSA0Bpb/vga5QWOf1EEIIYFKqZMA+83qxfmc1QLt1m/9UBEhpCImq5NEdDdDqeSoWNUYz0hEB4DnWoYwx5ccLYbMmGsjhBBCqqtp06YAgPBw9nOVsnGLxYK0tDTIsoy+ffsiIiLi6j8DBw4EAPzf//0fIiIi8Mgjj/imeBLwnDWKx/7TZ+VyInoAN6IbNRzGtWHv4D3zjyIodA9HCCGBS9AAoRGu/RPi3104/MWnjehfffUVbDYbhgwZ4nTVY25uLk6ePInc3FyH8YMHDzLPf//997Fz5040btwYHTp08HTJVcZqPooVr29E930iOgDcXt+AoU3ZTTav7DXhsrl6CZ2EEEJuXO5MQFUkLCwMnTp1wvnz55GRUb0m2YDbNYU4kmVod36vGlZ4HuKdg6+klZdTz5avGnM5Eb2YkYjupRQ51qJEAIi3FSCruOr3W/ypI+DMJapxqc0tlb5WTlSnovOZtasRnT/zF4xvjoLgpNla4XmIPe5G6bSlsLz8DqT2XQBe8HGV3mPvMwiWF6ZD0bFT/vncSzC+NRrC8T98XBkhhJBAlM9omPLVfNU9DQzQ/JPRcNYQi37tJkHfMwW9+iyE1LmXT2oghJBAJ94zlDmu2/oNYKZ5DkICSYGN3TTkasNUGYXRiM6VFAFWdZDUbfE6tIvWqsb/LLBj2zmrW+9LCCGEuKJ79+4AgJMnT6qOiaKIjIwMBAcHIyYmBrfffjsee+wx1T/9+vUDADRr1gyPPfYYbr/9dp9+DSRwOQuOihWLAACRetfCPrlCE/v6Tp7b+drjzYJRL0h9j3goV8SmsxU/QyeEEEICmcaXb/b5558DAIYNc7697kcffYTZs2fj5Zdfxquvvnp1/LHHHoNWq0X79u1Rr149lJaW4vfff0daWhrCw8Px0UcfQRACp4mEdRMTb7vW/BTuo4Qplrc6h+PHLAsuldvuJd+q4OVfC/B/t0f5qTJCCCE1mTsTUJW5ePEiAECrVT9McUcg7ppCrhH+PAQ++4JqXGpzC5SIaChRseAunXM4xkpEj6pOIrqXVqMqYez7qTixEFkl9ipfV5PGTvd3qRE9IRkolxLOF+aDK8xnLqKsaYTDv8Gw6H/gLOxdfhSDEZbRUyG1vtnHlfmW1L4LzJMWwPDOq+AL1Qs3uNISGOZOgPXpibB37eeHCgkhhAQKVnKnqw/1qivKIKBXPT1+vK5JSuF4HDbJOGkS0Syier8HEEJIbSA3aAJ721uhOfSrwzhXUgTtTxsg9n/IT5URQspj7TQDuL/IT4lUN6IDAJefA6VOouMYx+G5liEYsUP9u//io8W4I4G9SJ0QQgipquTkZPTu3RupqalISUlx6PuZP38+CgoKMGTIEGg0GowYMYJ5jZ07d2LLli3o2rUr5s+f76vSSQ3grFG8LPDT1fsqrkgdSlXR9X3NoOEwvk0oXvpVXeesg0W4u4EBHOeb+TlCCCHEk3zWDb1//34cO3YMHTt2RMuWLd1+/dNPP4369evjl19+wUcffYQvvvgCFosFI0eOxC+//IKOHTt6oeqqkxnNPDFiEXjlymSUvxLRgSsJDG/fFsE8tuZvM747w27eIYQQQipSNgGVkZGBlJQUh2NlE1ADBgyARqNBUVER/vrrL+Z1li9fjv3796Nx48Zo1OhagrMoijh58iROn3ZMOj558iQz8fzkyZOYMmUKAGDw4MHV/OqIN2h2qNPQAUDsfjcAQGY8fKvPaER3NREdjMkn7zWiRzDH42wFyCqpeiK6kPab+r0MQZCatqr0tXKCOhEdqB2p6Jodm2B45xWnTehyRAzMk96r9U3oZeTkf8H8xhLIdROZxznJDsNHM6BdvxygrR4JIeSGlc9omPJlcML9yUbm+Nq/aV6KEELK2Jykoms3rwJslHhMSKBgLfAD3H8WKDMS0QGAz8tmjg9KNjITNX86b8XRPNGt9yaEEEJcMW/ePMTGxmLMmDF46KGHMHnyZNx7772YMWMGEhMTMW3aNH+XSGooZ4FJMf8koru60wxXZFJfm+eBoNAq1+ZpjzULRkKwOmj1cJ6I7ygVnRBCSA3ls0T0jh07wmQyVXreq6++6pCEXmbs2LEYO3as5wvzEiU0QjUmQEGUWIwcXRjCdf5dwTawoRH3JRmw7m/1TcxLe0zoVkfv9paBhBBCyLx589CvXz+MGTMGGzduRNOmTZGWloYdO3Y4TEDl5eXh5ptvRvv27dG0aVPUq1cPJpMJBw4cwKFDhxAWFob333/f4drnz5/HzTffjMTERBw+fPjq+DfffIMlS5agS5cuSExMRFBQEE6dOoWtW7dCFEWMHz8eXbt29em/B+ICcwk0+35WDcuhEZDa3QoAUCLV6fmJltwrjbPXpQG4lIguy+BKGInoTrb6qy4lnD1hFicW4mKpDJukQCe4dz/I5WVDyExXjUstOwKaylNDnTaiZ2VcuUZNpCjQrfk/6NalOD1FSkiGZfxsKNFxPizM/5TYuiidvBjGdydDOJnGPEf/zVLwORdhHTYO0Ph0syxCCCF+JskKCm3qxUiRPgxOGNDAiLG8CWK5vq01p82Y2C7MZ3UQQkggk5u1hnRTWwh/HnIY50250Oz+Afbb7/VTZYSQ6zlNRHdztxnFSSM656QRXctzeLZFCP63Tz3nteRYMRZ3q/k74BFCCAksycnJ2L59O2bMmIFt27YhNTUV8fHxGDFiBCZOnIjYWPbPMkIq4+x5XazN3UR0k/raIeEAHzj9T3rhSir6+D0m1bGZfxRiQAMDeEpFJ4QQUsMEzk/aWqai5iPAv4noZebcEoEIRkP8RbOMN/axt6shhBBCKlI2AfXII4/g4MGD+PDDD5GRkYERI0ZcnYwCgJiYGEyYMAEGgwE//fQTFi1ahFWrVsFms2HUqFHYs2cPbr7ZteTi7t27o2/fvjh16hRWrVqFJUuWYP/+/bjjjjvw7bff4o033vDml0yqSLN3OzhGepu9yx1Xm6pZD99CZCvCpGspmUEaDkEaF+6rzCXgZMZDwRDvNDk5S26ItxVAAXC+1P1UdOGwOg0dAOxtbnHp9XJCEhTGxBWfdZpxdg1gF6H/eFaFTej2Fh1gfm3hDdeEflVIGMwT5kK8pbfTU7Q/b4RhwSTArN5ZghBCSO1V4KRZKtKHoQQReh696+lV48dNdhzItvmsDkIICXS2gexUdN3GLwHJ7uNqCCEszhLRw9x8FqgwdgcEAC6f3YgOAI83C0awRj3f83V6KS5VYf6JEEIIqUxCQgKWLFmCP//8E9nZ2Thy5Ajmzp3rUhN69+7dYTKZMH/+fB9UWvusXLkSY8eORa9evRAXF4eIiAisWLHC6fmFhYWYNGkSWrVqhbi4OLRu3Rqvv/46iouLfVi1a1hhnwAQW5aIXp1GdC+FUlXHo02DmKnox/Lt2HCGUtEJIYTUPBR75yXOmo/ibAU4FpwQEGnj8UECZtwcjlG7TKpjKSdL8WCyET3rGXxfGCGEkBqtbAKqIsHBwZg0aZJb123YsCFzd5Vu3bqhW7dubl2L+J92xybmuL1H/6v/39nDtwRrHo5pggAAUa5uxVfMXmSnhHhp8skQBEWrAyc6NlGVJTdklUhICnXvVlyTtpc5LrVxbdEG9EYocfXAXTrnMMxnZrhVRyDgLaUIe+91aP886PQcsdudsD75kktp8bWaTg/rfydDiY6HbtOXzFM0h3+DccYYWMbPYu5EQAghpPYxMdLQAde3OfaUQclB+CFLvThx5M58pA6MRbDW//NnhBDib1KrzpAaNoNw5qTDOJ99AZq9268s6CaE+BXr3ipEw0HLu5mIHh4FhePBKY6N7byTRHTgyv3bI02D8PHxEodxmwx8cqIEr3WgnWYIIYSQ2mL69OnIzMxEdHQ04uPjkZmZ6fTckpISDBgwAIcPH0bv3r0xePBgpKWlYeHChdi9ezc2bdoEgyGA+oGMwVAEDbhyi21jysI+Xd1pplD9PNBZk7s/6QQOE9qG4oVfTKpjs/4oRO/6eoTSvBghhJAahH5qeYkSFsEcj/un+Sg8ABLRAeDhJkHoU1+dPgUAY3abUFJ+f2RCCCGEkGrizp+BkH5MNS4l3wQ5odHVP8tOtiNOsOZd/f8uN6IXOWtE99LDOI5jLkyMF6/UkVXsZiKV3Q7h6H7VsJSQDCXK9bTv6//9luHP/Q2w0uIDFJ+XjWafzYGugiZ0232Pwzr8FWpCL8PzsD30LCzDxkHh2P/NCGdPwfjmqJqbkE8IIcQt+U5SO32ZiA4AdzcwwKAOf8KfBXa8+hvt1kcIIQAAjnOaiq79bkWN+n2OkNqKtdtMlRb4aTRQwqNUw1wFjegAMLJFCFitWZ+eKIHZzl6ASAghhJCaZ+HChUhLS0N6ejqeeuqpCs999913cfjwYYwdOxbffvstpkyZgm+//RZjx47FgQMHKg0V8zmOYzaMlyWiu9pjxU5EV183EDzSNAgNQtQTY8dNdrRffQmLjxbDQvdyhBBCaojA6IauhZwmov/TfBShcy8FwVs4jsP8LhHMbfvOFEt4649CP1RFCCGEkNpMu/N75rjY/W6HPytOGtHrX9eIHm1wNRGdfU/jze34WPeDcdcloruDP3UEnLlENS61ucWt67Aa0TmbBVz2ebeu4y98xgmEzx4LY/Y55nFFEGB5eiJsDzwJcIFxvx1I7H3ug2XsdCg6dsoJn3cZxrdGQzh2wMeVEUII8TUTo1kKcH2bY08J1/EY1TKEeSzlZCm+zSj1aT2EEBKopI7dIddtoBoXzv0N4eAvfqiIEHI9E2ORX3gVnwOy5sO4/Iob0RuFaXB3A/Xv+rlWGUtPFFepDkIIIYQEnl69eqFBA/XvBeUpioLly5cjJCQEEyZMcDg2YcIEhISEICUlxVtlVpkSpn5mF2srRKiWg8aVnWZkmfk80FmQqL9peQ4vtQ1lHsuxyHjttwJ0/OYSlv1ZAlGmhnRCCCGBjRrRvcTZirqrieg+TpiqSIMQDf7XkZ0G+v7REvx+2ebjigghhBBSYxTkVX7O9ex2aHb/oBpWtFrYb+3tOBbpyUZ0Hyeigz2xFWcrS0S3q45VRJO2lznubiO6lJjMHOczAzgFW5YhHNwDw5wXETT1vxBMuczTFEMQLONmwd7jbuZxcoXUrgvMkxZAdrJwlistgeHtidDs3uLjygghhPiS80R03y/keqVdGNpFs3cxGfuLCX8XuXffRAghtRLPw3bPI8xDug0rAIWaEgjxJ9YivyolosNJI3oliegA8JyTxX1vHSjCXwVilWohhBBCSM2Unp6OCxcu4JZbbkFwcLDDseDgYNxyyy34+++/kZWV5acK2Vh9VjFikctp6CgpBKcw5ry8GEpVXQ83CUJSKGO7wH+cK5Uw9hcTbv72Elall0KihnRCCCEBKnC6oWuboBAoGvVDtFjxSiO6rxOmKjO8eTBujdOpxhUAz+/Oh1WimxlCCCGEqBnnTQR37m+XzxcO/wa+IF81bu/YAwh2XPWvhEVCEdSTL9c3oke5+FCPK3LWiO7FRHTGVspxYiGgKG4nogtpv6mvbwiC1LS1W9dhJaIDAJ+V4dZ1fMJSCu2PaxD0yjAY578KzdH9Tk+VI2Jgfu09SK07+7DAmktO/hfMbyxhJioCACfZYfhoBrTrl1NDCyGE1FKs1E7AP/NVOoHDp72iEMLYra9QVDDi5zxKfSKEEAD2W/tCjo5XjQsZxyEc/8MPFRFCyhRY1fcqVb2vkiNjVGN8kQmwWSt83W3xOrSPUT+XNEsK/rsjH3a6nyKEEEJuGOnp6QCARo3Yz4TKxsvOCxSsRvRYsdDlBX5OnwU6CRINBFqew9u3RoAxLebgdJGEZ3bko/u6y/jujBkKPbshhBASYDT+LqDW4jgoYRGqlIKyRPRAa0TnOQ7vdY1A9/WXYS3XF3XCZMe8tCJMau+9xFBCCCGE1Ex8XjaCpo+G+YXpkP/VrtLztTs2Mcft3fszLs5DiYwBl3PJYTihSono6q34AC83ojMmtoJkG0IkCzKL2amfLFxeNoRM9WSg1LIjoHHvdl6Jrw9FqwMnOu54I2RlIFCysbici9D+uAban78DV1pS6flSQiNYxs+CEh3ng+pqDyW2LkonL4Lxvdch/HmIeY7+m6Xgcy7COmyc299rhBDP2bBhA5YuXYpDhw6htLQU8fHx6Ny5M6ZOnYqEhAQAQFpaGtauXYuDBw/i0KFDyM3NRdeuXbFx40Y/V08ClfNEdP/MVzUK02Belwg8u0O9YPH3bBEz/yjEGx0DN72KEEJ8QqOBePd/oF/+ruqQdsPnkFp08ENRhBCAnYjucnJnOc52CORMuVDi6jl9HcdxmNIxHPf9kKM6tj9HxPy0IkxoR8/5CCGEkBtBYeGVZ2Lh4ey5lLCwMIfzKmKxWDxXWCWEoBCUf3oWZS9BJC+6VIem3PPEMlZDMGw+/Drc1S0G+O6OcLx5sAS/XK54Z8BjJjseTc1DuygBr7YJQo86WnCc73c49Dabzebwv4T4En3/EU8wGAz+LsHnqJvAi5TQSKB8I7pYCL0AGCpbzuYHzSK0eLldGN7cr77ZfOdQEe5taESrKNebpgghhBByY+BKi2GcOwHW4S/Dfltf5+cV5kM4tEc1LkfHQ2rRnvkaJSIWKDdxdH0ienQ1UhAUjRYwGF16fVUo4ZHM8TixEFklQVAUxaXJIeGwOg0dAOxtbnG/KF6AXC8JwpmTjsP+TkRXFPB/HYZuyzcQ9u1kb53IYG/ZEZbRU4Eg9vbTpBIhYTBPmAv9x7Og3ZvKPEX780ZweZdheW4qYAzycYGE3NgURcG4ceOwbNkyJCcn48EHH0RISAguXLiA3bt3IzMz82oj+saNG/HOO+9Ap9OhSZMmyM3N9XP1JNCZbOzUJFcTprzhocZB2H7Ogq/Szapj89OK0bOuHj3r3XiTt4QQcj2xx93QrksBX+i4cEdz7AD49GOQG7fwU2WE3LhEWUGJnZGIrq/ac0Alykkjel52hY3oANCznh7PNA/GR8fVC/tnHyzCHQkGtItR745MCCGEEOLMxYsXIYq+iTKKlwDWU7vY0hxkZpZW+vqIvzMQwRi/ZLaiODOzuuV5VTSABU2B3+J4vP+3FkeL1TtGX+9gnoSHfipChzAJo5JEtA1z7blaTXPpEntxASG+QN9/pKq0Wi2SkpL8XYbPUSO6FylhEaqxOFtBwKWhX+/5ViFYc9qMw3mON5J2BXh+dz62DoiFhg+8JnpCCCGE+BdnF2H4YDqsuZcgDngEYDRYa37ZCk6SVOP2bncBPHtCRY6KRfkjVUpEL1EvtFNCwph1eooSxm5Ej7cVIMMeD5NNQaQLDyU1aXuZ41Kbm6tUl5yYrGpE5y6eu7LFs05fpWtWmV2EZu92aLeshvD3ycrP/4ek1cHa537I/x4OaGihZLVodbD+dzKUmHjoNn7JPEVz+HcYZ4y5kjzP2CKcEOIdH3zwAZYtW4bhw4dj9uzZEATHn4h2+7V0nEGDBqF///5o2bIl8vLycNNNN/m6XFLDsBLRQzQctH6e83n7tgj8nm1DeqHjPaMC4Jkd+dh1XxxijRU/iCOEkFpNp4d417+hX/WR+tB3K2B54S0/FEXIja2AkYYOVH1nZNlJIjqfnw1X2oumdApD6jkrThU6pmnaFeC/O/Px08C4gAzLIoQQQojnlCWeFxSoQ5qAa0noZedVpE6dOp4rrBKGhAbM8SY6EYmJiZW/PoO9+2tMo6aIrF/56wNBAwAPtlKw5ZyImWmlOFGgfq56vQOFAoanCbg7QYd3bgkO6H40d9hsNly6dAnx8fHQ6WghJfEt+v4jpGqoEd2LWM1HcWJhQP/g1/IcFnaNQJ/vsiGVC3D4I0fE+8eK8XyrUP8URwghhJCAp//6Y/DZF2Ed9gIgXHerqSjQ7NjEfI3Y/S6n12OlQEXZSxAkWVAqGBCld60RiZmIHsLektBTnDWix9mu1JJZbEekvpJfXu12CEf3q4alhGQoUXFVqktOaKQa4xQZ/PkzkJOaVemabrPbod36DbSbV4E3uZ7aK0fFwdxrINKTW6Nes3/BQE3onsHzsA15FnJMHehT3mUm0gtnT8H45ihYXpzF/B4iTog2aPamQji0F3xBXuXnl6PoDZCatoK9x91QIqK9UCAJVGazGbNnz0ZSUhJmzZqlakIHAI3m2s/Z5s2b+7I8UguwGtH9mYZeJkTLY2nPKNyxMRtiuRIvmWWM2pmPlXdEg6+FWw4TQoirxN73QffdCnCljonHmgO7wWdl0P06IT5mYtxXAVVvRK8oEd0VQRoeH/aIRL+N6ud8J0x2TD9QiOk3e3dOjBBCCCH+1bhxYwBARgZ7N9yy8bLzKmIw+G53OiWCHYRTXy51qQ6tWb0rDADoYuOh+PDr8IT7mhgxsHEovj1txowDhcgoqrghfVOWDRqBR0rv2vUcQafT+fR7kJDr0fcfIe6hRnQvYiWih0oWxPG+2bamqtrF6DCmVQjmHy5WHZtxoAgPJAehfjClTxFCCCGETfvTBnD52bCMegMwBAEA+NN/Qjj3t+pce/P2UGLrOr2W4iQFqr41H38F1XU5ER3FrEb0ypMeqsNpI7p4JWkiq0RCm0rmg/hTR8AxJs6kNrdWuS5nTQl8VoZvGtHNJTAsmgLNkd9dfonUpBVsdw6G1LEbLKIdUoBvoVhT2XvfByUqFobFb4KzWVTH+bzLME5/HpYx0yC16OCHCmsOriAPmtT10KauA1+YX61radL2Qrf2M9hv7QOx34O+WzBC/Co1NRUmkwlDhw6FJEnYtGkT0tPTER4ejl69eqFRI2owI9VjYiR3BkIjOnBlXmpqp3BM+k19/7b1nBVLjhZjNIUkEEJuZMZgiH0fgG79ctUh7XdfwPrfyX4oipAbl8mmMMerem/lbBEyl+9aIzoAdIzVYXybUMw9VKQ6tvhoMe5qYEC3Oj7eFY8QQgghPtO4cWPUrVsXe/fuRUlJCYKDg68eKykpwd69e9GwYUMkJCT4sUq1QkM4WDM+8Xb1PQ0LV2RSjSkc5/Xngd7CcxwGNwrCfUlGfHmqFLP/KMK5UucN6evPWJBZbEdiCLUCEkII8b3AeMJUSzlrPmqouHaT5E8T24WhSZj65sQsKXj3cODXTwghhBD/0hz6FcYZY8H9k3at3fk98zx79/4VXkd2kgKVYL2SLOxqIzrHaERHqJcT0cPZ94Lx/ySiZxVXnF4AAJp9O5njUpubq1yXnOikET2TnYzhSVxeNowzxrjUhK4IAsTb+qL0jfdhfn0RpJt7OabsE6+Q2nWBedICyE6+fzlzCQxvT4Rm9xYfV1Yz8Gf+gv7jWQga/xD0a5dVuwm9DCfZod39A4L+9wyMM16AsG8nIFf+dwipuQ4ePAgAEAQBXbt2xbBhwzB16lSMHz8enTp1wuTJ1GBGqoeV3BmhC5yU8ZEtgnFnArs5aur+QhzMsfm4IkIICSy2fg9C0alTuTS/poK7fN4PFRFy4/J0Ijp0esihEaph3sVE9DIT2oaibbR6JzkFwKid+Sgqv/0MIYQQQmoNjuPw2GOPobi4GHPnznU4NnfuXBQXF+Pxxx/3U3XO5evZDePRtkKXXs9qREdwKMDX7KBNLc9hWLNg7H8wHjNvDkdMBc9Gv8kw+7AyQggh5BpqRPciZ43o9SXXbpL8yajhsLBbBPNYyskSXKpglR0hhBBCbhzWfz8DhWPfUgpnTsL45ijwp/+E5tcfVccVQxDsnXpUeH1n2xHX+6cRPcqVdClFAVesvv/yeiJ6SBjz302s7VoieoVEG7R7tqqvawiC1LRV1esKj2J+7XzW6Spf0xV8ZgaM00ZBOJte4XlKcBhsAx9F6dtfwfrfyZAbN/dqXURNTv4XzK8vgVy3AfM4J9lh+GgGtOtSAIWd/HZDkSUIB3bBMHMsgt4YAe2uzeDs3tsFS/jzEIwLX0fQhKHQbv4aKFXvZEVqvpycHADA4sWLERYWhtTUVGRlZWHTpk1o0qQJFi1ahKVLl/q5SlKTsRLRIwMkER248sB0cfdI1DGqaxJl4Kmf8qh5ihByYwuNgNjrHtUwp8jQbfrSDwURcuNi3VcBQHg1Fvmx5sM4NxvRdQKHD7pHQs/ouzpbLOE1xu4zhBBCCAlsKSkpGDlyJEaOHIm1a9cCAJYvX351LCUl5eq5L7zwAlq1aoUFCxbggQcewNSpU/HAAw9gwYIF6NChA0aOHOmnr8K5XB17B7xIlxvRGbsjMxb41VQGDYeRLUNwcHA8Xu8QBp5xu7kqo9T3hRFCCCGgRnSvkpzc0NRzcdsYf7stXo8hjYyqcYsELDxCzQ6EEEIIAew9B8AyZhoUHTuxks+9BOObI8GVlqhfe0tvQK9OcLueEuk8ET1Uy0EvuPBQz1wCTlI3fSsh3k1EBy9AYaSux4v/JKJX0oguHPyF2UBv79QD0KgTrVzGcZAS1KnofJb3EtGFo/thfOv5CtO7pHpJsDz5Ekrmr4Jt8HCnixCIbyixdVH6+mJIN7V1eo7+20+h/3QuYLf7sLLAwZlLoN2yGkETH4Px3cnQnDjo0/fncy5C/+ViBI/7N3SfLwR3Kcun70+8S5avNLPodDqs+H/27js8imr/4/h7Znt6SEIIEEjooAIiiPSmqBQbyFVR1CvqxYKIgGK5PxEVUMEG2C5eRNFrVxAVkKBIEWwQLEgJ0glpm7p95vdHILCZ2RRSNuW8nscHOWdm9iSkzJ75ns9ZvpwePXoQFhZG3759Wbp0KbIss3DhwiCPUqjPcnQT0evWNGGs1cDrg5qgd7eXlu/jgS322h6SIAhCneK5fByqzq5Rxu+/RsrJDMKIBKFxCpiIXoVFfnrzYVJO5QrRATpHm3i0h34Qw7LdRXx9SCRmCoIgCEJ9smXLFt577z3ee+89duzYAcAPP/xQ0rZly5aSY0NDQ1m1ahWTJk1i9+7dLFy4kN27d3PPPffw+eefY7Npa4GCLVMOxatTxhbprGAhep5d09aQCtFPCTPJPNAtnEEJ2mezf+R4+T275oJyBEEQBCEQsbd9DSoMiSRUp/1U8VF98EC3cD5Mc1A65/DNvwq5v2sYMdb6vYWNIAiCIAhV5+vRD8fMF7E+PxM5L0fTLyn6D+Q8Ay8v99pqZBNUSUZS/a/RwpVd4dROvWJuqIVCdECNiIJSn5OmpxLRC8ouRDd9/7Vuu2fgiCqPS0lsA6WKZmV7FhTkQjV/Xowbv8by5rO6iwEAlMgmuCY+iO+8C0E6+7QwoQaEhuOY/iyWN+Zi2pqie4hpw5dIORk4754FtpBaHmBwyBnHaLHmfaJTNyM7K54uosQloIboJ7ron+BDPpyGVE7qvOR0YF77MaZvPsHXvS+eS8fi69RdfD/VcxERxcUi3bt3JyEhwa+vS5cuJCUlkZaWht1uJyoqKggjFOozh1fFqfNruS4lop8yMMHCA13DeS5VG+rwwT4HQ5oXcX27xvH7RxAEoTS1SVO8/YZj2vClX7vk9WD6+gPc198VpJEJQuOS69Z/z1aVRX66iei52cULwY2Ve7R7V5cwvjroZHO6W9M3eZOdLVeZxbM+QRAEQagnXnnlFV555ZUKHx8ZGcmcOXOYM2dODY6q+ti9kGkKp1mpmqowR8VqrKR8u6ZNjYiqhpHVTde2sbH+qEvT/mFaEec0qflnoIIgCIJwJlGIXoPs1kia6rTHuOtPIXrHKBNXJtn47G//VIQir8ri3wt47AJx8yIIgiAItWX58uXcfffdZR4zcOBAVqxYUeYx33//PaNHjw7Yv2jRIsaPH1+psSltOuH492Js82cgHztU/vHNW6O07VL+hY1G1MhoJHuWX3NLVzYx1goWoutsxQfoppVXNzUiGtjv19bUfSoRPXCKtJSdgSF1m6ZdiW+B0uG8Ko9L0UlEBzAcSsPX+fwqXx8AVcX0+TIsn/438Diat8bxwDzU2GbV85pC9TOZcf3rUdTYZphXvat7iHHnj9ienoxz6lzU6NhaHmAtUVXkv3ZgXv0Rob9uKrc4vOQ0SapScbiUfgTTN58UF/w7y06qk1QV46+bMP66CV9iWzzDx+K9aCgE2LFCqNvat28PFD8s0nOq3el01tqYhIbD7tZfJFgXC9EBHjo/nO+Pu9h6Qls8NW2LnV5xJtpFVmG3GEEQhHrMPfKG4gT0Uou3TetX4B49vtoXGguCoBXo3qoqieiKXiG6qiLlZqHGxFfqWgZZYvGAaPp/doICr/972RMOhfs323lrSBMksZhZEARBEIQgs7sUMszaQnRbUQUS0VUVqUD7PLA2ngUGy6jWNqZusWsCJz5Kc/DvCyKQxf2dIAiCUItEIXoNyjLrp901qeC2MXXFA93CNYXoAK//Wci954ZXaTJNEARBEISKO++883jwwQd1+1asWMGff/7JsGHDKny9fv360b9/f93XORtqXAJFjy7C9uKjGHanlnmsZ8DlFS7IVKPjoFQhegtXNjFVTkTX35q4OhUXovtr6ikez7EiBY+iYpK1nwfj5jWaQgKo3OcNwKuoSBQ/dDyT0jJZ93j58P7qKUT3erEsnY/p+68CH9KpO87JsyG0EgnRQnDIMu5xd6DExmNZ9qLu16bh4F5sT9yF84G5ARc61EseN8atKZhWf4Th4N4Kn6ZabXgGjMBzydWo8S3P+uXV+Ba4x9+L++pbMX3/Faa1nyBnHCv3PMOhfRiWzEP54DW8Q6/EM/QK1KiYsx6HUPsGDBgAwO7duzV9Ho+HtLQ0QkNDiY1toIs/hBpldwUolqpCamdNMsoSbwyKZsDnJzSJo4VelX9+m8PaUXFYDOLhmiAIjY/arCXeCwdh2rrer11yOTGv/QT31bcGaWSC0Hjo3VvZDFKV7k3UaG0hOoCUdaLShegASeFGnu4dyeRNdk3figNOPkxzMK6t2GVGEARBEITgsrsVMk3aZ3fmIjvaeIJSigp0d+ZVw6OqZWx1UYRZ5vJEG5+Wquc6XOhjS7qbfs1ESI0gCIJQe0Qheg2yKybshhCifP7btUc6608iOsB5TUxcnmjlq0P+SWv5HpXX/izgwe41X8QlCIIgCAJ07dqVrl27atrdbjdvvPEGRqOR66+/vsLX69+/PzNnzqzOIUJYBI7pz2L5z1zNg/BTVFnG2/eSCl9SbRIH+3f5tbV0ZdOkoonoOgkIAGotJMPpFaI38RZiUrx4ZCNHC320Di91S66qmDZoC7hVScbbb3iZr+dRVDYec7HygJNVBx2kOxRahxmY3yeKi1taS45TWgQoRD+UVoGPqhyOQqwv/x/G338KPM4+F+O6bQaYzFV/PaHWeIdeidokDuuiJ5Dc2hRmOfsEtifvxTl5Nr4uPYIwwuoj5WZjSvkcY8oK5LycCp+nxDbDc8kYPAMvh5Cw6htQSBieS6/Fc8k1GH7djHnNRxh27Sj3NDnfjvnztzB9sRzvRcPwDB+DktSh+sYl1Jjk5GSGDh1KSkoKy5YtY8KECSV9zz//PLm5uYwbNw6jUUzrCJWXE6AQva4mogO0CjPyUr9obl6frelLzfbw+E+5zOkdVfsDEwRBqAM8o8brvv82rf0E92X/AJsoLhWEmqSXiB5lqdoCOTVGb79lMPz561nvlHdT+xBWHXSy+pD2/fy0H+z0a2ahRajhrK4tCIIgCIJQHewuhQyTNrzImJ9bbiG6lG/XbW/IhegA17bVFqIDfLivSBSiC4IgCLVKPLGsQXa3Qro5kiiHfyF6qKMaCtEL8zHs/QPVYkHp0BXkmn1YOL1buKYQHeCV3wuY1CWMiDqamiUIQt0nH96PvH8XeL2184Ihofg6dhOpoEKDsmrVKrKzsxk5ciRNm+o/qKpVZguufz2GGtMM85fvabp93fpU6nvQGx2ruWmN9+QRb9QmG+gJXIgenER0gDhPHkctTTisU4gu79mJnH5Yc47v3J6oTbT/vg6vyvqjTlYecPLVQQf2UkmhBwp83PZdNr+MiSfGevKBoi0EJS5Bk6wsH65aIbqUnYF1wUMYDu0LeIx79I24x9xWqWR3oe7wde+L4+EXsD4/EzlXW6AtOQqxPjcD120zyl04URfJB/ZgWvMRxh9SkLyeCp/n69gN9/Cx+Hr0BbkGH9zLBnwXDMBxwYBKjVXyeTFtWo1p02p8HbrivnQsvh79anasQpXNnz+f4cOHM3nyZFatWkX79u1JTU1lw4YNJCYmMnv27JJjd+/ezfPPPw+A01n83n3Pnj1MmjSp5JhXXnmldj8Aoc7SK5aCqhdM1bQrk2zc2jGE//5VpOl75Y9CBje3cmmiVedMQRCEhk1p1Q5vt4sw7vjBr10qzMe0fgWeEdcFaWSC0DjoJaJHVvGZma9VO1SDQZPqadyagufKCQHOKpskSbzUN4o+n50gu9SY89wq92zM4ZPhMUhivkYQBEEQhCCxu1UydBLRpcI8UHxlzmdLeXbd9oZeiH5xCyvRFokcl/+zwc/+dvDMRVGYxQ6CgiAIQi0Rheg1yO5SyDBH0NHhX+ATUmhHDXBORciH0rAueBA5OwMAX4euOGY8V6OJkj3izAxrYWHdEZdfu92tsmRXIfd31a5KFARBKJOqYv54CeaV79T+S9tCcf7rUXzd+9T6awtCTVi2bBmAX1pqRaSlpbF48WKcTifNmzdn4MCBNG/evHoGJcu4/3EnSmwzLG+/iKQWP+BSzRZc4+6o1KUKw2PRKylq7bUD+lsVn0nKD1CIHl4LieiR+oXo8e5cjlqa8NJvBfyR46FDpImOUUbibTKm77/WPcc74PKS/8/3KKw95GTFASdrDzsp9JZ9d5nrVvl0v4OJnU8nNCst22gL0Y/sB0U5q0WOpe9RS1NlGdeE+/EOGV3pawt1i5LcCcdji7HNfxD52EFNv+TzYn39aVyZx/FccVPdX3Sg+CqVMn6KajAGNWVcad0e1+0zcV97B6b1Kyqc3m7YnYptd+rJ9PZr8AwcUb3p7UK1SU5OZv369Tz99NOsW7eOlJQU4uPjuf3225kxYwZxcad/B6anp/Pee/6Lv06cOOHXJgrRhVMCJaJH1YOQgacvjOKHdDd/2rULme/6PoeNVzUlIUQsshEEofFxj75RU4gOYPr6AzwXXw1mkYQnCDUl162dk6nyfVVoOL5ze2m+rw1H/kY+vB+lpf5Od+WJDzHwfN8o3V1m1h91sWRXod/ckSAIgiAIQm2yuxQyzdraI0lVkQryAoY/QRmF6BE1/ywwmMwGiauSbJrgBrtb5ZsjTka0sgVpZIIgCEJjIwrRa1CuW+GEzmo9c4Edl87xFWX+eIlfgY9hdyrmz5fhHjuxClct3/Ru4ZpCdICFvxVwR+dQQk11/4GlIAh1h/mTN4NShA4n01pf/jfOqXPwndMzKGMQhOpy8OBBvvvuO1q0aMHFF19cqXM//PBDPvzww5K/G41G7rjjDmbPno3BUD0FPN5hV+Lr1A3Thi/BYMAzeDRq08oVu9vDYtHLT2/pKr/gEkAqyNO0qQYD2EIrNY6zoUZE6bY3dRePafUh/y2Rm8sudm1ah6nU8UpoBCe6XMSXewpZecDJt0eduCoWCF/iu2OuUoXoyfDrJr9jJKcDKSsdNS6hUtc2/P4T1pf/D8lRqNuvWqw4756Fr1vvyg1aqLPUuASKHluE7cVHMfylX7xt+eRN5MzjuG6eCsY6+NbTUYhpw5eY1n6iWZRRFiU8kvRuAzBfcQOW+GpavFMFalQM7qtvxT1qPMYf1mFa8xGGg4F3JThFzjyO5b3FmD/9L54Bl+O5+BrUZi1rYcRCZbRs2ZLFixeXe9yAAQOw2+01PyChQSi9e8opUZa6P69jM0q8ObgJQ1aewFnqXijLpXDHd9l8dmksBrmOL4ISBEGoZkr7c/F16qZZWCnnZmPc+DXeoVcGaWSC0PDp7TYTWQ33Vd4Lh+guMDFuW4/7LAvRoXiXmXFtbXywz6Hpe+zHPIY0t9I2sg6+hxcEQRBqhuLD8Od2DD9/j3vClGCPRmjk7G5FNxEdigvNyyxEz7frtjf0RHSAa9vo7yD44T6HKEQXBEEQao2YSahBdrfKCbP2JslYYMd1lkmTKD4Mv/2oaTZ98ynuEdfVaJLdRfEWBjQz8/1xt197lkth6e4i7j5HpCQIglAxpi+WY17xdlDHIHk9WF94FMf0Z1A6dA3qWAShKpYvX46iKFx//fUVLh6PjY3l8ccf59JLL6VVq1YUFRWxbds2Zs2axeLFi5EkiaeeeqpC13I6neUfFNMMx9X/PPOkCl37lGOmCNrqtMcVplfo9U252pQnNTQCp6sqSwMrxmgNRW+Kp6lHP6X94iM/EOLTjuu16IuY8nE2vipsq/P9MRdFDgfyyXRqJT4Rvf10fGm7cIcHnswrzbI1BevS+UiKfmW8EhFN7r1P4GvVvtL/9nrcbrffn0IQGUw4751N2FsLsP74re4hpg1fwrFDFI0aj6djtzqRji5nHMWWsgLL5jXITu3kbCDelsk4hl5Nfve+pGfnEG8LQ62Gr+lq1WsI9ByMcc9ObOs+w7xjC5Ja9g8OyenAvPYTTN98iqv3UAqvuwu1FhbqNHZWq95eH4JQOwIlokfXg0J0gM7RJuZcGMX9W+yavu+Pu3l+ZwHTuomd+wRBaHzco27EprPDj3nVe3gHjQSDeBwkCDVBrxA9ylz1977eHv1QTSYkj8ev3fhDCu6rb63S++tnekex8ZiLo0X+Y3f4VP71fTZfjYjDKBb2CYIgNGjSkb8xbVqDccta5OwM1PBIUYguBF2uq4xC9ACF5uX1N4ZC9IvizbQMNXC40P853VeHHOS5FSLqwS6IgiAIQv0nZh5rUKCbJElRoCgfwiq/BYyUmY7k0RbdSI5CTCmf4xk1/qzGWlHTukXw/fFMTfvLO/O5rWMoVqOYmBIEoWymtZ9g+fCNYA8DAMntxLZgJo4H56Mkdwr2cASh0hRFYfny5UiSxI033ljh8zp37kznzp1L/h4aGsrIkSPp2bMn/fr147XXXmPKlCnExcWVe63jx4/jKfVArLr96ZTor9NuPXGQQ4cOlXt+u6wMSm9C7rLYKnRuVZkKHETptJ9KRC/t1uPf6bYviR9UpSJ0KF4kmbLrCB3Dii9kNVjRm84r+GMH6U0qloocduAv2r2zAEnVL2hzxCaw77r78EhWqObPd3p6erVeT6iC4deTYLLRbPNXut2mPTuJfP4hHE1bcOLCi8k5tzeqsXTufw1TVcIO7CZu2zdE7t6BRMW+oVQkcjt0I+PCiylo3aH4QX928W4Mdfpr0BYNo27F3G8UcT+mELN9IwZ32UXzkqpi/WEdyv6/SPvHZDxlpMsIVWMymUhKSgr2MIRGLFenEF2WINxUf+Z0bukYwvqjTlYc0P5sm/NrHgOamekdX/oOUBAEoWHzndsTX1IHDH/v9muXM49j/CEFb7/hQRqZIDRcPkUlT2e3majqKPYJCcN3Xm+Mv2z0a5bTDyMf3IvSuv1ZXzrKIrOofzRXr8nS9P2Y4eEFsbBPEAShQZLycjD+kIJx02rNPaMg1AU5boVMU4B7kHz9gKdTAheiV74uq76RJYlr29h4fmeBX7vTB18ccHBDexE8IwiCINQ8UYheg3LdCgaz/k2NlGdHPYtCdPnogYB9pq8/xHPJGLDUXLLawAQzvZua2XrCvxj+uEPhnT2FTOwsUtEFQQjMuOErLO+8FOxh+JEchdienYHj4RdQWrYJ9nAEoVK+/fZbDh8+zKBBg6qloC0+Pp4RI0awbNkyfvrpJy6//PJyz2nWrFmVX7c83xXo3zO1lFxYEhPLPd/m1SaMG6NiSKzAuVXWLF63Od6tnTBrV3ScAbl/adp/DWvN9vCkCr1cgk1mRKKZOKvE3FTtFsu7ieHixJMZ7c0TUI0mJK//QoKYghzMFfjcSLnZRH++JGARurtDV4om/Ztm1bxjj9vtJj09nfj4eMxmvUx3IShuvo+C5HaEvrso4NeE7cQRWn/xFonffYZz4Egcg0aiRsbU7Lg8bizbvsWW8inGw/srfJpiseHqdymOoVegxDUnGjhVll2vvgYTE6FrD+yOSVg2r8WW8jmGzGNlnhKSfpjObz9D3r2z8bU4++3eBUGou3J0Uzvlkl1T6gNJknipXzS/ZJ7QpD35VLjtuxw2XtmUqHqS8i4IglAtJAn36BuxvfxvTZfpi3fx9rn47HZpFQQhoDyP/iLnyGq6B/H2HqIpRIeTqehVKEQHGNLCyu2dQnljV6Gmb+6veVzS0kK3mDr+nlcQBEEon9uFYfsWTJtWY9i5Dcmnv7OpINQFdpfKCfPZJqJrn7upIWFQ26E4QXJt2xBNITrAh2miEF0QBEGoHaIQvQbZ3QreQNvG5OWgNm9d6WvKxw4G7su3Y9rwJZ5Lrqn0dStKkiSmdwtn7FptSsILOwuY0CEUs6H+PLgUBKH2GLemYHnz2YD9zlum4uvYrUbHYP7iXUybVmvapcI8rM88gOPhl1GbVSwFWBDqgmXLlgEwYcKEartmTExxUWhRUVGFjrdaa24B3Ck5kpsMUzhxnny/9sjCHKjA68uF2okXKTK6VsaO1YpqC0Vy+D/UO89YQEKIzLEztkC++fgG3Uu81WxgmS+RHG7gitY2RifZ6BFrQpYk8j0Kz+104C31PHRLho+p55/+uJXmrTAc3Od3jPHogfI/N4oP63+fRc7L0e329LkY920zsJhq7oGl2WyunX9DoeKGj8HZtDnWxbOQXIHTt+X8XEJWvYvt6w/w9h6K59KxKEkdqnUokj0LU8oKjCmfI5czQX0mJS4BzyXX4BlwOYSEUdZXcL36GrRaYeR1OC6/tvjB0+qPMO7aHvBwQ04mUc9Ow3nvE/jOuaD2xikIQq2w6ySiR5nr31xOlEVmyaBoRnyVqdk55nChj8mbcnhrSBOkelRgLwiCUFW+Hv1RElppniMYjv6N4ddN+C4YEKSRCULDpHdfBdWUiA54z++LarYildrhyrhtPe5xdxTv2lUFj/eMIOWok315/kWJXhUmbcghZXRTsROyIAhCfaSqyHt2Ytq0FuO2FKQi7aIjQahrXD4Vh08lI2CNlb3M8/X61fCoqg+snugSbaJLtJE/crx+7d8dc5Fe5CM+xBCkkQmCIAiNhShEr0G5bhVHoNV65dwkBVJWIjqA6cv/4RkyukZX9Q1rYeH8WBO/ZvqnZx4u9PG/fUVM6CBW0wmC4M/w62Ysrz0VMCHVefP9eIdcUePjcN02HcntxPjjd5o+OTcH27ypOB55CTW25hOeBaGqsrOz+fLLL4mOjmbUqFHVdt2ffvoJgFatWlXbNasqy6Vw2NJEU4huzc0kcKnrSaqKVKCTghCqf49WE9SIKE0h+pAwB3/+I4Fct8KeXC+7s52M+1GbcOWSjLwb30/T3iXayOjWNq5obaNLtFFTYBVukrkgTruLzeZ0N26fWrJwUGnZRlOILh8/CB43lFFEbv7kvxj//FW3z33ZONzXTaryw1ChfvJ174Nj5otYX3gY2a5dvHomyefFtHkNps1r8HXoivvSsfh69AP57CdE5QN7iousf1iH5POWf8KpcXfqhnv4WHzn963S69d5sgFfj/74evQv/lyt+bj4c1VqZwQo3jXGOn8Grn/OwNv/0iAMVhCEmpKjUzAVXU+Tw3vHW5h5fgRP/pKn6VtxwMnSv4q4tZOYpxIEoRGRZdyjxmN9Y46my7xyOY4e/cV7NUGoRrk6O81ANS7ys9jwdu+Dadt6v2Y58zhy2p8obbtU6fKhJplXBzTh0i8zUEot7PvD7uXpX/N4olfld3cWBEEQgkNKP4Jp8xqMm9YiZxwN9nAEoVJOLfDLNoWhICHjf3NSfiK6tr8xFaIDjGsTwuM/+8+RKSp8vN/BXedU7+7FgiAIglCaKESvQXaXAib9CRo5N5uz2fRIPho4ER1Azj6Bccs3eAdcfhZXrxhJkpjWNZzxKdmavgWp+dzQLgSjLCazBUEoZvj9J6yL/i/gVm+u6ybhHXplLQ3GiPNfj2J1uzDu+EHTLWefwPbMAzgefgk1KqZ2xiQIZ+l///sfbrebW2+9FYvFontMVlYWWVlZxMTElCSdA2zfvp3u3btrjn/llVf4/vvvadu2LT169KipoVdatkvhiKUJ5xf4L8iTczLKP9nl0C2wVMNr7yGaGhEN6Uf82qSTSeKRZpmecWZ6H/sVW6G2aPdY54u4vVdz9uR6kSU4N9rE6NY22kaWfxs/IMGiKUQv9Kr8kunmovjirxmlZRvNeZKiIB87iNKqne51DTu2Yl75jm6ft9tFuP/xL1HY0MgpyR0penopprWfYEr5DDlXPzn/TIbdqdh2p6LENsNzyTX42p9Xqa8jKfM45m8+xfDXjgqfoxpNeC8aimf4WJQqbmleHymt2+O6/SHcV92MbcFDuoueJZ8P6xtzcGWl47niJvG9LQgNhF4helQ9LUQHuP+8ML476uT7425N38xtdnrHm+kS3Ti2YRYEQQDwXjQM5dM3kTPT/doN+3dh+ONnfOf0DNLIBKHhsQcqRK/Geytv76GaQnQA4w8puKtYiA7Qq6mZqeeF81xqvqbv5d8KuCzRSt9m+nOPgiAIQh1QmI9x23pMG9dg2PtbpU9XTSa8PfrjGTCiBgYnCBV36r5KkWSyTGGacCopXxs65d9v17SpEY1rQd2YNjZNITrAh2lFohBdEARBqHGiEL0G2d0K7kCJ6JXYHr6EqiIfKzsRHcC86l28/YbXaJLf5a2snBNt5PdS27r8ne/jozQH17ULqbHXFgSh/pB378T6wqNIHm0RKIDrqlvwXP6P2h2U0YTznllYFzykm+Yrpx/B+swDOGa+AI1slbRQv7zzTnEh8IQJEwIe8/rrrzNv3jwefPBBZs6cWdJ+0003YTKZOP/882nevDlFRUX8+OOPpKamEhkZyeuvv47BUHcSgbOdxYnopUn2bPB5wRD4ljbQxJQaVpuJ6NGatlOF6KcYN3yle278ZaOZ2e3sxjowwcJzO7QPETccc5VZiA4gH0rTLUSXstKxvvaU7jlKTDzOO2aCXH8L2YRqFBqO56qb8Yy8HuPW9ZhWf4jh4N5yT5Mzj2N5b3GNDk2JiMYz9Eq8Q69AjdT+bGls1LgEih5diO2lRzHs0i/kt3zyJnLmcVw3TwWjmEYQhPrO7lY1bfU1ER3AIEu8PqgJ/T87QVapInunD277Npt1o+MIMdbfj1EQBKFSjEbcI67HuuwFTZdp5XJRiC4I1cju0t5XAUSZq+++w9f1QlRrCJKzyK/duO1b3NffVS3zMDO6h7P6sJOd2f7z+Cow6fscNl7VlHCTuJcSBEGoM7weDKnbMG1ajWH7Ft0wnvL4OnTF02843l6DIDS8BgYpCJVjP2NOJ8MUrlOIbg98sqrqPg9sbInoiWFG+sab2ZzuH9bwa6aHvbke2kWKoAZBEASh5ohZgxqU61awG0PwSNpCrtLFRxUh5duRCrXFRKXJxw5h+Pn7Sl+/MmRJYlo3/Tck81Pz8ZXew08QhEZH3v8XtgUPIbmduv3uy/+B56qba3lUJ5ktOKc8ha/dObrdhiN/Y3t2BhQV1PLABKFifv75Z/744w8uuOACzjlH/+u4LLfddhstWrRg8+bNvP7667z77rs4nU4mTZrE5s2bueCCC2pg1Gcv62QiemmSqiCVk7QsFWhX/kMQEtFLkfLtoJycVCvIxfjrJs0xSlQsvvPOvkDgwjgzVp31BN8dc51+jcRk3XPlw/u1jV4P1kWPIxVqP6eqwYjz7schrHGlSwgVYDLj7X8pjifeoGjmi3gvGIAapFRtX6t2OG9/iKIF7+O5+hZRhH6m0HAc057F0+figIeYNnyJ9fmZ4CisxYEJglDdFFXVTe6szmKpYEgIMbB4gPaeC+BPu5dHtpWdmiUIgtDQeAdcjhKp/blo/PNX5L2/B2FEgtAw1UYiOmYL3h79NM2yPRN5987qeQmDxGsDo9G7JTxQ4OMxcS8lCIIQfKqKnLYL8zsvETplLLYXH8H404ZKFaEr8S1wXfNPCp97D8cjL+EdPEoUoQt1xpnBCZkmbUBTmYXozqIAuyNHVcPI6pdxbfVDQz9Ic9TySARBEITGRkSZ1RCnV8XpAySZE6YIWrj9i6SkPHulrynpbJUeiHnlchw9B9Xo1ulXtLbRITKf3bn+qeh7cr2sOODg6mSRii4IjZV8eD+256YjBShU8gy5Avc//lWjP6PKZQ3BMXUutrn36ya0Gg7sxjb/IRwzngWLLQgDFITALrjgAux2e7nHzZw50y8J/ZQpU6YwZcqU6h9YDckKkIgOIOVkoDaJC3iuVFBHE9F9PijKh7BITFvW6U6QeftfWqUdbqxGid5NLX6F5wA/nnBT5FUIMcqo0XGoIWFIpRbeyIfTNNcz/+9VDPv+1H0t9/V3obTtfNZjFRoBSULp1A1np25IJ45i+uZTTN+t0iS6VTdVkvCd3w/3pWNROnYL7r1HXWcy47rjYdTYZphXvqN7iPG3H7E9PRnn/XPL/NkrCELdle9R0csOqNZiqSC5NNHKpC6hvPKH9n3of/8qYnBzK1cmifd2giA0EmYLnkvHYfngNW3XyuU47386CIMShIbH7tIvRI+s5kV+3t5DMW1eq2k3bluPu1O3anmNLtEmHusRwWM/aQMIlu4uYkQrG8MTrdXyWoIgNC5Sdgamb79Ayjoe7KHUXyoY0v5EPnaw8qeGhuO9cAie/peitO0i5keFOuvMBX4ZJu0CibIK0QPVXzXGQvQrk2xM/8GOp9Rt6of7ipjZPRxJ/AwQBEEQaogoRK8hZ94knTDrFaJXPhE90BsL1WRG8vhvrWI4sAfDzm34uvau9OtUlEGWeKBbOHdu0H4sz+7I58okG7K4iRGERkdKP4z1mQcCphB7+g7HNWFK3ZjoCA3HMf05Qubch6yz2Mew9zesLzyC8/45YLYEYYCCIABkO/UT0aF4Epu2gc8NmIhei8ndeil0UDwxpoZFYtzwpW6/Z8DlVX7tQc21hehuBbadcDO4ubW4OLhlGwy7U/2OKV2Ibtj2Lea1H+uPs9dgPBdfXeWxCo2H2rQ57hvuxn31LZi+/xrT2o+RTxyt3tewhuAZOALPJdegNm1erddu0GQZ99iJKDHxWJY9j6RoiyoMB/dhm30XzqnzUBLbBGGQgiBURU6AYqnoBlCIDvB4z0g2HXeTmq1d5Dd5Uw7nx5poFSamQwVBaBw8Q6/A/MVyzcJj4/bNyIfSxL2cIFSDgIno5uqd+/ad2xM1NFyza7Lxx+9wj78HDNVzf3PXOWF8ecjJlnS3pu/eTTlsuaopTfS23xMEQQjAuDUFy3/nBwyuEmqGajDi69YbT79L8XW7CEzmYA9JEMp15gK/DLNeInpu8U7DsnYOK1CRem3ujlxXRFtkLmlp5cuD/rvW78/38XOmh55x4ueBIAiCUDMaxlOmOijXb7Wezk3SWSSi6xVJArivvkW33bxyeaVfo7LGJNtIDtdOOv2R49Xc2AiC0PBJWenY5j2AnJut2+/tORDXxBm6bxCDJiIKx4z5KHH6RWrGP37Buuhx8Hp1+wVBqFlOr0qBV+WIWb8QXc7JKPN8KT9QInrtTT6pEVG67XJuNvKBPbq7Mvg6nIfarGWVX3tggv4imu+Oni5O9+kUH8jZGXDy4aZ0/BDWJc/oXkdplojrtul1Y3GRUP/YQvEMH0PRvLdxTHkab5ceVb6kEtcc1/h7KHzhQ9zj7xFF6GfJO2Q0zilPo1r00+7k7AxsT92L4fefa3lkgiBUVaDUzuoulgoWi0HizcHRhBq1H0+uW+X273Lw6kXCC4IgNES2UDyXXKPbZVr1bi0PRhAaplydQnSTDCE69yJVYjThvWCAplnOy8Gwa3u1vYxBlnhlQDRhOuNPdyhM3ZKLqop7KUEQKsDlwLLkGayLnxBF6LXI17Yzrpvuo/DFj3De9xS+ngNFEbpQb5y5wC9Tr8ZKUaDUItuSvkDPAgM8n2voxrUJ0W3/YF/N7lArCIIgNG4iAqiGnPlg74Tear2zSUQ/qk1EVyKi8Qwfi2nNJ8j2TL8+w+5U5L9SUTp2rfRrnUnKzUY+8jdKkzjUZol+fUZZ4v6u4UzeZNec99yOfEa2slZqaxfp6AFkexa+lm2gkd4UCkKd4HJi2LUDqUD/TVsg5s/fQs5K1+3zdu2Nc9Jj1ZbOUp3U6FgcD87H9vTk4uLLUozbt2B57Slckx4FWSS+CEJtyj55T3XEEiBVXOd71q8/UCJ6LaYgqBEB0tzz7Bh+/l63zzNgRLW8dvcYExEmiTyP/0PCDWekpCstk3XPlQ/vR0nuiHXh40hO7eSUarbgvGcW2EKrZaxCIyYb8J3fF9/5fZFOHEU+sBvJ66v0ZZSmzVGSO4jf1dXE1+0iHA+/hHXBQ7qLDCVHIdb5M3D9czre/pcFYYSCIJyNQKmdDSURHaBdpInn+kQx6Xvt3NvWE27m/prPoxdo5+oEQRAaIvcl12D66gMkt39ojPGHFNxX34oa3yJIIxOEhsHu0hZlR5nlSj0Xqyhv76GYdHbVM25dj++cntX2OknhRp7uHan73O+zvx2M2m9lbIDiJkEQBAD5UBrWxbMChuwJ1UuJicfb9xI8/YajJrQK9nAE4az5JaKbwnWPkfJyUMMqXn+lhkdVy9jqm0sTrYSbJPJLPRv8dL+Dpy+MxCg3jEAKQRAEoW6pe9WADUSu+/QvdN1EdEchuF1g1k+p1CMf0xaiq81bgcmM5/J/YHlvkabf/MVynFUoRDduXI3l7ReRnEWokozn8nG4r73DL834urYhPLM9n8OF/sUi27M8fHPExSUt9VP0/Cg+zO8txrT2EyRVRQ0JxXXzVLwXDTvrsQuCcHbkA3uwzZlSrQkF3k7dcd77BBhN1XbN6qbGJeB4cEFxMXqu9s2qadt6sFhx/XN63Up0F4QGLuvkxFOB0YbdEEKUz78gurxCdHQW1KiSXKvF04ESF6SsdEybv9Eeb7HivXBQtby2UZbo28zC14f8iw5+zfJgdylEWWSUxLa658qH0zBt/BrDoX26/a4JU8RW7kK1U5s2xydSzOsMJakDjn8vxjb/Qd2Hh5LPh/WNubgy0/FcOUHsjiAI9YBesRQUF0w1JNe3C2H9UScf7HNo+uan5jMgwcKg5hWfkxMEQai3wqPwDBmNefWHfs2SqmD+8n+4bn0gSAMThIZBb5FfVA0t8PN17o4SHoWcb/drN/60AdeEKdU6935T+xBWHXCw+rBL0/fAFjt94y00DxWLwAVBKEVVMaaswPLeQiSPJ9ijadBUawjeCwfj6TccpUNX8dxSaBDs5dRYQXHyud7MllTq/uiUxlqIbjNKjG5t4929/s9UM5wK3x51cXFFargEQRAEoZLEHWkNOXPy6YRZP3Ez0PYwupxFuinDSkJrADyDR+qu/DOmbkU+sKfir3PmuZvWYPnP3JIEzFOT0+Z3F8IZW++ZDRJTzgvTvcaz2/PL36ZPVbEsfR7zmo+RTh4rFRViefUpDNu+PauxC4JwlrwerC89Wq1F6L62XXBOebpSC2+CRW2WiHP6fNRQ/VXWpu+/0vwMFAShZmU7Ty90O2zRJovLOeUlousUoodF1OrErBqhn+Zu2vAlUqE2sd174RCwVl+y1MAE7c9fRYXN6cUPEwMlopu/el83aQvAM3AE3gGXV9sYBUGou9TYZhQ9uhBvp+4Bj7F8+l8sS54Br7f2BiYIwlnJcTX8RPRT5veJok24tkBKBe7ckE2ms/K7bwiCINRHnsvGoersUGjc+HX5i7sFQSiTbiG6uYYW6BqM+HppgwukwnwMv/9crS8lSRIv9osm2qL9WHLdKvdszCn/2Z8gCI1LQR7Wl/+NddnzZRahqyGhqCFh4r+z+E+JbIK3ex+ckx6j8KVPcN02A6VTd1GELjQYZyaiZ5oDJKIHKDgPVHtVm7sj1zXj2tp02z9M0+6ALAiCIAjVQSSi15Azb5LSA63Wy8tBjWlaoevJxw/rtivNT26vZA3BPXwslk/e1Bxj+uJdXHf/X4Ve5xTDTxuKi9B1JpLMaz8Biw33tbeXtN3YPpTnduRz3OE/6bYtw82GYy4GNQ+wok5Vi5PQv/tC0yWpCtZXZ+M0W/B171Op8QuCcHaMm79BztQuejlbvlbtcDwwD2z1Z6tOJbENjmnPYps3tWQhzpn0fgYKglBzspyn7y2OWJpwbpH/PVF5D811J590Fu/VqJAwVKMJyes/Aa+32w2Ap5oLvAfpFKIDbDjmYkQrG9hCUWLjNT//5Yxjuuf5Etviuum+ah2jIAh1XGg4zmnPYFnyDKYt2p0coHjBnpSdgfPeWbW664Qg1GUvvPACjz/+OABr166lV69ewR0Q+sVSUHPJncEUbpJ5c3ATLlmVgafUh33coXD39zn87+IYJLGbgyAIDZzaJA5v/8s0c/CS14Np9Ye4r78rSCMThPrPrrPIL7IGd5rx9B6CKeVzTbtx63p83S6q1tdqFmLg+T7R3PJttqYv5aiLN/8q5LZO+iFVgiA0LvLunVhfmY2cfSLgMao1BNctU/H2ubgWRybUpJUrV7JkyRJ27NhBUVER8fHx9OrVi1mzZtGyZUsAPvjgAz7//HN+//13MjMzUVWVxMREhgwZwr333kvz5mJnTOG0M+esAiei2/Xb87TtqjWkXgTl1ZQBzSw0s8maGq5VB5wUeRVCjA1vLlAQBEEILvGbpYbknnmTFCgRXedmKBC9bdDhdCI6gOfiq1Gt2lVtxh+/RTp+qMKvZUjdinXxE0iK/sNJAPMXyzGtfKfk71ajxOTz9FclPrsjP/B1Pl2q2Rb0TJLPh3XhvzH88UsFRi4IQpUoPsyr3q2+yzVvjWP6cxAgXbwuU9p0wjF1LmqAN6elfwYKglBzss54oKeXiC7Zs6CMexapQJs4XusJCJKEGhFVoUOV+BYoHc6r1pfvHG0k1qq97d9w9PT2ykrLNhW6lmoNwXnPrEY9eScIjZbJjOuOh3GPvjHgIcbff8L21GSRrCkIwB9//MGcOXMIDa1bCzMCJaJH1WDBVDB1jzXzfxfoP7xcfdjF4z/l4VVEmqcgCA2fe+R1qJL2Z70pZQXo7CQmCELF6Cai1+ACP6XDeShRsZp248/fg9ulc0bVXJVs49o2+mmaj/2Yx75csSuWIDRqig/T58uwzbmvzCJ0X3JHip54QxShNxCqqjJlyhRuuukmDhw4wJgxY5g0aRJ9+vRh69atHDp0ui7l448/Zvfu3fTq1YtbbrmFW265haZNm/Lqq6/Sp08f/vzzzyB+JEJdk3vGnNWJgGGfdv12nQJ1NTyqGkZVfxlkiWt07uMKvCpfHXQGYUSCIAhCQ9cwnzLVAXb36YdYAW+S8nMqfL2AhejNTxeiExqOZ+hV2tdRVcyr3qvY6+zajvWlx5B85U8eWT76D6Y1H5X8/ZaOIbpFThuPu3nl9wLNNn2mVe9h/vytcl9H8niwvvAw8p7fKvARCIJwtgw/fY9ciUUrZfF1OA/HjPlQwcLLukjp2BXn5CdRjSbd/tI/AwVBqBmlE9FLk7wepDIemuv1qbWdiA6o4dEVOs4zYARUcyqnLEkMaKYtHP/D7uWEwwdUvBDdOXEGarOW1To+QRDqEVnGPXYizlseQA2w7a/h0D5ss+9CPpRWy4MThLrD4/EwadIkzjvvPEaOHBns4fjRK5ayGsBmbLip4HedE8YlLfQX0b34WwGXfZnBntzAW8cLgiA0BGp8S7y9h2jaJbcT85pPgjAiQaj/VFUl161d0FajC/xkA94LB2maJWcRhp3bauQln70oioQQ7cdU5FWZ9H2OWNQnCI2UlJOJ9ZlpWD55s8xwO/dl43A8uhA1vkUtjk6oSa+++ipLly5l4sSJ/PTTTzz33HM8/vjjvPbaa/z2229+u8G99dZb/Pjjj7zxxhs8+eSTPPXUU6xYsYIXX3yR3Nxc5s6dG8SPRKhrzpyzyjLp77qiuwsyAQrRI2o5lKoOGtdGf9f6D9IctTwSQRAEoTEQheg15MybpBPmAIXouZUoRD92UNOmWqyoTeL82jyXjkU1aYsmjZtWI2Wll/0a+/7A9vxMJI+7wuOyLF+I8dviLT1DjDL3nKN/QzhzWy7XrMniSGFxsZNx3WdYPnitwq8juZzYFjyI/PfuCp8jCEIlqCrmAAnfrhvupmjW6xX+r3DB+zgefgk1WpvMUt/4zuuF8+7/C1hodebPQEEQakZ2OYnoQJnJu7qJ6GG1P/mkRpZfiK5KMt5+w2vk9Qc11y+++v5YcVpWRQrR3ZeMwddrcHUOSxCEeso7ZDTOKU+jWqy6/XJ2Bran7sXw+0+1PDJBqBuee+45du3axcKFCzEYDMEejh+9RPToGkztrAtkSWLxgGjibfof508ZHgZ+nsGrfxSgqKKQShCEhssz8gbddtPaj8FRVMujEYT6L9+joleDXdM7zXh7D9VtN25NqZHXi7LILOqvP6+1LcPNS78V1MjrCoJQdxm2byHksdsw/vlrwGOU8CgcU+fhvv4uCBD4JNQ/DoeDefPmkZSUxNy5c3XnPIxGY8n/W636c4dXXXUVAGlpIshCOO3MsE+vbCTbqN1lUK/gvLhdJ5SqkSeiA3SLMdE+0qhpX3fYSZbTF4QRCYIgCA1Zw37SFERnbhuTEXDbmIoXoktHtYXoSkIrTWKmGhWDd8AI7fk+H6avPgh4ffngXmzPzUBy6q98857XCzVAOqdl6XyMW9YBcFvnUKLM+setP+qiz2fp/PzxCqzLXtA9RpVkvOf20u2TigqxPTsN+fD+gB+HIAhnx5C6DcPBvZp2Jb4FnkuuQUnqUOH/1Jj4ak/zDSZfj/647nikQj8DBUGofmcWoh+16D/0CliI7nIi6WxLHJRC9ArsEOE7r5dmkWF1GZigX4i+4VQhemJymef72nbGfd2/qn1cgiDUX75uF+F4+CWUyACLhByFWOc/iPH7r2p5ZIIQXNu3b2f+/Pk8+OCDdOrUKdjD0bDrFKLXdLFUXRBnM/D6wGgCvVN1+FQe2prLVauzOFRQ/i6BgiAI9ZHSqi3e7n007VJRAab1K4IwIkGo3/R2mgGItNTs3LjStgtKbLym3fjrFnDVTLrl0BZWJnbSFoMBzPk1j9SsigdcCYJQf8mH0rAsnV8cbBcglRjA26UHjieX4OvWuxZHJ9SGlJQU7HY7I0eOxOfzsWLFCp5//nnefPPNShWVr1mzBoDOnTvX1FCFesbtUyny+q/w06uzClyIrm0XheggSRLXtrFp2r0qfPa3SEUXBEGoS1auXMlVV11FcnIy8fHxdO3aldtuu43Dhw8DxTvxfv755/zrX//iwgsvpEWLFrRs2ZJhw4axZMkSfL7gLzBq+E+aguTMCSinwUyeQbvaU8qzV+xiPi9y+mFNs9K8te7h7hHX6ab3mr77Qrf4XTp6AOsz05CK9FMLPING4nzgGVy3TtPtl1QVy+tPYfhlI+EmmQe76xfeA1xy+Af6r3g+YL/r9odwPjAPT79L9V+rIA/rs9OQdD4fgiCcPfMX+mno7hHXg1y3EvyCwdtnWIV+BgqCUP2ynBVIRM/RL0TXS0MHUMODUYiuP/YzeQZcXmOvnxxuoGWo9ud5SSF6s1aoBm0qAoAaGoHz7sdFco0gCBpKUgcc/16Mr3mSbr/k82H9zzxMn70FImVYaARcLheTJk3ivPPO47777gv2cHTluLXfi1ENPBH9lEHNrczvE4WhjNqwDcdc9PvsBMv3FKKKn1uCIDRA7tE36rabvn4fdBZyC4IQmN4CP6iFRX6ShPfCIdpmtxPj9h9q7GVn9YygTbh2bsmjwL825ODyiXsnQWiIJHsWpq8/xPbYREIe/Sem9SsDHqvKMq6xE3FOfxY1KqYWRynUlu3btwNgMBjo168fEyZMYNasWUydOpWePXvy6KOP6p736aefMmfOHP79738zbtw47rzzTlq3bs3DDz9ci6MX6jK9BX6ZpnBNm24husuhH0olCtEBuLZNiG77h/tEIbogCEJdoKoqU6ZM4aabbuLAgQOMGTOGSZMm0adPH7Zu3cqhQ4cA2L9/PzfffDNffPEF7dq1Y+LEiVx77bUcPXqUBx54gBtuuCHozzT0q02EKsst9WAv3RxJhMPp1yblVywRXco4huTTpjEpCa10j1fjEvBedDGmzWv8r+N2YVrzMe6xE0+3nTiKbd4DyAFWDnr6XIzrlqnFE1uDRuJyObAsX6gdo6JgXTQL55Sn+de5PTla5OPlUtvxjcj6lXf+XIQB/S9658334+03HADXbdORXA6MP23QHCfbs7DNewDHIy8VJy8LglAl8l+pGHbv1LQrUbEl35MCFfsZeP8cfOf2DMLoBKHh8i9E15+8lgMkoksF+qksaljgRXM1pbxEdDU0At/5fWvs9SVJYmCChXf3+m+3vj/fx8ECL63CjCgtknR3x3De+Yi45xIEISA1thmOR1/G+tJjGHdt1z3G8ul/kTOOFS/sM4ppCKHhevrpp9m3bx/ffvut7vbU5XE6neUfVEU5OtvuRhjVWnntuuCGJAOdwiOYvKWAvfn6xWN5HpW7N9pZsb+Q53qFEWdruIX6brfb709BqG3iazAIWrbF2KEr5t2pfs1ybg6sX4lz0KggDezsWa3aECBBqA12nQV+AJG1sNuMt/dQzF/+T9Nu3JqCt7e2SL06hJpkXh0YzWVfZqKU+tD/sHt54uc8nuwVgdSAdksVhEbL7cL4y0aMm9Zg+O1HJEX/vdOZlJh4nJMeQ2l/bi0MUAiWzMxMABYtWkS3bt1ISUmhQ4cOpKamMmXKFBYuXEhycjK33Xab33mffvopK1ac3oHn/PPP58033yQpKak2hy/UYTk6C/wyzDqJ6Hna536BAkCDEUpVFyVHGOkVZ+LHDI9f+w8n3BzI99I6XMzXC4IgBNOrr77K0qVLmThxIvPmzdM8W/J6i2uGw8LCeO6557j++usJDT29Y9mTTz7JqFGjWL16NZ9//jlXXXVVbQ7fT638RjnvvPNKqvNL69evH6tWrarwtT744ANeffVVdu3ahclk4qKLLmLmzJl07969mkZbPUqv2MswRdDeke7XVtFEdPnoAd32QInoAO5RN2gK0QFM33yKe8R1EBKGlH0C2zMPINszda/h7dEf18SH/NKQPcPHgtOB5eMlmuMlrwfrS4/imPYss3t1ZUhzC/dszOFokcKQnN/54LcXMan62wDkXvsvDEOvPN1gMOKc9BjWFx/FmLpVc7yclV5cjP7wi2JFtSBUkXmlfhq65/J/gMlcy6Op28r9GfjiIzimPYvSsWsQRicIDVP2GZNPdmMIhbKFUMU/2UCqdCF6MBLRo8vs9/S9uMZ/5uoVokNx8ueN7Y14hl6BYekCvz736BvFFqqCIJQvNBzntGewLHkG05ZvdA8xbfwaKScT572zwKa/pbsg1Gfbtm3j5Zdf5qGHHqJLly5ndY3jx4/j8XjKP7AKclw2wL84yORxcOhQ4G3VG5o44L/nwqIDJv53NPCOL6uPeNians3Mdm6GxgZ/W8ualJ6eXv5BglCDxNdg7QrvOYx2pQrRAUyr3mNP63MgwG5ZdZHJZBIFTELQBExEr4XdZpTW7VHiWyCnH/FrN6T+AI7CGnvPdWFTC/efF8b8VO0Oy4t+L8DuVph/URRWoyhGF4R6R1GQd6di2rQG44/fITkKK3yqt+dAnP+cDqHa9GKhYVFOLkowm80sX76chIQEAPr27cvSpUvp378/Cxcu1BSiL1u2DAC73U5qaipPPvkkgwYN4u2332bQoEG1+0EIdZLefVVGoER0VYUzFr5J+QGeBZYTENWYXNsmhB8ztJ+nj9IcPNBN/OwWBEEIFofDwbx580hKSmLu3Lm6AUfGkwFfzZs3Z+LEiZr+0NBQ7r77biZOnMimTZsafiE6QEREBJMmTdK0t2qln+qt57nnnuPJJ58kMTGRW2+9lYKCAj755BMuvfRSPv/8cy666KLqHHKV5Ja6UTph1hY8SbkVS0QPWIgeIBEdQG2RhPeCARh//t7/NR2FmNZ9jnfQiOIi9Ixjuud7z+2F865/66bVeUbfiOR0YF71rqZPcruwLXgIx4MLGNqmE5uviueNFT8wfcN8rKr+w9RZSdfw36LBLDrqYlBzy+kOownnvU9gnf+gbrKenH4Y67PTcMx8AYJQUCYIDYH8926MO7dp2tWwCDyDRwZhRHVfhX4GPrQAJblTEEYnCA3PmYnoSBKHLU3o6PC/f5FyAhSiB5p8CkoietmF6N4Bl9f4GAYmWHTbNxx1cWP7ULwDLsdlz8a89mNUownPiOvxDB9T4+MSBKGBMJlx3fkIamyzgAsdjb//hO2pyTinzkFt0rSWBygINcfr9TJp0iTOOecc7r///rO+TrNmzapxVFoeRaXIl61pbxEdRmJi41sg8kISjD3u4b6tBRwp0i8ks3slHtxlYWySmacuCK2VhNPa5Ha7SU9PJz4+HrNZLEQXap/4GgySli3xbPoC04E9fs2W3CzaHd+H66KLgzSwmrdy5UqWLFnCjh07KCoqIj4+nl69ejFr1ixatmxZcty+ffuYP38+P/zwA0ePHiU6OpqOHTtyxx13MGLEiEq95i+//MKcOXPYunUrXq+XLl26cPfdd3P11VdX94cn1LJcd4BCdHMtFGFLEt4Lh2jee0keD8ZfNtXoTqcPdo9g9WEXv2Vrn/kt31PEHzke3h7ShJZh9WdRiyA0ZtLxQ8XF55vXIGdWbnGgajLjuuFuvEOu8CsKFRquiIjiZyvdu3cvKUI/pUuXLiQlJZGWlobdbicqKkpzflRUFAMHDuSjjz6iV69eTJo0iR07dmAyBV4kLjQOejvNZJp0EtF93uJFdyFhp9vy7brXVMOjqmt49d7VyTZmbsvFV+rT/GFaEVO7hokdbQRBEIIkJSUFu93O+PHj8fl8fPnll+zbt4/IyEgGDx5MmzZtKnSdU/dSZ7NTb3WqtVmAyMhIZs6cedbn79u3j7lz59KuXTvWrVtHZGRx4fFtt93GJZdcwn333ceWLVuQ5eA/EPIpKnke/9/gJ/RukvJzNKv19MjHDmraVFlGjW9R5nnuUeM1hegAptUfYtyWgnxMP6Xe16ErzsmzA6dyShLua28HlwPzN59qu51F2J6bjuOhF2ii+Hg85SmkUsmlpyxoOYLZra+BQh9Xrs7kzs6h/F/PCEKMJ/8dzRacU57G9uw0DPv+0JxvOLwf27PTcTy4wO9mUxCEijF/sVy33T18LFhDank09URFfgY+OwPHzBdQEit2UyAIgr4ir4Kj1KzIEZ1CdDlHf3eXgIXoQdiOT40MXIjua90epXX7Gh9D81AD7SON7Mn1+rVvOOZCVVUkownP1bfgufqWGh+LIAgNlCThHjsRJbYZlrcW6G7dbDi0D9sTd+GcOg+lVdsgDFIQql9BQQH79u0DIC4uTveYSy65BIB33nmHUaNG6R5jtVprZoAn5Tv0U71jQ0w1/tp11cVJVjY3D2Xm1lzdnWNO+ehvN5tPeFnYP5qhLRre58psNjfarwGhbhBfg7XPe8UETC8/pmkPXf0h0sARUAees1QnVVW5//77Wbp0KcnJyYwZM4awsDCOHTvGpk2bOHToUEkh+k8//cTo0aPxeDxcfvnlXHHFFWRkZLBy5UpuuOEGHnroIR566KEKve6GDRsYM2YMVquVa665hrCwMFasWMGtt97K4cOHuffee2vywxZqWOmdkU+pjUR0AO9FQ3UXARu3ptRoIbrZIPHagGiGrDyB3qfg10wPg1dm8N/BTRgQIBRBEITgk/f9ieV/izHs3lnpc1WzBe8FA3BfcRNqGTu4Cw1P+/bFzzFO1eqUdqrd6XSWeZ2IiAh69uzJqlWrSEtLo2PHjtU7UKHe0buv0ktEh+LCc1UUoldKnM3A0OYW1h7xr9vaZfeyM9tD1xixMFwQBCEYtm/fDhQXkPfr14+9e/eW9MmyzF133cWTTz5Z7nXeead4bmDo0KE1Ms6KqjfL0ZcvX47X6+WBBx7wu7Ht2rUrY8aM4d1332XLli3069cviKMsVroIHSDDrLdazwdFBeVuUyUf1SlEj28BxrJXhiptOuE9pyfG33/yv16+HQLcjPmSO+KYOgcs5Uz8SxLu8fciuZyYvv9K212Yj/XZaUiKD6lIf+uuV5sPY0bbG/wK8V/7s5B1R1y8OjCannEnb3ZsITgemIdt7v0YDu7VXMfw925sz8/EMe0ZsNjKHrcgCCWkowcw/LRB065abXguFok8ZSr3Z2Ae1mcfwPHwS6jNEoMwQEFoGPzS0E86bGmiaZOyM/QX9xXk6V63riWi10Ya+ikDEyyaQvTjDoU9uV46RInUEUEQqod38CjU6Disix9Hcjo0/XJOJran7sV57xP4zu0ZhBEKQvWyWCzcdNNNun2bN29m3759XH755cTGxlZqZ8DqlqOzzTFAdC0VS9VVkWaZxQOiGdXayn2b7GTo3IMCHC1SuGZNFpO6hPJkr0gMskiLEgSh/vL16IfSvLVmN1b56AEMv2zC13NAkEZWM1599VWWLl3KxIkTmTdvniYhyus9/T553rx5OBwOli9fzsiRp3eMfPDBB+nXrx8vvvgi999/PxZL2QW2Xq+X++67D1mWWbVqFV27dgVgxowZDBs2jNmzZ3PllVcG9d5AqJpcl/ZZIEBULe2gorRsg695Eoajf/u1G377qXhOrAbnv85pYuK5PlFM3mTX7c90Kly1OpMnekVyV5dQkbIpCHWJomD66n+YP15SXKtQCd7O5+PtOxxvr4Fga3y7agkwYEDxPeLu3bs1fR6Ph7S0NEJDQ4mNjS33WsePHwcQaegCAHadOSu9GisAKc+OGt/S7+96ghFKVZdd2zZEU4gO8HxqAaNaV3xhuNUgkRBiICHUQFOrLObHBEEQqiAzszhwcdGiRXTr1o2UlBQ6dOhAamoqU6ZMYeHChSQnJ3PbbbcFvMbSpUtZu3YtAwcOZPjwmluUXhG1VojudrtZvnw5x48fJzw8nB49etCzZ8UfOG/cuBHQr9wfNmwY7777Lps2baoTheh6N0l6iegAUl4OalmF6KqqmQwGUBIqNjnpGT1eU4geiK9lGxzTnq34G0dZxvXPaeB2Ytq6XtudlxPw1P8l9Ofe9rfopsHvzfNy6aoMFvSJ4uaOJ8cSGo5j+nOEzLlP9/Nh2L0T64uP4hl6ZcXGXsvMbjeRWVmYMw5gqOltZmUZJbEtalxC+ccKjZp51XtIqnay3DP0qnIXyAiU/zMwNwfbvKnFxeji+1EQzopeIfoRvUJ0t1N3cZ9UoE1EVyUpKD/jAk14qUYTnj7Dam0cAxMsLNmlXST43TGXKEQXBKFa+br1xvHwS1jnP4icm63pl5xFWBc8iOvWabW6IEcQaoLNZuPll1/W7Zs0aRL79u1j6tSp9OrVq5ZH5i/YqZ113YhWNi5saub+zXZWHgic3vbKH4UcKfTxxqAmWAziYZsgCPWULOMeNR7r609rusxfvIPjgv7l7uRaXzgcDubNm0dSUhJz587V3abYaDz9qOzvv/9GkqSS3UxOadWqFV26dGHr1q0UFhaWW4i+YcMG9u/fz/jx40uK0KE4KXTq1KncddddvPfeezz44INV/AiFYNG7t5IlCDPV3veOt/cQDJ/+169N8nkx/vw93kEjA5xVPSZ0CKWJRWbS9znk6wR0+VR4ZFsu2zPdvNgv6vROyIIgBI1kz8Ly+pwK1w4AKAmJePpdirfPxaixzWpwdEJ9kJyczNChQ0lJSWHZsmVMmDChpO/5558nNzeXcePGYTQayc/P5/jx4yUp6md6++23+fnnn2nbti1t2ojdpQX9+6rMMhLRy/r7KWpEVBVH1bCMaGUlxChR5PW/b/v0bwef/q0Nk6kIWYJ4m1xcmO73n1xSrJ4QYiDCJImFiYIgCDqUkztLm81mli9fTkJCcW1Z3759Wbp0Kf3792fhwoUBC9G//vprpk+fTmJiIq+//nqtjTuQWitET09P5+677/Zr69GjB0uWLCE5Obnc8/ft20dYWBjx8fGavrZt25YcU57ytgGqDicKvJq2dLN+8ZEn8wTe6KYBryXbswhzarcGdjdtUbGPJakTxjadMaX9WeZh3vgW5N73FKrRDJX8HDlvfoBwRxGW1K0VOt51fj863TCDfj852Jiu/VxB8QTVfZvt+Lwebmh7cvWd2Yp78lNEPjcdQ+YxzTnG33/G+PvPlRp7bbEBtZm9qkoSjkvHUXTVLQ3mgYFw9txut9+fAHL2CUI3r9UcqxpN5A8ejVoLPysbirJ+BsrZGVjnTSV32nMoUTFBGF31EVtkC8GQrbO474hFP1lczs5A0RSi6ySih4SDrH3oXOMMRpS45sgZR/2avef3g7DaS2UY0MyMBJR+PLjhmIvbO4fpnSIIgnDWlNbtcfx7Mdb5D2lS+qB4lzDrf+bhykzHc9XN4r2LINSwnACpnY09Ef1MsVYDy4Y04YM0B9N/sJPn1v+crTjgJGdNJsuHxRBRS6mngiAI1c3beyjKJ28iZx73azfs/wvDHz/jO6dh7FyTkpKC3W5n/Pjx+Hw+vvzyS/bt20dkZCSDBw/WFD917tyZPXv2sHbtWr9E9EOHDvHHH39w7rnn0qSJdpF8aeWFKwFs2rSpKh+aEGR6BVORZgm5Ft/XeHsPwVKqEB3AuHV9jReiA4xqbaNDpJEbU7LZnav/vO/DNAd/5HhYPiyGpPB6s1G3IDQ4hp3bsLw+p8wguVPUsAg8Fw3D2+9SlOSOYr5G8DN//nyGDx/O5MmTWbVqFe3btyc1NZUNGzaQmJjI7NmzAcjOzubCCy/k/PPPp3379jRv3hy73c4vv/zCjh07iIiI4JVXXgnyRyPUFbqJ6AHDPu1l/h1ANVvAYquOoTUYYSaZka2sfJh2dkXnehQVjhUpHCtSAE/A48JNEn3jzdzSMZThLa0iRV0QBOGkiIji33Xdu3cvKUI/pUuXLiQlJZGWlobdbicqKsqvf82aNdx88800bdqUlStX0qxZ8BeN1so7/vHjx9OnTx+6dOlCaGgoe/fuZdGiRbz//vtcccUVbN68mfDwspMp8/LyiIuL0+07dW5enk6xUSnHjx/H4wn8C7A67LHLgH/BXqCbpOz9e8m1Bi4+Ctv/J3pTmhnmULIPHarQeHJ7DaNtGYXorsgY9oybjCe3AHILKnTN0qQRN9M2L4/wv8sueM9tey77L7sRNTed+e3gw1AjL/9twqXo32g8sK2AfHs2I5qe3hrMfN1k2r81D3OAlY0CSKpKyNfvk59r5+jQMWKCQACKFwSd0mL1e0iKdsu9zG79OJxXCHnatFwhsLJ+BhoyjmF7dhp7b5qOt54mzZtMJpKSkoI9DKER0ktEP6yTiA4gZWdAov/DYylfJxE9iFvxeQZejuXjJafHYjLhuXJCGWdUvyZWA+c1MZGa7X8//P0xF4qq1urDUkEQGgc1thmOR1/G+vK/Mf75q+4xls+WImcex3XrA2AUuzMIQk0JmIguCqn9SJLEP9qG0L+ZhXs25rD+qHbbYoDvj7sZ9VUmHw2PoaktCAsdBUEQqspoxD3ieqzLntd0mVYubzCF6Nu3bwfAYDDQr18/9u7dW9InyzJ33XUXTz75ZEnbo48+ytatW7n55pu5/PLLadeuHRkZGaxcuZKkpCT++19t0a+eU8FJp4KUzhQfH09YWBhpaWlV+MgarvPOO49DAZ5/9evXj1WrVtXyiPTpFUzV9n2VmtAKX6t2GA7u9Ws3/PFL8Y7MEfqBDtWpQ5SJb0bFcdf3OXxxUD/g5vccL4NXnGDJ4CYMayECTwShVnk9mD9egvnL/5V5mGo04eveB0+/4fi69hbzM0JAycnJrF+/nqeffpp169aRkpJCfHw8t99+OzNmzCip6YmNjWX69Ols3LiRb7/9luzsbMxmM61ateKuu+7i7rvvpkWLFkH+aIS6wq4TBFBkC1CIXurZn14iukhD1ze2TUi1FqJXVL5HZfVhF6sPu0gMM/DPjqHc1CGEWKuYTxMEoXE7tXNMZKR+Dcup9tJh1atXr2bChAnExMSUzFfVBbVSiP7QQw/5/b1r16689tprALz//vu89dZb3HPPPbUxlFqp/t+uugD/gu4TZv2bpKZmAxGJiQGvZd2r/6A+skt3Qss4z0/Llng3rcJ4eL+myxfZhMLpz9IsrnnFrlUG1/1PY33pEUz7/tDtd3foiufe2bQ0n96ycloruKqzj8k/FPBLljYtQUVi1h4L8bFhXNX65HmJiRROexbjc9ORRTF6meK3rCYsrimOkeODPRQhiNxuN+np6cTHx2M2m5Hy7DTZvlFznCrLGK65hUSxtd5ZcU2dg/XFh3V/Btoyj9H5o0XkTp2HGiIShwWhorJ0E9EDFKLnZGjbdBLR1bDa3KPEn2f0jWA0Yfz5e1SzBc+oG1ASa3/byYEJFk0hut2tkprloXusudbHIwhCIxAajnPaM1iWPINJZ1ceANPGr5FyMnDe+wTYQmt5gIJQc1555ZU6k/CVo3NvBSIRPZAWoQY+GR7Dm38V8si2XJzatdykZnu4bFUGn1waKxI+BUGol7wDLkP5fClyrn86qvHPX5H3/o7S7pwgjaz6ZGZmArBo0SK6detGSkoKHTp0IDU1lSlTprBw4UKSk5NLtjnu0KEDa9eu5ZZbbmHlypUl12nSpAnjx4+v0A6/cDo46VS6VWnh4eEVCldqrCIiIpg0aZKmvVWrVkEYjb5cnUV+UUG4r/JeNFRTiC6pCoYfN+AddmWtjCHCLLNsaBOeTy3gyV/yNDvxQfHc09g1WTx2QQT3nxeGJMIQBKHGSSeOYn1lNoYyAutUScZzxY24h4+FIM6dC/VLy5YtWbx4cZnHhIaG8vDDD9fSiIT6Tm+BnzcsSvfY0oXn+qFU+uc2dkNbWGgdZuBAgc4kVy05VOBj1s95zPk1j6uTbUzsFEbPOJO4NxQEoVEaMGAAALt379b0eTwe0tLSCA0NJTY2tqT9VBF6dHQ0K1eu1Oz0F0xBfUJy66238v7777N169ZyC9EjIiICTsrl5+eXHFMeq7XmV9oXqdpf2idM+isXzI4CKGNM5oyjuu3GpHYYK/GxeK66BePC//NrU8MjcT64AHOLpApfp0xWK64H5iHPewDDAf9vEF/bzrinzsVqC9Gcdq4V1owKYe72fJ7bka/pV1S4e0sBoVYzo1uf3D4nqT3OGfOxzZ2CVKg9RzgtdMXbGEPD8Vw2LthDEYLMbDZjtVoxr1yJ5HFr+r19LsHcMqn2B9ZQWK24pj2DPG8qhr+1NwnGQ/uIWvR/OKY/C1btz0JBELQqk4guZ+sVoutMPoUFLxEdScIz4jo8I64L3hgoLkRf+Lt2F5zvj7lEIbogCDXHaMJ1x8Oosc0wr3hb/5Dff8b21GScU+egNmlaywMUhIZP76EeQJRZPOgJRJIkbusUxjnRJv7xTRa5Ogldafk+Ll2VwcfDYzm3iUgNFAShnjFb8Fz2Dyzvv6rtWrkc5/1PB2FQ1UtRin//mc1mli9fXrLVcd++fVm6dCn9+/dn4cKFJYXoP//8M+PHj6dLly58++23dOjQgRMnTvD666/z0EMP8cMPP7B06dJgfTiNRmRkJDNnzgz2MMqkl9wZjJ1mvBcOwfLB65p207aUWitEB5AliQe6hdM1xsTE77J175tU4Imf8/g1083iAdGEm8SCSEGoKcatKVj+Ox/JEXgHZKVJHM47H0Xp1K0WRyYIgqClt4ufzWZGtYVqfo5pC9H9/w6iED0QkyzxxqBobl6fzbEi/XnC2uJW4P19Dt7f56BbjImJnUIZ08ZGiFHcHwqC0HgkJyczdOhQUlJSWLZsGRMmTCjpe/7558nNzWXcuHEYjcUl3mvXrmXChAlERUWxcuVK3V34gimohegxMTEAFBUVlXts27Zt2bZtW0mq75nK2uIwGPRukrJNoaiyjKT490l59jKvJR87qGlTomMrnRDn6zUI9+gbMX35HpLPh69FEq5/PYZaXUXop4SG45j+DNY3n8X4yyYAvD0H4vzndNApQj/FKEs82iMCiwxP/aotLPep8M9vs3l7aBMuSywuRldatcUx/Tmsi2YhByjYF4pZ3luMarHhHTI62EMRgq0wH9O6zzTNqiThHnVD7Y+noQkJwzHtGWxzpmA48rem27D3d6wvPIJz6lw4Y3cIQRD06aV25pjDUY0mJK9/ord+IrpeIbpIdenTzIxRAm+p54HfHXNx73nhwRmUIAiNgyThHnMbSkw8lrcWaN4fAxgO7cP2xF04p85FadUuCIMUhIYrUCJ6ZBAKpuqbi+ItfDUijjFrMnUf1KU7FEZ8lcF7w2Lo10y81xMEoX7xDLkC88p3kIr8Fywbt29GPrgPpVXdeO5ytk4FGHXv3r2kCP2ULl26kJSURFpaGna7ndDQUP75z38iyzLvvPMOISHFzzSSkpJ4+umnOXDgAJ999hk//PADF110UYVet6yApaioqCp+dEIw6S3yC0YhuhqXgK9NZ03isfxXKlJOJmp0bIAza8YlLa18O7op41Oy+CNHuxMywMoDTnbbM3hnWBPaR4qFfIJQrVxOLMtfwrThyzIP8/boh/O2GRDM4BZBEISTcnXuq6ItMmp4pChEr2YXNrWw89pm7M714ij9oLAcKsW7Ah0t9HG8yMexIoWjRaf+38cJh6K7M055dmR5uHeTncd+zGV8+1Bu6xRKc5GbJQhCIzF//nyGDx/O5MmTWbVqFe3btyc1NZUNGzaQmJjI7NmzgeLU9BtvvBGXy0X//v356KOPNNdq1aoV48ePr+0PoURQC9F/+uknoGJb6fXr149t27aRkpLC9ddf79e3bt26kmPqAr3t+FRJRgmPwpCb7dcu5eVojj2TfPSApk1JOLutB91jJ+IZPgYchagxzcBYQ//84VE473sKKSsdkFBjKp5kN717BC4F3WR0jwITUrJ57+IYhrUoToNXkjtSNHdZ8efJGXhFd7C53W5OpJ+gaXxTzOaau2OSD+3H8vaLSKr2a9Dy1gKwWPH2vaTGXl+o+0wpn+umH/guGIDavHUQRtQAhUcV79jw9GTk9COabuOfv2Jd+H84J88Go5hkF4Sy6CWiR1mNqNGxSBnH/No1hehuF5LLqTlfDRcT6+EmmQvizGw94b87xpZ0N26fitkgUlEFQahZ3sGjUJvEYV30OJLToemXczKLk9HvfQLfuT2DMEJBaJj0ghMizBIGWfzur4gu0Sa+HhHHNWsy2Zen3Q0xz61yzZpM3hzUhJGndvQTBEGoD2wheC4Zg/nztzRdplXv4pr0WBAGVX3at28PFCds6znV7nQ6OXLkCAcOHGD06NElRehnGjBgAKtWrSI1NbXcQvRTwUn79u2je/fufn3p6ekUFBTQo0ePyn44jYbb7Wb58uUcP36c8PBwevToQc+edee9gaqquvdWkUHaacbbe6imEF1SVYw/fotn+NhaH09yhJG1I+OYvMnOx/u17/kA/sr1MmRFBrN6RXBrx1BkSdyTCkJVWU8cJmrJbIw6QXenqEYT7usm4bn4ahDfd4Ig1BF691VRZrm4oPyEfyillHdGCJXbpTu/LJ4Fls0oS3SJrv46BY+ikl7k47ijuFj9WJGPQwU+PvvbweFC7VxaaXa3yqLfC1j0ewFDEkyMjDIwrrmKtdpHKgiCUHckJyezfv16nn76adatW0dKSgrx8fHcfvvtzJgxg7i4OKB4LsnlcgHw8ccf616rX79+DbsQfffu3bRs2VIzabd7924ef/xxAMaOPT0JkpubS3p6OhERETRr1qykffz48bz88svMnz+fESNGlEwOpqam8vHHH9OxY0f69OlT0x9Ohdhd2jVeRgmIiAJNIbo98IWKCpDtWZpmpQrFompENEREn/X5lXqtmPjyD9LxyPnhuH0qL/1WoOlzKzB+XRbvXxzLoOYnE6aMxjqfyuJ1Oim0HMKbmIjRWnO3SUqHrmAyYV3yjKZPUlUsb8xBNVvx9RxQY2MQ6jC3E/PqD/W7RBp6tVKjYnA8uADbU5ORs9I1/cYdP2B59Slcdz0GsiEIIxSE+iFLJwEhxiKjRsdB6UL0bP9CdKlAP3FMJKIXG5hg0RSiF3pVfsl0c1F8403xVFWVDKfCX3Yvu3M97Mvz4ip/bqxaSEBCiIEOUUY6RhpJjjBiEoWBQgPm69obx8MvYV3wkO77XslZhHXBg7humYZ34OVBGKEgNDx6qZ3RIg29UlqHG/l6RBzXrs1ie5ZH0+/ywU3rs3mxbxQ3dajcboaCIAjB5B5+Daav39cs6DZuXY/7mltR41sGaWRVN2BA8Vz47t27NX0ej4e0tDRCQ0OJjY3l+PHjAGRmZupe61S7xVL+++Z+/fqxYMECUlJSGDNmjF9fXQtXqovS09O5++67/dp69OjBkiVLSE5OLvd8p1MbTlCdCr0qHp3NZsIMSo2/th53t4uwvLdI0y5v/gbnwFG1Ph4AA7Cwt43zoiSe2F6EohOPWeBVeWBLLp/sK2RB7zBah9XvuXK32+33pyDUGlXFmPI5HT/+D7JPfycCAG98S/Jvn4kvsS2cLGIRhDNZa7COQRDKYndrbxSiLLJusvmZCehSvnZnZAA1QnueUPNMskTLMCMtw4C40+2zekaw+rCT//xZSMrRiv3+WX/Mw/pjFmbtzeHSRAcjW1kZ1sJKhJjLFAShAWrZsiWLFy8u85gBAwZgt9trZ0BnqcYL0T/++GMWL15M3759SUxMJCQkhL1797J27Vo8Hg9Tp071m2z74osvuPvuu7n++ut55ZVXStrbtWvHQw89xJNPPkn//v254oorKCgo4JNPPgHgxRdfRJbrxi8cvUT0KItcXAReipQfOBFdDrBauSqF6PWBJEnM6hmBW1F59Q9tcrPTB9evy+KjS2LoK7Y71vAOHIHL5cTyzkuaPklRsC6ehXPKU/i69g7C6IRgsm78WvfNmPfcXijJnYIwooZNjYnHcSoZvdQiJADTj9/CEiuu22ZAHfn9JQh1TZZTWwHcxCqjRMdS+rGUnFO6ED3A5JPYahQoLkR/VmcHmu+OuRpFIbqiqhws8LHb7uWvXA+77V5253r5y+7RnfAMBpMMbcKNJwvTTcV/RhlpH2kkxCh+bwgNg9K6PY5/L8Y6/0EMR/7W9Es+H9Yl83BnHcd91S0iqUsQqijQQz2hcuJsBlZeHsuN67L57pj24Zmiwr2b7GQ5Fe47LwxJ/OwSBKE+CIvEM+QKzF9/4NcsqQrmVf/D9c9pQRpY1SUnJzN06FBSUlJYtmwZEyZMKOl7/vnnyc3NZdy4cRiNRjp37kxERARbt24lJSWFoUOHlhx7+PBhli5diiRJfs+0PB4P+/fvx2Qy+RVIDxo0iKSkJD766CPuvPNOunbtChSHMS1YsACz2cx1111XC5+B+mf8+PH06dOHLl26EBoayt69e1m0aBHvv/8+V1xxBZs3byY8PLzMaxw/fhyPR7torLqccEmAzg4ojjwOHdLOBdcGc2J7wg7t8Wsz7d/F8Z3b8UTFBGVMACNDoek5Mg/vsmD36t8XbTrhZdCqHO5J8nBtgpf6vi4/PV0bTiMINUF2FhH958802bGJsMP7yjw2q2tfDl92PQpmOHSolkYo1Ccmk4mkpKRgD0NohNw+lSKvzpyVWdYtKJfy7aCqIEl+Reln0itgF4LHIEuMaGVjRCsb+3K9LPmrgOV7isitwPO4fI/KR2kOPkpzYJZhUIKFka1tXJ5oJT6kfi9iFARBaGhqvBB9wIAB7N69m9TUVLZs2UJRURExMTFccsklTJw40W8irzzTpk2jVatWvPLKK7z55puYTCb69OnDww8/rNnaMJgCbcenW4ieW0Yh+tEDuu1qQquzH1w9IUkScy6MxKPAkl3aYvQir8q4tVl8cmkMFzZt+MVSleW55BpwObB8+IamT/J5sb70GI5pz6B06l77gxOCQvJ5sa35SLfPPTp423I0dGqzljhnPIdtzhTddGbTxq9RLVbcN90nCqsEQUd2oET0JnGadqmoEBxFYCvehSdwIrooRAfoFWfGaihe4HemDcdcPNg9KEOqEW6fSlq+tzjh3O45WWzuZU+uF4evbhScB+JRirep/ivXy0pOp6lJQGKYgY6RRjpEmegSbeTiFmLCTai/1Jh4HI+8jPXlf2P881fdY8yfvYWUeRzXrdPAWP1bhgpCY5Gjl4guCtHPSrhJ5oNLYvjXhhw+/Vu7BTTA4z/nccLp48lekcji/Z4gCPWA59JrMX3zKZLXv3jXuPFr3FfdrPtevL6YP38+w4cPZ/LkyaxatYr27duTmprKhg0bSExMZPbs2UBx0vkTTzzBlClTGDt2LJdeeikdOnQgPT2dL774goKCAu655x7atWtXcu2jR49y4YUXkpiYyM6dO0vajUYjL730EmPGjGHkyJFcc801hIWFsWLFCg4dOsTs2bNp3bphhw6drYceesjv7127duW1114D4P333+ett97innvuKfMaZ+64XBMK7F5AG4LQOi6axMQgpcn2uwT+t0fT3G7bagpunR7UMJTERLiwjY9/bswnNVt/6zmnIvFcmpmN+SE83zuM5PD6N8/hdrtJT08nPj4es9kc7OEIDZXPi+mPn7FuWYc59QckT9kJ/Io1hMLx96JeOIQWtTREQRCEytCrr4JTiejaZ3qSxw0uB1hDRCF6PdQ20sjTF0bxyPkRfLzfwRt/FrIzu2ILSN0KrD3iYu0RF/dT/KxzZGsrI1tZaRcpnhsIgiAEW40Xovfv35/+/ftX+Pjx48czfnzgoshx48Yxbty46hhajdHb6jjKHGDbmKIC8Hp0H6Y31kT0UyRJ4tmLInH7VN7eU6TpL/CqjF2TxeeXxXJ+rJjQKc0zajyS04F55TuaPsnjxvb8TBwzFqC07RyE0Qm1LXrnDxhytFvK+tqdi9KxWxBG1HgoLdvgmPYstnlTkRzahTXmdZ+BxYZ73B2iGF0QzqCqKllOnUJ0q34hOoCUk4FqK75PCrgdn86kVWNkNUpcFG/h21Jb4P14wk2RV6l3iduFHoU9uV522b3szvUUF57neknL81LH680rTQUOFvg4WOBj7ZHifz8J6N3UzOgkG6NaWWkdXuNv8wSheoWG45z2DJYlz2LavEb3ENPG1ciZx3FdewdKu3NqeYCC0DDoPdiLEtvZnjWLQeI/g6KJscr8RydEAWDx74VkOhUW9Y/GVN+jPQVBaPDUJnF4+1+G6duVfu2Sz4vp6w9w33B3kEZWdcnJyaxfv56nn36adevWkZKSQnx8PLfffjszZswgLu70PMMtt9xC69atefXVV9m2bRtr1qwhNDSUrl27csstt1Tq+dTAgQP5+uuvmTNnDp9++ikej4cuXbowa9Ysrrnmmpr4UBu0W2+9lffff5+tW7eWW4hutdZsMbgD7a4oAHGhlhp/7UCkvhejvv8qkup/z2fdth45pinu6yYFZVyntLPC6pEhzNxqZ+lu7TO/U37I8DL0q1wevSCCf3UOxVAP76HMZnPQvg6EBkpVkQ/swbhpDcYf1iHnBQ66O5MvqQPOu/6NFN8S8RUpCEJdpVdfBRBllgIWlEv5uajWEKQ8u26/eBZY94WaZCZ0COWm9iH8mOHmP38W8tnfDgKsS9BQgW0ZbrZluPm/n/LoGGlkZGsrlyfaaB9pJNIsiV0KBUEQapmoUKgBetuHRFlk3UR0ACnPrltQJR/VFqKrIaGokU2qPsh6QpYkXugbhVtReX+fNmEqz6Ny9epMVlwWS9cYUYxemnvMbeByYF7zsaZPcjqwPTcdx8wXUFq10zlbaDAUH/Gbv9Ltco8eL4qfa4GS3BHH1LnYnp2O5HZq+s1fvodqteG5coLO2fXTypUrWbJkCTt27KCoqIj4+Hh69erFrFmzaNmyJQAffPABn3/+Ob///juZmZmoqkpiYiJDhgzh3nvvpXnz5pV6zV9++YU5c+awdetWvF4vXbp04e677+bqq6+uiQ9RqGEFXlV3siHGKqOY9QvR5ZwMfKcW7AVMRI+oriHWewMTtIXobgW2prsZ0qJuPprIdvpIPeFh63EDWRmF7Cso4C+7l8OF+mlajYUK/HDCzQ8n3DyyLZduMSZGt7YxurWVjlEiBUKoJ4wmXHfMRI1rhvnzZbqHGHbtIGT23fjadsYzfCzenoPAKKY1BKEiVFUNkIgu3g9WhUEuDlGItcrM3Z6ve8wH+xzszfVyWaKV3k3NXBBnJswkFgAIglA3uUdch/G7VZpCVtP6lcXziPU4WbBly5YsXry4QscOGTKEIUOGVOjY1q1bY7fbA/ZfcMEFfPSR/k6VQuXExMQAUFQUuIi5tgRO7gzevZUa2QRf1wsx7vhB02f+6n3UiGg8I64LwshOsxklXugXzegkG/dtsgecz3H4VB7ZlsuKvx0s7B9Fe5FwKTRSUnYGxi3fYNy0GsORvyt1rvuycbivvV3sLCcIQp1XdiJ6lG6flGdHjUsoI5RK/zyh7pEkiQubWriwqYWnLvSxbHcR//2rsNLP/f7K9fJXagELUgsAsBkkEkJkEkINJISc+Z9c8v/NQgxYDGJuVBAEobqIJ7Y1QO9GKdIso1oDFKLnByhE10lEVxJaNbqiUYMssah/NB4FPtmvLUa3u1WuWp3FF5fH0iVavJn2I0m4b7gHyeXE9N0qbXdRAdZnpuF45CXUhFZBGKBQG8y/bMKafULT7ktsi6/bRUEYUeOkdDgP55QnsS6YqdniGMDyyZtgseG57NogjK76qKrK/fffz9KlS0lOTmbMmDGEhYVx7NgxNm3axKFDh0oK0T/++GPS0tLo1asX8fHxqKrKzp07efXVV3n33Xf5+uuv6dy5Yrs2bNiwgTFjxmC1Wv22Or711ls5fPgw9957b01+2EIN0EtDB2hikVFtARLRszNO/3+B/uQTIgWhxKAEi277hmOuoBaiq6rKkUIfu3O9J5PNTyecZ5Z8XVgA7cKemmCWa+f226OAUk3p7TuyPOzI8vDkL3l0iDRyRWsbo1pb6RZjEgkQQt0mSbiv+SdKTDyWpfORFP3fBYZ9f2J4ZTZK9Ct4Lr4az+BRECZ+vgtCWQq9Kh6dbymRiF51kiTx0PkRxNlkpm3JRe/X+S+ZHn7JLH4fKEtwbrSJ3k3N9I43c2FTM4mhBvE7WhCEOkGNb4G39xBMP6zza5fcTsxrP8F9zT+DNDJBgJ9++gmAVq2C/ywjUHJnZJDvrVzXTcLw1w4kp/ZZmuX9V1EjovH2vzQII/M3rIWVzVc15f9+yuW/fwVeWLD1hJsBn5/gkfMjuOucsHqZji4IleZyYPzp++Li8z9+QVIrN2GohEfiuv1hfN1619AABUEQqpfdpf9zLspcRiF6fvHOEFKAHSLUCP3zhLotzmbggW7hTDkvjI1HCvjgzyw25lo4UFDBmPQzOHwqafk+0vLLLmiPscg0C5Exn0VBeoxFpluMifNji4MnEkIMlb6GIAhCQyIK0auZqqq6E1BRZhk1JEr3HN2bI68H6cQRTbOS0LqqQ6yXjLLEawOjcftUvjioLTrKdilc+XUmbw1pQp94s3h4dyZJwnXLVHA5NQ8QAOR8O7Z5U3E88jJqXEIQBijUKFUl5Kv/6XZ5Rt3Q6Ba2BJvvnJ4475mF9eXHkHzaNz2W9xahWqx4h4wOwuiqx6uvvsrSpUuZOHEi8+bNw2Dwf8Pl9XpL/v+tt97S3aJ02bJlTJ48mblz5/LWW2+V+5per5f77rsPWZZZtWoVXbt2BWDGjBkMGzaM2bNnc+WVV9aJh1RCxWUHKESPsRpQo8++EF0NDa/64BqIbjEmIkwSeR7/Sb7vjulvL13dVFVlf76PP3M8J4vOi//ck+sl31NNFdkVJAFJ4QY6RJnoGGmkQ5SRjpEm2kcaibLUzkNkr6KyP99bUnRf8vmweynwnv3nY3eul+dS83kuNZ/EMAOjW1sZ3dpGzzgzJvEAV6ijvINGojaJw7rw/3QLKE6RczKxfPgG5s+X4e03HPfwsajNG+d7ZkEoT6Biqeha+j3XGNzWKYwYi4HbN2TrFv2foqiQmu0hNdvDG7sKAWgeIp9MfzJzUVMz58WYxO9pQRCCxjPyBt15ZNPaT3Bf/g+whQZhVEJjsXv3blq2bElISIim/fHHHwdg7NixQRiZP7vOzsgQ/EV+avPWOCfPxjr/ISSfV9NvWTIPNSwCX/c+QRidvwizzPN9o7kqyca9m+wcLNAvEnL64LGf8vj8gINF/aPFzm9Cg2b48Tssbz2PnG+v9Lme1u1J73gBthHXYomOqf7BCYIg1JAyE9Ej9MNHpLziZ4CSzs9L1WgCa4imXag/DLJE7zgTzZ0enmsZz36nkVUHHHxx0MmOLG3gX1VkuRSyAsybVsQ3R04/U00IkYuL0mPN9IgtLlA/m2eMiqqS6VQ4WujjuMNHjkulqU3m/BgTTayi2F0QhLpLFKJXsyKvil6dSKRZQg0PkIieZ9e0yccP66a/KY34obpJlnhzcBNuWp/N6kPaYvQMp8KIrzJpFWbgmmQb1yTbOK+JSH0EQDbgun0mktuJ8ZdN2u6cTGzzpuIafy8YKn7jopqtKK3bg03cyNdVhtStGA+nadqV+BZ4Lxxc+wMS8J3fF9edj2B5ZbZukoXlrQVgseLte0kQRlc1DoeDefPmkZSUxNy5czVF6ABG4+lbD70idICrrrqKyZMnk5am/drVs2HDBvbv38/48eNLitABIiMjmTp1KnfddRfvvfceDz74YCU/IiGYAr3pj7HIqFFNUGVZc68k52SW/L/ednxqSBgYxO3vKUZZom8zC1+Xuq/anuXB7lJqrADb7VP5374iXv6tgD252oeiNcksQ7sIIx2iTCeLzYv/v12EEZsxuPeMRlmifaRJs920XkL8LruX3XZvpSfHDhX4WPx7IYt/L8QkQ5twIx2jjH4F+O0jjYQYRVGiEHy+8y7E8fBLWBfMRLZnlnms5HZhWr8S0/qVeM/rhWf4WHzn9gJZfC0Lwik5gYqlRCF6tboq2Ua0JYbx67IrtZDsaJHCZ387+Ozv4sU3NoNEj7iTqeknC9TFogFBEGqL0qot3u59MW7f7NcuFRVgSlmBZ+T1QRqZ0Bh8/PHHLF68mL59+5KYmEhISAh79+5l7dq1eDwepk6dSr9+/YI9THLLKJgKNt85PXHd+bDu/LOkKFgXPY5jxnyU9ucGaYT+BjUvTkef9VNeySI9PT9leBi44gSTzw3nyiQbXaKNyEF8/udVVA4X+jiQ7+XvfB9/53s5nO+hoNBM6OF8ZEPgpPfSwk0ySWEGWocbSQov/jPY6fpCLXO7sLy7ENP6lZU6TWkSh7fPJXj6DccR04yMQ4dIFAvGBEGoZwKFJ0SZpTIS0e0n/9R5FhgeKcL4GhBJkugSbaJLtInp3SM4VODly4NOVh10sum4C1/t5lqV6ViRwrGDTr48I1y1bYSBHrHmk/8VB2BluRSOFiocd/g4VujjaJGP40U+jhX5OFakcLzIp1t3CMWhWqeu1SPWTLcYE6Emcd8oCELdICpxqlnAFASLHHD7Fyk3W9t27KDusUpC405zNRsk3hrchBvWZZFyVD+t82CBjxd2FvDCzgLaRxq5OtnGmGSbSEkwGnHe9X9YX3gE428/arrljGPYXni40pdVQ8Nx3vFwnUjQEEpRVcwr39Htco+4HmSxWjJYvL2HgsuJdckzmj5JVbG8MQfVbMXXc0AQRnf2UlJSsNvtjB8/Hp/Px5dffsm+ffuIjIxk8ODBtGnTpkLXWbNmDQCdO3eu0PEbN24EYOjQoZq+YcOGAbBpk3YRjlC3ZQVMRJdBNqBGxfgloANIOWcmoudpzlXDIqp3kA3AoARtIbqiwuZ0FyNa2ar1tRxelbd3F/LSbwUcLix7K7yqCjdJdIg0ahLOW4cbMNazdFFJkmgZZqRlmJGhLfz7Tk24rTjgYEu6G6USE24eBf7K9fJXrhcOnP4akIDEMAOdoox0iDxdsN8xylQnHqgLjYvSuj1FT72JedV7mL77Aqkwv9xzjDt/xLjzR5SEVriHj8HbbzhYqvfnmSDUR4Ef6omf7dVtUHMrX1wey7Vrs8gIcE9bHodPZdNxN5uOu4ECADpGGrmwqbk4NT3eTLsIowhfEAShxrhHj9cUogOYVn+A55JrwGwJwqiExmDAgAHs3r2b1NRUtmzZQlFRETExMVxyySVMnDhRd/4vGALdW0WY6sbvZm/voUh5dizvvKTpk9wubM/PxPHwSygtk4MwOq0wk8yzfaK4MtnGvRtz2J+vP2/k8sGzO/J5dkc+cVaZQc0tDEywMLi5hVZh1fvIW1VV7G6Vv/O9J//z+f15uNAXoPDJCBnuKr9+tEUiKdxIUlhxcXrSGUXqLUPr3/yWEJh8eD+WV57AcHh/hY5XLVa8vQbh7Xcpvk7dTj/rc2pD3ARBEOqDnLIS0a1Run2nC9Htmj41Qj8gVGgYEsOM3NkljDu7hJHjUlh9yMmqgw7WHXFRVIXdhWvKvjwf+/IcfJgWeOfXyii+F3Xwyf7i68kSdIoy0uNkEvv5sSbOaSJ2WhQEIThEIXo1C5iCYC6jEF3n5kg+ekD32MaciH6K1SixfFgM//gmiw3H9IvRT9mT6+WZ7fk8sz2fc6KNXJMcwjXJNpIjGumXvsmMc/JsbM/NwLA7tVouKRXmY33pMZxTnsLXtXe1XFOoHuaP/oNhz2+adiU6trggRwgq78ARuFxO/YcBioJ18ax69321fft2AAwGA/369WPv3r0lfbIsc9ddd/Hkk09qzvv000/ZtWsXDoeDXbt2sW7dOlq3bs3DD1dsccy+ffsAaNu2raYvPj6esLCwCqerC3VHwER0a3GxlBodC6UL0bPPLEQPkIIg+BmYoF888N3R6itEz/co/HdXIQt/L+CE4+y3t9MTZ5VLiszPTDhvHiI3isKsMyfcMhw+vjrkZMXfDr475sJzlp9qleKFnQcLfKw57H+v3S7CyK2dQrmlQ4hIWBBqT1gE7n/cifuqCRg3rcG85iPkY4fKPU0+dhDrW8+jfvQfPINH4Rl2NWpM01oYsCDUTTkB7q1EynbN6B5r5qcx8bzxZyEpR5z8kunGWcV1eKcWkL29pzhds4lF5sKmZnqfLE7vEWsO+g4vgiA0HEq7c/B2Ph/jn7/6tcu5OVhfmY3z7sfB2Ejn2IUa1b9/f/r37x/sYZTLrvMsMMIsYahDBR+eS65BysvBvOJtTZ9UmI/1uek4HluEGhMfhNHp69/MwsYrm/LkL3m8+kchZZUSZTgVPkpz8NHJop424QYGNbcwuLmVAc3MNLGWH8Tj9qkcKvDxd4F/sfmB/OK2vADhY7Uhx6WS4/Lwa6ZH02eQikMELowzM7C5hcEJFlpWcyG+UAtUFeN3q7AsfxnJXfbzblWS8Z1zAd6+l+DtOUAsuBcEoUEJtMAv0iyDbEW1WJFc/ottyixED5CiLjQ80RaZ69qFcF27EBxelc3pLvblejlWdCplXDmZMu4j31P3itSrg6LCHzle/sjx8s7JOUOLAbo2MXH+yST2C+JMtI0I7m5CgiA0DuJdaTUr8ybJYtO/ScrL0Rwv6ySiq0YTalyz6hloPWczSrw3rAlj12axJb1iyQK/53j5PSeP2b/k0SPWxNXJNka1shFhrtwvW1mSiDJL9be4yWLFMXUOtnlTMez/q1ouKfm8WF96DMe0Z1A6da+WawpVY1r5DuYvluv2eS7/B5jMtTwiQY/nkmvA5cDy4Ruavvr4fZWZmQnAokWL6NatGykpKXTo0IHU1FSmTJnCwoULSU5O5rbbbvM779NPP2XFihUlfz///PN58803SUpKqtDr5uUVJ19HROinXYeHh5ccI9QfOQHSI5tYThWixwF/+vXJ5Saii0L00rpEG4m1ymSW+nx/X85iv4qwuxRe/aOAV/8oCLhrUEUlhhlKks3bhECkM4t+7RNoHhlS5XE2FHE2AxM6hDKhQyh2l8Kaw05WHnDwzWEXjmram3BvnpdHtuWyYEc+d50TxsTOoWKraKH2WGx4h16Jd/BoDL/9iGnNRxh3and6Kk0qzC9OVP/qfby9BuEZPhal3Tm1MGBBqFv0iqUAsdtFDYo0y0zrFs60buG4fSo7sz1sPeFm2wk3W0+4OFZUtQV62S6Frw85S3a3MUrQI9bMde1CuL5diChKFwShyjyjx2sK0QGMv2zE8p+5uO6YKXZcFBotvXmOurjTjPuafyLl2TF9u1LTJ+dkYnt2OkWPvAR1qGAr1CQzp3cUVybZuHtjDvvyKraaLy3fR9pfRfz3ryIkoGuMicEn09LDTHJJsvmBgtPJ5kcKfWUWu9dVPvV0GuYHJwvx20UYGXwyIX5ggkXc59d1hflY/jsf04/flnmYr2Uy3n6X4r1oGGqTuNoZmyAIQi3Tu68KM0olic5qeBSS67hfv5Sfe/JPu+ZcEUrVONmMEsNaWBnWQr8/36NwvMjH0cLi4vTjJ4vVjxX5NM9IK8KjqPxl99bJAneXD37M8PBjhgcoBIoXzZ4fY6ZHbHGB+gVx5kYT6iUIQu0RhejVLPCDvZM3SRFNkDKO+vVJeXbN8fJRbSG6Et8CDOKf7JRQk8zHw2OY92s+b/5VWKlf8L9kevgl08NjP55dYWK4SaJTlJHO0SY6R5noHG2kc5SJprZ68ovaFopj2jPY5kyp8FZv5ZE87uLtHGcsQGnbuVquKZwd05qPsHz0H90+JSIaz+BRtTwioSyeUeORnA7MK9/R9NW37ytFKf4daDabWb58OQkJCQD07duXpUuX0r9/fxYuXKgpRF+2bBkAdrud1NRUnnzySQYNGsTbb7/NoEGDaveDEOqMLJf2IZNRKv4dDKDoTLxL+bngdoHZUjIJdSZRiK4lSRIDEywlW7id8ofdywmHj6a2yhcVZDh8LPq9gCW7Knd/ZpSgTYSRDpFGOkYZ6RhlokOkkfaRRr/0bafTyaFDSsmiBEEryiIzrm0I49qGUOhRWHfExRcHHHx9yEleNUyKZbkUZv+Sx4u/5XNH5zAmdQklpgJJY4JQLWQZX9fe+Lr2RjryN+a1H2PctKbc9DBJUTBtXY9p63p8bTvjGT4Wb89B9SLJc+XKlSxZsoQdO3ZQVFREfHw8vXr1YtasWbRs2bLkuLy8PObOncuKFSs4ceIE8fHxXHXVVTz44IOEhYUF8SMQ6oJAwQnRlVycL5wds0Higrjihzx3nQOqqnKo0FdclJ7uZusJN7/leFCq8Gvaq8K2DDfbMtw8/Wset3cOZWIn8TtaEISz5+tyAb62XTDs+0PTZ9ryDZituG59AOrDfLggVLNcnXurOrlQW5Jw3TwFqSAX408bNN3ysYPF888PLqhzCcsXxVvYeGU8T/+ax6LfCyp1n6QCO7I87Mjy8OJvBTU2xrpkb56XvXle/rOrEFmC7jEmBje3MCjBQu+mFqxikWKdIe/9Hesrs5Ezjwc8RrVYcU24v3h3Y/F7VhCEBk5vzurMBVVqeBSU+pkp5dnB60EqKtScKxLRBT3hJpnwSJn21fioWFFV9uZ6+TnTwy+Zbn7NdJOa5SFA2WBQ5blVvjvm4rszgsjibTI9YouL03vEFaeni90zBUGoirr/xLWeyQ2Q9ngqCUGNiAJNIXqpRHRF0U9Eb966WsbYkIQYZWb1iuSh8yNYe9jJp/uLC2yqK/UxkHyPesYKstOaWGQ6RxvpEmWic7SJTlFGukSbsNboaM5SWCTO6c9hXfh/GPb8Vi2XlJwObPNn4HjoBZRWbavlmkLlGL/9Asvyhbp9qizjmvhQnZtQFsA95jZwOTCv+VjTJzkd2J6bjmPmCyit2gVhdBV3KpG8e/fuJUXop3Tp0oWkpCTS0tKw2+1ERUVpzo+KimLgwIF89NFH9OrVi0mTJrFjxw5MJlOFXjdQ6nl+fr7u6wl1W5bO6vMY6+kFX8WJ6FpSTiZqTFMkZ5GmT6Qg6NMrRIfiVPQxbSqeOH6k0MdLO/NZtruowvdi50QbufucMC6IM9MmwliScCFUn1CTzBVJNq5IsuHyqWw87mJ7poe/cj3stnvZk+ul0Ht29855bpXnduSz+PcCbu0Yyr3nhtEsRBS7CbVHbZGE65YHcI2diOnbLzB98ylyTma55xn2/Ynhldko0a/gGXY1niGjoA4uVlJVlfvvv5+lS5eSnJzMmDFjCAsL49ixY2zatIlDhw6VFKIXFhYycuRIdu7cydChQxk7diypqam8/PLLbNq0iS+//BKrtU6+MxVqiUhEr1skSaJVmJFWYUbGnrzfyvco/JxxKjHdzY8n3Ge9gCzTqTDn13xeSC1gfPsQ7j4njOQIMQ0sCEIlSRLO22YQ8uQ9SEXaQk7Td1+gWqy4b7hbFMkJjY7evVVUXV3gJxtw3vkI1oI8jLu2a7oN+/7E+vL/4ZzydJ1bqGszSszuFckVrW089Wse3x9zUcOP/6okxAhmVGSDjETFvh4UVOwutVqT2RX1dCDXgtQCrIbiwv5BJxPiuzYxYRBzcLVPUTB99T/MHy9B8gVO+ve1bo/zrn+jNkusxcEJgiAEj959VeQZ91VqRJSmX8q36wZSBTpeEGqCLEl0iDLRIcrE9e2K5/fcPpU/cjz8nOnml0wPv2a4+dPuLfdeL8YikxBqoHmITLMQAwkhBpqf/DPSLLHL7i255p85nmq5J053KHx1yMlXJ3dbBEgON3BxCyu3dgqlS3TZNRqCIAil1a0ZhQYgUMJUZEkherSmr3QiupR9Asnt1BynJLSq+gAbKJtRKimwKfAUb038yX4H3xx21upqs2yXwqbjbjYdd/u1N7NJJFksdMso5NxYH12iTXSMMhJmCu4DXzUqBsfDLyIfOYBkz6rUucYfvsG0cbWmXSrMx/rsNBwPv4gqvmZrlXHLOixL5+v2qUjk3zoduVvvWh6VUCGShPuGe5CcDkwbvtR2FxVgfebk91UdXpTUvn17ACIj9Qu5TrU7ndrfcWeKiIigZ8+erFq1irS0NDp27Fjm8W3bFi982bdvH927d/frS09Pp6CggB49elTkQxDqkCyde6qYMxMQAmxFKuVkgEW/0E4Ni6iewTUwgxIsuu0byihEV1SVw4U+dtu9/JXrZUemm0//duCp4H1XzzgTD3QN57JEa/3YTaaBsBhObU14+ntEUVWOFPr46+S/5W67h925Xv6ye8kO8N6mtCKvyqLfC/jPrgJubB/K5HPDaB0u3moKtSgsEs+o8Xgu+wfGn77DtPojDGl/lnuanJOJ5aM3MK9YhrfvcNzDx6C2SKr58VbQq6++ytKlS5k4cSLz5s3DYPBf6OH1ekv+/8UXX2Tnzp1MmTKFxx9/vKT98ccf54UXXmDx4sVMnTq1toYu1EE5Oj/TTTKEimTEOiPcJDO4uZXBzYt/T/sUlV12L9tOuPnhhIttJ9zszw9csKLH4VP5z65C3vyrkNGtrUw+N5wL4sw1MXxBEBootUUSjgfmYXt2GpJTu4DZvOYjsIXgvuafQRidIARPrl4hel1e4Ge24LzvSWxz7sNwcJ+m27hzG5b/zMV1x8Mg172Po1dTM59dGkueW2HTcRffHi1Oc9xl95Z/cjWSJWgZaiAp3EhSePGfrcNO/z1EdXP48GESExMrtRDY6VU5VOjlQL6Pv/O9/H3qzwIff+d5KTjLAIGS6/vg26PFn7dZPxcvmhiYYGFQcwuDE6y0iTCI+bkaJtmzsLw+B+PvP5V5nHv4GNzj7gSTuGcXBKHx0Ntpxj8RXfvcubgQ3a57PZGILgST2SDRPdZM91gzp/aIL/Ao7Mjy8GummxyXQozVQEKITMLJQvNmIQYshrLvxXrHW7i5YygARV6F1CzPyYWHbn7JcJNWyTnDQPbn+3hjVyFv7Cqkb7yZiZ1CGdXahrmc8QmCIIAoRK925SVM6a7Wy8sBVS1JDdFLQwdQ6nDxYV0SZpIZ2yaEsW1CsLsUVh108Ol+B+uPBi8p4bhD5bjDwA92J/x1ugCzdZiBztEmukQb6XQyRb1DpLHcm4xqJRtQEttAYptKneY7pwd4PJi2pmgvmZeDbd5UHI+8jBqXoHO2UN0Mv2zE8vpTSKr+F/nBkTcReuGQupnOLxSTpOLtjF1O/e+rfDu2Zx6o099XAwYMAGD37t2aPo/HQ1paGqGhocTGxpZ7rePHi7dYKy8NHaBfv34sWLCAlJQUxowZ49e3bt26kmOE+iVbJxG9ifX0xJMSoBBdzs5ACVBwrtbBtNu6ICncQMtQA4cL/ScpvjvmwqOo7M87VaDs5a9cD3+dTNEuOouHYP2bmZnWLZxBCRbxgKuOkCWJxDAjiWFGLm7p35fp9LHL7uUvu4cP9jnYesKtf5GTXD5YsquQt/4qZFzbEO7vGkb7SJGYINQioxHvRcPwXjQMee/vmNZ8hPHH75CUshdVSG4Xpm9XYvp2Jd5ze+EZPhbfeb2CWoDhcDiYN28eSUlJzJ07V1OEDmA8mVaoqipvv/02YWFhTJ8+3e+Y6dOn85///Idly5aJQvRGzu7S/t6OMsvi93EdZpAlzmli4pwmJm7tVPygKb3Ix7ZTqenpbrZnuSsUwKCo8PnfTj7/20nfeDP3nhvGpYlihkAQhIpR2p2Dc8rTWOc/iOTRvicwf74M1WLFM/KGIIxOEIIj0L1VnRYShvOBZ7A9eS9yqZ2bAUxbvkGNiMZ9/V11dpeDCLPM5a1sXN6qeNfXY0U+Nhw7WZh+1MnRoqonU0WZpeIC83ADSWFGv6LzlmGGMnfzczrP7vNmNUq0jzTpzqGoqkq2SykpTj9Q4CMtr3ix4u7csyvEt7tVVhxwsuKAE8ilZaiBwc2LE9MHNbfQ1CZ2u6tOhp0/Ynn9aeTSO6SfQQ2LwDnxIXzn963FkQmCINQN+jvNnFmIHqXpl1xOpKwTutcTuyMLdU2YSaZfMwv9mukHg1VWiFHmongLF8Wfvl6OS+HXk4npp4rTjzuqdm+8Od3N5nQ38bZcbu4Yyi0dQmkeKu4TBUEITBSiVzO9FASACFPx5INuIrrXA45CCAkDQD56QPcaohC98qIsMuPbhzK+fShZTh8rDzj5OK2Ijcfd1brN3dk6UODjQIGPrw+dbjNI0DbCSOeTxeldok10jjLSJsKIsS5tlScbcN3xMJLbhfHXTdrunExs8x4oTnAOUCwoVA/Dzh+xLpoVsMCmYNy/yO5wAaG1PC7hLFTo+2oqjodfqpPfV8nJyQwdOpSUlBSWLVvGhAkTSvqef/55cnNzGTduHEajkfz8fI4fP16Son6mt99+m59//pm2bdvSps3pRTIej4f9+/djMplITk4uaR80aBBJSUl89NFH3HnnnXTt2hWA3NxcFixYgNls5rrrrqvBj1yoCbqJ6GcUoqvRgRLRM5Gi9Rc7iER0fZIkMai5heV7ivza/8730fztoxVOOS/LxS0sPNAtnD7x1TPJItSOWKuB/s0M9G9m4Z8dQ9l43M381Hy+Peoq8zyvCu/uLeK9vUVclWTjslZWOkYaaR9pJDTIOwIJjYfS7hxc7c7BnXUC07pPMX37BVJhfrnnGX/7EeNvP6IkJOK+ZCze/sPBYquFEftLSUnBbrczfvx4fD4fX375Jfv27SMyMpLBgwf73SPt27ePY8eOMWzYMEJD/e/6Q0ND6d27N+vWrePw4cO0bNmy9EsJjUSOznxVdF1O7RR0xYcYGN3axujWxT+XnF6V7VnFhemf/u3g10xPudcofoiUTcdII3d2tNBbzA4LglABvs7n47x3NtYXH0HyaQsfLR+8DhYbnouvDsLoBKF2uXwqDp3UozqdiH6SGhWDY/qz2J68R7co1rz6Q9TI6HqzsCQhxMA/2obwj7YhqKrKnlwv350sTP/+uIs8t/bfyShBq5IU85MF52ckm9e1f0dJkoixGoixGjQ72xwt9J38eJ18d9R11sVGhwt9vLOniHdOzg12iTaeLEy30reZmXAxl3N23C7Mny7F/OV7ZR7m69QN552P1slnPoIgCLXBrvP72j8RPUr3vEB1VSIRXWiMoi0yQ1tYGXrGjshHC338nOnm10w3P2d4+DXLrXt/XJ50h8Iz2/OZvyOfUa2t3NYpjAHNzCLgRBAEDfGooZrZdYqmIkz/3959h0dVpX8A/94yfZJMSA+kURJ6bwIiooLK6iq6ri67lp+6rr0C1lXXBjZce91Vd+2r7sqiAgsoCggq0qSETiAQAmTSpt6Z+/tjkkCcSZnkJjOT+X6ehyc4985wcnznzJl73/MeAZJYn4huC/k8ocoOtSERvYmK6Jm8YdweKUYJlxdZcHmRBYccPiw54MKhNlRHqFX82GpXsKXCiz3VPs0T2n0qUFypoLhSwX9wvHq6XgQKbYGk9H7Jx3/mWiWIkfqAl2W4rvszjM/cE3I7ObG8FKbHb4fj7meBJmKf2kfctgHGZ+8NLGgJwX3hVXCddh5QUhLyOEWhFt9XB6P6ffXUU09hypQpuOmmm7BgwQL06dMHGzZswPLly5GTk4OHHnoIAHDs2DGMHj0aw4YNQ58+fZCdnQ273Y61a9di/fr1SExMxEsvvdTotUtLSzF69Gjk5ORg48aNDY/Lsoxnn30WF1xwAaZNm4bp06fDarXis88+Q0lJCR566CHk5XWdxVyDBg1CSRPv6fHjx2PBggWtfq0PP/wQL7/8MrZu3QqdToexY8firrvuwtChQzVqbduoqoqjISqipxiOr7JWm0g2FyrKgZrs0K/LKghNmpgVnIgOoN1J6OfkGXH74AQMTeV2srFOEAScnGXAyVkG/FDuwZPrq/FliavZ56gAPt3jxKd7nA2P9bBIKLLJKEwKLLostMkoSpLRzcgqCtQx1JR0eC66Bp5fXwp5xSLoF33c5C5kJxIPlsD49jyo/3oN3knnwHv6eVBTMjqhxQHr1q0DAEiShPHjx2PHjh3H2yaKuO666/Dwww8DCCSiA2iUnH6inj17YsmSJdi5cycT0eNYqOtVUV+1k1pklIWGCkg3DrRiRZkHz22sxsL9zS8aA4BtlQpuW6MgRWfCb47VYkK2ijHpeqSxAiYRNcE3ZEzgmtULD4QsiGH4x1+hGoxQTj4rAq0j6jyh5lUAkBQjcys1oztcdzwO06M3Q3AFXwsyfPgq1IRkKBNj670sCAIKbToU2nS4up8Vil/FuqNe/HzMC0FAQ2Xz7map4Z5trMu2SLiktxmX9A4k4m+rVPB1aSAR/9tDblR723YHc3OFgs0VCl78uRayAIxK1+P8fBMu6mWOukT9qOP3QyzeCN2KhYEd2py1TZ6qCiI8510G77m/B0TOwYkoPnl8asjdd5NbqIgOAGLpnpCPN5WTRRRvsi0Ssi3HC1r4VRW7qhT8eMSLteUerD3iwYZjXrh9LbxQHd8JOy72tcm4sq8Fv+1lRmKMfA8ioo7HRHSNVYZYPZR04mq9EBXRAUCoqoBal2ge6qa4PzUjIlXYuqpMs4QZfdpfH7rW60dxpYLNFV5sqVCw1R74ecDRyk/qMHj8wKZjXmw65gVwPJnHIgsoOiE5vX+yDv2Sdcg0ddIW23oDXDc/BNOTsyAVbww6LB7cB9MTd8B55zzAktDx7Ykj4q6tMD19JwRP6BvMnl/NgPec3wOu5pPEKArF8PuqoKAAy5Ytw6OPPoolS5Zg6dKlyMjIwNVXX41Zs2YhLS1Q1SM1NRUzZ87Et99+i6+++grHjh2DXq9Hbm4urrvuOlx//fXo3r17q//diRMn4ssvv8Rjjz2GTz/9FF6vF/3798eDDz6I6dOnd9SvGzGJiYm49tprgx7Pzc1t9Ws8+eSTePjhh5GTk4MrrrgCNTU1+OSTTzB16lT85z//wdixY7VsclgqPSpCFJZCtxMqokPWwZ+YHFS9STxWDn9NZegXZkX0Jk3M0q5SuSgAFxaYcOvgBPRLDt5SmGLfyDQ93j89BRuPefH0+mr8e4+z1Ysz99f6sL/WhyUHGs9fUo0iCpNkFNlkFNl0GJOux9AUHSsqkHYMJiiTfw1l0jmQNn0P3aJ/Qd74fYtPExw10H/+HnRffgBl5CnwTr0Q/l79O3yr+iNHjgAAXnjhBQwZMgRLly5FYWEhNmzYgFtuuQXPP/88CgoKcOWVV6KqqgoAkJQUesFVYmLg86/+PIpPFSESppINHGO7EkEQMCHTgAmZBmyp8OL5n2vw4U5HiwsLj3oFvLzVhZe3Bq4d9EyQMDpdj7EZBoxO16OvTY5cAQQiijq+kRPhvupOGF57DIIa/C3A8MYTgN4IZcypEWgdUeewN7Ezsk0fO5+X/rw+cN3yCIxPzgpZ5Mbw9yegJiTBN2xcBFqnDVkUMDJNj5Fp8VEcQRAE9LXp0NemwzX9A4n4a4948FWpG18fdGPNYU+bCk4oKrCqzINVZR7c/0MVfp1vxOVFFoxJZxXMEwmH9kO3chHkFYsgHjnU4vn+bmlw/ek++IsGd0LriCieaVncqiM0Oa9qlGMV+pqneGBPyMdZEZ0oNFEQ0DtJh95JOvy2lxkA4PWr+PmYFz8d8eK7w27M3+sKuTjkl7baFcz8rhIP/lCF3/Y246q+Ft4TJiImomst1ETpxCoITSei24//PcQWMv6srlPJtSux6EQMS9Vj2C+qfNrd/oak9M12LzYfdePnY17YFe0vytQqKtYe8WLtL7ZftumFuuR0HfolH09UT+mIapMGE5y3PgbT3Nsg7SkOOizt2wHTU7PhnPUkYDRr/+/HIXHfTpienBmyYgkAeM6YDs+FV3Vyq0hT9e+rx2+HtHtb0OGG99XMJwFTdL2vevTogRdffLHZcywWC+6+++6wXjcvLw92u73J4yNGjMC//vWvsF4zViUlJeGuu+5q8/N37tyJOXPmoHfv3liyZElD4tqVV16JM844AzfffDNWrVoFUYzMCuZjTVSWSvlFxR01OQ34RSK6cKwcQk3oRDvVyoroTckySyhMklFcGbzFemsICGxrfEYPI64bYEXPRH7NiAeDuunw91O74e5KL+ZtqMEHOx0hF5G0xhGXH0dcHqws8zQ81sMiYVquEefmmzA2Xd9lKpZRhIkifIPHwDd4DIQDe6Bf/DHkFYuaXNxZT/D7oVuzDLo1y+Dr2Q/eKRdCGXUKIHfMeOevqzKq1+vxzjvvICsrCwAwbtw4vPnmm5gwYQKef/55XHnllR3y71PXE/J6FasZdln9knV4YUIy7h2eiFc31+CNbbWt3np3V7UPu6qdeH9noAhCol7A6DQ9RqfrMSbdgBFpOlh1jB2ieKaMnwJ4XDC++XTQMUH1w/DKw1ANBviGxm4CK1FzmqqIHmuVon39hsH1p3tgfOHBoIUlgt8P4wsPwDnrSfgLmSgbi2RRwOh0A0anGzBraKCw1qoyD74+GKiYvvFY6F12m+P0qXh/Z2Ce2Ncm49JCCy7pbUZyjMW+ZmqqIK9eBt2KhZB2bm7105Th4+G6cjaLphBRp9GiuFVHaXJedcICvyYroh8IzqtSJQkwWzVpG1E80IkChqbqMTRVjyv6WjDX7cd7Oxx4Y2stdlS1fM+4RlHxxtZavLG1FmflGHHP8EQM7MaEdKJ4xQwRjVWG3Or4hElSE9vACNV1SVQ1lRCr7UHH/VmRnwRS69kMYsPWyADgcrlQUlICY1p37HJI2GL3YmuFF1vsCrZUeFHVxu3xmmP3qA1VCk6UbhIbktP71yWqF9nk9m+XYrbCOfMJmB67BdL+3UGHpZ2bYXzmHrhumwPotau6Go+EQyUwPnEHhNrqkMe9E8+G53c3dHiVRuoEZiucdzzewvvqbrhun8v3FYXlnXfegaIouP322xtVTx08eDAuuOACvPvuu1i1ahXGjx8fkfYddTWRiG78RSJ6tzRgb+MFUEJFOYTq0BXRVV7cb9bV/SyY+V0T1eTr6ESgV6KMwiQZhTYdiuoqWPdOkmGW4/SmE6FPkg4vnpyM2UMT8OymGvyjuBZNFDIJy/5aH17ZUotXttQi1ShiWq4R5+SZMDHLAL3EeQ61n9o9H+7Lb4f7wquh+/q/0C3+BGLFkRafJ+3aAunlh+D/4CV4Tzsf3lN/BWi82Km+ivnQoUMbktDr9e/fH/n5+di1axfsdnvDuZWVocfw+kro9edR/PH51ZA7+CVz29QuL8ss4f6RSbhtSALeLnbgpZ9rsL82vF38qjwq/nfAjf8dcAOohiQAA7vpAlXT0wMJ6jlWXmImijfKqefC7XbB8F5wIQLB54Px+fvhunUOfANGRKB1RB0r1LwKAGwxOLfyjZoE96WVML41L+iY4PXANO9uOO9+Fv6cnhFoHWnJohNxeg8jTu9hBAAccfmwvK5a+rJSN/bVhDdH3GpXcPeaSjz4YyV+nWfCpUUWjM+IgyrpihfS+u+gW7EI0rpVEHytL+qh6nTwXHwdvKedx/t3RNSp2lvcqiO1qiJ6E4nogid4V3jVmsQxlqgdbAYR1w6w4pr+Fiw/6MZrW2rxRYkL/laktH1R4sKXJS5c0NOEu4YmolcSrxcSxRu+6zUW6gKUrTUV0SsDiehi6b6Qx/3ZrIjeFaQZReTYDDgl+3jCqKqqOFDrwxa7gq0VXmyuS07fZlfgbGtJyWYcdvpx2Bm4uHSi/AQJU3sYcUFPE0altfFikTUJrplPwvToTRDLDgQdlrf8FLgJcdNDgMxVcG0hlB+Eae5tEH9RAbied8ypcF9xOxChKsbUARreVzdDLNsfdFjeug7G5/4M180P830VRzweD9555x0cOnQICQkJGD58OEaOHNnq53/77bcAgMmTJwcdO+200/Duu+9ixYoVkUtEd4e+8fHLRHR/t7Sgc4TKYxAqjwU9rposfI+04IoiC465/XhzWy1qFRU9E2QU2mQUJQUWrRXZZOQnyNCxKjU1IS9BxlMn2XDHkAQ8v6kG7+9w4GgTFU3CdcTlx1vFDrxV7ECiXsCZOYGk9NO6G7gIgtrPmgjvtN/BO/UiyD8uh27hR5B2bmnxaWLFERj+9Rr0/3kLyvip8Ey5AGr3fE2a1KdPHwBotGDsRPWPu1wu9OrVCwCwa9eukOfWP15/HsWfpha/x1rVTmq7BJ2I6wdY8cd+Fvx7txPPbqppUxVMAPCpwPqjXqw/6sVrW2oBAN3NUqBieoYeY9L1GNhNxzkjURzwnnkR4HTA8O83g44JXi+Mz9wD58wn4C8c1PmNI+pArUmYiiXK5F/DXVkR+r3sqIHxyVlw3vsc1LSs4CdTzEo1Spje04zpPQO7re6pVvBVqRtf1yWnN7Vj5S+5fcCHu5z4cJcTfZJkXFpoxiW9zUjtiN2ZI0VVIe7aAnnFIui+WwqhNvRunM3x5RfCfeUs+HN7d0ADiYhil93d8gK/phLRQwnnXCJqmigImJRtxKRsI0pqFLy5rRZvFTtwpIlicvVUAP/a5cSnu52Y0ceMWUMS0IMFLIjiBt/tGmtpq2PVmghVEIK3uauqT0QP3j4GYCJ6VyYIAnpYZfSwyjijrhIBEKhYtrfGh80VXmytS07fUuFFcaUCRfv8dOypPl5xMscq4fx8E6YXmDAkRRdWUrpqS4Fz9tMwPXITxKNlQcfl9d/B+NJD8JxxQVjtUxOSoGblAGIXuXjlcUPcvxvwuFs+t47g88Lw96chHisPeVwZOg7uP97TdfqIGgTeV081/b7asBrGlx6C67o/AxI/2uNBWVkZrr/++kaPDR8+HG+88QYKCgpafP7OnTthtVqRkZERdKw+SW3nzp3aNLYNyp1NVET/xQ09NTlEIrqqQtwfnIjHaugtk0UBs4cmYvZQ9hW1T5ZZwiOjk/DwqESUOvwotnuxrVLBNntgsWVxpdLixarmVHlUfLjTiQ93OmGWBZze3YBz8kyYkmNEUgxWoKMoIstQxkyGMmYyxB0/Q7foY8jffwXB33y8Cl4PdF/Nh+6r+VAGjoJ3yoXwDRrVrsWhJ598MgCguLg46JjX68WuXbtgsViQmpqKjIwMZGVlYfXq1aitrYXFYmk4t7a2FqtXr0ZeXh569OjR5vZQbKtoIokkOUaTpajtdKKA3/Qy48KeJnx90I3Xfq7GN4fcqFLalzR+wOHDp3uc+HSPEwBglgUMT9VhTLoeY9INGJWuZ7wRdVHe8y6D4HZC/8UHQccEjwump++E88558OcXRqB1RB3D3sTc6sTdkWON97zLIFTboV/y76Bjov0ITE/OguOe54Amdn2m2JefIOPyIhmXF1ngV1VsPObF8lI3Fuxz4bvDnpZfAMD2SgX3fV+Fv/xYhXPyTPhtLzPGZ+ph1cXmPFAoPwh55WLoVi6GeKgk7Oer1kR4x54GZfxU+AuKWKGXiCKmvcWtOlKrFvgZTVB1OgjelhfUq5yrEGkuxyrjvhFJmDU0EZ/tceL1rbVY3cL80KcCbxc78P4OB/6vrwW3DU5Auol5TERdHbPVNOT1q6gNkSHcaDs+UYJqTYJQbW90jlAV+G/xYBMV0bNytWomxQhJFNAzUUbPRBm/OmEdgsenYmeVgq12LzZX1CWo273YVeWDVvnpJTU+PLupBs9uqkGvRAnnF5hxQYEJ/ZJbV0lWTck4njQboiqt/MNyyD8sD7tdvrxCuG58MOYrb0gbVsP46qMQqis1e02l/3C4rr8fkDmsd1WteV8ZXn8c7qvvZEX8Lm7GjBk46aST0L9/f1gsFuzYsQMvvPACPvjgA5x77rlYuXIlEhISmn2NqqoqpKUFJ3EDaHhuVVXrKru4XMFb37XXhztqQz5uFbxwnZC8qiYkwRDivFA7zPgsCR3SVup8Ho+n0U+KbikScFIKcFKKjBO/fh5z+7G9yoftlT4Un/DzgCO8BHWHouKzvS58ttcFnQicnKHDr3L0mNJdj1Rjx3weMgbjRI9ewP/NgnjeFTB+PR/G5Z9DdNS0+DR50/eQN30PJaMHXKedB9fY0wGDMeg8ozH4sRMVFBRg8uTJWLp0Kd5++21ceumlDcfmzZuHyspKXHTRRZDr5v9/+MMf8Pjjj+OJJ57AAw880HDuE088gZqaGtx2222t/MWpK2IiOv2SUFfVaGw3YO8+O9xJWVhXKWD1YQ/WHPZge6XSrtd3KCq+PeTBt4c8AAJjZ1GSjIHddIjmjUzMsoBB3fQYna5HP5sMiVXdiVomCPD89k8QXE7oln0WfNhZC9MTd8B511/h79HywnmiWNBUwlRML4wWBHh+fyPEqgrI338ddFg8VALT07PhnD0PMJkj0EDqTKIgYEiKHkNS9LhxUAK22r14a1st3tvhgD3EzuC/5PUDn+x24pPdTsgCMCpdj1OyDJiUbcCINH1075zjrIX8/dfQrVgIaev6sJ+uyjr4hp4E7/ip8A0ezR06iSgqtLe4VUfeWyuvDV20z6Q2vh9ostogVYQu1nci3gvsOngfJjqd013EOd0TsKlCwd+3u/DJHjecoTc6BwB4/MDLm2vx1rZaXF1kwnX9jI1zKKMU44+00NJ9wK5IsNvtHVBbOT4dcfnQ+71DQY/fPSwBs06oLGm65wpI+3c3OsfXdwicd/0VxqfvhLz+u0bHVGsial8IvohLscPlcqGkpAQ5OTkdNtA4FRXb7CdUT69LVN9f28ynfpj62WRMLzBheoEZvZJaTngW9++G6bGbIdSEv01dU/xp2XDe/SrqAfIAAGqXSURBVFeo3UInUEY7aeP3MD5zNwSlbVtgh+LrMxDOmU8ABlPI450Rf9R5WnpfeU89F+7LbmV1jTh0zTXX4IMPPsDDDz+MG264odlz09LSkJaWhs2bNwcd27lzJ0aMGIGzzjoL7733Xov/7p49e+BtRRWC1tpULeKK9cFjVbrej/+OcjUKbeuerejzz6da9bpVvQZi5yU3a9VMIuogtQrwQ6WEZUclLD8qodrXts8zESqGJflxaooPk1J8yDDway+1j+hxI3njd0hf8z8YjwZ/72+KYjTj6LCTUT7yVHiTUgAAOp0O+fn5LT539+7dmDJlCsrLyzF16lT06dMHGzZswPLly5GTk4P//e9/Dbub1NbWYurUqdi0aRMmT56MIUOGYP369Vi6dCmGDx+OBQsWwGQK/X2Bur4lB1y4YNHRoMc/OD0FU3P4HTGeNXW94KjLhzV1SenfHfbgpyMeuLS7vBQTEnUCRqYFktLHZugxIk2PhBit5hnNeM2qC/H7YXhtDnQrF4U+nNQNznuehZrBHVoo9t29xo4Xfw4uolB+WXZ0J9i2htcTuE+5eW3Iw8qAEXDdNofJtU3o6p9rLkXF/L1OvFlcixWH2paUY5UFjM/U45RsIyZlG9DPJoe1K3OH8CmQNv0IecVCyGu/heAN/3fz9R4I7/gzoIw+FYjQzpxdPf6IqG3mzJnTZHGrnJycVhW30vo+4Ile3yfjlX36oMcXjXHgxBqJRa8/BPOh0EU9T3R41GQcmHqJlk0kombYvcA/DujwQakMt7/lOZ1VUvGHHl5cnK3AzALp1IW19j5gV8PSuRpqeju+xjcp1MRkAI0T0RsqopfuDXq+Pzsv6DGiXzLJAoam6jE0tfFEvcrjxza7UpeY7sWWikA19TJneNUmAWCLXcEjP1XjkZ+qMSRFh/PzTcixNjc7yEC33z2MqW/dCb3bEfa/F4pYXgrT47fDcfezMbcNpLhtA4zP3qttEnpeIZy3zWkyCZ26Hn+PAjhnPgnTnFshOINveOiWfQbVYITn4muZjB5nrrjiCnzwwQdYvXp1i4noiYmJTVY8r66ubjinNTIzM8NraAvuXV4FIHicvLqfFbm5jRchiWGsmNanpiMnJ6e9zaMo4PF4UFZWhoyMDOj1wRcoKfb1BfB7BHYCWnnYi8/3e/B5iQdH3K1PJvdDwI+VEn6slPDkLmB4ioyze+gxLUePgoT2Xd1iDMaxXr1Rc+7v4N6yFqYl/4b+5x9afIrsciBj1UKkr14Mz7DxcJ52PpQe/Vr1zxUUFGDZsmV49NFHsWTJEixduhQZGRm4+uqrMWvWrEa7m1gsFixYsABz5szB/Pnz8c033yAjIwM33HADZs+ezST0ONd0RXR+X6DQUowSzso14azcwNjh8anYeMyL7w57sLrMjTWHPTjUhutKsaTKq2JpqRtLSwPV2UQBGJCsw5j0QHL6mHQ9cq1S5BOniKKFKMJ91SwIHlfInTDFymMwzb09kIyekhGBBhJpxx7iu6lFFmI/CR0AdHq4bnoIpsduhbS3OOiw/POPMLz6GNx/upe7csYhoyzgN73M+E0vM7ZXevF2sQPvbnfgaBPfN0KpUVQs3O/Gwv2BOVa6ScQpWQackm3AKVkG5Fg7KXVBVSHu2wF5xSLI3/0PYmVF2C/hT8uCMm4KvOPOgJrJhVZEFJ3uvPPORv89ePBgvPLKKwCADz74AG+99VaL9xS1vg/YSHktgOAK5v3yezSaW8nd0oBWJKJbsrrzXmAXwfswsSEHwOM9gdudfvz1Zyf+sdMFbzNTwxqfgJf26vHhIQNu7m/CpX2MMErR9z2K8UfUNkxE11BlE9uR2X6x1bGaYAs6R6iqADxuCEeCK6v5s3I1aR/Fp0S9iFHpeoxKb/zheNTlw5a66uk/lHvwxT4XqrytT+5Zf9SL9Udbk1CdgpP6z8SX6+fA4g+9tVK4xIP7Alu63jkPsDS/QjdaiLu2wvT0nRA82vQBAPi658M583HAbNXsNSk2+PML4bx9LkyP3wHBE/zlXP/lh1CNZnjPv7zzG0cRk5ISqLLqcLS88KdXr15Ys2ZNwxeoE+3cubPhnNbQsrrKz8e8WHgg+LMlUS/gmoFJMP4y8Tyze6tfW0xKZiWYLkav1/P/aRdnBHBmgQlnFgDz/CpWH/Zg/l4n5u91hb3rz9qjCtYeVfDwegcGJMs4J8+Ec/JM6J/c9spbjME4NmICPCMmwFu6F/pFH0NesbDFeb7g98Pw4zcw/PgNlAEj4Zr1ZKv+qR49euDFF19s1blJSUl47LHH8Nhjj7XqfIofrS2cQNQUvSRgRFqgKvj1A6xQVRX7agJV01fX/fm5wgt/F96AxK8CG495sfGYF69vDSwKzzSJGJ2uR7op/EVuOVYJZ+ca0SeJFWWpC5FkuK69D8a/3gt5w+qgw+LRMpjm3gbn3c9CtaVEoIFE2qj0BM+tutS8ymSB6/Y5MD18A8TDpUGHdauXQk20wTPjRhZCiRU1VZC//wrSzi2ARveoBgJ4HMAcFSh1+LC7WsHhdi5UXA9guyzAIguw6ARYZBFWXeC/zToBBg0Xe4gH9kDavyvs56kmC5TRp8I7YQr8fQbxPUBEMSuc4lYdeQ282ucMeswqC0gwNy6qIdi6ter1pORUXrPvYngfJjbkGYGnJ5hx8xAFj6+vxns7HM1eJzzqVvHnnxx4ZZsbs4Ym4Hd9zFG5sJfxRxQeJqJryB7i4hMAJIWsiN6YUFMF8cAeCGrwSMyK6NQRUowSJmRKmJBpwNX9AlvqLTngwqd7nPh8nwsORbu7h6uSCnHO4Jl49+fnkOmt1OQ1pX07YHpqNpwznwRMZk1es6OI+3bC9ORMCC5tqsIDgK9XP7huehgIsbCF4oO/z0C4bnkExnl3QgixHZrh328CRhO8Z/228xtHEfHDD4GqrLm5LS9gGz9+PNasWYOlS5fikksab1G3ZMmShnM627yN1SEf/2M/KxJD3dAzGKFaEiDUhn7eiVRrUnubR0QRJIkCxmUaMC7TgEdHq1h/1Iv5e534bK8L2yuVsF7r5woFP1dUY866avRMkDAyXY+iJB0KbTL62mQUJMiQo/CCF2nPX5dIWWxXsK3Si2K7gh1VCmpbvUDXBCT/HolTzsOFe/6Hi3ctRKrjaIvPkvZtb1/DicLUdEX0LpQwRZ1KEATkJcjIS5Dxm16BazJVHj/WHvHguzIP1hz24PtyD6rDKHgQiw45/fhsb/Di8Na6/4cqnJVjxE2DrBibrmd1deoaZB1cN/4FxqdmQ966LuiwWHYAxsdvh/PuvwL8nk4xKtS9wKQuttOMmtQtsCvnwzdArDwWdFy/+BOoicnwnvuHCLSOWkXxQlr/HXQrFkFatwqCL7xrJ+EoqPvTVamiCN/gMVDGTYEybBygN0S6SURE7RZOcauOFGpe9ctCn0DoYp+htPY8IuoYeQkyXpiQjJsHWvHYT9X4dE/wYpMTHXD4cPNKO/66sRp3DUvEBT1NEHl9jChmMRFdQ01XmGo8SKqJtpDnSds2hHzcn8VEdOp4RlnAtDwTpuWZUOv1Y9F+Fz7Z7cSi/S64wys4GdJyWz/0HfMURlXvQoLS/GTjRAJUPLj7Xxjo2B90TNq5GYZn7ob79rlRe+FHOFQC4xN3NJkk6T3pdCijTgnrNdXkNPjzegMSh/B45xswAq4bHoTx2fsg+ILfqIb3X4JqMEKZ/OsItI46QnFxMXr06AGz2Rz0+AMPPAAAuPDCCxser6ysRFlZGRITExttnTdjxgw899xzeOqpp3D22WcjKSlw83fDhg34+OOPUVRUhJNOOqnjf6ET7KpS8Mnu4M8Hsyzg2v6WJp/nT06DxER0orgiCAKGpuoxNFWP+0YkYavdi/l7ApXSNxxrzY49x+2q9mFXtRPA8fFHJwK9EmUUJskotOlQlCSj0CajT5IMs8ykzVjk8anYVa1gm11Bsd2L4srA37dXKnD6tEiSNODb1Gm4o9tUnH/ke9y8/0uMrdqhwesSacPeyh38iNojUS9iUrYRk7IDVYJ8fhVb7ArWHPbgu8NurC334lgT106jgQoVFe7OT5z/osSFL0pcGJWmw40DEzAt1wiJC+Io1ukNcN3yKExP3AFp5+agw9KBPTA9MRPO2U9zp0eKSaHuBXapiuh11PRsuO54HKZHb4bgrA06bvj4DaiJyVAm/SoCraOQVBXiri2QVyyC7rulEGqrIt2imObLK4QyYQqUsaeFLDJHRBTLwilu1ZFCzauS9MHfiZmIThRbCm06/P3UbrjlqAePrq3Cwv3N78qzq9qHq5dXYN7GatwzLBFn5xpZsIEoBjGLUUOVrbyx19SXVWnb+pCP+7MjO/mj+GPRiTi/wIzzC8yo8vjx+T4XPt3twJIDbrSnUHqNbMKy5AFhP291Ym8sW/cQ+jjLgo7ptq7Dqntn48Upd6FPqgn9bDr0Tw5Usoz0jTuh/CBMc2+DWFUR8rh39Klw//EuQAx/C2eier6h4+C+5l4YXnoIghr8Zd3w9jOAwQRl/JTObxxp7uOPP8aLL76IcePGIScnB2azGTt27MDixYvh9Xpx2223Napk/t///hfXX389LrnkErz00ksNj/fu3Rt33nknHn74YUyYMAHnnnsuampq8MknnwAA/vrXv0IUO/cG2jMbq0Nu0XV5kRkpxqbHSbVbGtCKbVTVBCaiE3VVfW069B2qw8yhidhTrWD+Xif+u9eF1Yc9bXo9rx/Yalew1a4AJ1Q5FQDkWCX0ThCRJeowwuPCgFQBRTYdkzmjRK3Xj+2VCrZVBhLOt9kDf99dpbTre0xrKaKMj9JPwkfpJ2FM5XbceGAhLjy8GjKiN/GSoovbp8Igaf89NlRFdKssROV2p9R1SKKAgd10GNhNh//r2/TC0mhS4fZjzWEP1hx2Y/VhD34s92q0YKll35d7cemyY+iZIOGGgQm4pLcZJpnvUYphJjOct8+Fac6tkPYFL9CT9hTDNO8uOO94HDCYItBAorYLdS/wlzsjdxX+3N5w3vIoTE/eEXpXzjefhmpNgm/kyRFoHdUTjhyCvHIxdCsWQTxUEunmxDR/ciqUcWdAGTcF/h5duc47EcWDcItbRULIBX4hK6K37h5fU0VBiSgyhqTo8cEZqVhd5sZf1lZhxaHm79ttrlAwY+kxjEjV4b4RiTgly8CEdKIYwkR0DYXaNgYIvgDVdCJ6cEV0VW+AmpLR/sYRtVGiXsTFvc24uLcZFW4/5u914pPdTiw/6A6ZMNgRDhmSMWXI3fjqp78gzx281f3EsnU4/OVTmNHvBvjqkrqNEtAnSYexGXqcn2/C2Ax9p27hIlQcgenx2yEeKw95XBl6EtzX3M0kdNKEMuZUwOOC8fW5QccEVYXhtTlQ9Qb4wqy+T9Hn5JNPRnFxMTZs2IBVq1bB4XAgJSUFZ5xxBq666ipMnjy51a91xx13IDc3Fy+99BL+9re/QafT4aSTTsLdd9+NoUOHdtwvEcL+GgXv7Qje/k8vAjcMSGj2uWpyWuv+EWtiW5pGRDEmP0HGjQMTcOPABBx0+PD5Pic+2+PCt4fcaG8emQpgX40P+2p8AHR450AtgEBVuHSTiMIkGUU2HQqTZPS1BaqpZ5pEXiTrAMdcvrpkcwVbT6hwvr9Wg62cNLI6qQ9WJ/XB7J6X4LrSxbi6dCm6KcFVBIlONHn+YSTqRYxO02N0uh5jMvRIbWZBXmu1dptjoniXbBAxNceIqTmBqu5ev4pNx7z4rsyDNYc9WH3YjVJHxy4u2lXtw22r7HhkbRWu7mfB1f0szS7MJYpqlgQ4Zz4J82M3QyzdG3RYKt4I41/vg+uWR6J2t0uiUFqbMNVV+PsOgevaP8P43P1BhVAE1Q/jy3+B844n4O87NDINjFfOWsjffw3dioWQtoYudEat45SN2FE0DuLJU5AzeiRE7kZMRF1EuMWtIiHkNasQC/xam2DOolRE0WlMhgH/PTMVX5W68dDaKqw90vzuxj8e8eK8hUcxIVOP+4YnYkwGrxkQxQJ+k9JQqItPQPBEqalJUqgt0vyZOUAnVyQlakqyQcSlhRZcWmiB3e3H7mol7GR0j1/FzioFWyoUbKnwYovdi4OtuIlXYkzF1CF3Y9m6h5DlsQcdv7B8DRzia7iy7x+hCiJcPmDjMS82HvPitS21yDaLOK/AhAsKzBiequvYhKAqO4yP3wHxcGnIw0r/4XBd/wAg6zquDRR3lJPPgtvtguEffw06Jqh+GF96CC69Eb4hYyLQOtLKhAkTMGHChFafP2PGDMyYMaPJ4xdddBEuuugiLZrWLs//XANviI+C3/U2I9vSfNKFv1vrEtFVKy8+EcWbLLOEK/tacWVfK465fPiixIX5e11YVuqCW+N85cNOPw47Pfj2F9UcEnUCCm0yCpN0KLLJdUnqOuRapYjv3hPtVFVFqcOPYrsXW+0KiisDFc6LKxUcccVOhfEDxhTc0/NiPJx3Pn5f9i1u3P8l+oEJ6RSaxwesKvNgVdnxsaRXooQx6QaMqUtML0ySw15kHaoieldOliLSik4UMCxVj2Gpelxbt8FfSY1Sl5Qe+LO9UoES5sUxrz+wwK05R91+zFlXjb9urMGMPmZcP8CKgkReyqcYlGiDc+aTMD16E8Tyg0GH5Z9/gPHFv8B1w4OAzBin6Of1q6gJsd2STd+1v9/5RpwM9+W3wfj3J4OOCV4vTM/cA9e198E3aBSL73QknwJp04+QVy6C/OM3ELzh7wTnT0wGomzBvF8N3Dv0+ACfqsKnot3FBFqiCCI2WXLwfvpJ+HfqKNTKRmArkLK7HKdkG3BKlgGnZBuQn8DPJiKKXVoWt+oo9hA7zYSuiG5r8bVUQQQsLEpFFK0EQcCp3Y2YlG3A5/tceGRtFTbblWaf8+0hD6Z+fgRTexhwz/BEDE7Rd1Jriagt+O1JQ5UhVusZJMD4i21Um6qIHoo/K7fd7SLqCDaDiGGGtn3In/SL1WoVbj+2VAQSTLZUeLHZ7sXmCi8q3I2/eOwwZ+LMwXdiybqHkarUBL3upWXfoFYy4MY+lwddSCt1+PHiz7V48eda5FklTC8w4fwCEwZ10zgpvbYapidnQirdE/Kwr/dAuG5+mFV+qEN4Tz8fcDth+PDVoGOCT4Hxufvgun0ufP2GRaB1RKGVO314a1twNXRJAG4Z3Hw1dABQW52IzotPRPGsm1HCjD4WzOhjQbXXj8UlLnxR4sKGo17srFIQIo9AE1VeFT+Ue/FDeePqDgYJ6J14YgV1HQptMnolyjBI0XVDuKMpfhV7q33YVultVOF8e6WCam8nbcFURwCQlyAhyywh3P8LlR4/dlQpTS5ycEoGvJZ9Gl7LmozLfMUIXjpIFNrOKh92Vjnwbt3uMUl6AaPT9BiTYcDodD1GpOpg0TWfVF4ZKhG9iydLEXWUHKuMHKuMC3qaWz65CeVOH17dUovXt9YEXfv6JadPxetba/HG1lqck2fEHwotGJ2uD9qBkyiaqd3S4Jz9NEyP3Aix4kjQcfmnFTC8+ijcf7qHCawU9aqa2Bk5Hhb5KZN+BXdVBQwfvxF0THDWwvT0nfAnp0IZdwaUcVPg71EQgVZ2TeK+HZBXLIK8ajHEyoqwn+9PzYQyfgq846ZAzezRAS3UhozjiQuKX8X+Wh/2VivYU+3D3prAzz11/32sieJw7XXU7ccnuwM7QwNAfoKEU7IMmJRtwMQsA3eqITrB/Pnz8cYbb2D9+vVwOBzIyMjAqFGj8OCDD6JHjx7wer34/PPP8cUXX2Dt2rU4cOAABEFAUVERfve73+Hyyy+HJPE91ZHCLW7V2Tw+FY6QC/zamIhuTWSRT6IYIAgCpuWZcGaOEZ/sduKxn6qwq7r56lEL97uxcH85zs834e7hCeiTxKKfRNGIiega0nrbGADwZ+e1p0lEMSHZIGJcpgHjMo8nZ6uqisNOP7bYvdhcEUhI2VLhxRY5F2cPuROL1z2CJJ8z6LWuLf0fHJIBs3te0mRVh701PszbWIN5G2vQJ0nG9AITpheYUGRr52TF5YDp6Tsh7d0e8rAvrxDO2x4DjG2/WUnUEu+030FwOaH/7B9BxwSvB8Z5d8E56yn4ew+IQOuIgr28uQbOECVuLuhpalXFGTWZiehEFJ4EnYjpPc2YXpdA5vWr2F2lYFulgmK7gm12L7bVJUKHuhCuBbcP+LlCwc8Vjas9SELgJmd9BfUimw5FSTL62GQktJBoGu1cioodVQqK6/q3vq93VCloIpejw+jEwEKAwhP6uNCmQ+9EGSa57cm5Pr+KfTXHk+q3VQZ+x2K7gqr6pHpBwMpunIdR21V6VCw+4MbiA24AgXFjUDcdRqfrMTZdj9HpevSwNp5DVYR4kyXHQbIUUbRKM0m4Z3gibhlkxbs7HHjh5xrsaeGGmwrgs70ufLbXBQFAP5uMMRl6jE43YGy6HvkJUsfu/kfUTmpaViAZ/dGbIVYFJ1HqVi8FDEa4r7iDySMU1exNLCAKdS+wK/Ke83sIVRXQL/4k5HGx4gj0C96DfsF78OUVQpkwBcrY08Iq0EUBQsURyKv+B3nFIkj7d4X9fNVkgTJ6Erzjp8LfZ2DMja2yKCA/QUZ+goxTQhyv9PgbJanvPSFJfV+NdtcZAsnvDrxVHFgY3K+uiECgbRLyE2TkJUjItcZfYQHqGH5VxUGHH3uqlUCM1/jq/u7DYaevxZ2VQrHpxUYxW/+zu0WCrg07NqqqiltvvRVvvvkmCgoKcMEFF8BqteLgwYNYsWIFSkpK0KNHD+zevRuXXXYZrFYrJk6ciLPOOgtVVVX48ssvcfvtt2PRokV4//33+T0mjoXKrwJCF09QE1re9bg1yepEFD0kUcBveplxXoEJ72534PF11TjgaP762Kd7nPj3Hiem5BhxVV8LTutuCHv3UCLqOExE11BlqG1jQl18Mpig6g0QPO4WX5OJ6BSvBEFAhllChlnCpOzjj6uqipLadPy07mGM+/vd0CvB76PbSxagWjLi4fzpLf472ysVzF1XjbnrqjEgWcb0AjPOzTeiV2KY25173DA+cw+kHT+HPOzLzodz5uOApeXqvkTt5Zn+f4DLCf2ifwUdE9wumJ6aDeed8+DP6xOB1hEdZ3f78dqW2pDHbh3UuvFSTU5t+RyDkTtREFGTdKKAQpsOhTYdcMLXL78aqL5Vn1BcXFepe2uFFxUhvvtpwafWVz/24YuSxse6myUU2mQUJtUlT9tkFNlkpEZZNa5Kjx/bK+sqm5/Qd3trfPB3boFzWGUBfWwyipKOV58vsgVuGMttuNHWEkkUUJAooyBRxpk5xx9XVRWHnP5AEr5dQUUHVW6j+ORTgXVHvVh31ItX6+ZVPSwSRqfrMabuT6iEqXhJliKKZhadiKv7WfF/RRbM3+vCs5uqsfaIt8XnqQA22xVstiv4e93uUmlGsdGClKGpeiZDUdRRs3LhmvkkTHNugVBbHXRct/xzqAYTPDNuaLLACFGkNZkwFS+L/AQBnt/dAKHKHlhA0gxpbzGkvcXQv/cifIPHQBk3BcqwcbxG1xy3E/KP30JeuQjSph8hqOF9d1RFEb5Bo6GMn9rl+zpJL2Jwih6DU4KP+fwqDjp82FNzQkX1up97ahQcdrb9O/kWu4ItdiXocQFAtllC3i8SffOsEgoSZaSbouvaDUVWrdeP3Q2LJ05YSFETWEjR1G57befDuqPB3zMkAehuOR6zw1J0uKKvtcVXe/nll/Hmm2/iqquuwty5c4OqmitK4D1itVrx5JNP4pJLLoHFYmk4/vDDD+NXv/oVFi5ciP/85z8477zz2vfrUcyyN3GNNOS8ymyFKskQfMFjcIPElpPViSj66EQBlxVZ8NteZvxtWy2e3lCNI66m52sqgIUlLiwscaEgQcL/9bXg930sLLxCFAWYiK6hUBOlkNukCgLUxGQIRw61+JpqVq4WTSPqMgRBQK5VRu6EEfAlPwp13p0QvMFfnh/Y8zH8eiMezT671a8dqEpZhYfWVsEqC+ibLKOfTYd+yTr0T5bR16ZDhkkMXpmteGF8/n7IW34K+br+9Gy4Zj8FcBUudRZBgOd310NwO6H7ekHwYUcNjE/MhPPuv0LlgieKoNe31h6vEHuCX+Ua0S+5dbtU+Lu1XBG9NZUSiIh+Sayfd1plnH7CztVOpxMbdu1HbUIm9jjEQMXrugrfLVVraI8DDh8OOHxYVtp4IWY3g4iiugT1wrrq3t066YJbtVfF9srjFc6LK7046Oj8JOtUo9iQZF5fTb4wKVDZKRqqKgmCgCyzhCyzhFOyWz6f4te4DB0Ou3whCx2EY3+tD/tP2E4+FF6YJ4oekijgvAITfp1vxIoyD57bWI2F+1suYHKicpcfC/a5sGCfCwCgF4FhqYGk9IlZBpyabeiQRVhE4fLn9oLz9sdhevw2CK7gzyn94o8BowmeC6+KQOuIWtZUInpSiMqdXZYowv3HuyDUVkPe9H2Lpwt+P+R1qyCvWwXVbIEy6lR4J0yBv88gLjoBAL8f0rb1kL9dCPmHr0OOjS1pqD4/ZjLUpG4d0MjYIokCelhl9LDKmJAZnIxf6/Vj/VEvvj7oxtelbnxf7kGIDTvDouL4dZuVZZ6g47lWCZOyDZiUZcDEbEPUFRWgjuVSVKwp9+DrUhe+KnXjp6PeTi/WEIpPBfbV+LCvxoflB4FViXKLiehOpxNz585Ffn4+5syZE5SEDgCyHEhBys7OxlVXBc/pLBYLrr/+elx11VVYsWIFE9HjWFPzqpDXrAQBakISBPvRJl/Pn8AdWIhimVEWcN0AKy4tNOPlzbV4dlM1qlq4Tr672of7vq/CI2urcEFPM67ua8HQVH0ntZiIfomJ6BoKNVGyGUJfRFETk4EWEtFVQYQ/o7smbSPqinwDRsB1/YMwPncfBF9w0s9fit/BhT1N+EjfBysOeeBQwvxWfwzYgsCf+o0mE/QCCqyBKocFdRUNBq/6GPL670K+hL9bOpyzn4ZqC1GWgagjCQLcl98GeNzQrfpf0GGx2g7T3NvhvOdZqOnMiKLOV+v146Wfa0Ieu31IGLtHmCxQjaZmb9KoFiaiE5F2BEFANz0wJF2HyUZjo2PVXj+22+uqgVcq2FaXnL27uuOqgR9z+7GqzINVIW50djU9LFJDknlDVfgkGd14A5e6iL9O6IZ541VssytYc9iD1Yc9WH3YjZ1V2i9yiZuqnUQxRBAETMg0YEKmAVvtXjy/qQYf7nSgiXvzzfL4UTeGePDcphrkWSVcP8CKGX3MsOj4/qfI8vfqB+etc2B6albIXWP18/8J1WCC95wZEWgdUfOarNwZb7vNyDq4bn0Mui/eh27xxxArK1r1NMFRC93X/4Xu6//Cn5YFz9kXQ5l0DiDGWf8BgN8H3eJPoPvyI4jHDof/9ORUKCedAWX8FPh7FHRAA7sui07EuEwDxmUacNcwoMrjx8oyN74qdWN5qRubQ1Q8b699NT68XezA28WB3WwGdtNhUpYBk7INOClDz/lZF+NXVWyoW+zwVakb35V54GzvaocosXTpUtjtdsyYMQM+nw+ff/45du7ciaSkJEyaNAk9e/Zs1evodIFCRKES2Sl+hNrBD2h6XqUm2oBmEtHVRJsGrSKiSLPqRNwxJAFX9bXg2U3VeHlzbYu5Xi4f8M52B97Z7sCIVB2u6mfF+fkmGGUufCXqTExE11BlqET05iZJLVDTMrv0tmlEWvANGwf3NffA8NLDIbcpHPzl6xgcgXYBgC8xGa7ZT0NNzYxQCyjuiRLcV90Jwe2CvPbb4MP2IzDNvS2QjN4tPQINpHj2VrEDR0PcvJucbcCwcFYqCwLU5DQIB/c1eQorohNRZ0nQiRiepsfwtMbjmNunYmdVoGr4tkovttkVbLN7saOqI7bbjW2SAPRMlBsqnBfVVXnvnSTDyhuzFAdEQUC/5MDOXJcVBbauPuLyYXWZB2sOe7Cm3IO1RzztHjuS4y1ZiijG9LXp8PyEZNw7PBGvbK7Bm8W1qGjiJn1r7K3xYdbqSjy2rgpX9bXij/0sSDMx6YMix993CFw3PQTjvLsh+IIT/gz/eg0wGOGdckEEWkfUtKZ2ronLRX6yDO85v4f37IshbfoR8oqFkNd+C8HbukXSYvlBGN+aB2XtCrj/eFeggFecEI4dhvGVRyBtXR/W81SDEcrIU6CMPwO+fsMAkZ/lWkjUizgzx4Qzc0wAgEMOH5bXJRB/XerukN3vNh3zYtMxL57/uQY6ERiVpg9UTM82YHiqnjvZxBhVVbGn2oevSt346qAL3xz04FgTC5di3bp16wAEEsjHjx+PHTt2NBwTRRHXXXcdHn744RZf55///CcAYPLkyR3STooNTVVEb2pepba0+zzvBRJ1KTaDiD+PSMKf+lvx1Ppq/H1bbauKNfx4xIsfv6nAvWsq8YdCM64osiAvgemxRJ2B7zSN+FU15AWopCYT0Vu+oOLPzmt3u4jigTJmMuB2w/jG3Eg3pcFR2YrJhbNR/Y2MfslH0d8mNyQT9EmUufKOOo8sw3Xdn2F85p6QW6WKRw7B9PjtcN79bFxd7KfIcvtUPL+pOuSxsKqh1/F3S4PYXCK6NTHs1yQi0pJBEtA/WYf+yToApobHfX4V+2p82FbprUtSV1BsDySqV3m7RqWkppgkAX3qks0Lk2QU1lU475kgQy9xrkx0olSjhGl5JkzLC4wfbl+gutp3h90NldMPO8O7yZ1hjsNkKaIYlGmWcP/IJNwzPBE/V3hP2C3Bg5Ka8JOiKtwqnlhfjec2VeOS3mZcP8CK3km6Dmg5Uct8g0bDdd39ML5wPwR/8OeY4Z3noBpNUCaeHYHWEYXWZMJUPC/yk2T4hoyBb8gYuB01kH9YDt2Kha1OspY3roF475VwX3M3fANGdnBjI0/6aSWMr8+BUFPVqvNVQYCv/3Ao46dCGTEBMJo7uIWUaZZwUS8zLuplhqoGCgt8VerGqjIPdlUr2FOttGuB4C95/cDKMg9Wlnnw6E/VSNAJGJ9paEhML0qSIQi