{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "b192c227",
   "metadata": {},
   "source": [
    "# Reiche Zeche Hydro-Geochemical Data Analysis\n",
    "\n",
    "A jupyter notebook to summarize and visualize the data from the Reiche Zeche hydro-geochemical data.\n",
    "Companion to HESS Hotspots and Hot Moments of Metal Mobilization: Dynamic Connectivity in Legacy Mine Waters https://doi.org/10.5194/egusphere-2025-4092\n",
    "\n",
    "(cc-by) conrad.jackisch@tbt.tu-freiberg.de and anita.sanchez@mineral.tu-freiberg.de v.1.2 2026-02-06"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "a6905205-6c71-43c1-bc0b-09fc0a7beb47",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "gcs_core.py: core metrics and preparatory functions loaded\n",
      "gcs_classification.py: geochemical phase classification loaded\n",
      "gcs_visualization.py: plotting functions for GCS\n",
      "======================================================================\n",
      "GCS v0.5 - Geochemical C-Q Classification Suite\n",
      "======================================================================\n",
      "USAGE: import gcs as gcs\n",
      "       classified = gcs.classify_geochemical_phase(data, sites, ...)\n",
      "======================================================================\n"
     ]
    }
   ],
   "source": [
    "#setup system\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import plotly.express as px\n",
    "import plotly.graph_objects as go\n",
    "from plotly.subplots import make_subplots\n",
    "\n",
    "# Import the integrated hysteresis system\n",
    "# See https://github.com/cojacoo/HyGCS or its release https://doi.org/10.5281/zenodo.18462921\n",
    "import hygcs as gcs\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "ce6d20a3",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Legacy compatibility of site naming:\n",
    "#Site 1 -> C4\n",
    "#Site 2 -> A12\n",
    "#Site 3A -> B4\n",
    "#Site 3B -> B3"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cb75e96f",
   "metadata": {},
   "source": [
    "## General Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "6e81c15c",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "columns": [
        {
         "name": "date",
         "rawType": "datetime64[ns]",
         "type": "datetime"
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        {
         "name": "rsds",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "tas",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "sfcWind",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "vabar",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "Prec",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "EToPM",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "scPDSI",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "SMI",
         "rawType": "float64",
         "type": "float"
        }
       ],
       "ref": "c2aa284e-0d7c-4d46-840e-2dbfdd3c5a0e",
       "rows": [
        [
         "2021-01-01 00:00:00",
         "1.638",
         "1.65594405594406",
         "2.4034965034965",
         "0.575364209859533",
         "0.0",
         "0.541179159601707",
         "0.359916812128019",
         null
        ],
        [
         "2021-01-02 00:00:00",
         "1.8918",
         "0.641666666666667",
         "2.27638888888889",
         "0.553242571398408",
         "0.0",
         "0.479079459346942",
         "0.386655228289342",
         null
        ],
        [
         "2021-01-03 00:00:00",
         "1.191",
         "-0.0131944444444444",
         "2.35625",
         "0.591943055279837",
         "4.6",
         "0.187852356611616",
         "0.413393644450665",
         null
        ],
        [
         "2021-01-04 00:00:00",
         "0.8568",
         "0.0111111111111111",
         "1.40625",
         "0.612803696305317",
         "0.0",
         "0.104662967948149",
         "0.440132060611988",
         null
        ],
        [
         "2021-01-05 00:00:00",
         "0.831",
         "-0.113194444444444",
         "1.96319444444444",
         "0.60362864564795",
         "1.4",
         "0.101630017480382",
         "0.466870476773311",
         null
        ]
       ],
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        "columns": 8,
        "rows": 5
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      },
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>rsds</th>\n",
       "      <th>tas</th>\n",
       "      <th>sfcWind</th>\n",
       "      <th>vabar</th>\n",
       "      <th>Prec</th>\n",
       "      <th>EToPM</th>\n",
       "      <th>scPDSI</th>\n",
       "      <th>SMI</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>date</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>2021-01-01</th>\n",
       "      <td>1.6380</td>\n",
       "      <td>1.655944</td>\n",
       "      <td>2.403497</td>\n",
       "      <td>0.575364</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.541179</td>\n",
       "      <td>0.359917</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-01-02</th>\n",
       "      <td>1.8918</td>\n",
       "      <td>0.641667</td>\n",
       "      <td>2.276389</td>\n",
       "      <td>0.553243</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.479079</td>\n",
       "      <td>0.386655</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-01-03</th>\n",
       "      <td>1.1910</td>\n",
       "      <td>-0.013194</td>\n",
       "      <td>2.356250</td>\n",
       "      <td>0.591943</td>\n",
       "      <td>4.6</td>\n",
       "      <td>0.187852</td>\n",
       "      <td>0.413394</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-01-04</th>\n",
       "      <td>0.8568</td>\n",
       "      <td>0.011111</td>\n",
       "      <td>1.406250</td>\n",
       "      <td>0.612804</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.104663</td>\n",
       "      <td>0.440132</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-01-05</th>\n",
       "      <td>0.8310</td>\n",
       "      <td>-0.113194</td>\n",
       "      <td>1.963194</td>\n",
       "      <td>0.603629</td>\n",
       "      <td>1.4</td>\n",
       "      <td>0.101630</td>\n",
       "      <td>0.466870</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              rsds       tas   sfcWind     vabar  Prec     EToPM    scPDSI  \\\n",
       "date                                                                         \n",
       "2021-01-01  1.6380  1.655944  2.403497  0.575364   0.0  0.541179  0.359917   \n",
       "2021-01-02  1.8918  0.641667  2.276389  0.553243   0.0  0.479079  0.386655   \n",
       "2021-01-03  1.1910 -0.013194  2.356250  0.591943   4.6  0.187852  0.413394   \n",
       "2021-01-04  0.8568  0.011111  1.406250  0.612804   0.0  0.104663  0.440132   \n",
       "2021-01-05  0.8310 -0.113194  1.963194  0.603629   1.4  0.101630  0.466870   \n",
       "\n",
       "            SMI  \n",
       "date             \n",
       "2021-01-01  NaN  \n",
       "2021-01-02  NaN  \n",
       "2021-01-03  NaN  \n",
       "2021-01-04  NaN  \n",
       "2021-01-05  NaN  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Meteo data\n",
    "meteod = pd.read_csv('Meteo.csv', index_col=0)\n",
    "meteod.index = pd.to_datetime(meteod.index)\n",
    "meteod.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "f90d38d9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.microsoft.datawrangler.viewer.v0+json": {
       "columns": [
        {
         "name": "time",
         "rawType": "datetime64[ns]",
         "type": "datetime"
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        {
         "name": "Site 1",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "Site 2",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "Site 3B",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "Site 3A",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "HydPhase",
         "rawType": "object",
         "type": "string"
        },
        {
         "name": "time",
         "rawType": "datetime64[ns]",
         "type": "datetime"
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       "ref": "55d1c0ca-6efa-46cb-adeb-391aebc2d515",
       "rows": [
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         "2022-02-02 09:00:00",
         null,
         null,
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         "589.665971098104",
         "Flush",
         "2022-02-02 09:00:00"
        ],
        [
         "2022-02-02 10:00:00",
         null,
         null,
         "386.301252326016",
         "586.19229921281",
         "Flush",
         "2022-02-02 10:00:00"
        ],
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         "2022-02-02 11:00:00",
         null,
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         "382.626566324683",
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         "Flush",
         "2022-02-02 11:00:00"
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         "2022-02-02 12:00:00",
         null,
         null,
         "380.014839313346",
         "580.273553841084",
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         "2022-02-02 12:00:00"
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        [
         "2022-02-02 13:00:00",
         null,
         null,
         "382.819679752735",
         "583.556713673802",
         "Flush",
         "2022-02-02 13:00:00"
        ]
       ],
       "shape": {
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      },
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       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Site 1</th>\n",
       "      <th>Site 2</th>\n",
       "      <th>Site 3B</th>\n",
       "      <th>Site 3A</th>\n",
       "      <th>HydPhase</th>\n",
       "      <th>time</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>time</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>2022-02-02 09:00:00</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>389.975938</td>\n",
       "      <td>589.665971</td>\n",
       "      <td>Flush</td>\n",
       "      <td>2022-02-02 09:00:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-02-02 10:00:00</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>386.301252</td>\n",
       "      <td>586.192299</td>\n",
       "      <td>Flush</td>\n",
       "      <td>2022-02-02 10:00:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-02-02 11:00:00</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>382.626566</td>\n",
       "      <td>582.718627</td>\n",
       "      <td>Flush</td>\n",
       "      <td>2022-02-02 11:00:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-02-02 12:00:00</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>380.014839</td>\n",
       "      <td>580.273554</td>\n",
       "      <td>Flush</td>\n",
       "      <td>2022-02-02 12:00:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-02-02 13:00:00</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>382.819680</td>\n",
       "      <td>583.556714</td>\n",
       "      <td>Flush</td>\n",
       "      <td>2022-02-02 13:00:00</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                     Site 1  Site 2     Site 3B     Site 3A HydPhase  \\\n",
       "time                                                                   \n",
       "2022-02-02 09:00:00     NaN     NaN  389.975938  589.665971    Flush   \n",
       "2022-02-02 10:00:00     NaN     NaN  386.301252  586.192299    Flush   \n",
       "2022-02-02 11:00:00     NaN     NaN  382.626566  582.718627    Flush   \n",
       "2022-02-02 12:00:00     NaN     NaN  380.014839  580.273554    Flush   \n",
       "2022-02-02 13:00:00     NaN     NaN  382.819680  583.556714    Flush   \n",
       "\n",
       "                                   time  \n",
       "time                                     \n",
       "2022-02-02 09:00:00 2022-02-02 09:00:00  \n",
       "2022-02-02 10:00:00 2022-02-02 10:00:00  \n",
       "2022-02-02 11:00:00 2022-02-02 11:00:00  \n",
       "2022-02-02 12:00:00 2022-02-02 12:00:00  \n",
       "2022-02-02 13:00:00 2022-02-02 13:00:00  "
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Flow data\n",
    "Qx = pd.read_csv('Flow.csv', index_col=0)\n",
    "Qx.index = pd.to_datetime(Qx.index)\n",
    "Qx['time'] = Qx.index\n",
    "\n",
    "#Flow phases:\n",
    "#Qx['HydPhase'] = 'Flush'\n",
    "#Qx.loc['2022-02-25':'2022-08-12', 'HydPhase'] = 'Declining'\n",
    "#Qx.loc['2022-08-12':'2023-02-03', 'HydPhase'] = 'Low Flow'\n",
    "#Qx.loc['2023-05-05':'2023-09-22', 'HydPhase'] = 'Declining'\n",
    "#Qx.loc['2023-09-22':'2023-12-12', 'HydPhase'] = 'Low Flow' \n",
    "\n",
    "Qx.head()\n",
    "#px.scatter(x=Qx.index, y=np.ones(len(Qx)), color=Qx.HydPhase, template='none')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "57f55582",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.microsoft.datawrangler.viewer.v0+json": {
       "columns": [
        {
         "name": "Sample_ID",
         "rawType": "object",
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        {
         "name": "campaign",
         "rawType": "int64",
         "type": "integer"
        },
        {
         "name": "site_id",
         "rawType": "object",
         "type": "string"
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        {
         "name": "EC",
         "rawType": "int64",
         "type": "integer"
        },
        {
         "name": "pH",
         "rawType": "float64",
         "type": "float"
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        {
         "name": "level_num",
         "rawType": "int64",
         "type": "integer"
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        {
         "name": "doc_mgL",
         "rawType": "float64",
         "type": "float"
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        {
         "name": "dic_mgL",
         "rawType": "float64",
         "type": "float"
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         "type": "datetime"
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        {
         "name": "Mn_mgL",
         "rawType": "float64",
         "type": "float"
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        {
         "name": "Ni_mgL",
         "rawType": "float64",
         "type": "float"
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        {
         "name": "As_mgL",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "Cd_mgL",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "Pb_mgL",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "Fe_mgL",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "Al_mgL",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "Cu_mgL",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "Zn_mgL",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "Q_mLs",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "PLI",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "Event",
         "rawType": "object",
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        },
        {
         "name": "HydPhase",
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         "B11_01",
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         "B11",
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         "2022-02-02 00:00:00",
         "5.426",
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         "19.9",
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         null,
         "515.82",
         "Flush, Year 1",
         "flush"
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        [
         "B3_01",
         "1",
         "B3",
         "401",
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         "3",
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         "0.3293",
         "2022-02-02 00:00:00",
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         "5.32",
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         "Flush, Year 1",
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        [
         "B4_01",
         "1",
         "B4",
         "563",
         "3.41",
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         "2022-02-02 00:00:00",
         "1.237",
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>campaign</th>\n",
       "      <th>site_id</th>\n",
       "      <th>EC</th>\n",
       "      <th>pH</th>\n",
       "      <th>level_num</th>\n",
       "      <th>doc_mgL</th>\n",
       "      <th>dic_mgL</th>\n",
       "      <th>date</th>\n",
       "      <th>Mn_mgL</th>\n",
       "      <th>Ni_mgL</th>\n",
       "      <th>...</th>\n",
       "      <th>Cd_mgL</th>\n",
       "      <th>Pb_mgL</th>\n",
       "      <th>Fe_mgL</th>\n",
       "      <th>Al_mgL</th>\n",
       "      <th>Cu_mgL</th>\n",
       "      <th>Zn_mgL</th>\n",
       "      <th>Q_mLs</th>\n",
       "      <th>PLI</th>\n",
       "      <th>Event</th>\n",
       "      <th>HydPhase</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Sample_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",
       "      <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>B11_01</th>\n",
       "      <td>1</td>\n",
       "      <td>B11</td>\n",
       "      <td>1517</td>\n",
       "      <td>2.75</td>\n",
       "      <td>3</td>\n",
       "      <td>0.7354</td>\n",
       "      <td>0.3279</td>\n",
       "      <td>2022-02-02</td>\n",
       "      <td>5.4260</td>\n",
       "      <td>0.04224</td>\n",
       "      <td>...</td>\n",
       "      <td>0.39640</td>\n",
       "      <td>0.3709</td>\n",
       "      <td>19.9000</td>\n",
       "      <td>5.9940</td>\n",
       "      <td>1.5880</td>\n",
       "      <td>44.770</td>\n",
       "      <td>NaN</td>\n",
       "      <td>515.82</td>\n",
       "      <td>Flush, Year 1</td>\n",
       "      <td>flush</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>B3_01</th>\n",
       "      <td>1</td>\n",
       "      <td>B3</td>\n",
       "      <td>401</td>\n",
       "      <td>3.78</td>\n",
       "      <td>3</td>\n",
       "      <td>1.2250</td>\n",
       "      <td>0.3293</td>\n",
       "      <td>2022-02-02</td>\n",
       "      <td>0.4416</td>\n",
       "      <td>0.01535</td>\n",
       "      <td>...</td>\n",
       "      <td>0.05714</td>\n",
       "      <td>0.4409</td>\n",
       "      <td>0.5847</td>\n",
       "      <td>0.8134</td>\n",
       "      <td>0.1631</td>\n",
       "      <td>5.320</td>\n",
       "      <td>386.30</td>\n",
       "      <td>94.82</td>\n",
       "      <td>Flush, Year 1</td>\n",
       "      <td>flush</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>B4_01</th>\n",
       "      <td>1</td>\n",
       "      <td>B4</td>\n",
       "      <td>563</td>\n",
       "      <td>3.41</td>\n",
       "      <td>3</td>\n",
       "      <td>0.6948</td>\n",
       "      <td>0.3807</td>\n",
       "      <td>2022-02-02</td>\n",
       "      <td>1.2370</td>\n",
       "      <td>0.02052</td>\n",
       "      <td>...</td>\n",
       "      <td>0.14970</td>\n",
       "      <td>0.8784</td>\n",
       "      <td>1.5150</td>\n",
       "      <td>2.5460</td>\n",
       "      <td>0.3605</td>\n",
       "      <td>13.720</td>\n",
       "      <td>582.72</td>\n",
       "      <td>192.51</td>\n",
       "      <td>Flush, Year 1</td>\n",
       "      <td>flush</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>B6_01</th>\n",
       "      <td>1</td>\n",
       "      <td>B6</td>\n",
       "      <td>748</td>\n",
       "      <td>3.17</td>\n",
       "      <td>3</td>\n",
       "      <td>0.5754</td>\n",
       "      <td>0.6788</td>\n",
       "      <td>2022-02-02</td>\n",
       "      <td>1.8950</td>\n",
       "      <td>0.02888</td>\n",
       "      <td>...</td>\n",
       "      <td>0.23260</td>\n",
       "      <td>0.7483</td>\n",
       "      <td>1.5180</td>\n",
       "      <td>4.8390</td>\n",
       "      <td>0.5432</td>\n",
       "      <td>20.130</td>\n",
       "      <td>NaN</td>\n",
       "      <td>242.41</td>\n",
       "      <td>Flush, Year 1</td>\n",
       "      <td>flush</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>A6_02</th>\n",
       "      <td>2</td>\n",
       "      <td>A6</td>\n",
       "      <td>429</td>\n",
       "      <td>4.12</td>\n",
       "      <td>2</td>\n",
       "      <td>1.2000</td>\n",
       "      <td>0.2919</td>\n",
       "      <td>2022-02-17</td>\n",
       "      <td>0.7848</td>\n",
       "      <td>0.01330</td>\n",
       "      <td>...</td>\n",
       "      <td>0.06493</td>\n",
       "      <td>0.1547</td>\n",
       "      <td>0.1025</td>\n",
       "      <td>1.2660</td>\n",
       "      <td>0.1294</td>\n",
       "      <td>5.397</td>\n",
       "      <td>NaN</td>\n",
       "      <td>69.84</td>\n",
       "      <td>Flush, Year 1</td>\n",
       "      <td>flush</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
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      "text/plain": [
       "           campaign site_id    EC    pH  level_num  doc_mgL  dic_mgL  \\\n",
       "Sample_ID                                                              \n",
       "B11_01            1     B11  1517  2.75          3   0.7354   0.3279   \n",
       "B3_01             1      B3   401  3.78          3   1.2250   0.3293   \n",
       "B4_01             1      B4   563  3.41          3   0.6948   0.3807   \n",
       "B6_01             1      B6   748  3.17          3   0.5754   0.6788   \n",
       "A6_02             2      A6   429  4.12          2   1.2000   0.2919   \n",
       "\n",
       "                date  Mn_mgL   Ni_mgL  ...   Cd_mgL  Pb_mgL   Fe_mgL  Al_mgL  \\\n",
       "Sample_ID                              ...                                     \n",
       "B11_01    2022-02-02  5.4260  0.04224  ...  0.39640  0.3709  19.9000  5.9940   \n",
       "B3_01     2022-02-02  0.4416  0.01535  ...  0.05714  0.4409   0.5847  0.8134   \n",
       "B4_01     2022-02-02  1.2370  0.02052  ...  0.14970  0.8784   1.5150  2.5460   \n",
       "B6_01     2022-02-02  1.8950  0.02888  ...  0.23260  0.7483   1.5180  4.8390   \n",
       "A6_02     2022-02-17  0.7848  0.01330  ...  0.06493  0.1547   0.1025  1.2660   \n",
       "\n",
       "           Cu_mgL  Zn_mgL   Q_mLs     PLI          Event HydPhase  \n",
       "Sample_ID                                                          \n",
       "B11_01     1.5880  44.770     NaN  515.82  Flush, Year 1    flush  \n",
       "B3_01      0.1631   5.320  386.30   94.82  Flush, Year 1    flush  \n",
       "B4_01      0.3605  13.720  582.72  192.51  Flush, Year 1    flush  \n",
       "B6_01      0.5432  20.130     NaN  242.41  Flush, Year 1    flush  \n",
       "A6_02      0.1294   5.397     NaN   69.84  Flush, Year 1    flush  \n",
       "\n",
       "[5 rows x 21 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Physicochemical data\n",
    "pcd = pd.read_csv('Fulldat_PC.csv',index_col=0)\n",
    "pcd.date = pd.to_datetime(pcd.date)\n",
    "\n",
    "#pcd = pcd.loc[pcd.date.sort_values().index] \n",
    "\n",
    "#Flow phases:\n",
    "pcd['HydPhase'] = 'flush'\n",
    "pcd.loc[(pcd.date>=pd.to_datetime('2022-02-25')) & (pcd.date<=pd.to_datetime('2022-08-12')), 'HydPhase'] = 'declining'\n",
    "pcd.loc[(pcd.date>=pd.to_datetime('2022-08-12')) & (pcd.date<=pd.to_datetime('2023-02-03')), 'HydPhase'] = 'low flow'\n",
    "pcd.loc[(pcd.date>=pd.to_datetime('2023-05-05')) & (pcd.date<=pd.to_datetime('2023-09-22')), 'HydPhase'] = 'declining'\n",
    "pcd.loc[(pcd.date>=pd.to_datetime('2023-09-22')) & (pcd.date<=pd.to_datetime('2023-12-12')), 'HydPhase'] = 'low flow' \n",
    "\n",
    "pcd.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "af990d4b",
   "metadata": {},
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          "dtype": "f8"
         },
         "yaxis": "y"
        }
       ],
       "layout": {
        "legend": {
         "title": {
          "text": "Phase"
         },
         "tracegroupgap": 0
        },
        "margin": {
         "t": 60
        },
        "template": {
         "data": {
          "scatter": [
           {
            "type": "scatter"
           }
          ]
         }
        },
        "xaxis": {
         "anchor": "y",
         "domain": [
          0,
          1
         ],
         "range": [
          "2022-02-02T09:00:00",
          "2024-03-06T09:00:00"
         ],
         "title": {
          "text": ""
         }
        },
        "yaxis": {
         "anchor": "x",
         "domain": [
          0,
          1
         ],
         "title": {
          "text": "Drought Index"
         }
        }
       }
      }
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#drought phase\n",
    "pdsix = pd.concat([meteod.loc[meteod['scPDSI']>=0.,'scPDSI'],meteod.loc[meteod['scPDSI']<0.,'scPDSI']],axis=1)\n",
    "pdsix.columns = ['wet','dry']\n",
    "\n",
    "#plot drought index\n",
    "figsc = px.area(pdsix.loc[Qx.index[0]:Qx.index[-1]], template='none')\n",
    "figsc.update_layout(yaxis_title='Drought Index', xaxis_title='', legend_title_text='Phase', xaxis_range=[Qx.index[0],Qx.index[-1]])\n",
    "#figsc.write_image('pdsi.pdf',width=1200,height=400)\n",
    "figsc.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "748f52ca",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
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         "legendgroup": "Prec",
         "marker": {
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          "pattern": {
           "shape": ""
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         },
         "name": "Prec",
         "orientation": "v",
         "showlegend": true,
         "textposition": "auto",
         "type": "bar",
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         },
         "yaxis": "y"
        }
       ],
       "layout": {
        "barmode": "relative",
        "legend": {
         "title": {
          "text": ""
         },
         "tracegroupgap": 0
        },
        "margin": {
         "t": 60
        },
        "template": {
         "data": {
          "scatter": [
           {
            "type": "scatter"
           }
          ]
         }
        },
        "xaxis": {
         "anchor": "y",
         "domain": [
          0,
          1
         ],
         "range": [
          "2022-02-02T09:00:00",
          "2024-03-06T09:00:00"
         ],
         "title": {
          "text": ""
         }
        },
        "yaxis": {
         "anchor": "x",
         "domain": [
          0,
          1
         ],
         "title": {
          "text": "Precip (mm/7d)"
         }
        }
       }
      }
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#plot precipitation\n",
    "figp = px.bar(meteod.Prec.resample('7d').sum(),template='none')\n",
    "figp.update_layout(yaxis_title='Precip (mm/7d)', xaxis_title='', legend_title_text='', xaxis_range=[Qx.index[0],Qx.index[-1]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "49abe3e5",
   "metadata": {},
   "outputs": [
    {
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          "dtype": "f8"
         },
         "yaxis": "y"
        }
       ],
       "layout": {
        "legend": {
         "title": {
          "text": ""
         },
         "tracegroupgap": 0
        },
        "margin": {
         "t": 60
        },
        "template": {
         "data": {
          "scatter": [
           {
            "type": "scatter"
           }
          ]
         }
        },
        "xaxis": {
         "anchor": "y",
         "domain": [
          0,
          1
         ],
         "range": [
          "2022-02-02T09:00:00",
          "2024-03-06T09:00:00"
         ],
         "title": {
          "text": ""
         }
        },
        "yaxis": {
         "anchor": "x",
         "domain": [
          0,
          1
         ],
         "title": {
          "text": ""
         }
        }
       }
      }
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#plot hydrologcial phases\n",
    "fighp = px.scatter(x=Qx.index, y=np.ones(len(Qx)), color = Qx.HydPhase, template='none')\n",
    "fighp.update_layout(yaxis_title='', xaxis_title='', legend_title_text='', xaxis_range=[Qx.index[0],Qx.index[-1]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "e99027be-e3a7-4318-ad12-5d5209ba95c0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "hovertemplate": "variable=Site 1<br>time=%{x}<br>value=%{y}<extra></extra>",
         "legendgroup": "Site 1",
         "line": {
          "color": "#1F77B4",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "lines",
         "name": "Site 1",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "2022-02-02T09:00:00.000000000",
          "2022-02-02T10:00:00.000000000",
          "2022-02-02T11:00:00.000000000",
          "2022-02-02T12:00:00.000000000",
          "2022-02-02T13:00:00.000000000",
          "2022-02-02T14:00:00.000000000",
          "2022-02-02T15:00:00.000000000",
          "2022-02-02T16:00:00.000000000",
          "2022-02-02T17:00:00.000000000",
          "2022-02-02T18:00:00.000000000",
          "2022-02-02T19:00:00.000000000",
          "2022-02-02T20:00:00.000000000",
          "2022-02-02T21:00:00.000000000",
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AEpKM5qNDZ0BzVJP+8kZnQAJ9AOgZSmdAHZgQJiVNZ0BcWnIKEVBnQFawZ6/hUmdALGmGaJpVZ0BTyrJ0OVhnQDqy1PXOWmdA4NirgUNdZ0Armw5KtF9nQKOiWCEcYmdA4drcoXRkZ0CvfdUMjmZnQBWtjt9LaGdA2uox255pZ0CAmR2zz2pnQE7mGVH2a2dA1ni7NRRtZ0C9s6S+H25nQCKxOMQNb2dAGtGkb9xvZ0CifhiuhXBnQMAO4d8bcWdAo4dXIKxxZ0AA1RM3LnJnQL+JI7qpcmdAO4PjZh5zZ0A7g+NmHnNnQDuD42Yec2dAO4PjZh5zZ0DATsCTh3NnQMBOwJOHc2dAwE7Ak4dzZ0DATsCTh3NnQMBOwJOHc2dAwE7Ak4dzZ0DATsCTh3NnQMBOwJOHc2dAwE7Ak4dzZ0CdBGO0zXtnQPvfTCdXg2dAQ4ebYcCKZ0BRtQRZ3pFnQFG1BFnekWdAUbUEWd6RZ0BdCMvorJhnQF0Iy+ismGdAXQjL6KyYZ0DCPybGN59nQKVPF0cFn2dApU8XRwWfZ0AqN//RYaVnQOXVV1OUq2dApGkWGXCxZ0CCLTpwb7ZnQPV2C9GQumdAoP1KBvu5Z0CtINE4pr1nQCdTXg4RwWdABwNN5QjEZ0By1hm/xMZnQHDKnF/dyGdAILGi4nrIZ0BQzDeD4sdnQLGoONGdxmdAGfr5yM7FZ0Ci6AjB/MRnQKhScWV+xGdAsZRrx43DZ0BYkbF5kMNnQLX5G/OlwmdAtfkb86XCZ0Dzhf5Os8JnQH7UNMCxwWdAftQ0wLHBZ0DfGemyssBnQFiBbQ66v2dAxdPom8W/Z0CX2ZNOxr5nQJfZk07GvmdAC3qikdK9Z0CbbibkybxnQNqz0STLu2dA/NNj+dm6Z0AmZUi067lnQO6OsSbyuGdAvivdUQC4Z0CBgmwMDLdnQCoK12iAtWdAOsWTUNSzZ0CJWiQu7LFnQMPLp+CAsGdA219U/0OxZ0AvD1MSjq9nQC8PUxKOr2dARRJ9IiGtZ0Bm9C0wp6tnQGb0LTCnq2dAy2dsniGqZ0AqvTSa9adnQFaxnLTGpWdAkteXBpmjZ0CZ4ajroqNnQEI7EnBzoWdAP8wnDE6fZ0CkOfR2PJ1nQAS548j3nGdA87ZDEYGaZ0CpGEuZwplnQPy+Xn6il2dAtkIuZN6WZ0DmYwg+OpNnQFunEuppj2dAeoZPOgiOZ0DwJIxd9olnQPXmeFjGhGdAo8XEkYZ/Z0A/v4+1M3pnQBWg5A7HdGdAEqnyMlRvZ0A6c8Fc4mlnQOoNcG6XZ2dALUXSXD1lZ0CNdlMs2GJnQLqK7slkYGdAH73N1rFaZ0C8vIJfHFhnQJVf6ONnVWdAn7jcoKxSZ0C9AD9ly09nQAzhZnfITGdAW+pSV4NGZ0Bxu7d7cEBnQLkb1Ba6OmdAVwyCEFo4Z0AvouIaGDNnQBlVVUmwMGdAwxufIzUuZ0BqZLA8sytnQPOCNuBQJmdApHhQgeQjZ0AxtwyWrh5nQKTe4ZSJGWdAz3TglVYUZ0CffHBZGw9nQCO5ocPVCWdAtYAs9o0EZ0C1gCz2jQRnQLWALPaNBGdAdteQCPEBZ0CioAZpVv1mQE4kdcWe+2ZA8tnvWTL6ZkBP/vrBOPhmQE/++sE4+GZAj5FK00j2ZkC6O/XuHfRmQPS2aOR58WZAx1AL/07uZkCX3KyQfutmQKD11HOu6GZAWmVkRlzmZkAezJeZbeNmQPz5MJYs4GZAulF5K/fcZkAsAr59xtlmQOTeaXuX1mZAdEG2hWjTZkDZHJe3pM1mQE7J2GTxx2ZA/UvSrf3EZkAbWBs8K8JmQHBv7gPAv2ZAcG/uA8C/ZkBBVm4eZL1mQCQv97gau2ZAC3zQeC+2ZkA60SZsXbRmQP/SJ7aKsmZAyU8F3RmxZkBqsScSya9mQGqxJxLJr2ZAJaYY7iGtZkCSdFhfF6xmQPfp+kVvqGZAB9rLkMqnZkAyEnZp6aZmQOb0DyPGpmZAlkLjGwukZkDjp2HW3aNmQBuyQ6wfoWZAG7JDrB+hZkCjWysR0KBmQF/vNiRvnWZAj+b3WEycZkAmCctJkZhmQKDM5Bm8lGZABO8rcHaTZkDSputNZY9mQNKm601lj2ZAu4SNXUGLZkAKHYWVG4dmQGnmjnz2gmZAu4y1oMx+ZkCa1HGginpmQPWnlfN4dmZAf1hUKJ1yZkDJxKT3RW9mQMkZP4R1bGZAYY1Mm75pZkClW4k482ZmQMiy7357ZGZAEXcYXUVjZkBF8jXaVWBmQAtzLC9GX2ZALlxJvXVcZkBRobVASVlmQG/0hkQ1WGZATfyiLxlVZkC4L9//6lFmQNyXFp78T2ZA8jHpsKZMZkDGl54FC0tmQDofhEJcR2ZA7ubjf7FDZkAh3O8bCEBmQLZC77hxPmZAXk8uZdQ6ZkAA2q1CUjlmQHgGEvo4N2ZAtf3oSr41ZkB7x4qa7zNmQLsjzm6qMGZAL3WJoTIvZkAT5MmtCixmQHyhDNlXKWZAux/7vvAmZkBHRxv7dSRmQEy0Gx5ZI2ZAYoijQPYgZkBh2yi5Uh5mQLHAlamBHGZAy5jfLHEaZkC2kfeNKRhmQK4aUy0/FmZA6iT3o2cTZkAg3dqCURFmQDtVqRHXDmZAPnihcQAMZkBoKDIE+whmQCLLs4gKBWZA0me+CLb/ZUBeF6VYoPplQOJqGJif9WVA7+PEjU3yZUAb1Rf2mu1lQPRdWMdI6mVAwTaVvQHnZUCFyEY5yONlQAYd7qt/32VA9akXyfncZUDVIlsoS9llQMJLU1Rt1mVAjbF3lvLTZUBM4DfLMtFlQGuvZNuSzmVAqGZvEjPMZUAnhQCg9splQOqf2AuYyWVAHkbCfcrGZUCjfbzHPcNlQAEApLpMv2VACKdHrfq6ZUC2wLeEObdlQEbV5AzLtWVA5PEhJXiyZUCuqaEPDa9lQGCTrODYq2VAksk6gKOoZUCmAGFoj6VlQLLZEqGlomVA8scxplSfZUANCOnnXZxlQPN0U0GKmWVA+E7aZO6WZUDsglFswZNlQNwCqRe+j2VA5x9FqrCLZUCz0U5q8odlQHby7Dj4g2VA5LjaDjyAZUBEBxI8xHxlQNq7YZEPeWVAvTwiX5p2ZUDL8Pw19XJlQBIJgIabb2VAsYWYA+5rZUB4NSf1rGdlQJ9ddC+BY2VAyH6tflRfZUC4NY36/1plQOpfNDOqWGVAhE0YO7RWZUAxDSvKblNlQCL6Vm8mUWVAjylEAt1NZUCKgMkoiEplQDya/OqLRmVAmGXqVklCZUAtnFMs0T1lQKIyMoE8OWVAaCrMaK43ZUC9jB8XNzNlQJRpLIgwL2VAulc5g40rZUDGSLkrVihlQBJtzGY2JWVA0KYFqkUiZUAJVuBVtx9lQEdP+h0TH2VA2wTyTBkdZUDDoTDoHRtlQCFdCgr/F2VAogQtRGAUZUDTynGScRBlQJvU39h+DGVAXMtdEmYIZUDqQERBuwVlQFe/eVUyAWVA+AXKc8n8ZEAGClQsMflkQBcybd5H9WRARx6ZZiPxZEBD5fe/texkQNueQEQb6GRAUMVXmlfjZEBBH/4XhN5kQE2PHoFy2WRAz6gKVEzUZEAQmzpfLs9kQCX3oxhvzGRA4AGYhG7HZEAgILpukcJkQDMafDV7vWRAZkQSLmK4ZEBWvqBGH7NkQNL8GYFHrWRALs5GzUyoZEDUq2uPpKNkQHwTTbp1omRAX0ilXz+fZEBpX7qKZ55kQAnIpr0QnGRA45SwAvOYZEBYk2qT4JVkQCxq6QzAkmRAtgIqqJ6PZEDHSkyhsIxkQMdKTKGwjGRAhMSWraOJZECdBKnguYZkQNlKce8uhGRAI7f9ReKBZEBCsXH4HIBkQI/7Dms1fmRAQZCS9QR8ZECx6rPyrnpkQOfkXDu/eWRAUb9gF1t5ZEBE88kuM3lkQJqla/bXeWRAnAaY6qB6ZED8kzzMMHtkQOv3ztKPe2RAB2z7eZR7ZEBmNMDe7HtkQGMVlLBefGRA/JmuLt58ZEDAhKO8Vn1kQEM84gIIfWRAfo3+UJB8ZEBHPn9bBXxkQPmWpEM+emRADBmraKZ3ZEDHn8RFHnVkQCH81RpkcmRALkEmfGxvZED/nlnrvWxkQEzKdIbuaWRAk/JpTwlnZEBM/xVDxWRkQLGGrl2KYmRA4XhAGiJgZEBbg+b2I11kQOPF+5PLWWRAioxn0IJWZECSuWEcwFNkQEeHgSIzUWRA06SlDyRPZEBsOzEsXUxkQPMU6bfpSGRAU/N/exRFZECqWshEg0BkQEGmC+ZcO2RAr/D7D241ZEALIumuOC9kQCOgo/4iKmRAAL2icY4lZEBc1Iz0HyFkQA9s+86AHWRA/bvSmK0ZZECmliqvkRVkQJUyAZPYEWRA7T9TTvYNZECI3wzMIQpkQKrTQbeeBWRAepIlfYsBZECT8joBh/5jQEz7qTe4+2NAQ8GgX4P4Y0DEHMfzh/VjQKt33m/48WNAuVQGRljuY0AEhtRDr+ljQJy4Iw2r5mNA3FtHu5jgY0BQEASC79pjQAcvmIzl1WNA5kZi+cbRY0BErtcAl85jQB9Szl7Zy2NAOYsWPz7JY0B0A/6w68ZjQC/hyfo9xWNANI39lcvCY0Cf6V36er9jQOO8isbCu2NAH8R4//S3Y0BRdi4FebNjQDdXiEBhr2NABPOD5DCuY0AisxwYQ61jQLzneMWsqmNAaBgZu8WoY0BtWoLLP6djQFskqpCJpWNAchl7l4yjY0DBSIgQz6JjQHNEG50xoWNAnIf6l4qfY0ABS+twG51jQIVRRcnCmmNAcsbGcbmYY0CyaacpDZdjQL+awDWtlWNAzzeTRmyUY0CdIDSgQZNjQGgA5uKKkmNAjCTL7wKSY0Bzsgqw1JFjQKl9axr6kWNAgaS1HF6SY0CwBt4q6pJjQCO2o4cElGNAHexJpBCVY0DVJLFS3pVjQDd992LXlmNAYehKEsOWY0AfyPeeapZjQNvAMB7nlGNASn0MjcaSY0Bzmr2sb5BjQDTrdFWgj2NAHtgIyyaNY0BeyThipYpjQOy5E+28h2NArCNr+qiEY0BiQRIUbYFjQHXx//jpf2NAXbtiJM98Y0Dm6CXw23ljQL4DNahxd2NARxK9J/p0Y0AslGbMwXFjQNfVr/LfbWNAL7do2OlpY0BReiaQh2VjQM6kb8P/YGNA50tzOQdcY0CRecs+FVdjQGZTOrD7UWNA+QKlu+FMY0CtyDgU00djQIFBpIf9QmNA7BVKciI+Y0A2NVzjsjhjQKUcHdE7M2NAFWqrjbctY0Dyle0hPShjQBCXvukBI2NA1/jyiiMeY0CSPhx7YBljQKEcDwjFFGNA1OUEngoRY0BFdjWwbA1jQK3YEuD4CWNA/wfsy+MGY0DfMwrx2gNjQI4YAtf9AGNA9tu/GLn9YkAhqz8qcfpiQM1EX0nW9mJAi74wZOryYkAGdhSfyu9iQP6PJNGG7GJAs43cAQvpYkBOoKcRVOViQC3YV2t84WJAgBe3uZPdYkA30Qw7tdliQG3OYEDE1mJAojOeI8LUYkD1Y0YIutNiQHs/94F502JAIbP+SffTYkCiUk1kvdViQJ9wF3x/12JA4bg6tKvYYkBO/rKvKtliQIwAnM9g2WJAZt8V5yrZYkCmDK2749hiQK2WqCdk2GJAi1P1jtjYYkBE1Eg0RtliQFPD7AIG2mJAdwor2JbaYkC1pgd7UdpiQC2XQL/d2WJAJb2fU4vZYkDNZSwIJNliQDXEIWE02WJA3RsFFnbZYkDxqgDf19liQCZ7ssph2mJA4dtRASLbYkC/1nUBpNtiQKolwuSk22JAB+om7/naYkAVgW9iPNliQJEaJWjy1mJALVIcsbPUYkCJ+RDvZdFiQHb2RWG7zGJA/yLA6k7IYkAHzEW+csRiQEZIsyXcwGJADx+p6dK8YkCl2jE7R7liQEdBwOEMtWJA9OvQ39CvYkBXAXkNxKpiQAAz5x55pWJAUAeGTyCgYkDkvB1rlZpiQKdmiiBflWJAtJiV4eiQYkAJ/qUYs4xiQAUdMNtQiGJAuLK6tjGGYkA8r8R5hIJiQK82H+QYf2JANhxzv9d7YkAMnxkiFXliQCL1kbyDdmJAfCy3jE90YkDpHgSGVXJiQCYFXCC5cGJAP3JPBllvYkC4/CbqDW5iQATuHGc+bWJAp5bCAw9sYkBJxxEdimpiQFhtYYMVaWJA02exW7pnYkBZRL0r1WZiQKX6ThR0ZmJAaZsMDEdmYkCqlPmE42ViQPpnGW+LZWJAZ/faWoxlYkB0VbviN2ViQIuhMXMLZGJAQ08kNRFjYkCTxiaL+mFiQEoNW4cyYWJAI3HtbBFgYkBNhpbunF5iQATkTkhRXWJA1lPeJbdbYkAcLxBFEVpiQGlfeckYWGJAGQ6ELK9WYkCw3KcDdVViQKKnnjf0VGJACXb1F6BUYkCqb7NoDlRiQK8+jSeuU2JAzy41Nw9TYkCRfXQFT1JiQEaQX5i9UWJAVSTiNTBRYkD3WXufl1BiQMxyXOL2T2JAbZzeKYVPYkCuIPTdNk9iQJtNrzcRT2JAhFNkeOVOYkBS2h45xk5iQLw7ORo0TmJAaIjtA9FMYkBb1c3qOUtiQPClUhcBSmJAuXLdMsRIYkD1hcKizEdiQFkZ2y15RmJAP8lc1VdEYkARdvAzz0FiQLCfAxOjP2JAPwkpyhs+YkA1TFWBPjxiQALi33efOmJAddaXc345YkDPpADEPzdiQKAmRLVWNGJAWc3eimcxYkC2IRzYgy5iQONsv4ITLGJASDfXuFkpYkDvXDRwZidiQKDDtRD6JGJAvqMKsxMiYkCzkWK6Ix9iQG9gKYl5HGJAYJNMW0kaYkD0tWCPkBhiQD73TAyQFmJAzFsMqvcUYkC1vxu2QRNiQIoW2yVkEGJArL5qXpINYkC2ec88bApiQOzsHH+cBmJAGKngT5EBYkAQ9wt3DfxhQK0hw7Tk9WFAvcXiU0vvYUAKmBBNlOhhQNZfqcZr4mFAFIn20avcYUBgtndBnddhQCayvWz90mFAt9vsIrDNYUC8IQHV0MhhQCppA3o9xWFAk/EW+YXCYUASTa+pUMBhQDhCL0cKvmFAWExdV6G7YUAY4pya6rlhQINKHMZ/uGFAr3ZUZFa3YUC+qG/sSLdhQKkcwn3ht2FASsOujhS5YUDgoywRfbphQBO4059IvGFAQdO2gRG/YUCb9y1UvcFhQChCkf3lxGFAthsmpw3JYUDVL5nn0sxhQMOMBZ6Y0GFAs73/METUYUDgEJoMI9hhQN8P+LOo22FAcG5NxKDeYUBTQKNrSeFhQNoCygbA42FA56DDLUzlYUBuuwXWVOdhQMkVXhlZ6WFAUskRLS3rYUABrY6caOxhQGkF+ocr7WFAVXDNcJrtYUA8JR9in+1hQH4+FPkQ7WFAI2eloULsYUDuvET5MOthQPSlKi6U6WFAeRHPcT3oYUBBbGKQ6+ZhQD4D4M9F5WFAfUYSNcvjYUA5mlSJReJhQK662Jx74GFAamqNf7LeYUD8yX41Ed1hQAHHpP5222FAtSJMb9nZYUAFzMtN79hhQEsIehjY2GFA3WOHaZvYYUBzKhv8udhhQEC+pw7y2GFAYdLxml7ZYUDJi7xz9NlhQMKTu7bn2WFAXBRVZ/7ZYUABFjQTJNphQFxhGzMd2mFA1+llvJDZYUD0dyx9VNlhQE1AtCvy2GFAKotPxJvYYUAM/UmRWthhQAcGZsrf12FAy9GPbejXYUCwi/Kj8ddhQPTnVpTf12FAcxVgn9LXYUC/DhEv8ddhQPCx9aot2GFAZGyqMJbYYUDEPkoWTNlhQBb2Ik/J2WFA+/7OVA/aYUAjZrhXctphQPQktxRk22FArOydYMDcYUB0281b9t1hQAkGaHMc32FAfC4OoP3fYUAsN1IXEOFhQF/vGJdA4mFAjknVYebjYUBX6KrSEuZhQB9/so3552FARz8y+6zpYUAlmfnMhuthQHy5oL+y7WFARIkQ5ybwYUCGe60rQvNhQCfsavEH92FA5sgYmfv6YUA8KB7y0P5hQAGbpzJ4AmJAZeKxqo0GYkBphVQiMQpiQMbe/j/nDWJAeXgyb34RYkB5AW9evRRiQDCtTKWYF2JAUPnztdkZYkC1cX0/NxtiQObQ92anHGJAYIwxu90dYkDbGk6Dch9iQAb82DLnIWJAyxfRtq8kYkD3bAVfEihiQCuOUq/3K2JA8yvB8T0wYkCuGj1X4jRiQIDvOpovOmJAog5dJfo/YkCSEBqw/0ViQL8epApsS2JAFQi6OnZQYkB6rjPQvlRiQFVt2LnIWGJAe25Sjf1cYkDL0SUOuWBiQEdYSfKZY2JAoWx22BZmYkAn5bEGJmhiQI94CJpBamJA7NVgzo9sYkCl1eLXi25iQARBwG12cGJAWvIopvhxYkCZovE+AHNiQG3zZLX+c2JA/U3Nv5h0YkA99g1qxnRiQLU0ch54dGJA0/Z0UWNzYkDKJxCwanJiQONolUxdcWJAU7HvmalvYkA0ir5ieW1iQI4AXyvjamJAruLJIANoYkBNCSE7QmViQKug3X9mYmJA3rEwhHtfYkAZ3lxElFxiQN3XZWawWWJAp+yyn7VWYkDGSf3n1FNiQJUFTPrsUGJA1eO3LUBOYkC8Nk7bLkxiQGKRgakhSmJAqpMzMjFIYkDUj4cNfkZiQLyEzIzcRGJAR26YA/hCYkDklb5uzEBiQP0UPR50PmJAVRrmm7k7YkBJuv8WRjliQJwq6BSRNmJAjwe1ZS4zYkDDPd997i9iQETr55jULGJAGopb9OUoYkBgQ1AwoyRiQCS2K7aZIGJANSIYsYEcYkCjVXeVQRhiQK+AyX7jE2JA9Rfl9rQPYkASiqtxtgtiQLNWGB3lB2JA8gAhN9YEYkCbxXgDigJiQHtjcuYUAWJAkUU0Mpr/YUCRpM5Hu/1hQF7Sy6V9+2FAa0YN6bn4YUCO38OFZvVhQN7TX8zn8WFAdzJaqsjtYUCA7qG3bulhQLQ1e0905WFAJ67WqiXhYUDcrsaJcN1hQClsra9a2WFANmaPk5HVYUAZBt6dwtFhQMmz8pRczWFAJhZT5AjJYUDxWsd0zMRhQM2F8bxGwGFAQ70z/ze8YUCkDUhu7LdhQE0W7jl/s2FA8xU/LRavYUCfoFpFt6phQFI8QiKkpmFAP0moVo6iYUDa8LEAnJ1hQFZLk4LwmGFARm/A+EWUYUA/wPcM+Y5hQEQsjfHtiGFAMDosHhCDYUAjv+Qj1nxhQEojf6QzdmFAkzuXjdxuYUB9fGGY6mZhQGJ/+L/ZXmFAe4CuoCNXYUAMQNRziE9hQFQa6NVnR2FABjYO+/U+YUADEUc5FjdhQPIGhTSsL2FA3GL37JYoYUD0h/635iFhQA51pkiaG2FA+e3D8sEUYUCjS1B0cA1hQF3w+4ZFBWFA3jtcKVb8YEDQoJi0gPJgQPE7jIHa52BA0tNlmPPcYEAp7vmxSdFgQO26NwVYxWBAr2n+ZuO5YECCDZzZ3a5gQJ9IT6FEpGBAxdkA5x2aYEBaAeEvB5BgQFP8Glp7hmBAyaX3f1x9YEDgNdFGTHRgQJKZ+ODxamBAPM39VFdhYEBWIxMFmVdgQFLF4Iu6TWBApiE0HXpDYEA74SyH7ThgQOEFWRX/LWBADFpAQhwjYECWmoWneBhgQFYBVna6DWBANqZ/Jp0DYEA1GcNWafRfQDmiyDSX419Awa865aDTX0A1/EDXssRfQDcBybI0tl9A9xziTXGpX0C1De84EZxfQCuA52Grjl9A5ieG+ISBX0BfFzf3InVfQNPOfJUVaV9AwBleQbtdX0AByJcfK1JfQLZ7vHdfR19AB9Bm9C49X0BLWH/iETJfQOebFQ2eJl9Ai+g0n8oaX0AFfVd/IQ9fQIUSXPqdAl9AkWdFssj1XkDgPzqC2udeQAe4HAoc2l5AtV0NnE3MXkAvH562kL9eQJ1DV8YAs15A/O2vDoGnXkDir75GaZ1eQIDs4hpwk15ANJI6uvSJXkD3Y8gjEYBeQLV7PLScdl5As7C5IChuXkCtApXqcGReQHQmZFm8Wl5AXAh6zCpTXkCBNuabO01eQPNG+nQvR15AfVHsttJAXkA03ZA5YTleQLoU1/aBMF5A6jvaGzwnXkCRCD//RRxeQB7eIpRcEF5AFyiZQ4MCXkDHfPpg5vNdQESEcF315F1Au0mbCT7WXUAht0p218hdQOUNHrnzvF1A3smdNkyyXUCCrGyN/KddQJAaNSXsnF1AVHju4ayRXUAx2Xa3cYZdQEmAh6/weV1AvTOLGfVuXUCJk9oxvWRdQG32fnWZXF1AkZF93jFUXUD7e3hqREtdQIkDC0bRQ11AxkV37sc8XUB/iB/f3jZdQPLeCqF5Ml1AUyE/mysuXUAc6EWMfCpdQDdp7EO7J11AIRReDzMkXUAB/QF15h5dQLPqGRaJF11AodR+s2YOXUAERobs9wRdQFaVT1lE+VxAI9of/07tXEDgrAI60+JcQAnRZVK/2VxALsRnc5bRXECD+fFhEspcQAFOmVxcw1xAiiQiLyC/XEDb8Ub8PLxcQHrGGNU/uFxAskwajZqzXEAO/u6wV69cQFO6GPjYrFxACXQvoKesXEDtYVsohqxcQJP+z/UDrFxAcI8Bn3urXED+lN133KpcQD3lfioiqlxAELW2346rXEDVx4J2XrBcQJL0jUFtt1xARgxA+grAXEAKvgHLvMpcQOA7wv+21lxAOuAcyvviXEAUBJfb/e9cQEogtwJe/VxACwQqFQ8KXUBM1tAOchVdQI19JnXsH11A0Q+I3/MoXUBlLNp/XjFdQBbkoLrdN11ADlK99Fk9XUArZlqQVkJdQCsuEtGBR11A2vZlBXdMXUAF/VONcFFdQJ6O39yZVl1A94Uj/tRcXUCzx8M1a2RdQJbxVkmCbV1AXis9M/x2XUCicn4RB4BdQM4VqVd6iV1Ab5iyqBSSXUAPp1MC3pldQJLg6LBDoF1ANlxkSiCmXUDbt88Pl6tdQDKFgTDKsF1AXkj32uSzXUAuj4cmobVdQOqsFLY8tV1AQmpn+E60XUDXA5K9DrJdQGEtlAyyr11ACcGh72WtXUDEO3PFoKtdQGMDdqqqql1AYa8PK4uqXUAn7snRqa1dQNFYr7dFsl1AoLjpNCC3XUApWFyB7LpdQHc1slTXvV1AsZ8hDTvAXUCkDRklzcFdQE4ST4WgwV1AKz1RqPjAXUDz6ZzZIL5dQAesPuNDul1ABTpuJTG1XUD5GBfEOa5dQJSDsJgVp11AbJF9A0efXUBmvc9ripldQBoZ19xZlV1AWucH+j+SXUD3jbJZl5BdQD2MlaA6j11A01Cqv+WNXUDzTjyn64xdQHTrYztcjF1AeWtrhn2NXUAEvCDWK5FdQKL5ovsZmF1AT2VBvyehXUCKnsM/YKtdQJ0+CICJtl1ApGnlFYbCXUDnKwzFTs5dQM/NGz0N2l1AjLtce7DlXUDTPIMYmPBdQGCbcaKX+l1ADmJS22UEXkDpYaoaXg5eQDJN7HddGV5AmRZsZaUlXkDCTsr03jJeQJIqMSvlQF5Ay+fITgROXkCrn9yOVVleQOsOY7mZY15AcMxdJF1tXkCORPjnIXdeQK2g5BMOgF5Ayqru/tqHXkAgPhUlfo1eQNMfPFYokV5AxWjvR6OTXkBaDLr2YJReQMAmnPFyk15AMUTybIySXkCM0Lfkc5NeQAlWOT3/lF5Ai3N7y5mXXkBMFiieH5teQA/GYFfqoF5AIj1RSdmmXkDvRZ+y1qteQBV4yvCxsV5AMOCQD/i2XkBQjIC3Fb1eQDCBWLfXw15AFv21pvnIXkA6QgWJis5eQHaPsCVy1V5AroMH+lncXkD2NrJboOJeQDTwQaiW515ARQ4R4FHrXkDJMEs6e+9eQCss/wAU9F5A2MMnVAf5XkDkgkjvwf1eQPhS6DDhAV9AgyLEGfAEX0C/DUHL6gVfQI+oFbSKBl9AK1BpMo8HX0BvYoXhRwhfQFPiAEAmCF9APkixxkgGX0C5ZHkpQgNfQF4uv0hRAF9AcAiPZkf9XkBN++V2r/peQGlt6wyO915AHkszFVj0XkAm/uvvUvFeQCDznez17l5AfzagMIbsXkAQgvMqRupeQFablGI86F5AQBsKo5HpXkAqAstruuheQFV1g8UE6F5AR3yvxt/mXkCl4oRy5+NeQEsryJYA4V5ANiIL6vfeXkDzJvP3KN1eQEzmFCNw2l5A2LuQuObWXkDBWmSi+dFeQGsxOgg6y15AxFhzMwDDXkA9iJzD47leQBaBVCoFsF5An03imj6mXkAzg7pSfZ5eQPAV+/7PmF5AA4WKoAWVXkCj9MvsfpNeQB54Ga2Fkl5A9M02YRKRXkCbpmaQFY9eQHyCU749jF5AY7i2Ie6HXkAm8Gxt04BeQNihs8S+d15AaiylkwNvXkAn7M0pQWheQHMZeQMxY15AaqZUVyZeXkC5v6b0E1peQNqP8cvTV15AmgskL7dVXkB7GF+d6FReQH0FLr7vU15Air9ZmUZTXkD/hu+hH1NeQE7A8eKHUV5AdDBpy2hPXkC4SQ+/FUteQBfTZC2aRF5A38LOKmk8XkC+xruyhTNeQJzIfkRVKl5AaXUxHOggXkBrxtMeRRdeQKjZoiaJDl5AHYthHGMFXkAW1Afo4PtdQCum8eAA8l1A/7qSm7HnXUCXRpv+Jt5dQDJ+p9UX1F1ABanjLFLJXUCd1H4Szb1dQMxkXLbqsV1AjGTQ6S6mXUBbGrTPO5pdQJ7X37CMjV1A70YdPYOAXUBLkIX9TnJdQMcYvkcpZF1AI/s187xWXUBFq8udbUpdQCFs1tbbPl1A2w1Hbv8zXUA3WCNMyildQLPRl9KGH11APRQ8VpEWXUDynIuTGA9dQHIE0BstCV1AZHUghvkDXUDmw4ooM/9cQB/WYZKl+1xAkPtfw8b4XEB4fFQpWfdcQFb641SQ91xAe1k1pqj3XEDq8/rphvdcQMMWg2tW91xAHruxoNT2XEBuSUSxuPZcQFwOx2zR9lxAKcZ9OZb2XEDPSwn4O/dcQFjK5FRK9lxAF8Lrryz1XEAeCo+JSPRcQNkquPnM9lxAz2bYdNT2XEDS0hnApPZcQFkWaLKo9lxAnF/7L+DyXEDOVo1CZfNcQIAE7Rb281xAiSKzHY3zXEDqK+GKO/JcQH+A+zr771xAozYjVUHsXEBrbfxXfOlcQEQRLDCL5lxA1dEBBH3jXEDskV4I/99cQAK0ZvQ83FxAagbEXxjYXEBe7Sun+tNcQPj9lkUY0VxA7tDIzSjQXEAFTCr6wtBcQO+N1LCG0VxAvPcX3UfSXEAhhMZAANNcQPB/tFxj1FxAkQU4/5PWXECJsbZBUNlcQEpze9Cz3FxANZomsM7gXEBW0f4iY+VcQElTQRkZ6lxAvbVXU4HwXEBjboYv8PRcQFlmAjHW+FxAro+WQcH8XEBun7ZTsQFdQKJVkZHfBV1AwoURyr4IXUD1cM6dXAtdQJB5JKe1Dl1AAQqYn3gSXUAmjR8YThddQCknGzeZHV1ASoLNFUslXUAA8kmIWC1dQEYkv8pgNl1ABkCc8gdAXUBamW/lZ0ldQGCf5Uj1Ul1AIEuxDp9bXUDxoY+ISV9dQOa3mTYcZ11AVRvctgRvXUAO1wWU63JdQB9583Vqel1Al/xPHuiBXUBSGL4KHopdQDI6RBqQkl1ADTgDrmSaXUBzrPh5EqBdQIF3nwh9pV1A6ofTI4irXUChwaesoLFdQDEojMx4t11Apl5kWcu9XUAct0PIU8NdQK+WiGmoyV1AvvsECSnQXUCP0pnhwtZdQAIiSIev3l1ASp32h6vnXUAQhMw4e/FdQEO4BdAu/F1AJ15uJPMGXkAS4CIJUhFeQKCctKIAHF5AIwCHYhgnXkDSWLWmDTFeQFzGDbmhOV5A9pTR4cNBXkDGz8oEvUheQKQP5PcHT15AUGFrLC5SXkCfk5BwUFNeQHwPiKZ4U15AQlpDayxUXkBNguUYXVReQGEBKYiwVF5AGNeIPGxUXkAKPwEmXFReQDiwK+jKVF5Alrcm1gFVXkAniiIGW1ZeQIydefYHV15APjNEAghXXkCP0zOEeFVeQCVs2GkwU15AyEgRfHRQXkDdeFaed05eQDhRC0o6Tl5AJEcMjoBNXkB8k7X/T0xeQKb2wx16SV5A3SLpY11GXkBxY+R3WkNeQPG0aBYFQV5AF+NGxUk/XkBCw0v2Mz1eQKZTfACMOl5AQ9c2+3Q4XkDVPytEjDZeQM2fhZhINV5AlTFbTYo0XkBwv1DBujJeQDwfYITvL15AMyFepb4sXkDPtDwhkSheQJSLsk7xJF5AfQO9rC0gXkD5421yThpeQPO2rYuBE15AjEByYvYLXkDNQDQUFwReQCyPcxNG/F1AjDK70Xr2XUBeGTri1u5dQAyHwit2511AhBg2pH3fXUCCNZOLPNddQAsldEXNz11AwdT/uzjJXUDo/kxNosFdQHY5rz5tul1AJ1Rqw6qyXUBXNBSkJqtdQGoRRpW6pF1AuG5xRyafXUBZ4Dlb8ZldQA57N/K/lF1Aqo8PCieQXUD80zZuKoxdQDaTgaT2h11A6LkhDG2DXUC5dvwAeX5dQIfEfXjmeF1Aobx6LAlzXUCkJLbW7GxdQMBFhYnEZl1A0HZLoRFgXUCnRyYrR1ldQGQCdI1KU11ABb6GAGFNXUAPVCVezEZdQH80VW67QF1AjChTPYg6XUBQf7npNDRdQIv+aqX0LV1A/TELF+knXUCQ3206lyJdQKhIi9D8HV1AlipLa1EaXUDhBAjn8BZdQALh5pOyE11A1ReSeW4QXUBs2umIIQ1dQP9Ba/peCV1AiP647foEXUCjoaP2XgBdQKIOmjqP+1xAwUVQZt/2XEABd5j1UfdcQFNDWL2H8lxAyykuKzPuXEAxa06W5u5cQCQv5prf6lxAbiEDItHnXEDKmGRk9+RcQB5eQmiX4lxAF8MaxyzgXEDlc/mFdd5cQPUcoTL+3FxABMDCAX7bXEDGH5HVitlcQNGpUX2e11xAKmbvirPVXECZxqXFfdRcQI4G4MqC01xAr5P1JsPSXECUFzTSStJcQNIfA63A0VxArHc6xBHRXECTUFhst89cQI6m4Ym3zVxAoIj/TgvMXECGjkvzZcpcQAmP6oQfyFxAfayI3ujEXEBNqBd728FcQF6ot5a1vlxAUWFDSmG7XEAS2C4TbrhcQA2HOkXGtFxAcOSRS7eyXEBpjtDh17FcQL5Hz0ycslxAO0Lucj2zXEDznf1cwrRcQHXHBhN3tlxAUkgt3ka4XEDUkdut6blcQImJ2ebdulxA2bJTA+67XEDtW/YyvLxcQHa7Cz6CvVxAnYZJTju+XEAatRqvsr5cQOGOEqQxv1xArk8vcFK/XEAJc8pa/71cQNHriQDmulxA9SPOFoK3XECp8Eqt/LJcQAwvckEXrVxAOf92BdalXEBmBdQJ151cQDmKGTvolFxA9tU5ucmKXEClkrHJh4BcQGHDRGskdlxA23fvQWpsXEDgJ3jE4GJcQFKbobjGWVxAqyl2ospQXEBakDSEQ0lcQPIxa45GQlxAtWBweGE7XEAvkO2+PzVcQBKcSfSnL1xAH8PBiHYpXEC5saRW1iFcQBXpHX+hGlxAxqOyzPoSXECWF+BvRwtcQKHUnI96AlxA12gz5F75W0Bih6//D/FbQIbaI7I66VtAWi9qGcXhW0C5jCLiI9pbQDwXOWtg0ltAzwAwnUTJW0Bi8ycxDL9bQKUvZBZJtFtA4qUfyM+qW0AcNzcZ9KFbQBcRPu8vmFtAsMGYOa+NW0B+WWih7oFbQIHlTvZEd1tABFcd1gluW0Cpt203bGRbQD/auZSZWltAY4UK5X5RW0CnEIhqd0lbQB9k1bJEQ1tACkX+/NA8W0D6wvtTyTZbQL0V4JzSL1tALNfo5zUqW0DpJ/aLBCVbQIRD5kPwHltA6/pGjG0ZW0A+Hq163RNbQNVpztafDVtARCkvMFAIW0C/HjSnwQFbQIME/oGs+lpA4BqXKsHyWkBJDzlR4+laQApkI6i74FpAwMR4d07WWkD01wv7jctaQN2S8SLiwVpAYA5dShK5WkBrqnZG3bBaQNJJu3TDqVpAW7rD8fKjWkDcqXho3Z5aQLWgf4vjmFpAcnUUF8OSWkAU8jJvpoxaQMRR/dmrhlpA4AhJpmCAWkAl9B6yTHpaQCTzufwPdFpA6/0GO61sWkDribFZ9GRaQCKzBOQXXVpAbbJC/VJVWkDmWADrrk5aQJxGIJkGSFpAtGmWnLNBWkDRjiqMOjtaQN5zMZf3M1pAkqXOlWUsWkAK3iMA8yRaQD3zlbSIHVpAkLyxW9UVWkDHedURuA5aQHuUwPOBCFpAx6vQvBwDWkDi9cgn6v1ZQNls5/hz+VlAOcIadVT1WUDCAw4owPFZQIHHBhDl7llAVAl65V7sWUBS02ODpehZQPLNBk7j5FlA52LugNHgWUBu7B8nSt1ZQAMwUNHc2VlAPwAPPKLWWUAAIfrV8tJZQPBmArukzllAYyp/dDjJWUDNbHJEE8RZQDP71mVjvllABEvoiGC5WUA9a5RA8rRZQE1dJLb5sFlAdMHP8VmtWUCpUGJzdKtZQBWVP7L3qllAPIVUv5WqWUA1TPw7J6tZQEu5A6Xnq1lAlCTrHWOsWUCKRPamx6tZQDFU8EQWqllAdU5BgaWnWUA94Bv4eqVZQL/Tvk/CpFlAgJ7u4d2jWUALvCc01KJZQIYKMZyXoVlAO/E4+/GgWUAVsNXo4KBZQLezLp+0oFlA3OHZROugWUC6j20Ps6FZQAtsr19zo1lAQZpZRnqlWUBRf8z4pqdZQJqGe7bRqVlApCXhCyasWUC9AKRZ1a1ZQIGN0garrllALfnqhMCuWUD9auAU065ZQIVHWrgurllAQ/TMM/CsWUAvCz8xVqxZQCMsj29trFlAe6Jq9MirWUDCrQWw26hZQJl8DjuPpVlAYfq/lXuiWUBCLWkDxJ9ZQBrYF2VqnFlA5v8M3DyaWUBCvXaPqJhZQFKGIg2cmFlAM73PZ2yYWUCmcbciMJdZQG9fDs47lFlAsax9+J2QWUBgJX7yIY1ZQJJn9LIKiFlAqiiSU9N/WUAtL20e2XZZQLCi/qeMbFlAc7Q2Cr1hWUB/WNc+6FVZQBWL8Nd/SFlAqYV3TcI7WUDkfh7dPC5ZQCo2/7RyIVlANNMwJCYTWUDG5u835QVZQPlh/3b++VhAumqpYV7tWEC1mZLu/eBYQF5yTQyi1FhAFYBe8MzGWEDEKFQpvLlYQFnHtgwzrFhAndn6nQqeWECEEPj3445YQMz5EuiZflhAFuSF/3BuWEBt4BkLCl5YQDIvlyz1TFhAF1sApGI7WEC966bHNSlYQBr8jv9cFlhADXxfzr4DWEBReIBEZPJXQEHQOE/d4ldAUa1JR7jSV0B8Or71mMJXQMRlq5DRsVdAsv4KFAGiV0DeUQvq8ZJXQNf9TMgYhFdA8ztiBEB1V0BZL+bVumdXQGPTacUvW1dAAqUQbQFPV0A1pELlPENXQAANNarAN1dAZFn3XPIrV0CjCjwKsCBXQLcu4w0lGFdAMkn6RnERV0AMDkj8kwpXQL5ZZJy4BFdAvCgtjt4AV0Dr+YxBtv5WQGXWDCCy/FZA2aRk+qb6VkCZdmJKy/lWQEFWvR57+VZAdRpgEIL3VkDv96FWsfRWQPBWaIIe8VZAbM8PmdfsVkBlmpiczuhWQDcNyizO41ZA2aVrVQDeVkAkCW+05dZWQM3crbFrz1ZADzUcZrHHVkB29xCZsb5WQNyIAwlBtVZARNhBptKsVkBi79M1OqVWQKsr9Ys9nlZAq7VrrSWXVkAPbWup9Y5WQCsSamWhhlZAyg0UqXZ+VkDQ7fYQTXVWQGbEUPOZbFZAhUiI8+RkVkBFiektaFxWQMRRGIwQU1ZAM3pmAFNIVkCGxIDLB0FWQEPahAmcOlZA04z/71w0VkA31UcJZi1WQPFVnfmyJlZA4KSeuLQhVkDyOubr2B1WQDajNxwdG1ZAoK62cb0ZVkBekMEhERlWQHOOl3xOGVZA1X9O+EYYVkBxe0V41hZWQLGdtmbHFFZAfuFo+egRVkCxA9ZTTA9WQB/3uNV7DFZAEwgHQz4KVkASqguavAhWQM3My37wB1ZAJ0VbJQsJVkBS9Zf4cgtWQC6tHV3/DlZAhSbw4sMTVkDyIdPU2hdWQGGWnBHPG1ZAt7NMIPgfVkABwi/pwiRWQJHosNqKKFZAxtftNbwrVkDwWrNMmi1WQHFjJb2dLVZAljBjmq4sVkCg9CrjxytWQLQkH4wzKVZAty2pXFImVkBu73qtAyNWQKI9JlBjIVZAqnaz7C0gVkB1WxyuTCFWQBuc2owBJFZAbFvFQQ0pVkDbncxVTS9WQAzN+bkvOFZAyCNfHzVCVkBxPP0mqUxWQAV/FZNgWFZAHlbY6qVjVkBqIdDwgW9WQCk2R48ye1ZASN7IZkiGVkDqrvw4IpBWQE94XY0YmVZAMZbvgUCiVkDRZ8srraxWQG4FeHQduFZAqj/gJfPEVkAULt10i9JWQJ6tdXYd4lZAn/EzhjD0VkCCXydZUQhXQEHSBzkUHldArO37EBY1V0CU/41DHU5XQE0CQ66oZ1dAiUBnDqyCV0C8qpuyu51XQMmIJsTdt1dAbDkixlHRV0BjKM76selXQF5uIdkbAVhAgfzNV3EZWEDdJf0hnjFYQA9wbS+mSlhAvOtGk2JiWEAJq+WX+nhYQGIJU0Z3kFhAO06vVpypWEDpYQb4s8FYQOQOr93B2VhAxAR6viryWECOgVWOSwlZQHr6OBzTIFlAjkq5trU4WUC/cilBd1BZQF1iJEZpZllALEg3pR57WUDlvF8W5I9ZQDeyxs8YpFlAcqVfJqG2WUC/yxeKdsdZQLoHRGTZ11lAXaF/uIDoWUBmyOSUS/hZQB0oghFPB1pAGCESXa4XWkA7yW6lEilaQIi1tl3ZOlpAhRUEmrVNWkDH7VcoSmFaQKOU10thdVpA90JIszqKWkDdfiy0e59aQNNsWeUhtVpA25qRLVnLWkA+cRpvz+JaQPHVYQxq+lpA4uJ7XGwSW0C0Vnr0wClbQCYwOtvJQFtAdER75tdWW0CcWqKj5mxbQF8nv1jtgltA2k4yWJWYW0CKC2cmvK5bQBk5Bvm8w1tAf0IMDm7XW0BQv/k8ZOtbQP9tV4jc/1tACnw9mBUKXEBex0Olch5cQJke0Rt8MlxAZWCtXU1FXEDqx/yCL1dcQBr/zGV2Z1xAI0n7qAt2XEB0n4YSNYNcQLUyfw3mjlxATAerpqWYXECT5cdM6aBcQPulckLjp1xAWu87LFywXECCe+WPSLlcQOzv6uPTwVxARgKbKG/LXEBJDN4ZxtRcQN8XCAiM3lxAY8YPjGjoXEDsJmu7RvJcQN2+Pt1f+1xAjv5bI5YEXUCC1KPvvA1dQHEm4vSRFV1A9BHFkkscXUCc9Uat0yFdQG6behdiJ11AlXGDh/wsXUBJb2fLBTNdQMdODZrgOV1ARN1rxXlBXUCeKinM2EldQDtrFZjtU11AqnTOv0FfXUDPaaz+fGtdQAQmy1yjd11A9OLkGZ6CXUD2TG0oGoxdQItD9YuslF1AbhGRxpadXUCcOAdX86RdQJVkCnzhql1ArDVGRp+vXUC63SYLSrNdQKx7wgTftV1AYCgxJSu3XUAmA2lqV7ddQKKHNx2BtV1ANxv/1oS0XUADJAPRgLNdQK3QE+cNs11ANDxFEs+0XUCaHVTx1bZdQMCXJwcfuV1Ar9+7hZK6XUAi5CM3UrpdQEaXS8V+uV1AgECzA1W4XUByyFf7e7ZdQGUvgn1Gsl1AzV7c62yrXUAMJ64ulKJdQNq/oFlDmV1AjGXShHKOXUDDajHFAIFdQOrSVuDtcV1AikHwwJRgXUBfaBuuDU9dQK5/fApEPV1AFnQusREqXUDS+uYmgRVdQORBKCIcAV1AbS8CvMvrXEBw4kmW4tZcQMvgnWU1wVxAE1xy8ySqXEDmb9nZvZJcQIdqpMEtelxA4MBoHUVgXEAyRnOEvUVcQGGvh0wqK1xAY2lJhp8QXEDG2Q66d/dbQAG3HYW43VtACuHz8j3EW0BVFgYNFKtbQKHxk4Q+k1tAvbbFvH97W0A8PawZFWRbQNJh6v+dTFtAkDyI4Iw0W0AkmpMuMBtbQGQD3CC0AVtAzyV1DwrnWkCsQF6HwMxaQCCJY2rLslpASUHRiTaXWkD+QO+sV3paQPqtxpsdXVpAXB9aIIc/WkD6ThKjSyJaQAKyHGmrBFpA3DiMDbblWUBePylBZ8ZZQNGkrT6SpllALJZ46G6FWUAUi+eGCWRZQA8XNCjlQVlABDnJpTIfWUDDUr1F/PpYQNktV46B1lhA9aEJ1wizWEAyGi8gaZBYQF7sbFk2blhAImIFAk1MWEApd/k7EClYQBKV1ETWBVhAmXPXvQLiV0CTdEaAC71XQDdNKVill1dAxckbKG1xV0Cm9FU1yEpXQE4IutalJFdAvsaScdb/VkB8EZTmLd1WQPsAM//uu1ZA9Z/4pf6bVkBFqQH/jn1WQMNL4X6wX1ZAleYYNKRBVkAmvm9ygiRWQHTBUPqCB1ZA5AnD5PvpVUA/Db9EbcxVQCYV6pGhrlVA29Fwl0yQVUDdiNVna3JVQEUQYm4DVFVAXN7ekiw2VUBVHtvB9BhVQJOg4t3t+1RAnoUGWlreVEDQcUe7RsFUQHFDwnzMpFRAq51YNieJVEC9XEdW4G5UQLyh+DV7U1RAxGZCz4A3VEA7K59/9BtUQBXpLaAvAFRAe/6/n2LkU0CH8HKxpMhTQKUeCMstrVNAV9IwACWSU0BHD0+1BXdTQC7kHbzOW1NAsaFu0JxBU0C/gSzY2ChTQPxj+5yEEVNACX5IXtn6UkAml/y5puNSQPG40ngWzVJA8Cj/6em2UkArL5jyS6FSQE2ZWUpajVJApILxhCl6UkB2yiVV42ZSQKfPmNjlVFJAY1JM3VlCUkDNEOyevjBSQOc+0L9jH1JAPZuWjC0MUkBFRQ+p6vdRQBn5LE/x41FAW7AqYefQUUBl9n3WUL9RQEUYg7xorVFAM6CQ2Y+aUUB6Rdx6NohRQEtr7PXPd1FAw1gvdmBoUUDVnVpiiVpRQIvGUWIFTFFAy1geQdI+UUCRLk3ItTNRQODKyiIKKlFAzBmjamYhUUCOsH4rTxpRQINe51HWFVFAvQ6sjzIUUUCSyUKs/RNRQEpyA3pmFFFAhiKg3/cVUUDWyalYjxdRQJzvmcmJGVFALG22Xf0cUUBwEPsH7iBRQBdwJ53TJFFAvzoP+5goUUCOEX+way1RQIvvMpd8MlFA2v/sJlY3UUCv53G+xDpRQExTQ1NfPVFA81eWIuE+UUBX5zmwR0BRQIoxl/LVQFFAVOVLn9VAUUBrH7LJi0BRQH7x/p6bP1FAYH03C0g/UUBgEvGiPUBRQGLi3gvKQVFAkdYFxa9DUUBvxXeYAURRQK6DNryRQlFA5H4+PN1CUUBB9sEMuENRQB2XwHZcRFFAttM189pEUUBATcMc2kNRQCB3dEQiQlFAvtu7vI1AUUCkQAT1Sz9RQH8ZaXRDPVFAYgWVbas7UUCjXXel1DlRQMu4rsvBN1FA5IA3HBE2UUDF151ixjZRQApg7DqlN1FA82m7ag05UUAMBU+qXTtRQGJq0hGEPlFAqkiCY+VDUUCcTay89UxRQC3l6O0oV1FAPkEIIh9jUUApMA9oQ3FRQCUQyzm3f1FAreHyaS+PUUCrjp9UPJ5RQB87mqw9rVFAqfzV4n+8UUAbkexApctRQHOdm1Ym21FAZP8CW3zrUUDxgkyH5vpRQMCKBArYClJAsDbfJwYcUkDW/PnmySxSQLEtK0ShPVJA9ft02u1NUkDl8x9ZuV1SQCyUP65gbVJAB+JlCyx+UkD1Rd0jZo5SQFso4Qvun1JA3ivMi0axUkAAQUahBsJSQJr9kHlv01JAPWQKStjlUkBSkxXioPhSQG0iI8/ZDFNAQwTdY5QhU0DiW7AkXzZTQGX2SUSpTFNAD0uN9LxkU0A93/blunxTQFJldKvElFNAQOcIhOSsU0B+vdziQcVTQDbyGRBd3VNAhzpCFFH1U0BNPUztPA1UQO7GcoHIJVRAY3nyxys+VECHqS60KldUQF4kOwldb1RAa82xImaGVEDH3vJi9Z1UQL6k+HU/tVRAHDqGBBDMVEBCGQKOXeJUQKimB84v7VRAS6aoNbn3VEDSOlSYmA1VQMHAPalSI1VAG5h/rSo5VUDHHZla2k1VQGl7tdAOYVVAA4558OVzVUByPTEHbn9VQBxWR0OckVVAFBp+BZejVUDyvW84KbVVQJN4xjAdx1VA9KDDeJ3ZVUDyz50BCuxVQIUG/KTF/VVAOjmmQvgJVkAhO/TC6RtWQPPFfhgbLlZAerRDynk/VkBXRYTlZk9WQETVZd4CXlZAqC5fSwpsVkAKeu21EHlWQL5Au3RMhFZAxhnae9CNVkCHXQ6w1JJWQIT7RAi2mlZAWwR7Gz+hVkAdeocPD6dWQJLPQZXhrFZAmP3T48OyVkCNj6ogo7hWQJ5ivwRevlZA03upamrEVkBEWo32s8lWQNV/bq61zlZAWmNM5C3UVkC6vDYBi9lWQDfP1d9l31ZAROFP+mzlVkBZG/KsBetWQKBHAAA771ZAfHbdnJDzVkCTvcDC6PdWQKiiA2vJ/FZANB1azJUBV0AJNFx5kgZXQBeS1z/EC1dADfmNZmYRV0AkeBrZQxhXQDslzlebIFdAM7D3EQQpV0CN2mYvDzJXQLygQZWnO1dA+Oivz11FV0BSUzC6elBXQLmaKrtyXVdAH2EJSnVsV0AEZQLhZ3xXQOKSEA+1jVdAvE++e4ifV0ACZtb1KLJXQOYHsaI4xldAo1M5mU/aV0DYDHJZQe1XQJjV86twAFhA5H29K9oSWECwhnGjQyRYQH1/4Bb6NFhAx2yFlnVDWEBj2ATUNU9YQD9HANvJWVhAzWJZ1kljWEAcT9rZoGtYQItPCawZdFhAlwUlSs97WED0g+K0EIRYQP81QlSEjFhAiYMNNMSUWEDJv7ct+pxYQIpIE93spFhAKt3DdQSsWEBBByFhA7RYQMMl7FTKu1hAYA5KXSnDWEDg+S/vJMpYQCbH0yRv0VhAbm8aG17YWEADGx3ost5YQKihxZFc5FhAtbWtJefpWEB60ucpw+5YQERZLKcU8lhAIiZSZTb1WEDftPTa3fdYQL8cfb+y+VhAAZxgNXP6WEB3+6+sIPpYQL4zoiHW91hAPOAwWVn0WEAagYqzJvBYQKyUS8sL61hAhm1mcLrkWEAgJ0vZIt5YQPkmW+ij1lhAcKPWcrPOWEA+mdivYsZYQPZqzuV4vlhAkP+4Zz62WEALCrTt4q1YQCKbPj4HplhAzRa8q6CeWEDqUbu3GJhYQBPBcmGUklhAsRsdRZqNWECBSor3SohYQJ3ICki8glhAM8HSNJp9WEA8AnEOinlYQOUI4wXweFhA71FOuSh5WECTaRlrjXZYQG/Pxwzbc1hA9Kabob1wWECULfp5rG1YQITCKsHXa1hATcMTNFdrWEDNzNI/EmxYQM+7IxWYa1hAABKqM69rWED8ccmCumtYQDEqUScObFhAeGPDfChsWECgiQXc0GtYQA5ao3W2a1hAogf7cRdtWEBnSvIzfW1YQOrPAcZgbVhAodT6Kp1sWEB9xCh3sWtYQMLZ6LHeaVhAMi5PleNnWECy24Q3tWVYQLidqwo7ZFhAjaEsegBjWEAN21t1zmFYQO+HD30lYVhAVJXKo6lgWEBhF/M8/l5YQORcCVjUXFhAjtvr1HdZWECnMNllI1VYQJqq3N/mT1hAPh1bLTZKWEDjS4820ERYQCSOvDeoPlhAh89mFRU4WECYP4JJCzJYQOYsG7EwLFhAcSaOd/YmWEDH+TmaFiNYQDJAW/DiH1hAC3g30mMcWEB+6b+D2BhYQL9qGMXOFVhAGzKTiRwTWEBBt4vo2A9YQKeYxklnDFhA9jLxEEcJWEAjvlowVQdYQFk43xeUBlhAqz5n3AQGWEAsEV5ElgVYQHk70VtjBVhAOLRj7SYFWEDrb6eeuQRYQEwlMHHfA1hAyo4CwHoCWED9ixi5UgBYQIvGYebf/VdA5oXnSAD7V0AFUE0DoPdXQFBWScja81dAkbPgTwTwV0BJoXA6outXQLAvbQsn51dAVt6VYpviV0A9ROvNod1XQMgsZ5JF11dA85r8YbvQV0CSgXIn38pXQOUaL5vkxFdAce95esy+V0DdGTph0bhXQCr6bdbBsldAZbKVCRGtV0DEQh7eIqdXQF27haLMoFdAsYpg3Q+aV0AAIXNBLJNXQKvtJ1YgjVdAWMl08veGV0CeDXVR3IBXQFkIHUTLeldAahQyrvl1V0BfpEZRCHFXQOaZlcoubFdAgwF5+lpnV0CedpEm4WJXQPeyWhtSYldAooEPIcJdV0Ai+UVwRllXQKOsb9UcWFdAY2QmyYZSV0B2I8wNE01XQBf3hC7lR1dAlKn0/SFDV0AvUhaY+UBXQPYP7kDdPVdAwqGDhic7V0CLzW8zIzlXQO8GqEIrOFdA2eD2F3g3V0DNig3k4zZXQMKtH2U5N1dAxT/sjqc3V0D0nKnF/ThXQGrr/5WbOVdA7WQAJL06V0Db4T3KTTxXQPzNbMxmPFdA4K6vO3Y7V0BsqKFkRTlXQNrLQP0XNVdAdReDutcwV0D8hjDRQC1XQLvMb4DbKVdA4YkFL7glV0C/AErPRiBXQEk1PR/eGVdAXdJVSJ0SV0CuSFnF6AtXQHvM8FCeBFdAqFIHRVj9VkCBQzgu6PZWQKURD2Q+71ZA1Z+5i0DnVkDMGqfzft9WQL/HkQnt11ZA0Yv3iqnOVkA1UGzupcRWQC5NVZLUulZA3l5ivXexVkATXYornKlWQPK+3YxyoVZAE5rHE9WXVkBJ6FQPtY1WQHQXq+0WhFZAUOsETKZ7VkCrDB58cHNWQKpuJp3sbFZAyv0MBPlmVkDTO7WvlWBWQJEfOihuWVZAieWz9itRVkCGP3vHrEdWQOClpTyvPVZA5BwOACI0VkDIJ86lqStWQLNDlPPRI1ZAPfYQWGIcVkDCG/ot+hRWQPaRcjIOD1ZA1Ge7vHUJVkBlG3bU+wNWQO06iI2x/VVAuYCR3xb3VUBjXNxJx/BVQI64ltw361VAC8hLPz7mVUBQtG9C/N9VQMscchez2VVAQYnf4N7SVUA7KfqrQMtVQCa2CMOBw1VAluiqrwa8VUAlIBn777VVQO8+kt1pr1VAkbIziYKoVUDC/lNcDqBVQOyFFFffllVAjNn0feSMVUDoesF4JINVQO0OHtDoeVVAiClOuHRyVUAeaurTg2tVQMMt1TctZFVA24g7YYNcVUA1oqt/yFRVQDVJXbVwTVVA7oVsoWVGVUDELh7DDD9VQIkr+LcvOFVAClQwBgoxVUDIMwhCvStVQHgfhlDFJlVAd4mFlwUiVUBkm9wshR5VQPRkhVSmHFVAgqySVWEaVUDbtuBB9xdVQB52vuG4FlVABBnnZcgVVUA51J3PrBRVQE0w1qW0EVVAhkOwKc0NVUDC4cpVbQpVQMXWHo6eB1VAP4cLBlIFVUDCY6dI5AJVQAaDRC89/1RA9E81Tu/7VECx0Okor/lUQO8jWS7e91RAewGpO1/0VEAKexz1qvFUQGbgscIU71RA+MbI+mjtVEBlN/f0M+xUQASCW+oK61RAdu7yOyDqVEBa3xhHnOlUQPgssVfC6VRAHJiP4JjqVEBxxM7iaetUQLeYmPZo7FRADTKVxxDtVEBQbL5zivBUQAJDbiU88VRA1itBITjyVECFgIbvafNUQBcWKDRb9FRAhrSmWKb1VEAvkIXxC/dUQCqLsF5C+FRAHOFvqqj5VEAsQoitsfpUQP4xeDFF/FRA/ZAeZe/8VEBtevvXrPxUQDIrBphP/VRAxYlnkHf+VEALTd+CRgBVQP8/t11LA1VALFDPOxoGVUBO39DEjwhVQGZJYcMjC1VAMyoGiXEOVUApzC/6QRJVQFldd9HyFVVA45HFLowZVUCZJDhwyRxVQGqcFO6sIFVAxbMj+70kVUBMyaZA+SdVQDRmFHbKK1VA1j2atHUvVUA1xKroBDNVQEKqLdG6NlVANv+oxX87VUBFUKoouUBVQEG/HixORVVAAyT+7ZFJVUDTWgcM2UxVQH346M83UFVAQQhGqWNUVUAC4YtBJFlVQPaPiamsXVVATDTXC61hVUBjk9+pH2ZVQNLHWQn7aVVAXx59DBdtVUAnMvMkr3BVQIZD79CYdFVAoOE+F2N5VUAgaSW8735VQDuBB7S7hFVAW18FnnuKVUC9/Y8/8Y9VQOaEzhVllVVA2e5P4i+bVUDTIGuwvqFVQGu80wbvp1VAkSGpTGuuVUCknvprkrRVQCQJW7rau1VAwUn3GUbDVUAm+YvwH8lVQPbBq+OOzlVAFSWpqeDTVUA33QXcAdlVQNqw8LlI3lVAX3y7KULkVUBqfQQ91elVQAN4O7ey7VVA+Ts5mdzvVUC0SLH8YfBVQIu6TxD78FVAi3KHxvLwVUDBeThOyvBVQPr1qem171VAx934TSDuVUDMLABqDutVQN9bxqPP51VAs/B0zhLjVUDSd6Unc91VQI0POk1X11VAoqLS3yfRVUAkTeCRuMlVQKV9A6YkwlVA60L5hMS6VUDwJb16ObRVQF4lMlx8rFVAWdRSNa2kVUBLLGOhJptVQAxcf+Q0kVVATv4bXkGHVUArymzpjnxVQLNhJZ3rcFVAP1Vs//pkVUDN/fDhnFhVQKcNZicrS1VAUDpR2zs9VUDnCg2svS5VQPJxR9ZDIlVA4a75sJoWVUBUd3j+GgtVQFGm5ntEAFVAollxtzP1VEDezYYrxepUQO4NYnNN4VRAgKJTIgbYVEC2S51rvs5UQDykDlt+xlRAwQXlcArAVEDS9aHPIbpUQHlZhyOitFRA3zJzeKmvVEA+uDqOi6pUQJSk8AHvpVRAtjfUUI6gVEAygGFd+5pUQD5o6d0klVRAJJW4L4yPVEAccDETQYpUQIowvPqMhFRAGqD3XRN/VEB8lLUN93hUQOCp5hvsclRAP1zNrXZsVEAEE+DHTmVUQJxyhTjwXVRAJlPWYeBVVECzV7lXb01UQMY4AS+7RFRATgLil2A8VEAxXWfi+TNUQPyM08cOK1RAk04LCvUhVEDpYY/ujhhUQBPSWZnvDlRA3+OUMDUFVEC+WqchEftTQO8F5azA71NAGyxyp7jjU0Dphjd+sddTQMy0Gk3cy1NAF217IMe/U0DMIHvPWbRTQIx6scmdqFNABXdlfSScU0BS3qGKJZBTQMmakKFkhFNA0GHwJWZ4U0BUsGnj82tTQF9QNc5vYFNATb2SE9tUU0B5oynUe0hTQHK2IYi/O1NAD3bAlMUuU0DAIySl5SJTQF7BmoxMF1NANuPcO6ULU0B7mpB9sP9SQCXSaXx/81JA/bSwJVbmUkDSM3EGztlSQByd6JV9zlJA/5f2cVvEUkDdeSpGc7pSQPM92mIOsVJAB68hwcaoUkAcltZ9+qBSQNKzXQifmVJAZyuiyzeTUkAtuxYO0IxSQIqOI2gxhlJAumLZVql+UkC3xyI43ndSQHe7Wpe5cFJA4zdpZ0JqUkAiJe+D+mNSQKPVjqDVXVJA3zmOYrJXUkDLCCptQFJSQHPI+uNaTVJAFOW08PFHUkB07ilnBUNSQAFKWTBfPFJAulFjklw1UkDu151+Ci9SQPdn+lpeKFJAfag54TYhUkD6EKma9hlSQMkAlouuE1JA2a8p/NwOUkAfOgSYgQpSQBCqk+ElBlJAb8ayzMsBUkCzOvz2M/1RQAMGKcoT+VFA9ohsbUL2UUB5bRk0Z/VRQEI7rSJ79FFAEv61jnvyUUApMaYo//BRQK0lMM+g8FFAM4vVddPwUUCM3ugSpfJRQLLcDtG79FFAE7G0jej2UUA7xF6E9/lRQOWf+vyy/VFAls60WxgCUkDbLSSt1QdSQJXoJZ3jDVJALnbMeggUUkBxGOF6GxpSQEyd61mNIFJA+4fzJY4nUkCx1oVLWi5SQPIKsj9GNVJA8KI/VYE8UkCwlVR4HkRSQNtbp72HS1JAQM7jHsJSUkBCQSKJvFlSQGUcBhNGYFJAb3fwGiRnUkDm6/h3s21SQMa2+3AXdFJAxrR0U4l5UkCniz4g/31SQOemnKdSflJA/pPCWu9/UkAfKDP504BSQMZmc+swgVJAphwzWK5/UkD3Lsm+on1SQN2NF5wke1JAUPkBMg15UkBw3GM1X3dSQK7FmWvXdVJAGzZsUudzUkAr9kjZiHFSQIEFGfFAcFJAYvWuuXxvUkBfeCIiSm9SQFNV6IPFblJAjSShzHxuUkAaNHj1cW5SQJE7YB5bblJAha9jI8huUkDNbixBQG9SQCtY0dvNb1JARJCU78hvUkCsiUBJBG9SQMQiYRFSblJAdDRZLD9uUkAEaCH9O25SQBK8YtmFblJAPRjQstluUkDGk14DRm9SQHIjg3VocFJAbX/VkjRyUkC0gtKjYHNSQHtOpYG0dFJA9iXWxDR2UkDtSFxmUXdSQJ8/jPAUeVJA57DgYnJ7UkAwO/WYt31SQGoLIkgDgFJAL3naFXeDUkAJARjKTYdSQGABmp7ciVJAqaOExzSMUkCDmoi/hY9SQHefykEok1JAfmHPfy+XUkCsS1OHUZpSQLml5iEQnVJAsGBpPhCfUkAGd7O6CKFSQF7T2rzrolJAkFw9+VClUkCuS99kTqZSQHQlygAVpVJAs6wsgaqhUkA3OD1p1Z1SQPyRflxZmVJA6SsksWGUUkARC+kxOI9SQM/2GywVilJAx/jD1tyDUkDiP9DAdH5SQC9UgnTOeVJA26BLRyt3UkBfjBU3VHZSQEzVyMpXdlJA2MimtAl2UkBqaJWT0XVSQDRoAx2FdVJAPHI76Jx0UkCGtZeXeXJSQBu8VKycbVJAYxrMafZoUkCf+x3awWRSQKrUkcvWYVJASve1wDpeUkDPchBK/1lSQH+owAfSVVJAq/u55E9TUkB8tx0fFFNSQL/rdO/fUlJAFiDksGtSUkCpzFKq/lFSQC8t2uf5UVJAx/tI0JVSUkDlDC7uY1RSQGwqEIk5VlJAWiK64kVXUkA2GnpYWFdSQAVLe6OmVlJAp5k628NWUkBTyVIGWlZSQCjLHlevVVJAVH20GvBUUkA0ob8Wl1NSQFkOwriJUVJA2IfVEZxPUkD4t29vTExSQP7IekaYSFJAN24FTjxEUkDx939v3z5SQAA5IjAROVJAGZkyOwwzUkBb7VnGni1SQMGq0PonKFJAo5tqsi0iUkBwB/IuzRxSQPccx6aOF1JATwnxLlcSUkCdh9VoSg1SQPcAB6o+CFJAJwaLCC8DUkApK+6dav1RQNbR9stL9lFAIOSw2vPuUUB63VfrJOdRQB6pQLKW3lFAkTvI6uDWUUAPT4wSp85RQF4aKhH8ylFAU59bFAvEUUDzbWm8Sb1RQJyWS8GYtlFAg8+fBtewUUDDWeEpoqtRQCbMati+plFAUTcisgehUUD5G2tX5ZpRQBqj3jQ/lVFAAl8MSlePUUC7xLEA3olRQGCRIJ+qg1FA7LI/NwZ9UUBTc4qG4HVRQGqW8sOOblFAleKEhZRnUUDgts7b6mZRQMrEXcATaFFArZ+DZO5oUUCAsIh+EmpRQEbuYROVa1FAMCZlU6ptUUB9euMl929RQP5jYzh2clFAq7TcX9B0UUCAw1p0IXhRQPPsJgQeeVFAd5ZicGt2UUD9I/Nk1nNRQEByHKK9cVFAoxzA3I9vUUBHTelL+W1RQNQXli4dbFFASizQOPhpUUBBayzDr2dRQIlW7bk5ZVFAVeqpLTVjUUDrHcHhAGFRQKAfz265XlFA7vEiJepbUUDdnPMXMllRQC4NgLZKVlFALE/a055TUUB8VU3j/FBRQDAL3OznTVFAt1m0hHlKUUBN15YxrUZRQIWRN55pQlFApK/zWow+UUDu+IPIAjpRQKzuCmXMNFFA+cCt7iEvUUCuLkCr9SlRQA9XR4VAJVFAkm81OwghUUDNZuWb4xtRQJPqdm9WFlFAB/0jVbUPUUBj+p/oJAhRQFnoJj7G/lBAkmBYHHX0UEBGJp5uYOhQQM4m90Ue3FBAdXenlkTPUEDUPm/jWsBQQGJBi4DWsFBAP6zKrKGhUEB7yphG+pJQQBq79ervhFBAIwa9Swp4UEAcNFGv42tQQP2sFs+NYlBAX/ho5PFZUEA6Zwyz7FFQQLhuKFluSlBAIc9OB89DUEDqwGHDKj1QQGrY3OW5NlBAQYC0YigvUEBRm36L0yZQQGp5L34NHlBAEiPPpe8UUEDBPtXuugtQQNQnLYv0AVBAnKxKH6PwT0DA2VjkjNxPQOMOU9O9x09AeUFT3Ly0T0DgqKZGmKNPQHry82oVlE9AVrCHSUKGT0CdffXQnHlPQIaZmFS6bU9AJ95NuBtjT0A30dgbvFpPQOdWg16NU09A9hV/zlhMT0CMI/CTjkZPQJelNGF5Qk9AmVo205I/T0DNUSQJhT1PQA1biXrhO09AVCDlDQM7T0AZLeNCIzlPQGwSpvqGNk9Al3fX/uM1T0ANj9DRvzRPQKssE940Mk9AEUO2/4QuT0DUogwQ1SpPQMLLVKzLJk9AAjuKoIEiT0Dy2wO7+h9PQEVvhVTnHU9A4l/7U48aT0AP9IuvdRZPQOmgv7PqEk9AxcwUH70PT0CCxgRspwxPQEknGmY5CE9ArmULIeYCT0BAeYm4MP1OQIb6kvjL+E5AYWALl+vzTkC/98fNQe5OQEwaZyPW5k5AvIZcLwXhTkBVL92g4dhOQMBVHG0Czk5AfK5h1ZbDTkA/bv3BP7hOQHLpMKUYrU5AALGmQqKhTkCb7T/MqpVOQLSYhvzEik5AhYms4G6ATkADNhVV1WpOQOU4BiyTU05AuWV1UMI9TkBLA2nrrChOQHcKGkngFE5A2adYnqkBTkCqGqTo2+5NQIOy+Mzg3E1ABR/IZiDJTUBkVnnGE7NNQA4DPz4FoU1AZR0rsw+WTUC3DxPELopNQEf+791Lfk1Axms3F59yTUAQ20OxPGdNQJDXoEw1XU1A34T2JrFUTUDFO0prB05NQI2gidYfSE1Ac/wY1NJBTUBqeo6BkjpNQKC8qiWkMk1AI60MBokqTUCCS7lpBiFNQG1EnQ/2F01AQaOuy/oNTUADwhB51AFNQHlAHfW/9ExAPMJw2mjmTEAcUicwD9dMQImutaz2yUxAkw1jRg2+TEBpwkAND7RMQICWNX9XrExAq7PoxHalTEBAZ1yXe55MQPH/j7ESmUxAGcGl77+UTEBZ6o+y75BMQNfjZAZwjUxAvWn4DJ2MTED78YlZpIxMQOQEqCBPkExA+wr5piyXTEDCRvw6FKFMQABWAj1qqUxARRLq0UaxTEDJvinRYLlMQHoS3+f+vkxANNj4PpbETEAk3nqDHspMQOxxfGvEzkxAY13DsT/RTECLbLzuEtRMQLbF82DB1ExAa9+4zrrVTEDP8gs/F9lMQAkbz+9v3UxAn8Y0OcbgTEDpaMBoEuRMQNMVOaXf50xAhN5/K1bqTEAfc+/TJexMQK2TPRw28UxA9erYiWT2TED1GNznRvlMQO814rqW+kxAhr1UJxX8TECf1c6ue/1MQNnVsmD4AE1AZePXVj4DTUAynb1GQQVNQN0L363LB01ASlKWTc8JTUAQvDo6PAxNQIlcMtMiD01ASlSztUQRTUB3ZL1o+RNNQLwOn9EJF01A8RbPYcYZTUC1ao/mfBxNQGUV+IXtHk1AYheTynkhTUAyD/PPZyNNQPmFVu2DJU1A3/awmq8mTUB+VvzzkydNQISMk3ToKU1AgkLOw5ssTUAQJU7z2i5NQKDuW/fMMU1AQ80rmmc2TUA1nVYATTtNQBzNJXdMQU1AVn/1vulHTUAtjFtLzE1NQFLTvlhNVU1AAcBeJ05eTUChW/sKjmhNQOPZ+a1Qc01A8kj22Ph8TUCaBY1l3oZNQB0jf1w6kU1Az7xaKAubTUClCNNn+qRNQKIBwiyGrU1AXAPTUBe2TUBsowsVqL5NQLBzBsSAyE1AjTshiIjSTUCayde50t5NQKwjlyXv7E1AzYK4CXn7TUBP1vjIagpOQNHSDVt7GU5AwlenAjIpTkAHh5a1nTpOQMATni5HS05AJcsVZsxaTkCvIMlM/WhOQK2HhvDBdU5AXJm5S8yBTkC7a4U7NI1OQAGRZBBMl05AKfjFJh6gTkB5XPaHu6hOQI7pHl6isE5AmhC11jK6TkDVkt3nB8VOQHDopBhp0E5AMr9gDlncTkDy6i5IUOlOQHCqBkog9k5Au/mC4TUDT0CMoIve/A9PQL4knqgJG09Au6EK1ZQkT0Ar/SWb1StPQJv28zpRMk9AP3KNLAg4T0ABVrEbNj5PQL2Wnuo7RE9AKYeMM35JT0A6PL7dA1BPQDFF54ZSV09ABKKD8OZfT0AefUpWgWpPQEGUgcjxdk9AmUD+FjaFT0A1LBfyiZVPQO7GjAOrpE9ANxPcSDGzT0BSnD4VT8FPQLUZ5L21zk9AQAnB6ybdT0DsWiUhYuxPQJmys34Y+09AUjJpdLQEUEDABvXYugxQQFOss+2OFVBAPYeowModUEB+Nv031SVQQMwwvUtfLVBA2RJC+U00UECkb0qtEjtQQIufcVdFQlBATuWfsLVIUEDLv59T405QQN9F0iNzVlBA3C5qbC1eUEAuifSaKGVQQGHYhZH9a1BARSJk90tzUECAtYjjJnpQQO84ys9ygFBA5DTs7F2FUEDBV2SL2YdQQJfQXRF8iFBAiyTsacSIUEBVxQ6/fYhQQPFmDBdBh1BAmugSZ/+FUECn6RdYcYRQQH2lHqh8gVBAzrhLgYR+UECrlpDx+XtQQJ0wL+6beVBA3G7izdp2UEBkxstWC3RQQHJSQBKEcFBAiWhXGpttUED0+BR2tmlQQMWXSt3hZFBAk8p0u6xfUEBXMhflBVpQQHYs+bECVFBAOWToQKhOUEBEC/qQOUhQQJtzBA9SQVBAbSeqOzY6UEBs0e84JDJQQOYT+WB4KVBA7WIJTH4fUEBT4/VX2xNQQBHQcrVXB1BA4B1Qf77zT0AZb39SaNdPQIG9Z4t3uk9AqmVkH4WcT0BggcZG6XxPQJMqo64vXU9A886iom07T0DEo22zHRlPQIzRX3vJ9E5ApXnea7bPTkBzfJLSKKpOQLVeQvJwhk5AuV47u3VhTkDTk7HZJjxOQDlNf05sFE5AwgMyOh/sTUAgcPoWUcFNQPdSYzQFlU1AfsW5UuJlTUDbtqxS6zRNQP1XbJ8wA01AdisiXCvQTECsgo05gZ1MQLtRvLs5bExApy0uaX88TECCq7pvCA1MQAN07YKr3UtANLOEacyuS0A+TVerRIFLQHNYmC25U0tApXp+mLMkS0D5CcJxxvRKQE2RszFFxEpAjTvR5yKUSkAMImvXq2NKQLCSJAQ5MUpAH5494eP+SUCEcFd+Ys1JQN/7Nyw1nUlAYMC4FrJuSUC+LNF7xz5JQCI8SOtHDklAkDbLtSreSEC5wrPj8K1IQGBk5YeXfEhA5Ij24KdKSEBfxfId5BdIQGHNkSjS5kdAE8Wg2BS3R0BApAPHM4hHQEe+JT7dWUdAdAR2jwwrR0A7Kr8Kgv1GQPM2Xkss0EZAFqDSsgOjRkAE0+tmU3RGQNChoXrtRkZAwH/Q5m0ZRkCnrT4a0+tFQBKR5l7qvUVAF6GC7ACRRUCh0mQZ12NFQIe2N8CYNkVANbsZ8NkJRUDGAxUu79tEQKUop11yrkRAVq1Nh/SARECblvcZsVNEQM8ZQUdHJ0RAAIg3NHj8Q0CQ3aZ0ztNDQCoAOOFtrENAiTBciQqHQ0BiAKRtWWNDQDzz0C44QkNA+xRJ3qQkQ0DQFv4TQwpDQF3ed2H98UJACRoUSD3bQkDhA2yd0cVCQCEHGNvcsUJAW87W9+SfQkByysiqr41CQJ0W0t4se0JAjOv9DJBoQkBRgP8Tz1ZCQAfFC+XgQ0JA4dafhBMxQkABN2VcxhxCQIoyrDKaCkJA+8Y83fn4QUAV/NHLGOhBQOp2rD4E2EFAWnZn9Z7IQUABSznq3LlBQMknPhOArUFAp4nFeQmiQUBHlHxZh5VBQLmrReysikFAboHcfJh/QUDH+Ow3BnZBQGcBWZFJbUFAKnyjKQ5jQUDqs/I0GFhBQC4jiBHaTEFAhTMJ+tVAQUATa9l/YzNBQExgFKA9JUFAzG3ppK0VQUBZq78+qQZBQIJ3BpqR+EBAaOctch7oQECkjsOIhtVAQFBkSHM6w0BAvqEYVfuvQECoeWA0T59AQHI3SZFXjUBAj5EPi2l8QEAJ9adh0W1AQPvQA34iYUBAD2tdAQFWQECDvSDzWE1AQJst83QxREBAAl+WTLk6QEAKs/k3HzNAQALfz1ItKkBAoel4Q4ciQED2zvVR6RpAQIAA9acKE0BABC/J9okJQEBWJbXZLABAQN3iLcwq6D9A+ePOvh/UP0Aw6/Aa+sI/QFSvCBvDtz9A+/vjeBOyP0BRZ0Et4LY/QNE9yQQSwj9A4fj/oAzWP0AGVxD1X+4/QAwrpeDlAkBAI6wUMHQPQEBUSOQk6hpAQD9yxJnDJEBA7qc/6FgsQEBaxQtd1TJAQA3m1TZhOEBAeZOypV07QEBXeEJUQT1AQI7n3YD5PEBA9aK/MnM9QEBdBYMvXD5AQBI8mzzIPkBAIszSJdc9QEAEIbpYSTxAQLsps5NHO0BAPjxwrpY6QEAdNkiQ8jhAQILKhVL8NEBA7NTuvXUvQEDt405QFytAQASRYVJLJ0BAn4+pEssjQEAsqr5WvSFAQMG/gpx0IEBA1zA5x+0gQECBIrEq4CFAQBOIVqoJIkBAT+DqH2kiQEBIkHY6YCRAQF5lNpFhJkBAkdMsvRYpQEBKDACvvypAQAUdIXCbLEBAqPGHJMMvQEA8/MD+jjVAQDg0rtpeOkBApFwzO/hAQECEPun7XElAQNdQtG3iUUBAARO8rs5bQEBeGjD3hGdAQEv7HIMmdEBAVda10MKAQEBovA5XQ49AQIHWfd0tnkBAtuP4MW6sQECe1eqcgrtAQC9yEWGHy0BAdafk6TDaQEAFjdLkkOVAQOVHkCDK8EBA3ahqoaT6QEC2HTXFhQJBQCCe4s2tB0FAmyUED4cJQUA5CES+DwlBQMnpFOZ4CEFAJfWByLQGQUAftlga8AJBQGZzSy19+0BA2whuTnbyQEAeWwMIGetAQCm9anIG5UBA5YMniKbfQEB3JkI5GNpAQHh+HKuD1UBAc3wlCwzTQEBS35xAq9RAQCaeliaJ10BAKv/8WE/cQEC7R4srFOJAQI6M3osA6UBATtm//kbyQEARf7tA9f1AQNzE6xiDCUFAqknGPXIUQUDG6IOGASFBQFCqtWrxLEFAma/Weh46QUAqumhiQEdBQCm8V0ZXVEFAvrt6rphjQUBeYbbeaXNBQAAIn5f1gkFAKotCl/eRQUB7BsTgnaFBQEfxNoJOsUFAxI3fZ0TCQUAdlnTg/9JBQHEEzXeA40FAgM28HzT1QUBRG5PIDAlCQHlczGnlHUJAzcV5Cgk1QkA8VSD7p0tCQLLrgmInZUJAANtGyTuAQkCfmYKur5tCQCmFhX30tkJAmZvI+B/TQkAyg6pbWO5CQIDlso+mC0NAT1ACM/0pQ0Amp7109UdDQENW+uxeaENASjVzp/uJQ0ATvgPVlqxDQFtQ5FBl0UNAY1jBYDr4Q0D5DRJXqB9EQEK7EMtASERA4zKZM/hvREAhIqdMa5ZEQCOeXeEYvERA6sGCmbzfREATQTSvVwFFQEOFe39eIUVA31geros/RUBezuKsHF1FQFTVpN75e0VA47evomqbRUDmZ6e5w7tFQJ8Tuq5k3EVALanDso/9RUAVC+cHjR9GQF3Qz2JqQkZAzmkKamFnRkCVwTZ5JoxGQM/6hZEFs0ZAQ0HoCWzaRkD/FlffOAJHQMRzAOh2KkdAAUNhsppTR0B8Qdbqvn1HQFKlERZTqUdA2n2mPBzUR0CXcImDyf5HQNDBNouPKkhAqmj4yHZWSECyVDtsDoNIQLYKt8Brr0hA0WF9iRjbSEA79Gi8eQVJQG7j0nEBMUlAUEla4D5bSUBNiku7yIVJQKCzNohkr0lAPIUD9orXSUCfFgVWQP1JQB+6v3gRIkpASU3Pox9GSkAC3rTdwGlKQIJH6UqkjEpAyRSw83uuSkCeJqnRCM9KQFrnJT+e7kpABPcVFisLS0CdX/xMSSVLQCNkOnQ0P0tAia2Mt01VS0BuQN+bRWhLQKFW3iYoeEtAVoBTgOCGS0Cu/BSAApVLQDfomToHoktAkm5vs9itS0AJyCi/47hLQOyHRRPAwktAS5FtXynNS0A9GEEzzdhLQG0evuQs40tA8QDG7uHrS0Cu0I4Rc/NLQLy5Qyip+0tAlbOvmRgDTEAeOviMWwlMQL8aQzYeDkxAFhF2ZbISTEBl1HBbsRhMQJ4ejskvI0xA6UF2l30vTEAOeoRTtjtMQC8MxROpR0xASvnUzZpVTEBBAZYjGWRMQA1lA18GckxAnloZrON9TEDu2+XukYdMQH1I1EKhjkxAh0auM2eUTECWS3/ZhZlMQCk5JfhznkxAFwxnRV+gTECt8zG+I6NMQCyg+Vz8pkxANCaMetCsTED5JFqYnbJMQJKkVtpYt0xAffxopye7TEAPitdj2b5MQB+uc2JSwUxAYab8hWDCTEAXdngDDsNMQC+D9E6UxExAVaYSbbTHTEAbs6//hcxMQNo+OrEl0kxAN/LxT83XTECaHCSQyt5MQLsMHODY5ExAlTT6RuHpTEBl1Mv9L+1MQAsWOaMm70xAwKRVOHzvTEALD2hTV+9MQDN1mevf7kxABVLq/1/uTEA8h5i7Ru5MQEnXoHnm7UxAZ89g2N7tTEDLOzDVJO1MQCxuLup360xAASIpBGrpTECGhT8SWudMQAo0/TEL5ExAMrhFQ/DfTED6nWmmFtxMQAAm6mdO10xA3l1AFDHTTEA2rj3tLs9MQN6GxizpykxAPaXrqAPGTEDWN7VUrcBMQI4FfdkZu0xANjY/kKO1TECv7Smoja9MQCxTm3ZHqUxAElWvqumjTEAX7HuNhJ5MQI9ma/++mExAMbXamd6STEDUVWhJGI1MQOC4R0Elh0xAshZmWDOBTEBSak0rWntMQExfA8CJdUxAYiY/RcFvTEAOUDl7dWhMQIAerrCqYkxAvNSzuwpdTEBKW6QXaFdMQNMZGPq5UUxAc9riG6pLTEC7PsOqHkZMQEbSd3ceQExAzH4Mpks6TEB0/mmsnjRMQBiyLYHALkxA+PSLWTMoTECP9mvU7CBMQPLc4UIkGUxAdhcRMY8RTEBvgistCQlMQFvk1ZZAAExAUEA2lOz3S0DGQFYmee9LQALEOI8Z50tAnIfvhuPdS0C2HRp6S9RLQExXub9tyktARIRBtYHBS0Al9OP8ArlLQJrs+kaksUtA1JYCW/6pS0DGJiCMwKFLQGP4W3OimktAU1tA5BWVS0A4CJBzhZBLQLU+YRfwi0tATcmCOAGIS0B48Rs1LYZLQHCoaN0chktAIS7bzmOGS0BwSCfWioZLQIv8J3OpiEtALqVmIRONS0CGqgu+RZFLQAGxsNGflEtAwjxSpUCXS0DDkGAgCZpLQDzqblConUtA6Gbl3byjS0APFq1iR6tLQKXJZ1/csktAz6m6+HC7S0Alp5O3m8RLQCkWHPAMzEtAjpHqzfTTS0C89kGNedtLQDhmzzD44UtAxoPXQJ7mS0Bf6naQ4+hLQB0YY25150tAyKV2tb7hS0AlWS6gutpLQFsGUUGX1EtAKf+Hln7OS0AoPr46CslLQN37AElkxEtAGCWaHwbAS0B0nOUrpbtLQGQ6mnjatUtA/Rof03muS0D8ekWCYKNLQBauQ7X5lUtAJ7yA/NaHS0APim1munlLQDTwoRZea0tAYtOCzH1bS0B9HRZowkpLQMQWGxvaOUtAu2bnGw8nS0Bt5ME6IhRLQI4NTaxpA0tApRZE4XbySkDsIn2whOJKQMM40sv+00pA5ulr0JXFSkAEAcn1QbZKQH5D2f1Np0pA9eTucVGZSkBf8gP3po1KQLSO7hKggkpALfpUDGB5SkAKyykzC3JKQCj8zeina0pAidy2WAhnSkCAfsf3wWJKQHgmrTgQX0pABBWh0LRaSkDyI/qCn1dKQDRvdfPWU0pAt9GXd8ZPSkDFbq/rnUtKQCAZgkiyREpA4yJzqZk8SkCf/eHE/TFKQLB8Go0lKEpA3vWK248dSkA5uspJzBFKQJK3Gl//BEpA/gXPi9D3SUCjiyLo8ulJQIyVkdiA20lAXTJQvHrMSUAiCS9ljLxJQFVfKMxjrElA0Ah7yseaSUBu/KsTEIlJQAskP9uVdklAxv6PqbRlSUAgD5KXXFVJQBn25CGpRklAorWjBIw4SUA5Z/VBPSlJQO+9ux2dGUlA7ggDiDYKSUDmuyJ23QNJQF6rJs7H80hAf9aluurjSEB2qKUuxdNIQHBV4idsxEhADM5R+jS2SEAHAYhKAKdIQNGGA9YRmEhA7AzIXaGJSEBq2PD5R3tIQNHAWepxa0hAaRMWcXpcSEBX49gf5ExIQPNnqC9JPEhAEf2UW0MqSEAQAJGOuhhIQJwkNwKIBUhAE4vHtDXyR0DjI+TsWt5HQDMTMduVyEdAU3J2TcmyR0AJLzbflZ1HQDn76y3ziUdAIIlR1VV1R0Aibu1AD2FHQMqdehlxTUdA24CvkLo6R0A14By4BStHQC6ze93+HEdA5PpUIZ4QR0BtsJpV+AFHQNntdvcD9EZAdFb8O//nRkBypjinm9pGQEvY3JTZykZAoAF/pj27RkCt5fh/vKtGQDZhdXncmUZAgxyDsLWIRkCKLd5XR3hGQDwbt8rOZ0ZAX900yN9WRkB6H+rrI0ZGQJ9vRJvPM0ZAJ8qmzE0eRkDNIBYkVwdGQNLh1U7s7kVAtFTPgBHWRUA1yS9VrbxFQGM0U8p8o0VARL+dnIyIRUCxsNcteWxFQCeHjZrMTkVAmWBPn54yRUCwMO20tBdFQMmj6pfc/kRADfjaCyLnRECxRyci9M9EQK2PlPXouERAPk5IgXWhREBq1GjBuolEQB43pZPpcURAA9HTvylbRECkClFy7kREQGdO8e5dMERAhwPqU6ccREBXEqUXQwlEQPBMDXP59kNAZ9scJsfjQ0DXSm+aEdBDQFAAXOLwvENAx2aS9PurQ0BL5s9CqZxDQA+QKF+3j0NAebq1ReuFQ0CXLxIQn35DQMq9HbnndUNA0qW22wdrQ0BTomWcwF5DQE0T6WxpUUNACR2EAr5DQ0Cep6XoyzRDQPUmcbjWJUNAn6i7iKMWQ0BngpZCkwZDQIeQkX729UJAjb3Q4VHlQkDzyxzqZ9RCQLNDpUyfw0JARWFrYJmwQkDjDlmohZxCQPkSAj09h0JA2YDWkdNxQkDqHbGlvltCQDsKdvaqRUJA5SsSNdgtQkArlqr5NBRCQHqPGSL0+0FARxtF6SvnQUAeQjs//9VBQBv+pQofxEFAwlOD/PexQUDyRYiMh6FBQBawZ3VNk0FAF5q9C56GQUC+67iVNXxBQLsfVS/Xc0FAOdFF9+xqQUDZNe/ZV2BBQHDklzAmVEFA9bQjyTBIQUAztBBrsDxBQBmQkRoNMUFA7VHul8AhQUBDwfA25hBBQJl8wTLC/kBANULUo7LrQEAuqSJyXtpAQCaXoeUOy0BAkn07MIG7QEDR+Uqe2apAQHADpM4mm0BAWazSO8yKQEBzNfMT4npAQHAAF8gra0BAj131nvBcQECYphNWLVBAQMzM3Ce4REBAD+jAFDY6QEAyvN2l6TBAQEQngiQxKUBAMzbB81khQEBE8cf4YxxAQBrfxmSMGkBA6HHZ++AaQEChd7WfoRpAQDUG3TRhGkBAMWngFNoZQEBzTK6YRhtAQGm1dLcUIUBAVHUKONEoQEABGfePADBAQBSG0goZNUBAp7iIrXE6QECH+ojtkj9AQAxTm4XlQUBAT5dJUdFCQECxRbRGTj9AQC0zXbPUOUBA4daedM4zQECKe25lDTBAQDRlXNS7KkBAh64GeQMiQECgk+8RRBpAQJ2GBtPyFEBARBteAisQQEDC9fpVQAtAQGGgy4zaBkBADsh6xD0BQEA5qlHUBfY/QND3BS+C6T9Aqwus5lHeP0BqHU/4WtE/QAR4W4EvxD9AhbHkOnG5P0C+/VR90LE/QLY+MeQMrT9AUyYhPhCnP0D7i0NAIKE/QKy5CocLnT9AKQRKqquaP0DkPxiJSZc/QHEuuz2plT9AsTzh3/STP0DsS2Orz5A/QBPtaQSbiz9AnNsGvlyDP0DWP7UHG3g/QOqHzBIdbT9Aucr4U/xfP0DOuw7MhlE/QMEpxdThQD9AIVAx5jUqP0Cak/TzxA8/QPy7Tvq/9T5Aj9UAh6fePkAeJneCSss+QFksmuGCtT5A12JB8kqhPkC7t5Dcz5A+QIzzTPRTgj5A1PBxu7B0PkBwbH0ZdWY+QDvQRjeTVz5Anke6BbBKPkC+fzMnxTs+QOUWYd4EKj5AbTpfMmAdPkB95giiEhI+QEyPKCBcBz5AkDM15mP5PUAjcDzZ4+o9QLWJ1vBG2z1ADwFi0U/NPUBUQPYCHcA9QPRGLHm8sz1APLDG0BulPUCJ0rzwmpM9QEHe+NxXgT1A7267ym5xPUD2JKyswmY9QO3/umBaXz1AzYretINWPUAZkc7gE0s9QL6rbHs5Pz1Al44oqCE3PUC+fWNU3zE9QC+z+lkCLz1A+zs7GJgnPUAbmC6iSho9QDuM9CSsCj1AEeq5/4T6PEDpR8kk6eY8QBuR76WD0TxA5hFZsP2+PEDfx7yC86s8QO1CugxcljxANHGQu+WEPEAT48/lmnw8QOaE0sGkfTxABKGaSviCPECDRNnVJYk8QExzhu8jkjxAKbAwiRWhPEDq5tGA/LU8QGEZGCzkzDxA3x0sfhLoPED9m4+KpQU9QNvPIev+Iz1AXBqlwsNFPUAafk6cUms9QK83l5ugkD1AIo7iYFK4PUA+J9dKL989QL4VLYHHBD5A1/jTmEokPkCBIRNC6kA+QDbojXHRWz5ArN8zU9p0PkAtGdKJyIs+QBTNK18mpD5A5FlS58W9PkCUD39Lh9Y+QLAfnHui7D5Auo7ZnvEAP0AvA9FedBc/QFU5pj2vMD9A8SlHjaxLP0BDVWq4cWQ/QKIiqvHvdz9AIrYwDmyKP0CUJkyES54/QGHmcOsUtT9AvdSiGwjNP0DdtVAk2OQ/QP370eIn/z9AVlD6U8cNQEBKvVlKYh5AQNTUbh45L0BAfTOCRB8/QEBHsDa66E5AQBtOMnwIYEBA7WluI5BzQEDVsd30NYdAQI0OtZ46m0BAScvDr9GuQECKo8wPUsJAQCAR7L8t1kBAP2djk3HqQEAJh7qoCP9AQPow5ahuFEFAt1ejGnYpQUBKysCtGz9BQK7nTY44VkFAFDmcpk1uQUDTmMRoIIZBQKMP2G0dnUFAH2xMErm0QUAm+BN2+8xBQAzYB0805UFA3o4jhX79QUCSjVuL1BZCQOEMI8nyL0JAthjMrjlIQkAEKaVQU2FCQHGMhMxke0JAD8VSTqWWQkDikvZL7LJCQNsYNBqfzkJARCh3CWHrQkDpDTA9cwhDQKb8STxBJkNAkdTsfd9GQ0BJdt9MFmpDQCZaxz43jUNAlfHDyLmwQ0COJBibG9NDQG2mDAOy9UNAzpqOQawXREDTk+/uOjhEQDRmjpDPV0RAM5rkqyt2RECK+NI/BpREQOdbt/nhsERAf761CfPLRECTbzbCtuVEQCMmdm60/kRABb3sQZUVRUBaX/8eRStFQBmkR/PXP0VA70BB9f9VRUD6yc3PaWxFQO6VX/S8gUVAzDS7+tWURUAsFO58dqhFQPkFfLU1vEVANBB+CRfQRUCkw5gJIeNFQHdN6BAd9UVA9ohJyPoGRkCMJOqT3xdGQBIQIezOKEZAHSkiDgg5RkCytUHT+khGQFXyN5exWEZAfk02uydnRkAmzx0NuHRGQMUureA9gkZA5tBwjDqPRkA2JEdctpxGQJ/tSeMDrUZA2TLG9xW+RkBqrjnfTdBGQOp/tcXH4UZAVoGWUqfxRkCbwM+zMwFHQGaTk+4rEUdAY8to0tkfR0ALl0KB9StHQPnxRGb5NUdA6VCEasQ9R0AxN0F8h0VHQIG4RF3OTEdA56VO3dxRR0BG0iAxfFNHQBOYp+xoU0dAtAQdTbVQR0DgonbkxEtHQMpxVw8mRUdAvBRHMrA8R0BBBelINDNHQKKCv0DaKUdAs7IrEOQfR0BvcqBc5BVHQM3kK6Z9C0dAlmTq5AoCR0ApXSFkmPhGQIp+76VG7kZAPND7ohrkRkBR4ZITg9pGQII9C434z0ZAnfChnpvERkBJs1GAI7dGQM7BI10BqUZAc95ko1GYRkCXo+gez4ZGQBFIrtl3dUZAcr/nWXxiRkAALe7w4E5GQOJNxl9aPEZAdvcxFwMpRkADqTXXhhZGQHYXxM6oBUZATte8q731RUC1jweUe+dFQLIBEM5i2EVA38WZNBTIRUD7IckEbrdFQP5x9KWOpUVAcuANDvqSRUBJx+W98H9FQF4IBVcFbEVAXfGHb8FYRUBdaNG4D0VFQNmzDDNcMUVAz2BXDNseRUBuvh/ppg5FQF/jjJguAUVAQ6glb1L0REALfR/JyOhEQOWxSsaw3URA+ULTqL/RRECvWvUTMcREQIQDQcmFtURA9O6IZ5OlREDULyk9/ZJEQGCWpVvDfkRAdnUT0hhoREB/pQetJVFEQCq7mo31OURANgP6Q4ciREBmmOtvxAxEQDAk2kdB+ENA1h9cmzLlQ0C2mfYnFtNDQGwnp7pdw0NApbga0b20Q0CjB7Xx16ZDQEo37ZPEmUNA2l3hXvqMQ0DV2J0xC4BDQIVB9vKHc0NAkH22DgBmQ0AFpzZ5aldDQGna4KCgSENAK9S7d/c6Q0CcTmNioTBDQJmE5E4AKUNASvWJHV8jQ0BZ5Hi+vx5DQL/A4XtWGkNAtmRYZKwWQ0Cu9uzQ6QpDQNfH4wQuCENAXxfeAcYFQ0DxwDeuPwRDQCCyMcOzBUNAwQPk0kUJQ0CLrDZQEw5DQO81nup+E0NAj1TyexUZQ0C+ZO52nh5DQHDdWwJUJUNAqQryYzUtQ0CTfJKjhTRDQMcjeSd0OkNAZk1c6RA+Q0C7X8B6GkJDQJJtp0D6RUNATAO8gcVHQ0AYS6wuM0dDQAXZ19fSRUNASSNI/+hFQ0DexxkCeUdDQDn3Hs9MSENA+0/+Lg5IQ0AsZil2CkdDQKBX1L8ORkNAIB5yj1xGQ0BvQFZokEZDQPw1JrBtRkNAqBHekwdHQ0BfDk5Ti0ZDQG1y5vSsSENA4VFcbQ1MQ0DmDHAdEk9DQK1C47rHUUNAr9p+tOlVQ0B7tFxHQVpDQNjqWGrVXUNA82GSPqJiQ0B/mT4MPWdDQI++mhGxbENABE4sOK1yQ0DCnG+SWXlDQISbU9mdf0NAoREoCgmHQ0BvSf0FdZBDQDgAsvD/mUNAOxasHiekQ0DhXSQek65DQO68UpXBuUNA1WY3IgXFQ0AA+1mbYtFDQF+LXxm+3kNA577TUTXsQ0BsZLJCTPpDQDmXEbguCURA7uUtoC0ZREBukL8odSlEQOfR