8ThJtFL+Kxftd+HyfC18fdGNfG+bmrWWUgDyrjByrBF2YixT8qopShx97q7W51njkyBEAwAsvvIAhQ4Zg6dKlKCwsxIYNG3DLLbfg+eefR0FBAa688somX+PNN9/E4sWLMXHiREyZMqXdbaLY1fROM6HjvKVE9BYT1YkoJqWbJMwda8NtgxPwdnEt/r6tFqWOlq+FH3X78czGGvx1Yw2m5BhxYYEJU3KMTeZxElH7MRFdI9VeNeRW60ltXa0HJqIThUOZeBbcbicM/3w20k1BlWTE2YNn42drDlDjw74aHxaWHD8uCkCvRBn9bDJGpulxbr4J+VyBRx1Jp4frpodgenIWpOINQYfFgyUwPn4HnHfOA5iwS53g/R2OkF8Qx6brMS4jjGroddTktOaPswoCEUUpSRRQkCijIFHGmTnHH1dVFYec/oak9OLKQAX14koFZWEmm0aaTS+gyKarSzaXUZSkQ6FNRq5VgsgbqURtYpAEjErXY1R6YN6kqir21vgCyallHqw+7MbmCgVN3WJO1Ak4NdvYeQ0monaTRQFDUvQYkqLH1f0Cj5XW+uoS091YfdiDDUe9aGGn4gYuH/D3bQ68uc2Bs3ONuGmgFWMyuDMndT7fyJPhvvouGF59FIIaHMCGvz0B6A1Qxp4WgdYRBWs6YYrJDAAAsxXKxLOhTDwbQvlByKv+B92KRRAPlTT7NLHyGIxPzIR32u/gOf8KQO6C90u8Hug/fAX6RR+36nRf9/xA8vlJp3E30wgSBAG9k3TonaTDVf2OP253+7G3RsHeah/2VivYU+PDnrok9X01Pnjbcemm2qviyxIXvixxAQAyTSImZhswKcuAU7KN6G5hJfxI2lut4B/bHXhney0OtiIJrrWyzCLyE2TkWSXkJ8h1fwJ/TzeJ7b6GpqoqKtx+7Kn2YW+Ngj3V9TEb+Lm/tnWJ9P66xYN6vR7vvPMOsrKyAADjxo3Dm2++iQkTJuD5559vMhH9yy+/xMyZM5GTk4NXX321Xb8TRQ+PT8Uhpw+HHD4ccflh1YnINovIMkuwNLPDpdYV0ZmITtS1ZZglzByaiFsHJ+DzfS68vrUWyw+6W3yeCmBhiQsLS1zQicDJmQZMyzPirBwTsjmvItJUF/wmHxmVTUySkppardeaiuhZue1qE1G88Z4xHXA7YfjotYi1wSHqcc6gWfgxsWeT5/hVYHulgu2VCj7b68Kff6jCyDQdzi8w4/x8TnaogxiMcN72GExzb4e0e2vQYalkJ0xPzYZz1lOAiVVVqOMofhXPbGy6Gnpbqruo3VpIRLdwgQURxRZBEJBllpBllnBKduNjdrcfxZVebLUrKLYrKK4MJKvvq/E1mXTaGbLMIgrrksyL6iqc97XJSDOKrNxF1MEEQWi4Uf3bXoG5fKXHjx/Lj1dO/uGwBzWKih4WCa9MTIaJu3QRxbxsi4TzCkw4ryCwW4JD8eOnI96G9/2aw+4Wq3WqABbsc2HBPhdGp+lx4yArzs4xQgqz0iJReyjjzgDcLhjffCromKCqMLz6KFS9Eb7h4yPQOqLGQiVMGSVwB9QQ1LQseM/9A7zn/B7iri2QVyyC7rulEGpDVwIXVBX6/74DactPcF17H9S0rE5ucccRDpXA+OJfIO3d3ux5/sRkKGNPgzJhKvy5vQF+l45aNoMIm0GPISnBx3x+FQcdPuyp8WFXlYLvD3uwrNTd6kTfXzrk9OPDnU58uNMJAOiTJNclpRswIdPQZMImacfrV/HFPhfeKq7F0gPudl1/S9AJGJdpwIRMPYqSdMhPkJBjlTv8O7ogCOhmlNDNKGF4WnAxIK9fRZmj5RhNTAzcaxk6dGhDEnq9/v37Iz8/H7t27YLdbofNZmt0fNGiRbjsssuQnp6O+fPnIzMzs+2/EHWqbXYv9tX4cNDhQ2ltIOH8oMOHUocfhxw+lLuaXpSRqBeQZZKQZZGQaRKRbQlc8840S9hqV0I+p6lqxS0VnVITba3+nYgodsmigHPzTTg334Rtdi/e2FqL93c4WrXzh9cPLC11Y2mpG7evqsSIVF1gJ9JcI4ps3DGQqL2YiK6RcKsgqEmtSERnRXSisHl/NQMAoP/4jZBbunakcl0Cftf/RqywFYX93B/KvfihvBL3rqnE2Aw9Ligw4df5JqSZmJROGjJZ4LzjcZgeuwXS/l1Bh6VdW2Cadxect88FDKyQSB3j091O7K4OvqA5uJsOp3dvWwU+fwuJ6GBFdCLqQmwGEaPTDRid3njMdCh+7KhUsLvaB2+o7bo6gCQAOVYZfZJkbmdIFGWS9CImdzdicvfAvN7nV6GogWrqRNQ1mWUR4zMNGJ8ZmCP4/CoW7HPhuU3V+L7c2+Lz15R78Ielx9ArUcINAxLw63wjuhl5Xaor8flVbLYHqrV20nSx9QpOR9+p1RixMLgypuDzQf/8/fhqxl9wqNewRsesMnBaD1NntZIo5L1AfhdqgSDA36s/PL36w/O76yH9tAKGfz4P0X4k5OnSzs0w//kquK6YCd/oSZ3b1g4gf7sQhrfnQXC7mjzHn5oJ94wb4Rs8pmtWg48zkiigh1VGD6uMCZkGXFpogaqq2F3tw1elbnxV6sLyg27YPW37MK4vdPXa1lqIAjAsRYdJ2QaclCoiM7Y20Yt6u6sUvF1ci3d2OHC4jTsU6kRgZJoek+qq2g9P00MXhYs+dXVx25I+ffoAAJKSQt9zqX/c5Wo85i1cuBCXXnopUlJSMH/+fOTn57evwdSpfr/kGLZXhU4ab0mVR0WVR8G2ytY93yoLTb5HWko05+7IRPGnyKbD42Nt+POIRHy404nXt9RgcxOLXEL58YgXPx7x4i8/VqFPkoxpuUZMyzVhQEK0XTQhig38NquRyia+LDa5bUwrVuOxIjpR23h/NQPKmMkQ92yDoLTtS1FLHIqK0loFpQ4/9tco2O414lNdT+zwta+StApgVZkHq8o8mLW6EhOzDJheYMI5eSYks6oBacGaCNesJ2F69OaQW6JK29bD+Nyf4br5YUAXXBWBqD38qop5G7Sthg4AanJq88etrIhORF2fWRYxOEWPwSGqcRERSaIAppMSxRfphApR35W58eymGnyxz9ViBcedVT7cusqOW1cBhUkyRqfrMTpdj7HpevRJkrnTSQyp8vjxQ3l9hXwPfij3oLoVFcIi5xTck38MD+75V9ARyadg7D8fxNmDZzcqAtInUcb3TESnThQqcbSpglQUgqyDb9QkOPoOhfH1uZDXrQp5muCohemFB+DdfA7cv7sB0LeteEVEOR0wvD0PupWLmz3NO/pUuC+/DbAkdFLDKBIEQUDPRBk9E2X8X18LfH4VG495A4npB934rswNVxsKpvvV4wlUAGAQTRi7qwqTe3hxSpYBg1N0EDl3C4vHp2LBPife3ObA1wfdbXqNAckyJmUbAwsEMvSw6rrO58TJJ58MACguLg465vV6sWvXLlgsFqSmHr9nU5+EnpycjPnz56Nnz6Z3FSdqbpcHNcHW7HNbOk5EXZdVJ+L/+lpwRZEZK8s8eGNrLT7b44QSxiWQ7ZUKntlYg2c21iDdKGCCTYcLJQ9OyzOwuAtRKzERXSOhtuMDmts2pvmK6P6kZF50IGoHNS0Lvg7culEPIL/uT717AJQ7fdhiV7C1wostdi+2VCjYbPeiqg2VDfwq6qojuHH7KjsmZxswvacZZ+UYkciL21HP51fRxEdD5FmS4br9Sdjm3ATpaFnQYXnjGuhefAhVf7ofkALpKh29LSDFhy/2uUKuQu6TJONXuW2vwq8mN18RnVUQiIiIiIgono3NMGBshgHbK714flMN3t/pgLsVyU7FlQqKKxX8c7sDAJBsEDA63YAxdcnpw1N1MMu8RhUNVFXF3hpfQ9L5d2VubK5QWlx4EG0eyTsPVp8LM0v+G3TM4nfjs41PYMqQu/FjIhOYKDIqQ1zwbS5hipqQYIPrlkehW/wx9B+8AkEJvXOHbtl8iMUb4b7ufvh7FHRyI9tO2rsd5jfmQCw70OQ5qt4A94wboZwyDWCicNyRRAFDU/UYmqrHLYMT4FJUrD7swdcHXVhW6sa6I942fYa7/QK+PuTF14cC76lkg4CJWQZMyjLilGwDChIkLipsQrHdi39sd+C9HQ4ccYV3cy/bLOK07oHE84lZhi6923VBQQEmT56MpUuX4u2338all17acGzevHmorKzERRddBLlud4fFixfj0ksvhc1mw/z589GrV69INZ1iRJK+6TGqxUR0FqUiinuCIDTsFnjI4cNbxbX4cKcDO6vCW/F32KXik0M6fHKoGgm6GpzRw4hpuUac3sPIHbE6iKqqKHP64Qhn9UA7JRtE2PQC58caYiI6ALdPxfZKBVvqEkc3VwT+vq/GB6tOQF+bjH7JOvSz6dA/OfD3NKPYKBBDbccHALYmJkotVUT3Z+W1+fchoshJM0lIM0mYmHW8Qoeqqih1+LHV7sXmirrk9AovNh7zwtfKz1CvH1i4342F+93QiYGkzf5141K/5MDfc60SKxtEgM8fuNEX+Ayp+yyp8GJ7lQJvtCai1+nZeza+qv4Lsj32oGOGtd9g0b334/J+f0LvJD2+vyCj8xtIXYqqqniqiWrotw6yQmrHdpT+bi0koluZiE5EREQdp7S0FP/+97+xePFibN++HWVlZUhOTsaYMWNw8803Y+TIkZFuIhERAKBPkg5/HZ+Me4Yn4tUttXh9S03I6r5NqXCrWFjiwsISFwBAFoDBKTqMSddjTLoBo9P1yLZ03cSbaOLxqVh/1IvVh90Nyedlzii/ENUagoC7el4Mi8+F60r/F3Q4yefE5xvmYvLQe/GzNScCDaR4Vmz3orQ2OIGhqfuA1AJBgHfKhfAVDobxxb9ALNsf8jTpwB6YHrgG7hk3QJl0TnQnbasq0lYvhm3pJxB8Te/W6+tRANd190Ptnt95baOoZpQFnJJtwCnZBvx5BFDh9uObg24sPxgoVrWjqm27P1e4Vfxnjwv/2ROYu+VYJUzKMsRFwnRLjrh8WF5Xkf6rUjf21YSXoCYLwNm5RlxWZMGp2Ya4uj/71FNPYcqUKbjpppuwYMEC9OnTBxs2bMDy5cuRk5ODhx56CECgavrvf/97uN1uTJgwAf/6V/CuN7m5uZgxY0Zn/woUxYakNL1bd3NFp1RLIiAx/Y2Ijss0S5g9NBGzhiSguFLBgn0uLNjrbNhJprWqvSo+2e3EJ7ud0InAxCwDpuWacFauEVnm+J1LtdcRlw9ry71Ye8RT98cb9mJALZgkAZlmEVlm6fgfi4Qskxj4aZaQaZJgZOHOVom7T+I91V6sP3o86XxLhYKdVUqTyaDVXhXfl3vxfXnjgaibQQwkf9p06Jesw8ZjnpDPb7oievMJUWo2E9GJugpBENDdIqG7RcJp3Y9X/D3i8uGzPS58stuBFYc8ra5u4PUDmysUbK5QADgbHjfLAopscqPk9L42HbqJsVb7KDqpqooDtccr3m+uSzrfZlfgbO2Kgiizy5SBqUPuwtJ1DyPNG5wgPOPwCtRKBswb+ccItI66mq8PurE2xBe7HKuE3/Qyt+/FrUlQdToI3tBfHJmITkRERB3p1VdfxTPPPIOCggKceuqpSE1Nxc6dO7FgwQIsWLAAr7/+OqZPnx7pZhIRNUg3Sbh3eCJuHWTFP7c78MLPNWEn3wCAogJrj3ix9ogXL22uBRD4jhdITA9UTR+QrIPcjoXHFHDE5cOawx6sLvNgTXngJl1rqtrHJEHAzX0ug8XnxmVl3wQdTlFqsHD9Y5g07M9AYo8INJDiiVNR8Z89TrxVXItVZU3cB2RF9Hbx5xfC8eCrMLz9DHQrF4U8R/B6YHzzaSg//wjXFXdE547SVXYkvvooUjeuafY076nnwv276wG9odnzKL4lG0Scm2/CufkmAEBJjYKvD7obEqcPt3HxWUmND//Y7sA/6na7GZAsY1K2EYNTdMi3SshPkJFuErtkVcharx+ryjyBnagPurHpWHhJaPUKEiRcVmjBJb3NyIjT5LOCggIsW7YMjz76KJYsWYKlS5ciIyMDV199NWbNmoW0tEDhoLKyMrjdbgDAxx9/HPK1xo8fz0T0GCQJQKZJQpYlkLiXaZaQXZe8l2YSUeXxo9ThxyGHDwcdPpTWBn4edPjgauY7TKJewB/7WZo83lyxTzWR9wGJKDRBEFBk06HIpsNtgxNQWuvDFyVOLNjrwvKDboRTgNvrB5YccGPJATduWwWMTNNhWq4J03KNKLTpOu6XiHE1Xj/WHfXip3IPfjwSSD5vy3XIjuD0qdhd7cPu6ubb080gIuvEhHVL4LOvPok92ywhxSjG1eLEUAS73R6b2XNtNOrjMmxv46rhttg7I6vJZHTL9edCqKkKecw940Z4p1zQkU2jTuRyuVBSUoKcnBwYjcaWn0Bx56DDh3/vduLT3U6sKQ99QbutEnUCCkwKhqSbMTDFiL7Jgd0dUo3xeYGkNcqdvsDuGHYvtp5Q6bzK2zU/ModW78H/1j0Cm88R8vjf+12A39x5Yye3irqaX31Rjm8PBY9vT45NwlX9rO1+ffPM30E8XBryWM2rXwIGfv52FZxXUaQxBonolz777DN069YNEyZMaPT4ypUr8etf/xoWiwXbtm2DwcBkE4ou/Eyjeopfxfy9Tjy7qQY/hVkZqiVWWcCIND3GZASS00em6RuulzMGQ/OrKoorFaw57MF3ZYFq522thBrLJL8P/9zyAn5Tvjrk8X2GFFx+yl/w2YwBndwyigebK7x4a1st3t/pQGULO0f8qb8Fc8bYOqdhXZy8YhEMbz0Nwe1q8hx/tzR4J50DZdwZUNOyOrF1oQll+6FbsRjyV/MhVh5r8jzVbIXr/2bCN+qUTmwddUWqqmKLXcFXpW58fdCNFQfdqAkng6oFJklAXoKEvAS5ITk9PyHwMy9BglmOjcU3Xr+KteUefF1X8fz7ck+bdzHWicA5eSZcVmjByVn6uE8wovjzr101MMvHk81TjWKbdjlWVRWVHhWljuOJ6QdrfShz+pFhEnFegQl9kppJ5PT7YbnydAj+4Dezr3AQnPc8F3abKHrxegF1Brvbj8X7XViwz4X/7Xe1a07VJ0nGtFwjzuhhxNAUHSy62JgzaanK48dBhw+HHD7sqFICxSvKPdhWqcDfNVOtGtGJQIYp8Hk5LFXG3LHJkW5Sp+vwRHSttif+5ptvcM455zR5/IUXXmjVasnOTEQXBeDIZdlNfhkx3XU5pNI9IY85Zz4J30Bu3dxVcJJE4dhXo+Dfu534eLcT649qe/PvRGlGEf2Sdehnkxt+9k3WNbl4piuyu/3YWrc7xuYTks4jseVLpI2t3I4v1z8Gq98ddExNSELt8/+JQKuoq1hd5sbUz48EPZ5uErHhwkxNtjIyPXYzpK3rgx5X9QbUvraw3a9P0YPzKoo0xiARhWP69OlYunQpli1bhmHDhkW6OUSN8DONfklVVWy1K/iuzIPvDrux5rCnxYpA4RIA9EuWMTbdgGHJAnp4yzG2T3eYTCZN/51IOejw4UCtD2qYd11qFT9+KPdiTV2/21tIfA2XSRIwIk3XsBjAFiMVnAXFiyFv/wVpW0NXGK7NLYT60Kud3CrqqhyKH5/uduKtbY6wisV8MiUFk7vzc1QrwqESGF/8C6S921s819d3CLzjp0IZdQpgarqCquZqqiCvWQbdisWQdmxq8XRf7wFwXXsf1NTMTmgcxRuvX8WP5R78b18tluyrwcZqKazKnuHKMInIswaS0/NOSFLPT5CRZe78KpBun4qSGgV7qn3YUx34WVzpxaoyD6rbWVyqd6KMy4rMuKS3mcW9iKKE+cbzIVZVBD2ujDgZrpseikCLqKPwmhV1NpeiYvlBNxbsc2LBXieOuNs+jxAFoJ9NxvBUPUak6TEsVYf+yTroYnTHQK9fbdjl4qDD37CQ6KCz7mfdLhhaLo6MdX0SZXx/QUZYz5k/fz7eeOMNrF+/Hg6HAxkZGRg1ahQefPBB9OgR2BFww4YN+Pe//41169Zh/fr1OHr0KMaPH48FCxZ0xK8RNrmj/wGttyceP358UIUpABg0aJCWzdZEok5o9suWmmgDQhfuhD87t2MaRURRL9cq46ZBCbhpUAJ2Vir4ZLcDn+x2Yotd20U05S4/yg+6sfxg48TjHhapISm9n01G/2QdCm1yzFQ5CKXW60dxpYLNFYGk8/rk8wOO6NjuJRp8l9QH5w26HfM3PgGTv+MWQFD88asqnt5QHfLYDQOsmiShA4A/OQ2hLgWr1kRNXp+IiIioLXS6QCUnSeJNayKKfoIgBIoVJOtwRd9AQl+Zw4c15YGq3KvLPFh31ANPO9bvqwA2VyjYXFF/ncuEtJ8rMCbd0VA1fUiKHgYp+m/OKX4Vm455A31T92d/bXRca+puljAmQ4/R6YE+HdgtVm94GoDbH4Iy7y7Im9cGHTVXlKE2Aq2irmXDUQ/eLnbgw52OsHfEvLqvBadkcdcbLamZOXDe9wL0H74K/aJ/NXuutHU9pK3rob79DJThE6CMnwrfwBGA1AG3vxUvpA2roVuxCNK6VRCUlq+hq4IA769mwHPe5YDc4bfkKU7pRAFjMwwYmqTit7aj6JbZAz/ahbpK4C78XKHtvcUypx9lTg/WlAcf04tAXoKMPOvxCur1Sep5VgmJbSiEpaoqyl3+hiTzE3/urfah1OGDlilPBgn4dZ4JlxVZMC5DD4HVz4miipqQBIRIRFcTbJ3fGCLqUoyygCk5RkzJMeLRYUZ8saUUaz02fHnAi11hFmnwq8DPFQp+rlDwj+2OwOtLwOBugaT0EWl6DE/VoWeiHNGdVlRVRYXbj9K6RPL6HSsCf/fjYK0Ph5w+lDv9ms63qDFVVXHrrbfizTffREFBAS644AJYrVYcPHgQK1asQElJSUMi+oIFC/D0009Dr9ejd+/eOHr0aIRb31iHf+sdPnw4/vvf/za5PfFtt92GadOmtXp74gkTJuCuu+7qiKY2SNQJ6GvToY9NxjGXH1vsXuxpQ+WXwua2jQGgJoYuwa8aTVCT08L+94io6+mVJGPm0ETMHJqIzRVeLCxx4ecKL7ZUeFFcqbR5G7nm7K/1YX+tD4sPHE9QFwAUJEh1ldN16JccqKLeO1GGPopuDHp8KrZXKthiD/TR5rqk8z3V2l6Iao5eDGy70z9Zh+4WCbF1j28M3su9E5cteBSSPzpunFLs8PpV7K5SsK1SwTa7gmK7F9sqFWyvVOAIsfrVphcaEhu0oHYLPXdSrUma/RtERERE4SgpKcFXX32FzMxMDBgwINLNISJqkwyzhHPyTDgnL1Cx3KWoWHfU0yj5ur07y5W7VPx3nwv/3ecCEEgAGpZyPIl6dLoeaabIL+ixu/34odyD7w4Hfv8fyz2ojYJqT5IADOqma+ivMel69LB2oYRHvQGumx+G6YmZkHb8HOnWUIyq9vqxtyGBUWn4+84qJeykAqME/DrfhCuKLBibwST0DqHTwzPjBvgGDIfxtTkQaqqaPV3weqBbvRS61UvhT0qGMvZ0KOOnwJ/bG2hPYoeqQty9DfKKhdB9t6TFdpzIn9QN7mvugW/AiLb/+0RtYNEdT6ICknDY6cPyg258XerGslJ3hy6a8/iB7XX3BIDg3XetsgAxzFx0j0+Fq4NvV/WwSJiUbcApWQac3sOI5BjZOYYoHqmJycCBPSEet3V6W4io65JEAUMS/fhVjgWPjDVgW6WCBXtdWLDPibVH2lbU0eVDoNBDuQfYElhSn6gXMDxVj8HdArlFWWYJ2RYJmSYRGWapXQUFnIrakFx+/GddNXOHD6V1SebuKEgLMkkChqbqMCxVh4IEGZ2RYqWoQLnT15CEf7Cuj6o03qGwNV5++WW8+eabuOqqqzB37tygokaKcnxh6XnnnYezzjoLAwYMwLFjx1BUVNTZzW1Wh1+NPPfcc0M+Pm7cOJx88slYunQpNm/eHJHtiU2SgCKbjL51FX/71VX/7W6Rgla3/rKabn2SY6mj6YvslxeZm/33m5oM+bNy23dhhIi6pP7Jge1a6nn9KnZVKdhSoWBz3Zi01R64eO7X+LNRBbCr2odd1T4sqLspCACyEEi67pesQ19b4GdBgozOyE1XVGB3Vf14HEg431GpdOiWgycShcC2fPW/d/+6z5CeiTLk2Mo+b2zEafDkSjC++BcIagesdKAuZ9Z3Ffi61IOdVeG9/67pb0WCTrsLuk0t4mNFdCIiIooEr9eLa665Bm63Gw888ECrKqK7XK4WzyHSksfjafSTqLWGJgFDk3T4Yx8dVNWM3TV+/HBEwfflXnx/RMG2yvYVBHD7gO8OBxK+6xVYRYxK02FUqozB3WQYOiEvXfEHKlj9cETBmiMKitv5e2klSSdgRKqM0WkyRqboMCxFhkV34rUoBS6XttVPI0+E+/oHkfT0bMglOyPdGIoBL26qxo9HvA2Vc4+623+ds79NxmVFFvy2lxk2Jil2Ct/QcXA89AYMrzwCeeu6Vj1HrKyAfuFH0C/8CL4eBXVV0kcCYhgfHD6lrvr5QogHS8Jut2fASHj/dE+TBcmIOlO6ScKFPc24sKcZqqpid7UPX5W68fVBF5YfdKPC3Xmzm5ooWMAHBIrkTMwyYFK2EadkGdAzMTg3hIiiU1OVz1kRnYg6iiAEihn3telw+5AEHKj14fN9TizY58K3B93tyk+q8qj4qtSNr0qDF/AJANJNIjLNdQnqZgmZZrEhWT1JL+KwM5BcfmIl84O1gYRqewQSqltDEoAByToMT9VheJoew1P16GuLnhyrWq+/UZ82+lPrx0FnoJ+1KhrrdDoxd+5c5OfnY86cOSHvI8kn7K7Vr18/bf7hDhLRshht2Z54165dePHFF+FyuZCdnY2JEyciOzu71c//U38LMswS+ifrkGeVILUykC06EcNS9RiWqm/0uN3tx9a6JMjNdUmQCToB0wvMOK/A1OxrNnUBwp+V17pfhojimk4UUGTTocimw3k4Pt64FBXFlV5ssSvYUuHFpqNubD7qRqlb+4vjiorAv2Pvaje3GsuzSuibrEP/uqTzfsk69EmUYZSjYzKkNd/oSXB7XDC+NifSTaEYsOyAB9urwhsDrLKAP/W3atoOf1OJ6AmsiE5ERESdy+/347rrrsPKlStx2WWX4eKLL27V8w4dOgSvt20VVYjao6ysLNJNoBinA3CSDJyUBSALqFaAjdUiNlRJWF8l4udqEU5/+66h7K7xY3eNGx/uDr4519XlGv0YnOjH4EQfBif4UWBWj+/A5wWOHQKORbSFnUf6zfXo8/YTMB05GOmmUJT7+zZH2NerQjFJAqb3NOHyQgtGpumYqBgBarc0uGY/DWntt9B98wWkDash+Ft311/avxvSBy8DH3RwIwGokgzPoNHYXzQcSadOg9HU/D1iokgQBAE9EwMFlf6vrwV+VcWBWh/21vgaFu7sq/u5p0bBYWfXKFZkkICTMgyYlGXAKdkGDO6ma3WOCBFFl6bu+TERnYg6S3eLhKv7WXF1Pyvsbj8W7Q9USv/ffremu+apAMqcfpQ5/Vh/NHbvGfROlE9IOtdhUDc9TFGcZ2XRieiVJKJXUtMp1X5VxVFXfXV5f0M19RMXAphbWb116dKlsNvtmDFjBnw+Hz7//HPs3LkTSUlJmDRpEnr27KnVr9YpIpaI3tbtiT/66CN89NFHDf8tyzL++Mc/4qGHHmpVQvuV/bRNerIZRIzNMLRp+70mK6Jn57azVUQUz4yygMEpegxOCSyccblcKCkpQXJmD+xxSdhc4W1YQLOlwotDXeRCkhayzCL62ep2yEiW0c+mQ5FNhlXDqs2xQplwJlxuF4xvPxPpplAX9Mf+Fs23t1S7NVURnYnoRERE1Hn8fj+uv/56fPTRR7joooswb968Vj83MzOzA1tGFMzj8aCsrAwZGRnQ6/UtP4EoDP0B/Lbu74pfxWa7D98f8Qaqi5crONDMTqPxzCACQ1NkjEyVMSpVh5GpMlKN8XddqjnOmU9C/+QdkMqZjE4dZ1A3HS4vClQQTtLzPRhxogjfyInwjZwIoaoC8ndLIH+7CNLe4ki3DL5e/eAdPxXKmFPhkg2oKilBEhcsUIwQBQE5Vhk5VhkTMoNzHWq9/kZJ6nurFeyp8WFPlYK9NQpcvgg0uhWSDQJ6J8o4OcuAU7IMGJ1uiOqEJyJqvSYroifyXiARdT6bQcRFvcy4qJcZLkXFT0c9WHvEi7XlHqw94sHu6iidLGnEIgvIMkvIMovIskjIMkmBn3WPFSbpuuRuYqIgIM0kIc0kYXBK+15r3bp1AAJFvMePH48dO3Yc/3dEEddddx0efvjh9v0jnSgiieht2Z44NTUVDzzwAKZOnYrc3Fw4HA6sWbMGDz74IF588UUIgoBHHnmkxdeJpm2O9SYrjCEed6dmwRNF7aT241bHFEn1cadXvRiYIGBgggTkHh93j7n92Fbpw9ZKH7ZVKthqD/w9Wrdq0UI3vYAim4S+SRL6JskoSpJQlCSFSIz1Az5P1F5M63Djz4Svphrmxf+KdEuoC5mWa8SdQxM1f92mEtHBRHQiIiLqJPWV0N9//31ceOGFeOmllyCKrb/QajSGukpE1PH0ej3jjzrcaDMw+oSNTQ/U+vDtgRos212BLS4jNlX44IvhS1ECgH7JMsamGzAsVQerLrxkJwECelglDOqmg6GVVZPiVmZ3uO6cB9MjN0Hwxl+FfOo4FlnAhT1NuLzIgqEprH4erdTEZHinXAjvlAsh7t8NeeUiyCsXQ6w40mlt8KdmQBk3Bd7xU6Bm5hw/wHu71MVYdCL6J4von6wLOqaqKsqc/uNJ6jV1ldSrFeytVlDagYsOdSKQa5WQnyAH/lgl5CXIyEuQkGeVu2TCExEFqInJoR9PCP04EVFnMcoCTsow4KQTChkfc/nw09FAYvqPR7z46YgHZTFQKFQSgEyThCyLWPdTQrZZQqZZQrZZRFbd3xO5aLvdjhwJfI994YUXMGTIECxduhSFhYXYsGEDbrnlFjz//PMoKCjAlVdeGeGWtk6nJ6K3dXvifv36oV+/fg3/bbFYMG3aNIwcORLjx4/HK6+8gltuuQVpaU0kIdWJpm2OJXM3DJR1EJXj7fHpjdhjSYGvpCSCLaOOwq2OKZKai78eAHoYgdONADIAVQWOeATscgjY6RCxyyFip0PALocIhy92LsCbJRW9zH70NAd+9rL40dPsR4oOaHQfwQ3UHAZqItbSKNZ/LLJramCJdDso5ujEwFZLhTYZhUmB3QWGpeib3caoPdSkbvBn50Es3dvocV+/oR3y7xERERGd6MQk9OnTp+OVV15pVeEFIqJ41d0i4de5BgwXvMjJyYRP0uOno16sLvNgzWE3Vh/2RHWRBIssYGSaHmMy9BiTrsfIND2rJnciNTUTztlPwfjsvZFuCsWwLLOI/AQZeVYJ4zINOL/AhIQ43Bkzlvl7FMBz0TXwXHgVpC0/QV6xGPIPX0Nwa58QrhrNUEZPgnf8FPgLBwNhLDgl6ooEQUBmXRLS2Izg4y5Fxb4TktP31CiobMPcTgCQaZaQX5dknp8QSISSxNi5V0lE2gl1z8+fYIO/e17nN4aIqAXdjBJO6y7htO6BAiCqqqLU4ceP5R78dCRQPf2nox5UdeL1L5teQLY5kFyeaQ5ULw8kmYuBx80SUo0i51qdxO8PLEzQ6/V45513kJWVBQAYN24c3nzzTUyYMAHPP/88E9FDac/2xE3JyMjA2Wefjbfffhs//PADzjrrrGbPj7Ztjh0XXAXLR69C8Pugyjo4f3M1sgv7RrpZpDFudUyR1Nb4ywUw/BeP+VUV+2uDK6hvr/LBHcGFewYRKKyrat43SUbfumrn3c0iK9doocflkW4BRTGTDAxL1aEwSUaRrf6njIIEGXJnfkERBLh/fxOMz94LweUEAHgnnAlf0eDOawMRERHFpfrrXe+//z7OO+88vPrqq0xCJyIKk0UnYkKmARMyDQAS4FdVbK9UsPqwJ/CnzIMdVUrE2pdjlTAmPZB0PjpdjwHJus79zktB1MwcuG74S6SbQVHMIgvIS6ivmCsh3yo3/D3HKsMk8z3cZYgSfANGwjdgJNyX3gz5x28hr1gIafNaCGrbkzpUUYRv4Cgo46dAGTYeMHAHGaLWMsoCCm06FNqCq6kTEbWVmp0Hz9mXQP/5e4H/lmS4L7sFkDq9BisRUdgEQUB3i4TuFhPOzTcBCCSnV3lVHHL4cNDhQ2mtD4ecfhys9aHU4Wt4vMzpb3YnQYMUqGKebZEaqpln1SWW1yebZ5hFmGUuqI0miYmJAIChQ4c2JKHX69+/P/Lz87Fr1y7Y7XbYbLYItDA8nfZp3N7tiZuTkpICAHA4HC2eG3XbzJ79WziGj4dYfhD+zB5AWhairIWkIW51TJGkVfwVmoDCVOCcEx5T/Cp2VyvYaldQ0YkZ6ckGEf1tOuQnsPoBUaR8fW561Cz48A0YAccT70Lcvglqaib8ub1/sf0BERERkfbmzp2L9957D1arFb1798YTTzwRdM60adMweDAXyBERtZYoCCiy6VBk0+HSwsA+bUdcPvxY7kWZ09dp7Ug2iBiRqke2hQuMopGazcqHFNrCaalINrBISVwymgOJ4+OnQDhWDnHHzxCctWG/jGq2wN9nEFRbSgc0koiIiNrK89tr4J0wFeLBffD37Ae1W1qkm0RE1GaCICBJLyBJL6KomQV8Pr+Kcpe/IVm9yqsi1SjWJZmL/P4bo/r06QMASEpKCnm8/nGXS/tdvzpCpySid/T2xD/88AMAIDc3V7PX7ExqZg/4MntEuhlERG0miwL6JOnQJ4mVDYjiTbR9oVETk+EbcXKkm0FERERxZN++fQCAmpoaPPnkkyHPyc3NZSI6EVE7pRolTM1hQjgRtaybkWMFAWq3NPhGT4p0M4iIiEhjavd8+LrnR7oZRESdRhIFZJolZJolDEuNdGtIKyefHMhrKS4uDjrm9Xqxa9cuWCwWpKbGxv/0Dq+3H+72xEePHkVxcTGOHj3a6PF169aFPP+ll17CN998g169emH48OFaNp2IiIiIiIiIiKhZL730Eux2e7N/ZsyYEelmEhERERERERERERERURQoKCjA5MmTsWvXLrz99tuNjs2bNw+VlZWYNm0aZLlTao23W4e3MtztiV999VXMnTsXs2fPxl133dVwzh/+8AfodDoMGzYM2dnZcDgc+P7777FhwwYkJSW1mOBOREREREREREREREREREREREREREREFElPPfUUpkyZgptuugkLFixAnz59sGHDBixfvhw5OTl46KGHGs4tLi7GvHnzAAAulwsAsH37dlx77bUN57z00kud+wucoMMT0bXanvjKK6/EkiVLsHLlShw7dgyiKCInJwfXXnstbrjhBnTv3l3zthMRERERERERERERERERERERERERERFppaCgAMuWLcOjjz6KJUuWYOnSpcjIyMDVV1+NWbNmIS0treHcsrIyvPfee42ef/jw4UaPRTIRXbDb7WrE/nWiOOFyuXDo0CFkZmbCaDRGujkUZxh/RETUlfBzjSKNMUhERF0FP9Mo0hiDRETUlfBzjSKJ8UdERF0JP9cokhh/RG3DRHQiIiIiIiIiIiIiIiIiIiIiIiIiIiIiCosY6QYQERERERERERERERERERERERERERERUWxhIjoRERERERERERERERERERERERERERERhYWJ6EREREREREREREREREREREREREREREQUFiaiExEREREREREREREREREREREREREREVFYmIhORERERERERERERERERERERERERERERGFhIjoRERERERERERERERERERERERERERERhYWJ6NRue/fuhc1mw7XXXhvpplAcYvxRpDEGiUhLHFMo0hiDFEmMPyLSEscUijTGIEUS44+ItMZxhSKJ8UeRxhgkIi1xTKFIYvxRpDEGu66YTES32WwYNWpUpJvRZbA/w8c+0w77MnzsM22xP4n4PtAS+zJ87DNtsT/Dxz7TDvuSiO8DLbEvw8c+0xb7M3zsM+2wL4n4PtAa+zN87DPtsC/Dxz7TFvuT4h3fA9pif4aPfaYd9mX42GfaYn9SU2IyEZ2IiIiIiIiIiIiIiIiIiIiIiIiIiIiIIoeJ6EREREREREREREREREREREREREREREQUli6RiH7w4EE8+uijOP3009G7d2+kp6dj0KBBuP3221FeXh50/rXXXgubzYY9e/bg5ZdfxqhRo5Ceno6BAwdizpw58Pv9Efgtokd9/+zduzfo2GOPPQabzYZvvvkmAi2LXoxB7TD+wsf40xZjkIjjipY4poSP8actxmD4GIPaYfwRcUzREseU8DH+tMUYDB9jUDuMPyKOKVrjuBI+xqB2GH/hY/xpizFI8Y5jirY4poSPMagdxl/4GH/aYgxSPTnSDdDCypUr8cILL2DixIkYMWIEdDodNmzYgDfeeANLlizB119/jaSkpKDn/fnPf8aKFSswdepUTJ48GQsWLMCcOXPg9Xpx3333ReA3oVjFGKRIYvwRkdY4rlAkMf4o0hiDRKQljikUSYw/ijTGIBFpiWMKRRpjkCKJ8UdEWuKYQpHGGKRIYvwRdYwukYg+ceJEbNu2DVartdHj7733Hq699lq89tpruOOOO4Ket379eqxYsQKZmZkAgFmzZmH48OF49dVXMXv2bOj1+k5pP8U+xiBFEuOPiLTGcYUiifFHkcYYJCItcUyhSGL8UaQxBolISxxTKNIYgxRJjD8i0hLHFIo0xiBFEuOPqGOIkW6AFtLS0oIGBwC4+OKLkZiYiK+++irk82bOnNkwOABASkoKzj77bFRXV2P79u0d1VzqghiDFEmMPyLSGscViiTGH0UaY5CItMQxhSKJ8UeRxhgkIi1xTKFIYwxSJDH+iEhLHFMo0hiDFEmMP6KO0SUqogPAZ599hjfffBPr16+H3W6Hz+drOHbo0KGQzxk6dGjQY927dwcAVFZWdkg7qetiDFIkMf6ISGscVyiSGH8UaYxBItISxxSKJMYfRRpjkIi0xDGFIo0xSJHE+CMiLXFMoUhjDFIkMf6ItNclEtGfe+453HfffUhNTcXkyZORnZ0No9EIAHjppZfgdrtDPi8hISHoMUmSAKDRAEPUEsYgRRLjj4i0xnGFIonxR5HGGCQiLXFMoUhi/FGkMQaJSEscUyjSGIMUSYw/ItISxxSKNMYgRRLjj6hjxHwiuqIoeOKJJ5CZmYlvvvkGaWlpDcdUVcWzzz4bwdbFJlEUAYQeJKuqqjq7OVGPMagtxl94GH/aYwxSvOO4oi2OKeFh/GmPMRgexqC2GH8U7zimaItjSngYf9pjDIaHMagtxh/FO44p2uO4Eh7GoLYYf+Fh/GmPMUjxjGOK9jimhIcxqC3GX3gYf9pjDFI9MdINaK+jR4+iqqoKo0aNajQ4AMBPP/0Ep9MZoZbFLpvNBgAoLS0NOrZhw4ZObk30Ywxqi/EXHsaf9hiDFO84rmiLY0p4GH/aYwyGhzGoLcYfxTuOKdrimBIexp/2GIPhYQxqi/FH8Y5jivY4roSHMagtxl94GH/aYwxSPOOYoj2OKeFhDGqL8Rcexp/2GINUL+YT0dPS0mAymbB+/Xo4HI6Gx+12O2bNmhXBlsWu4cOHAwDefffdRo//5z//wYoVKyLRpKjGGNQW4y88jD/tMQYp3nFc0RbHlPAw/rTHGAwPY1BbjD+KdxxTtMUxJTyMP+0xBsPDGNQW44/iHccU7XFcCQ9jUFuMv/Aw/rTHGKR4xjFFexxTwsMY1BbjLzyMP+0xBqmeHOkGtJcoirjyyivx/PPPY8KECTjzzDNRXV2N//3vf8jJyUFWVlakmxhzzj77bBQUFODdd9/FgQMHMHjwYBQXF2P58uWYMmUKFi1aFOkmRhXGoLYYf+Fh/GmPMUjxjuOKtjimhIfxpz3GYHgYg9pi/FG845iiLY4p4WH8aY8xGB7GoLYYfxTvOKZoj+NKeBiD2mL8hYfxpz3GIMUzjina45gSHsagthh/4WH8aY8xSPViriK6z+cDAOh0uobH7r//ftx3330QBAFvvPEGli1bhgsuuACffPIJZDnmc+07VKj+NJlM+Pe//41p06Zh7dq1+Nvf/gaXy4XPP/8cw4YNi1RTowZjUDuMv/Ax/rTFGCTiuKIljinhY/xpizEYPsagdhh/RBxTtMQxJXyMP20xBsPHGNQO44+IY4rWOK6EjzGoHcZf+Bh/2mIMUrzjmKItjinhYwxqh/EXPsafthiD1BzBbrerkW5EOMrKylBUVISTTz4Z8+fPj3RzYh77M3zsM+2wL8PHPtMW+5OI7wMtsS/Dxz7TFvszfOwz7bAvifg+0BL7MnzsM22xP8PHPtMO+5KI7wOtsT/Dxz7TDvsyfOwzbbE/Kd7xPaAt9mf42GfaYV+Gj32mLfYnNSfmKqJ//vnnAICRI0dGuCVdA/szfOwz7bAvw8c+0xb7k4jvAy2xL8PHPtMW+zN87DPtsC+J+D7QEvsyfOwzbbE/w8c+0w77kojvA62xP8PHPtMO+zJ87DNtsT8p3vE9oC32Z/jYZ9phX4aPfaYt9ic1J2Yqoj/11FPYsmULPv30UxiNRqxcuRJ5eXmRblbMYn+Gj32mHfZl+Nhn2mJ/EvF9oCX2ZfjYZ9pif4aPfaYd9iUR3wdaYl+Gj32mLfZn+Nhn2mFfEvF9oDX2Z/jYZ9phX4aPfaYt9ifFO74HtMX+DB/7TDvsy/Cxz7TF/qTWiJlE9Ly8PPj9fowaNQr33nsvhg8fHukmxTT2Z/jYZ9phX4aPfaYt9icR3wdaYl+Gj32mLfZn+Nhn2mFfEvF9oCX2ZfjYZ9pif4aPfaYd9iUR3wdaY3+Gj32mHfZl+Nhn2mJ/Urzje0Bb7M/wsc+0w74MH/tMW+xPao2YSUQnIiIiIiIiIiIiIiIiIiIiIiIiIiIiouggRroBRERERERERERERERERERERERERERERBRbmIhORERERERERERERERERERERERERERERGFhIjoRERERERERERERERERERERERERERERhSWqEtFLS0vx4osv4vzzz8fAgQORlpaGwsJC/OEPf8APP/wQ8jlVVVW4++67MXDgQKSnp2PQoEG47777UFNTE3TuqlWrcM899+CUU05BQUEBMjIyMGrUKNx///2w2+1Ntmvt2rX4zW9+g9zcXGRnZ+P000/Hp59+qtWvTVEkGmPwgw8+wC233IJJkyYhPT0dNpsN77zzjpa/NkWJaIu/trSHiKJHtI0p9Tivih/RGIOcV8WPaIs/zquIYl+0jSv1OLeKD9EYf5xXxZdoi0HOrYhiW7SNKfU4r4oP0Rh/nFfFl2iLQc6riGJbtI0p9Tivig/RGH+cV8WXaItBzqso3gl2u12NdCPqPfDAA3jmmWdQUFCACRMmIDU1FTt37sSCBQugqipef/11TJ8+veH82tpanHnmmdi4cSMmT56MwYMHY8OGDVi6dCmGDx+Ozz//HEajseH8wsJCHD16FGPHjsXgwYMhCAK+/fZbbNiwAfn5+Vi0aBHS09MbtWn58uW44IILYDQaMX36dFitVnz22WcoKSnBQw89hBtvvLHT+oc6XjTG4KBBg1BSUoKUlBSYzWaUlJTghRdewIwZMzqtX6hzRFv8hdseIoou0TamAJxXxZtojEHOq+JHtMUf51VEsS/axhWAc6t4Eo3xx3lVfIm2GOTciii2RduYAnBeFU+iMf44r4ov0RaDnFcRxbZoG1MAzqviSTTGH+dV8SXaYpDzKop3UZWI/tlnn6Fbt26YMGFCo8dXrlyJX//617BYLNi2bRsMBgMA4NFHH8Xjjz+OW265BQ888EDD+fVv7D//+c+47bbbGh5/5pln8Nvf/hZZWVkNj6mqijvuuANvvPEGrrrqKjz55JMNxxRFwahRo1BaWorFixdj8ODBAIDKykqcdtpp2LdvH3744Qfk5uZ2RHdQBERbDALAV199hZ49eyI3Nxfz5s3Dgw8+yIlSFxVt8Rdue4goukTbmMJ5VfyJthgEOK+KJ9EWf5xXEcW+aBtXOLeKL9EWfwDnVfEm2mKQcyui2BZtYwrnVfEl2uIP4Lwq3kRbDHJeRRTbom1M4bwqvkRb/AGcV8WbaItBzqso3kVVInpzpk+fjqVLl2LZsmUYNmwYVFVF//79UV1djW3btsFisTScW1tbi6KiIqSmpmLdunUtvvahQ4fQt29f9OvXD6tWrWp4fOnSpZg+fTpmzJiBF154odFz3n33XVx33XW46667MHv2bM1+T4pekYjBX+JEKX5FQ/w11x4iii2cV1GkRcPnGudV8Ssa4q+59hBR7OHciiIpGj7XOK+Kb9EQg821h4hiC+dVFEnR8JnGeVV8i4YYbK49RBRbOK+iSIqGzzTOq+JbNMRgc+0h6orESDegtXQ6HQBAkiQAwM6dO3Hw4EGMGTOm0eAAABaLBWPGjMGePXuwf//+sF+73rfffgsAmDx5ctBzTjvtNADAihUrwvxNKFZFIgaJ6kVb/DFmiWIb51UUadH2uUbxJdrijzFLFPs4t6JIirbPNYo/0RaDjFui2MZ5FUVStH2mUfyJthhk3BLFNs6rKJKi7TON4k+0xSDjluJBTCSil5SU4KuvvkJmZiYGDBgAIDBAAEDPnj1DPqf+8frzmvPPf/4TQPBkqP65vXr1CnpORkYGrFYrdu3a1crfgmJZpGKQCIi++AvVHiKKHZxXUaRF2+caxZdoiz/Oq4hiH+dWFEnR9rlG8SfaYpBzK6LYxnkVRVK0faZR/Im2GOS8iii2cV5FkRRtn2kUf6ItBjmvongR9YnoXq8X11xzDdxuNx544IGGlSFVVVUAgKSkpJDPS0xMbHReUzZs2IC5c+ciLS0NN998c6Nj9c+tf61fSkhIaPH1KfZFMgaJoi3+mmoPEcUGzqso0qLtc43iS7TFH+dVRLGPcyuKpGj7XKP4E20xyLkVUWzjvIoiKdo+0yj+RFsMcl5FFNs4r6JIirbPNIo/0RaDnFdRPInqRHS/34/rrrsOK1euxGWXXYaLL75Y09ffs2cPfvvb38Ln8+GNN95ASkqKpq9PsY8xSJEUbfHX0e0hoo4VbWMKxR/GIEVStMUf51VEsS/axhWKL4w/irRoi0HOrYhiW7SNKRRfGH8UadEWg5xXEcW2aBtTKL4w/ijSoi0GOa+ieCNHugFN8fv9uP766/HRRx/hoosuwrx58xodr1+JUllZGfL5La2027NnD371q1/h6NGjePvttzFx4sSgc1pa7VJdXQ2bzdaq34diTzTEIMWvaIu/ltpDRNEtGsYUzqviWzTEIMWvaIs/zquIYl80jCucW8WvaIg/im/RFoOcWxHFtmgYUzivil/REH8U36ItBjmvIopt0TCmcF4Vv6Ih/ii+RVsMcl5F8SgqK6LXrwh57733cOGFF+Kll16CKDZuaq9evQAAu3btCvka9Y/Xn3ei+sGhrKwMf//733HmmWeGfI365+7cuTPoWFlZGWpqatCzZ8/W/2IUM6IlBik+RVv8taY9RBS9omVM4bwqfkVLDFJ8irb447yKKPZFy7jCuVV8ipb4o/gVbTHIuRVRbIuWMYXzqvgULfFH8SvaYpDzKqLYFi1jCudV8Sla4o/iV7TFIOdVFK+iLsrr34zvv/8+pk+fjldeeQWSJAWd16tXL2RlZWH16tWora1tdKy2tharV69GXl4eevTo0ejYiYPD3/72N0ybNq3JtowfPx4AsHTp0qBjS5YsaXQOdR3RFIMUf6It/lrbHiKKTtE0pnBeFZ+iKQYp/kRb/HFeRRT7omlc4dwq/kRT/FF8irYY5NyKKLZF05jCeVX8iab4o/gUbTHIeRVRbIumMYXzqvgTTfFH8SnaYpDzKopnUZWIXr8twfvvv4/zzjsPr776apNvRkEQ8Ic//AE1NTV44oknGh174oknUFNTg8suu6zR4/WDw6FDh/DGG2/gnHPOabY9p5xyCvLz8/Gvf/0LGzZsaHi8srISTz/9NPR6PS6++OI2/rYUjaItBim+RFv8hdMeIoo+0TamcF4Vf6ItBim+RFv8cV5FFPuibVzh3Cq+RFv8UfyJthjk3IootkXbmMJ5VXyJtvij+BNtMch5FVFsi7YxhfOq+BJt8UfxJ9pikPMqineC3W5XI92Ieo899hjmzp0Lq9WKP/3pTyHfjNOmTcPgwYMBBFakTJ06FZs2bcLkyZMxZMgQrF+/HkuXLsXw4cOxYMECmEymhucOGjQIJSUlGDVqFCZPnhyyDXfddVej/16+fDkuuOACGI1GTJ8+HVarFZ999hlKSkrw0EMP4cYbb9SwByjSojEG3377baxatQoAsHnzZqxfvx5jx45FQUEBAOCkk07CpZdeqsnvT5EVbfEXbnuIKLpE25gCcF4Vb6IxBjmvih/RFn+cVxHFvmgbVwDOreJJNMYf51XxJdpikHMrotgWbWMKwHlVPInG+OO8Kr5EWwxyXkUU26JtTAE4r4on0Rh/nFfFl2iLQc6rKN5FVSL6tddei/fee6/Zc1544QXMmDGj4b8rKysxZ84czJ8/H2VlZcjIyMB5552H2bNnIyEhodFzbTZbi22w2+1Bj/3444947LHHsGbNGni9XvTv3x/XX389pk+f3qrfi2JHNMZgS2265JJL8NJLL7X4uhT9oi3+2tIeIooe0Tam1OO8Kn5EYwxyXhU/oi3+OK8iin3RNq7U49wqPkRj/HFeFV+iLQY5tyKKbdE2ptTjvCo+RGP8cV4VX6ItBjmvIopt0Tam1OO8Kj5EY/xxXhVfoi0GOa+ieBdViehEREREREREREREREREREREREREREREFP3ESDeAiIiIiIiIiIiIiIiIiIiIiIiIiIiIiGILE9GJiIiIiIiIiIiIiIiIiIiIiIiIiIiIKCxMRCciIiIiIiIiIiIiIiIiIiIiIiIiIiKisDARnYiIiIiIiIiIiIiIiIiIiIiIiIiIiIjCwkR0IiIiIiIiIiIiIiIiIiIiIiIiIiIiIgoLE9GJiIiIiIiIiIiIiIiIiIiIiIiIiIiIKCxMRCciIiIiIiIiIiIiIiIiIiIiIiIiIiKisDARnYiIiIiIiIiIiIiIiIiIiIiIiIiIiIjCwkR0IiIiIiIiIiIiIiIiIiIiIiIiIiIiIgoLE9GJiIiIiIiIiIiIiIiIiIiIiIiIiIiIKCxMRCciIiIiIiIiIiIiIiIiIiIiIiIiIiKisDARnYiIiIiIiIiIiIiIiIiIiIiIiIiIiIjCwkR0IiIiIiIiIiIiIiIiIiIiIiIiIiIiIgrL/wPNeLfty8gd2QAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 3000x3000 with 100 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axs = plt.subplots(10, 5, figsize=(30, 30), sharex=True)\n",
    "axs = axs.flatten()\n",
    "\n",
    "i = 0\n",
    "for state in unemployment_states.columns:\n",
    "    if state == 'District of Columbia':\n",
    "        continue\n",
    "        \n",
    "    ax2 = axs[i].twinx()\n",
    "\n",
    "    unemployment_states.query('index >= 2020 and index < 2023')[state] \\\n",
    "        .plot(ax=axs[i], label='Unemployment Rate')\n",
    "\n",
    "    participation_states.query('index >= 2020 and index < 2023')[state] \\\n",
    "        .plot(ax=ax2, label='Participation Rate', color=color_pal[1])\n",
    "\n",
    "    ax2.grid(False)\n",
    "    axs[i].set_title(state)\n",
    "    i += 1\n",
    "    \n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5a4aaf1a",
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "source": [
    "# Conclusion"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bde0914c",
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "source": [
    "Based on the final visualization, we can conclude a number of things:\n",
    "\n",
    "- It is safe to conclude that **as unemployment rate skyrocketed during May 2020, participation rate plummeted**.\n",
    "    - This is around the time when the COVID-19 Outbreak started booming, not just affecting healthcare, but every industry and household worldwide.\n",
    "- Over time, **participation rate increased as unemployment rate decreased.**\n",
    "- Some US States (e.g., Tennessee Montana, Maine, Idaho, Delaware, South Dakota) **seem to not follow the general trend**"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "58ccfc22",
   "metadata": {},
   "source": [
    "# Next Steps"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "53b0155e",
   "metadata": {},
   "source": [
    "There might be some other economic factors affecting the labor and participation rates of these states during May 2020. Should the analysis of this economic data continues, this is something worth investigating."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "416d8432",
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "source": [
    "# References"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "13a8ab65",
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "source": [
    "- Rob Mulla. (2022, April 26). _Economic Data Analysis Project with Python Pandas - Data scraping, cleaning and exploration!_ [Video]. YouTube. Retrieved November 22, 2023, from https://youtu.be/R67XuYc9NQ4?si=p0G707HjUCH6r1W-\n",
    "- _St. Louis Fed Web Services: FRED® API_. (2009). Retrieved November 22, 2023, https://fred.stlouisfed.org/docs/api/fred/"
   ]
  }
 ],
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