6sw0O0RAE9UqpR9NREAjoR9cfl9EQJpMNg99ckRAhTErjkWIREBKKmnj355EQJpMXv9etERA9vmKyt3KREASK09i4+FEQBuhPiAw+ERAsxaJK84ORUBp/UNvXyRFQKmPgzcSOEVA/ibH0rpKRUAwPmzpW1xFQAgWWz4ub0VA8OHvjHKDRUD+FTn9IphFQBE81pgArkVA4k2VzxvERUBZsLgFiNpFQPATFLyC8kVAnu1XDvwIRkBfBYSIgx9GQMaYzcgPNUZAfZzZ7IFIRkD6wmqEqVlGQEymXc5saEZAJlz9/bN2RkCxIqpifYJGQMFXqab0jEZAPotsV3yXRkAvnjn7haJGQPc0elK7rkZA1wBxV+q7RkAb81uUm8pGQL79uTem2UZAhCoYbZDqRkC7MnBBl/tGQJNdUH4oDEdAWCXx9EMcR0DKr1qiGilHQHOs+V7pM0dA9Vz+4wo9R0B2fvKp00NHQGYQSXdjR0dAdk1D1NBJR0B6Z2OjhUtHQEvYy/viTUdAe8doilROR0A6qn0Ez0xHQA6FMLWvS0dAMSwg7dFJR0AJCce7rEdHQBI1zxWIREdAqmJHgShAR0DWBjB8QzlHQN+nm/GaMUdArNXk/R0oR0B2NDQCaR1HQE1VUgxHFEdAA7ll6eMLR0DmnNYajQRHQLvN0mOL/EZAb8U66aj0RkDKs5zD6uxGQHy0m54l5EZAd/YMnn7ZRkBB/0MAP85GQEI2TWe6w0ZAGuhIvPC5RkDyr8mo4rBGQBMJDkZCqEZAc82HXJSgRkAj1WhLsZpGQHcJDrVlmEZAisZOwcaYRkApUbiJpJlGQJk625Wnm0ZAtp5AReadRkB/SL9EuKFGQNZFmF5vpUZA12ik9sGnRkC2UzDLj6hGQIlersNpqkZAzLViLJmuRkCTNYdxiLNGQBPeb1MIt0ZAHSQxvtu3RkDLNq8DubhGQFV45cLMuEZAxk2OxLW3RkBvovmzDrdGQBrICiEZtEZAIM29uoOvRkCib+jsdatGQE2hbxu9pkZAw/FJWc2fRkBb0QHXqplGQEB4fOdjkUZAXqCaUhGIRkCezH6uun5GQO4o6czNdUZAjSjGFGVvRkCZuzbL8mpGQPOVHeVoaEZA4KFeIuxmRkDxLp+Ko2RGQByoUKrZYkZAJdspE9VgRkABVgYNJl9GQHcuuBOUXkZAPJ16y2tfRkDBxFakj2FGQCWbwKoQZUZAqsVeVONoRkD6e6WuvmxGQHSn4a5rcEZAxaj2jklyRkBXqWnuCXNGQNwA0IjQckZArpPstxNyRkBfCYpMYXBGQJ5bG86kbkZAKqh61yhsRkAlB+0r4mlGQMn8j83MZ0ZA8FGnyUNlRkC7MS7H72FGQFAhgoExX0ZAYyJ0a55cRkBP3huV11lGQHEcUFQnV0ZA40jjsblVRkD78gU7aVRGQEJrq90nU0ZAMuM5E35RRkALdh6N4k9GQPCC/gEATkZAq/2JXCdNRkD+Fgtat0xGQGHhQ8WhS0ZAp6UZjDhLRkDP+ckXAktGQJLxsYfeS0ZAjR/756xNRkCdlO381E9GQC57Uu1aUkZAtbWH1dlURkAKR5K5QVlGQLeoR97aXkZA+rM3gLtkRkDhzW9EO2tGQJKrrSQCckZAE0awlwx5RkC6O0fD0IBGQLlsCKFGikZA8PLrWXGURkDzO/zN7Z5GQEeOmyRjqkZANdplUUS3RkDOXvAhTsZGQO/7zkEj10ZAsHjodUXpRkBehyFYnv1GQCfplC3SE0dAn6I3hywqR0AvfoP+VkBHQEIFp/dPVUdAtYHLy/trR0B8JLwezoRHQIk7a8IwnUdAHBMek2y2R0CHIuZa8c9HQHspMam96kdAhKqwtS0GSEBCtIShOiFIQEuKFRj5OkhA30gpV81USEDUCqrrim5IQOZAaSPdhkhAvX9U0xqeSEBsLtQkyLNIQBzKv64mykhAxE4lKy7gSECqLz4HhfVIQLd/ow6CCklAnv7afdYfSUAsJdo05DNJQFYFFsUCR0lANUaVXuJYSUCNKACMp2pJQLSQDdAUfElABHDPsuWLSUCdPVntMplJQKABK+5PpElAHSTZI3euSUA82BL3kbZJQHnekxWOvUlAK930GhLESUB5YigJZslJQJYnHE49zklAZpayq2bTSUC592g/vdlJQJ09XSrO30lAk3eCDd3jSUCvzGja1uZJQKDJXzMJ6UlA1McULz/rSUCP3A3i/etJQDwZM8nJ6klAj44os8jpSUASl4w0XelJQHV0+coH60lAR+P9IavuSUCXKhrp+/JJQLc8PT2z+UlAuTCkgaADSkCa/KzprQ1KQDd3DFRLGkpAY8hhL0cnSkBBKS/mejNKQF4jGOjaPkpAWhWdjVFISkAONLpvA1BKQOvcjSfWVkpAkABIb09eSkCL2QdIaGdKQFXV9n3HcEpAaUmHNct6SkAtPTmkB4RKQJzxTKBEjEpAx5/4QFmUSkC34q6bo5pKQHr4sa1Hn0pAhITg95mjSkBr5leHLKdKQOIUTTL0qkpAQ8sHKievSkCiZBz6zbNKQImahtC5t0pAvUpTH1+7SkAah/OdyL9KQBXDCrkixEpAMbuCPlPISkBOl+hnhMtKQLuqPZdFzkpAxkPxRXzQSkC6P77vYNNKQDyrlhX/1EpARZjCLbjWSkCfXZwoRtlKQLT1id263EpA3LUE0PPfSkAVYl985uNKQHrdLXqo6EpASsnXvSztSkC90144OfFKQKO3StfH9UpA7XHnqXz4SkCO5vBt3fhKQGVP5lTS+EpAFJM/fRH4SkBQ4T//YvdKQJqzEHzS9UpA0uPU08XzSkCFhk5BjvFKQMm/Q0/v7kpAHM6kuRztSkBlOENXDetKQKY0sKEz6kpAZRB3gq3oSkC2Kqi0kOZKQGcN4Mfl5EpA0pnWYeDiSkDNh/XrWd9KQG+qVXC32UpAc6nrsX/TSkDSsJK1cM5KQK2pXUJpyUpApQ+D8dfBSkBy0kwfS7pKQANd3fs7sUpAVeqxpsqlSkBlnX1BHJhKQMm5zqIZiEpAmXbJnDt2SkAuhpPW52RKQN08YOLQUkpAWrruIaM/SkCkBq3O9itKQFmToh46GEpAUkUzb+UESkD21JKkpfFJQIkcvejg3ElA6nHdSeHESUACS1aBdKtJQDOLBZqqkElAdgkYgdJ1SUDKwL/OXFxJQIbbPe16QUlA2vOmaHMlSUBd9oW2jglJQNe6YytF7UhAir9eec7QSEAswPfZSbFIQOXtySRBjkhAOryg0vZqSEAzFjMuIkhIQHRkbQBxJEhA6p8V4aQBSEBLFSyAD99HQKbOb2gIvkdAgYF1O1icR0AkOiAEUXtHQEIRWTgQWkdA3C1PRbE5R0BMkOyUIhpHQBYJvX2A/EZAOcncaXHhRkDt1Ls9ecpGQIv7p032tkZAC3B5m66mRkD+lobT7JdGQNs/MicwjEZAuWQYdzuDRkD5vU2BwH5GQN7+dAHvfEZAcGonryR9RkB8TGIJJYBGQMUshMr+hkZAsjKMXNCORkDWKHd7L5hGQOwErx3Sn0ZAwJyCZ7CnRkAl6ZgCZLBGQIS79PETukZAtajjuSTERkCSVp2VQ9BGQM+kqx0b3kZAhFq4/4zuRkBG/1z2BgFHQIKqXU4ZFEdAsaljFqsoR0D+7rI/+j1HQMLJiGseVEdAXPCWZZZoR0D71QyxfXpHQIfX08JOi0dANCtW39CcR0A8PkNb3q5HQGOwfwP5v0dAHvG0WBPPR0AJgMoamN5HQN5x2Mg27UdAFu2IXLP7R0DrXmhT/glIQNtaV6RDFkhAVOkysY0fSEC0dXQFlSVIQFs0uiGfKkhAnfFywy0vSEDtcLTdVTRIQNaNtl+sOUhAnI5OHv0ySECjID9XdjpIQCpSYkOTQkhAtpsPZYZLSEDD7AIyhlVIQI358uKRYEhAFGaCSzdsSEBjOy/BlnhIQE8oBaCHhEhAvrACFoaPSEADSRfSjppIQOMhzhoOp0hAahyHYOm1SEDDUfCUosRIQNt/gkgi00hASPLuD2LiSEDL+Qhq2/JIQNrYV5DcA0lACRSutwUVSUCimxKtNSZJQE/VdBEeOElAGIyBr0FLSUCc05bws15JQE/e0QTrcklAFx+8l6yFSUCSfTxxwpVJQD2xp6MBpElAirLDVK6ySUDuwIjlj8JJQNpM8amG0ElAf9IM9T7cSUAp+929dOdJQH0gzvVN8klAzamLn4P8SUDQItW7TwZKQFXDqvsIE0pAUQbIuYsiSkAj+3/FWTJKQC767iAKREpAHQcFZWxXSkChvoiMz2xKQE9B9B8zhkpAKHA3E2OfSkCwKXcRV7dKQJ1bqoAd0EpAnhAV48PpSkClFQ9+ygRLQOeedaUSIktACsepEHNBS0AX+SuM2GFLQDE5fRk2hktA2OLmWKmtS0Ce+4n/2tZLQKM3uyn8AkxAcdOIYXswTED78UEnq1xMQNsK+RCTikxAyV4IJSO4TEATSru8BuVMQD9ETRAMFE1Aq6gfE4FETUDbQqbVcnhNQIPJjnOtsE1ATXnthSjsTUDEtLkcQypOQCDc9p7maU5AmeTNIkqpTkAwSf1OLehOQFCamEeoJU9AtL4dl3pkT0CrJFE206RPQOibusDL5U9AMseeH00TUEASSPg4HzVQQBelCRvNVVBABjaYXHx1UEAy4I/CZJJQQJWeXVohrVBAvyO6DJHFUEAqCHDqXtxQQPR7/vHA8FBAX3FkEf8CUUDRitGDsxJRQNLCfYLqIVFAIH5bOrIwUUDUkqhBUT1RQDFZ0o0kSFFA5w036ZNRUUC9VcgIqllRQCKrvOn6YFFABOO8cZVmUUAqMH5QlWpRQFbcVOfkbVFAUVMXYZtvUUD9l2scE3FRQMr8G0EhclFAs4N/0h9zUUDTLC+AaHNRQOObq7Rpc1FAQe8zGCJzUUDfVR7UHXRRQB2GGfv6dFFANLimZIZ1UUAOgTknuHVRQBxOyr+2dlFAPbhGhW53UUDlYtq8indRQPo2H0b/dVFAIzuV4EBzUUAhiwoXiG9RQAJAZ5EmbFFAS2skgwBoUUCzgBTXuGNRQPRuodk/YFFAvHArsoNeUUC2KxkDWl5RQAYlRHWnXlFA4N3jt+NeUUDJ08+lwV5RQDMt//8HXlFAwdM54rdXUUAmh7WqjlVRQBukLcFNU1FA1mAohVtRUUDSm0VFBU9RQKrWltk9TFFAT2FE+fpIUUAQ0WRh2kRRQNwot090QFFAxkk0/dc7UUB9B5JdPjZRQG+Jnfl8L1FASjKUEewnUUCG/oH+lSBRQJAwksswGVFAS7Ry/9ARUUCHqqIKywpRQOAEiZSLA1FAT06K82T8UEBcAmpRa/VQQLGK0ENG7lBAgeBi4NLmUEArca9DLd9QQMf5c3du11BAkQk360fQUEBhcz0ZjspQQBIW36GcxFBA8F1uqvm+UEDM+LfMgblQQPpLkTMCtVBACMN+P+CxUEB/LpQN+69QQCrKd3air1BAVoGnew6wUEAdxZYdT7BQQC1UzcNqr1BASpy/oH6uUEA0cVAAoq1QQKX5S6RzrFBALXhv4iGrUECsOyzZSalQQAWNacKzplBAOclNkrKlUECjYAjGYKVQQP+LZszbpFBAFGEzWhCkUEAE6tfVX6JQQMpYnrXXn1BAOwXtq3ucUECUba3QRJhQQKuBA7yYklBA/2/cROaMUEA0Q5DE24dQQGHZQvclg1BA3rnmkcp+UEBlz+9vi3tQQIDWCJcleVBA1ilp1Kl4UEDO+JTSYXlQQMLB7/gyelBAvpo4BXN6UEDMbshmTHtQQJJ7AWkefFBAvKX1oQ58UEDeFwMDZntQQKfABkGRelBAu/wVkQZ6UEDKNIPgmnpQQBx5OnpQe1BAnmfUXN57UEC+/YI8HnxQQIsB8foCfVBA7B9SPF9+UECsNipnSn9QQER+ZC2GgVBAJ9C1tziFUEAZm+BnGotQQETN2y/9klBA5Nl0a/GcUEC21HKovqhQQCBtdg+JtlBAUlSaeGrGUEBOEByxNNdQQIw9dnEO6lBAO6Pzr/v9UEAPprmLwRRRQJDxIEZ4LVFADdPHZqlHUUCOGrlYgmJRQGdErE08flFAF0qVoVybUUB5BdYeirlRQC0HEJiI11FAVSKZe3f2UUAliK5H7RVSQFyDQbL0NlJASmfcaXpYUkCNcR5gjXtSQMATo4jan1JAKH3jX9KjUkCDdJkhbKZSQCLZUFm1qFJAPeC297PMUkCaP0VFAdBSQOLL4Gpr0lJAuMuiZ1PUUkBBJjAKSPlSQFn1rf/W/VJA26R9XGEnU0A12Vr+oi5TQDZJRpMzNlNA8ljKpbc+U0CVSTCz7EdTQE8TBbhxUVNA33BjPcJaU0B7LgoMImRTQNIROrDCk1NA8HHziXrEU0CtZmhIkvVTQGgGxI9QAlRA951JnWg1VEAXwvtzKGlUQDCVc7xtnVRAzGzbNPDRVEDQ91r73QZVQN+t7mQoPFVAKf8hY+9xVUBcckD+5oNVQBbsD4otllVAPPKryfmoVUCXYBFTmuFVQBRNmImhGlZAg08uFrpTVkBkJbZZ341WQDO8jB53yVZAy2ALMUkGV0AhcgZpqkNXQIWxcAwygVdARjSKX/a+V0AzYD9oK/1XQGiNIjLmO1hAbtINcpJ6WEDPE0CaablYQO2wWQov+FhAyx+UtRo3WUAiZnaFHXZZQMAlHyzwtVlAKa/+ujD2WUCpADX6lDZaQKapPP+kdlpA+2ceQsG2WkAugXu8svZaQL9p2LRENltAsNtsDs11W0B3AORLY7VbQDO7eFa29FtAtq3oUE00XEDfXTWgBHRcQPxtMvMPtFxAAxoThqn0XEAANzgjNjZdQJgf35nxd11AGf6E2K+5XUBh86hYY/tdQJMfJBx6PV5A3ABsZCyAXkCXtPJJhMNeQLj6IdXsBl9AE0ApLXFKX0DOOuAoxY5fQO4b+yuz019AjUL0Jk8MYEA3/czEdS5gQNFJp6YDUGBAZok6vBpxYEAf+K+gspFgQEbDzP3JsWBAF/t1Ei/RYEAJQK6VG/BgQOuXX+6NDmFAU1Os7w8tYUD1NGsEMkthQNfluqoaaWFAyXxwFtqGYUAYUf85iKRhQA3Jo6RJwmFAlCiru9jfYUAcJbxM5vxhQM+tGBjXGWJAFUquodQ2YkCJ+kuwiFNiQKsqY+fUb2JAZD0zLNGLYkDbqhRdj6diQGf9DKPzwmJAFEaMy/XdYkBYC1chrvhiQF2LEIzKEmNAkpJhS38sY0C/9Ajx4UVjQKnC+3gDX2NAYWLT+RN4Y0B5uUGVlZFjQCYiTIxCqmNA+CbmW6XCY0DJkwHVldpjQAG6Q7ge8mNAO/bvBpQJZECKBGb/FiFkQPWvu4WwOGRAJ4NAC/RPZEBmqbvlHWdkQE07jjOefmRAIZgLxcCVZEAGhycolKtkQEZDLJ4LwGRADnP5f4HTZEAwzN/KAOZkQMbfFKK592RA8LtKhXr+ZEDW6GTRNgVlQAL8NN9SDGVASVO3cYodZUDisvQEqiRlQBMPSOmgK2VAi0witHIyZUBHScfwuEJlQOpPJIAISWVAmavprIJYZUBaIlNkVV5lQGlZI4PzY2VAAwOi0FZpZUBov5kweG5lQEzWJ9+cc2VAMEsP5lp4ZUAGQGDonHxlQI5FasxNiWVAdmDoe36VZUCrxFp5iaFlQEKoUNZnpGVABAjVx8KvZUCco+CG3rplQItwDsSsxWVAbc7iBGjQZUDyS5a499plQKVw+DF+5WVA6IImENjvZUCsh+QVqfFlQG9wNC1W82VAktkJbOv0ZUCk4ZlxJP5lQLtY+VC+BmZAwrYOHdIOZkBbY3Fo6xVmQPZPkj+CHGZAonJAficjZkA/JG1+zilmQEsgiTKTMGZAup9TIXo3ZkB1az9Sez5mQMxaJkjdRWZA0RIrMalNZkCDiL/9ylVmQOvHz7jYXWZAfPv2/sZlZkCydQd+nG1mQCxosgJedWZAsOtlNAp9ZkCnG8SylIRmQOMA1ksajGZAIwGq/+aTZkBssLsdwJtmQATR2ORdo2ZAjJ7N0L2qZkC3dINZBbJmQIwT7RZHuWZAB66lfT7AZkBqtWFz68ZmQHXVSAdWzWZAxud3i6LTZkAWTlnv1dlmQLTJjGwQ4GZAvOtbMUbmZkBZm8OHdexmQLkD99p38mZA9nEdWZ/4ZkAKUPDG1P5mQOv4E+OtBGdAUy2tJDkKZ0DwTKGWrQ9nQO1PQrDQFGdAFtGzeIYZZ0AOgY+m5B1nQEyWAYMxImdAPuidwHAmZ0DPtXUVwypnQKyopOAGL2dAFrzvhyczZ0ARD4OLjDdnQI4EIvEaPGdA5iiEW8dAZ0BQ6wpuaEVnQIVeZDE7SmdA1AAy0gpPZ0DShBTCnVNnQIdjCF0OWGdAvsVIc35cZ0AkgyfDEWFnQOOAu8qvZWdA84E/aUJqZ0ASYcBxvG5nQIMa1E4Pc2dA4UEa9xN3Z0BWmqVk2XpnQPx/EL1bfmdAXA4KCa2BZ0DPXIhH44RnQCLsHuYGiGdANfGmYyuLZ0A7dms+Co5nQNwPPGrdkGdAkYN06F2TZ0Dv/C9E45VnQAQqu38TmGdAK8hVyfGZZ0ANwC9yYJtnQNl+L3ganGdAEG77OUGcZ0AHIT4Y9ptnQB5OaMzRmmdA6yN0NEiYZ0DCpOqyrJRnQPvsJsXWj2dAEU5Z+v6JZ0Btvg0xrINnQEkfQ5tjfGdAvBGIhZV0Z0B8fkwcHG1nQJlQ5KqZZWdAwmvIr1deZ0CBMyIh8FZnQD1jSw1lT2dAymQP2SJIZ0CUeTQlk0FnQL9rMRuZO2dAa1El5BI2Z0Bx/1WRGDFnQFq+vTYhLWdAohdyg7IpZ0DPpMeZCydnQCOx2JrJJGdAjuvmpfsiZ0BR83lxgCFnQAuM1fYjIGdA8duu7DgfZ0DmYNZSpB5nQM5kcLk7HmdA9yyvVYAeZ0DHd//YAh9nQHfe2RriH2dAb6tZTU0hZ0CsAaOp/SJnQLKit/u0JGdAo+9bvCImZ0DsPdoa5CZnQAOFzCWcJmdAQKVWX3IlZ0D1eCDfviNnQENUuRecIWdA+oqfTnQfZ0DrVSZPex1nQLe+aAyMHGdADWac5zIdZ0CMYnjqKx9nQOfyekSSIWdAEVUxlqcjZ0Auy1jWyiVnQD8No5TaJ2dA/yJscOcpZ0B8UgN3EytnQG25m8/2KmdAdgem6ikqZ0BnZvLMIihnQOIZHajoJWdArQtcVJAjZ0BT2XXdKyFnQAK4EFEJH2dATbVRkqQdZ0AQbQRxSRxnQIrLekD4GmdAVmHDHpwZZ0Bra//NnBhnQI8m7Uu3F2dAlSRxkg8XZ0DPuf3YwRZnQK4b6e0EF2dAdAFPPP4XZ0DVXAuedhpnQH16CrRdHmdAhz3fej8jZ0BWjVhfMClnQGKSv7HCL2dAZoBcmnc2Z0A9+sco2T1nQN0B2iTRRWdAgJngSYxNZ0ANoTXhKlVnQOHwgVRzXWdAq8PaTk9mZ0DsQTVxm29nQKsOVIJ8eWdALr9BdLSDZ0Bz1Klooo5nQCDxuMUpmmdAFjgzxTOmZ0BBuL5Gr7JnQNzkNPfSv2dAoKEtJg7OZ0B5MY83od5nQG2BtVdY8mdA5OUpWS4KaEAXlYMkaiZoQMYxM7vaRmhASbiVblttaECae26H2ZpoQO/pgvmQz2hAxIDa7/cKaUCtth6Tqk1pQJq+Kofhl2lA6f4r0JnnaUCVGyfPBTpqQOvHnrzCjWpAV2XT3mXjakDSKiGt0TprQOVSDidFQWtAaB2nethHa0AQugZ4IKNrQA+RvKUBAGxA4XGtS6FgbECpOQtIi8dsQMTmDfi0M21ARCI/caKjbUCEJlHA7xZuQKYmDG0cjm5AAnAsVZ4Ib0AOJ61ANIZvQAt6B5nfA3BAHAkjBh5GcEBj3fZg04lwQDdK+3Dnz3BAhFL0lw4ZcUCJpZYMBmVxQJKffN6rs3FApH4XGUYFckD0RXp5v1lyQKe//UQqsXJAaXRlrO4Kc0BY67IAdWZzQCxLcVflw3NAMNK6wkwjdEA8hJUaZ4R0QNog4al25nRAbNnJDexIdUBjITJAZKt1QL//HCXZDXZA7y4xk/FvdkAp7wf3FNF2QGZmFfx3MHdA1P+yvRiOd0CNgDs1sOl3QKpWlk9UQ3hAiKlYEMaaeECfzfVpA/B4QPzsW3MbQ3lAJho2vziUeUADDcEMseN5QKpH3xatMXpAYSYLBwR+ekBvXViF98h6QATUAnacEntA1p4MVsNae0Cn0AUSqaF7QKwtQYyf53tAQj9tNs4sfECpFWGfkHF8QK+590g6tnxAAwU6YtH8fECvI64T0UV9QOJvdAjckH1AKzNa5qLdfUDdfBpJ/yt+QJeaO3B3e35AwWq8lnvLfkCo1ZEYDRp/QBhSS6zdZn9A6c21+2Gyf0DF+SdZpvx/QOlFTRjcIoBAwr5wdctGgEDUBV4JWGqAQP3qzPeejYBAADLkEYawgEAh9qcBRdOAQBiegs269YBA9V/SCvIXgUDHsAsG6jmBQOSjnHSOW4FAlNKYa8p8gUC5URy21J2BQMPHJ9alvoFAFy/jsSPfgUD7eB4EN/+BQDwjiOYGH4JAVAsgYK4+gkCMIFPQJV6CQPwDw5FNfYJApSZF1xycgkAp2qwta7qCQFpTPlEy2IJAeecAloX1gkB+wMroUBKDQE0+ymWmLoNAMP4+VrhKg0DNIOszb2aDQDmPvRzNgYNAs0Lj4Oicg0COS+IVxLeDQIIveKRM0oNAY3fyQYHsg0BauMTUawaEQHiZl+McIIRATw8j4645hEAPncW3DVOEQAt2rwo7bIRAS7po+0iFhEBOOZaoSJ6EQOvaXu/Lt4RAMNuaXcDRhEBIErhjm+uEQLXp1EVJBYVAtTHiEnwehUADCGS2GTeFQHXDeFYjT4VAKkUOVDBmhUDAJMwidHuFQIIBP/yvjoVAJ5JL+weghUBHyz3OOq+FQE0Pe4xIvIVAsn9F26rHhUBXnfIsCdKFQMWDFAu224VA/TWygZPkhUAzlepHqeyFQD1zkYlD6IVAE17e85vjhUBTWcAr+emFQMc4jCOU74VAH4na/d7zhUBP8+ZoTfaFQBspXDwT94VAxqe/FKb2hUDruu/8EvWFQLyJIcxR8oVAsj74X4nuhUBEgzQMy+mFQGIJma7u44VAW3AKxS7dhUC3VnN4ftWFQPmgf/aFzIVAjYe54BfChUCXO7q2NraFQGwOKxwhqYVAzSF5yBabhUAgGgGhpIuFQGr7u4T0eoVAWnLI7iFphUAVW2lLOVaFQPnDhzFJQoVAclesSlcthUBdMDYF+RaFQBKrZY8FAIVAhy8BFazohEAdWr45L9GEQMJ95Em7uYRAMVz86HuihED64HEVs4uEQO/u3S98dYRAlSmdMOdfhEBOu+uy+kqEQH52iI+pNoRAhK8oy+4ihEDW3MSq2Q+EQHVC1T5g/YNAoXtumYDrg0DTGFIoPdqDQAui+uuLyYNAzPWXnWS5g0DL1umqtKmDQGJ7r5V9moNAhe7DLb+Lg0Avrfmsen2DQF/hvXSeb4NAkjeM0hRig0DJbNIkz1SDQL4a7WitR4NAspVrHag5g0C16m87eCqDQFCAZ4Y6GoNA4+SUlPIIg0DpK9Axr/aCQNVt60uG44JAa/wiaaPPgkBn2W+3HbyCQN20BpkxqYJAj6uaabSWgkBWJoOemISCQBA7eqDhcoJAOg3QE4dhgkAj1EJEcFCCQJ+6t96WP4JAhhYURvYugkA3aGqNgR6CQLq2w581DoJAfQ98WwL+gUCrOAFs0+2BQCpoNCyt3YFAN94ii5fNgUBvL2a3ib2BQJuNL0+GrYFATAKlpJudgUCx/7ZL142BQECfp+k0foFAaSct9JNugUA7w+z82l6BQN4fLjUdT4FAjBwipWU/gUAsLOHgqi+BQKKa2Rf3H4FA48a/W1MQgUDUrDQA0QCBQE0YfnGE8YBAYtd4IGDigEANbigZYNOAQL7CNf+JxIBAe3PViNq1gEDjSw1UTqeAQNjCK7fYmIBAHVYHNW6KgEAKcpG+BHyAQD0IWpyPbYBAa4Rv+A1fgEDVWjC9hFCAQM4WaabrQYBAVjbQ6jYzgECT6LI3VSSAQGsFgVilFIBA41gtsSMEgECFpuBa0OV/QNfOXmCdwX9AYw3a68qbf0DPVMpvc3R/QDpAdu2OS39AsUApV/Ygf0DT2Dvs5PV+QIQQ2QOeyn5ANxsibx6ffkBBEOXRsXN+QMEyEc5iSH5A9FmFaUgdfkBAUlCxgPJ9QJl+7QUUyH1AGUhX1giefUBCCwDkYHR9QNKWRIEfS31ADj82Ri4ifUDMUdhRg/l8QO0Catcu0XxAtzLqPiqpfECRE1qyf4F8QF1FJM9DWnxAj8a3pWQzfEDXQOPg1wx8QKN+S1qp5ntAzH5RRc3Ae0Df+WcoS5t7QGa+MLIedntAPYPVSD5Re0Cqgad7qix7QEMiCnhQCHtAk84ydhzkekBGFD7XGcB6QHL2BvTbm3pA8Sy8q9R2ekCBmzvhAFJ6QOD8+kwkLXpA52JZn1kIekBNog9gvuN5QH2OKKZMv3lAZTTUy/2aeUC28qwfvXd5QOrmuadPVHlAqors/7oweUD6Vk9ewwx5QFOhoS8p6HhAED8V2fTCeEDz3WjZNZ14QJe0ycMvd3hAgrztngNReECmeZRI0ip4QDw0psrBBHhAI8vJlR3fd0DNOClK4Ll3QDsHZhXalHdABwCj0hFwd0C2LGtiWUt3QDYl7WeJJndAx/ZNJJ0Bd0ChBnRMqdx2QBePIFint3ZAd3aGHZmSdkCByaSkWm12QMrofNPgR3ZAPmiIRTAidkBlXbTPV/x1QHL+SCZ81nVAJMeePZawdUDlfMlPnIp1QMxKz+OgZHVA3ICLAcU+dUDVTuh52xh1QHkwhPv+8nRA7YJf7CHNdEC5f2R+I6d0QMULlU/6gHRA2SB8KsdadECHMwrnVjR0QG1JgmTaDXRAKhur+zjnc0Agq6aBj8BzQMRLj63imXNAEC6QpnJzc0DvXPI5Fk1zQAFeJtOvJnNA3YSrY1gAc0AWSoBuLtpyQPX7nksxtHJAxc+jvR2OckDgIp13+mdyQN1e7i/BQXJAgDCSO2obckC0x66X8fRxQFmuBUZOznFAhD6DF5uncUA7o3KmB4FxQLUVKL2GWnFAh6N4LcozcUB6z0zdAQ1xQJR9zvMr5nBAAXyHTzy/cEB3/bMtH5hwQP/zChmQcHBAFrjTIKpIcEA5jL8+oCBwQJ2/mgmQ8G9A5NWIaEyfb0Btxq7ZuE1vQLuMJrrs+25ARuCxODGqbkCUf03cW1huQFs2M2psBm5A4OrP2nG0bUDEOLrRN2JtQBzeguq+D21ALlF8Vu+8bEB18MZiymlsQKpj9gWVFmxAv5GKklXDa0BrXXrvJHBrQE7cBsJwHWtAkvWZYXnLakChpDzG+XlqQAV62l42KWpA10uthC7ZaUA+elXa+4lpQA1mbgDZO2lAtOdRamfuaEBO43AgQ6FoQC6b0gMrVGhABvIoQwoHaEA5G1EC/LlnQEBsKE8LbWdApM46ptQfZ0A0HH4cc9JmQBrhh/zrhGZARRh5/MM3ZkBmXV8tAOtlQJQscUGsnmVAIE3HsPZSZUCshb+h8QdlQFFm1ICUvWRAojCqwqpzZEDU3Auf6ylkQPCgLFB04GNA5dNEGjWXY0CvKzcsD05jQBS6aLUCBWNAqYsiJ+u7YkAHIAH/43JiQCk67OAWKmJA4uiLuKHhYUCCGf3QUplhQI7RoXwaUWFA4qX9NxUJYUBcbR5XbcFgQG7sf24pemBABA9pZTwzYEBEr3bdJdlfQGNLIHMmTF9A+Xn3tb6/XkBZEyt1YzReQJKxpeE6ql1A+xG9d3YhXUCUjAqxJZpcQFVA3DQQFFxAR0Zw426PW0BgJpZdLwxbQBU9klFBilpAt0MUS6cJWkC0K5XgaopZQPmDPkmCDFlALRgL8dqPWEA2WGtGQRRYQMV6shGtmldALXDcx50iV0CGg7YV3atWQB+QhydkNlZAxSNCDG7CVUA5UqbumE9VQBxqR7xc3lRAlct0N3RuVEDVQ9AJ6P9TQBo3ZAPgklNAVV59X3snU0Bi6Kghcb1SQNSw2weUVFJAYazo2fPsUUDNwDFOHodRQJbvnvQ4I1FAPeGaeBPBUECKuginSWFQQCau061gA1BAUdtNNuJPT0CPz2QkmJ9OQIfpB1B+9U1A9g6CFL9QTUBdKVZTI7NMQOwVE0MLHExAEOMoNtmMS0DmlZAJATFLQE20OZ97aktABXoC5u8XTED88WQc9ztNQLr2x7Vl1k5A1jQyZxBxUEAmqm/4IbBRQGxWx++WG1NASTMhcXd7VEBxLkH5e+BVQOmg6Hd4SldA1vCKpzy6WEBnWRT+Hy5aQLNejBwIpVtAhblHaWEfXUBqInCDvZxeQBMIeleUDmBAQarn77/QYEDgyIoUeZRhQPtSQ9plWWJAIhJB0zggY0By1CndFOhjQIJs/e2csWRAgCmoGkl8ZUA060MjsUdmQAwPtrEYFGdAxyXL5KfhZ0AeMpR2arBoQLFgBz9VgGlAHks9wwBRakDxnLHBxyJrQOrTAaKT9WtAvMyllAfJbEAgS/jnWp1tQMUIzUHfcW5AoNtei9xGb0AVCBjeEA5wQIVEgDHyeHBAEvPf7RLkcEAtki0va09xQFUfzSbNunFAqpG1qj0mckAbeSzsxZFyQHvQzjZr/XJAD4Jop0lpc0CDkNbzSdVzQCRkecciQXRAR2VSFS6tdECLe+CHkBl1QHA0Dqt0hnVAXVUj4dzzdUDt2cZlWGF2QISHJsnQznZAjMeOxnY8d0D/fT7Srqp3QG0h65AyGXhA8740KJOHeEBmIdFQ8vV4QPKzc8/2Y3lAhFiP9prReUBzchMC4j56QIWsiz0FrHpAzeUdwuAYe0BiHIry04V7QJuCDHbR8ntAcnnJG+dffEDpgJ0nTM18QB+26woPO31A+w0yE9CofUCVSeouwhZ+QKcW0aiXhH5A4o87bDXyfkDpI4A2vl9/QHrT1xxtzX9A/G6f93sdgEATDvibQlSAQD+9Mw3WioBAVMAHwyzBgEBA7eQZO/eAQLcCoRPcLIFATmQWc/JhgUClhBY2npaBQBKRmtDYyoFAblr9vKr+gUDORedIGTKCQCxkTRdEZYJAW6MLlFaYgkDWjPytNsuCQOu1STIG/oJA5AcpBqQwg0BMwR4VG2ODQOe8FCCJlYNARTsUHszHg0Cg7IkV4/mDQPDLPnr8K4RA7LSeP/5dhEDTmr8lEJCEQMADAfdlwoRAML5cqc30hECUdBe0fyeFQNrRW0CKWoVAaVAGYOeNhUD+j29pjsGFQMwjXNdq9YVAN60Sz18phkAEjwYDk12GQGKinv4dkoZAJqKXfNzGhkCECHbgrvuGQB/tfNGQMIdAgDZEiJ9lh0DVItCM2JqHQKG+RQUa0IdAYJ3wnh0FiECqvZyT3jmIQORxH2KIbohAQ0Yh5CqjiEDOh1NFlteIQIc9+5zTC4lAGhdKTPA/iUCHsKpqM3GJQKfawm+NmYlAJmhugt+6iUCpZcZZDtWJQLspWnoq6IlARc0XFnn0iUAMKGoo1vmJQB/MZq7a+YlAkB8wDpj7iUAcCOwZ8vyJQADUBzH2/YlA8TZ/cY/+iUCJb0jx9/6JQFZnhj1f/4lAA45dWrb/iUDp/a+j/P+JQO9DPlk8AIpALT11qH8AikC5vyVUygCKQL32/c42AYpAORGLpZ8BikAm6IT7QwKKQGmGW28EA4pAbYJG2uoDikD2OR9e/gSKQHK0T/5CBopA+Zj3MrMHikDxAfXuNQmKQHf9X2XGCopAsyw4/XgMikAb0OX2MQ6KQF1KlecIEIpAq30iVA4SikDLyqXmMBSKQJBaXu6RFopArBVeqS4ZikDr1gQ3EhyKQO889uAxH4pA4Ix/1YgiikB9+R50DiaKQMOCyMe9KYpABev7ro8tikBRzC68izGKQFxSn1SaNYpAxpJ8OMk5ikBiDmhTFT6KQFFQIe2RQopAQzK+OSBHikCbLY8YskuKQMby3pw0UIpAHJO9Aa5UikCk8wXHUVmKQNCysFItXopA8eqLO0BjikAZpcakU2iKQIc/qFN+bYpAO8cnjdtyikAb6Zv/XniKQNdr7LovfopAXUnrX0OEikCDn7vqhYqKQIPccM3ZkIpAehBwUlyXikA1aWqu6p2KQAKtwB6CpIpAnfhuER6rikC9NWH6qLGKQBykiqQauIpALG+idbW+ikAzVepBS8WKQNPgwcsBzIpAUFxvhMbSikCG2yqmqNmKQBX0YRiM4IpAPK7BN47nikC8DhMmjO6KQB8p2Mmq9YpAJ7CKxgL9ikCE6nIBogSLQPatZ+CxDItAgrCmhDYVi0CTSGKYDh6LQIb+QAdMJ4tAnk4mn+4wi0Ap2Clt5TqLQIo2pTkbRYtAOzt9Om5Pi0AryoOm+lmLQEuRiJSdZItASsZramxvi0Cfr1aTVnqLQG4dAvNChYtAlAUN3E2Qi0B/KR3zd5uLQIZoiF2apotALCyP3LWxi0CGBQ54rryLQDF168dnx4tAdzF9YAzSi0ChS11+ctyLQHQWpeOC5otAXiGda07wi0BAhHup0PmLQDp80TYUA4xAGlgczz4MjEAe6iEpMBWMQJKIKMzDHYxA64YViCYmjEDDlG39YS6MQCf3OBF0NoxAu6gVNT4+jEC+dzpYt0WMQLQbPdUQTYxA3SVXt2VUjEDRbmUVsFuMQCP4EozUYoxAgYAZ3MZpjEBmnJ5Cs3CMQOKxDFt9d4xA3tZh+C1+jEBreb5nrYSMQMRg/NPpioxAhLF2pwuRjEBV/OHP/5aMQDoU9inHnIxA9LpCVGaijECxeq5976eMQKP5kWlYrYxAY45iDpOyjEDJ2ai8obeMQKEZHW2HvIxA657BJEDBjEB01PFUusWMQLYdUOT2yYxAeZ5tCujNjEBD8zJPp9GMQGpzZI4s1YxATyLLS1vYjEBjbXv7HtuMQBJT/qGA3YxAyvPRqHHfjEAzqOk8/eCMQMQd3fMu4oxAFVyZmAPjjEC8xXWfbOOMQDOdl9d144xAQp8QgiXjjECC9ExRmeKMQGfN7WvQ4YxAfJJhDbvgjEDhpDflIt+MQLI44PBO3YxAQoIneDbbjEAKHaMv0tiMQGdJqmbv1YxAPcldIsvSjECHggkkRM+MQALfhHx0y4xA2/dKmHTHjEDeurneLMOMQMyA5XSXvoxAVgBwR8m5jEC0o5Yk7rSMQEKx1RDvr4xA7503PKKqjEDf0uOrIaWMQP0pLG57n4xA3LDUAr2ZjEBiTYYb45OMQM4o0e3XjYxATtlYn5eHjED31dDAO4GMQHlgac+oeoxAQ0HsyM9zjED7ga9egWyMQH0ok7LmZIxAcGC9viBdjEDK0Ve1HVWMQORqXuTXTIxAng2YW2lEjEDlleHtyDuMQAptRb0IM4xA6il98BEqjEBlRvy1yyCMQHdARGVjF4xAhLlBn8oNjED2yZjFEgSMQMplmodB+otA4ytxqjbwi0B8KnJwCuaLQIe06i6r24tAzanR8CzRi0Au9f4WmMaLQACku02vu4tAt9mPko2wi0DiM6t1PaWLQDuOoMPAmYtAKa0lckeOi0CwFFMQxoKLQJ2r9REbd4tAp2iu0o9ri0ANZI97BGCLQOaoICJtVItAscmnJ+lIi0CgnXW8Oj2LQBWyuvthMYtA/dfjnjQli0CO+N7NoBiLQB78TOvLC4tAsqaejeD+ikAlgcOX8fGKQLdRuiDk5IpAEwm5aI/XikBqTvpeP8qKQGZakwXpvIpABmurAZqvikCGpkJqO6KKQIe+TTStlIpA/yUcAsuGikBjqcui63iKQObuGVzMaopAQKP39ItcikDes/fmME6KQOCyPwzMP4pAsj3NxFwxikAid52e8SKKQJXE+/B+FIpA07c+yAUGikDmhmVPfveJQB1hOcPo6IlAq8UttFjaiUCx2XZf6MuJQEBlP2VvvYlAgxGG3SGviUA6Nt4DFKGJQPtjJNAbk4lAjJEZ52WFiUCeDfh94XeJQMfbOxN9aolA1LDbAk1diUCRyg25P1CJQKlfFa0rQ4lAlBNwaBc2iUDB75sE4CiJQPPFDwuxG4lAal2pFEsOiUBhgKgxfACJQGwy9NZk8ohADTYYvg/kiEBclxqDd9WIQJTMhrPBxohAzbw5erW3iEBmeA5wiKiIQDkJPCeTmYhAnOOAEpWKiEDG/HsLh3uIQNZBbVCHbIhAjqS9AZJdiEAe/q604U6IQGdovRFaQIhAWtA9g8IxiEBLR2WDTyOIQE70xE4cFYhAa1PORAwHiEBWk98nOfmHQKK3bFer64dAWaeCSojeh0BtqSLD3dGHQJpu52OpxYdAH9P9xiS6h0DVhWMvtq+HQEsmg3ULpodABZV5+S6dh0BR8fx4TpWHQFVjGHKfjodAvw7Po6yIh0BH6Rrho4OHQIB2aPFjf4dAWsKXUNl7h0Df5x6SO3mHQGd28WVXd4dA1vqLKiJ2h0BqJzyi43WHQCBwMjypdodA97d9F6F4h0CQ6p1n/3uHQD/chce3gIdAqYcWyMWGh0DDdPVf/Y2HQBk0S+9elodADtoJvBGgh0DcNmiMwKqHQEcrxtg2todAxRlMt2PCh0CaKKRfas+HQF/iAq9e3YdAflx9nxDsh0Bug1k9Z/uHQAeISsyPC4hAoTFKZTMciECvuFwJcS2IQKt9YfspP4hAVcBSRHlRiEAjOCasMGSIQGbMn07+dohAlssXl8GJiECEVNOtgJyIQGRQYHN7r4hAtrIYBvfCiEB+7of85NaIQC5bx0aF64hAT4PvL/wAiUBZepQANheJQD8ot1mILolAbjS2WaZGiUCBSBMZal+JQOyMEUy4eIlApCViaiqSiUAA592esKuJQMIglV1mxYlAkBc4AereiUBz9TvJYviJQF6ZWlLBEYpA6TrdDuEqikDJ3iD7G0SKQM12WE1TXYpAJqTtZZN2ikCDTxon5I+KQCOmcyZDqYpAyXnoEr3CikCOPsKwSdyKQMnEfFT99YpA/AlTZBEQi0DV5hZcRSqLQAo59fOTRItA4CSZUiZfi0BXrw2SpHmLQGmxPNYLlItA1UMhOqiui0D+04J7JcmLQFqpgvyw44tAuhAvSOz9i0D6TL5KChiMQGnXqJAHMoxAWhnLrdhLjECfAHqCOGWMQGV67VCFfoxASSXxlqyXjEBBqSOsBbGMQBQeomuxyoxAwL1llnzkjEBKlrJh5f2MQH3YAQJVF41Ali06XaQwjUDUy2fmf0mNQBnbp3QkYo1A8rEr9nt6jUCtRctKqZKNQEXl2FDJqo1AUYyRatTCjUCGzFwru9qNQLOp8nac8o1AiXXZEXMKjkCwCEkY9SGOQOv/2HYWOY5A6b9CbF1QjkCN8wO082eOQMNdHSanf45ANnlgfn+XjkAEli/Gha+OQG8zPE/Ax45ApXLLnjngjkDP5nHspPiOQJPME0mjEI9AFK/6Brwoj0CZBwc+BkGPQIb4qAQgWY9ABA319QNxj0A10i2zw4iPQBUATDyLoI9ALKiGjoa4j0AZCw13JtCPQE5VmlBw549AAuYiQtr+j0BV29NFKwuQQBJancXXFpBAtDZcNkUikEAf56oEjy2QQL9AHB+/OJBA3tZj/Z9DkECOBawnGE6QQAwQ8+g0WJBAXDasSuVhkEC7yBlFLGuQQM14GYwrdJBAeoNSyfR8kEB49C34pYWQQGYhO/lIjpBARWWzvtWWkEAjxM6QSJ+QQKthtiPlp5BAI3uUH4CwkEBKUR3j5biQQO4g5v8HwZBApuC1BM3IkECVvABjD9CQQBfhX7Lx1pBAVCpyg0jdkEAPkv0EHeOQQCZqRtdx6JBAGrXhYzrtkEA8eWQ1o/GQQDMwO+m+9ZBAatzvH6D5kECmF95PTP2QQAMdN56uAJFAvkBIgssDkUCL97h8sQaRQEJvtC89CZFAR33ACqsLkUC/dgOh7w2RQBo93ZELEJFAkeYtYPIRkUDuks5u0xORQMHbxo27FZFALC/kC80XkUCTA/JN+BmRQHT15EkSHJFApk5mhQoekUBFiG1C5h+RQF2Y9t2AIZFA8lnlScEikUBUh6sQsCORQMX1eX4+JJFAdVyM6H4kkUAP6RSaeiSRQDNiSY5FJJFAi0U3TfYjkUA0CeXVpSORQBTG+T5LI5FAwXpAt/gikUAZuldiqyKRQJrkvdVqIpFA6xXCkDMikUBy7GKx+CGRQLxu+MrGIZFAL1lEIK8hkUArCh9DsiGRQGspw//NIZFAF2B7GuMhkUBksY2y5yGRQPzFIL/oIZFAyods/NwhkUBwYRnDpyGRQJetHkxJIZFATPQhULcgkUDVh+QHLyCRQA8FIZjEH5FAcY1V2FIfkUCz+LuDzR6RQHlJf91eHpFAfsnaYCMekUCrDVU0+x2RQLzwQ7vNHZFAlbQujZcdkUD1aDJWhB2RQB4QfoV/HZFAvl6Z6XMdkUA3LvKdTB2RQICNSq/0HJFAnoQgD5EckUAdKh5sRRyRQDV692TWG5FAuSKuNFUbkUBUKb7n3xqRQEFv07JzGpFAfOzSghIakUBWbCSMpxmRQMYCfYpGGZFADATygegYkUCFaENakBiRQEpcEeBQGJFAnwQaAhQYkUDEn0EE/heRQLGwryUAGJFA6kqL5dQXkUCQvxUaiReRQM6eO3ZDF5FADzPseAAXkUCG6rm/whaRQKVtOsB2FpFApQ7kzjEWkUBfxm4YHBaRQFt+sS45FpFAUXC5OToWkUCCvlkKCxaRQNvEJrTJFZFAj5oaRZcVkUBRAQ5/YRWRQMVedUUUFZFAv9tnIMUUkUDHZvx2jxSRQAnufntcFJFAMEpwhAwUkUAcYdVnpBORQBmJYIk7E5FAZoaZv+ESkUANeCHXYhKRQLGEeiS3EZFAIBZhSfcQkUC6Nm+/KBCRQJVjNwdLD5FAo0rP7HQOkUBxyWgwjA2RQA0wxD9yDJFAjMz9gCkLkUArKHghhwmRQP5JyOuIB5FAlrX+HzQFkUCvlt3jdwKRQGyGk9k+/5BAZmhV7Jf7kEAyaHrEiPeQQNMhD/Ar85BAq6kSw5nukEDFTMR00umQQEbtVBK05JBApWjcdXrfkECUMq30MNqQQAPDNe7M1JBAt2+jwk/PkED/VdRGssmQQAjQSUwGxJBAzGCmcD++kEB1+rIXZbiQQNybk5ZxspBAPz9Rl2KskEAhVEupPqaQQDnX0Jn9n5BADRYYq4iZkEC9CUzH55KQQPLr+G4sjJBA+qRSFFeFkEC1ehphZn6QQDEUrplQd5BAaPOXPhdwkECnl+po1GiQQHKQvzCUYZBAW6edB05akEBA1B0K+VKQQB345nyfS5BAxWW+WFVEkECaE5rNBD2QQAyz3W3ANZBAmv6ouycukEDFpaop7SWQQMPEs2W+HZBAznJ1cYYVkEBEcnsVPg2QQAW/StD9BJBAmcQ5PHr5j0BM2Ze31uiPQLTnDLOm2Y9As2sQuq/Kj0CC3OWcjLuPQOIb32cyrI9AG9NlW52cj0DVEp0j9oyPQML3IrsbfY9Afn0+KUptj0DhoMNhp12PQIoPTCW+TY9A6v+QKbs9j0BvgLcm/C2PQFrZ1DxeHo9A4mVD0uYOj0B1VqPUh/+OQOTP7p/5745Aolcv5nPgjkDiM4GLUtGOQJZrDbxHwo5A+tLxqT2zjkCtA50xRaSOQNX0I6pmlY5ACaXOA5iGjkDWhP5IqneOQJfuujbBaI5A3cA6U/tZjkAUFzvyPkuOQLYlq7WfPI5AVEGM9fotjkBcVh1ZTB+OQGWoJvLrEI5AW3an4pgCjkDuGe3SNfSNQGT2ol2w5Y1A/59ZXerWjUCOJ6Sv98eNQJ37vfMNuY1Ai2mr3uGpjUDSu+y7rZqNQJKey7VBi41AZpztoI97jUCLKEvk42uNQDCvpS0jXI1A+g+pQnVMjUC6mDkj+zyNQLlQO/tdLY1AQRVTYNQdjUCXwY/MoQ6NQDS170eT/4xA7jGPbrTwjEANOgED0OGMQF9DtuTj0oxAVNShwyvEjEAAtbIWjbWMQAf3hIDupoxANPLX5xqYjEBjQS1X8oiMQOSrg86oeYxAFjAJXh9qjEALTYruPFqMQOpVG3VFSoxA14wjfhA6jEDZ+WNEuymMQL/rc4DwGIxAssSjPOUHjEDQ1fmn6/aLQP+GN9z55YtApfgPhfXUi0DQ5zUXF8SLQOnrrAcss4tAG7oUR3Oii0CE3MdHAJKLQNVwM5OYgYtAM0ExeFdxi0CbCzNVa2GLQHFZCS+IUYtAFW90149Bi0CNsgP4wDGLQP3F5SfSIYtAKWDeBdIRi0DiuT/nfAGLQL9kncsS8YpAQea0s7/gikAGqPp3W9CKQEo7vhXcv4pADRO0JnSvikAP4l2mGJ+KQFSN7LI7j4pAdPM7W8N/ikCn/+thO3CKQP2oBPGkYIpAIge0hBRRikDmY9odVkGKQERmIaJQMYpAEBxZnwghikDDqpcwqxCKQMbiStCEAIpAMCeXA7jwiUCST2RoUOGJQB/KIGP30YlA54GlD93CiUAEq3XaDLSJQC8E/QKHpYlAX+RBuy6XiUDwFrA0v4iJQH4TSyE2eolAk7yrmZ9riUAyf/yHDV2JQGBMLsBcTolAMY086ks/iUDNDb1rDzCJQOffl7iyIIlAHuMhJ/MRiUAKXahLZASJQA2nTCWl9ohA8nnI9b/oiED2yhM8vNqIQK29wf9azIhAjg+uWcW9iEDdv3Hh4a6IQBkmxM95nohAepVb/K2NiEBPJQAy73yIQE+5qBuBbIhAG+P3sWdciEAMQXr6SkyIQJliOhKZPIhAunV8ZPYsiEBb0zfBax2IQKT8Te92DohABbLR0J3/h0DFQ11G3fCHQDyEYxd24odAEARnM0nUh0DWQwE8XsaHQAwOynjuuIdA1Te+Y76rh0DzuTnhup6HQKJq+l3ykYdAXALb0DaFh0BZk2v2nniHQKwKhPFCbIdAAQv0tANgh0D1Qr/qAlSHQA3FAhkfSIdA0b/RoTM8h0BvE1XuejCHQEI9MJ2eJIdABkRVX5YYh0CQ6GSRwQyHQGlsH6/fAIdAC5l6Axn1hkAWZ/AelemGQGS8C3tR3oZA0A4Bi1PThkBVtdE3u8iGQObDhLL9vYZAHvKdsGKzhkCDQmCo26iGQFQk6PtxnoZAc+AVaT6UhkDqvDsPKIqGQJxPE6Y7gIZAabG385t2hkD1YuaSD22GQKHOBeWTY4ZA/zOdY/pZhkBC+siV8E+GQNznp6HFRYZA/6V6P3Y7hkBwRfuOEDGGQN9sXY6IJoZA/FNsJ+MbhkAxAdEWQhGGQLqRZJjUBoZAW7Bx3qr8hUA/oeCQ6vKFQC8mElpi6YVAO5UNmBnghUDCiR9pE9eFQIYvyUw4zoVA5HzaOqTFhUAz+aU5Kr2FQMD5wowftYVAr1LJUXCthUCjT4jopKWFQKyEZcrJnYVA7/RN2jeWhUCZBPiupI6FQL0ALPkch4VAV87fb1N/hUBR85suJ3eFQGU/fTfxboVAANElJ59mhUBcYCdAL16FQGWXO8q0VYVAYfSztE9NhUDMSJiXkkSFQPqFQJT3O4VA17niAZQzhUB5t0a8liuFQJzshQfAI4VAIce1NngbhUAkbyrfyxKFQF9sCLcxCoVAROzHDWYBhUC9L157XviEQDex1iXM7oRAjbhDH9fkhEBCuK1q2tqEQC5K4djI0IRAnqie/rTGhEDgeQcPubyEQM2AgbwIs4RAZJ5Em5OphEDL+qf5HaCEQEKdR4TIloRAjpUBli+NhEBV3KYMTYOEQHVdZEOReYRAyvGEm/BvhEBBkwXGS2aEQPZgpluRXIRAxz+OrrRShEDRh+IT20iEQMFoZWiyRIRAmbIOS4lAhEA1JYtmpjaEQLgu65zZLIRA9woUaj8jhEBfx2TByxmEQP5oDsNIEIRAgh7QoswGhEAFgXQoYf2DQCd9LEX784NATzMIqnnqg0DFbc1XyOCDQI5xTrvl1oNARasTl+rMg0DH3l1ORcODQP+iQlWkuYNAdLGg6Iqwg0De5gpul6eDQFEPMsOenoNAjv1j59KVg0C+AIU1e42DQJ3FbjnhhINAxfsimld8g0AWoV5rsnODQObRK774aoNAlTDXUD9ig0C3XvoFVlmDQHV29ShbUINAWvctTDRHg0D1xPaM0T2DQLKngrT9M4NAodLXyxMqg0DHpLAivh+DQCPPF+PWFINAxMM/AL8Jg0CdgHpOY/6CQMXKc4/z8oJAQkimi9rngkBYQnVU6NyCQEEGsCcD0oJAYfR+/0nHgkBrotsJg7yCQOGWrT3rsYJAwM5f5o2ngkBsFgGjj52CQI50uvXOk4JA600i3FOKgkBvOcL0AYGCQGU1vJDod4JAse+AHUJvgkDPFKQas2aCQLLV29teXoJAzJK1pzpWgkAxtSv4Uk6CQF0vWHDBRoJAkS+u5E0/gkBLFADz9jeCQD1WP7jRMIJAvAWSM/UpgkCkcRg0eiOCQKmhcEtOHYJAaFsuWlUXgkA96JPniBGCQAhD+MnJC4JAaTSdpBsGgkAcjC8HegCCQOzvCcPc+oFAORzSvWL1gUBO/gT2/O+BQHzewx2B6oFAlDWsewrlgUB7tPuLh9+BQM3FTZz+2YFAVnsjDW/UgUAa4nn3/c6BQPAR55KQyYFAkHEjFj3EgUA4rSog776BQAh10/mXuYFAhPoWIC+0gUAiFtKy3q6BQCvolCKxqYFAu+ir2nGkgUCSvo3nOZ+BQLI04msRmoFAdQfR0PSUgUAWc0Ih/I+BQLs6UuMUi4FA6JM08SiGgUBILOfx/ICBQHxcQmy+e4FAZM9vwpd2gUCBwT5v0XGBQKsHwfMdbYFAocfGwIdogUBAE8yiGGSBQF7/mIfFX4FAjxK8GvdbgUC+FSas51iBQJR1cDkiVoFAyGsVtGRTgUBi7++e2VCBQP6jeSWJToFAFoelO1lMgUDnhNmKUUqBQA9t41V9SIFAR5KYLtJGgUCa/zbjVkWBQCaaC9byQ4FAEQI4mr9CgUCL/bo3xUGBQDYkohe5QIFARW5R79g/gUACqM/yQD+BQM8jZVCzPoFApcmgjho+gUCF7g0xbD2BQDLp5KzQPIFARdV/nWw8gUBxk7ifKzyBQO/zC+CpPIFAYrTuhx49gUDXwfIR4DyBQJo/fDsCPYFAdSoLC3g9gUCzHkz2GT6BQDxfYTb4PoFAcF7y2/o/gUDebnyf9z+BQKaPS7lAQYFApzsY2vdCgUCSTQI/H0WBQPeF4L7QR4FAx0ACD+lKgUBUsIPOVE6BQMZAfhb8UYFAudrFGoBVgUDsIbuhU1mBQLAHMuZdXYFATOmTb7JhgUDHXKqG9mWBQNq4P5RXaoFAn/nTbsVugUCG/qItN3OBQFOeLFKGd4FA92/6x/R7gUBbLjJloICBQHa7QZFehYFAJ4hdtVOKgUCTDsdNm4+BQGbG1dFilYFAnlz5Y0WbgUD+g8QpYKGBQI8HOPzRp4FAMCQmn3qugUDodj2hgLWBQOwCXPepvIFAJ92I46vDgUDJ3J3Ur8qBQCLlAwSi0YFAAsWX953YgUAlsuTWfN+BQAqXCZNn5oFA2OymNV/tgUDo5pMMDvSBQBpSB7l2+oFA9RayEp4AgkBbA34DxAaCQMo6ukG9DIJArTpqyE4SgkD0kQCIvReCQM0EFhEQHYJA/CfFozIigkCR/RZc/SaCQKsk8nxNK4JARAflsYkvgkCOCsgTxjOCQPEzuq3zN4JAkF6J1Pk7gkD1A9p+rj+CQPb5KlBSQ4JAXh8fb6FDgkDYmBO9XUeCQDzLJXVNS4JAvSPjNFJPgkBU62nwRFOCQOPPRUwgV4JAq9nPdvtagkBY9Rpl6V6CQBLlyQ78YoJAJmVyrU1ngkBhx3SR1muCQCtU7NB1cIJAzy1hyiZ1gkA+OPL973mCQMpFhl3EfoJAQqfgjo6DgkALmFvWeoiCQJWjr/BmjYJANzFciF+SgkAzn54smpeCQI6ayLfUnIJAQsQUbf6hgkDXgMgLCqeCQNnzfgcirIJA3wkc2UqxgkDstWC8hLaCQH+CBCvEu4JAlaqixhfBgkDFrj+oocaCQEdFMTxQzIJAHMIgagPSgkC70K+AwNeCQDiowumI3YJA6K3WT0bjgkAmqH8RKOmCQCrU9jQc74JAlT4LJwH1gkDeLhrxuvqCQF+SYZdZAINAB7bhUA0Gg0COhy7VuAuDQHuYJcZPEYNA1I+LQ+sWg0CZty9pfhyDQNwXsyIPIoNAyD5lnJMng0AM8+Dr/SyDQBjRzXhkMoNAA2L4Xcw3g0B+MG/zEj2DQMtBQ4xeQoNAmETdyqFHg0Dj/YW6tEyDQHW1N0jAUYNAZWuuwLRWg0DZRyWil1uDQPtN9iNtYINAKNi3AyRlg0CsAElWx2mDQEvYZheGboNAuYADtlVzg0ASY8GnD3iDQKZT33mAfINAm102uNmAg0BefQ91HIWDQN+S1x0+iYNAVBgroUyNg0BhEsute42DQJ255ENvkYNAS/Fw1EuVg0BdSCSMGJmDQF2tu+TRnINAIqpQ5Figg0B1/Nd7o6ODQMK5F4GtpoNAAhbxS3Spg0DskjrO56uDQFnXffX/rYNAkjk1UF6vg0ApEifTdbCDQEvEwrdNsYNAmTuSTeixg0CPm4wjWbKDQI213xq2soNAhHDHVuuyg0CRnGLA5LKDQKaEIt+rsoNAynlZ3Eqyg0Dm7cwon7GDQKOijua6sINAp1HQ9Zyvg0BStVkLO66DQMijBKPwrINAETM3D42rg0CIvFy82qmDQHT9m2gfqINA5Fef9Bymg0C347je56ODQMgpYLGjoYNAIiw7ClWfg0C4wmAmBJ2DQOPaF/SjmoNAomOemA6Yg0Bh+FzMeJWDQLx7Fkg1k4NA4EtYnh2Rg0DBmp7fzI6DQGZ6Dl1rjINAak7EW/2Jg0CugXg5loeDQFZT0/QUhYNAgyeqeE2Cg0D/RhhuZX+DQJ7Bd5aNfINAT2gj5655g0DzmDCKiXaDQBtbGPMHc4NAZ69Y6wdvg0CazWxkx2qDQMeaAa1IZoNAtsMEXU9ig0A3GgNIEV2DQB3c15tQV4NAdOEBGktRg0D/+nUYTkuDQO4k7xpxRYNAXX6OV6I/g0BBkMtR4jmDQCFVHiMHNINATNoL/QEug0D6+Q9bAyiDQHB2h7omIoNAhwM4YEscg0DBIisldRaDQL7D39/GEINApPq0BlwLg0BP+wExJAaDQJkyLTN5AINAAg04RC36gkD6YfwIj/OCQMxuJcII7YJADg9mbIDmgkBOHSVwH+CCQIoipw+72YJA9Rq4o4DTgkCktltlHc6CQDrk1YEMyYJA0x2CR0rEgkB9nL+Pj7+CQPPhWS0Zu4JANAi8m5m2gkD99cFM+7GCQNqgdiSArYJAucjEbxapgkAK/dblcaSCQKxGOsWCn4JAwF9KSG6agkCdJDbnIZWCQOwYtSn0j4JArQ77PbGKgkCRHoqsVYWCQIrYUp/5f4JAUY/pmLR6gkBPSZ7cg3WCQNwKX1MjcIJA1t/5nKhqgkDUJ5PzG2WCQPBAbHyEX4JA331yZpRZgkB+MHiP3lOCQBNJGakiToJA/XZ/yCNIgkCgaYjiKEKCQFyHbSEZPIJA/t+Od/A1gkDPO/3ivS+CQCKNRZaPKYJAfkb2QBojgkDOdALlThyCQMYVWOurFYJAlV41ZhIPgkAM6txwawiCQJFlXM/iAYJAIJBOG1v7gUAH4KRB+PSBQFLcHYmd7oFAU5K3mj3ogUBNziA78eGBQGJkeLL/24FAklCBzJzWgUAOsjPGqNGBQAKj6F4czYFA3+lUM/bIgUBZNqLYQ8WBQGOkI6MvwoFAhu7r6qy/gUDb4aHYtb2BQJMDIz07vIFAZ3QMm/K6gUCmS/2skbmBQP/vIcNquIFAS+vfYKC3gUAG/ffSELeBQEaYeU2XtoFAcBw0LyK2gUDtzNtk7LWBQPOD9l3LtYFAC23QPsa1gUDkY1k1ubWBQOD7qsyRtYFA1Q9bRHm1gUCfLldSebWBQPQ+DB4jtYFAvou0ItW0gUCyhyZde7SBQJoy3Xjxs4FA3KToXo2zgUDyXeQPK7OBQB2kKAG9soFAg8QMw0OygUBhOws85bGBQIEVPpJ+sYFA8rbpA1exgUB0PTBYHrGBQI71WVS1sIFAgilkMDywgUCceyoR7a+BQN7B/Vqzr4FApSt/BYivgUDemriyU6+BQNMqCa5Kr4FAlYT6pKmvgUANUyDkaLCBQA6/lOFbsYFAhLM46I6ygUCQygWZFbSBQHKv4RYjtoFArRvMpeK4gUD1zrOrJ7yBQJOqGwnsv4FAF2s35nTEgUCwfEZJuMmBQDte6Qasz4FASocqFDPWgUAjIcaRH92BQAXbHyhU5IFAYEuhUbnrgUDwYWILWvOBQJNGbN1f+4FA0zCxGKIDgkBdr8hm3wuCQIzKXikYFIJA+ZIXo4McgkD9XoA+JCWCQBX1DurmLYJARpLdob42gkAB4yHqkz+CQDwhkxI2SYJAtgNAPMtTgkBSMG3HtV6CQJSBvbu2aYJAqzw+zN1sgkAZ8P+xFXCCQOoukS+Ye4JAyT4IixSHgkBazXOy1JGCQOxlJf1gnIJAvpnM0M6mgkCQ6uOxW7GCQJXDXaHku4JACKlO1OfGgkAqDhwqYNKCQOPV61L13YJAf/bFC8XpgkAqY2V6zvWCQHD2EaQ0AoNAacdbkfUOg0CKM/DQOhyDQJZFj2uhKYNAS91iQDs3g0CZ22yVGEWDQKRb9cRxU4NAtsz6mANig0DH1O8m53CDQPRk/dNjgINAEMKjTVSQg0BzolgnvqCDQB/OEueHsYNA0D6mOePCg0Bep45NQ9SDQM3W3BPq5YNAlWrDK0j4g0B+eV7WAAuEQCRBtcv+HYRA53DElVcxhEDIhXZJykSEQPjt5xhdWIRA96pfGVZshEAzf4OGrICEQHaX8xv2lIRAMf56Ex+phEAnGMBdWb2EQGjRm2iK0YRANRbn5s7lhEDmGW5fFvqEQLIZjPS3DoVAS2WIjaIjhUAeGFp11ziFQJmcyoP7TYVAUAo9U+FihUChtbSkZHeFQLfZ1kiji4VAeeidOqOfhUC74M0wQrOFQAFruQhYxoVATnQ6MSnOhUDeWM/yluCFQPtgoom18oVA7jfjzd0EhkCblO8JSheGQOeBuXLEKYZAS2atVgg8hkBPSLshMU6GQFg2d49XYIZAC2zMPKFyhkBCRljF6nqGQJvOlYhFg4ZARlzsCaWLhkA9G+yhBZ6GQC1Pyz7LpoZAjXG4KNGvhkBx+XHGErmGQBWqYEGrwoZAFdkvtTTWhkC7UlzYDeqGQDf9CU8V/oZACQHnVSASh0DrQqk+FSaHQKHkugoOOodAueRyg9JNh0CK4oIaPWGHQFgrLCtrdIdAq863+VCHh0Ba9x6tNJqHQKVeBtwmrYdA/uU2fPi/h0BXNRjFrdKHQDNRZCeB5YdAFFRPQWn4h0DhQLNCTguIQLNUQ7XOHYhAjng/290viEDqqnWVYEGIQLPamJq3UohAXty2CqFjiEDowfP7W3SIQDdEY429hIhAl89XINiUiED36w4YqKSIQDColpINtIhA3XLWpsTCiED0/ZvXLdGIQEV5o4Pg3ohAUYEkIdLriEBC6RIjHviIQDQ5FvigA4lAEfJrinoOiUCNub2PGRmJQBiSqEqYI4lAuRjRFOotiUCe69HoMziJQDZP6p2eQolARQWqiNdMiUDp0/xX9VaJQN81wu7iYIlANxvsc19qiUCB+oDGh3OJQL8XvGYqfIlAZvPDWkiEiUDGtwlTEIyJQDG98Ea3k4lA4sIzOVSTiUBW6EBD0pKJQBb/asDOmYlAsfiwkaCgiUCYkO9ERqeJQC2q0euyrYlA2ZW55fOziUBXnyA1BrqJQEJ3SwWuv4lA9XZFEMrEiUD9MiTQgMmJQEss3wT1zYlAIVoClfzRiUAgbOrOjdWJQDUoBzvY2IlAMc4k2trbiUD3cPOION6JQMb+j0H/34lA8RXm443hiUBaM6tX9OKJQLccUbvc44lAvlyxE0vkiUDtKuV8dOSJQB8CIjpo5IlASZL3FgbkiUC9ZJVeYeOJQELg2yOF4olAvvIZYFjhiUDuiA7DGuCJQIv/sKWm3olAYi3jjcPciUDJotG6ltqJQAoZcKFV2IlAA0fkWfDViUCdfox6vNOJQM3dD8eU0YlAdgpTRnDPiUCIAGxgJc2JQE74rwS9yolAnodI/lvIiUAHgr3tesWJQCWT96dbwolAITtGXPu+iUD36J2zbruJQAts0YCJt4lAhaGrTXyziUDwtl/6Bq+JQOpto0osqolAiJwmn3OliUB/9CBPqqCJQP7xIgP4m4lAjcsFISuXiUAC63ITQJKJQBIkhqaFjYlA7keZaseLiUBWhHnvHoeJQA8VlryrgolAJYlA1zF+iUAKCVYWs3mJQCWh0ZIZdYlAtpVRRoRwiUC5vtqq2muJQF+dInL1ZolAguithM1hiUDZAsCGGWCJQMMrTsFhXolA5FybDIhciUDuG+Y49laJQIusL/utVIlAp1Am5ltSiUBlOCu0BVCJQEe9U1SaTYlAmtBvp4BHiUCcZjRGWkGJQJY8kW1IO4lA4/AGvFQ1iUC8wazrci+JQOlCZN+PKYlAnYdbpbwjiUBmE1BMKB6JQC/ySzWvGIlASmC1NSMTiUCUJu/7dw2JQP6UT42oB4lAPdSMGt4BiUA6icuc+/uIQNn48kn09YhALgymgdDviEBWk3+joumIQNXH5jG244hAMIJ6JPHdiED2kokCYdiIQHayrcG40ohAGjy/GkjNiEB1MiwS7seIQAprYXqvwohAiWyHyjK9iECLUbz2vreIQMNFTpdmsohASkQ3fC6tiEBFwR8R06eIQGDT8ye+oohA7JM5zP+diEDh/ivBVJmIQDDRq0DslIhAkZlkN7yQiEAasQvpPIyIQNtMMauHh4hAmYbnJb2CiEBsKSsxpX2IQLcix4MveIhAPAyfnZtyiEAyvuw/xWyIQGVfIFinZohAsUPW2bFgiEAnG+V72VqIQNecJepLVYhAYI3kQ7hPiECeYEOVLkqIQDckTIhzRIhAJ7ycmpA+iEB05RI/oTiIQIZbWdFNMohAstBwr64riEDK/WokriSIQNS8EzJ8HYhAgE5CZfsViEA1F5rjRw6IQBSPnWGDBohA0+JqH53+h0DFW9pgo/aHQB8qDKSd7odAOpbBPuLmh0D193zAn9+HQM3yZFZV2IdAzBbKCwDRh0DHY58+F8qHQIGiBii+w4dApcttx5S9h0DN4Z4rabeHQG0VGa1ksYdAt+hUk3yrh0C1prz4cqWHQPUQl19Yn4dAKbUSGGGZh0C9GiluYZOHQEfbLsVejYdAEOPn/WKHh0BwAaz5dIGHQII/4YGKe4dApGnyyo51h0DbHMj8mG+HQDtCqjF3aYdA5miGezhjh0Ad1sxJxVyHQBwWNRI1VodAygDysn5Ph0BJfVHj0UiHQDO+yUcsQodAxXjR2IQ7h0BK37WuOzWHQNKlaswNL4dAbIhBAPQoh0CzBcmV1iKHQJNZaeysHIdAvlYNV4UWh0DH/EGSVRCHQPT8nLotCodAb6f21IkDh0C6dNLS1fyGQLv85+jo9YZAaU6jJAXvhkD+AImEAeiGQDwlXgiS4IZACwEYQnjchkAibieAntSGQFcSG3c5zIZAmOdyc5bDhkB2aR8oyLqGQLsi2XXRsYZAWuuxs8KohkAeYIAHlp+GQPnuskrYmoZAfKcg4TyWhkABgiEtvpGGQEb9ZXLPiIZAdpyF3vp/hkACbIR2r3uGQOQmC+qcd4ZAOdfJh4xzhkAy8gyMeG+GQLM6iW1za4ZAttUunXRnhkDWx2h63l6GQL+jiT8KVoZARU1XunJRhkC8ZxxQ1UyGQIWpHRvDQ4ZAz1HISyE/hkD/q/61dTqGQChw9pThNYZAq6QEUgsthkCvgjxYqSiGQCvKglFCJIZAvEW6lWMbhkAKuJiJAheGQHHN8FmIEoZAz23EMPYNhkAx5aA6TgmGQH/1eDmJBIZA0nn1GMb/hUAsgrvfFPuFQC+bnA159oVAfa2BJVLthUDwJjSvF+SFQHNC3bnP2oVA6WnCNLbRhUAk2qF+cciFQMs7JuYIv4VAGm1+Is61hUAqbmd6lqyFQE87UctGo4VAmEouw86ZhUDg0EPPV5CFQDIAskPYhoVA7R7LFBmChUAStVe9sHiFQNNlqacXb4VAg/jt1WZlhUBHv7RU1luFQAdmLqFJUoVAiMTvyulIhUASJD/+mz+FQFBFxCZ2NoVA4c8WlR0thUBAxV+AlCOFQHev2jK8GYVA+fnhO+4PhUBD23eFIAaFQCgKJcGF/IRAClrrYi3zhEBjL/bm7+mEQIrUl7RG4YRA1sHFBO7YhEBlMW6JBtGEQMQqPZlmyYRALHZ5ASDChEAHHf8SBLuEQPnQC2H/s4RAEqU14RithEDXzxrlLqaEQG6oDjETn4RAxYgJkaSXhEDGPwSdso+EQLmCobmuh4RA9hzSSJd/hEBCuJxpVHeEQH3r+q62boRAwZh1vfFlhEBm2G6uN12EQEbjTXjdWYRA+CHl8W9WhEA2OlCMYE2EQPZDfRECRIRAVBc8aCQ6hEDnCtp0GzCEQIjBhxnaJYRApi1RtoobhEAIvzRtyRCEQM3XO/GbBYRAiO1NC2T6g0Bay1zFEO+DQIGmUnZk44NAbRmvEsXXg0BNJ7pXncyDQEHtl7TOwYNAhse8qHy3g0AZR5qA+K2DQE2vot0KpYNASB/xBbqcg0DU0oH5/JSDQEwY07pfjYNAknZaPeqFg0CQNjIKjX6DQPqADjBTd4NAIzletyZwg0Dm3esiOmmDQPBkRr8gY4NAIG3D2X1cg0BZzbmaXlaDQDWfo3pZUYNAs5tH37xMg0AYRt/ruEiDQMiAFVRGRYNA5MFSqo1Hg0CTRjpu3USDQOc358fwQoNAJoIxOXU+g0ByUjqQATqDQLD/YgrmOINA/cGxJLE4g0AQqKDbezmDQBCooNt7OYNAm6kEZKU+g0D2PzaxbkSDQEwojbIyR4NAEd3J4/RJg0BDTm0b2E+DQKPC+7GRVYNAo8L7sZFVg0Coar/HW1uDQKhqv8dbW4NAqGq/x1tbg0BhdwOfRFiDQErY0rj/WoNAStjSuP9ag0DYr+Gwq2CDQLH3eOqbY4NAiVadalRpg0CJVp1qVGmDQNStKxEHb4NAA8yQURxyg0CjJJADlHeDQJDQj6TSfINA4IN/7dV/g0DWXhKPJ4WDQEoovUdOioNAEiNjNFiPg0BUVMWUXZSDQH4jNLxwmYNAXcOyz2qeg0B2HKYVQqODQCu6BBPnp4NAVN5J8Nmqg0AAl9DBya2DQK8a6VetsINAoZa8d3izg0CvvlbDXbaDQOTSouVQuYNAr+OGgS68g0DXjjsa976DQCvJVKnNwYNAvLrnua/Eg0ChvOfxrceDQIt5gtjHyoNA2cKoQs7Ng0BaSTIM+dCDQDRyppdt1INADbsAxurXg0Dk2tBoYduDQHs0Bxns3oNAS9N71l/ig0AhucET1uWDQFez4LxF6YNAki1Yq8Psg0Buqpj8UvCDQDgte4z284NA1y2xC6/3g0BecJoKZvuDQDKCsBUN/4NARChD0psChEBYJBqYLwaEQEw+5IO/CYRAc3fm7FMNhEDhzOOZ6RCEQOwHh2dPFIRAWe9/abMXhEA7ZiiNERuEQHys1x9sHoRAFAfoHdchhEDCQwDVWiWEQKCu8mMKKYRAeHoU/78shEB5+lLqmjCEQJvymNSiNIRAnLU7YdY4hEB/IKLy6TyEQNeGKIEtQYRA6EMiAW9FhEBBoFELj0mEQNlQkML5SIRA6MyDaE1IhECYxgdAUUyEQCx9fVB/UIRAZni9m9JUhEA9gbusAFmEQFGlBlDwXIRAfv91oMRghEDVl5+n4WSEQF9Coys5aYRAxTN+LoNthEB4ASIeuHGEQCvxj5MddoRASSfCTBZ6hECaXP+oc32EQEgl2UI1gIRAURBLXnOChEAzcixHKoSEQKNkj/5vhYRANJ+8VDWGhEDQtRGimYaEQGSEdJe8hoRA8Ddmoo+GhECDfH0zbYaEQPT62kohhoRAMBf9Gr+FhEDKKSH1T4WEQJvIYPafgYRA2aPioTKBhEDRTen+doCEQEb8lg2qfoRAcqeIRW98hEDj9Wxj9HmEQJk2ch5cd4RA499Xpph0hEBWLyEplXGEQCFKD6mFboRAq8dwFutqhEAaghMdSWeEQJ2T6VPGY4RA4XdTJ4JfhEBUP4x0mFqEQKgD6kXZVoRAR2A/I2hRhEB1+ZvrVUuEQMYcpuDARIRA7Qviiik+hEAHpK8WhzeEQMZ4KijQMIRAzBQj/ukshEAz2r06TCaEQAKCjp/JIoRAsmg+RIofhEDPDQywUhyEQH7VAhIiFoRAtIH9qvAShEC1Gi8V4wyEQPwChabHBoRAr1792JgAhEDHQx8jxv2DQM19BHum94NAezeXEa7xg0ALIXvA0OuDQO+21E8U5oNAgkP3hEzgg0CbHwyrZtqDQPUZDE601INAv3inweLOg0A71LyDI8mDQIrmYWcnw4NAfG7TVRG9g0ClnXAx9baDQAAsSancsINADoHZPO+qg0ClPZ2TEqWDQPS0RZE2n4NA5IBhwHmZg0BdfsQut5ODQDIqdofyjYNAI6LkiDaIg0AmS7gglIKDQEddr3HkfINALU48uR53g0CPBHoQU3GDQKe7Hcy1a4NAMJlE8DJmg0CbKqJwpWCDQKo6/SbnWoNAx+hTdwlVg0B2ujfZME+DQB/GzHRXSYNAnOjlsnFDg0B5fFZMjz2DQOyK1CW7N4NAi5s5Oekxg0BHazWq7iuDQPTmKKUFJoNASZrfUiIgg0BTIv1MOhqDQMKXf3ZnFINAzR0FPM8Og0BTzh2BRwmDQBSryPapA4NAar2K2fH9gkA9uV7UPfiCQHEr20bF8oJAt5Mkp1DtgkCmLZqO9ueCQKueHLWv4oJAtHZza3jdgkA7uUgNLdiCQH6IUCvP0oJAJTx/imDNgkDpnkJ07MeCQLJ9RkdlwoJAN/jg5568gkBHBnXr+baCQG/pSywysYJAWs5YSVyrgkBW+9SoYKWCQMX1c1don4JAM6XlLniZgkAHJajhQJOCQP7QOX4bjYJAChLYjBSHgkAzdmayToGCQCtiBRGoe4JAibhyjBV2gkCOPY8Gm3CCQNQflgYXa4JAKw9DSohlgkB5tCxL8F+CQMxT71GGWoJAV/lY7W1VgkAuVVviflCCQAOniHnHS4JAc8XdYh1HgkCe++QihkKCQC/6CHzIPYJA4s7oGvc4gkCHiiW6BjSCQM85k8gWL4JANaPYA0UqgkDwlCgOKyWCQL5vFBDZH4JAF4FK4DgagkCw7xY7EBSCQMOlEyGvDYJATYRa8fEGgkD07eiH7/+BQPm71QLd+IFATdj0K9nxgUDj5OWX8OqBQEbopIs65IFAZ908IdTdgUA74ailvdeBQMI63qem0YFABYGTWenLgUBS7CmEiMaBQGzXfpBiwYFA1UF/wEy8gUC9YhXcGreBQP9o+HIjsoFAsp6ymEatgUBauhoodaiBQASlPyy4o4FAgm+WsAOfgUBCO1BqfpqBQPEMUag2loFAY2we7QiSgUC9IIm/ro2BQPU7swZHiYFAu3IsUpWEgUCPh0RjwH+BQIo6Yjwxe4FAv6k/AKx2gUCUietJ/nGBQHCEkW8cbYFA3VAt4S5ogUAKsimTTmOBQHpvDqdlXoFADkpCFlxZgUDRjcjwPVSBQE9f1KQLT4FAxioQbe1JgUCARooMvESBQBdnKGRgP4FAIkDGcTg6gUBwwUVTDjWBQAUdD0r0L4FAhFTot+kqgUBDZSEA6yWBQMbi9owXIYFAESchshUcgUCMqmIJAxeBQDGH2J/+EYFAfRFdvgYNgUA+y1KUJQiBQCTKfoFWA4FAKizG/n7+gEAhPtdBkfmAQKx5lOyo9IBAV/ZL/9rvgEAqp1t8LeuAQNihOdVr5oBALdtkAKThgEDdGibb8NyAQDx81+1d2IBA/mTjY/LTgEBTiDpaoc+AQIdkssdRy4BAWoWCsRLHgEDHVvJB5sKAQLv/fTawvoBA5P7skmK6gEC6Pjl+F7aAQHveByeusYBALx4EvUatgECocm1Y76iAQAUhB+GSpIBAwfdyDRuggECprif1mpuAQJrjFc08l4BAw4eGAwKTgEBZe+LFy46AQOeaJNuPioBAZKSgrFuGgEDH+Q7AI4KAQD7wJbHrfYBAZlBlC7t5gEAQ8EH2gXWAQALtSV4ucYBAMNRZgeJsgEDFdo2JfWiAQMpn+AwsZIBATlCxihRggEBD6p/94VuAQIJAUFelV4BAq3BQgmBTgEDdWg41Z0+AQHeun/qFS4BApxtwW81HgEAWzpmtOESAQJJcJ1WDQIBAQnF+f+M8gED9ibtcVjmAQMLQOToJNoBAO+68odEygEBZy3+Iii+AQI1ilXdVLIBAdRFO0S8pgEAL/CK9GSaAQPc/sx3dIoBAI4C9o6cfgED+Si1/dhyAQCnF6+BFGYBADUIXriMWgEDR53Ad0RKAQK9nyrKWD4BAtsBXVXMMgECkiiUkaQmAQFh0XFOKBoBA/M1SRa4DgEBTZ02O4QCAQDNN1gbF/H9AMbInN0j4f0Ad329PmfR/QHPE+f5Y8X9A4aNLx2/uf0B68q5Ru+t/QL5QrZc36X9AK/xj15Pmf0BB1ZlHmON/QEu0IBQK4H9AyxQjxbbbf0CWiVoT8dZ/QEBDmpfu0X9ANafofWzMf0C/4k0XmsV/QJQOaQ3OvX9A7bq/eO61f0CDloK/XK5/QCm8wbd8pn9A6vQHqtGef0AJykHoJZd/QIuKYAJej39AGlSfHpqHf0Bukf4fqH9/QArhIHVmd39A9uDPhtZuf0CjRPE7QWZ/QJQuF2GNXX9AyDLr1D5af0D3l082Nld/QOjttCxsTn9AIfLmm5hFf0B9YciECD1/QCpvoPxENX9ArEL5aOQtf0A2sqUkUSZ/QMOFvthtHn9AMLsdVUAWf0AOtFYp7Q1/QKoGoiC/BX9AO220jW39fkBv/s6sLfV+QBb6X5Mp7X5AZTauuMfkfkDjwmE6sdt+QGSFzLGO0n5AcC1iV3fJfkBc49ecVMB+QJlrRZvStn5AFypiSDayfkC7x0Nj06h+QAjLb4tVn35At8MeJqyVfkDqirEKm4t+QFBqjhI9gX5APRitJqp2fkCo4ef+xWt+QPm384nAYH5AJEu+UH5VfkD7o1Fq4Ul+QHKRU4eyPX5A7k6IoCAxfkDK6pKTeyR+QAQtjlOrF35Aop2R8ugKfkC6SEOw8/19QDhA22tv8X1AzplTbxHlfUAwNcbVi9h9QGbpE4wjzH1ATWETzMu/fUCoI3cI97N9QIvmu29UqH1AIVJiC86cfUDdaTe2iZF9QKOgeZqwhn1AsOLqtsh7fUA2jNW0MnF9QGvHPXYPZ31A3xH3exldfUBZERYSeVN9QPb8wEZJSn1AwiCg7EZBfUCCzZg7mDh9QJT1Uv1vMH1Aq1jzdXsofUDnDedWpCB9QNtvrxRlGX1AwmiEi9USfUCtln/Xqwx9QMlirXqnBn1A7HVtJ9cAfUB85zg/Vft8QHE8iIzZ9XxAJceKubbwfEC568tftet8QOfzAaGT5nxABNu5WinhfECOlfLFm9t8QNOc2hsi1nxAHDFxEjzQfECUwy/8Hsp8QLPG7/W/w3xAqrXdrlK9fEAjzZOIzLZ8QIIM59KBsHxApw7Pg4WqfEBsE4w3pqR8QKbcXtHWnnxA/5Ae0vaYfEAYWVEsNpN8QIMnglhyjXxASCVznemHfECFhkV7hoJ8QHFWUHVvfXxAycUrexV4fEBol4Cks3J8QFwnCApgbXxAhN5R0kFofEBtx4A7OmN8QIkqxKDsXXxAoBd9Wo5YfEDHrvquT1N8QHiB1tsGTnxAQ7NSpcBIfEDLIqOzYEN8QFJlD7w1PnxABWgKCUU5fEBibZ4jJDR8QHn1GtUDL3xAmeN0fwAqfEBBw+fnKCV8QJbIO7IYIHxA1CdarTAbfEBoxJgBWBZ8QInfgxj/EXxAgJIRqiEOfEA8stzUVgp8QLuXBU+TBnxAAUPfnZICfEDz6DWRgP57QGzqeI9T+ntAQzTP7Sf2e0DEAf1mQfJ7QJDp7/NZ7ntAj8w6I2/qe0AWCYNTrOZ7QH0h9Yf+4ntAIQjhWcDhe0AO2gAsdOB7QA/jKuTj3HtAP9w6l4HZe0BddAP/7tV7QNdZIDPF0XtAEh2aR0vNe0DwWVEqyMh7QCKT8pyKxHtArkPbR8LAe0B/UfbT5717QLgxGkJ2untAqtlldsu2e0DhicuGDLN7QGjCe1gDr3tAwkMXwSGre0AK7Vwurqd7QHqpTIdepHtAbNWQ+yehe0AbPNAWCZ57QP3nxccWm3tACyvlwdqZe0D+dClympZ7QFzsypJ2k3tAzxQmwmaQe0DAiOBJbo17QJ3J/PG/intA4ur6XQiKe0ABa7hhMYh7QMJjDOSmhntACShsoWaFe0DB1LTVKIR7QM2LYVdpg3tAGfXPVhKDe0C26uzL0oR7QDABjDPDhHtASiI7raKEe0A4mPdad4R7QLFVSIG5g3tAhHtu186Ce0CB4/io9YF7QMXSVUcXgXtAsYFk30yAe0C3IC24y4F7QOjnLDHggHtA0uMWBwGAe0Dtnmru6X57QHh5kEZifXtAJe/KCet7e0DHAb8VKnp7QPA05vnzd3tAFE8bW6B1e0BIOEgqIXN7QEWhnqtIcHtAm0XN8yZte0CMenzEx2l7QAGC8hALZntAe1UpZQpie0DSVYH+/l17QNBynuumWXtAG6Mh9sRUe0DOtZZp8U97QL/dyjXWSntAKhE/rpdFe0CewBMcPkB7QPNF78rfOntAdvHW8GI1e0AFy567tC97QBnSRcEOKntA8LD6tpkke0AfuhGH6iF7QMTlMxGVHHtA9krn9ncXe0CJ6ZlpWxJ7QN5TMZFIDXtABrWaSDoIe0BW8joDHAN7QD7dXGNtAHtAIwrH7CH7ekDP0PxczvV6QGVAVe128HpA9nMuYjLrekAOCbD2yuV6QFrVglpl4HpA33yusmvdekAWJfFn0dd6QBTzHrHg0XpArw9IuC/MekCGpLLiFMl6QDEQ1rRhw3pAo6Rmz4+9ekDUWZuF8bd6QHLhRqCgsnpAQspyk1OtekBZBED6Xap6QOmIXfJ2p3pAhUFd402iekBxdErKb516QIzyDaWomHpAsF4LHuaTekAbLtV+ZY96QHhHAJXQinpAEkXFiwGGekAgoRzg8YB6QFWE8nLqe3pAQbIrPp12ekAwvVY+wHF6QOoy23rybHpAh1qkDfBqekCIru8AhWV6QJ8+WYwkYHpAvVgC3v5dekBePmToalh6QNN1zAtMVnpAOLe3STNUekDov5TPF1J6QDCJ7Z+LTHpAQdw9PANHekCoHVJNxER6QJciaQRoQnpA9baNIck/ekBy0f0QxTl6QP8Su02jM3pAi2FwyQ4tekCFy6j1MSZ6QBRZnF/5HnpAE5WqWssXekA3PQfYohB6QNWQWhDQDXpAyljH2lgGekBGSjYBTwJ6QICOHkp3+nlABCGqxRfzeUDxtJN9zOt5QPvm/DmO5HlA6B5bAifdeUAOV0/+dtV5QKXUHLF7zXlAS/aReXjFeUC0zRk24cF5QE4pQbnVuXlAgCv5MfmxeUA8JcogUqp5QHvZhaaSonlA6SkUSiKbeUDOpT22FJR5QIpdbPr1jHlAyxGaQ86IeUBBUtJ8N4F5QBR20jj3eXlAQ8DL1g5zeUBmkhmwBXB5QOgJpT86aXlAXfaItl5ieUAwiFcbml55QHtT+e+uV3lAQU+OfHZQeUCEaS+rXUl5QI5GFD1qQnlAvS0h8Lk7eUCmH4su3zR5QKF+PpMELnlA3nvDgS8neUAcQCEYcSN5QAHxXiyXHHlAyKhIdq0VeUCpj0N25g55QIDOosMiCHlA7aMP4GABeUBuPftIxPp4QAtnluky9HhAM81SK5XteECTi3p23+Z4QGNYAG1O4HhA3r/VB+HZeEC2AwWRndN4QOEK9iG4zXhAtXL/3O3HeECo7NcaVMJ4QKJhSczRvHhA2fmJHVK5eEAWLt6GALR4QN1UW1odr3hAJimv3yOqeEB3usYgMqV4QF9BzL7QoXhAUp+JntWceEBtGO5qI5h4QA3EzuwPk3hAwZ5EArqNeECda3uz94t4QEt8ZsCphnhAHUgx9UeBeEAKAS5fsn14QJv74mg1eHhAVy5OqIhyeEDu0rUg4Wx4QO7StSDhbHhA7lYm1QZneECS3IIlP2F4QH+SfnSbW3hAnLdeUPJVeECw1B8/UVJ4QJ5gyaKWTHhADIxoQXdKeEAE4DEshkR4QM9RWVlAPnhApdI89sk3eEBw3Yxv/DR4QLhaBaVdLnhAjAuDWrUqeEBglir11SN4QDLMVfHaHHhAtJyeEhsWeEDk+HrERRN4QOJ42P15EHhAhk2opnAJeEBVdjFJYQV4QJE+9LxNAXhAk2aTTD/6d0DNfQbDM/N3QGHa169m7HdAOAtfGBrmd0AjBELvGuB3QDEbAFZI2ndAalVgPsjWd0Ai++jDyNF3QLGOezbLzHdAPQ34gvrKd0DRwqdw18d3QBCujkchw3dACbpk65LBd0CO5eLLE713QO3DV1u9u3dA7RnqWEq6d0BskvHBuLh3QOjh/40OtHdA/OQELDevd0A8UV7M+Kx3QPfCbw+AqndA98JvD4Cqd0CWl06C8aR3QCycVgWEn3dA77YtrEiad0CKPEFGK5V3QPo/7jKJkHdAG0f5aaaOd0Awf6BVDop3QOItfdb2hndAzvWRebSBd0AiF1MCeH53QMfKvOqPfHdAvhu3NXJ6d0BeuCH+93R3QD0Mgp3XcndAcDgTrkFtd0C9RaRQt2d3QM0EjEgiYndA1m02ekhcd0Dx23zvC1h3QC4/fOgkUndAmfROOFpMd0Az5gPotUp3QK6dcjE2SXdAlwYGxCtDd0BoqH+mO0F3QIrZEbFXP3dANFm2OaA9d0C9ZmMX4Td3QIP0wWoaNndAdkTL+o8vd0B2RMv6jy93QH2JI7aTLXdAHI9ig0And0BIf8tgRCV3QGhYXaX/HndAoCeSpxMZd0B/pvuKKxN3QOwB7eFBDXdAoIt2lFcLd0BD7M/mIgV3QLmfauzt/nZAiQemVu/4dkCywdX5Dvd2QEfWta4K8XZAFhjxgB7vdkB/73AIC+12QNv+n4706nZAv6f8RdnodkBY6oXxlOZ2QA0sYV/U33ZAhElPGtvYdkDEL+OE4tF2QKYvt2BAz3ZAJ245x9vHdkDat9XixsR2QBy7Z75CwXZAl4piXJG9dkA9nDZ5FrV2QLy4TChBsXZAvLhMKEGxdkDyxVmBbah2QAoyfT32o3ZA7ULbeYqfdkBP475QbpZ2QAmlQR/gkXZAjJHv+CSJdkCTo1yRG4B2QJuXspyTd3ZAQBLcSG1vdkCcRIRSU2d2QEhetltxX3ZA5fpTAPxadkBF7xnfqVd2QMa+5GTRT3ZAdtZa/65IdkC+U7QocUF2QEV4KGMyPnZAsgA1yEc3dkB7TItqODB2QJeRUT73K3ZAr7zlrrokdkAENTUl2SF2QJcAx1L9GnZAvgPWTu8UdkAs8jFDhQ92QMzISE7oCnZA8HujrUoGdkCk+zb37wJ2QAXTKTkx/nVAG+6qF378dUAq6FLy+vd1QBnNNydV83VAsR6v9ArudUCILsjO1up1QOlaL36U53VAirOiyYjkdUB/GM1tQOJ1QAWaGVvA33VAod0YxerZdUDPf4tacdN1QDpkuZ8DzXVAJSr1lPnFdUCRThvm2L51QCfDWl8juHVA38ZzLay1dUDe0iKP8651QIOu1fC0qHVArKydiH2idUDiNlmqtqB1QFqd43yCmnVA5rDsMoyUdUCOE1Kl2451QM5lyevoiHVANblDJPiDdUBY9s+4RH51QNRZxcOZeXVAhHVlN1l0dUBsLKd4O3B1QMDXIoxdbHVAJRUD16prdUBrWSWJAWh1QNziDH28Y3VAjQ9IPmpfdUCk8eB7cVt1QCoQAd6rV3VA+8pESbFXdUDIxN9yMFR1QF5QtYMsUXVAlHslHeFOdUDscFKkeEx1QOxwUqR4THVA7HBSpHhMdUD7d8/C10l1QPt3z8LXSXVAakcwMppHdUCrCfton0V1QGDuS02DRHVAeiHM6q9DdUDNCcyLbEJ1QA8gS11EQnVArfOWKd1CdUCqum1sKkV1QAJ7dYI/R3VAYtRlyU9IdUCGO9/nREp1QBrHsNRTTHVAzZbrfzdOdUDwrqaNqU51QKE5/IqVT3VAHwmwN4xPdUDfsUlrHlB1QN+xSWseUHVAntgQzdBPdUCe2BDN0E91QI+QnMNGT3VA4eqhiH9OdUAne55q9k11QFOTHyNyTXVAU5MfI3JNdUAL/Eg4OE11QIZvbhYGTXVA1fS44ZBMdUAXzUW+8Et1QPV5NZq1SnVA9Xk1mrVKdUD1eTWatUp1QPV5NZq1SnVAc/rnTaVJdUDr1BIif0h1QKZhtRhRSHVAAj4hNBJHdUD6Kb7WNEd1QKJvgEqERXVA3KArW/9DdUCs0/Rx2kF1QKzT9HHaQXVArNP0cdpBdUAGuiAKLEJ1QAa6IAosQnVAhE/Hw98/dUB5fHYG5j11QMqO4gdXO3VAtQH0FcA4dUAlpnR6WDZ1QF7UWTHbM3VA3ECbKewzdUC72Pi1ATR1QOEOHE8eNHVAaOh1OvQwdUCYUE/6pS11QPBjRDEQKnVApOWbTa8mdUBYbBHFkCJ1QNFjccM1HnVA1P0NwtUYdUBWaNgspxN1QG/TO8NrDnVAFcPFzbUJdUDk5gPdbAV1QHcDGdcJAnVAVwl7ANL9dECofZh3lvl0QMbSsccw9XRA09oA2tjvdEDIjs4mG+p0QPWWOEeT53RA67ecq0fldECWJ8SygOF0QJWGsnCE23RAOfYKPXDVdEBHexpBMM90QDpqTzwnyXRAODMvpbHHdECBr4+lwMN0QBtfeLscwHRAG194uxzAdEA+iWwb0L50QKxaMpTDvXRAaSgVDhG9dEB9UNTAF710QOJQjs1EuXRAx0SGEfe1dEDguz7uQ7J0QBe3MWmVsXRAMDY3p9qwdEAtq9I0B6x0QH0JOk61qnRA7dC09WCpdEDS2AQBCah0QJkgAFNrpnRA1lroNmugdEBdmSgcLp50QBCuCYvrm3RAXUHnQNSXdEA1XY/Ag5V0QDVdj8CDlXRAu8YqLCyTdEDyRKaPHY90QPJEpo8dj3RAp6+dEb2MdECJd5K+b4h0QCjOc6zBgXRANEI2G1F/dEBkHo3Su3x0QCG+7cEsdXRAWE+QThltdEDM0GgKpGh0QMzQaAqkaHRAHDEmeY5gdEATYIEbeFh0QBNggRt4WHRAE2CBG3hYdEDyuZlcXFR0QP2KT3e7UHRAaohx9dlMdEByfAi0Kkl0QGkVYDUrRXRACZWA1RZBdEAsYN+HOz10QAtKyO+9NHRA2zJEjRAvdECZ9SBAMSV0QNyCqRTCHnRAiRAz95kUdEDewthnSgp0QDDolyXG/3NALtX5gVz1c0BG16NG9+tzQCmmXp6S4nNAjFWwwkfZc0D1598Kk89zQE7q79bIy3NAyVXBMDXCc0Cy5vij6r5zQKPeIWdTtnNAA6tRc0quc0Cxpb3876tzQFo+FBIJqnNAk0U/oxioc0BPh7YVtqVzQOr1e7xeo3NAvAvCZsygc0BNURMeuphzQCOkQb5BkHNA6bKEfbeMc0AmJYP5Q4lzQGQbklGHhXNAGorrSTJ9c0C6HCd9THVzQMUorp0UcnNAfCrp9opqc0DSr+sfA2hzQF09r44SYXNADJm+J8FZc0AtA5dRVVJzQGEX4OIcT3NAQ/tylEtMc0AtX2FFyklzQIHTqLBvR3NAwnEbKG1Bc0A6LBA1jjtzQHgavUJANnNAGNbFbGwxc0DdG1ff/yxzQJepqn2HKHNATAkiCbAnc0Bi2GyeFCdzQAybUMJ6JnNAyYzksaAic0BV4aHhkB5zQIryrcWHG3NAUWukIagYc0AIyJWi3RRzQPfJ32MsEXNAL8CEaLkNc0BitR9gAApzQCT3r+MZBnNAWQ0f47MBc0BhuHF2S/1yQOVlO0Op+HJAP02Iogv0ckDHOOhAU+9yQAZhEBub6nJAoXjz1ijmckCRQWxseuFyQBt4n31X33JABDjLs0jdckDX/9DX1dpyQLkiBUwc2HJAd8tvyNTVckAJFMZd+dNyQC8SDE8n0nJA4Om/yRzSckA4X6a8BtByQBlOmqzPzXJAmbWR5w7OckCZtZHnDs5yQJm1kecOznJAmbWR5w7OckCZtZHnDs5yQOcWP6Day3JAqcQREnzJckCg3jxMMcdyQKDePEwxx3JAoN48TDHHckAcXz44HMVyQBxfPjgcxXJAHF8+OBzFckAcXz44HMVyQBxfPjgcxXJA6hi/9f/CckDqGL/1/8JyQOoYv/X/wnJA7HD10eDAckDscPXR4MByQOxw9dHgwHJA7HD10eDAckC6fDeKFL9yQLp8N4oUv3JAunw3ihS/ckBFmFEbMb1yQFJ/qlRKu3JAUn+qVEq7ckBSf6pUSrtyQPshkHejuXJAkP6ktSS4ckBbmEWy9bZyQF6C86+Qt3JAiySTKeu1ckB1qSJsQ7RyQAc8eA//tHJABzx4D/+0ckCLqzM8XrNyQPraPK5dsnJAmMXPvt+xckD6cnvWgrFyQMytDMTUsnJAzK0MxNSyckD7FS+tV7FyQOohhAO/r3JA6iGEA7+vckBW8tsqCK5yQFby2yoIrnJAlelYeVKuckAYx1z0Da1yQGknFJv9rXJALxS1DmWvckDPYbVv37ByQFuFtAaJsnJAsNI4kZO0ckCv7KzZybVyQEBONc2Zt3JAHcISX1m5ckD/ypT3fLpyQIdAFUgZu3JAPLwpVUS7ckBQwYdHTrtyQNOndpDgunJAouODIF+6ckBLoWysR7pyQAE6f7BcunJAadWRHZC6ckARCMHqbrtyQELdT0D4vHJAad8KdBy+ckBmzGXh0L5yQPOeiUjFv3JAXa5bl1vAckAYORJrt8ByQDUmQ54fwXJAZYA6dGPBckBsfT9k68FyQDJyPU7JwnJAPj5d3zXEckBrALVJPMZyQMUDyL8dx3JAWV8NBpvHckCwWpUv58dyQNbLgazxx3JAltt5+eLHckDSWeECn8dyQN42Y9guyHJAAhI9FzjHckC1bVLv7MVyQOssJ3zVxHJAZzlbn2fDckCg5+Chr8FyQLpCgnEHwXJADA8FqLe/ckAiM/5Qor9yQPDui6POvnJA8O6Lo86+ckD6tZr9Mb5yQAbxvAjivnJA1Ylke/e/ckBatxIhZMFyQMaIhNx9wnJA3XxIwmzDckD4Cm/FKsRyQDFS7Fa4xHJAJEgRnHDFckDlKD+MYcZyQP7/OFn7x3JAdDuaIjXKckAHB8lEpcxyQEJMEiEJz3JAVMbuuF3RckAEB3dILNFyQImGskrL0XJA1Ze8pjPSckCqf5L7TtJyQNQK1odi0nJA1GbPlJPSckDfq4UNB9NyQBJMCpFQ03JA9nd5BIXTckD/dU2G8tNyQA6iVfpn1HJAdaICWrLUckAl+jXG2dRyQHlN5Xi51HJAg+dLFF/UckB/1dWjCNRyQFxCCCKx03JA8pR8RVjTckDGQPVH/NJyQEBMGnCq0nJAg7Cu6W7SckAKO/RFMNJyQOOuY6Gz0XJAXuwSn9vQckAgXMYv789yQMTci/wCz3JAvLjrDxbOckCZ1Fl6Ms1yQFGT3H0xzHJAOcR5jUfLckD9AqRkYMpyQNJufUCyyXJA3PYP4wbJckBHybQAU8hyQD9JGM10x3JA3u/9fUTGckAxLU/J8sRyQI3hcdqgw3JAXqwWRmvCckA/41Yx+MByQG7BN5t+v3JAcpSfNlG+ckCvQlugIb1yQErn5CBsu3JAnE+ASzu6ckCcT4BLO7pyQPeDShVUuHJAZE/z5m+3ckBbF/EaW7ZyQBUcvYEbtHJAOGCf7+qyckA4YJ/v6rJyQDhgn+/qsnJAOGCf7+qyckA4YJ/v6rJyQDhgn+/qsnJAlhVT3WuwckDBmsUmM69yQKq4RUgnrHJAB0HM8rqockBp3ZuPB6VyQDBN1JZloXJA8/xB+JmdckCxDe1iVZpyQKGFI0+jlnJAigFvfO6SckD/FJf/SY9yQPizRgntjXJA2pBzlrSMckCwN/35eItyQMHGlFpLinJARb/hDDmJckBRc8O3DIZyQERuARTahHJAH6O9iYeBckD3BwgCMH5yQMEOhMGIenJA7noYNSB3ckD540BWz3NyQCDAbSR7cHJA4pnFzJttckA9YK+lUW1yQDySawb6bHJACfpIjypqckAJ+kiPKmpyQAn6SI8qanJACfpIjypqckAJ+kiPKmpyQEa4VOzfaXJAqLna6JZpckDcm909OGlyQOb3EJv2aHJAq7mPKchockB2eEYArmhyQHZ4RgCuaHJAy2dFTnpockB80IPVSWhyQBEhVpAWaHJAPKNQmB5lckBx178c8GRyQHHXvxzwZHJAzkQakY9hckDORBqRj2FyQMEW6bwjYXJAwRbpvCNhckC8YOkbwmByQLxg6RvCYHJAvGDpG8JgckC8YOkbwmByQG/M3DVGXXJARvEqicVcckBW7ktGKlxyQEv4jt+6W3JAov+ioGNbckAJDQsq/1pyQD6h0qgFWnJA8DALUVJYckC17J0ftVZyQLvDp2PKUXJAksq22ClQckBMeu8OxkpyQLtGac3kSHJABZgKIzVDckA6KRd4I0FyQFH0fqfwPnJA/tP0vqI8ckDYVaVjDTpyQOS7RC18N3JAIBT58po0ckC3NLOEpzFyQOs6k6yPLnJAqEN/XrYnckDRHBh6GyFyQFviz3hyGnJAZgda4egTckCNBw36hwxyQJIgbGmTBHJATeRrhQ78cUD0AYZFWvJxQF8+SuBN6HFASwSJ52HdcUDJD2UBWNJxQIB2En/Px3FAiWn7TKO9cUBcElRcprNxQP8m/i2pqHFAtdDq5SmdcUAOk1qPoJFxQAvlui44hnFA/sv2f5J6cUD9EQ4pxW5xQFsXgV4ZY3FAKy5DedtXcUDAdhKUzU1xQGmsGpfqQ3FAQZYj5JU5cUA1LOPori9xQHq/eyBxJnFASH7xu7occUD2P3bWGBNxQAGNHSVKCHFAv5IJJhL9cEA1ztNO2/FwQIPpFqYH53BAy+a694fccEA93yZ/DthwQHG2EXZRznBA22KwOy3KcEBhJkQkFMZwQNsnEldqvHBAGLl9VjmzcEAkE3puvq9wQMs+jfk8rHBAhon2LaiocEDyvQnOpKRwQEWym5j8n3BAoJHCPEiVcEAakdzd0olwQKkIoU6bfXBAYeA7uktxcEACBh1R0GRwQDTQW3dVWHBAk5cmJQ9McEBQhA/wzEBwQJ1vPDuuNnBAwTekYDMtcEBQ9TDkdiRwQLZpfc5cIXBATwh8cOQecEAzycleqhxwQNRv5qeUGnBAkDt6znoYcECYnQML9xBwQKoG/1cJD3BA21X9MbkHcEDZ7C+2CAFwQN/mA3AN9m9ApeLoElzqb0AqVk5lyN9vQJKRtOIY1m9A2zwBcXbMb0AulylAWs1vQAhOQbbozm9AhdiCwRTGb0CYWemDvMdvQHACXhhxyW9AV+2KvF3Kb0DZY5TbRspvQGsTCxvQyW9AMNT7EQvJb0AqesdsF8hvQEtBZh9Lx29AJCTvlp/Gb0BO7/YFPsVvQMAEAJEMxG9APPdk4t7Cb0A2jFXe1cFvQEWtJ5GhwG9A7WeuJNq1b0CX3D29erNvQJx1GDfzsG9AbM8WWO2lb0AhHGmdi6NvQFTVAGhFoW9AVa8jMbGfb0C9v5PuZZ5vQL2/k+5lnm9AW4FqSU6db0BjOaRNUpxvQKuhSylGk29A8VGs78GSb0DicDxGqZJvQOJwPEapkm9Az8FncIGSb0BpheGw9JFvQAXrOxS7kW9ABes7FLuRb0CAmoqdX5FvQOoCRVtDiW9A6gJFW0OJb0B67NJcK4JvQK70CeRUgm9AggY11Wl7b0CCBjXVaXtvQA8/E6GXe29A5dU8S7Z7b0DwRNVa0XtvQMNQYb2Re29AdUqx0p57b0BzmNHHUXtvQO9LYRCBem9Ac9RZTuVyb0Ccgi/xXmtvQAzIuIAhZG9A4hCUUgNdb0DPcwndRldvQGkrzTjLUm9APNt2xVxPb0DEg16mWExvQHldpgmeSW9A+vpwHbVHb0Bh5N0Z7EVvQChUPIErRW9APjuYETNFb0DkhQDqn0VvQPsqsJewR29AobhJNKZKb0CoWsem5U1vQAF8Yb9lUW9Ad23R7hJVb0AvY4kMlVhvQCelPvnfW29AQ2UzyaFeb0D0Xcve51xvQHDdFGiBXm9AXaOZ4S1hb0BP93BLm2NvQLtZmfxNZW9AGBVTrl5nb0BqpAgnWGlvQIOtPIpdbG9A9sqqxhNwb0DMWqRsAnFvQNd5mH6McW9AVu4tUsFxb0AXCybKp3FvQPd8H6QscW9AJUOPogJxb0A5/w238nBvQHW7MwDGcG9Axq+NyQRwb0B8rQRiqG9vQLZtQht3b29AUW0HOKpyb0CAf8jA+HZvQLoA2JxVfG9A07j0AR+Cb0C+hKK8SYlvQHNNfhg+km9AeNvSnWCbb0A8HrcLZ6FvQLTA1hYIq29AUrWlPxOxb0C5NKr3p7ZvQIwoveoEu29AJLRkPPvBb0CkMmpcfshvQAztptJnz29A5zLZ8gPSb0B96wCMdNhvQPKJd0cW329AFo47tJfmb0Al4OvaIO5vQLZk8hvm9W9AcI2H6z79b0CZ6qFvyAFwQJB9hOeZBHBA/GvXUVYHcEAHnRYz3AlwQKxFOzgfDHBAQWhN8UYOcEADb7o0RRBwQIFIufTvEXBAZjPCmVwTcEAl7ROghxRwQO6KF8KeFXBAMbc+V/0WcED/NhFAwhhwQDdPRJ20GnBAGWF2+ZQccEBFRXXuiB5wQKFMrAlnIHBA4+0oSzgicECZfUyTeSRwQJkjCsOhJnBAFDM8FsgocECmrs+00SpwQJ0k6wbqLHBAgErj2FUvcEBM1oKADTJwQN+hdInbNHBARXECFBw3cEBPMDjC7DlwQHxJoX9BPHBAgeUx+LI+cEDBNroCn0BwQArLb5PHQHBAz4cTwKBCcEBo8ooGeERwQNeP08RtRnBAkT9rKCJIcEAk+rEGnUlwQNrhEFqTSXBAy+HYFMtKcEDHzsO3kkxwQJ9sgc+ZTXBANC5FbvtMcEAKWhGjBU5wQNnga4YfT3BA2dxfJVZOcEBNs9V1zk9wQOIsag1bUHBA4q1sO+FRcEDirWw74VFwQPu2LOtzU3BA5Qj8QhBUcEDv64Z1yFRwQCQQljZYVXBAuAakrw1XcEAS8Qf7a1dwQB7IxaoVWHBAgGyC6YtacECJ194LAltwQGOUt7+EW3BA+fApn9FbcED6Ti99zFtwQKjQqT5cW3BA8CapVmhacEDjLJJQxldwQOMsklDGV3BAYnfcENNUcECZWXLD7lFwQAyx6akVUHBAMjXD7dxQcEDNJ8jdXlFwQMb7s9yVUXBAX2b5ZZ9RcEDr5+sPE05wQJrNJcPFTXBA9iEeL3RNcEArggsdJk1wQEfk4BPeTHBAEWIF+51McEARYgX7nUxwQND1EQ3PSHBA59df+4dIcEB6gmHYQ0hwQL79g1xeRHBAoeUgh1pAcEDAIwVyWzxwQFVsoqYzOHBAsv9kMdY3cECy/2Qx1jdwQLL/ZDHWN3BAsv9kMdY3cECy/2Qx1jdwQLL/ZDHWN3BAsv9kMdY3cEAasIw31TNwQDpUYNmjL3BAOlRg2aMvcEA6VGDZoy9wQDpUYNmjL3BA8777GS4vcEAN43Rvey5wQNxRsQbJLXBAZfMB8BUtcEDQ8flRQixwQEv96d8qK3BADKZCTBEqcECAkaByZSVwQDUkNMhLH3BAezQqASwacEB7NCoBLBpwQHs0KgEsGnBAFz1cG9EYcECfpLiOxBFwQO1O8So/CnBABU+ToCMEcEBa3RkX0fZvQMN9liYK5G9AJE3XVwfPb0AhExZN1rhvQNPPQKryo29A6vEtO5OQb0Bmz0M/Sn9vQFUNKMVGb29AHafjMbJgb0CYKW3vdVNvQMyHg72VRm9A3U/BpGg5b0CctE1gYSxvQMpO1aEyJG9A8IWLVW0cb0Dynm5dFBVvQMm0iyKgDW9AOwW0dFABb0AG2OkHsPluQHqUJZ7P8W5AfHMfZEzqbkDF8LTEmeJuQHApNYy82m5AchMufZ/SbkB+0bHL+MluQFpkfZIjvW5ANPhjEhy0bkDcpZHuNaduQP/hoIy3mm5AUYyc2liRbkDFj/F+YoRuQGqvArKMem5Aaq8Csox6bkCB+sXTeXBuQIH6xdN5cG5AapcXQSNmbkBqlxdBI2ZuQGrdsBArXG5Aat2wECtcbkBq3bAQK1xuQP11bqv9UW5AP9MVR4dHbkA/0xVHh0duQAxAZmbFPG5ABq8YeH0ybkAGrxh4fTJuQJ61hAesKG5AYZvqu7scbkDpiarGfxJuQE7tUoxmBm5AcZOHRez6bUAVjPmhwfltQHePTLnH721Ad49MucfvbUC0gpztF+9tQLSCnO0X721A8by7Q8vjbUCFH5Rv+NZtQIzsijB6ym1AjOyKMHrKbUCE0at7ZsFtQDy/b2UhuG1APL9vZSG4bUCuORuQM69tQJAImaUJpm1A9ec4WFydbUADcZZllpFtQBb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ghvFPQBz3zhd2509A6xlSO2PdT0AfV/XeA9NPQLvFyIM0yE9ADLKhvWy9T0Am9wvM6bJPQPrdRhW0qE9AmWaHw6+eT0AvGYZG0pRPQMW/7I8Qi09ABaf/FVCBT0DdTZj8kXdPQCLrC+WobU9A8kryVG5jT0B5deUSHllPQPcqpfyQTk9AmiA5tNNDT0BwX3sa9DhPQDXIJV9OLk9Ad9szFb4jT0Cd3PZYFxlPQDDlnDU2Dk9Aht3BidACT0AG79uzCPdOQG59rtvm6k5AtmenVHzeTkBW2YiwBtJOQAHslu1+xU5AfgxLus24TkAOn0DA/atOQNTBYvd+n05AagdiMpqTTkDexyMvz4dOQKdcpnP9e05A97QVDxFwTkAOURTa72NOQGx+qCzHV05AMDv5DSJMTkCTEULsWUBOQM/kLgqYNE5AhazE2+IoTkDzruegjB1OQBC50N5gEk5A3gj4mbsHTkD5Cb93D/1NQEpRf//e8k1A6eGxM3bpTUDCZstUseBNQNc74AJn2E1A6c3XmZ7QTUBFOs4t8MhNQAaWNjF4wU1AtqDyY4K6TUAUHjAOprNNQMoyrLTGrE1AgMm1rAmmTUATPxbuy59NQKF7789Gmk1AxbT2P3eVTUC+eEEDSJFNQImtn6RjjU1AGS+a0feJTUAXgTWp4oZNQEn1fq3Lg01AGfVUS7GATUARnCeCqH1NQP1KBlWYek1AE4JDJo53TUDMOESfzHRNQOeCIRtZck1AIrY1vC5wTUDU7RIE/21NQLP/efura01ASin77VppTUAN6lspDWdNQIDi6afnZE1AMNyBnqRiTUDgf8ieVGBNQAwKSl0CXk1A+2AQ09ZbTUCZi0fohFlNQMVzImI4V01AxQYB0vpUTUBHMwO0xlJNQPsZ60CMUE1A+gyi+kBOTUBCOqE4BUxNQPWROEXBSU1A6g/3EKhHTUAfmnvFokVNQG/dHIF5Q01AK0rzniRBTUCsGaINlz5NQA5Ze8TMO01Akgsg09I4TUDTIhBAuzVNQInvadfEMk1Ar/BXRB4wTUB3ZILghy1NQCvCFEbzKk1A0f7IJW4oTUDlPGTf5iVNQNc/q2FwI01Au++Bx8QgTUAuypoyKx5NQJv/DlFaG01AUb10epQYTUCk1+OY3hVNQNceZbo4E01AKsUBc5oQTUC9Xlcd+w1NQLwa0F7CC01AcbrQeO4JTUBXHnwtRAhNQJ0miTRYBk1A0hLS6ycETUAcQ2F5kAFNQPkTzHTf/kxAXN0x81P8TED8vZ8CvflMQIHcR7Ib90xACnEx6GP0TEB6tAlVzfFMQMZ8salY70xA0Y5Do9rsTECCfh6LTupMQOOQN/S450xA9wNAfhblTEBX00RfcuJMQNGXxous30xA0HmkmffcTECwxL0lYNpMQD5GBSMB2ExA9eiajMPVTECAbYMFtdNMQM6REwAE0kxAeivBpa3QTECKHB5irc9MQD6v69d/zkxACvPpADnNTECVDI7G98tMQHx9k16LykxA2UscWQ/JTECM4FluqsdMQEJnffNnxkxAH5btgnXFTECTfcg4jMRMQHPhMQ6zw0xA6iQ/OMnCTEC7JJzMrMFMQPB09Kp0wExANBdIn5i+TEB12KbVrrxMQJId15zdukxApXJ2jyS5TEAA+Oytb7dMQJN4ytJmtUxA+kP+lFyyTEBUp0tP9a5MQMdrliaCq0xARBLlBgeoTED+mu0TwaNMQBVxQRannkxABQVJ8HuYTEC3lk80KpJMQD/VJyWDi0xA72mOQ1CETEAR7NhrZ3xMQBmCbMcndExAtUCDUABsTECytioWhGRMQEGnibmEXUxAZ8DoI7JWTEC9ED6y6k9MQM1yjum3SExAnVTN6ChBTEAcDy7Q9DhMQCl53rkwMExAO3rS6c4mTEAT9LQzmRxMQNQDWv4eEkxAb5GSXTkHTED52sn5VvxLQFzCm5bq8UtAsCLZLfTnS0AQdHaGTd5LQCFn9Qnu1EtAftM3varLS0AAvbNDm8JLQLsqJoy1uUtACcC9euqwS0AB2dpHKahLQD9OyYVkn0tArH9AwXKWS0CHHOzVaY1LQKsjTJBjhEtAFpx//JB7S0C6+V+6rXJLQOTChNKYaUtATAbEdIRgS0B0V0lMr1dLQJkZvCn7TktA60llCTJGS0AJmYktRj1LQAOAYHBpNEtAnYMq9D0rS0DlLY+hzSFLQKsaXk9uGEtAaSuHaA4PS0AFOhfj/AVLQAHOaMJW/UpAtX53quv0SkDmZYXbiuxKQG2wK9BV5EpAXOpetf3bSkAMiODLkdNKQEvMlFW+ykpAvz34SknBSkAU0+T5TrdKQAcFYWIYrUpAp3tAQ8iiSkDqaL/rYZhKQIF2OP31jUpA4Z9q1KuDSkATkciVbHlKQDFegARfb0pAHP6oWENlSkB9u9x2AFtKQMFC+2DCUEpAVEbhPktGSkCjX8p5lTtKQHAoDxZ2MEpAujGd/NIkSkDQ5Kxl7hhKQEVdxUneDEpAG4WozKAASkDNWst7kfRJQHouDtB36ElAkgxJA0ncSUDCleW19M9JQGaMwo9iw0lAMTbe2ee2SUDSFjhbmKpJQAfbCQUvnklA4Gsun7aRSUBKYHhNzIRJQE7K/h5kd0lATsxeKqhpSUA9nnkqpFtJQN4cl3dLTUlAcFx/HZg+SUD59yJ74i9JQGnFOGm8IUlAunohRjIUSUATWhyWMwdJQD1GgU7Z+khADs88DdDuSECLXhe2auNIQHzNEUZM2EhA7vZog3rNSEBvmsOcxsJIQGQlj650uEhAcgcSvkGuSEDL0m6mf6RIQO76llHnmkhAo3Hk7TWRSEBuFiE1ZIdIQAOtXs9pfUhAxIuZMqhzSEBg0OhegmpIQOua+2JkYUhAnBPJDItYSED722fyEFBIQPtO17UVSEhAxqQWwUlASEAXteQh0jhIQJIDEYa8MUhA/tcIxksrSEDbtVmA5yVIQD8KJ6Q8IUhAhtJkpyMdSEBg79eaSBpIQFbk+mKaGEhAikpQOh4YSEAGMdmUvhhIQLSi7J/1GUhA5FqMnIYbSEAyuhsHYh1IQBC6i20jH0hAnYEVUrQgSED6l/pZBSJIQJoTRQpDI0hAvWEoJrYkSED6LqnlmSZIQBUCj32LKUhArcKzfJwtSEAclboocjJIQP6A3TeqN0hAXiKvois9SEBuGM+r6kJIQBWuPsTdSEhA49M8rAxPSEDEvGQSBFVIQGzi127cWkhA61jAa9BgSEBO8FyGrGZIQEQW1D/AbEhA9ngaM/9ySECckl2sLXlIQNlYidxwf0hAr+iiq6WFSEDxYaxn8otIQNy62TNakkhAHXSZbNiYSEBgqKlGgp9IQPTDyq4jpkhAU+29bbCsSEDntJ++XbNIQILraR1PukhAPcIl9WzBSEAi5NXPichIQPF/LKujz0hAJ0gBbdnWSECKjw3uWd5IQD0/vk/K5UhAnNSJJ3rtSECeYzRN6/RIQPoN0vkc/EhAjsS1LhADSUBbjELJkwlJQG83dJf3D0lAih6u7E4WSUARHmz1pRxJQCaKHV7xIklAsDNQN4cpSUC9yWELOzBJQGm2TIkyN0lAB17zVKc+SUCPK9/4PEZJQCfIlSkKTklAfNCoG+9VSUDFE+L6HV5JQOZDyYhjZklAipO1f9ZuSUA1B7zUT3dJQD2PhODif0lAkhWOKcKISUBkykO8yJFJQLdLIhrqmklAYXEdsEWkSUBDnKwQ6K1JQMHb5060t0lAUq2t8qHBSUDLBwJ4vMtJQE0qe3ZI1klApHtz6fvgSUBn0oPMsutJQMoX1/Zu9klAO8ql+P4ASkAJrtViyAtKQDSbB+j+FkpAfsEeXT4iSkBtgROqYy1KQAq9gt0aOUpA7MML+B9FSkCJ9qCthlFKQJfXhfZEXkpAqpbOND9rSkCFBC4r8HZKQEL1wueChEpAVXlHZDuSSkBpzxKaqJ9KQLFW2WRLrEpAcnaxZFC4SkAcHvKH3MNKQNAPNJEfz0pAHUwugvLZSkA0ryxmDORKQGxCztcB7kpAzyF/rvX3SkCvJuBpBAJLQC95mP/FC0tAiNKDfTQVS0Aio9o54x1LQNpA4Wn0JUtAW7AfuWQtS0BY0qn+WzRLQBAZV5kaO0tAKOylOf1BS0CjeaDUqEhLQCiVNeSGT0tAbtthAIJWS0DDBg0hNV1LQA7t+nVsY0tA0g5uSoJpS0BIlHvdKW9LQOYavS2/dEtAVePQOhp6S0CIiBI1CX9LQMj6MfzIg0tAfXxP+K2IS0AQ03geC41LQCmW7QgUkUtAXYF9BouUS0DJ1jeRUpdLQGRDEnyZmUtAPgybumubS0CjHzwLDJ1LQKsRXclGnktAWQ3i/hyfS0C62pr3ZJ9LQEfiaOw/n0tA1it6yoWeS0AD3qxkYp1LQMIaY9OWm0tA0WBeqcmYS0CYIBU6h5VLQMQ+XfTzkUtAfzy/YhaOS0DoYFhLVYpLQP1mtZ9UhktAxzHk/wyCS0Bj/BHmun1LQBmc0iYGeUtANcH4M6FzS0AJ3lxrx21LQJ5HKXJKZ0tAZ8dsIl5gS0BdMtdDCllLQITGVHhGUUtAdXqlGD9JS0DNDWA6CUFLQDwxU2e1OEtAR1IJ10YwS0ALx3LVkydLQOBnjlbWHktA79g6rCwWS0D0vkALoQ1LQM9EDqH6BEtAiK8p8Cn8SkAKJ8DKLfNKQJQMn5aU6kpANZ8bCGXiSkD6KdAYhNpKQCHuRwoW00pA4AKCLTbMSkBVhroikMZKQD6Qq6cVwkpAyMILSJ6+SkDhhRMbprtKQBxoWJWvuEpAOgcYHwm2SkBtLxXTsbNKQCzpf16GsUpA7bfms3evSkD3SS7xW61KQAZyq/Qgq0pAggE2x/KoSkC7dPM/6KZKQISl+GIFpUpAmA1rRg2jSkDn80Cn06BKQBE7ymN9nkpAHk+HvuybSkA8uf0wYJlKQL7l4qPWlkpA/ukfs0yUSkCpNFHGyJFKQOjiM3ccj0pAkoYQUmeMSkC73Znf04lKQL86KWM5h0pAIQ8twsCESkB13DZOXIJKQHToaE7lf0pA1J+ajJ59SkDFGwJVsntKQNounQYFekpAMzbfSOV4SkBFaoHA5ndKQCG3ZImQdkpAuwvFcVp1SkBgkSQwBXRKQPeBam9dckpAmKpcGIxwSkBRCYyG1W5KQG6BONcFbUpAAoJMI1NrSkBTuat4cWtKQIMAQgr/aUpABAm4GqZoSkAeerbsimdKQPZLaA9zZkpAH/qwDBxlSkCDWIJbmGNKQJmPJ+GWYUpAwU3p33FfSkBPclCfP11KQA6hLabqWkpAF+CEGSFYSkCmtl9kBFVKQLGGzgHiUUpAS50yWtxOSkDh+G5xI0xKQJNEZ2C7SUpAP6V8M7lHSkB8Yh0ZGkZKQLGxjhyIREpAD+x5JrpCSkCZgTGotkBKQFSRkqxvPkpAI5rC5Q08SkAT6YltqTlKQINK4nQfN0pAQOA9THo0SkCmrq2n4zFKQKz02fLJLkpAzHZdBEcrSkDL1EPmUCdKQNp61XauIkpAjb23AgEdSkAAdnn4whZKQKbuOcrOD0pADit07YIISkDtZ7XL9QBKQFLC3dEZ+UlAR9gGX1bxSUC8zGDpqulJQDRDEIJP4klAqg765m7bSUDwSZn1/tRJQL/+/Hj8z0lAPkHxmAXMSUBrPVNx4MhJQKIVxrsaxklAFSdWk+rDSUDuuU2d+8JJQJd3e1jqw0lA100q8VLGSUDnygN2K8pJQGdnEL/FzUlAoeEn9fjQSUBuBiiEe9RJQBYgGHqe10lA6Vr/2fDZSUCbip6qottJQOrqsJYD3UlAfZtek5PeSUDw5m/AgOBJQJXgS5qQ4klA7ACHtd/kSUBNef2OKudJQM5pV7Gz6UlAK4DV0LLsSUBBOPrQzu9JQOJsvpDK8klAnor+HbL1SUBx1tGNVvhJQNUfOhO4+klArF//c+b8SUAQBZZOzP5JQIFn2HHi/0lAyWhXXSoASkD0DkFZ7v9JQM3gTfc7/0lAw1uhuOj9SUCvHnDem/tJQIX0zFxW+ElA+gno8iP0SUATQVvQR+9JQGf1QCYm6klAaw9g04HkSUACpNu07N5JQEkjK/OK2UlAspGZOEXUSUA3T59fMM9JQNd6dCWWyklASruveqXGSUDQeI2Er8NJQNZL0DpCwUlAd0fDMWe/SUBqK7w4471JQMBDo35ZvElAyY2pEfG6SUDUAunRcblJQIBmrujat0lAIPx33ku2SUB6mWkACbVJQP/jfk4ytElAfUuSdkKzSUAkwV1dRbJJQLB6C9RQsUlAGUZJNW6wSUAsxdhmzK9JQMf0IOVWr0lABu9LzJiuSUDZG/6Rz61JQLGELAiTrElAvCXm0/6qSUBPpMRjCalJQPBFZ6mrpklAmSBsCfCjSUD8HkYP46BJQInKxcM+nUlALwTFjl+ZSUBapJMsdZVJQLfht01ckUlAIbV2gB6NSUBmxB/3bYhJQIOM19PRg0lAWqUoCQx/SUCqp/ipFnpJQN2A1dQxdUlAJrLksVtwSUDifR5rcGtJQEWdq4OyZklAXEkt/PxhSUDEgSi9EV1JQCCkoCwmWElAMchYPYtTSUAOeaD+ak9JQHFNNNFtS0lAc1lsoI1HSUCwQAPXWUNJQIATMkEsP0lAdkRDBz87SUA84+fPtjdJQP07HaxYNElARroTM2MwSUDS6+ImWCxJQE2zDXG5KElAzB8XbJclSUBDF3yNfyJJQDuC3H6BH0lANAkzIm8cSUCFhCzPsBlJQKSVw6N7F0lAGTvG0uYVSUActu+wrxRJQIf0rNfsFElAuaMo1aUWSUCRqIyEsRlJQFeaxKkKHklAVlY4QqIjSUDpTYS5tipJQIL/ub75MklALL7PH587SUB7olKoHERJQOvtGG5VTElAYlud9+JTSUBOa5o17lpJQJV8l8cnYElArsYpJkNkSUB7Ey9ngmdJQMO/VKjgaUlA+eE0jFtrSUAlB4FacGtJQOoQmaJzaUlAPwtIzUBlSUChxzV4015JQB/cLmhXV0lAd6MdEhpPSUDf/+RRK0ZJQHraiGvKPElAHlKL3XAzSUBChnxIiipJQMQWoaAlIklAKvXm//MZSUDZ2ueWOxJJQPDzNS34CklANbyt6/sDSUBz2g7LM/1IQDNnK5+J9khAgqTKJ//vSEAfbvY0WOlIQAbFPXL/4khA+epfw4XcSEAAfKrKCdZIQLRxJ+DLz0hAzvQHxyrKSEDj00S68MRIQP21r8fbv0hAnJtqGVG7SEA6AXQZC7dIQFYKvpDXskhA19E2CMSuSEBV9WBhDatIQNdcnzq/p0hAq7/oRrmkSEBfI/ABu6FIQLKGvia4nkhAzyhIseybSEDcNHxN6JhIQDOJCOt9lUhAZYEPZ/6RSEDT1cmNTY5IQP1Ydp8+ikhAPR13YzyFSEAC7gdmd39IQFLUHmoSeUhA3mRyMg1ySEDPf2mxr2pIQBTAPRoLY0hAALKqIDdbSEC6pjG1N1NIQPYJ8QjpSkhAg6VgBU1CSEBA2b0bYjlIQPKNN+lWMEhAK/uo34cnSEBfZWKN3B5IQP7j+j8zFkhAWt+pO3gNSEACtQXlowRIQPpaZ+23+0dACnkxkDrzR0AUHfR3ZepHQOcWZnKv4UdAkzqVDfPYR0C1ijCUldBHQA2I7gn8yEdAb2HHavDBR0CfQNLNb7tHQKQZ40CotUdA3+5iSAiwR0CsybbxLKpHQAUz3cuPpEdAwjZ2dAufR0D+subtpplHQASHC9o/lEdAR5PpUgSPR0CuA9uKuIlHQIDsVotShEdA5eRq1sF+R0BfQRlhVXlHQGtkrgHwc0dAXexgdahuR0CA9Y2dCmpHQPsRcVliZkdAgzm1rsZiR0BVB+RND19HQIZFGzrKW0dAIAKNHfdYR0CE8fYyuFZHQKEEXdOsVEdAK0oEA5NSR0B9D/oLF1BHQL/MtadRTUdA1PUCfNRKR0B9v3f0eUhHQM01NsPjRUdAhSj87wtDR0ByDxCggUBHQD66sRshPkdADIHLbwM8R0DrRhqt/jlHQIqHM+onOEdADKRXOh42R0ADhchhkDNHQEz0ljq3L0dAc2jW7a4qR0C+O/AtwiRHQIJ8bVEBHkdArENWCPMVR0C3HBqFQQxHQLa7l3ZPAUdAgmhW7u31RkB6lXxHQupGQARtQV+R3kZATh/QmLfSRkBqI2/ojcZGQABd28RdukZAlURKRP2tRkCkOjJLR6FGQOeqXPzjlEZAFps3ycmIRkBucXhVZXxGQLVk/dT2b0ZA+wl2csFjRkAJRzflqVdGQKqIEFd4TEZA/2NAaVJCRkB8p0S3GThGQMZM7zo8LkZA2+5vJQclRkBaxstHHxxGQO2wC+huE0ZAWcENM6kKRkCpH8OjJQJGQKWQhT3T+kVAFMoPItH0RUDbaoXV4u9FQJ0gSkWk60VAG4s8/qrnRUC8hij4i+RFQKXp6J0n4UVA/O4PrUPdRUC5SQ/r/NhFQDtgciKi1EVAmSTHWPnPRUActykBi8tFQJkYomiWx0VAwn+lUn/DRUBhleU6QL9FQKOXQQQtu0VAVwGmbDa3RUBvNzHPMrNFQKcs437drkVAHXlGLBWqRUBy9vQ6UKVFQBwZa1a5oEVAwiwioTScRUAXBmazfZdFQG4+RCbokkVAw669PFeORUCM/caL7IlFQJCGK73MhUVAMjOhgmKCRUD6NIeQfH9FQCC6Zl1DfUVAh5SxVOl7RUB3VyCoW3tFQKeHqJ2re0VAnGbKS7R8RUBtk/aYYX5FQHBYDqn1gEVAkIFZwr6DRUCMqMfIj4ZFQE8N1Br0iEVAVmUXQhyLRUDP4z0C/4xFQAlaUIoQj0VAoyXae/qQRUBkvVjJlJJFQNU5h9kAlEVAwS0OjmiVRUDtYi4pD5dFQAdlQpgrmUVAvjr/7bubRUCl4y5wO55FQB6b9V+boEVA2zQSAuCiRUDFsZtFJ6VFQCsQGGqSp0VAS96ic0OqRUAsydwIHq1FQCUu3h4OsEVA21at3eWyRUC5pjFA+LVFQLJn8lb0uEVAhqRZrvO7RUAy9rFfO79FQHrLQDyNwkVAfI3hZgjGRUDCpGzJbclFQCt1CCuxzEVAgawerP7PRUAG3pe68dJFQA1e8t4M1UVA5filUQnXRUA9RlYWnNhFQNvbHtWJ2UVA8+Ig4fbZRUCnXEg9LtpFQK4nWLti2kVAYhHuf3baRUDArNu9s9pFQPQ8mhD02kVAi+6QoFzbRUDi2aWL3NtFQFRs7Aik3EVAkpzG+27dRUAg5OW84d1FQFtQq6Mo3kVAIe/xh3jeRUB0e1GMd95FQNEZACT43UVAULbCLuncRUDcLgxkItxFQDRaxNxu20VAQoDeKdnaRUBcNuQDAtpFQH/q80Pw2EVA/S5f2NTXRUB/d9zrrdZFQG7JgMqf1UVAdDG0C7HURUDVc2Wf6tNFQC7Chq3m0kVA+T+p5erRRUAEt7buG9FFQPUFxV510EVApvFGFd3PRUB6HHWXJs9FQAvuX/bgzUVAi/zf9oDMRUD5OU4JAMtFQKWLskFCyUVAcuAVJ1rHRUCZ81xKRsVFQCTX4FDWwkVAHBtNgATARUALuulfAb1FQOmHxvL2uUVAnB5lLdq2RUD5iYhjYbNFQGRDUch6r0VAI+YzKSyrRUCZq8Z04qVFQPeOoczxnkVAcDio8m6WRUAilKGZYoxFQHSlFrhqgUVA1EzyCbJ1RUCJaDflOWlFQPKHcy+6XEVAR9UReLlQRUCe4ZWG9URFQAqCWsL1OEVA98hSSS4sRUAu4eJHph5FQJu5/+epEEVAly+1kE0CRUBiAWggc/NEQN9OaEfa40RA55E15PPTREB5GEDnSMNEQPD4BERSskRAdf+EaN6gREBEhq3j/o5EQCMpMhSUfERAc452zndpREAwee2lnlVEQAHUQY9zQURA7J+KbQotREDV0UoQlhhEQAWwHDrWA0RAsBQsH8vuQ0AclRwUStlDQKcE+dRNxENACZQVJo+vQ0DzqMBd0JpDQJF4QekthkNAuvm6cY9xQ0CQoypxLl1DQIN6UigUSUNA5AoFCIk0Q0BV03g9eiBDQG4hl8dFDUNA7sChlWr6QkDweVGtOehCQOAgNP081kJA/pnAeBPFQkA+UIRCC7VCQLB3GfNypUJAhpSe3UGWQkA1Gouh4YdCQOm8O/rpeUJAATNs9oFsQkDTgfVVo19CQHDYj1hfU0JAvBWH0IhHQkBiD6Yl0DtCQABB+4EdMEJANHvPPoIkQkDWGQN77xhCQFNmfbSBDUJAoCPfvCQCQkALsGTjsfZBQBuKtmqd60FAuhpQB0fgQUCkUxguFtVBQPXPC15kykFA7HJdUQPAQUCDY6TCmbVBQCC3xyiCq0FAPKi9g4ChQUDQ42T92ZdBQCHssCY7jkFAU8KX0JmEQUCUeP+NKXtBQC2NX6ppckFAGqimr+ppQUDTg/DWdWFBQCLSaWo5WUFAlcW/m5hRQUAXUjb3ZEpBQG2HOfQfREFAkxNx/I0+QUDp8nxTajlBQItiJNeONEFAXQTRfScwQUBhp4+/HyxBQKSDLitRKEFAX/QJll4kQUCEs8ZxcSBBQPB4d16+HEFAMspVT9wZQUCOzX9ZRRdBQDqGz9wOFUFACcP/VDkTQUCMmSvQuBFBQP/YF2XJEEFA/6nHbnEQQUAmf3UwqhBBQKkBCWkAEUFAMnklv+UQQUAsrGoloBBBQPlXxgvMEEFAzGubyUURQUBwlp+GzBFBQBosm04cEkFA7PnuQD8SQUDTQg0dghJBQAqpKh1XE0FAa1qZqz8UQUCzDgZ6NRVBQOFd51FrFkFAkedOwxMYQUBjTAwZSRpBQN34egRpHUFAUo80zusgQUD8pXzEpCRBQI8tSWm8KEFAX6R/y9IsQUDVhCmf8zBBQMzcEtxENUFAQqS2wQE5QUAdO0JMRzxBQMx/Ms27P0FA7moQwPdCQUDln8oLxEZBQB0bt8ChSkFAqkD/zWhOQUD71u/8PVJBQCMpUXyWVkFAF1fVWKlaQUDfUKkZyF5BQE7PeyarYkFA8+CGotVmQUARgZESRmtBQHsviPgAcEFAk3vMvB91QUBkBzmT3XpBQBvz+qRagUFAY601tEmIQUBxcgeNSpBBQP8HWa3qmEFAWSFCymaiQUBiXffZh6xBQBNFqkoqt0FAiq+1LhrCQUA7uijj281BQBWyKObW2UFAdZEWX67lQUDpCeOk7vBBQBwV+FvF+0FAg0rrKTQGQkDZ/BnDAxBCQFX1OzVEGEJAGiGJ5fseQkC8n0WDaSRCQMmC5ofQKEJAPIeuSQcsQkA5AQEjES5CQBubtIr1LkJAT08XiecvQkBJpN1FDzBCQJur4l2XL0JAejUUZB0vQkBsOEI7hy5CQG7ENHs4LkJApGG/0vwtQkDvmXhYMi1CQPO5hfChLEJAkcL6fwIsQkB5OAk+AStCQGGVg+G/KUJAJwwBrh8oQkDMaDYPOSZCQNAW+A4JJEJAdKC8VKEhQkBKnwVgIh9CQGJ88XkmHEJAbIpZFvwYQkD6CxW4pRVCQGn2vj/VEUJAh0ZmMcENQkBNSfyXRglCQKITXetnBEJAXKn/02n/QUCHEhpmD/pBQBCp8S7g80FAinLcfQftQUCCb1ydMeZBQDK6BL6+3kFAXGDNAuTWQUBADLSOOs5BQFO4GFhZxUFA+az6ioi8QUA0p5S/3bNBQLkBNz/hqkFAm+1WRu6hQUCybslqSplBQJ1ePBeckEFA17F/KeWHQUCSFV5gTn9BQCmfv/exdkFAPHse8zVuQUD/1eSN5GVBQC4nyQRxXUFAGv5VE9ZUQUC+UsONVUxBQE9VXK0BREFAChs7fOE7QUDpGAbS/DNBQAJtrbsfLEFAAl52ziAkQUAzm/yPKRxBQP1mzowvFEFArUbVpBgMQUDSOXtN3ANBQIYX9iZj+0BAvl8XsMzyQED+1TnWO+pAQOogwIw14kBAVqv8et7aQEAtT/a8JNRAQFWfwhS4zUBA3l3UL53HQEDadg2RIsJAQGvLZrD9vEBA5CJlRiu4QECyqViBwbNAQEsbAI+Ar0BAmtajXa+rQED8VNY7WKhAQMDDBf4xpUBAKW7GC1yiQEBpb740qZ9AQGTgVGl+nEBAc4AD5hmZQED1RR7k+JVAQBIIl2GrkkBAFNiuE2+PQEAaFO+2A4xAQGv8wpQniEBAOmEiZwiFQEB7PCzqcIJAQN81BLDTf0BA22N2K699QEBmBpuyLHtAQNVqrbTWeEBAufwDiiZ3QEDl/LaJe3VAQIElu/qIc0BAFEYJ1hZyQEAZrD5gkXBAQC8jfF8rb0BA4cW5QxdvQEB1NsDi029AQMaQWyuccEBAIyjtqIFxQEDZdV2rb3JAQI4pdiJ7c0BAw/awQ7x0QEBtlyFJ9nVAQOX/f3eGdkBAReP+VJ52QEBd+tpLdnZAQGSSepSCdkBAqx7lFBZ3QEDYbHxU1XdAQBVOYASjeEBA/T82X015QEBFOFEbSXpAQOJSuz+Ve0BAU1zFaSF9QEC54vumnn5AQJWjc5r8f0BApz8wezaBQEAQ+sArT4JAQAICMRPogkBA4lSwaGqDQEBQvLxmBoRAQO6aLGQ+hEBA/PhHZFOEQEAOVbIdZ4RAQHM4k9B1hEBACRiyR8OEQEBt8z7gDoVAQFGuevIchUBA4bvu5/2EQEAy/ndsJYVAQB7o6m2ThUBAqXpedqyGQEBRHA/Z8odAQDkiBTa6iUBA/ghV0ZiLQECxAgom2o1AQKemeZkukEBAmLeXiGySQEBHr9v07ZRAQOArFYKsl0BABxUF4sqaQEBqcX+Wmp5AQC/lqSgpo0BAKUxdnk2oQEBKZZlPXq5AQIJ3cdJktEBALhjmsR27QEAntmaZAcJAQJtAU640yUBAea1THtPQQEAP05n2b9hAQBgucXpK4EBAL4qq9zHoQECsNgueQvBAQDQjgJFG+EBA9UzTzgAAQUBqDMWKSAdBQMnRgT0XDkFA6rAyg4IUQUCCJEuVLBpBQC8t9FhOH0FAGsfF6AkkQUCuQ98MAyhBQMavjykcK0FAgKiJAVUtQUCdRvfS2i5BQFyzx2neL0FARNEap8IwQUBWdJG+PDFBQO7iuuQZMUFAv5sjrc4wQUD02Wf8JzBBQHvObTofL0FAZ4YDynstQUDDEgiLXStBQCKxchBoKEFAqqvc3LAkQUAjSSA5OCBBQA/yadvrGkFAqY484vAUQUDSCKf2Mg5BQCBQs4FCBkFAJNptWTH9QECLcHW7TPNAQO+AVlMI6UBAN0jnRUfeQEDMlY6cY9NAQEVcG7CtyEBAtiVbpD6+QEBJAE/62LNAQOtrirsmqUBA2cpXq8+dQEBhOH/sgpJAQLC9cIFIh0BA/Wvz6st7QEDh72uxzG9AQICmcwroY0BAnLQg2BRZQEDOS95cdk5AQN8K+cU9REBAs3u7usE5QEB9KzVJQS9AQFnS7de2JUBAFMZJMDIcQEBtZtgPaBJAQBGsGEayCEBA7NUn7z79P0B8GzTeAeo/QH22OJjn1j9AmWG9M7jCP0CbmSxj064/QGl9NaMjmz9Aka6ucA2IP0BMR8E7enY/QIsBs0vHZT9Ah3pWXFdTP0BzlOsSE0A/QIR2irFaLT9AZDarLyQbP0CEufwmQwk/QFD29jvR9j5AEtzuNsPjPkBrW0AKUNA+QHSuyOuevT5A8cu+jD6rPkDuVQe5yZg+QKFt6wcIhT5A+m4zd+5vPkBgCtoMa1k+QAId3s/pQT5AMP6TSoQqPkBWFeB2yhI+QJRMPjhR+j1AtDu32zvhPUB+B75nycg9QJdPLk5dsD1AlF/5whCZPUCbShq+LoI9QE9p6lOCaz1AtDhdtU5VPUAs80vVVz89QI17pWwVKj1AotN/GJ4VPUASZn9gSQE9QFnaoc/N7TxAhtZ3kAHbPEBrtQoFq8c8QDQWAgrCszxAm8jaa/OePECPB/GuY4g8QCGK65e3bzxAg1zdf5JUPEDncXUiljc8QNSVLvw0GTxAzehlpoL5O0AOomOn0tk7QO3JNjlrvDtAHw4x/2OgO0Csj7kyHIY7QC+W86ijbTtAGgeQeA5dO0CC3dEGCUs7QDGej/qRNztAC1huSt0iO0Db32FInQw7QBmeSJIo9jpAOmzFem3eOkDSFCLRCMY6QGJO/oyYrTpAR03z5gSVOkCFvymRXHw6QI3KWG2kYzpArBklhsxKOkAAfYopwDE6QPcEcfw9GDpAOh6bRnz+OUAAwyHnqOQ5QP80eizvyjlA28urLTSxOUD2/MgDKJg5QEucR8ivfzlAEm3iEQxnOUC7kGT+CE85QKPokvf+NzlAFiUefWohOUB8INW7oQo5QIDELsC08zhAleBAypbbOEAH6G1z9sI4QIk9YEabqjhArXxQKNOROEAddNR1IXk4QLHAFwFDYThA2XqhS4RKOEACDS+9bTQ4QNzMWQEEIDhAOEmJ9kcNOEBquV3iLvw3QMSJ9tGR7DdAnv3CBQ3eN0DYSWMjuNA3QKn8kW9gxTdAgnXGgW+8N0DiSHiv9rQ3QHHuAQ/5rTdA8HLPQHqoN0Axlt8XF6M3QPQk4sLWnTdA7pHy5SCYN0BkOMgM15E3QIxjx7s7jDdAbX1FbQSIN0DotvVy0II3QKHgwocFfTdA7R4hIc13N0BtTfjtpnQ3QHgoQIKCcjdATofwcPFtN0AxAXvuNGk3QIkjFUJGZDdAfonuzHdhN0BdLRt4GWA3QHCL+AiuWzdA4pwZZ1pWN0BjeQEyAVE3QBPlw7cKSjdAUOlLTedCN0Df77q4tDo3QEEp+7NdMTdABMwGJ0spN0Ahpqby7CE3QIOmK8/wGjdAii69AVISN0CW+/kVfgY3QFsu14vj+DZAlwh408foNkCUB2fAe9U2QG2tqIgAvjZAW3zu8TeiNkD2e3VzeII2QPkAv1ghYTZAtkgilM49NkBuKxpCnhg2QDo1lvVm8jVAanlPjQfMNUDRA7J2JqU1QHiN19NPfjVA7ZwpvKZXNUDK4D7/3TI1QAvl5iwjDzVAeSOdK+nrNEAwHN3Efso0QMCp4PQqrDRAdHftPLasNEDs3NEp2bU0QNriiTTayjRAJYRCwDPoNEBl+cmDZQw1QJe9D19LMDVATk8WNU9TNUDz2nnlNnE1QH6PnQxhjzVA9TBO8wqrNUB+YW8/KsY1QPdrBQoZ3jVAX+XKbszuNUCpVfn83f01QITDMAFLCzZAwr8/4kQXNkDcEvJGOCI2QFgWGKARLDZA3xYgiI0zNkA/07CmbTs2QFMkUKiRQTZADEGjOgJJNkClxB06k0o2QCZXbZFOPjZAAU9yhc4rNkDhDc3sGxE2QAK6qSnz7zVATuRLJPLcNUDcVCF1m8o1QHndMUyAuDVATNbVO9mmNUDWj0RxgZY1QHf0h9nDhzVADJQZVQp6NUBOOOL5Pmw1QLNH5WxjXjVAgCzuxYBQNUCWUV7pQ0I1QHfKOp1NMzVAagQSe3AjNUDUpzi7gxI1QOg72Z6hADVAhBIttcruNEDX269qnN00QKjVdx4lzTRAeN2oSoK9NECjKL46AK80QGElW/TxoTRAPhqQFLOWNEBpDTpQcY00QNmf7ch4hTRA9MEaDZd+NEDSTFBbBnk0QLLa0pDXdDRALBdy0yhyNEBPKy8wEHE0QOg9I7TzcDRAgqaLc6FxNEA2iTf6GnM0QJnr7wYCdTRAFS2p8fd2NEALCKkE2Hg0QKkkwAYpejRAsT0k1sJ6NEANWn+T9no0QLlaHAzhejRAJkX5UsB6NECgkrrasXo0QII0rUoSezRAt+Jz2tt7NEApiE0LRn00QEUwZFmFfzRAvI6+fyuCNED324lFaoU0QMdHdZ0MiTRAXo2/ut+MNEDyA10eFZE0QB55TZW9lTRAbPb1i9uaNEDiRZMSgaA0QL7pa+m6pjRAO0ZrazOtNEBkyiVaGLQ0QH4awYk4uzRAoJHofILCNEAaHSqgzck0QK4rz0oj0TRA5qeWVyPYNEBYXL7k/t40QHLB6wKG5TRA54pd7cHrNEBh7R5e5vE0QLnQ4A8J+DRA8sJmWwf+NECPhoUqcAM1QKbFnPLpBzVAZqFBHokLNUAzw6QKWg41QHg2XvTfDzVABVq0+qIPNUCzoAvfuw01QOyqJ/pwCjVACZJsy+MFNUBnfzp60P80QDv+YaEO+DRAoR+JvBTvNEBKUuhmmeU0QP5NK93n2zRAnDXgB4bSNEDwPLcOFco0QNSWzw2gwjRASmzjeli8NEAtqmtPOrc0QJ7PJuGIsjRAAuasokiuNEB68rVfMqo0QBogY8onpjRAdCfAvOihNEAgJMZBvJ00QItVDhqlmTRAUoFH9FuPNEDaKIVrboQ0QKZQuLKceDRAfxp7xKBrNECD1lUZWV40QOkjFe+VUjRA22XGG21HNECMnQ9ufj00QHKhtpyuMzRA6hK4DAEqNEDCAUh3WiA0QEWT4m94FjRApluF7mkMNECHJot+PAI0QPqyh5Ik+DNAw7ffoITuM0DB2OpKB+YzQE5bWnGr3jNAvVW4gJvYM0Az6GlrDtQzQJVSrgJC0TNAX+juZ0jQM0AMp5Aq4tAzQB7qv+a/0jNAogdvCwfWM0AmLPKZStozQOfXMfBb3zNACnIyHA/lM0BOMLWKXuszQGbyUOiP8jNAykq2AoL6M0DWrEFN9wI0QAEJ3lXSCzRAzHxBVT0VNEB0bY/oRx80QDaLtt4WKjRAOjaosGo1NEBTv+vgIUE0QL67nRtbTTRA1KmIVg9aNEDlTIVvPmc0QH3HWdCqdDRA+w6GBSWCNECtV0jUrI80QLYoRuIBnTRADwR6vySqNEDzQe5m6LY0QO3Kwy/LwjRAJyGSk9XNNEAj/4L+99c0QLY9mYSH4TRA1Tlf30TqNECnVx6L/vE0QKJ4XeCu+DRAo5vmjqv+NEAKccms6gM1QOH2FKZ6CDVAG2XWAZ4MNUBvBgkJaRA1QC6KNBYnFDVA/dX6t/QXNUANoctgBhw1QDARKAfGIDVABjreFrMmNUBuUuw/ty01QLdnlSQKNjVA3uiJB1w/NUBrpw/wnEk1QLlzGEzBVDVA1oLQP6NgNUCMIsZy9Ww1QOQ4BOtzeTVAAgxgt1aGNUDuCsRCg5M1QIBsgHz4oDVApiO9LbCuNUD77Dz4tLw1QAJlipntyjVA8cNF5XvZNUDmzH2VN+g1QBfEhi8p9zVA3qED1asGNkATTajRcRY2QDqMC92IJjZAfH+eawE3NkDBn99a8Ec2QFEe64pFWTZAP+PJu0hrNkDBKHWH2302QEeamCgWkTZAdDago8qkNkADgQvG7rg2QFMSPs9hzTZAnI3Q/UriNkCjjX7AA/g2QMAiITnUDjdAa2c8lV4mN0BqPDr5pj43QMOsI6IAWDdAdEvKesByN0BBc2EEco43QAa6je6tqjdAbK5Sc13HN0BaPi0n1uQ3QOosfGAEAzhAGg/Mwm8hOEA3cKyCej84QLcwhKocXThAb0BNI2p5OEC25CrNo5M4QM2rsAiRqzhA2fOP/2HBOEB/b8jB5NQ4QKArFRt55jhAxEYIhxX2OEA50uVeUQQ5QPMJYx28ETlAOowETtweOUBFiGrhgSs5QJQjelLtNzlAT9N31mhEOUAtClpW11A5QG4c8q9WXTlA3WpVyfBpOUC5zzWWYHY5QFGrK8vegjlAMIbMdYCPOUCa2s5VS5w5QCsnezNqqTlAXoWJgQy3OUBOkkam6sQ5QIy1NBk80zlAcyB2kAjiOUCjfWjRLvE5QC7WFFa2ADpAF+Tua/sPOkAzvRS3dx46QJRb2aLOKzpA6dih0g04OkDEQfXc6EI6QDJ3g8siTDpAQD9MW39TOkBbU0LLd1k6QOsc8aFeXjpAI6DB3+lhOkAiyKaEZWQ6QHJkqakaZjpAHLjP8xhnOkCPoxq1bmc6QL1ss+8KZzpAZeScICZmOkBDZaEWw2Q6QBrjmbIcYzpAM/bUCQRhOkA/E2Ovql46QDlHRVL5WzpAIcM9EB5ZOkAKzu5tcVY6QDoThNHuUzpATGF7WqhROkD1UKUd4U86QC6vVca/TjpAX/CktzFOOkAXnRfZDk46QMMdt4ymTjpA2bplMdlPOkCPZeWHvlE6QNlm20a5VDpASTDiqstYOkCbFiXdBl46QNBb/FtdZDpAb/zy3EZsOkD74pOIu3U6QF3wLcGngDpAgry7k7iMOkDHln4H+Zk6QASn8K+RqDpAbRQg7D24OkDEsL4tq8g6QP0Wf4+y2TpAYanTaZXrOkALT9bRJ/46QAp+0+38EDtAzgy6JrYjO0A6UoT0ijY7QBpDW+w/STtAd/BEygVcO0AEatTi4247QBV2lyScgTtAYbJhW3aUO0ALbt9wnKc7QHa0iFPPujtA7P1Wxq3NO0Bt5caLKuA7QM+ZXQRn8jtAXPgrtGcEPECL22DT+RU8QAMgIZzuJjxAioYJuQY3PEAZzhogw0Y8QNV0FEHdVTxAnf2XqgZkPEDm7s5rUHE8QHHyU6iwfTxA1xR2yeKIPEBv4i6XCZM8QGun8oz1mzxAemVDCIKjPEABghzJF6o8QFpNp/Z4rzxA8RXm8OizPEBSMLxGUrc8QN8O/42PuTxAcxKzCdm6PEBZvP/nNLs8QHTVwEyNujxAZQ8L9je5PEAVUNGTgLY8QP6EeiyVsjxAgO6DImStPED3v5Ypeqc8QCqx6Ve5oDxAdKyzLSWZPECl8s8eiZA8QPl5KjOVhzxATfyH0Fd+PEAwXe71znQ8QOUdRk5LajxADstBk7RfPEDVZa+fvVU8QMAROUJUTDxATtp8an1DPECPwGceTzs8QJE0tvCRNDxAw/lEmZ4vPECHcOWE8Cs8QGlYouHHKDxAlTqIArElPEBtCnB9hyI8QGNvhe7LHjxAlXH5aAQaPECjpUZjQhQ8QIAPDtVwDTxAfw8Xv6UFPECRWZ2YMv07QGRu2XY69DtAVpJOAxnrO0C2Hf8F/OE7QKGWEYRa2DtAIlTyPPzNO0DBx8K6Y8M7QDqcWrXRuDtAnXO/W1SuO0BDgkoghKQ7QHaH1+VgmztAI/GgzYmTO0CQs3EyU407QLW6vC4KiTtAdNK4q3uGO0Ahy208VYU7QJww4CQfhTtAq7jbgu+FO0BrSfpJf4c7QKIiX1aDiTtAoh6aVsmLO0CgeP3aAI47QIzvv+Q4kDtAf/5f14WSO0CG4CWCupQ7QN22QYjeljtA0Y9GOxCZO0Cdm/yErJs7QO50YP2fnjtAjwrI7kWiO0DkMO8KpqY7QGsqPXXHqztAbFrOfPWxO0DuG9dB/bg7QItOTSPdwDtAwyS5mIDJO0BFF9G+kNI7QKomB27p2ztAS22X/K3lO0AAaA1kfe87QKTys6hm+TtAJ0+GmZ0DPECEEq1J6g08QIqij4UmGDxAMiqrBBEiPEAEtY5ekys8QCFCIseKNDxA1SZBGHw8PEAkzb5BOkM8QIH0L+ffSDxARKFyQ1VNPEC5EJahiFA8QPHNi0qfUjxARDUryG1TPEAlzY9HXVM8QC8keCmIUjxA+WnIdLFQPEBdmluqqE08QCCidHmpSTxAFh89wsZEPEDOZoDVvz48QJ+5iuJoNzxAamvNeeUuPECPoaQCCiU8QMtwAHzmGTxAjeNzmVENPEDVTPh2SP87QGP+brY48DtAfdjeWyfgO0DUcD1U4s47QBDRBJ5wvDtALbkwtbSoO0DZZhHPypM7QKYj3EjUfTtA9d6zSO9mO0APVYn6u047QFlO0M1aNTtAH2U8AP0aO0DEP/QMxf86QOITDFTG4zpAFSrqIXXHOkAShEozw6o6QOMqgCLtjTpAYmA2U0RxOkCH6+m+b1Q6QK4n0j7BNzpAcIAiED4bOkDLI35+2v45QC5cBiYy4zlAAI5Q8VfIOUC7hN2DdK45QPDu5y6ylTlAjnqGzox+OUBnajK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",
          "dtype": "f8"
         }
        }
       ],
       "layout": {
        "legend": {
         "title": {
          "text": "Gauges<br>Reiche Zeche"
         },
         "tracegroupgap": 0
        },
        "margin": {
         "t": 60
        },
        "template": {
         "data": {
          "scatter": [
           {
            "type": "scatter"
           }
          ]
         }
        },
        "xaxis": {
         "anchor": "y",
         "domain": [
          0,
          1
         ],
         "range": [
          "2022-02-02T09:00:00",
          "2024-03-06T09:00:00"
         ],
         "title": {
          "text": ""
         }
        },
        "yaxis": {
         "anchor": "x",
         "domain": [
          0,
          1
         ],
         "title": {
          "text": "Discharge Q (mL/s)"
         }
        }
       }
      }
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# plot flow data\n",
    "Qx1 = Qx.iloc[:,:4].rolling('5D').mean()\n",
    "fig = px.line(Qx1*np.nan,template='none')#.update_traces(marker=dict(opacity=1, size=2)) #,marginal_y='box'\n",
    "fig.add_trace(go.Scatter(x=Qx1.index, y=Qx1['Site 1'], mode='lines', name='Site 1', line_color='#1f77b4', showlegend=False))\n",
    "fig.add_trace(go.Scatter(x=Qx1.index, y=Qx1['Site 2'], mode='lines', name='Site 2', line_color='#ff7f0e', showlegend=False))\n",
    "fig.add_trace(go.Scatter(x=Qx1.index, y=Qx1['Site 3B'], mode='lines', name='Site 3B', line_color='#2ca02c', showlegend=False))\n",
    "fig.add_trace(go.Scatter(x=Qx1.index, y=Qx1['Site 3A'], mode='lines', name='Site 3A', line_color='#d62728', showlegend=False))\n",
    "\n",
    "fig.update_layout(xaxis_title='', yaxis_title='Discharge Q (mL/s)', legend_title_text='Gauges<br>Reiche Zeche',xaxis_range=[Qx.index[0],Qx.index[-1]])\n",
    "fig.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "5d3194c5",
   "metadata": {},
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    "#plot PLI\n",
    "#px.line(mpi.loc[mpi.site_id.str.contains('C4|A12|B3|B4')],x='date', y='PLI', color='site_id', template='none')\n",
    "figmp = px.line(pcd,x='date', y='PLI', color='site_id', template='none')\n",
    "figmp.update_traces(line=dict(color='rgba(55, 50, 50, 0.25)', width=1))\n",
    "#figmp.update_layout(showlegend=False)\n",
    "\n",
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    "figmp.add_trace(go.Scatter(x=pcd.loc[pcd.site_id.str.contains('A12'),'date'], y=pcd.loc[pcd.site_id.str.contains('A12'),'PLI'], mode='lines+markers', name='Site 2', line_color='#ff7f0e'))\n",
    "figmp.add_trace(go.Scatter(x=pcd.loc[pcd.site_id.str.contains('B3'),'date'], y=pcd.loc[pcd.site_id.str.contains('B3'),'PLI'], mode='lines+markers', name='Site 3B', line_color='#2ca02c'))\n",
    "figmp.add_trace(go.Scatter(x=pcd.loc[pcd.site_id.str.contains('B4'),'date'], y=pcd.loc[pcd.site_id.str.contains('B4'),'PLI'], mode='lines+markers', name='Site 3A', line_color='#d62728'))\n",
    "labels_to_show_in_legend = ['Site 1', 'Site 2', 'Site 3A', 'Site 3B']\n",
    "for trace in figmp['data']: \n",
    "    if (not trace['name'] in labels_to_show_in_legend):\n",
    "        trace['showlegend'] = False\n",
    "figmp.update_layout(xaxis_range=[Qx.index[0],Qx.index[-1]], yaxis_range=[0,1500], xaxis_title='')\n",
    "figmp.show()"
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  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "ef2f99ec",
   "metadata": {},
   "outputs": [
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     "text": [
      "[1/6] Building segment-wise data...\n",
      "  Generated 115 segments\n",
      "[2/6] Computing CVc/CVq and C-Q slopes...\n",
      "[3/6] Merging data...\n",
      "  Computing change distributions...\n",
      "  ΔC thresholds: steep decline < -92.4 (p08), large increase > 133.8 (p90)\n",
      "  ΔQ thresholds: moderate decline < -40.3 (p25), increase > 9.5 (p75)\n",
      "[4/6] Analyzing high-resolution Q dynamics and window hysteresis...\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "[5/6] Classifying with percentile-based logic + C-Q slopes...\n",
      "\n",
      "[6/6] Complete!\n",
      "\n",
      "Phase distribution:\n",
      "  C: 41 (35.7%)\n",
      "  L: 24 (20.9%)\n",
      "  V: 20 (17.4%)\n",
      "  F: 15 (13.0%)\n",
      "  D: 14 (12.2%)\n",
      "  R: 1 (0.9%)\n"
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   "source": [
    "# Perform Hysteresis Analysis\n",
    "classified = gcs.classify_geochemical_phase(pcd, sites=['C4', 'A12', 'B3', 'B4'], flow_highres=Qx, ccol='PLI', qcol='Q_mLs', use_highres=True)\n",
    "\n",
    "# phase sequence plot\n",
    "figts2 = gcs.create_phase_sequence_plot(classified, sites=['C4', 'A12', 'B3', 'B4'])\n",
    "figts2.update_xaxes(range=[Qx.index[0],Qx.index[-1]])\n",
    "figts2.show()\n"
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  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "c9f120b3",
   "metadata": {},
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    "figharp.update_layout(yaxis_title='HI(HARP area)')\n",
    "figharp.show()"
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    "figcvcq = px.line(classified, color='site_id', x='end_date',y='CVc_CVq', template='none', markers=True)\n",
    "figcvcq.update_xaxes(range=[Qx.index[0],Qx.index[-1]])\n",
    "figcvcq.update_layout(yaxis_title='CV(c)/CV(q)')\n",
    "figcvcq.show()"
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    "figx = spx.make_subplots(rows=4, cols=1, row_heights=[0.1, 0.1, 0.4, 0.4])\n",
    "\n",
    "figsc_traces = []\n",
    "fig_traces = []\n",
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    "figmp_traces = []\n",
    "for trace in range(len(figsc[\"data\"])):\n",
    "    figsc_traces.append(figsc[\"data\"][trace])\n",
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    "    figp_traces.append(figp[\"data\"][trace])\n",
    "for trace in range(len(fig[\"data\"])):\n",
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    "    figmp_traces.append(figmp[\"data\"][trace])\n",
    "\n",
    "for traces in figsc_traces:\n",
    "    figx.append_trace(traces, row=1, col=1)\n",
    "for traces in figp_traces:\n",
    "    figx.append_trace(traces, row=2, col=1)\n",
    "for traces in fig_traces:\n",
    "    figx.append_trace(traces, row=3, col=1)\n",
    "for traces in figmp_traces:\n",
    "    figx.append_trace(traces, row=4, col=1)\n",
    "\n",
    "\n",
    "figx.update_layout(template='none')\n",
    "figx.update_xaxes(range=[Qx.index[0],Qx.index[-1]])\n",
    "figx['layout']['yaxis']['title']='Drought<br>index'\n",
    "figx['layout']['yaxis2']['title']='Precip<br>(mm/14d)'\n",
    "figx['layout']['yaxis3']['title']='Drainage<br>Q (mL/s)'\n",
    "figx['layout']['yaxis4']['title']='Pollution Load<br>Index (PLI)'\n",
    "figx['layout']['yaxis4']['range']=[0,1500]\n",
    "figx.show()\n",
    "#figx.write_image('hygc_RZ.pdf',width=1200,height=800)"
   ]
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          "2024-02-12T00:00:00",
          "2024-03-06T00:00:00",
          "2024-05-13T00:00:00"
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         "y": [
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         "fill": "tozeroy",
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       ],
       "layout": {
        "template": {
         "data": {
          "scatter": [
           {
            "type": "scatter"
           }
          ]
         }
        }
       }
      }
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Zn load plot\n",
    "dummy = pd.DataFrame((0.000001*(pcd.Q_mLs*86.4*pcd.Zn_mgL)).dropna())\n",
    "dummy.columns = ['load']\n",
    "dummy['site_id'] = pcd.loc[dummy.index,'site_id']\n",
    "dummy.index = pcd.loc[dummy.index,'date']\n",
    "\n",
    "fig2 = go.Figure()\n",
    "fig2.add_trace(go.Scatter(x=dummy.loc[dummy.site_id.str.contains('B3')].index, y=dummy.loc[dummy.site_id.str.contains('B3'),'load'], fill='tonexty', name='3B')) \n",
    "fig2.add_trace(go.Scatter(x=dummy.loc[dummy.site_id.str.contains('B4')].index, y=dummy.loc[dummy.site_id.str.contains('B4'),'load'], fill='tozeroy', name='3A')) \n",
    "fig2.update_layout(template='none')\n",
    "fig2.show()\n",
    "#fig2.write_image('load_Zn.pdf',width=1200,height=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "550521fa",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\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>y1_1</th>\n",
       "      <th>y1_2</th>\n",
       "      <th>y2_1</th>\n",
       "      <th>y2_2</th>\n",
       "      <th>d1_1</th>\n",
       "      <th>d1_2</th>\n",
       "      <th>d2_1</th>\n",
       "      <th>d2_2</th>\n",
       "      <th>peakshare1</th>\n",
       "      <th>peaktime1</th>\n",
       "      <th>peakshare2</th>\n",
       "      <th>peaktime2</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>B3</th>\n",
       "      <td>124.496710</td>\n",
       "      <td>65.528128</td>\n",
       "      <td>87.468185</td>\n",
       "      <td>48.473897</td>\n",
       "      <td>272.0</td>\n",
       "      <td>93.0</td>\n",
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       "      <td>0.356578</td>\n",
       "      <td>0.193038</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>B4</th>\n",
       "      <td>350.209069</td>\n",
       "      <td>452.144716</td>\n",
       "      <td>299.949926</td>\n",
       "      <td>300.123740</td>\n",
       "      <td>272.0</td>\n",
       "      <td>93.0</td>\n",
       "      <td>255.0</td>\n",
       "      <td>61.0</td>\n",
       "      <td>0.563523</td>\n",
       "      <td>0.254795</td>\n",
       "      <td>0.500145</td>\n",
       "      <td>0.193038</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "          y1_1        y1_2        y2_1        y2_2   d1_1  d1_2   d2_1  d2_2  \\\n",
       "B3  124.496710   65.528128   87.468185   48.473897  272.0  93.0  255.0  61.0   \n",
       "B4  350.209069  452.144716  299.949926  300.123740  272.0  93.0  255.0  61.0   \n",
       "\n",
       "    peakshare1  peaktime1  peakshare2  peaktime2  \n",
       "B3    0.344840   0.254795    0.356578   0.193038  \n",
       "B4    0.563523   0.254795    0.500145   0.193038  "
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# calculate load shares\n",
    "d0='2022-02-02'\n",
    "d1='2022-11-01'\n",
    "d2='2023-02-02'\n",
    "d3='2023-10-15'\n",
    "d4='2023-12-15'\n",
    "\n",
    "six='B3'\n",
    "y1_1 = dummy.loc[(dummy.site_id.str.contains(six)) & (dummy.index<d1)].load.mean()*(pd.to_datetime(d1)-pd.to_datetime(d0)).days\n",
    "y1_2 = dummy.loc[(dummy.site_id.str.contains(six)) & (dummy.index>=d1) & (dummy.index<d2)].load.mean()*(pd.to_datetime(d2)-pd.to_datetime(d1)).days\n",
    "y2_1 = dummy.loc[(dummy.site_id.str.contains(six)) & (dummy.index>d2) & (dummy.index<d3)].load.mean()*(pd.to_datetime(d3)-pd.to_datetime(d2)).days\n",
    "y2_2 = dummy.loc[(dummy.site_id.str.contains(six)) & (dummy.index>=d3) & (dummy.index<d4)].load.mean()*(pd.to_datetime(d4)-pd.to_datetime(d3)).days\n",
    "\n",
    "loadshare = pd.Series([y1_1,y1_2,y2_1,y2_2,(pd.to_datetime(d1)-pd.to_datetime(d0)).days,(pd.to_datetime(d2)-pd.to_datetime(d1)).days,(pd.to_datetime(d3)-pd.to_datetime(d2)).days,(pd.to_datetime(d4)-pd.to_datetime(d3)).days], name=six) \n",
    "\n",
    "six='B4'\n",
    "y1_1 = dummy.loc[(dummy.site_id.str.contains(six)) & (dummy.index<d1)].load.mean()*(pd.to_datetime(d1)-pd.to_datetime(d0)).days\n",
    "y1_2 = dummy.loc[(dummy.site_id.str.contains(six)) & (dummy.index>=d1) & (dummy.index<d2)].load.mean()*(pd.to_datetime(d2)-pd.to_datetime(d1)).days\n",
    "y2_1 = dummy.loc[(dummy.site_id.str.contains(six)) & (dummy.index>d2) & (dummy.index<d3)].load.mean()*(pd.to_datetime(d3)-pd.to_datetime(d2)).days\n",
    "y2_2 = dummy.loc[(dummy.site_id.str.contains(six)) & (dummy.index>=d3) & (dummy.index<d4)].load.mean()*(pd.to_datetime(d4)-pd.to_datetime(d3)).days\n",
    "\n",
    "loadshare = pd.DataFrame([loadshare,pd.Series([y1_1,y1_2,y2_1,y2_2,(pd.to_datetime(d1)-pd.to_datetime(d0)).days,(pd.to_datetime(d2)-pd.to_datetime(d1)).days,(pd.to_datetime(d3)-pd.to_datetime(d2)).days,(pd.to_datetime(d4)-pd.to_datetime(d3)).days], name=six)])\n",
    "loadshare.columns = ['y1_1','y1_2','y2_1','y2_2','d1_1','d1_2','d2_1','d2_2']\n",
    "loadshare['peakshare1'] = loadshare.y1_2/(loadshare.y1_1+loadshare.y1_2)\n",
    "loadshare['peaktime1'] = loadshare.d1_2/(loadshare.d1_1+loadshare.d1_2)\n",
    "loadshare['peakshare2'] = loadshare.y2_2/(loadshare.y2_1+loadshare.y2_2)\n",
    "loadshare['peaktime2'] = loadshare.d2_2/(loadshare.d2_1+loadshare.d2_2)\n",
    "loadshare"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "bf91f261",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/89/fb19llwd13zf7jxq9r7t2c3h0000gn/T/ipykernel_48159/514665103.py:6: RuntimeWarning:\n",
      "\n",
      "invalid value encountered in cast\n",
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>2H_m</th>\n",
       "      <th>2H_cal</th>\n",
       "      <th>2H_err</th>\n",
       "      <th>18O_m</th>\n",
       "      <th>18O_cal</th>\n",
       "      <th>18O_err</th>\n",
       "      <th>kx</th>\n",
       "      <th>date</th>\n",
       "      <th>campaign</th>\n",
       "      <th>position</th>\n",
       "      <th>dev_med</th>\n",
       "      <th>dev_med_pos</th>\n",
       "      <th>Identifier_mine1</th>\n",
       "      <th>Group</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>P</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",
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       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>P-165</th>\n",
       "      <td>-68.916000</td>\n",
       "      <td>-68.260503</td>\n",
       "      <td>0.080500</td>\n",
       "      <td>-9.797500</td>\n",
       "      <td>-9.737097</td>\n",
       "      <td>0.020250</td>\n",
       "      <td>9.0</td>\n",
       "      <td>2022-03-01</td>\n",
       "      <td>3</td>\n",
       "      <td>A1</td>\n",
       "      <td>5.002251</td>\n",
       "      <td>1.227158</td>\n",
       "      <td>A1_3</td>\n",
       "      <td>Mine</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>P-175</th>\n",
       "      <td>-68.060000</td>\n",
       "      <td>-67.416229</td>\n",
       "      <td>0.026593</td>\n",
       "      <td>-10.042667</td>\n",
       "      <td>-10.026320</td>\n",
       "      <td>0.016052</td>\n",
       "      <td>10.0</td>\n",
       "      <td>2022-03-01</td>\n",
       "      <td>3</td>\n",
       "      <td>A1</td>\n",
       "      <td>4.193605</td>\n",
       "      <td>0.393474</td>\n",
       "      <td>A1_3</td>\n",
       "      <td>Mine</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>P-176</th>\n",
       "      <td>-68.175333</td>\n",
       "      <td>-67.534543</td>\n",
       "      <td>0.171197</td>\n",
       "      <td>-10.037000</td>\n",
       "      <td>-10.019496</td>\n",
       "      <td>0.042437</td>\n",
       "      <td>10.0</td>\n",
       "      <td>2022-03-01</td>\n",
       "      <td>3</td>\n",
       "      <td>A2</td>\n",
       "      <td>4.309644</td>\n",
       "      <td>0.681456</td>\n",
       "      <td>A2_3</td>\n",
       "      <td>Mine</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>P-177</th>\n",
       "      <td>-66.564667</td>\n",
       "      <td>-65.921305</td>\n",
       "      <td>0.117667</td>\n",
       "      <td>-9.738333</td>\n",
       "      <td>-9.717012</td>\n",
       "      <td>0.049317</td>\n",
       "      <td>10.0</td>\n",
       "      <td>2022-03-01</td>\n",
       "      <td>3</td>\n",
       "      <td>A3</td>\n",
       "      <td>2.670542</td>\n",
       "      <td>0.442339</td>\n",
       "      <td>A3_3</td>\n",
       "      <td>Mine</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>P-178</th>\n",
       "      <td>-64.123333</td>\n",
       "      <td>-63.476281</td>\n",
       "      <td>0.021111</td>\n",
       "      <td>-9.433000</td>\n",
       "      <td>-9.408064</td>\n",
       "      <td>0.012764</td>\n",
       "      <td>10.0</td>\n",
       "      <td>2022-03-01</td>\n",
       "      <td>3</td>\n",
       "      <td>A4</td>\n",
       "      <td>0.206828</td>\n",
       "      <td>0.374180</td>\n",
       "      <td>A4_3</td>\n",
       "      <td>Mine</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>P-9629</th>\n",
       "      <td>-35.521667</td>\n",
       "      <td>-35.251446</td>\n",
       "      <td>0.029827</td>\n",
       "      <td>-4.891667</td>\n",
       "      <td>-5.120138</td>\n",
       "      <td>0.005884</td>\n",
       "      <td>603.0</td>\n",
       "      <td>2020-07-08</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precip</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>P-10098</th>\n",
       "      <td>-33.202000</td>\n",
       "      <td>-33.597948</td>\n",
       "      <td>0.044713</td>\n",
       "      <td>-4.124333</td>\n",
       "      <td>-4.494433</td>\n",
       "      <td>0.011850</td>\n",
       "      <td>628.0</td>\n",
       "      <td>2020-07-25</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precip</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>P-10099</th>\n",
       "      <td>-35.339667</td>\n",
       "      <td>-35.708445</td>\n",
       "      <td>0.079220</td>\n",
       "      <td>-5.271333</td>\n",
       "      <td>-5.610809</td>\n",
       "      <td>0.006481</td>\n",
       "      <td>628.0</td>\n",
       "      <td>2020-08-02</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precip</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>P-10399</th>\n",
       "      <td>-36.400667</td>\n",
       "      <td>-36.853745</td>\n",
       "      <td>0.358990</td>\n",
       "      <td>-5.472333</td>\n",
       "      <td>-5.722069</td>\n",
       "      <td>0.046503</td>\n",
       "      <td>643.0</td>\n",
       "      <td>2024-08-21</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precip</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>P-11016</th>\n",
       "      <td>-44.398667</td>\n",
       "      <td>-43.874504</td>\n",
       "      <td>0.051910</td>\n",
       "      <td>-7.465333</td>\n",
       "      <td>-7.485271</td>\n",
       "      <td>0.013948</td>\n",
       "      <td>677.0</td>\n",
       "      <td>2024-09-16</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precip</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1484 rows × 14 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              2H_m     2H_cal    2H_err      18O_m    18O_cal   18O_err  \\\n",
       "P                                                                         \n",
       "P-165   -68.916000 -68.260503  0.080500  -9.797500  -9.737097  0.020250   \n",
       "P-175   -68.060000 -67.416229  0.026593 -10.042667 -10.026320  0.016052   \n",
       "P-176   -68.175333 -67.534543  0.171197 -10.037000 -10.019496  0.042437   \n",
       "P-177   -66.564667 -65.921305  0.117667  -9.738333  -9.717012  0.049317   \n",
       "P-178   -64.123333 -63.476281  0.021111  -9.433000  -9.408064  0.012764   \n",
       "...            ...        ...       ...        ...        ...       ...   \n",
       "P-9629  -35.521667 -35.251446  0.029827  -4.891667  -5.120138  0.005884   \n",
       "P-10098 -33.202000 -33.597948  0.044713  -4.124333  -4.494433  0.011850   \n",
       "P-10099 -35.339667 -35.708445  0.079220  -5.271333  -5.610809  0.006481   \n",
       "P-10399 -36.400667 -36.853745  0.358990  -5.472333  -5.722069  0.046503   \n",
       "P-11016 -44.398667 -43.874504  0.051910  -7.465333  -7.485271  0.013948   \n",
       "\n",
       "            kx       date  campaign position   dev_med  dev_med_pos  \\\n",
       "P                                                                     \n",
       "P-165      9.0 2022-03-01         3       A1  5.002251     1.227158   \n",
       "P-175     10.0 2022-03-01         3       A1  4.193605     0.393474   \n",
       "P-176     10.0 2022-03-01         3       A2  4.309644     0.681456   \n",
       "P-177     10.0 2022-03-01         3       A3  2.670542     0.442339   \n",
       "P-178     10.0 2022-03-01         3       A4  0.206828     0.374180   \n",
       "...        ...        ...       ...      ...       ...          ...   \n",
       "P-9629   603.0 2020-07-08         0      NaN       NaN          NaN   \n",
       "P-10098  628.0 2020-07-25         0      NaN       NaN          NaN   \n",
       "P-10099  628.0 2020-08-02         0      NaN       NaN          NaN   \n",
       "P-10399  643.0 2024-08-21         0      NaN       NaN          NaN   \n",
       "P-11016  677.0 2024-09-16         0      NaN       NaN          NaN   \n",
       "\n",
       "        Identifier_mine1   Group  \n",
       "P                                 \n",
       "P-165               A1_3    Mine  \n",
       "P-175               A1_3    Mine  \n",
       "P-176               A2_3    Mine  \n",
       "P-177               A3_3    Mine  \n",
       "P-178               A4_3    Mine  \n",
       "...                  ...     ...  \n",
       "P-9629               NaN  Precip  \n",
       "P-10098              NaN  Precip  \n",
       "P-10099              NaN  Precip  \n",
       "P-10399              NaN  Precip  \n",
       "P-11016              NaN  Precip  \n",
       "\n",
       "[1484 rows x 14 columns]"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# read in isotope data\n",
    "isodata = pd.read_csv('Isotopes.csv',index_col=0)\n",
    "isodata.date = pd.to_datetime(isodata.date)\n",
    "isodata = isodata[['2H_m', '2H_cal', '2H_err', '18O_m', '18O_cal', '18O_err', 'kx', 'date',\n",
    "       'campaign', 'position', 'dev_med', 'dev_med_pos', 'Identifier_mine1', 'Group']]  \n",
    "isodata.campaign = isodata.campaign.values.astype(int)\n",
    "isodata\n"
   ]
  },
  {
   "cell_type": "code",
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   "source": [
    "# merge and plot isotope data\n",
    "cqi = pd.merge(pcd,isodata[['2H_m','2H_cal', '2H_err', '18O_m', '18O_cal', '18O_err', 'position','campaign', 'dev_med', 'dev_med_pos','Group']],how='left',left_on=['site_id','campaign'],right_on=['position','campaign']) \n",
    "\n",
    "loc_dev = pd.concat([np.sqrt(cqi.loc[cqi.site_id.str.contains('C4|A12|B3|B4')].groupby('campaign')['2H_cal'].std()*cqi.loc[cqi.site_id.str.contains('C4|A12|B3|B4')].groupby('campaign')['18O_cal'].std()),\n",
    "    np.sqrt(cqi.loc[cqi.site_id.str.contains('A12|B3|B4')].groupby('campaign')['2H_cal'].std()*cqi.loc[cqi.site_id.str.contains('A12|B3|B4')].groupby('campaign')['18O_cal'].std()),\n",
    "    np.sqrt(cqi.loc[cqi.site_id.str.contains('B3|B4')].groupby('campaign')['2H_cal'].std()*cqi.loc[cqi.site_id.str.contains('B3|B4')].groupby('campaign')['18O_cal'].std()),\n",
    "    np.sqrt(cqi.loc[cqi.site_id.str.contains('C4|A12')].groupby('campaign')['2H_cal'].std()*cqi.loc[cqi.site_id.str.contains('C4|A12')].groupby('campaign')['18O_cal'].std()),\n",
    "    np.sqrt(cqi.loc[cqi.site_id.str.contains('A12|B4')].groupby('campaign')['2H_cal'].std()*cqi.loc[cqi.site_id.str.contains('A12|B4')].groupby('campaign')['18O_cal'].std()),\n",
    "    np.sqrt(cqi.loc[cqi.site_id.str.contains('A12|B3')].groupby('campaign')['2H_cal'].std()*cqi.loc[cqi.site_id.str.contains('A12|B3')].groupby('campaign')['18O_cal'].std())],axis=1)  \n",
    "loc_dev.columns = ['std_all','std_2/3','std_3','std_1/2','std_2/3A','std_2/3B']\n",
    "px.scatter(loc_dev,template='none',marginal_y='box',log_y=True)\n",
    "#np.sqrt(cqi.groupby('campaign')['2H_cal'].std()*cqi.groupby('campaign')['18O_cal'].std())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "53d1421c",
   "metadata": {},
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    "# isotopic difference time series\n",
    "\n",
    "cqi2 = pd.merge(cqi,loc_dev,how='left',left_on='campaign',right_on='campaign')\n",
    "#fig3 = px.scatter(cqi2,x='date',y=['std_all','std_2/3','std_3','std_2/3A','std_2/3B'],template='none')\n",
    "fig3 = px.scatter(cqi2,x='date',y=['std_2/3B','std_2/3A'],template='none',log_y=True)#, marginal_y='box')\n",
    "# Add vertical lines connecting the pairs\n",
    "for date in cqi2['date'].unique():\n",
    "    # Get the two y-values for this date\n",
    "    subset = cqi2[cqi2['date'] == date]\n",
    "    if len(subset) >= 2:  # Ensure we have both values\n",
    "        y_values = [subset['std_2/3A'].iloc[0], subset['std_2/3B'].iloc[0]]\n",
    "        # Remove any NaN values\n",
    "        y_values = [y for y in y_values if not pd.isna(y)]\n",
    "        \n",
    "        if len(y_values) == 2:\n",
    "            fig3.add_trace(go.Scatter(\n",
    "                x=[date, date],\n",
    "                y=[min(y_values), max(y_values)],\n",
    "                mode='lines',\n",
    "                line=dict(color='gray', width=1),\n",
    "                showlegend=False,\n",
    "                hoverinfo='skip'\n",
    "            ))\n",
    "\n",
    "fig3.update_xaxes(range=[Qx.index[0],Qx.index[-1]])\n",
    "fig3.show()\n",
    "#fig3.write_image('isodiff.pdf',width=1200,height=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "e8bf7922",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1/6] Building segment-wise data...\n",
      "  Generated 91 segments\n",
      "[2/6] Computing CVc/CVq and C-Q slopes...\n",
      "[3/6] Merging data...\n",
      "  Computing change distributions...\n",
      "  ΔC thresholds: steep decline < -0.2 (p08), large increase > 0.2 (p90)\n",
      "  ΔQ thresholds: moderate decline < -38.8 (p25), increase > 9.5 (p75)\n",
      "[4/6] Analyzing high-resolution Q dynamics and window hysteresis...\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "[5/6] Classifying with percentile-based logic + C-Q slopes...\n",
      "\n",
      "[6/6] Complete!\n",
      "\n",
      "Phase distribution:\n",
      "  C: 36 (39.6%)\n",
      "  L: 27 (29.7%)\n",
      "  F: 14 (15.4%)\n",
      "  V: 7 (7.7%)\n",
      "  D: 7 (7.7%)\n",
      "[1/6] Building segment-wise data...\n",
      "  Generated 91 segments\n",
      "[2/6] Computing CVc/CVq and C-Q slopes...\n",
      "[3/6] Merging data...\n",
      "  Computing change distributions...\n",
      "  ΔC thresholds: steep decline < -19.2 (p08), large increase > 41.1 (p90)\n",
      "  ΔQ thresholds: moderate decline < -38.8 (p25), increase > 9.5 (p75)\n",
      "[4/6] Analyzing high-resolution Q dynamics and window hysteresis...\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "[5/6] Classifying with percentile-based logic + C-Q slopes...\n",
      "\n",
      "[6/6] Complete!\n",
      "\n",
      "Phase distribution:\n",
      "  C: 30 (33.0%)\n",
      "  L: 27 (29.7%)\n",
      "  F: 14 (15.4%)\n",
      "  V: 12 (13.2%)\n",
      "  D: 7 (7.7%)\n",
      "  R: 1 (1.1%)\n",
      "[1/6] Building segment-wise data...\n",
      "  Generated 91 segments\n",
      "[2/6] Computing CVc/CVq and C-Q slopes...\n",
      "[3/6] Merging data...\n",
      "  Computing change distributions...\n",
      "  ΔC thresholds: steep decline < -3.3 (p08), large increase > 1.7 (p90)\n",
      "  ΔQ thresholds: moderate decline < -38.8 (p25), increase > 9.5 (p75)\n",
      "[4/6] Analyzing high-resolution Q dynamics and window hysteresis...\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "[5/6] Classifying with percentile-based logic + C-Q slopes...\n",
      "\n",
      "[6/6] Complete!\n",
      "\n",
      "Phase distribution:\n",
      "  C: 30 (33.0%)\n",
      "  L: 22 (24.2%)\n",
      "  V: 18 (19.8%)\n",
      "  F: 12 (13.2%)\n",
      "  D: 9 (9.9%)\n",
      "[1/6] Building segment-wise data...\n",
      "  Generated 91 segments\n",
      "[2/6] Computing CVc/CVq and C-Q slopes...\n",
      "[3/6] Merging data...\n",
      "  Computing change distributions...\n",
      "  ΔC thresholds: steep decline < -189.3 (p08), large increase > 161.7 (p90)\n",
      "  ΔQ thresholds: moderate decline < -38.8 (p25), increase > 9.5 (p75)\n",
      "[4/6] Analyzing high-resolution Q dynamics and window hysteresis...\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "Warning: Some x_fixed points could not be interpolated. Using fallback method.\n",
      "[5/6] Classifying with percentile-based logic + C-Q slopes...\n",
      "\n",
      "[6/6] Complete!\n",
      "\n",
      "Phase distribution:\n",
      "  C: 28 (30.8%)\n",
      "  L: 23 (25.3%)\n",
      "  V: 15 (16.5%)\n",
      "  F: 14 (15.4%)\n",
      "  D: 11 (12.1%)\n"
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   "source": [
    "# create a multi compound plot\n",
    "import hygcs.gcs_visualization as gcsv\n",
    "fig = gcsv.create_multi_compound_hysteresis_plot(\n",
    "    pcd, Qx, sites=['A12', 'B4', 'B3'],\n",
    "    ccols=['Cd_mgL', 'Zn_mgL','Fe_mgL','PLI'],\n",
    "    compounds=['Cd', 'Zn','Fe','PLI'],\n",
    "    conc_units=['mg L⁻¹', 'mg L⁻¹','mg L⁻¹',''],\n",
    "    qcol='Q_mLs', flow_unit='mL s⁻¹',\n",
    "   cxmin=[0.02, 1.,0.01,20.], cxmax=[4., 600.0, 30., 1600.],\n",
    "    qxmin=4.,\n",
    "    hi_method='zuecco'  # Use Lloyd's HI for styling - or zuecco\n",
    ")\n",
    "fig.update_layout(template='none')\n",
    "fig.show()\n",
    "#fig.write_image('hysteresis_plot_zuecco2.pdf', width=1200, height=1400)"
   ]
  },
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  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "103530c2",
   "metadata": {},
   "outputs": [],
   "source": [
    "# read site 2 autosampler data plus sampling data from stratification analysis \n",
    "autosampler = pd.read_csv('Site2_autosampler_PC.csv',index_col=0)\n",
    "autosampler.date = pd.to_datetime(autosampler.date)\n",
    "autosampler['dss'] = autosampler.date - autosampler.date.min()\n",
    "autosampler['doy'] = autosampler.date.dt.dayofyear\n",
    "#autosampler\n",
    "\n",
    "stratsample = pd.read_csv('Site2_stratified_sampling_PC.csv',index_col=0)\n",
    "stratsample.date = pd.to_datetime(stratsample.date)\n",
    "stratsample['dss'] = stratsample.date - autosampler.date.min()\n",
    "stratsample['doy'] = stratsample.date.dt.dayofyear\n",
    "#stratsample\n",
    "\n",
    "spec = pd.read_csv('Site2_spectrolyzer_autosampler_prediction.csv',index_col=0)\n",
    "spec['date'] = pd.to_datetime(spec.index)\n",
    "spec['dss'] = spec.date - autosampler.date.min()\n",
    "spec.dss = spec.dss.dt.days\n",
    "spec['doy'] = spec.date.dt.dayofyear\n",
    "#spec daily\n",
    "\n",
    "spechourly = pd.read_csv('Site2_Cdspec_Qlogg_hourly.csv')\n",
    "spechourly['date'] = pd.to_datetime(spechourly['date'], utc=True)\n",
    "#spec hourly \n"
   ]
  },
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   "cell_type": "code",
   "execution_count": 43,
   "id": "1ac9e8cd",
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           719,
           720,
           721,
           722,
           723,
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           725,
           726,
           727,
           728,
           729,
           730,
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           732,
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           735,
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           740,
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           978,
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           980,
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           987,
           988,
           989,
           990,
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           992,
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           1003,
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           1006,
           1007,
           1008,
           1009,
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           1016,
           1017,
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           1024,
           1025,
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           1038,
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           1077,
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           1080,
           1081,
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           1099,
           1100,
           1101,
           1102,
           1103,
           1104,
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           1107,
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           1111,
           1112,
           1113,
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           1115,
           1116,
           1117,
           1118,
           1119,
           1120,
           1121,
           1122,
           1123,
           1124,
           1125,
           1126,
           1127,
           1128,
           1129,
           1130,
           1131,
           1132,
           1133,
           1134,
           1135,
           1136,
           1137,
           1138,
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           1175,
           1176,
           1177,
           1178,
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           1180,
           1181,
           1182,
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           1189,
           1190,
           1191,
           1192,
           1193,
           1194,
           1195,
           1196,
           1197,
           1198,
           1199,
           1200,
           1201,
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           1205,
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           1234,
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           1260,
           1261,
           1262,
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           1264,
           1265,
           1266,
           1267,
           1268,
           1269,
           1270,
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           1301,
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           1327,
           1328,
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           1331,
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           1333,
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           1338,
           1339,
           1340,
           1341,
           1342,
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           1344,
           1345,
           1346,
           1347,
           1348,
           1349,
           1350,
           1351,
           1352,
           1353,
           1354,
           1355,
           1356,
           1357,
           1358,
           1359,
           1360,
           1361,
           1362,
           1363,
           1364,
           1365,
           1366,
           1367,
           1368,
           1369,
           1370,
           1371,
           1372,
           1373,
           1374,
           1375,
           1376,
           1377,
           1378,
           1379,
           1380,
           1381,
           1382,
           1383,
           1384,
           1385,
           1386,
           1387,
           1388,
           1389,
           1390,
           1391,
           1392,
           1393,
           1394,
           1395,
           1396,
           1397,
           1398,
           1399,
           1400,
           1401,
           1402,
           1403,
           1404,
           1405,
           1406,
           1407,
           1408,
           1409,
           1410,
           1411,
           1412,
           1413,
           1414,
           1415,
           1416,
           1417,
           1418,
           1419,
           1420,
           1421,
           1422,
           1423,
           1424,
           1425,
           1426,
           1427,
           1428,
           1429,
           1430,
           1431,
           1432,
           1433,
           1434,
           1435,
           1436,
           1437,
           1438,
           1439,
           1440,
           1441,
           1442,
           1443,
           1444,
           1445,
           1446,
           1447,
           1448,
           1449,
           1450,
           1451,
           1452,
           1453,
           1454,
           1455,
           1456,
           1457,
           1458,
           1459,
           1460,
           1461,
           1462,
           1463,
           1464,
           1465,
           1466,
           1467,
           1468,
           1469,
           1470,
           1471,
           1472,
           1473,
           1474,
           1475,
           1476,
           1477,
           1478,
           1479,
           1480,
           1481,
           1482,
           1483,
           1484,
           1485,
           1486,
           1487,
           1488,
           1489,
           1490,
           1491,
           1492,
           1493,
           1494,
           1495,
           1496,
           1497,
           1498,
           1499,
           1500,
           1501,
           1502,
           1503,
           1504,
           1505,
           1506,
           1507,
           1508,
           1509,
           1510,
           1511,
           1512,
           1513,
           1514,
           1515,
           1516,
           1517,
           1518,
           1519,
           1520,
           1521,
           1522,
           1523,
           1524,
           1525,
           1526,
           1527,
           1528,
           1529,
           1530,
           1531,
           1532,
           1533,
           1534,
           1535,
           1536,
           1537,
           1538,
           1539,
           1540,
           1541,
           1542,
           1543,
           1544,
           1545,
           1546,
           1547,
           1548,
           1549,
           1550,
           1551,
           1552,
           1553,
           1554,
           1555,
           1556,
           1557,
           1558,
           1559,
           1560,
           1561,
           1562,
           1563,
           1564,
           1565,
           1566,
           1567,
           1568,
           1569,
           1570,
           1571,
           1572,
           1573,
           1574,
           1575,
           1576,
           1577,
           1578,
           1579,
           1580,
           1581,
           1582,
           1583,
           1584,
           1585,
           1586,
           1587,
           1588,
           1589,
           1590,
           1591,
           1592,
           1593,
           1594,
           1595,
           1596,
           1597,
           1598,
           1599,
           1600,
           1601,
           1602,
           1603,
           1604,
           1605,
           1606,
           1607,
           1608,
           1609,
           1610,
           1611,
           1612,
           1613,
           1614,
           1615,
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           1617,
           1618,
           1619,
           1620,
           1621,
           1622,
           1623,
           1624,
           1625,
           1626,
           1627,
           1628,
           1629,
           1630,
           1631,
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           1633,
           1634,
           1635,
           1636,
           1637,
           1638,
           1639,
           1640,
           1641,
           1642,
           1643,
           1644,
           1645,
           1646,
           1647,
           1648,
           1649,
           1650,
           1651,
           1652,
           1653,
           1654,
           1655,
           1656,
           1657,
           1658,
           1659,
           1660,
           1661,
           1662,
           1663,
           1664,
           1665,
           1666,
           1667,
           1668,
           1669,
           1670,
           1671,
           1672,
           1673,
           1674,
           1675,
           1676,
           1677,
           1678,
           1679,
           1680,
           1681,
           1682,
           1683,
           1684,
           1685,
           1686,
           1687,
           1688,
           1689,
           1690,
           1691,
           1692,
           1693,
           1694,
           1695,
           1696,
           1697,
           1698,
           1699,
           1700,
           1701,
           1702,
           1703,
           1704,
           1705,
           1706,
           1707,
           1708,
           1709,
           1710,
           1711,
           1712,
           1713,
           1714,
           1715,
           1716,
           1717,
           1718,
           1719,
           1720,
           1721,
           1722,
           1723,
           1724,
           1725,
           1726,
           1727,
           1728,
           1729,
           1730,
           1731,
           1732,
           1733,
           1734,
           1735,
           1736,
           1737,
           1738,
           1739,
           1740,
           1741,
           1742,
           1743,
           1744,
           1745,
           1746,
           1747,
           1748,
           1749,
           1750,
           1751,
           1752,
           1753,
           1754,
           1755,
           1756,
           1757,
           1758,
           1759,
           1760,
           1761,
           1762,
           1763,
           1764,
           1765,
           1766,
           1767,
           1768,
           1769,
           1770,
           1771,
           1772,
           1773,
           1774,
           1775,
           1776,
           1777,
           1778,
           1779,
           1780,
           1781,
           1782,
           1783,
           1784,
           1785,
           1786,
           1787,
           1788,
           1789,
           1790,
           1791,
           1792,
           1793,
           1794,
           1795,
           1796,
           1797,
           1798,
           1799,
           1800,
           1801,
           1802,
           1803,
           1804,
           1805,
           1806,
           1807,
           1808,
           1809,
           1810,
           1811,
           1812,
           1813,
           1814,
           1815,
           1816,
           1817,
           1818,
           1819,
           1820,
           1821,
           1822,
           1823,
           1824,
           1825,
           1826,
           1827,
           1828,
           1829,
           1830,
           1831,
           1832,
           1833,
           1834,
           1835,
           1836,
           1837,
           1838,
           1839,
           1840,
           1841,
           1842,
           1843,
           1844,
           1845,
           1846,
           1847,
           1848,
           1849,
           1850,
           1851,
           1852,
           1853,
           1854,
           1855,
           1856,
           1857,
           1858,
           1859,
           1860,
           1861,
           1862,
           1863,
           1864,
           1865,
           1866,
           1867,
           1868,
           1869,
           1870,
           1871,
           1872,
           1873,
           1874,
           1875,
           1876,
           1877,
           1878,
           1879,
           1880,
           1881,
           1882,
           1883,
           1884,
           1885,
           1886,
           1887,
           1888,
           1889,
           1890,
           1891,
           1892,
           1893,
           1894,
           1895,
           1896,
           1897,
           1898,
           1899,
           1900,
           1901,
           1902,
           1903,
           1904,
           1905,
           1906,
           1907,
           1908,
           1909,
           1910,
           1911,
           1912,
           1913,
           1914,
           1915,
           1916,
           1917,
           1918,
           1919,
           1920,
           1921,
           1922,
           1923,
           1924,
           1925,
           1926,
           1927,
           1928,
           1929,
           1930,
           1931,
           1932,
           1933,
           1934,
           1935,
           1936,
           1937,
           1938,
           1939,
           1940,
           1941,
           1942,
           1943,
           1944,
           1945,
           1946,
           1947,
           1948,
           1949,
           1950,
           1951,
           1952,
           1953,
           1954,
           1955,
           1956,
           1957,
           1958,
           1959,
           1960,
           1961,
           1962,
           1963,
           1964,
           1965,
           1966,
           1967,
           1968,
           1969,
           1970,
           1971,
           1972,
           1973,
           1974,
           1975,
           1976,
           1977,
           1978,
           1979,
           1980,
           1981,
           1982,
           1983,
           1984,
           1985,
           1986,
           1987,
           1988,
           1989,
           1990,
           1991,
           1992,
           1993,
           1994,
           1995,
           1996,
           1997,
           1998,
           1999,
           2000,
           2001,
           2002,
           2003,
           2004,
           2005,
           2006,
           2007,
           2008,
           2009,
           2010,
           2011,
           2012,
           2013,
           2014,
           2015,
           2016,
           2017,
           2018,
           2019,
           2020,
           2021,
           2022,
           2023,
           2024,
           2025,
           2026,
           2027,
           2028,
           2029,
           2030,
           2031,
           2032,
           2033,
           2034,
           2035,
           2036,
           2037,
           2038,
           2039,
           2040,
           2041,
           2042,
           2043,
           2044,
           2045,
           2046,
           2047,
           2048,
           2049,
           2050,
           2051,
           2052,
           2053,
           2054,
           2055,
           2056,
           2057,
           2058,
           2059,
           2060,
           2061,
           2062,
           2063,
           2064,
           2065,
           2066,
           2067,
           2068,
           2069,
           2070,
           2071,
           2072,
           2073,
           2074,
           2075,
           2076,
           2077,
           2078,
           2079,
           2080,
           2081,
           2082,
           2083,
           2084,
           2085,
           2086,
           2087,
           2088,
           2089,
           2090,
           2091,
           2092,
           2093,
           2094,
           2095,
           2096,
           2097,
           2098,
           2099,
           2100,
           2101,
           2102,
           2103,
           2104,
           2105,
           2106,
           2107,
           2108,
           2109,
           2110,
           2111,
           2112,
           2113,
           2114,
           2115,
           2116,
           2117,
           2118,
           2119,
           2120,
           2121,
           2122,
           2123,
           2124,
           2125,
           2126,
           2127,
           2128,
           2129,
           2130,
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           3020,
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           3421,
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           3488,
           3489,
           3490,
           3491,
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           4850,
           4851,
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           6210,
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           6212,
           6213,
           6214,
           6215,
           6216,
           6217,
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         "fill": "toself",
         "fillcolor": "lightgrey",
         "hoverinfo": "skip",
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          "width": 0
         },
         "mode": "none",
         "opacity": 0.4,
         "showlegend": false,
         "type": "scatter",
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          "2022-06-07",
          "2022-06-28",
          "2022-06-28",
          "2022-06-07"
         ],
         "y": [
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       ],
       "layout": {
        "legend": {
         "font": {
          "size": 18
         },
         "orientation": "h",
         "x": 0,
         "xanchor": "left",
         "y": 4,
         "yanchor": "top"
        },
        "template": {
         "data": {
          "scatter": [
           {
            "type": "scatter"
           }
          ]
         }
        },
        "xaxis": {
         "dtick": "M2",
         "range": [
          "2022-05-01",
          "2023-03-01"
         ],
         "tickfont": {
          "size": 18
         },
         "title": {
          "font": {
           "size": 20
          },
          "text": "Date"
         }
        },
        "yaxis": {
         "tickfont": {
          "size": 18
         },
         "title": {
          "font": {
           "size": 20
          },
          "text": "Cd (mg L⁻¹)"
         },
         "type": "log"
        }
       }
      }
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#time series plot for Cd\n",
    "\n",
    "# 1. Get bottom points (Top sampling group)\n",
    "top_df = stratsample.loc[stratsample.Group == 'Top sampling'].copy()\n",
    "top_df = top_df[(top_df.date >= '2022-06-28') & (top_df.date <= '2022-10-13')]\n",
    "top_df = top_df.sort_values('date')  # ensure proper order\n",
    "\n",
    "# 2. Define polygon by stacking bottom then top\n",
    "x_poly = list(top_df.date) + list(top_df.date[::-1])  # bottom + reversed top\n",
    "y_poly = list(top_df.Cd_mgL) + [6]*len(top_df)     #time series plot\n",
    "\n",
    "#time series plot\n",
    "cmapx = [(0,'#e6f598'),(0.1,'#ffffbf'),(0.2,'#fee08b'),(0.3,'#fdae61'),(0.4,'#f46d43'),(0.5,'#d53e4f'),(0.6,'#9e0142'),(0.7,'#abdda4'),(0.8,'#66c2a5'),(0.9,'#3288bd'),(1,'#5e4fa2')]\n",
    "\n",
    "figa = go.Figure()\n",
    "\n",
    "\n",
    "figa.add_trace(go.Scatter(x=stratsample.loc[stratsample.Group=='Top sampling','date'], y=stratsample.loc[stratsample.Group=='Top sampling','Cd_mgL'], mode='markers', marker_symbol='cross', marker_color='black', name='Top'))\n",
    "figa.add_trace(go.Scatter(x=stratsample.loc[stratsample.Group=='Bottom sampling','date'], y=stratsample.loc[stratsample.Group=='Bottom sampling','Cd_mgL'], mode='markers', marker_symbol='x', marker_color='darkmagenta', name='Bottom'))\n",
    "\n",
    "figa.add_trace(go.Scatter(x=stratsample.loc[stratsample.date>'2022-10-12'].loc[stratsample.Group=='Top sampling','date'], y=stratsample.loc[stratsample.date>'2022-10-12'].loc[stratsample.Group=='Top sampling','Cd_mgL'], showlegend=False,\n",
    "fill=None,line=dict(width=0), mode='lines', line_color='lightgray',opacity=0.2))\n",
    "figa.add_trace(go.Scatter(x=stratsample.loc[stratsample.date>'2022-10-12'].loc[stratsample.Group=='Bottom sampling','date'], y=stratsample.loc[stratsample.date>'2022-10-12'].loc[stratsample.Group=='Bottom sampling','Cd_mgL'], showlegend=False,\n",
    "fill='tonexty',line=dict(width=0), mode='lines', line_color='lightgray',opacity=0.3))\n",
    "\n",
    "# 3. Add filled shape using Scatter\n",
    "figa.add_trace(go.Scatter(x=x_poly,y=y_poly,mode='none', fill='toself',fillcolor='lightgray',line=dict(width=0),opacity=0.4,showlegend=True,name = 'Stratification',hoverinfo='skip'))\n",
    "\n",
    "figa.update_xaxes(range=['2022-05-01', '2023-03-01'],title=dict(text='Date', font=dict(size=20)), tickfont=dict(size=18),dtick=\"M2\")\n",
    "\n",
    "figa.update_yaxes(type=\"log\",title=dict(text='Cd (mg L⁻¹)', font=dict(size=20)), tickfont=dict(size=18))\n",
    "\n",
    "\n",
    "figa.update_layout(legend=dict(orientation=\"h\",x=0,y=4,xanchor=\"left\",yanchor=\"top\",font=dict(size=18)),template='none')\n",
    "\n",
    "#dont need to show spec daily points if i am showing hourly points, just want the color scale here\n",
    "figa.add_trace(go.Scatter(x=spec['date'],y=spec['Cd_pred'],mode='markers',name='Spectrolyzer daily',marker=dict(color=spec['dss'],colorscale=cmapx,colorbar=dict(title=dict(text='Days'))),marker_symbol='cross', opacity = 0, showlegend=False))\n",
    "figa.add_trace(go.Scatter(x=spechourly['date'],y=spechourly['Cd_pred'],mode='markers',name='Spectrolyzer',marker=dict(color=spechourly['time_index'],colorscale=cmapx,showscale=False)))\n",
    "figa.add_trace(go.Scatter(x=autosampler.date, y=autosampler.Cd_mgL, mode='markers', marker_symbol='circle-open', marker_color='black', name='Autosampler', opacity=0.6))\n",
    "\n",
    "\n",
    "figa.add_trace(go.Scatter(x=['2022-06-07', '2022-06-28', '2022-06-28', '2022-06-07'],y=[0.11, 0.18, 3.55, 0.35],mode='none',fill='toself',fillcolor='lightgrey', line=dict(width=0),opacity=0.4,showlegend=False,hoverinfo='skip'))\n",
    "\n",
    "#figa.add_trace(go.Scatter(x=spec.date, y=spec.Cd_pred, marker=dict(color=spec.dss, colorscale=cmapx, colorbar=dict(title=dict(text='Days'))),mode='markers'))\n",
    "figa.show()\n",
    "#figa.write_image('cd_time_series.pdf',width=800,height=600)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "6fce1c4c",
   "metadata": {},
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           1434,
           1435,
           1436,
           1437,
           1438,
           1439,
           1440,
           1441,
           1442,
           1443,
           1444,
           1445,
           1446,
           1447,
           1448,
           1449,
           1450,
           1451,
           1452,
           1453,
           1454,
           1455,
           1456,
           1457,
           1458,
           1459,
           1460,
           1461,
           1462,
           1463,
           1464,
           1465,
           1466,
           1467,
           1468,
           1469,
           1470,
           1471,
           1472,
           1473,
           1474,
           1475,
           1476,
           1477,
           1478,
           1479,
           1480,
           1481,
           1482,
           1483,
           1484,
           1485,
           1486,
           1487,
           1488,
           1489,
           1490,
           1491,
           1492,
           1493,
           1494,
           1495,
           1496,
           1497,
           1498,
           1499,
           1500,
           1501,
           1502,
           1503,
           1504,
           1505,
           1506,
           1507,
           1508,
           1509,
           1510,
           1511,
           1512,
           1513,
           1514,
           1515,
           1516,
           1517,
           1518,
           1519,
           1520,
           1521,
           1522,
           1523,
           1524,
           1525,
           1526,
           1527,
           1528,
           1529,
           1530,
           1531,
           1532,
           1533,
           1534,
           1535,
           1536,
           1537,
           1538,
           1539,
           1540,
           1541,
           1542,
           1543,
           1544,
           1545,
           1546,
           1547,
           1548,
           1549,
           1550,
           1551,
           1552,
           1553,
           1554,
           1555,
           1556,
           1557,
           1558,
           1559,
           1560,
           1561,
           1562,
           1563,
           1564,
           1565,
           1566,
           1567,
           1568,
           1569,
           1570,
           1571,
           1572,
           1573,
           1574,
           1575,
           1576,
           1577,
           1578,
           1579,
           1580,
           1581,
           1582,
           1583,
           1584,
           1585,
           1586,
           1587,
           1588,
           1589,
           1590,
           1591,
           1592,
           1593,
           1594,
           1595,
           1596,
           1597,
           1598,
           1599,
           1600,
           1601,
           1602,
           1603,
           1604,
           1605,
           1606,
           1607,
           1608,
           1609,
           1610,
           1611,
           1612,
           1613,
           1614,
           1615,
           1616,
           1617,
           1618,
           1619,
           1620,
           1621,
           1622,
           1623,
           1624,
           1625,
           1626,
           1627,
           1628,
           1629,
           1630,
           1631,
           1632,
           1633,
           1634,
           1635,
           1636,
           1637,
           1638,
           1639,
           1640,
           1641,
           1642,
           1643,
           1644,
           1645,
           1646,
           1647,
           1648,
           1649,
           1650,
           1651,
           1652,
           1653,
           1654,
           1655,
           1656,
           1657,
           1658,
           1659,
           1660,
           1661,
           1662,
           1663,
           1664,
           1665,
           1666,
           1667,
           1668,
           1669,
           1670,
           1671,
           1672,
           1673,
           1674,
           1675,
           1676,
           1677,
           1678,
           1679,
           1680,
           1681,
           1682,
           1683,
           1684,
           1685,
           1686,
           1687,
           1688,
           1689,
           1690,
           1691,
           1692,
           1693,
           1694,
           1695,
           1696,
           1697,
           1698,
           1699,
           1700,
           1701,
           1702,
           1703,
           1704,
           1705,
           1706,
           1707,
           1708,
           1709,
           1710,
           1711,
           1712,
           1713,
           1714,
           1715,
           1716,
           1717,
           1718,
           1719,
           1720,
           1721,
           1722,
           1723,
           1724,
           1725,
           1726,
           1727,
           1728,
           1729,
           1730,
           1731,
           1732,
           1733,
           1734,
           1735,
           1736,
           1737,
           1738,
           1739,
           1740,
           1741,
           1742,
           1743,
           1744,
           1745,
           1746,
           1747,
           1748,
           1749,
           1750,
           1751,
           1752,
           1753,
           1754,
           1755,
           1756,
           1757,
           1758,
           1759,
           1760,
           1761,
           1762,
           1763,
           1764,
           1765,
           1766,
           1767,
           1768,
           1769,
           1770,
           1771,
           1772,
           1773,
           1774,
           1775,
           1776,
           1777,
           1778,
           1779,
           1780,
           1781,
           1782,
           1783,
           1784,
           1785,
           1786,
           1787,
           1788,
           1789,
           1790,
           1791,
           1792,
           1793,
           1794,
           1795,
           1796,
           1797,
           1798,
           1799,
           1800,
           1801,
           1802,
           1803,
           1804,
           1805,
           1806,
           1807,
           1808,
           1809,
           1810,
           1811,
           1812,
           1813,
           1814,
           1815,
           1816,
           1817,
           1818,
           1819,
           1820,
           1821,
           1822,
           1823,
           1824,
           1825,
           1826,
           1827,
           1828,
           1829,
           1830,
           1831,
           1832,
           1833,
           1834,
           1835,
           1836,
           1837,
           1838,
           1839,
           1840,
           1841,
           1842,
           1843,
           1844,
           1845,
           1846,
           1847,
           1848,
           1849,
           1850,
           1851,
           1852,
           1853,
           1854,
           1855,
           1856,
           1857,
           1858,
           1859,
           1860,
           1861,
           1862,
           1863,
           1864,
           1865,
           1866,
           1867,
           1868,
           1869,
           1870,
           1871,
           1872,
           1873,
           1874,
           1875,
           1876,
           1877,
           1878,
           1879,
           1880,
           1881,
           1882,
           1883,
           1884,
           1885,
           1886,
           1887,
           1888,
           1889,
           1890,
           1891,
           1892,
           1893,
           1894,
           1895,
           1896,
           1897,
           1898,
           1899,
           1900,
           1901,
           1902,
           1903,
           1904,
           1905,
           1906,
           1907,
           1908,
           1909,
           1910,
           1911,
           1912,
           1913,
           1914,
           1915,
           1916,
           1917,
           1918,
           1919,
           1920,
           1921,
           1922,
           1923,
           1924,
           1925,
           1926,
           1927,
           1928,
           1929,
           1930,
           1931,
           1932,
           1933,
           1934,
           1935,
           1936,
           1937,
           1938,
           1939,
           1940,
           1941,
           1942,
           1943,
           1944,
           1945,
           1946,
           1947,
           1948,
           1949,
           1950,
           1951,
           1952,
           1953,
           1954,
           1955,
           1956,
           1957,
           1958,
           1959,
           1960,
           1961,
           1962,
           1963,
           1964,
           1965,
           1966,
           1967,
           1968,
           1969,
           1970,
           1971,
           1972,
           1973,
           1974,
           1975,
           1976,
           1977,
           1978,
           1979,
           1980,
           1981,
           1982,
           1983,
           1984,
           1985,
           1986,
           1987,
           1988,
           1989,
           1990,
           1991,
           1992,
           1993,
           1994,
           1995,
           1996,
           1997,
           1998,
           1999,
           2000,
           2001,
           2002,
           2003,
           2004,
           2005,
           2006,
           2007,
           2008,
           2009,
           2010,
           2011,
           2012,
           2013,
           2014,
           2015,
           2016,
           2017,
           2018,
           2019,
           2020,
           2021,
           2022,
           2023,
           2024,
           2025,
           2026,
           2027,
           2028,
           2029,
           2030,
           2031,
           2032,
           2033,
           2034,
           2035,
           2036,
           2037,
           2038,
           2039,
           2040,
           2041,
           2042,
           2043,
           2044,
           2045,
           2046,
           2047,
           2048,
           2049,
           2050,
           2051,
           2052,
           2053,
           2054,
           2055,
           2056,
           2057,
           2058,
           2059,
           2060,
           2061,
           2062,
           2063,
           2064,
           2065,
           2066,
           2067,
           2068,
           2069,
           2070,
           2071,
           2072,
           2073,
           2074,
           2075,
           2076,
           2077,
           2078,
           2079,
           2080,
           2081,
           2082,
           2083,
           2084,
           2085,
           2086,
           2087,
           2088,
           2089,
           2090,
           2091,
           2092,
           2093,
           2094,
           2095,
           2096,
           2097,
           2098,
           2099,
           2100,
           2101,
           2102,
           2103,
           2104,
           2105,
           2106,
           2107,
           2108,
           2109,
           2110,
           2111,
           2112,
           2113,
           2114,
           2115,
           2116,
           2117,
           2118,
           2119,
           2120,
           2121,
           2122,
           2123,
           2124,
           2125,
           2126,
           2127,
           2128,
           2129,
           2130,
           2131,
           2132,
           2133,
           2134,
           2135,
           2136,
           2137,
           2138,
           2139,
           2140,
           2141,
           2142,
           2143,
           2144,
           2145,
           2146,
           2147,
           2148,
           2149,
           2150,
           2151,
           2152,
           2153,
           2154,
           2155,
           2156,
           2157,
           2158,
           2159,
           2160,
           2161,
           2162,
           2163,
           2164,
           2165,
           2166,
           2167,
           2168,
           2169,
           2170,
           2171,
           2172,
           2173,
           2174,
           2175,
           2176,
           2177,
           2178,
           2179,
           2180,
           2181,
           2182,
           2183,
           2184,
           2185,
           2186,
           2187,
           2188,
           2189,
           2190,
           2191,
           2192,
           2193,
           2194,
           2195,
           2196,
           2197,
           2198,
           2199,
           2200,
           2201,
           2202,
           2203,
           2204,
           2205,
           2206,
           2207,
           2208,
           2209,
           2210,
           2211,
           2212,
           2213,
           2214,
           2215,
           2216,
           2217,
           2218,
           2219,
           2220,
           2221,
           2222,
           2223,
           2224,
           2225,
           2226,
           2227,
           2228,
           2229,
           2230,
           2231,
           2232,
           2233,
           2234,
           2235,
           2236,
           2237,
           2238,
           2239,
           2240,
           2241,
           2242,
           2243,
           2244,
           2245,
           2246,
           2247,
           2248,
           2249,
           2250,
           2251,
           2252,
           2253,
           2254,
           2255,
           2256,
           2257,
           2258,
           2259,
           2260,
           2261,
           2262,
           2263,
           2264,
           2265,
           2266,
           2267,
           2268,
           2269,
           2270,
           2271,
           2272,
           2273,
           2274,
           2275,
           2276,
           2277,
           2278,
           2279,
           2280,
           2281,
           2282,
           2283,
           2284,
           2285,
           2286,
           2287,
           2288,
           2289,
           2290,
           2291,
           2292,
           2293,
           2294,
           2295,
           2296,
           2297,
           2298,
           2299,
           2300,
           2301,
           2302,
           2303,
           2304,
           2305,
           2306,
           2307,
           2308,
           2309,
           2310,
           2311,
           2312,
           2313,
           2314,
           2315,
           2316,
           2317,
           2318,
           2319,
           2320,
           2321,
           2322,
           2323,
           2324,
           2325,
           2326,
           2327,
           2328,
           2329,
           2330,
           2331,
           2332,
           2333,
           2334,
           2335,
           2336,
           2337,
           2338,
           2339,
           2340,
           2341,
           2342,
           2343,
           2344,
           2345,
           2346,
           2347,
           2348,
           2349,
           2350,
           2351,
           2352,
           2353,
           2354,
           2355,
           2356,
           2357,
           2358,
           2359,
           2360,
           2361,
           2362,
           2363,
           2364,
           2365,
           2366,
           2367,
           2368,
           2369,
           2370,
           2371,
           2372,
           2373,
           2374,
           2375,
           2376,
           2377,
           2378,
           2379,
           2380,
           2381,
           2382,
           2383,
           2384,
           2385,
           2386,
           2387,
           2388,
           2389,
           2390,
           2391,
           2392,
           2393,
           2394,
           2395,
           2396,
           2397,
           2398,
           2399,
           2400,
           2401,
           2402,
           2403,
           2404,
           2405,
           2406,
           2407,
           2408,
           2409,
           2410,
           2411,
           2412,
           2413,
           2414,
           2415,
           2416,
           2417,
           2418,
           2419,
           2420,
           2421,
           2422,
           2423,
           2424,
           2425,
           2426,
           2427,
           2428,
           2429,
           2430,
           2431,
           2432,
           2433,
           2434,
           2435,
           2436,
           2437,
           2438,
           2439,
           2440,
           2441,
           2442,
           2443,
           2444,
           2445,
           2446,
           2447,
           2448,
           2449,
           2450,
           2451,
           2452,
           2453,
           2454,
           2455,
           2456,
           2457,
           2458,
           2459,
           2460,
           2461,
           2462,
           2463,
           2464,
           2465,
           2466,
           2467,
           2468,
           2469,
           2470,
           2471,
           2472,
           2473,
           2474,
           2475,
           2476,
           2477,
           2478,
           2479,
           2480,
           2481,
           2482,
           2483,
           2484,
           2485,
           2486,
           2487,
           2488,
           2489,
           2490,
           2491,
           2492,
           2493,
           2494,
           2495,
           2496,
           2497,
           2498,
           2499,
           2500,
           2501,
           2502,
           2503,
           2504,
           2505,
           2506,
           2507,
           2508,
           2509,
           2510,
           2511,
           2512,
           2513,
           2514,
           2515,
           2516,
           2517,
           2518,
           2519,
           2520,
           2521,
           2522,
           2523,
           2524,
           2525,
           2526,
           2527,
           2528,
           2529,
           2530,
           2531,
           2532,
           2533,
           2534,
           2535,
           2536,
           2537,
           2538,
           2539,
           2540,
           2541,
           2542,
           2543,
           2544,
           2545,
           2546,
           2547,
           2548,
           2549,
           2550,
           2551,
           2552,
           2553,
           2554,
           2555,
           2556,
           2557,
           2558,
           2559,
           2560,
           2561,
           2562,
           2563,
           2564,
           2565,
           2566,
           2567,
           2568,
           2569,
           2570,
           2571,
           2572,
           2573,
           2574,
           2575,
           2576,
           2577,
           2578,
           2579,
           2580,
           2581,
           2582,
           2583,
           2584,
           2585,
           2586,
           2587,
           2588,
           2589,
           2590,
           2591,
           2592,
           2593,
           2594,
           2595,
           2596,
           2597,
           2598,
           2599,
           2600,
           2601,
           2602,
           2603,
           2604,
           2605,
           2606,
           2607,
           2608,
           2609,
           2610,
           2611,
           2612,
           2613,
           2614,
           2615,
           2616,
           2617,
           2618,
           2619,
           2620,
           2621,
           2622,
           2623,
           2624,
           2625,
           2626,
           2627,
           2628,
           2629,
           2630,
           2631,
           2632,
           2633,
           2634,
           2635,
           2636,
           2637,
           2638,
           2639,
           2640,
           2641,
           2642,
           2643,
           2644,
           2645,
           2646,
           2647,
           2648,
           2649,
           2650,
           2651,
           2652,
           2653,
           2654,
           2655,
           2656,
           2657,
           2658,
           2659,
           2660,
           2661,
           2662,
           2663,
           2664,
           2665,
           2666,
           2667,
           2668,
           2669,
           2670,
           2671,
           2672,
           2673,
           2674,
           2675,
           2676,
           2677,
           2678,
           2679,
           2680,
           2681,
           2682,
           2683,
           2684,
           2685,
           2686,
           2687,
           2688,
           2689,
           2690,
           2691,
           2692,
           2693,
           2694,
           2695,
           2696,
           2697,
           2698,
           2699,
           2700,
           2701,
           2702,
           2703,
           2704,
           2705,
           2706,
           2707,
           2708,
           2709,
           2710,
           2711,
           2712,
           2713,
           2714,
           2715,
           2716,
           2717,
           2718,
           2719,
           2720,
           2721,
           2722,
           2723,
           2724,
           2725,
           2726,
           2727,
           2728,
           2729,
           2730,
           2731,
           2732,
           2733,
           2734,
           2735,
           2736,
           2737,
           2738,
           2739,
           2740,
           2741,
           2742,
           2743,
           2744,
           2745,
           2746,
           2747,
           2748,
           2749,
           2750,
           2751,
           2752,
           2753,
           2754,
           2755,
           2756,
           2757,
           2758,
           2759,
           2760,
           2761,
           2762,
           2763,
           2764,
           2765,
           2766,
           2767,
           2768,
           2769,
           2770,
           2771,
           2772,
           2773,
           2774,
           2775,
           2776,
           2777,
           2778,
           2779,
           2780,
           2781,
           2782,
           2783,
           2784,
           2785,
           2786,
           2787,
           2788,
           2789,
           2790,
           2791,
           2792,
           2793,
           2794,
           2795,
           2796,
           2797,
           2798,
           2799,
           2800,
           2801,
           2802,
           2803,
           2804,
           2805,
           2806,
           2807,
           2808,
           2809,
           2810,
           2811,
           2812,
           2813,
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           4170,
           4171,
           4172,
           4173,
           4174,
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           5530,
           5531,
           5532,
           5533,
           5534,
           5535,
           5536,
           5537,
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           6900,
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       "layout": {
        "legend": {
         "font": {
          "size": 18
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         "orientation": "h",
         "x": 0,
         "xanchor": "left",
         "y": 4,
         "yanchor": "top"
        },
        "template": {
         "data": {
          "scatter": [
           {
            "type": "scatter"
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        },
        "xaxis": {
         "dtick": "M2",
         "range": [
          "2022-05-01",
          "2023-03-01"
         ],
         "tickfont": {
          "size": 18
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         "title": {
          "font": {
           "size": 20
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          "text": "Date"
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        },
        "yaxis": {
         "tickfont": {
          "size": 18
         },
         "tickvals": [
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          1000
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         "title": {
          "font": {
           "size": 20
          },
          "text": "Q (mL s⁻¹)"
         }
        }
       }
      }
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#time series plot for Q\n",
    "cmapx = [(0,'#e6f598'),(0.1,'#ffffbf'),(0.2,'#fee08b'),(0.3,'#fdae61'),(0.4,'#f46d43'),(0.5,'#d53e4f'),(0.6,'#9e0142'),(0.7,'#abdda4'),(0.8,'#66c2a5'),(0.9,'#3288bd'),(1,'#5e4fa2')]\n",
    "\n",
    "figa = go.Figure()\n",
    "#dont need to show spec daily points if i am showing hourly points, just want the color scale here\n",
    "figa.add_trace(go.Scatter(x=spec['date'],y=spec['Q_mLs'],mode='markers',name='Spectrolyzer daily',marker=dict(color=spec['dss'],colorscale=cmapx,colorbar=dict(title=dict(text='Days'))),marker_symbol='cross', opacity = 0, showlegend=False))\n",
    "figa.add_trace(go.Scatter(x=spechourly['date'],y=spechourly['Q_mLs'],mode='markers',name='Spectrolyzer',marker=dict(color=spechourly['time_index'],colorscale=cmapx,showscale=False)))\n",
    "\n",
    "figa.update_xaxes(range=['2022-05-01', '2023-03-01'],title=dict(text='Date', font=dict(size=20)),  tickfont=dict(size=18),dtick=\"M2\"  )\n",
    "figa.update_yaxes(title=dict(text='Q (mL s⁻¹)', font=dict(size=20)),tickfont=dict(size=18),tickvals=[0, 500, 1000] )\n",
    "figa.update_layout(legend=dict(orientation=\"h\",x=0,y=4,xanchor=\"left\",yanchor=\"top\",font=dict(size=18)),template='none')\n",
    "\n",
    "figa.show()\n",
    "#figa.write_image('cdq_time_series.pdf',width=800,height=250)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "0d727f47",
   "metadata": {},
   "outputs": [
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           930,
           931,
           932,
           933,
           934,
           935,
           936,
           937,
           938,
           939,
           940,
           941,
           942,
           943,
           944,
           945,
           946,
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           950,
           951,
           952,
           953,
           954,
           955,
           956,
           957,
           958,
           959,
           960,
           961,
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           963,
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           965,
           966,
           967,
           968,
           969,
           970,
           971,
           972,
           973,
           974,
           975,
           976,
           977,
           978,
           979,
           980,
           981,
           982,
           983,
           984,
           985,
           986,
           987,
           988,
           989,
           990,
           991,
           992,
           993,
           994,
           995,
           996,
           997,
           998,
           999,
           1000,
           1001,
           1002,
           1003,
           1004,
           1005,
           1006,
           1007,
           1008,
           1009,
           1010,
           1011,
           1012,
           1013,
           1014,
           1015,
           1016,
           1017,
           1018,
           1019,
           1020,
           1021,
           1022,
           1023,
           1024,
           1025,
           1026,
           1027,
           1028,
           1029,
           1030,
           1031,
           1032,
           1033,
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           1035,
           1036,
           1037,
           1038,
           1039,
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           1063,
           1064,
           1065,
           1066,
           1067,
           1068,
           1069,
           1070,
           1071,
           1072,
           1073,
           1074,
           1075,
           1076,
           1077,
           1078,
           1079,
           1080,
           1081,
           1082,
           1083,
           1084,
           1085,
           1086,
           1087,
           1088,
           1089,
           1090,
           1091,
           1092,
           1093,
           1094,
           1095,
           1096,
           1097,
           1098,
           1099,
           1100,
           1101,
           1102,
           1103,
           1104,
           1105,
           1106,
           1107,
           1108,
           1109,
           1110,
           1111,
           1112,
           1113,
           1114,
           1115,
           1116,
           1117,
           1118,
           1119,
           1120,
           1121,
           1122,
           1123,
           1124,
           1125,
           1126,
           1127,
           1128,
           1129,
           1130,
           1131,
           1132,
           1133,
           1134,
           1135,
           1136,
           1137,
           1138,
           1139,
           1140,
           1141,
           1142,
           1143,
           1144,
           1145,
           1146,
           1147,
           1148,
           1149,
           1150,
           1151,
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           1153,
           1154,
           1155,
           1156,
           1157,
           1158,
           1159,
           1160,
           1161,
           1162,
           1163,
           1164,
           1165,
           1166,
           1167,
           1168,
           1169,
           1170,
           1171,
           1172,
           1173,
           1174,
           1175,
           1176,
           1177,
           1178,
           1179,
           1180,
           1181,
           1182,
           1183,
           1184,
           1185,
           1186,
           1187,
           1188,
           1189,
           1190,
           1191,
           1192,
           1193,
           1194,
           1195,
           1196,
           1197,
           1198,
           1199,
           1200,
           1201,
           1202,
           1203,
           1204,
           1205,
           1206,
           1207,
           1208,
           1209,
           1210,
           1211,
           1212,
           1213,
           1214,
           1215,
           1216,
           1217,
           1218,
           1219,
           1220,
           1221,
           1222,
           1223,
           1224,
           1225,
           1226,
           1227,
           1228,
           1229,
           1230,
           1231,
           1232,
           1233,
           1234,
           1235,
           1236,
           1237,
           1238,
           1239,
           1240,
           1241,
           1242,
           1243,
           1244,
           1245,
           1246,
           1247,
           1248,
           1249,
           1250,
           1251,
           1252,
           1253,
           1254,
           1255,
           1256,
           1257,
           1258,
           1259,
           1260,
           1261,
           1262,
           1263,
           1264,
           1265,
           1266,
           1267,
           1268,
           1269,
           1270,
           1271,
           1272,
           1273,
           1274,
           1275,
           1276,
           1277,
           1278,
           1279,
           1280,
           1281,
           1282,
           1283,
           1284,
           1285,
           1286,
           1287,
           1288,
           1289,
           1290,
           1291,
           1292,
           1293,
           1294,
           1295,
           1296,
           1297,
           1298,
           1299,
           1300,
           1301,
           1302,
           1303,
           1304,
           1305,
           1306,
           1307,
           1308,
           1309,
           1310,
           1311,
           1312,
           1313,
           1314,
           1315,
           1316,
           1317,
           1318,
           1319,
           1320,
           1321,
           1322,
           1323,
           1324,
           1325,
           1326,
           1327,
           1328,
           1329,
           1330,
           1331,
           1332,
           1333,
           1334,
           1335,
           1336,
           1337,
           1338,
           1339,
           1340,
           1341,
           1342,
           1343,
           1344,
           1345,
           1346,
           1347,
           1348,
           1349,
           1350,
           1351,
           1352,
           1353,
           1354,
           1355,
           1356,
           1357,
           1358,
           1359,
           1360,
           1361,
           1362,
           1363,
           1364,
           1365,
           1366,
           1367,
           1368,
           1369,
           1370,
           1371,
           1372,
           1373,
           1374,
           1375,
           1376,
           1377,
           1378,
           1379,
           1380,
           1381,
           1382,
           1383,
           1384,
           1385,
           1386,
           1387,
           1388,
           1389,
           1390,
           1391,
           1392,
           1393,
           1394,
           1395,
           1396,
           1397,
           1398,
           1399,
           1400,
           1401,
           1402,
           1403,
           1404,
           1405,
           1406,
           1407,
           1408,
           1409,
           1410,
           1411,
           1412,
           1413,
           1414,
           1415,
           1416,
           1417,
           1418,
           1419,
           1420,
           1421,
           1422,
           1423,
           1424,
           1425,
           1426,
           1427,
           1428,
           1429,
           1430,
           1431,
           1432,
           1433,
           1434,
           1435,
           1436,
           1437,
           1438,
           1439,
           1440,
           1441,
           1442,
           1443,
           1444,
           1445,
           1446,
           1447,
           1448,
           1449,
           1450,
           1451,
           1452,
           1453,
           1454,
           1455,
           1456,
           1457,
           1458,
           1459,
           1460,
           1461,
           1462,
           1463,
           1464,
           1465,
           1466,
           1467,
           1468,
           1469,
           1470,
           1471,
           1472,
           1473,
           1474,
           1475,
           1476,
           1477,
           1478,
           1479,
           1480,
           1481,
           1482,
           1483,
           1484,
           1485,
           1486,
           1487,
           1488,
           1489,
           1490,
           1491,
           1492,
           1493,
           1494,
           1495,
           1496,
           1497,
           1498,
           1499,
           1500,
           1501,
           1502,
           1503,
           1504,
           1505,
           1506,
           1507,
           1508,
           1509,
           1510,
           1511,
           1512,
           1513,
           1514,
           1515,
           1516,
           1517,
           1518,
           1519,
           1520,
           1521,
           1522,
           1523,
           1524,
           1525,
           1526,
           1527,
           1528,
           1529,
           1530,
           1531,
           1532,
           1533,
           1534,
           1535,
           1536,
           1537,
           1538,
           1539,
           1540,
           1541,
           1542,
           1543,
           1544,
           1545,
           1546,
           1547,
           1548,
           1549,
           1550,
           1551,
           1552,
           1553,
           1554,
           1555,
           1556,
           1557,
           1558,
           1559,
           1560,
           1561,
           1562,
           1563,
           1564,
           1565,
           1566,
           1567,
           1568,
           1569,
           1570,
           1571,
           1572,
           1573,
           1574,
           1575,
           1576,
           1577,
           1578,
           1579,
           1580,
           1581,
           1582,
           1583,
           1584,
           1585,
           1586,
           1587,
           1588,
           1589,
           1590,
           1591,
           1592,
           1593,
           1594,
           1595,
           1596,
           1597,
           1598,
           1599,
           1600,
           1601,
           1602,
           1603,
           1604,
           1605,
           1606,
           1607,
           1608,
           1609,
           1610,
           1611,
           1612,
           1613,
           1614,
           1615,
           1616,
           1617,
           1618,
           1619,
           1620,
           1621,
           1622,
           1623,
           1624,
           1625,
           1626,
           1627,
           1628,
           1629,
           1630,
           1631,
           1632,
           1633,
           1634,
           1635,
           1636,
           1637,
           1638,
           1639,
           1640,
           1641,
           1642,
           1643,
           1644,
           1645,
           1646,
           1647,
           1648,
           1649,
           1650,
           1651,
           1652,
           1653,
           1654,
           1655,
           1656,
           1657,
           1658,
           1659,
           1660,
           1661,
           1662,
           1663,
           1664,
           1665,
           1666,
           1667,
           1668,
           1669,
           1670,
           1671,
           1672,
           1673,
           1674,
           1675,
           1676,
           1677,
           1678,
           1679,
           1680,
           1681,
           1682,
           1683,
           1684,
           1685,
           1686,
           1687,
           1688,
           1689,
           1690,
           1691,
           1692,
           1693,
           1694,
           1695,
           1696,
           1697,
           1698,
           1699,
           1700,
           1701,
           1702,
           1703,
           1704,
           1705,
           1706,
           1707,
           1708,
           1709,
           1710,
           1711,
           1712,
           1713,
           1714,
           1715,
           1716,
           1717,
           1718,
           1719,
           1720,
           1721,
           1722,
           1723,
           1724,
           1725,
           1726,
           1727,
           1728,
           1729,
           1730,
           1731,
           1732,
           1733,
           1734,
           1735,
           1736,
           1737,
           1738,
           1739,
           1740,
           1741,
           1742,
           1743,
           1744,
           1745,
           1746,
           1747,
           1748,
           1749,
           1750,
           1751,
           1752,
           1753,
           1754,
           1755,
           1756,
           1757,
           1758,
           1759,
           1760,
           1761,
           1762,
           1763,
           1764,
           1765,
           1766,
           1767,
           1768,
           1769,
           1770,
           1771,
           1772,
           1773,
           1774,
           1775,
           1776,
           1777,
           1778,
           1779,
           1780,
           1781,
           1782,
           1783,
           1784,
           1785,
           1786,
           1787,
           1788,
           1789,
           1790,
           1791,
           1792,
           1793,
           1794,
           1795,
           1796,
           1797,
           1798,
           1799,
           1800,
           1801,
           1802,
           1803,
           1804,
           1805,
           1806,
           1807,
           1808,
           1809,
           1810,
           1811,
           1812,
           1813,
           1814,
           1815,
           1816,
           1817,
           1818,
           1819,
           1820,
           1821,
           1822,
           1823,
           1824,
           1825,
           1826,
           1827,
           1828,
           1829,
           1830,
           1831,
           1832,
           1833,
           1834,
           1835,
           1836,
           1837,
           1838,
           1839,
           1840,
           1841,
           1842,
           1843,
           1844,
           1845,
           1846,
           1847,
           1848,
           1849,
           1850,
           1851,
           1852,
           1853,
           1854,
           1855,
           1856,
           1857,
           1858,
           1859,
           1860,
           1861,
           1862,
           1863,
           1864,
           1865,
           1866,
           1867,
           1868,
           1869,
           1870,
           1871,
           1872,
           1873,
           1874,
           1875,
           1876,
           1877,
           1878,
           1879,
           1880,
           1881,
           1882,
           1883,
           1884,
           1885,
           1886,
           1887,
           1888,
           1889,
           1890,
           1891,
           1892,
           1893,
           1894,
           1895,
           1896,
           1897,
           1898,
           1899,
           1900,
           1901,
           1902,
           1903,
           1904,
           1905,
           1906,
           1907,
           1908,
           1909,
           1910,
           1911,
           1912,
           1913,
           1914,
           1915,
           1916,
           1917,
           1918,
           1919,
           1920,
           1921,
           1922,
           1923,
           1924,
           1925,
           1926,
           1927,
           1928,
           1929,
           1930,
           1931,
           1932,
           1933,
           1934,
           1935,
           1936,
           1937,
           1938,
           1939,
           1940,
           1941,
           1942,
           1943,
           1944,
           1945,
           1946,
           1947,
           1948,
           1949,
           1950,
           1951,
           1952,
           1953,
           1954,
           1955,
           1956,
           1957,
           1958,
           1959,
           1960,
           1961,
           1962,
           1963,
           1964,
           1965,
           1966,
           1967,
           1968,
           1969,
           1970,
           1971,
           1972,
           1973,
           1974,
           1975,
           1976,
           1977,
           1978,
           1979,
           1980,
           1981,
           1982,
           1983,
           1984,
           1985,
           1986,
           1987,
           1988,
           1989,
           1990,
           1991,
           1992,
           1993,
           1994,
           1995,
           1996,
           1997,
           1998,
           1999,
           2000,
           2001,
           2002,
           2003,
           2004,
           2005,
           2006,
           2007,
           2008,
           2009,
           2010,
           2011,
           2012,
           2013,
           2014,
           2015,
           2016,
           2017,
           2018,
           2019,
           2020,
           2021,
           2022,
           2023,
           2024,
           2025,
           2026,
           2027,
           2028,
           2029,
           2030,
           2031,
           2032,
           2033,
           2034,
           2035,
           2036,
           2037,
           2038,
           2039,
           2040,
           2041,
           2042,
           2043,
           2044,
           2045,
           2046,
           2047,
           2048,
           2049,
           2050,
           2051,
           2052,
           2053,
           2054,
           2055,
           2056,
           2057,
           2058,
           2059,
           2060,
           2061,
           2062,
           2063,
           2064,
           2065,
           2066,
           2067,
           2068,
           2069,
           2070,
           2071,
           2072,
           2073,
           2074,
           2075,
           2076,
           2077,
           2078,
           2079,
           2080,
           2081,
           2082,
           2083,
           2084,
           2085,
           2086,
           2087,
           2088,
           2089,
           2090,
           2091,
           2092,
           2093,
           2094,
           2095,
           2096,
           2097,
           2098,
           2099,
           2100,
           2101,
           2102,
           2103,
           2104,
           2105,
           2106,
           2107,
           2108,
           2109,
           2110,
           2111,
           2112,
           2113,
           2114,
           2115,
           2116,
           2117,
           2118,
           2119,
           2120,
           2121,
           2122,
           2123,
           2124,
           2125,
           2126,
           2127,
           2128,
           2129,
           2130,
           2131,
           2132,
           2133,
           2134,
           2135,
           2136,
           2137,
           2138,
           2139,
           2140,
           2141,
           2142,
           2143,
           2144,
           2145,
           2146,
           2147,
           2148,
           2149,
           2150,
           2151,
           2152,
           2153,
           2154,
           2155,
           2156,
           2157,
           2158,
           2159,
           2160,
           2161,
           2162,
           2163,
           2164,
           2165,
           2166,
           2167,
           2168,
           2169,
           2170,
           2171,
           2172,
           2173,
           2174,
           2175,
           2176,
           2177,
           2178,
           2179,
           2180,
           2181,
           2182,
           2183,
           2184,
           2185,
           2186,
           2187,
           2188,
           2189,
           2190,
           2191,
           2192,
           2193,
           2194,
           2195,
           2196,
           2197,
           2198,
           2199,
           2200,
           2201,
           2202,
           2203,
           2204,
           2205,
           2206,
           2207,
           2208,
           2209,
           2210,
           2211,
           2212,
           2213,
           2214,
           2215,
           2216,
           2217,
           2218,
           2219,
           2220,
           2221,
           2222,
           2223,
           2224,
           2225,
           2226,
           2227,
           2228,
           2229,
           2230,
           2231,
           2232,
           2233,
           2234,
           2235,
           2236,
           2237,
           2238,
           2239,
           2240,
           2241,
           2242,
           2243,
           2244,
           2245,
           2246,
           2247,
           2248,
           2249,
           2250,
           2251,
           2252,
           2253,
           2254,
           2255,
           2256,
           2257,
           2258,
           2259,
           2260,
           2261,
           2262,
           2263,
           2264,
           2265,
           2266,
           2267,
           2268,
           2269,
           2270,
           2271,
           2272,
           2273,
           2274,
           2275,
           2276,
           2277,
           2278,
           2279,
           2280,
           2281,
           2282,
           2283,
           2284,
           2285,
           2286,
           2287,
           2288,
           2289,
           2290,
           2291,
           2292,
           2293,
           2294,
           2295,
           2296,
           2297,
           2298,
           2299,
           2300,
           2301,
           2302,
           2303,
           2304,
           2305,
           2306,
           2307,
           2308,
           2309,
           2310,
           2311,
           2312,
           2313,
           2314,
           2315,
           2316,
           2317,
           2318,
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           3200,
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           3205,
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           3207,
           3208,
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           3210,
           3211,
           3212,
           3213,
           3214,
           3215,
           3216,
           3217,
           3218,
           3219,
           3220,
           3221,
           3222,
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           3226,
           3227,
           3228,
           3229,
           3230,
           3231,
           3232,
           3233,
           3234,
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           3250,
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           3270,
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           3288,
           3289,
           3290,
           3291,
           3292,
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           3299,
           3300,
           3301,
           3302,
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           3304,
           3305,
           3306,
           3307,
           3308,
           3309,
           3310,
           3311,
           3312,
           3313,
           3314,
           3315,
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           3332,
           3333,
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           3388,
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           3390,
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           3392,
           3393,
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           3399,
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           3401,
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           3408,
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           3410,
           3411,
           3412,
           3413,
           3414,
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           3416,
           3417,
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           3419,
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           3421,
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           3428,
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           3432,
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           3434,
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           3500,
           3501,
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           3503,
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           3512,
           3513,
           3514,
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           3518,
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           3520,
           3521,
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           3589,
           3590,
           3591,
           3592,
           3593,
           3594,
           3595,
           3596,
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           3598,
           3599,
           3600,
           3601,
           3602,
           3603,
           3604,
           3605,
           3606,
           3607,
           3608,
           3609,
           3610,
           3611,
           3612,
           3613,
           3614,
           3615,
           3616,
           3617,
           3618,
           3619,
           3620,
           3621,
           3622,
           3623,
           3624,
           3625,
           3626,
           3627,
           3628,
           3629,
           3630,
           3631,
           3632,
           3633,
           3634,
           3635,
           3636,
           3637,
           3638,
           3639,
           3640,
           3641,
           3642,
           3643,
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           3647,
           3648,
           3649,
           3650,
           3651,
           3652,
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           3670,
           3671,
           3672,
           3673,
           3674,
           3675,
           3676,
           3677,
           3678,
           3679,
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           4910,
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           5001,
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           5004,
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           5007,
           5008,
           5009,
           5010,
           5011,
           5012,
           5013,
           5014,
           5015,
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           5017,
           5018,
           5019,
           5020,
           5021,
           5022,
           5023,
           5024,
           5025,
           5026,
           5027,
           5028,
           5029,
           5030,
           5031,
           5032,
           5033,
           5034,
           5035,
           5036,
           5037,
           5038,
           5039,
           5040,
           5041,
           5042,
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        }
       ],
       "layout": {
        "legend": {
         "font": {
          "size": 18
         },
         "orientation": "h",
         "x": 0,
         "xanchor": "left",
         "y": 4,
         "yanchor": "top"
        },
        "template": {
         "data": {
          "scatter": [
           {
            "type": "scatter"
           }
          ]
         }
        },
        "xaxis": {
         "range": [
          0.9,
          3
         ],
         "title": {
          "text": "Q (mL s⁻¹)"
         },
         "type": "log"
        },
        "yaxis": {
         "title": {
          "text": "Cd (mg L⁻¹)"
         },
         "type": "log"
        }
       }
      }
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#C-Q\n",
    "cmapx = [(0,'#e6f598'),(0.1,'#ffffbf'),(0.2,'#fee08b'),(0.3,'#fdae61'),(0.4,'#f46d43'),(0.5,'#d53e4f'),(0.6,'#9e0142'),(0.7,'#abdda4'),(0.8,'#66c2a5'),(0.9,'#3288bd'),(1,'#5e4fa2')]\n",
    "\n",
    "fig = go.Figure()\n",
    "\n",
    "fig.add_trace(go.Scatter(x=stratsample.loc[stratsample.Group=='Top sampling','Q_mLs'], y=stratsample.loc[stratsample.Group=='Top sampling','Cd_mgL'], mode='markers', marker_symbol='cross', marker_color='black', name='Top'))\n",
    "fig.add_trace(go.Scatter(x=stratsample.loc[stratsample.Group=='Bottom sampling','Q_mLs'], y=stratsample.loc[stratsample.Group=='Bottom sampling','Cd_mgL'], mode='markers', marker_symbol='x', marker_color='darkmagenta', name='Bottom'))\n",
    "\n",
    "fig.update_xaxes(type=\"log\",title=dict(text='Q (mL s⁻¹)') )\n",
    "fig.update_yaxes(type=\"log\", title=dict(text='Cd (mg L⁻¹)') )\n",
    "fig.update_layout(legend=dict(orientation=\"h\",x=0,y=4,xanchor=\"left\",yanchor=\"top\",font=dict(size=18)),template='none')\n",
    "\n",
    "#dont need to show spec daily points if i am showing hourly points, just want the color scale here\n",
    "fig.add_trace(go.Scatter(x=spec['Q_mLs'],y=spec['Cd_pred'],mode='markers',name='Spectrolyzer daily',marker=dict(color=spec['dss'],colorscale=cmapx,colorbar=dict(title=dict(text='Days'))),marker_symbol='cross', opacity = 0, showlegend=False))\n",
    "fig.add_trace(go.Scatter(x=spechourly['Q_mLs'],y=spechourly['Cd_pred'],mode='markers',name='Spectrolyzer',marker=dict(color=spechourly['time_index'],colorscale=cmapx,showscale=False)))\n",
    "fig.add_trace(go.Scatter(x=autosampler.Q_mLs, y=autosampler.Cd_mgL, mode='markers', marker_symbol='circle-open', marker_color='black', name='Autosampler', opacity=0.6))\n",
    "\n",
    "fig.update_xaxes(range=[0.9,3])\n",
    "fig.show()\n",
    "#fig.write_image('autosampler_cq.pdf',width=600,height=600)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "da7701b0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
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         "hovertemplate": "date=%{x}<br>Cd_smooth=%{y}<br>time_index=%{marker.color}<extra></extra>",
         "legendgroup": "",
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           915,
           916,
           917,
           918,
           919,
           920,
           921,
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           924,
           925,
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           930,
           931,
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           935,
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           937,
           938,
           939,
           940,
           941,
           942,
           943,
           944,
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           946,
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           950,
           951,
           952,
           953,
           954,
           955,
           956,
           957,
           958,
           959,
           960,
           961,
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           963,
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           966,
           967,
           968,
           969,
           970,
           971,
           972,
           973,
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           975,
           976,
           977,
           978,
           979,
           980,
           981,
           982,
           983,
           984,
           985,
           986,
           987,
           988,
           989,
           990,
           991,
           992,
           993,
           994,
           995,
           996,
           997,
           998,
           999,
           1000,
           1001,
           1002,
           1003,
           1004,
           1005,
           1006,
           1007,
           1008,
           1009,
           1010,
           1011,
           1012,
           1013,
           1014,
           1015,
           1016,
           1017,
           1018,
           1019,
           1020,
           1021,
           1022,
           1023,
           1024,
           1025,
           1026,
           1027,
           1028,
           1029,
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           1031,
           1032,
           1033,
           1034,
           1035,
           1036,
           1037,
           1038,
           1039,
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           1064,
           1065,
           1066,
           1067,
           1068,
           1069,
           1070,
           1071,
           1072,
           1073,
           1074,
           1075,
           1076,
           1077,
           1078,
           1079,
           1080,
           1081,
           1082,
           1083,
           1084,
           1085,
           1086,
           1087,
           1088,
           1089,
           1090,
           1091,
           1092,
           1093,
           1094,
           1095,
           1096,
           1097,
           1098,
           1099,
           1100,
           1101,
           1102,
           1103,
           1104,
           1105,
           1106,
           1107,
           1108,
           1109,
           1110,
           1111,
           1112,
           1113,
           1114,
           1115,
           1116,
           1117,
           1118,
           1119,
           1120,
           1121,
           1122,
           1123,
           1124,
           1125,
           1126,
           1127,
           1128,
           1129,
           1130,
           1131,
           1132,
           1133,
           1134,
           1135,
           1136,
           1137,
           1138,
           1139,
           1140,
           1141,
           1142,
           1143,
           1144,
           1145,
           1146,
           1147,
           1148,
           1149,
           1150,
           1151,
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           1153,
           1154,
           1155,
           1156,
           1157,
           1158,
           1159,
           1160,
           1161,
           1162,
           1163,
           1164,
           1165,
           1166,
           1167,
           1168,
           1169,
           1170,
           1171,
           1172,
           1173,
           1174,
           1175,
           1176,
           1177,
           1178,
           1179,
           1180,
           1181,
           1182,
           1183,
           1184,
           1185,
           1186,
           1187,
           1188,
           1189,
           1190,
           1191,
           1192,
           1193,
           1194,
           1195,
           1196,
           1197,
           1198,
           1199,
           1200,
           1201,
           1202,
           1203,
           1204,
           1205,
           1206,
           1207,
           1208,
           1209,
           1210,
           1211,
           1212,
           1213,
           1214,
           1215,
           1216,
           1217,
           1218,
           1219,
           1220,
           1221,
           1222,
           1223,
           1224,
           1225,
           1226,
           1227,
           1228,
           1229,
           1230,
           1231,
           1232,
           1233,
           1234,
           1235,
           1236,
           1237,
           1238,
           1239,
           1240,
           1241,
           1242,
           1243,
           1244,
           1245,
           1246,
           1247,
           1248,
           1249,
           1250,
           1251,
           1252,
           1253,
           1254,
           1255,
           1256,
           1257,
           1258,
           1259,
           1260,
           1261,
           1262,
           1263,
           1264,
           1265,
           1266,
           1267,
           1268,
           1269,
           1270,
           1271,
           1272,
           1273,
           1274,
           1275,
           1276,
           1277,
           1278,
           1279,
           1280,
           1281,
           1282,
           1283,
           1284,
           1285,
           1286,
           1287,
           1288,
           1289,
           1290,
           1291,
           1292,
           1293,
           1294,
           1295,
           1296,
           1297,
           1298,
           1299,
           1300,
           1301,
           1302,
           1303,
           1304,
           1305,
           1306,
           1307,
           1308,
           1309,
           1310,
           1311,
           1312,
           1313,
           1314,
           1315,
           1316,
           1317,
           1318,
           1319,
           1320,
           1321,
           1322,
           1323,
           1324,
           1325,
           1326,
           1327,
           1328,
           1329,
           1330,
           1331,
           1332,
           1333,
           1334,
           1335,
           1336,
           1337,
           1338,
           1339,
           1340,
           1341,
           1342,
           1343,
           1344,
           1345,
           1346,
           1347,
           1348,
           1349,
           1350,
           1351,
           1352,
           1353,
           1354,
           1355,
           1356,
           1357,
           1358,
           1359,
           1360,
           1361,
           1362,
           1363,
           1364,
           1365,
           1366,
           1367,
           1368,
           1369,
           1370,
           1371,
           1372,
           1373,
           1374,
           1375,
           1376,
           1377,
           1378,
           1379,
           1380,
           1381,
           1382,
           1383,
           1384,
           1385,
           1386,
           1387,
           1388,
           1389,
           1390,
           1391,
           1392,
           1393,
           1394,
           1395,
           1396,
           1397,
           1398,
           1399,
           1400,
           1401,
           1402,
           1403,
           1404,
           1405,
           1406,
           1407,
           1408,
           1409,
           1410,
           1411,
           1412,
           1413,
           1414,
           1415,
           1416,
           1417,
           1418,
           1419,
           1420,
           1421,
           1422,
           1423,
           1424,
           1425,
           1426,
           1427,
           1428,
           1429,
           1430,
           1431,
           1432,
           1433,
           1434,
           1435,
           1436,
           1437,
           1438,
           1439,
           1440,
           1441,
           1442,
           1443,
           1444,
           1445,
           1446,
           1447,
           1448,
           1449,
           1450,
           1451,
           1452,
           1453,
           1454,
           1455,
           1456,
           1457,
           1458,
           1459,
           1460,
           1461,
           1462,
           1463,
           1464,
           1465,
           1466,
           1467,
           1468,
           1469,
           1470,
           1471,
           1472,
           1473,
           1474,
           1475,
           1476,
           1477,
           1478,
           1479,
           1480,
           1481,
           1482,
           1483,
           1484,
           1485,
           1486,
           1487,
           1488,
           1489,
           1490,
           1491,
           1492,
           1493,
           1494,
           1495,
           1496,
           1497,
           1498,
           1499,
           1500,
           1501,
           1502,
           1503,
           1504,
           1505,
           1506,
           1507,
           1508,
           1509,
           1510,
           1511,
           1512,
           1513,
           1514,
           1515,
           1516,
           1517,
           1518,
           1519,
           1520,
           1521,
           1522,
           1523,
           1524,
           1525,
           1526,
           1527,
           1528,
           1529,
           1530,
           1531,
           1532,
           1533,
           1534,
           1535,
           1536,
           1537,
           1538,
           1539,
           1540,
           1541,
           1542,
           1543,
           1544,
           1545,
           1546,
           1547,
           1548,
           1549,
           1550,
           1551,
           1552,
           1553,
           1554,
           1555,
           1556,
           1557,
           1558,
           1559,
           1560,
           1561,
           1562,
           1563,
           1564,
           1565,
           1566,
           1567,
           1568,
           1569,
           1570,
           1571,
           1572,
           1573,
           1574,
           1575,
           1576,
           1577,
           1578,
           1579,
           1580,
           1581,
           1582,
           1583,
           1584,
           1585,
           1586,
           1587,
           1588,
           1589,
           1590,
           1591,
           1592,
           1593,
           1594,
           1595,
           1596,
           1597,
           1598,
           1599,
           1600,
           1601,
           1602,
           1603,
           1604,
           1605,
           1606,
           1607,
           1608,
           1609,
           1610,
           1611,
           1612,
           1613,
           1614,
           1615,
           1616,
           1617,
           1618,
           1619,
           1620,
           1621,
           1622,
           1623,
           1624,
           1625,
           1626,
           1627,
           1628,
           1629,
           1630,
           1631,
           1632,
           1633,
           1634,
           1635,
           1636,
           1637,
           1638,
           1639,
           1640,
           1641,
           1642,
           1643,
           1644,
           1645,
           1646,
           1647,
           1648,
           1649,
           1650,
           1651,
           1652,
           1653,
           1654,
           1655,
           1656,
           1657,
           1658,
           1659,
           1660,
           1661,
           1662,
           1663,
           1664,
           1665,
           1666,
           1667,
           1668,
           1669,
           1670,
           1671,
           1672,
           1673,
           1674,
           1675,
           1676,
           1677,
           1678,
           1679,
           1680,
           1681,
           1682,
           1683,
           1684,
           1685,
           1686,
           1687,
           1688,
           1689,
           1690,
           1691,
           1692,
           1693,
           1694,
           1695,
           1696,
           1697,
           1698,
           1699,
           1700,
           1701,
           1702,
           1703,
           1704,
           1705,
           1706,
           1707,
           1708,
           1709,
           1710,
           1711,
           1712,
           1713,
           1714,
           1715,
           1716,
           1717,
           1718,
           1719,
           1720,
           1721,
           1722,
           1723,
           1724,
           1725,
           1726,
           1727,
           1728,
           1729,
           1730,
           1731,
           1732,
           1733,
           1734,
           1735,
           1736,
           1737,
           1738,
           1739,
           1740,
           1741,
           1742,
           1743,
           1744,
           1745,
           1746,
           1747,
           1748,
           1749,
           1750,
           1751,
           1752,
           1753,
           1754,
           1755,
           1756,
           1757,
           1758,
           1759,
           1760,
           1761,
           1762,
           1763,
           1764,
           1765,
           1766,
           1767,
           1768,
           1769,
           1770,
           1771,
           1772,
           1773,
           1774,
           1775,
           1776,
           1777,
           1778,
           1779,
           1780,
           1781,
           1782,
           1783,
           1784,
           1785,
           1786,
           1787,
           1788,
           1789,
           1790,
           1791,
           1792,
           1793,
           1794,
           1795,
           1796,
           1797,
           1798,
           1799,
           1800,
           1801,
           1802,
           1803,
           1804,
           1805,
           1806,
           1807,
           1808,
           1809,
           1810,
           1811,
           1812,
           1813,
           1814,
           1815,
           1816,
           1817,
           1818,
           1819,
           1820,
           1821,
           1822,
           1823,
           1824,
           1825,
           1826,
           1827,
           1828,
           1829,
           1830,
           1831,
           1832,
           1833,
           1834,
           1835,
           1836,
           1837,
           1838,
           1839,
           1840,
           1841,
           1842,
           1843,
           1844,
           1845,
           1846,
           1847,
           1848,
           1849,
           1850,
           1851,
           1852,
           1853,
           1854,
           1855,
           1856,
           1857,
           1858,
           1859,
           1860,
           1861,
           1862,
           1863,
           1864,
           1865,
           1866,
           1867,
           1868,
           1869,
           1870,
           1871,
           1872,
           1873,
           1874,
           1875,
           1876,
           1877,
           1878,
           1879,
           1880,
           1881,
           1882,
           1883,
           1884,
           1885,
           1886,
           1887,
           1888,
           1889,
           1890,
           1891,
           1892,
           1893,
           1894,
           1895,
           1896,
           1897,
           1898,
           1899,
           1900,
           1901,
           1902,
           1903,
           1904,
           1905,
           1906,
           1907,
           1908,
           1909,
           1910,
           1911,
           1912,
           1913,
           1914,
           1915,
           1916,
           1917,
           1918,
           1919,
           1920,
           1921,
           1922,
           1923,
           1924,
           1925,
           1926,
           1927,
           1928,
           1929,
           1930,
           1931,
           1932,
           1933,
           1934,
           1935,
           1936,
           1937,
           1938,
           1939,
           1940,
           1941,
           1942,
           1943,
           1944,
           1945,
           1946,
           1947,
           1948,
           1949,
           1950,
           1951,
           1952,
           1953,
           1954,
           1955,
           1956,
           1957,
           1958,
           1959,
           1960,
           1961,
           1962,
           1963,
           1964,
           1965,
           1966,
           1967,
           1968,
           1969,
           1970,
           1971,
           1972,
           1973,
           1974,
           1975,
           1976,
           1977,
           1978,
           1979,
           1980,
           1981,
           1982,
           1983,
           1984,
           1985,
           1986,
           1987,
           1988,
           1989,
           1990,
           1991,
           1992,
           1993,
           1994,
           1995,
           1996,
           1997,
           1998,
           1999,
           2000,
           2001,
           2002,
           2003,
           2004,
           2005,
           2006,
           2007,
           2008,
           2009,
           2010,
           2011,
           2012,
           2013,
           2014,
           2015,
           2016,
           2017,
           2018,
           2019,
           2020,
           2021,
           2022,
           2023,
           2024,
           2025,
           2026,
           2027,
           2028,
           2029,
           2030,
           2031,
           2032,
           2033,
           2034,
           2035,
           2036,
           2037,
           2038,
           2039,
           2040,
           2041,
           2042,
           2043,
           2044,
           2045,
           2046,
           2047,
           2048,
           2049,
           2050,
           2051,
           2052,
           2053,
           2054,
           2055,
           2056,
           2057,
           2058,
           2059,
           2060,
           2061,
           2062,
           2063,
           2064,
           2065,
           2066,
           2067,
           2068,
           2069,
           2070,
           2071,
           2072,
           2073,
           2074,
           2075,
           2076,
           2077,
           2078,
           2079,
           2080,
           2081,
           2082,
           2083,
           2084,
           2085,
           2086,
           2087,
           2088,
           2089,
           2090,
           2091,
           2092,
           2093,
           2094,
           2095,
           2096,
           2097,
           2098,
           2099,
           2100,
           2101,
           2102,
           2103,
           2104,
           2105,
           2106,
           2107,
           2108,
           2109,
           2110,
           2111,
           2112,
           2113,
           2114,
           2115,
           2116,
           2117,
           2118,
           2119,
           2120,
           2121,
           2122,
           2123,
           2124,
           2125,
           2126,
           2127,
           2128,
           2129,
           2130,
           2131,
           2132,
           2133,
           2134,
           2135,
           2136,
           2137,
           2138,
           2139,
           2140,
           2141,
           2142,
           2143,
           2144,
           2145,
           2146,
           2147,
           2148,
           2149,
           2150,
           2151,
           2152,
           2153,
           2154,
           2155,
           2156,
           2157,
           2158,
           2159,
           2160,
           2161,
           2162,
           2163,
           2164,
           2165,
           2166,
           2167,
           2168,
           2169,
           2170,
           2171,
           2172,
           2173,
           2174,
           2175,
           2176,
           2177,
           2178,
           2179,
           2180,
           2181,
           2182,
           2183,
           2184,
           2185,
           2186,
           2187,
           2188,
           2189,
           2190,
           2191,
           2192,
           2193,
           2194,
           2195,
           2196,
           2197,
           2198,
           2199,
           2200,
           2201,
           2202,
           2203,
           2204,
           2205,
           2206,
           2207,
           2208,
           2209,
           2210,
           2211,
           2212,
           2213,
           2214,
           2215,
           2216,
           2217,
           2218,
           2219,
           2220,
           2221,
           2222,
           2223,
           2224,
           2225,
           2226,
           2227,
           2228,
           2229,
           2230,
           2231,
           2232,
           2233,
           2234,
           2235,
           2236,
           2237,
           2238,
           2239,
           2240,
           2241,
           2242,
           2243,
           2244,
           2245,
           2246,
           2247,
           2248,
           2249,
           2250,
           2251,
           2252,
           2253,
           2254,
           2255,
           2256,
           2257,
           2258,
           2259,
           2260,
           2261,
           2262,
           2263,
           2264,
           2265,
           2266,
           2267,
           2268,
           2269,
           2270,
           2271,
           2272,
           2273,
           2274,
           2275,
           2276,
           2277,
           2278,
           2279,
           2280,
           2281,
           2282,
           2283,
           2284,
           2285,
           2286,
           2287,
           2288,
           2289,
           2290,
           2291,
           2292,
           2293,
           2294,
           2295,
           2296,
           2297,
           2298,
           2299,
           2300,
           2301,
           2302,
           2303,
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           3177,
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           3200,
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           3210,
           3211,
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           3213,
           3214,
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           3216,
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           3218,
           3219,
           3220,
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           3232,
           3233,
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           3270,
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           3273,
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           3290,
           3291,
           3292,
           3293,
           3294,
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           3300,
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           3310,
           3311,
           3312,
           3313,
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           3332,
           3333,
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           3335,
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           3388,
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           3390,
           3391,
           3392,
           3393,
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           3413,
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           3417,
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           3419,
           3420,
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           3503,
           3504,
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           3510,
           3511,
           3512,
           3513,
           3514,
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           3517,
           3518,
           3519,
           3520,
           3521,
           3522,
           3523,
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           3526,
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           3528,
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           3532,
           3533,
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           3590,
           3591,
           3592,
           3593,
           3594,
           3595,
           3596,
           3597,
           3598,
           3599,
           3600,
           3601,
           3602,
           3603,
           3604,
           3605,
           3606,
           3607,
           3608,
           3609,
           3610,
           3611,
           3612,
           3613,
           3614,
           3615,
           3616,
           3617,
           3618,
           3619,
           3620,
           3621,
           3622,
           3623,
           3624,
           3625,
           3626,
           3627,
           3628,
           3629,
           3630,
           3631,
           3632,
           3633,
           3634,
           3635,
           3636,
           3637,
           3638,
           3639,
           3640,
           3641,
           3642,
           3643,
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           3648,
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           3650,
           3651,
           3652,
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           3655,
           3656,
           3657,
           3658,
           3659,
           3660,
           3661,
           3662,
           3663,
           3664,
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           5008,
           5009,
           5010,
           5011,
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           5020,
           5021,
           5022,
           5023,
           5024,
           5025,
           5026,
           5027,
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         "yaxis": "y"
        }
       ],
       "layout": {
        "coloraxis": {
         "colorbar": {
          "title": {
           "text": "time_index"
          }
         },
         "colorscale": [
          [
           0,
           "#440154"
          ],
          [
           0.1111111111111111,
           "#482878"
          ],
          [
           0.2222222222222222,
           "#3e4989"
          ],
          [
           0.3333333333333333,
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          ],
          [
           0.4444444444444444,
           "#26828e"
          ],
          [
           0.5555555555555556,
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          ],
          [
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           "#35b779"
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           "#6ece58"
          ],
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           0.8888888888888888,
           "#b5de2b"
          ],
          [
           1,
           "#fde725"
          ]
         ]
        },
        "legend": {
         "tracegroupgap": 0
        },
        "margin": {
         "t": 60
        },
        "template": {
         "data": {
          "scatter": [
           {
            "type": "scatter"
           }
          ]
         }
        },
        "xaxis": {
         "anchor": "y",
         "domain": [
          0,
          1
         ],
         "title": {
          "text": "date"
         }
        },
        "yaxis": {
         "anchor": "x",
         "domain": [
          0,
          1
         ],
         "title": {
          "text": "Cd_smooth"
         }
        }
       }
      }
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from scipy.signal import savgol_filter\n",
    "\n",
    "spechourly.loc[spechourly.Cd_pred>=0.,'Cd_smooth'] = savgol_filter(spechourly.Cd_pred.dropna(), 24*4, 1)\n",
    "\n",
    "cmapx = [(0,'#e6f598'),(0.1,'#ffffbf'),(0.2,'#fee08b'),(0.3,'#fdae61'),(0.4,'#f46d43'),(0.5,'#d53e4f'),(0.6,'#9e0142'),(0.7,'#abdda4'),(0.8,'#66c2a5'),(0.9,'#3288bd'),(1,'#5e4fa2')]\n",
    "px.scatter(spechourly, x='date', y='Cd_smooth', template='none', color='time_index')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3af261bd",
   "metadata": {},
   "outputs": [
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       "layout": {
        "coloraxis": {
         "colorbar": {
          "title": {
           "text": "color"
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         "t": 60
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        "template": {
         "data": {
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        "xaxis": {
         "anchor": "y",
         "domain": [
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         "range": [
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         "title": {
          "text": "CVc_CVq"
         }
        },
        "yaxis": {
         "anchor": "x",
         "domain": [
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         ],
         "range": [
          -12,
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         "title": {
          "text": "cq_slope_loglog"
         }
        }
       }
      }
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "cvc_cvq = gcs.compute_cvc_cvq_windows(spechourly.dropna(), ccol=\"Cd_smooth\", qcol=\"Q_mLs\",window=24*7)\n",
    "#px.line(cvc_cvq, color='site_id',x='start_date',y='CVc_CVq',template='none',range_x=[Qx.index[0],Qx.index[-1]])\n",
    "#px.line(cvc_cvq, color='site_id',x='start_date',y='CVc_CVq_slope',template='none',range_x=[Qx.index[0],Qx.index[-1]])\n",
    "px.scatter(cvc_cvq, x='CVc_CVq',y='cq_slope_loglog',color=cvc_cvq.start_date.dt.month,hover_data=['site_id','CVc_CVq','cq_slope_loglog','start_date'],template='none',range_y=(-12,12),range_x=(0,40))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "9fdd4bea",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "config": {
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       "data": [
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   "source": [
    "\n",
    "#time scale plot \n",
    "spch = spechourly.dropna()\n",
    "spch.index=spch.date\n",
    "spch.date = spch.index.date\n",
    "#spch=spch[['Cd_pred','Q_mLs','site_id']]\n",
    "#spch.site_id = 'A12'\n",
    "\n",
    "#px.scatter(spch.loc['2022-12-25':'2023-02-08'],y='Q_mLs',color='date',template='none')\n",
    "# Dates to highlight and their custom colors\n",
    "highlight_colors = {\n",
    "    '2022-12-27': 'red',\n",
    "    '2022-12-28': 'orange',\n",
    "    '2022-12-29': 'green',\n",
    "    '2022-12-30': 'blue',\n",
    "    '2022-12-31': 'purple',\n",
    "    '2023-01-07': 'red',\n",
    "    '2023-01-08': 'orange',\n",
    "    '2023-01-09': 'green',\n",
    "    '2023-01-10': 'blue',\n",
    "    '2023-01-11': 'purple',\n",
    "    '2023-01-14': 'red',\n",
    "    '2023-01-15': 'orange',\n",
    "    '2023-01-16': 'green',\n",
    "    '2023-01-17': 'blue',\n",
    "    '2023-01-18': 'purple',\n",
    "    '2023-02-01': 'red',\n",
    "    '2023-02-02': 'orange',\n",
    "    '2023-02-03': 'green',\n",
    "    '2023-02-04': 'blue',\n",
    "    '2023-02-05': 'purple',\n",
    "}\n",
    "\n",
    "# Convert dates to string for matching\n",
    "spch['date_str'] = spch['date'].astype(str)\n",
    "\n",
    "# Split gray vs. colored points\n",
    "df_gray = spch[~spch['date_str'].isin(highlight_colors.keys())]\n",
    "df_color = spch[spch['date_str'].isin(highlight_colors.keys())]\n",
    "\n",
    "# Create figure\n",
    "fig = go.Figure()\n",
    "\n",
    "# Add gray (background) points\n",
    "fig.add_trace(go.Scatter(x=df_gray.index,y=df_gray['Q_mLs'],mode='markers',marker=dict(color='lightgray'),name='Other Dates'))\n",
    "\n",
    "# Add one trace per highlighted date with its fixed color\n",
    "for date_str, color in highlight_colors.items():\n",
    "    sub_df = df_color[df_color['date_str'] == date_str]\n",
    "    fig.add_trace(go.Scatter(x=sub_df.index,y=sub_df['Q_mLs'],mode='markers',marker=dict(color=color),name=f'Highlighted {date_str}'))\n",
    "\n",
    "fig.update_xaxes(range=['2022-12-25', '2023-02-08'],title=dict(text='Date', font=dict(size=20)),tickfont=dict(size=18),tickformat=\"%b %d %Y\")\n",
    "fig.update_yaxes(title=dict(text='Q (mL s⁻¹)', font=dict(size=20)), tickfont=dict(size=18) )\n",
    "\n",
    "# Optional layout tweaks\n",
    "fig.update_layout(template='none',showlegend=False)\n",
    "\n",
    "fig.show()\n",
    "#fig.write_image('autosampler_q_col.pdf',width=1450,height=280)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "0d2d4724",
   "metadata": {},
   "outputs": [
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   "source": [
    "\n",
    "#C-Q 5 day time window plots \n",
    "\n",
    "# Dates to highlight and their custom colors (select one of these at a time)\n",
    "highlight_colors = {'2022-12-27': 'red','2022-12-28': 'orange','2022-12-29': 'green','2022-12-30': 'blue','2022-12-31': 'purple'} #chemostatic\n",
    "#highlight_colors = {'2023-01-07': 'red','2023-01-08': 'orange','2023-01-09': 'green','2023-01-10': 'blue','2023-01-11': 'purple'} #chemostatic\n",
    "#highlight_colors = {'2023-01-14': 'red','2023-01-15': 'orange','2023-01-16': 'green','2023-01-17': 'blue','2023-01-18': 'purple'} #connecting pools\n",
    "#highlight_colors = {'2023-02-01': 'red','2023-02-02': 'orange','2023-02-03': 'green','2023-02-04': 'blue','2023-02-05': 'purple'} #Flushing \n",
    "\n",
    "# Convert dates to string for matching\n",
    "spch['date_str'] = spch['date'].astype(str)\n",
    "\n",
    "# Split gray vs. colored points\n",
    "df_gray = spch[~spch['date_str'].isin(highlight_colors.keys())]\n",
    "df_color = spch[spch['date_str'].isin(highlight_colors.keys())]\n",
    "\n",
    "# Create figure\n",
    "fig = go.Figure()\n",
    "\n",
    "# Add gray (background) points\n",
    "fig.add_trace(go.Scatter(x=df_gray['Q_mLs'],y=df_gray['Cd_pred'],  mode='markers',marker=dict(color='lightgray'),name='Other Dates'))\n",
    "\n",
    "# Add one trace per highlighted date with its fixed color\n",
    "for date_str, color in highlight_colors.items():\n",
    "    sub_df = df_color[df_color['date_str'] == date_str]\n",
    "    fig.add_trace(go.Scatter(x=sub_df['Q_mLs'],y=sub_df['Cd_pred'],mode='markers',marker=dict(color=color),name=f'Highlighted {date_str}'))\n",
    "\n",
    "# Axis formatting\n",
    "fig.update_xaxes(title=dict(text='Q (mL s⁻¹)', font=dict(size=20)), tickfont=dict(size=18), type=\"log\")\n",
    "fig.update_yaxes(title=dict(text='Cd (mg L⁻¹)', font=dict(size=24)),tickfont=dict(size=18),type=\"log\")\n",
    "\n",
    "# Layout\n",
    "fig.update_xaxes(range=[0.9,3])\n",
    "fig.update_layout(template='none',showlegend=False)\n",
    "fig.show()\n",
    "#fig.write_image('autosampler_qcd4.pdf',width=400,height=400)\n"
   ]
  },
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   "cell_type": "code",
   "execution_count": null,
   "id": "0d475108",
   "metadata": {},
   "outputs": [],
   "source": []
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